warning: commands will be executed using /bin/sh
job 2522 at Fri Mar 28 13:27:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140224/YutaMouse20-140224/YutaMouse20-140224
ElecNo	4
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2621091 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 873697 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 46090 members 
Mstep: Class 3 contains 46083 members 
Mstep: Class 4 contains 45857 members 
Mstep: Class 5 contains 45826 members 
Mstep: Class 6 contains 45772 members 
Mstep: Class 7 contains 45910 members 
Mstep: Class 8 contains 46020 members 
Mstep: Class 9 contains 45643 members 
Mstep: Class 10 contains 45922 members 
Mstep: Class 11 contains 46411 members 
Mstep: Class 12 contains 45669 members 
Mstep: Class 13 contains 45957 members 
Mstep: Class 14 contains 46186 members 
Mstep: Class 15 contains 46058 members 
Mstep: Class 16 contains 46316 members 
Mstep: Class 17 contains 45858 members 
Mstep: Class 18 contains 45679 members 
Mstep: Class 19 contains 46056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 195.020142 but Gain 3392.761719
Score: -99676136.000000 Penalty: 61069.699219
Iteration 0F: 19 clusters Score -9.967614e+07 nChanged 825916
Entering Unmasked Mstep 
Mstep: Class 0 contains 2837 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 35913 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 363589 members 
Mstep: Class 5 contains 80433 members 
Mstep: Class 6 contains 14952 members 
Mstep: Class 7 contains 2399 members 
Mstep: Class 9 contains 7967 members 
Mstep: Class 10 contains 51357 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 18889 members 
Mstep: Class 13 contains 44514 members 
Mstep: Class 14 contains 164877 members 
Mstep: Class 15 contains 25498 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 6225 members 
Mstep: Class 18 contains 12184 members 
Mstep: Class 19 contains 12750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1453.985962 but Gain 3392.757812
Score: -103341056.000000 Penalty: 57676.941406
Iteration 1F: 18 clusters Score -1.033411e+08 nChanged 258412
Entering Unmasked Mstep 
Mstep: Class 0 contains 1345 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 17759 members 
Mstep: Class 4 contains 469831 members 
Mstep: Class 5 contains 75978 members 
Mstep: Class 6 contains 6064 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 36450 members 
Mstep: Class 11 contains 4187 members 
Mstep: Class 12 contains 8880 members 
Mstep: Class 13 contains 31109 members 
Mstep: Class 14 contains 187743 members 
Mstep: Class 15 contains 12308 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 4329 members 
Mstep: Class 19 contains 3190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1928.357788 but Gain 3392.761719
Score: -103608720.000000 Penalty: 54284.179688
Iteration 2F: 17 clusters Score -1.036087e+08 nChanged 153181
Entering Unmasked Mstep 
Mstep: Class 0 contains 440 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 9477 members 
Mstep: Class 4 contains 460590 members 
Mstep: Class 5 contains 86698 members 
Mstep: Class 7 contains 2099 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 24320 members 
Mstep: Class 11 contains 2344 members 
Mstep: Class 12 contains 3959 members 
Mstep: Class 13 contains 20424 members 
Mstep: Class 14 contains 240440 members 
Mstep: Class 15 contains 7438 members 
Mstep: Class 16 contains 1123 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 18 contains 2784 members 
Mstep: Class 19 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1446.298828 but Gain 3392.761719
Score: -103763400.000000 Penalty: 50891.417969
Iteration 3F: 16 clusters Score -1.037634e+08 nChanged 119557
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4762 members 
Mstep: Class 4 contains 419351 members 
Mstep: Class 5 contains 95961 members 
Mstep: Class 7 contains 2750 members 
Mstep: Class 9 contains 2613 members 
Mstep: Class 10 contains 16407 members 
Mstep: Class 12 contains 1550 members 
Mstep: Class 13 contains 12213 members 
Mstep: Class 14 contains 300796 members 
Mstep: Class 15 contains 5758 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 3476 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 1913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 802.723206 but Gain 3392.761719
Score: -103897032.000000 Penalty: 47498.656250
Iteration 4F: 15 clusters Score -1.03897e+08 nChanged 93714
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2545 members 
Mstep: Class 4 contains 386871 members 
Mstep: Class 5 contains 101053 members 
Mstep: Class 7 contains 3209 members 
Mstep: Class 9 contains 1946 members 
Mstep: Class 10 contains 11987 members 
Mstep: Class 13 contains 7412 members 
Mstep: Class 14 contains 341756 members 
Mstep: Class 15 contains 5092 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4190 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1728.474121 but Gain 3392.761719
Score: -103974696.000000 Penalty: 44105.894531
Iteration 5F: 14 clusters Score -1.039747e+08 nChanged 83482
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 4 contains 360387 members 
Mstep: Class 5 contains 104260 members 
Mstep: Class 7 contains 3496 members 
Mstep: Class 9 contains 1497 members 
Mstep: Class 10 contains 10248 members 
Mstep: Class 13 contains 5500 members 
Mstep: Class 14 contains 371030 members 
Mstep: Class 15 contains 4793 members 
Mstep: Class 16 contains 1434 members 
Mstep: Class 17 contains 5063 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 1941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3144.713623 but Gain 3392.761719
Score: -104027632.000000 Penalty: 40713.132812
Iteration 6F: 13 clusters Score -1.040276e+08 nChanged 72624
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 4 contains 351576 members 
Mstep: Class 5 contains 106001 members 
Mstep: Class 7 contains 3492 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 9554 members 
Mstep: Class 13 contains 5173 members 
Mstep: Class 14 contains 379387 members 
Mstep: Class 15 contains 4684 members 
Mstep: Class 16 contains 2062 members 
Mstep: Class 17 contains 6069 members 
Mstep: Class 19 contains 2416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104070992.000000 Penalty: 40713.132812
Iteration 7F: 13 clusters Score -1.04071e+08 nChanged 50045
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 4 contains 348713 members 
Mstep: Class 5 contains 106876 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 9 contains 1217 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 380493 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 2354 members 
Mstep: Class 17 contains 7051 members 
Mstep: Class 19 contains 2455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104093448.000000 Penalty: 40713.132812
Iteration 8F: 13 clusters Score -1.040934e+08 nChanged 33278
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 4 contains 347804 members 
Mstep: Class 5 contains 107506 members 
Mstep: Class 7 contains 3083 members 
Mstep: Class 9 contains 1172 members 
Mstep: Class 10 contains 9587 members 
Mstep: Class 13 contains 5785 members 
Mstep: Class 14 contains 379272 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 2598 members 
Mstep: Class 17 contains 8008 members 
Mstep: Class 19 contains 2383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104104544.000000 Penalty: 40713.132812
Iteration 9Q: 13 clusters Score -1.041045e+08 nChanged 23735
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 4 contains 347197 members 
Mstep: Class 5 contains 108312 members 
Mstep: Class 7 contains 2889 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 9955 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 377064 members 
Mstep: Class 15 contains 4351 members 
Mstep: Class 16 contains 2836 members 
Mstep: Class 17 contains 8893 members 
Mstep: Class 19 contains 2322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104112128.000000 Penalty: 40713.132812
Iteration 10Q: 13 clusters Score -1.041121e+08 nChanged 18952
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 4 contains 346396 members 
Mstep: Class 5 contains 109244 members 
Mstep: Class 7 contains 2730 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 10401 members 
Mstep: Class 13 contains 7625 members 
Mstep: Class 14 contains 374570 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 9800 members 
Mstep: Class 19 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118112.000000 Penalty: 40713.132812
Iteration 11Q: 13 clusters Score -1.041181e+08 nChanged 16438
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 4 contains 345544 members 
Mstep: Class 5 contains 110431 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 9 contains 1142 members 
Mstep: Class 10 contains 10885 members 
Mstep: Class 13 contains 8857 members 
Mstep: Class 14 contains 371685 members 
Mstep: Class 15 contains 4303 members 
Mstep: Class 16 contains 3167 members 
Mstep: Class 17 contains 10645 members 
Mstep: Class 19 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104123496.000000 Penalty: 40713.132812
Iteration 12Q: 13 clusters Score -1.041235e+08 nChanged 15233
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 4 contains 344196 members 
Mstep: Class 5 contains 111852 members 
Mstep: Class 7 contains 2577 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 11426 members 
Mstep: Class 13 contains 10232 members 
Mstep: Class 14 contains 368875 members 
Mstep: Class 15 contains 4294 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 11459 members 
Mstep: Class 19 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104131008.000000 Penalty: 40713.132812
Iteration 13Q: 13 clusters Score -1.04131e+08 nChanged 14502
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 4 contains 342077 members 
Mstep: Class 5 contains 113266 members 
Mstep: Class 7 contains 2546 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 12006 members 
Mstep: Class 13 contains 11697 members 
Mstep: Class 14 contains 366727 members 
Mstep: Class 15 contains 4277 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 12285 members 
Mstep: Class 19 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104138120.000000 Penalty: 40713.132812
Iteration 14Q: 13 clusters Score -1.041381e+08 nChanged 13849
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 4 contains 339674 members 
Mstep: Class 5 contains 114715 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 12579 members 
Mstep: Class 13 contains 13165 members 
Mstep: Class 14 contains 364893 members 
Mstep: Class 15 contains 4280 members 
Mstep: Class 16 contains 3377 members 
Mstep: Class 17 contains 13036 members 
Mstep: Class 19 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104143408.000000 Penalty: 40713.132812
Iteration 15Q: 13 clusters Score -1.041434e+08 nChanged 13243
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 4 contains 337130 members 
Mstep: Class 5 contains 116113 members 
Mstep: Class 7 contains 2490 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 13138 members 
Mstep: Class 13 contains 14595 members 
Mstep: Class 14 contains 363297 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 3416 members 
Mstep: Class 17 contains 13791 members 
Mstep: Class 19 contains 2247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148376.000000 Penalty: 40713.132812
Iteration 16Q: 13 clusters Score -1.041484e+08 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 4 contains 334574 members 
Mstep: Class 5 contains 117577 members 
Mstep: Class 7 contains 2476 members 
Mstep: Class 9 contains 1141 members 
Mstep: Class 10 contains 13716 members 
Mstep: Class 13 contains 15972 members 
Mstep: Class 14 contains 361655 members 
Mstep: Class 15 contains 4267 members 
Mstep: Class 16 contains 3447 members 
Mstep: Class 17 contains 14571 members 
Mstep: Class 19 contains 2235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153696.000000 Penalty: 40713.132812
Iteration 17Q: 13 clusters Score -1.041537e+08 nChanged 12523
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 4 contains 331919 members 
Mstep: Class 5 contains 119152 members 
Mstep: Class 7 contains 2461 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 14351 members 
Mstep: Class 13 contains 17363 members 
Mstep: Class 14 contains 359952 members 
Mstep: Class 15 contains 4265 members 
Mstep: Class 16 contains 3479 members 
Mstep: Class 17 contains 15329 members 
Mstep: Class 19 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157864.000000 Penalty: 40713.132812
Iteration 18Q: 13 clusters Score -1.041579e+08 nChanged 12189
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 4 contains 329216 members 
Mstep: Class 5 contains 120997 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 14934 members 
Mstep: Class 13 contains 18757 members 
Mstep: Class 14 contains 358105 members 
Mstep: Class 15 contains 4267 members 
Mstep: Class 16 contains 3491 members 
Mstep: Class 17 contains 16054 members 
Mstep: Class 19 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161312.000000 Penalty: 40713.132812
Iteration 19Q: 13 clusters Score -1.041613e+08 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 4 contains 326749 members 
Mstep: Class 5 contains 122909 members 
Mstep: Class 7 contains 2453 members 
Mstep: Class 9 contains 1141 members 
Mstep: Class 10 contains 15485 members 
Mstep: Class 13 contains 20135 members 
Mstep: Class 14 contains 356034 members 
Mstep: Class 15 contains 4267 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 16760 members 
Mstep: Class 19 contains 2196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164808.000000 Penalty: 40713.132812
Iteration 20F: 13 clusters Score -1.041648e+08 nChanged 12005
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 4 contains 324269 members 
Mstep: Class 5 contains 124924 members 
Mstep: Class 7 contains 2439 members 
Mstep: Class 9 contains 1133 members 
Mstep: Class 10 contains 16083 members 
Mstep: Class 13 contains 21791 members 
Mstep: Class 14 contains 353531 members 
Mstep: Class 15 contains 4259 members 
Mstep: Class 16 contains 3517 members 
Mstep: Class 17 contains 17503 members 
Mstep: Class 19 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168504.000000 Penalty: 40713.132812
Iteration 21Q: 13 clusters Score -1.041685e+08 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 4 contains 321659 members 
Mstep: Class 5 contains 127166 members 
Mstep: Class 7 contains 2430 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 16730 members 
Mstep: Class 13 contains 23562 members 
Mstep: Class 14 contains 350799 members 
Mstep: Class 15 contains 4253 members 
Mstep: Class 16 contains 3536 members 
Mstep: Class 17 contains 18203 members 
Mstep: Class 19 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172720.000000 Penalty: 40713.132812
Iteration 22Q: 13 clusters Score -1.041727e+08 nChanged 12162
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 4 contains 318771 members 
Mstep: Class 5 contains 129533 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 17373 members 
Mstep: Class 13 contains 25444 members 
Mstep: Class 14 contains 348081 members 
Mstep: Class 15 contains 4258 members 
Mstep: Class 16 contains 3566 members 
Mstep: Class 17 contains 18920 members 
Mstep: Class 19 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104176592.000000 Penalty: 40713.132812
Iteration 23Q: 13 clusters Score -1.041766e+08 nChanged 12092
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 4 contains 315709 members 
Mstep: Class 5 contains 132058 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 18046 members 
Mstep: Class 13 contains 27424 members 
Mstep: Class 14 contains 345217 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 3589 members 
Mstep: Class 17 contains 19674 members 
Mstep: Class 19 contains 2158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104179176.000000 Penalty: 40713.132812
Iteration 24Q: 13 clusters Score -1.041792e+08 nChanged 12389
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 4 contains 312313 members 
Mstep: Class 5 contains 134829 members 
Mstep: Class 7 contains 2384 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 18725 members 
Mstep: Class 13 contains 29519 members 
Mstep: Class 14 contains 342291 members 
Mstep: Class 15 contains 4275 members 
Mstep: Class 16 contains 3610 members 
Mstep: Class 17 contains 20451 members 
Mstep: Class 19 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104182184.000000 Penalty: 40713.132812
Iteration 25Q: 13 clusters Score -1.041822e+08 nChanged 13163
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 4 contains 308769 members 
Mstep: Class 5 contains 137944 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 9 contains 1127 members 
Mstep: Class 10 contains 19408 members 
Mstep: Class 13 contains 31897 members 
Mstep: Class 14 contains 338836 members 
Mstep: Class 15 contains 4275 members 
Mstep: Class 16 contains 3629 members 
Mstep: Class 17 contains 21283 members 
Mstep: Class 19 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104185632.000000 Penalty: 40713.132812
Iteration 26Q: 13 clusters Score -1.041856e+08 nChanged 13820
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 4 contains 305100 members 
Mstep: Class 5 contains 141401 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 20069 members 
Mstep: Class 13 contains 34417 members 
Mstep: Class 14 contains 334989 members 
Mstep: Class 15 contains 4276 members 
Mstep: Class 16 contains 3637 members 
Mstep: Class 17 contains 22173 members 
Mstep: Class 19 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104189240.000000 Penalty: 40713.132812
Iteration 27Q: 13 clusters Score -1.041892e+08 nChanged 14618
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 4 contains 301097 members 
Mstep: Class 5 contains 145390 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 9 contains 1124 members 
Mstep: Class 10 contains 20658 members 
Mstep: Class 13 contains 37231 members 
Mstep: Class 14 contains 330665 members 
Mstep: Class 15 contains 4274 members 
Mstep: Class 16 contains 3645 members 
Mstep: Class 17 contains 23119 members 
Mstep: Class 19 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104192768.000000 Penalty: 40713.132812
Iteration 28Q: 13 clusters Score -1.041928e+08 nChanged 15386
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 4 contains 296485 members 
Mstep: Class 5 contains 149771 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 21251 members 
Mstep: Class 13 contains 40297 members 
Mstep: Class 14 contains 326241 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 3659 members 
Mstep: Class 17 contains 24124 members 
Mstep: Class 19 contains 2116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104197352.000000 Penalty: 40713.132812
Iteration 29Q: 13 clusters Score -1.041974e+08 nChanged 16276
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 4 contains 291363 members 
Mstep: Class 5 contains 154621 members 
Mstep: Class 7 contains 2336 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 21834 members 
Mstep: Class 13 contains 43699 members 
Mstep: Class 14 contains 321461 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 3670 members 
Mstep: Class 17 contains 25196 members 
Mstep: Class 19 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104201072.000000 Penalty: 40713.132812
Iteration 30Q: 13 clusters Score -1.042011e+08 nChanged 17119
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 4 contains 285781 members 
Mstep: Class 5 contains 160155 members 
Mstep: Class 7 contains 2336 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 22354 members 
Mstep: Class 13 contains 47269 members 
Mstep: Class 14 contains 316317 members 
Mstep: Class 15 contains 4261 members 
Mstep: Class 16 contains 3679 members 
Mstep: Class 17 contains 26310 members 
Mstep: Class 19 contains 2094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104205264.000000 Penalty: 40713.132812
Iteration 31Q: 13 clusters Score -1.042053e+08 nChanged 18025
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 4 contains 279324 members 
Mstep: Class 5 contains 166421 members 
Mstep: Class 7 contains 2333 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 22796 members 
Mstep: Class 13 contains 50964 members 
Mstep: Class 14 contains 311165 members 
Mstep: Class 15 contains 4266 members 
Mstep: Class 16 contains 3688 members 
Mstep: Class 17 contains 27521 members 
Mstep: Class 19 contains 2077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104208456.000000 Penalty: 40713.132812
Iteration 32Q: 13 clusters Score -1.042085e+08 nChanged 18690
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 4 contains 272762 members 
Mstep: Class 5 contains 173328 members 
Mstep: Class 7 contains 2332 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 23148 members 
Mstep: Class 13 contains 54893 members 
Mstep: Class 14 contains 305272 members 
Mstep: Class 15 contains 4264 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 28798 members 
Mstep: Class 19 contains 2065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104211680.000000 Penalty: 40713.132812
Iteration 33Q: 13 clusters Score -1.042117e+08 nChanged 19498
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 4 contains 266124 members 
Mstep: Class 5 contains 181065 members 
Mstep: Class 7 contains 2332 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 23456 members 
Mstep: Class 13 contains 58928 members 
Mstep: Class 14 contains 298447 members 
Mstep: Class 15 contains 4272 members 
Mstep: Class 16 contains 3696 members 
Mstep: Class 17 contains 30182 members 
Mstep: Class 19 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104215688.000000 Penalty: 40713.132812
Iteration 34Q: 13 clusters Score -1.042157e+08 nChanged 20403
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 4 contains 259404 members 
Mstep: Class 5 contains 189708 members 
Mstep: Class 7 contains 2332 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 23727 members 
Mstep: Class 13 contains 63109 members 
Mstep: Class 14 contains 290612 members 
Mstep: Class 15 contains 4282 members 
Mstep: Class 16 contains 3700 members 
Mstep: Class 17 contains 31633 members 
Mstep: Class 19 contains 2054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104219488.000000 Penalty: 40713.132812
Iteration 35Q: 13 clusters Score -1.042195e+08 nChanged 21910
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 4 contains 252429 members 
Mstep: Class 5 contains 199591 members 
Mstep: Class 7 contains 2330 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 23894 members 
Mstep: Class 13 contains 67448 members 
Mstep: Class 14 contains 281748 members 
Mstep: Class 15 contains 4297 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 33074 members 
Mstep: Class 19 contains 2036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104223888.000000 Penalty: 40713.132812
Iteration 36Q: 13 clusters Score -1.042239e+08 nChanged 23521
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 4 contains 245291 members 
Mstep: Class 5 contains 210845 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 24000 members 
Mstep: Class 13 contains 71824 members 
Mstep: Class 14 contains 271641 members 
Mstep: Class 15 contains 4301 members 
Mstep: Class 16 contains 3727 members 
Mstep: Class 17 contains 34569 members 
Mstep: Class 19 contains 2034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104228816.000000 Penalty: 40713.132812
Iteration 37Q: 13 clusters Score -1.042288e+08 nChanged 24475
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 4 contains 238176 members 
Mstep: Class 5 contains 223563 members 
Mstep: Class 7 contains 2327 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 23992 members 
Mstep: Class 13 contains 76274 members 
Mstep: Class 14 contains 260058 members 
Mstep: Class 15 contains 4297 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 36101 members 
Mstep: Class 19 contains 2035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104234520.000000 Penalty: 40713.132812
Iteration 38Q: 13 clusters Score -1.042345e+08 nChanged 25182
Entering ConstructFrom: 
Score: -104234520.000000 Penalty: 40713.132812
Entering ConstructFrom: 
Trying to split cluster 1 (1987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Entering Unmasked Estep 
Score: -208082.421875 Penalty: 1883.406616
	Iteration 0F: 2 clusters Score -208082.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -205445.593750 Penalty: 3766.813232
	Iteration 0F: 3 clusters Score -205445.6 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -206031.156250 Penalty: 3766.813232
	Iteration 1F: 3 clusters Score -206031.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -206212.656250 Penalty: 3766.813232
	Iteration 2F: 3 clusters Score -206212.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -206316.453125 Penalty: 3766.813232
	Iteration 3F: 3 clusters Score -206316.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -206395.218750 Penalty: 3766.813232
	Iteration 4Q: 3 clusters Score -206395.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -206450.875000 Penalty: 3766.813232
	Iteration 5Q: 3 clusters Score -206450.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -206513.593750 Penalty: 3766.813232
	Iteration 6Q: 3 clusters Score -206513.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -206558.937500 Penalty: 3766.813232
	Iteration 7Q: 3 clusters Score -206558.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -206628.812500 Penalty: 3766.813232
	Iteration 8Q: 3 clusters Score -206628.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -206723.031250 Penalty: 3766.813232
	Iteration 9Q: 3 clusters Score -206723 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -206882.187500 Penalty: 3766.813232
	Iteration 10Q: 3 clusters Score -206882.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -207094.343750 Penalty: 3766.813232
	Iteration 11F: 3 clusters Score -207094.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -207393.468750 Penalty: 3766.813232
	Iteration 12F: 3 clusters Score -207393.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -207858.828125 Penalty: 3766.813232
	Iteration 13F: 3 clusters Score -207858.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -208320.656250 Penalty: 3766.813232
	Iteration 14F: 3 clusters Score -208320.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -208608.609375 Penalty: 3766.813232
	Iteration 15Q: 3 clusters Score -208608.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -208700.078125 Penalty: 3766.813232
	Iteration 16Q: 3 clusters Score -208700.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -208727.859375 Penalty: 3766.813232
	Iteration 17Q: 3 clusters Score -208727.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -208741.078125 Penalty: 3766.813232
	Iteration 18Q: 3 clusters Score -208741.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -208745.453125 Penalty: 3766.813232
	Iteration 19Q: 3 clusters Score -208745.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -208746.265625 Penalty: 3766.813232
	Iteration 20F: 3 clusters Score -208746.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1262 members 
Mstep: Class 4 contains 230584 members 
Mstep: Class 5 contains 237650 members 
Mstep: Class 7 contains 2327 members 
Mstep: Class 9 contains 1120 members 
Mstep: Class 10 contains 23833 members 
Mstep: Class 13 contains 80579 members 
Mstep: Class 14 contains 247881 members 
Mstep: Class 15 contains 4293 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 37640 members 
Mstep: Class 19 contains 2029 members 
Entering Unmasked Estep 
Score: -104235048.000000 Penalty: 44105.894531
Splitting cluster 1 changes total score from -104234520.000000 to -104235048.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (230584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230584 members 
Entering Unmasked Estep 
Score: -27984030.000000 Penalty: 3062.395996
	Iteration 0F: 2 clusters Score -2.798403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115048 members 
Mstep: Class 2 contains 115536 members 
Entering Unmasked Estep 
Score: -27841202.000000 Penalty: 6124.791992
	Iteration 0F: 3 clusters Score -2.78412e+07 nChanged 111148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109412 members 
Mstep: Class 2 contains 121172 members 
Entering Unmasked Estep 
Score: -27906600.000000 Penalty: 6124.791992
	Iteration 1F: 3 clusters Score -2.79066e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105981 members 
Mstep: Class 2 contains 124603 members 
Entering Unmasked Estep 
Score: -27908302.000000 Penalty: 6124.791992
	Iteration 2Q: 3 clusters Score -2.79083e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100821 members 
Mstep: Class 2 contains 129763 members 
Entering Unmasked Estep 
Score: -27910836.000000 Penalty: 6124.791992
	Iteration 3Q: 3 clusters Score -2.791084e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93179 members 
Mstep: Class 2 contains 137405 members 
Entering Unmasked Estep 
Score: -27914544.000000 Penalty: 6124.791992
	Iteration 4Q: 3 clusters Score -2.791454e+07 nChanged 11943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 148338 members 
Entering Unmasked Estep 
Score: -27920872.000000 Penalty: 6124.791992
	Iteration 5F: 3 clusters Score -2.792087e+07 nChanged 15552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67188 members 
Mstep: Class 2 contains 163396 members 
Entering Unmasked Estep 
Score: -27930758.000000 Penalty: 6124.791992
	Iteration 6F: 3 clusters Score -2.793076e+07 nChanged 18611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 181779 members 
Entering Unmasked Estep 
Score: -27944878.000000 Penalty: 6124.791992
	Iteration 7F: 3 clusters Score -2.794488e+07 nChanged 18733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 200436 members 
Entering Unmasked Estep 
Score: -27959716.000000 Penalty: 6124.791992
	Iteration 8F: 3 clusters Score -2.795972e+07 nChanged 14572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 214980 members 
Entering Unmasked Estep 
Score: -27969840.000000 Penalty: 6124.791992
	Iteration 9F: 3 clusters Score -2.796984e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 223335 members 
Entering Unmasked Estep 
Score: -27976070.000000 Penalty: 6124.791992
	Iteration 10Q: 3 clusters Score -2.797607e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 227110 members 
Entering Unmasked Estep 
Score: -27979056.000000 Penalty: 6124.791992
	Iteration 11Q: 3 clusters Score -2.797906e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 228621 members 
Entering Unmasked Estep 
Score: -27980282.000000 Penalty: 6124.791992
	Iteration 12Q: 3 clusters Score -2.798028e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 229240 members 
Entering Unmasked Estep 
Score: -27980734.000000 Penalty: 6124.791992
	Iteration 13Q: 3 clusters Score -2.798073e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 229494 members 
Entering Unmasked Estep 
Score: -27980996.000000 Penalty: 6124.791992
	Iteration 14Q: 3 clusters Score -2.7981e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 229629 members 
Entering Unmasked Estep 
Score: -27981106.000000 Penalty: 6124.791992
	Iteration 15Q: 3 clusters Score -2.798111e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 229691 members 
Entering Unmasked Estep 
Score: -27981158.000000 Penalty: 6124.791992
	Iteration 16Q: 3 clusters Score -2.798116e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 229746 members 
Entering Unmasked Estep 
Score: -27981222.000000 Penalty: 6124.791992
	Iteration 17Q: 3 clusters Score -2.798122e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 229788 members 
Entering Unmasked Estep 
Score: -27981270.000000 Penalty: 6124.791992
	Iteration 18Q: 3 clusters Score -2.798127e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 229818 members 
Entering Unmasked Estep 
Score: -27981286.000000 Penalty: 6124.791992
	Iteration 19Q: 3 clusters Score -2.798129e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 229837 members 
Entering Unmasked Estep 
Score: -27981336.000000 Penalty: 6124.791992
	Iteration 20F: 3 clusters Score -2.798134e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 229852 members 
Entering Unmasked Estep 
Score: -27981340.000000 Penalty: 6124.791992
	Iteration 21Q: 3 clusters Score -2.798134e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 229870 members 
Entering Unmasked Estep 
Score: -27981356.000000 Penalty: 6124.791992
	Iteration 22Q: 3 clusters Score -2.798136e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 229891 members 
Entering Unmasked Estep 
Score: -27981364.000000 Penalty: 6124.791992
	Iteration 23Q: 3 clusters Score -2.798136e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 229901 members 
Entering Unmasked Estep 
Score: -27981388.000000 Penalty: 6124.791992
	Iteration 24Q: 3 clusters Score -2.798139e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 229905 members 
Entering Unmasked Estep 
Score: -27981388.000000 Penalty: 6124.791992
	Iteration 25Q: 3 clusters Score -2.798139e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 229908 members 
Entering Unmasked Estep 
Score: -27981390.000000 Penalty: 6124.791992
	Iteration 26Q: 3 clusters Score -2.798139e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 229913 members 
Entering Unmasked Estep 
Score: -27981380.000000 Penalty: 6124.791992
	Iteration 27Q: 3 clusters Score -2.798138e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 229912 members 
Entering Unmasked Estep 
Score: -27981398.000000 Penalty: 6124.791992
	Iteration 28Q: 3 clusters Score -2.79814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 229917 members 
Entering Unmasked Estep 
Score: -27981412.000000 Penalty: 6124.791992
	Iteration 29Q: 3 clusters Score -2.798141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 229921 members 
Entering Unmasked Estep 
Score: -27981400.000000 Penalty: 6124.791992
	Iteration 30Q: 3 clusters Score -2.79814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 229924 members 
Entering Unmasked Estep 
Score: -27981426.000000 Penalty: 6124.791992
	Iteration 31Q: 3 clusters Score -2.798143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 229926 members 
Entering Unmasked Estep 
Score: -27981430.000000 Penalty: 6124.791992
	Iteration 32Q: 3 clusters Score -2.798143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 229922 members 
Entering Unmasked Estep 
Score: -27981442.000000 Penalty: 6124.791992
	Iteration 33Q: 3 clusters Score -2.798144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 229921 members 
Entering Unmasked Estep 
Score: -27981446.000000 Penalty: 6124.791992
	Iteration 34Q: 3 clusters Score -2.798145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 229929 members 
Entering Unmasked Estep 
Score: -27981448.000000 Penalty: 6124.791992
	Iteration 35Q: 3 clusters Score -2.798145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 229929 members 
Entering Unmasked Estep 
Score: -27981438.000000 Penalty: 6124.791992
	Iteration 36Q: 3 clusters Score -2.798144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 229929 members 
Entering Unmasked Estep 
Score: -27981436.000000 Penalty: 6124.791992
	Iteration 37Q: 3 clusters Score -2.798144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 229931 members 
Entering Unmasked Estep 
Score: -27981450.000000 Penalty: 6124.791992
	Iteration 38Q: 3 clusters Score -2.798145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 229935 members 
Entering Unmasked Estep 
Score: -27981474.000000 Penalty: 6124.791992
	Iteration 39Q: 3 clusters Score -2.798147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 229936 members 
Entering Unmasked Estep 
Score: -27981486.000000 Penalty: 6124.791992
	Iteration 40F: 3 clusters Score -2.798149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 229938 members 
Entering Unmasked Estep 
Score: -27981480.000000 Penalty: 6124.791992
	Iteration 41Q: 3 clusters Score -2.798148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 229938 members 
Entering Unmasked Estep 
Score: -27981478.000000 Penalty: 6124.791992
	Iteration 42Q: 3 clusters Score -2.798148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 229938 members 
Entering Unmasked Estep 
Score: -27981478.000000 Penalty: 6124.791992
	Iteration 43F: 3 clusters Score -2.798148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (237650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237650 members 
Entering Unmasked Estep 
Score: -28716000.000000 Penalty: 3069.881592
	Iteration 0F: 2 clusters Score -2.8716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119048 members 
Mstep: Class 2 contains 118602 members 
Entering Unmasked Estep 
Score: -28560026.000000 Penalty: 6139.763184
	Iteration 0F: 3 clusters Score -2.856003e+07 nChanged 114709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123215 members 
Mstep: Class 2 contains 114435 members 
Entering Unmasked Estep 
Score: -28627182.000000 Penalty: 6139.763184
	Iteration 1F: 3 clusters Score -2.862718e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126121 members 
Mstep: Class 2 contains 111529 members 
Entering Unmasked Estep 
Score: -28628856.000000 Penalty: 6139.763184
	Iteration 2Q: 3 clusters Score -2.862886e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130969 members 
Mstep: Class 2 contains 106681 members 
Entering Unmasked Estep 
Score: -28631336.000000 Penalty: 6139.763184
	Iteration 3Q: 3 clusters Score -2.863134e+07 nChanged 10554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138377 members 
Mstep: Class 2 contains 99273 members 
Entering Unmasked Estep 
Score: -28635764.000000 Penalty: 6139.763184
	Iteration 4Q: 3 clusters Score -2.863576e+07 nChanged 13798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148871 members 
Mstep: Class 2 contains 88779 members 
Entering Unmasked Estep 
Score: -28643864.000000 Penalty: 6139.763184
	Iteration 5F: 3 clusters Score -2.864386e+07 nChanged 17587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162950 members 
Mstep: Class 2 contains 74700 members 
Entering Unmasked Estep 
Score: -28656496.000000 Penalty: 6139.763184
	Iteration 6F: 3 clusters Score -2.86565e+07 nChanged 19091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178331 members 
Mstep: Class 2 contains 59319 members 
Entering Unmasked Estep 
Score: -28672012.000000 Penalty: 6139.763184
	Iteration 7F: 3 clusters Score -2.867201e+07 nChanged 16855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191876 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -28686848.000000 Penalty: 6139.763184
	Iteration 8F: 3 clusters Score -2.868685e+07 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200522 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -28698698.000000 Penalty: 6139.763184
	Iteration 9Q: 3 clusters Score -2.86987e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204596 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -28705854.000000 Penalty: 6139.763184
	Iteration 10Q: 3 clusters Score -2.870585e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206805 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -28709206.000000 Penalty: 6139.763184
	Iteration 11Q: 3 clusters Score -2.870921e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208433 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -28710842.000000 Penalty: 6139.763184
	Iteration 12Q: 3 clusters Score -2.871084e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209790 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -28711596.000000 Penalty: 6139.763184
	Iteration 13Q: 3 clusters Score -2.87116e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210945 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -28712216.000000 Penalty: 6139.763184
	Iteration 14Q: 3 clusters Score -2.871222e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211891 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -28712596.000000 Penalty: 6139.763184
	Iteration 15Q: 3 clusters Score -2.87126e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212677 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -28712908.000000 Penalty: 6139.763184
	Iteration 16Q: 3 clusters Score -2.871291e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213336 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -28713012.000000 Penalty: 6139.763184
	Iteration 17Q: 3 clusters Score -2.871301e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213898 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -28713116.000000 Penalty: 6139.763184
	Iteration 18Q: 3 clusters Score -2.871312e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214382 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -28713164.000000 Penalty: 6139.763184
	Iteration 19Q: 3 clusters Score -2.871316e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214840 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -28713282.000000 Penalty: 6139.763184
	Iteration 20F: 3 clusters Score -2.871328e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215251 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -28713300.000000 Penalty: 6139.763184
	Iteration 21Q: 3 clusters Score -2.87133e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215628 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -28713356.000000 Penalty: 6139.763184
	Iteration 22Q: 3 clusters Score -2.871336e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215971 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -28713408.000000 Penalty: 6139.763184
	Iteration 23Q: 3 clusters Score -2.871341e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216255 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -28713406.000000 Penalty: 6139.763184
	Iteration 24Q: 3 clusters Score -2.871341e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216513 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -28713502.000000 Penalty: 6139.763184
	Iteration 25Q: 3 clusters Score -2.87135e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216741 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -28713552.000000 Penalty: 6139.763184
	Iteration 26Q: 3 clusters Score -2.871355e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216954 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -28713638.000000 Penalty: 6139.763184
	Iteration 27Q: 3 clusters Score -2.871364e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217151 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -28713676.000000 Penalty: 6139.763184
	Iteration 28Q: 3 clusters Score -2.871368e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217311 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -28713766.000000 Penalty: 6139.763184
	Iteration 29Q: 3 clusters Score -2.871377e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217439 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -28713742.000000 Penalty: 6139.763184
	Iteration 30Q: 3 clusters Score -2.871374e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217563 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -28713716.000000 Penalty: 6139.763184
	Iteration 31Q: 3 clusters Score -2.871372e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217661 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -28713728.000000 Penalty: 6139.763184
	Iteration 32Q: 3 clusters Score -2.871373e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217737 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -28713746.000000 Penalty: 6139.763184
	Iteration 33Q: 3 clusters Score -2.871375e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217816 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -28713726.000000 Penalty: 6139.763184
	Iteration 34Q: 3 clusters Score -2.871373e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217883 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -28713744.000000 Penalty: 6139.763184
	Iteration 35Q: 3 clusters Score -2.871374e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217955 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -28713754.000000 Penalty: 6139.763184
	Iteration 36Q: 3 clusters Score -2.871375e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218017 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -28713792.000000 Penalty: 6139.763184
	Iteration 37Q: 3 clusters Score -2.871379e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218073 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -28713806.000000 Penalty: 6139.763184
	Iteration 38Q: 3 clusters Score -2.871381e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218113 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -28713782.000000 Penalty: 6139.763184
	Iteration 39Q: 3 clusters Score -2.871378e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218148 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -28713792.000000 Penalty: 6139.763184
	Iteration 40F: 3 clusters Score -2.871379e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218183 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -28713764.000000 Penalty: 6139.763184
	Iteration 41Q: 3 clusters Score -2.871376e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218205 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -28713786.000000 Penalty: 6139.763184
	Iteration 42Q: 3 clusters Score -2.871379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218218 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -28713782.000000 Penalty: 6139.763184
	Iteration 43Q: 3 clusters Score -2.871378e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218232 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -28713774.000000 Penalty: 6139.763184
	Iteration 44Q: 3 clusters Score -2.871377e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218247 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -28713790.000000 Penalty: 6139.763184
	Iteration 45Q: 3 clusters Score -2.871379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218261 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -28713776.000000 Penalty: 6139.763184
	Iteration 46Q: 3 clusters Score -2.871378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218272 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -28713790.000000 Penalty: 6139.763184
	Iteration 47Q: 3 clusters Score -2.871379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218284 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -28713800.000000 Penalty: 6139.763184
	Iteration 48Q: 3 clusters Score -2.87138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218296 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -28713784.000000 Penalty: 6139.763184
	Iteration 49Q: 3 clusters Score -2.871378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218305 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -28713796.000000 Penalty: 6139.763184
	Iteration 50Q: 3 clusters Score -2.87138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218315 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -28713786.000000 Penalty: 6139.763184
	Iteration 51Q: 3 clusters Score -2.871379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218323 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -28713774.000000 Penalty: 6139.763184
	Iteration 52Q: 3 clusters Score -2.871377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218330 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -28713784.000000 Penalty: 6139.763184
	Iteration 53Q: 3 clusters Score -2.871378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218342 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -28713780.000000 Penalty: 6139.763184
	Iteration 54Q: 3 clusters Score -2.871378e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218356 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -28713780.000000 Penalty: 6139.763184
	Iteration 55Q: 3 clusters Score -2.871378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218367 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -28713786.000000 Penalty: 6139.763184
	Iteration 56Q: 3 clusters Score -2.871379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218375 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -28713756.000000 Penalty: 6139.763184
	Iteration 57Q: 3 clusters Score -2.871376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218383 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -28713764.000000 Penalty: 6139.763184
	Iteration 58Q: 3 clusters Score -2.871376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218392 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -28713778.000000 Penalty: 6139.763184
	Iteration 59Q: 3 clusters Score -2.871378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218402 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -28713776.000000 Penalty: 6139.763184
	Iteration 60F: 3 clusters Score -2.871378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218413 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -28713770.000000 Penalty: 6139.763184
	Iteration 61Q: 3 clusters Score -2.871377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218419 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -28713746.000000 Penalty: 6139.763184
	Iteration 62Q: 3 clusters Score -2.871375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218425 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -28713752.000000 Penalty: 6139.763184
	Iteration 63Q: 3 clusters Score -2.871375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218429 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -28713762.000000 Penalty: 6139.763184
	Iteration 64Q: 3 clusters Score -2.871376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218432 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -28713750.000000 Penalty: 6139.763184
	Iteration 65Q: 3 clusters Score -2.871375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218435 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -28713752.000000 Penalty: 6139.763184
	Iteration 66Q: 3 clusters Score -2.871375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218435 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -28713752.000000 Penalty: 6139.763184
	Iteration 67F: 3 clusters Score -2.871375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Entering Unmasked Estep 
Score: -241248.859375 Penalty: 1922.579102
	Iteration 0F: 2 clusters Score -241248.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -238578.937500 Penalty: 3845.158203
	Iteration 0F: 3 clusters Score -238578.9 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -239535.828125 Penalty: 3845.158203
	Iteration 1F: 3 clusters Score -239535.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -240278.718750 Penalty: 3845.158203
	Iteration 2F: 3 clusters Score -240278.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -241030.328125 Penalty: 3845.158203
	Iteration 3F: 3 clusters Score -241030.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -241409.187500 Penalty: 3845.158203
	Iteration 4F: 3 clusters Score -241409.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -241508.531250 Penalty: 3845.158203
	Iteration 5Q: 3 clusters Score -241508.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -241537.531250 Penalty: 3845.158203
	Iteration 6Q: 3 clusters Score -241537.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -241544.937500 Penalty: 3845.158203
	Iteration 7Q: 3 clusters Score -241544.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -241555.875000 Penalty: 3845.158203
	Iteration 8Q: 3 clusters Score -241555.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -241562.781250 Penalty: 3845.158203
	Iteration 9Q: 3 clusters Score -241562.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -241570.031250 Penalty: 3845.158203
	Iteration 10Q: 3 clusters Score -241570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -241572.453125 Penalty: 3845.158203
	Iteration 11Q: 3 clusters Score -241572.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -241573.328125 Penalty: 3845.158203
	Iteration 12Q: 3 clusters Score -241573.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -241574.640625 Penalty: 3845.158203
	Iteration 13Q: 3 clusters Score -241574.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -241575.265625 Penalty: 3845.158203
	Iteration 14Q: 3 clusters Score -241575.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -241576.765625 Penalty: 3845.158203
	Iteration 15Q: 3 clusters Score -241576.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -241577.062500 Penalty: 3845.158203
	Iteration 16Q: 3 clusters Score -241577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -241577.062500 Penalty: 3845.158203
	Iteration 17F: 3 clusters Score -241577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1262 members 
Mstep: Class 3 contains 701 members 
Mstep: Class 4 contains 230584 members 
Mstep: Class 5 contains 237650 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 9 contains 1120 members 
Mstep: Class 10 contains 23833 members 
Mstep: Class 13 contains 80579 members 
Mstep: Class 14 contains 247881 members 
Mstep: Class 15 contains 4293 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 37640 members 
Mstep: Class 19 contains 2029 members 
Entering Unmasked Estep 
Score: -104233720.000000 Penalty: 47498.656250
Splitting cluster 7 changes total score from -104234520.000000 to -104233720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -98450.703125 Penalty: 1741.228760
	Iteration 0F: 2 clusters Score -98450.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -96802.781250 Penalty: 3482.457520
	Iteration 0F: 3 clusters Score -96802.78 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97615.328125 Penalty: 3482.457520
	Iteration 1F: 3 clusters Score -97615.33 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -98160.812500 Penalty: 3482.457520
	Iteration 2F: 3 clusters Score -98160.81 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -98585.210938 Penalty: 3482.457520
	Iteration 3F: 3 clusters Score -98585.21 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -98857.500000 Penalty: 3482.457520
	Iteration 4F: 3 clusters Score -98857.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -98951.679688 Penalty: 3482.457520
	Iteration 5Q: 3 clusters Score -98951.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -99112.210938 Penalty: 3482.457520
	Iteration 6Q: 3 clusters Score -99112.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -99274.398438 Penalty: 3482.457520
	Iteration 7Q: 3 clusters Score -99274.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -99421.484375 Penalty: 3482.457520
	Iteration 8Q: 3 clusters Score -99421.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -99525.531250 Penalty: 3482.457520
	Iteration 9Q: 3 clusters Score -99525.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -99566.640625 Penalty: 3482.457520
	Iteration 10Q: 3 clusters Score -99566.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -99590.085938 Penalty: 3482.457520
	Iteration 11Q: 3 clusters Score -99590.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -99609.492188 Penalty: 3482.457520
	Iteration 12Q: 3 clusters Score -99609.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -99615.710938 Penalty: 3482.457520
	Iteration 13Q: 3 clusters Score -99615.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -99622.359375 Penalty: 3482.457520
	Iteration 14Q: 3 clusters Score -99622.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -99625.851562 Penalty: 3482.457520
	Iteration 15Q: 3 clusters Score -99625.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -99628.726562 Penalty: 3482.457520
	Iteration 16Q: 3 clusters Score -99628.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -99633.367188 Penalty: 3482.457520
	Iteration 17Q: 3 clusters Score -99633.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -99637.328125 Penalty: 3482.457520
	Iteration 18Q: 3 clusters Score -99637.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -99641.195312 Penalty: 3482.457520
	Iteration 19Q: 3 clusters Score -99641.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -99651.015625 Penalty: 3482.457520
	Iteration 20F: 3 clusters Score -99651.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -99662.828125 Penalty: 3482.457520
	Iteration 21Q: 3 clusters Score -99662.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -99667.898438 Penalty: 3482.457520
	Iteration 22Q: 3 clusters Score -99667.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -99675.468750 Penalty: 3482.457520
	Iteration 23Q: 3 clusters Score -99675.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -99685.304688 Penalty: 3482.457520
	Iteration 24Q: 3 clusters Score -99685.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -99690.617188 Penalty: 3482.457520
	Iteration 25Q: 3 clusters Score -99690.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -99696.164062 Penalty: 3482.457520
	Iteration 26Q: 3 clusters Score -99696.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -99704.414062 Penalty: 3482.457520
	Iteration 27Q: 3 clusters Score -99704.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -99716.296875 Penalty: 3482.457520
	Iteration 28Q: 3 clusters Score -99716.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -99729.664062 Penalty: 3482.457520
	Iteration 29Q: 3 clusters Score -99729.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99743.945312 Penalty: 3482.457520
	Iteration 30Q: 3 clusters Score -99743.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -99748.492188 Penalty: 3482.457520
	Iteration 31Q: 3 clusters Score -99748.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -99754.695312 Penalty: 3482.457520
	Iteration 32Q: 3 clusters Score -99754.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -99767.421875 Penalty: 3482.457520
	Iteration 33Q: 3 clusters Score -99767.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -99774.601562 Penalty: 3482.457520
	Iteration 34Q: 3 clusters Score -99774.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -99779.367188 Penalty: 3482.457520
	Iteration 35Q: 3 clusters Score -99779.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -99783.304688 Penalty: 3482.457520
	Iteration 36Q: 3 clusters Score -99783.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -99787.031250 Penalty: 3482.457520
	Iteration 37Q: 3 clusters Score -99787.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -99787.031250 Penalty: 3482.457520
	Iteration 38F: 3 clusters Score -99787.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1262 members 
Mstep: Class 3 contains 402 members 
Mstep: Class 4 contains 230584 members 
Mstep: Class 5 contains 237650 members 
Mstep: Class 7 contains 2327 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 23833 members 
Mstep: Class 13 contains 80579 members 
Mstep: Class 14 contains 247881 members 
Mstep: Class 15 contains 4293 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 37640 members 
Mstep: Class 19 contains 2029 members 
Entering Unmasked Estep 
Score: -104234720.000000 Penalty: 47498.656250
Splitting cluster 9 changes total score from -104234520.000000 to -104234720.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 10 (23833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Entering Unmasked Estep 
Score: -2940321.000000 Penalty: 2499.549072
	Iteration 0F: 2 clusters Score -2940321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2923834.500000 Penalty: 4999.098145
	Iteration 0F: 3 clusters Score -2923834 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2929389.500000 Penalty: 4999.098145
	Iteration 1F: 3 clusters Score -2929390 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2929739.000000 Penalty: 4999.098145
	Iteration 2Q: 3 clusters Score -2929739 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2930062.750000 Penalty: 4999.098145
	Iteration 3Q: 3 clusters Score -2930063 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2930370.250000 Penalty: 4999.098145
	Iteration 4Q: 3 clusters Score -2930370 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2930675.000000 Penalty: 4999.098145
	Iteration 5Q: 3 clusters Score -2930675 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2931023.000000 Penalty: 4999.098145
	Iteration 6Q: 3 clusters Score -2931023 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2931536.750000 Penalty: 4999.098145
	Iteration 7Q: 3 clusters Score -2931537 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2932106.750000 Penalty: 4999.098145
	Iteration 8Q: 3 clusters Score -2932107 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2932909.250000 Penalty: 4999.098145
	Iteration 9Q: 3 clusters Score -2932909 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2933903.250000 Penalty: 4999.098145
	Iteration 10F: 3 clusters Score -2933903 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2934962.000000 Penalty: 4999.098145
	Iteration 11F: 3 clusters Score -2934962 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2935744.750000 Penalty: 4999.098145
	Iteration 12F: 3 clusters Score -2935745 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2936182.750000 Penalty: 4999.098145
	Iteration 13Q: 3 clusters Score -2936183 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2936389.500000 Penalty: 4999.098145
	Iteration 14Q: 3 clusters Score -2936390 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2936519.000000 Penalty: 4999.098145
	Iteration 15Q: 3 clusters Score -2936519 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2936604.750000 Penalty: 4999.098145
	Iteration 16Q: 3 clusters Score -2936605 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2936663.500000 Penalty: 4999.098145
	Iteration 17Q: 3 clusters Score -2936664 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2936735.250000 Penalty: 4999.098145
	Iteration 18Q: 3 clusters Score -2936735 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2936803.750000 Penalty: 4999.098145
	Iteration 19Q: 3 clusters Score -2936804 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2936846.500000 Penalty: 4999.098145
	Iteration 20F: 3 clusters Score -2936846 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2936865.750000 Penalty: 4999.098145
	Iteration 21Q: 3 clusters Score -2936866 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2936894.750000 Penalty: 4999.098145
	Iteration 22Q: 3 clusters Score -2936895 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2936917.750000 Penalty: 4999.098145
	Iteration 23Q: 3 clusters Score -2936918 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2936936.750000 Penalty: 4999.098145
	Iteration 24Q: 3 clusters Score -2936937 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2936953.000000 Penalty: 4999.098145
	Iteration 25Q: 3 clusters Score -2936953 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2936969.500000 Penalty: 4999.098145
	Iteration 26Q: 3 clusters Score -2936970 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2936990.250000 Penalty: 4999.098145
	Iteration 27Q: 3 clusters Score -2936990 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2936996.500000 Penalty: 4999.098145
	Iteration 28Q: 3 clusters Score -2936996 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2937015.250000 Penalty: 4999.098145
	Iteration 29Q: 3 clusters Score -2937015 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2937037.500000 Penalty: 4999.098145
	Iteration 30Q: 3 clusters Score -2937038 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2937039.750000 Penalty: 4999.098145
	Iteration 31Q: 3 clusters Score -2937040 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2937051.250000 Penalty: 4999.098145
	Iteration 32Q: 3 clusters Score -2937051 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2937060.250000 Penalty: 4999.098145
	Iteration 33Q: 3 clusters Score -2937060 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2937073.750000 Penalty: 4999.098145
	Iteration 34Q: 3 clusters Score -2937074 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2937075.250000 Penalty: 4999.098145
	Iteration 35Q: 3 clusters Score -2937075 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2937090.500000 Penalty: 4999.098145
	Iteration 36Q: 3 clusters Score -2937090 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2937099.250000 Penalty: 4999.098145
	Iteration 37Q: 3 clusters Score -2937099 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2937108.750000 Penalty: 4999.098145
	Iteration 38Q: 3 clusters Score -2937109 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2937121.250000 Penalty: 4999.098145
	Iteration 39Q: 3 clusters Score -2937121 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2937143.750000 Penalty: 4999.098145
	Iteration 40F: 3 clusters Score -2937144 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2937167.000000 Penalty: 4999.098145
	Iteration 41Q: 3 clusters Score -2937167 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2937182.250000 Penalty: 4999.098145
	Iteration 42Q: 3 clusters Score -2937182 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2937206.250000 Penalty: 4999.098145
	Iteration 43Q: 3 clusters Score -2937206 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2937233.750000 Penalty: 4999.098145
	Iteration 44Q: 3 clusters Score -2937234 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2937238.500000 Penalty: 4999.098145
	Iteration 45Q: 3 clusters Score -2937238 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2937256.000000 Penalty: 4999.098145
	Iteration 46Q: 3 clusters Score -2937256 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2937261.500000 Penalty: 4999.098145
	Iteration 47Q: 3 clusters Score -2937262 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2937285.750000 Penalty: 4999.098145
	Iteration 48Q: 3 clusters Score -2937286 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2937302.000000 Penalty: 4999.098145
	Iteration 49Q: 3 clusters Score -2937302 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2937328.750000 Penalty: 4999.098145
	Iteration 50Q: 3 clusters Score -2937329 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2937345.250000 Penalty: 4999.098145
	Iteration 51Q: 3 clusters Score -2937345 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2937355.500000 Penalty: 4999.098145
	Iteration 52Q: 3 clusters Score -2937356 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2937378.500000 Penalty: 4999.098145
	Iteration 53Q: 3 clusters Score -2937378 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2937399.500000 Penalty: 4999.098145
	Iteration 54Q: 3 clusters Score -2937400 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2937413.500000 Penalty: 4999.098145
	Iteration 55Q: 3 clusters Score -2937414 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2937422.250000 Penalty: 4999.098145
	Iteration 56Q: 3 clusters Score -2937422 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2937445.250000 Penalty: 4999.098145
	Iteration 57Q: 3 clusters Score -2937445 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2937453.250000 Penalty: 4999.098145
	Iteration 58Q: 3 clusters Score -2937453 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2937483.500000 Penalty: 4999.098145
	Iteration 59Q: 3 clusters Score -2937484 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2937504.500000 Penalty: 4999.098145
	Iteration 60F: 3 clusters Score -2937504 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2937510.250000 Penalty: 4999.098145
	Iteration 61Q: 3 clusters Score -2937510 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2937535.250000 Penalty: 4999.098145
	Iteration 62Q: 3 clusters Score -2937535 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2937537.250000 Penalty: 4999.098145
	Iteration 63Q: 3 clusters Score -2937537 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2937564.250000 Penalty: 4999.098145
	Iteration 64Q: 3 clusters Score -2937564 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2937579.500000 Penalty: 4999.098145
	Iteration 65Q: 3 clusters Score -2937580 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2937588.000000 Penalty: 4999.098145
	Iteration 66Q: 3 clusters Score -2937588 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2937609.750000 Penalty: 4999.098145
	Iteration 67Q: 3 clusters Score -2937610 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2937632.250000 Penalty: 4999.098145
	Iteration 68Q: 3 clusters Score -2937632 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2937647.250000 Penalty: 4999.098145
	Iteration 69Q: 3 clusters Score -2937647 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2937674.500000 Penalty: 4999.098145
	Iteration 70Q: 3 clusters Score -2937674 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2937703.500000 Penalty: 4999.098145
	Iteration 71Q: 3 clusters Score -2937704 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2937723.000000 Penalty: 4999.098145
	Iteration 72Q: 3 clusters Score -2937723 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2937746.750000 Penalty: 4999.098145
	Iteration 73Q: 3 clusters Score -2937747 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2937769.500000 Penalty: 4999.098145
	Iteration 74Q: 3 clusters Score -2937770 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2937791.500000 Penalty: 4999.098145
	Iteration 75Q: 3 clusters Score -2937792 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2937818.250000 Penalty: 4999.098145
	Iteration 76Q: 3 clusters Score -2937818 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2937831.250000 Penalty: 4999.098145
	Iteration 77Q: 3 clusters Score -2937831 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2937847.250000 Penalty: 4999.098145
	Iteration 78Q: 3 clusters Score -2937847 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2937864.750000 Penalty: 4999.098145
	Iteration 79Q: 3 clusters Score -2937865 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2937876.250000 Penalty: 4999.098145
	Iteration 80F: 3 clusters Score -2937876 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2937891.750000 Penalty: 4999.098145
	Iteration 81Q: 3 clusters Score -2937892 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2937910.500000 Penalty: 4999.098145
	Iteration 82Q: 3 clusters Score -2937910 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2937929.750000 Penalty: 4999.098145
	Iteration 83Q: 3 clusters Score -2937930 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2937942.750000 Penalty: 4999.098145
	Iteration 84Q: 3 clusters Score -2937943 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2937974.250000 Penalty: 4999.098145
	Iteration 85Q: 3 clusters Score -2937974 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2937982.500000 Penalty: 4999.098145
	Iteration 86Q: 3 clusters Score -2937982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2937988.000000 Penalty: 4999.098145
	Iteration 87Q: 3 clusters Score -2937988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2937993.000000 Penalty: 4999.098145
	Iteration 88Q: 3 clusters Score -2937993 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2938008.000000 Penalty: 4999.098145
	Iteration 89Q: 3 clusters Score -2938008 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2938017.750000 Penalty: 4999.098145
	Iteration 90Q: 3 clusters Score -2938018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2938027.500000 Penalty: 4999.098145
	Iteration 91Q: 3 clusters Score -2938028 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2938035.000000 Penalty: 4999.098145
	Iteration 92Q: 3 clusters Score -2938035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2938040.750000 Penalty: 4999.098145
	Iteration 93Q: 3 clusters Score -2938041 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2938060.750000 Penalty: 4999.098145
	Iteration 94Q: 3 clusters Score -2938061 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2938077.250000 Penalty: 4999.098145
	Iteration 95Q: 3 clusters Score -2938077 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2938085.500000 Penalty: 4999.098145
	Iteration 96Q: 3 clusters Score -2938086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2938089.750000 Penalty: 4999.098145
	Iteration 97Q: 3 clusters Score -2938090 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2938114.000000 Penalty: 4999.098145
	Iteration 98Q: 3 clusters Score -2938114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2938122.250000 Penalty: 4999.098145
	Iteration 99Q: 3 clusters Score -2938122 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2938136.750000 Penalty: 4999.098145
	Iteration 100F: 3 clusters Score -2938137 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2938143.500000 Penalty: 4999.098145
	Iteration 101Q: 3 clusters Score -2938144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2938156.250000 Penalty: 4999.098145
	Iteration 102Q: 3 clusters Score -2938156 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2938180.000000 Penalty: 4999.098145
	Iteration 103Q: 3 clusters Score -2938180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2938194.750000 Penalty: 4999.098145
	Iteration 104Q: 3 clusters Score -2938195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2938205.500000 Penalty: 4999.098145
	Iteration 105Q: 3 clusters Score -2938206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2938217.000000 Penalty: 4999.098145
	Iteration 106Q: 3 clusters Score -2938217 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2938228.750000 Penalty: 4999.098145
	Iteration 107Q: 3 clusters Score -2938229 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2938238.500000 Penalty: 4999.098145
	Iteration 108Q: 3 clusters Score -2938238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2938242.250000 Penalty: 4999.098145
	Iteration 109Q: 3 clusters Score -2938242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2938252.000000 Penalty: 4999.098145
	Iteration 110Q: 3 clusters Score -2938252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2938259.250000 Penalty: 4999.098145
	Iteration 111Q: 3 clusters Score -2938259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2938268.500000 Penalty: 4999.098145
	Iteration 112Q: 3 clusters Score -2938268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2938271.000000 Penalty: 4999.098145
	Iteration 113Q: 3 clusters Score -2938271 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2938282.250000 Penalty: 4999.098145
	Iteration 114Q: 3 clusters Score -2938282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2938290.250000 Penalty: 4999.098145
	Iteration 115Q: 3 clusters Score -2938290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2938300.500000 Penalty: 4999.098145
	Iteration 116Q: 3 clusters Score -2938300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2938302.750000 Penalty: 4999.098145
	Iteration 117Q: 3 clusters Score -2938303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2938307.250000 Penalty: 4999.098145
	Iteration 118Q: 3 clusters Score -2938307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2938317.500000 Penalty: 4999.098145
	Iteration 119Q: 3 clusters Score -2938318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2938318.000000 Penalty: 4999.098145
	Iteration 120F: 3 clusters Score -2938318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2938330.500000 Penalty: 4999.098145
	Iteration 121Q: 3 clusters Score -2938330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2938341.250000 Penalty: 4999.098145
	Iteration 122Q: 3 clusters Score -2938341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2938360.500000 Penalty: 4999.098145
	Iteration 123Q: 3 clusters Score -2938360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2938368.750000 Penalty: 4999.098145
	Iteration 124Q: 3 clusters Score -2938369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2938371.000000 Penalty: 4999.098145
	Iteration 125Q: 3 clusters Score -2938371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2938372.500000 Penalty: 4999.098145
	Iteration 126Q: 3 clusters Score -2938372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2938376.750000 Penalty: 4999.098145
	Iteration 127Q: 3 clusters Score -2938377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2938380.500000 Penalty: 4999.098145
	Iteration 128Q: 3 clusters Score -2938380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2938385.750000 Penalty: 4999.098145
	Iteration 129Q: 3 clusters Score -2938386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2938394.500000 Penalty: 4999.098145
	Iteration 130Q: 3 clusters Score -2938394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2938391.500000 Penalty: 4999.098145
	Iteration 131Q: 3 clusters Score -2938392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2938397.500000 Penalty: 4999.098145
	Iteration 132Q: 3 clusters Score -2938398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2938395.250000 Penalty: 4999.098145
	Iteration 133Q: 3 clusters Score -2938395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2938404.000000 Penalty: 4999.098145
	Iteration 134Q: 3 clusters Score -2938404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2938404.750000 Penalty: 4999.098145
	Iteration 135Q: 3 clusters Score -2938405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2938410.750000 Penalty: 4999.098145
	Iteration 136Q: 3 clusters Score -2938411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2938419.500000 Penalty: 4999.098145
	Iteration 137Q: 3 clusters Score -2938420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2938422.750000 Penalty: 4999.098145
	Iteration 138Q: 3 clusters Score -2938423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2938426.750000 Penalty: 4999.098145
	Iteration 139Q: 3 clusters Score -2938427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2938438.000000 Penalty: 4999.098145
	Iteration 140F: 3 clusters Score -2938438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2938436.250000 Penalty: 4999.098145
	Iteration 141Q: 3 clusters Score -2938436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2938435.250000 Penalty: 4999.098145
	Iteration 142Q: 3 clusters Score -2938435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2938436.250000 Penalty: 4999.098145
	Iteration 143Q: 3 clusters Score -2938436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2938437.250000 Penalty: 4999.098145
	Iteration 144Q: 3 clusters Score -2938437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2938440.000000 Penalty: 4999.098145
	Iteration 145Q: 3 clusters Score -2938440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2938439.750000 Penalty: 4999.098145
	Iteration 146Q: 3 clusters Score -2938440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2938435.250000 Penalty: 4999.098145
	Iteration 147Q: 3 clusters Score -2938435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2938441.500000 Penalty: 4999.098145
	Iteration 148Q: 3 clusters Score -2938442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2938442.750000 Penalty: 4999.098145
	Iteration 149Q: 3 clusters Score -2938443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2938441.000000 Penalty: 4999.098145
	Iteration 150Q: 3 clusters Score -2938441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2938443.750000 Penalty: 4999.098145
	Iteration 151Q: 3 clusters Score -2938444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2938440.750000 Penalty: 4999.098145
	Iteration 152Q: 3 clusters Score -2938441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2938443.500000 Penalty: 4999.098145
	Iteration 153Q: 3 clusters Score -2938444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2938448.750000 Penalty: 4999.098145
	Iteration 154Q: 3 clusters Score -2938449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2938448.000000 Penalty: 4999.098145
	Iteration 155Q: 3 clusters Score -2938448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2938448.000000 Penalty: 4999.098145
	Iteration 156F: 3 clusters Score -2938448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (80579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80579 members 
Entering Unmasked Estep 
Score: -9876174.000000 Penalty: 2801.654297
	Iteration 0F: 2 clusters Score -9876174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -9822205.000000 Penalty: 5603.308594
	Iteration 0F: 3 clusters Score -9822205 nChanged 37751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -9843149.000000 Penalty: 5603.308594
	Iteration 1F: 3 clusters Score -9843149 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -9843691.000000 Penalty: 5603.308594
	Iteration 2Q: 3 clusters Score -9843691 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -9844318.000000 Penalty: 5603.308594
	Iteration 3Q: 3 clusters Score -9844318 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -9844999.000000 Penalty: 5603.308594
	Iteration 4Q: 3 clusters Score -9844999 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -9845897.000000 Penalty: 5603.308594
	Iteration 5Q: 3 clusters Score -9845897 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -9847341.000000 Penalty: 5603.308594
	Iteration 6Q: 3 clusters Score -9847341 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -9849703.000000 Penalty: 5603.308594
	Iteration 7F: 3 clusters Score -9849703 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -9853396.000000 Penalty: 5603.308594
	Iteration 8F: 3 clusters Score -9853396 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -9858479.000000 Penalty: 5603.308594
	Iteration 9F: 3 clusters Score -9858479 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67385 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -9863888.000000 Penalty: 5603.308594
	Iteration 10F: 3 clusters Score -9863888 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -9868188.000000 Penalty: 5603.308594
	Iteration 11Q: 3 clusters Score -9868188 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73067 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -9870765.000000 Penalty: 5603.308594
	Iteration 12Q: 3 clusters Score -9870765 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74057 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -9872026.000000 Penalty: 5603.308594
	Iteration 13Q: 3 clusters Score -9872026 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -9872583.000000 Penalty: 5603.308594
	Iteration 14Q: 3 clusters Score -9872583 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74988 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -9872887.000000 Penalty: 5603.308594
	Iteration 15Q: 3 clusters Score -9872887 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75256 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -9873076.000000 Penalty: 5603.308594
	Iteration 16Q: 3 clusters Score -9873076 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75508 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -9873178.000000 Penalty: 5603.308594
	Iteration 17Q: 3 clusters Score -9873178 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75717 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -9873287.000000 Penalty: 5603.308594
	Iteration 18Q: 3 clusters Score -9873287 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -9873323.000000 Penalty: 5603.308594
	Iteration 19Q: 3 clusters Score -9873323 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -9873378.000000 Penalty: 5603.308594
	Iteration 20F: 3 clusters Score -9873378 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76180 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -9873422.000000 Penalty: 5603.308594
	Iteration 21Q: 3 clusters Score -9873422 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76275 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -9873451.000000 Penalty: 5603.308594
	Iteration 22Q: 3 clusters Score -9873451 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -9873480.000000 Penalty: 5603.308594
	Iteration 23Q: 3 clusters Score -9873480 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76461 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -9873494.000000 Penalty: 5603.308594
	Iteration 24Q: 3 clusters Score -9873494 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76543 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -9873501.000000 Penalty: 5603.308594
	Iteration 25Q: 3 clusters Score -9873501 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76619 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -9873537.000000 Penalty: 5603.308594
	Iteration 26Q: 3 clusters Score -9873537 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76697 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -9873545.000000 Penalty: 5603.308594
	Iteration 27Q: 3 clusters Score -9873545 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76758 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -9873575.000000 Penalty: 5603.308594
	Iteration 28Q: 3 clusters Score -9873575 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76834 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -9873586.000000 Penalty: 5603.308594
	Iteration 29Q: 3 clusters Score -9873586 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76891 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -9873598.000000 Penalty: 5603.308594
	Iteration 30Q: 3 clusters Score -9873598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -9873591.000000 Penalty: 5603.308594
	Iteration 31Q: 3 clusters Score -9873591 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -9873606.000000 Penalty: 5603.308594
	Iteration 32Q: 3 clusters Score -9873606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -9873636.000000 Penalty: 5603.308594
	Iteration 33Q: 3 clusters Score -9873636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -9873649.000000 Penalty: 5603.308594
	Iteration 34Q: 3 clusters Score -9873649 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77158 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -9873653.000000 Penalty: 5603.308594
	Iteration 35Q: 3 clusters Score -9873653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -9873658.000000 Penalty: 5603.308594
	Iteration 36Q: 3 clusters Score -9873658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -9873687.000000 Penalty: 5603.308594
	Iteration 37Q: 3 clusters Score -9873687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77258 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -9873688.000000 Penalty: 5603.308594
	Iteration 38Q: 3 clusters Score -9873688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77287 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -9873704.000000 Penalty: 5603.308594
	Iteration 39Q: 3 clusters Score -9873704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77315 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -9873698.000000 Penalty: 5603.308594
	Iteration 40F: 3 clusters Score -9873698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77340 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -9873694.000000 Penalty: 5603.308594
	Iteration 41Q: 3 clusters Score -9873694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77368 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -9873720.000000 Penalty: 5603.308594
	Iteration 42Q: 3 clusters Score -9873720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77400 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -9873723.000000 Penalty: 5603.308594
	Iteration 43Q: 3 clusters Score -9873723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77430 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -9873738.000000 Penalty: 5603.308594
	Iteration 44Q: 3 clusters Score -9873738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77453 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -9873747.000000 Penalty: 5603.308594
	Iteration 45Q: 3 clusters Score -9873747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77469 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -9873749.000000 Penalty: 5603.308594
	Iteration 46Q: 3 clusters Score -9873749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77482 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -9873750.000000 Penalty: 5603.308594
	Iteration 47Q: 3 clusters Score -9873750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77492 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -9873758.000000 Penalty: 5603.308594
	Iteration 48Q: 3 clusters Score -9873758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -9873753.000000 Penalty: 5603.308594
	Iteration 49Q: 3 clusters Score -9873753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77517 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -9873753.000000 Penalty: 5603.308594
	Iteration 50Q: 3 clusters Score -9873753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77529 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -9873773.000000 Penalty: 5603.308594
	Iteration 51Q: 3 clusters Score -9873773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -9873777.000000 Penalty: 5603.308594
	Iteration 52Q: 3 clusters Score -9873777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77559 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -9873786.000000 Penalty: 5603.308594
	Iteration 53Q: 3 clusters Score -9873786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -9873803.000000 Penalty: 5603.308594
	Iteration 54Q: 3 clusters Score -9873803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77599 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -9873788.000000 Penalty: 5603.308594
	Iteration 55Q: 3 clusters Score -9873788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -9873802.000000 Penalty: 5603.308594
	Iteration 56Q: 3 clusters Score -9873802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -9873791.000000 Penalty: 5603.308594
	Iteration 57Q: 3 clusters Score -9873791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77655 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -9873777.000000 Penalty: 5603.308594
	Iteration 58Q: 3 clusters Score -9873777 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -9873775.000000 Penalty: 5603.308594
	Iteration 59Q: 3 clusters Score -9873775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77703 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -9873761.000000 Penalty: 5603.308594
	Iteration 60F: 3 clusters Score -9873761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77724 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -9873763.000000 Penalty: 5603.308594
	Iteration 61Q: 3 clusters Score -9873763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77733 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -9873777.000000 Penalty: 5603.308594
	Iteration 62Q: 3 clusters Score -9873777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77743 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -9873774.000000 Penalty: 5603.308594
	Iteration 63Q: 3 clusters Score -9873774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -9873776.000000 Penalty: 5603.308594
	Iteration 64Q: 3 clusters Score -9873776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77758 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -9873773.000000 Penalty: 5603.308594
	Iteration 65Q: 3 clusters Score -9873773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77768 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -9873781.000000 Penalty: 5603.308594
	Iteration 66Q: 3 clusters Score -9873781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -9873766.000000 Penalty: 5603.308594
	Iteration 67Q: 3 clusters Score -9873766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -9873759.000000 Penalty: 5603.308594
	Iteration 68Q: 3 clusters Score -9873759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -9873767.000000 Penalty: 5603.308594
	Iteration 69Q: 3 clusters Score -9873767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -9873778.000000 Penalty: 5603.308594
	Iteration 70Q: 3 clusters Score -9873778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -9873778.000000 Penalty: 5603.308594
	Iteration 71Q: 3 clusters Score -9873778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -9873778.000000 Penalty: 5603.308594
	Iteration 72F: 3 clusters Score -9873778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (247881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247881 members 
Entering Unmasked Estep 
Score: -30077356.000000 Penalty: 3080.334473
	Iteration 0F: 2 clusters Score -3.007736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124078 members 
Mstep: Class 2 contains 123803 members 
Entering Unmasked Estep 
Score: -29931008.000000 Penalty: 6160.668945
	Iteration 0F: 3 clusters Score -2.993101e+07 nChanged 119454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125600 members 
Mstep: Class 2 contains 122281 members 
Entering Unmasked Estep 
Score: -30000898.000000 Penalty: 6160.668945
	Iteration 1F: 3 clusters Score -3.00009e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126870 members 
Mstep: Class 2 contains 121011 members 
Entering Unmasked Estep 
Score: -30002144.000000 Penalty: 6160.668945
	Iteration 2Q: 3 clusters Score -3.000214e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128656 members 
Mstep: Class 2 contains 119225 members 
Entering Unmasked Estep 
Score: -30004156.000000 Penalty: 6160.668945
	Iteration 3Q: 3 clusters Score -3.000416e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131202 members 
Mstep: Class 2 contains 116679 members 
Entering Unmasked Estep 
Score: -30006366.000000 Penalty: 6160.668945
	Iteration 4Q: 3 clusters Score -3.000637e+07 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134824 members 
Mstep: Class 2 contains 113057 members 
Entering Unmasked Estep 
Score: -30009484.000000 Penalty: 6160.668945
	Iteration 5Q: 3 clusters Score -3.000948e+07 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139986 members 
Mstep: Class 2 contains 107895 members 
Entering Unmasked Estep 
Score: -30014262.000000 Penalty: 6160.668945
	Iteration 6Q: 3 clusters Score -3.001426e+07 nChanged 12232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146996 members 
Mstep: Class 2 contains 100885 members 
Entering Unmasked Estep 
Score: -30021028.000000 Penalty: 6160.668945
	Iteration 7Q: 3 clusters Score -3.002103e+07 nChanged 14002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155716 members 
Mstep: Class 2 contains 92165 members 
Entering Unmasked Estep 
Score: -30029984.000000 Penalty: 6160.668945
	Iteration 8F: 3 clusters Score -3.002998e+07 nChanged 15228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165094 members 
Mstep: Class 2 contains 82787 members 
Entering Unmasked Estep 
Score: -30040526.000000 Penalty: 6160.668945
	Iteration 9F: 3 clusters Score -3.004053e+07 nChanged 15015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172975 members 
Mstep: Class 2 contains 74906 members 
Entering Unmasked Estep 
Score: -30050690.000000 Penalty: 6160.668945
	Iteration 10F: 3 clusters Score -3.005069e+07 nChanged 12929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178280 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -30058064.000000 Penalty: 6160.668945
	Iteration 11F: 3 clusters Score -3.005806e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181730 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -30061818.000000 Penalty: 6160.668945
	Iteration 12Q: 3 clusters Score -3.006182e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184017 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
Score: -30063750.000000 Penalty: 6160.668945
	Iteration 13Q: 3 clusters Score -3.006375e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185861 members 
Mstep: Class 2 contains 62020 members 
Entering Unmasked Estep 
Score: -30064970.000000 Penalty: 6160.668945
	Iteration 14Q: 3 clusters Score -3.006497e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187520 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -30065674.000000 Penalty: 6160.668945
	Iteration 15Q: 3 clusters Score -3.006567e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188955 members 
Mstep: Class 2 contains 58926 members 
Entering Unmasked Estep 
Score: -30066194.000000 Penalty: 6160.668945
	Iteration 16Q: 3 clusters Score -3.006619e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190221 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
Score: -30066680.000000 Penalty: 6160.668945
	Iteration 17Q: 3 clusters Score -3.006668e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191437 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -30067072.000000 Penalty: 6160.668945
	Iteration 18Q: 3 clusters Score -3.006707e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192535 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -30067396.000000 Penalty: 6160.668945
	Iteration 19Q: 3 clusters Score -3.00674e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193534 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -30067716.000000 Penalty: 6160.668945
	Iteration 20F: 3 clusters Score -3.006772e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194447 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -30067898.000000 Penalty: 6160.668945
	Iteration 21Q: 3 clusters Score -3.00679e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195231 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -30068188.000000 Penalty: 6160.668945
	Iteration 22Q: 3 clusters Score -3.006819e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195955 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -30068372.000000 Penalty: 6160.668945
	Iteration 23Q: 3 clusters Score -3.006837e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196613 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -30068594.000000 Penalty: 6160.668945
	Iteration 24Q: 3 clusters Score -3.006859e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197200 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -30068702.000000 Penalty: 6160.668945
	Iteration 25Q: 3 clusters Score -3.00687e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197712 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -30068958.000000 Penalty: 6160.668945
	Iteration 26Q: 3 clusters Score -3.006896e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198247 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -30069046.000000 Penalty: 6160.668945
	Iteration 27Q: 3 clusters Score -3.006905e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198754 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -30069326.000000 Penalty: 6160.668945
	Iteration 28Q: 3 clusters Score -3.006933e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199253 members 
Mstep: Class 2 contains 48628 members 
Entering Unmasked Estep 
Score: -30069438.000000 Penalty: 6160.668945
	Iteration 29Q: 3 clusters Score -3.006944e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199723 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -30069570.000000 Penalty: 6160.668945
	Iteration 30Q: 3 clusters Score -3.006957e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200119 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -30069620.000000 Penalty: 6160.668945
	Iteration 31Q: 3 clusters Score -3.006962e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200481 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -30069630.000000 Penalty: 6160.668945
	Iteration 32Q: 3 clusters Score -3.006963e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200777 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -30069672.000000 Penalty: 6160.668945
	Iteration 33Q: 3 clusters Score -3.006967e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201061 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -30069856.000000 Penalty: 6160.668945
	Iteration 34Q: 3 clusters Score -3.006986e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201330 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -30069868.000000 Penalty: 6160.668945
	Iteration 35Q: 3 clusters Score -3.006987e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201577 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -30069918.000000 Penalty: 6160.668945
	Iteration 36Q: 3 clusters Score -3.006992e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201842 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -30069958.000000 Penalty: 6160.668945
	Iteration 37Q: 3 clusters Score -3.006996e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202090 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -30070026.000000 Penalty: 6160.668945
	Iteration 38Q: 3 clusters Score -3.007003e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202361 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -30069986.000000 Penalty: 6160.668945
	Iteration 39Q: 3 clusters Score -3.006999e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202590 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -30069986.000000 Penalty: 6160.668945
	Iteration 40F: 3 clusters Score -3.006999e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202767 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -30070026.000000 Penalty: 6160.668945
	Iteration 41Q: 3 clusters Score -3.007003e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202935 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -30070110.000000 Penalty: 6160.668945
	Iteration 42Q: 3 clusters Score -3.007011e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203126 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -30070156.000000 Penalty: 6160.668945
	Iteration 43Q: 3 clusters Score -3.007016e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203314 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -30070160.000000 Penalty: 6160.668945
	Iteration 44Q: 3 clusters Score -3.007016e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203492 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -30070190.000000 Penalty: 6160.668945
	Iteration 45Q: 3 clusters Score -3.007019e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203666 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -30070120.000000 Penalty: 6160.668945
	Iteration 46Q: 3 clusters Score -3.007012e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203845 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -30070220.000000 Penalty: 6160.668945
	Iteration 47Q: 3 clusters Score -3.007022e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204032 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -30070216.000000 Penalty: 6160.668945
	Iteration 48Q: 3 clusters Score -3.007022e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204239 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -30070166.000000 Penalty: 6160.668945
	Iteration 49Q: 3 clusters Score -3.007017e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204431 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -30070228.000000 Penalty: 6160.668945
	Iteration 50Q: 3 clusters Score -3.007023e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204628 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -30070322.000000 Penalty: 6160.668945
	Iteration 51Q: 3 clusters Score -3.007032e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204837 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -30070368.000000 Penalty: 6160.668945
	Iteration 52Q: 3 clusters Score -3.007037e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205037 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -30070284.000000 Penalty: 6160.668945
	Iteration 53Q: 3 clusters Score -3.007028e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205251 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -30070380.000000 Penalty: 6160.668945
	Iteration 54Q: 3 clusters Score -3.007038e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205492 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -30070474.000000 Penalty: 6160.668945
	Iteration 55Q: 3 clusters Score -3.007047e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205719 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -30070496.000000 Penalty: 6160.668945
	Iteration 56Q: 3 clusters Score -3.00705e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205912 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -30070484.000000 Penalty: 6160.668945
	Iteration 57Q: 3 clusters Score -3.007048e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206103 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -30070478.000000 Penalty: 6160.668945
	Iteration 58Q: 3 clusters Score -3.007048e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206316 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -30070476.000000 Penalty: 6160.668945
	Iteration 59Q: 3 clusters Score -3.007048e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206552 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -30070532.000000 Penalty: 6160.668945
	Iteration 60F: 3 clusters Score -3.007053e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206776 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -30070574.000000 Penalty: 6160.668945
	Iteration 61Q: 3 clusters Score -3.007057e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207017 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -30070612.000000 Penalty: 6160.668945
	Iteration 62Q: 3 clusters Score -3.007061e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207223 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -30070590.000000 Penalty: 6160.668945
	Iteration 63Q: 3 clusters Score -3.007059e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207468 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -30070604.000000 Penalty: 6160.668945
	Iteration 64Q: 3 clusters Score -3.00706e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207689 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -30070540.000000 Penalty: 6160.668945
	Iteration 65Q: 3 clusters Score -3.007054e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207891 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -30070610.000000 Penalty: 6160.668945
	Iteration 66Q: 3 clusters Score -3.007061e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208059 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -30070562.000000 Penalty: 6160.668945
	Iteration 67Q: 3 clusters Score -3.007056e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208220 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -30070596.000000 Penalty: 6160.668945
	Iteration 68Q: 3 clusters Score -3.00706e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208357 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -30070604.000000 Penalty: 6160.668945
	Iteration 69Q: 3 clusters Score -3.00706e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208525 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -30070612.000000 Penalty: 6160.668945
	Iteration 70Q: 3 clusters Score -3.007061e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208686 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -30070640.000000 Penalty: 6160.668945
	Iteration 71Q: 3 clusters Score -3.007064e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208836 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -30070644.000000 Penalty: 6160.668945
	Iteration 72Q: 3 clusters Score -3.007064e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208973 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -30070604.000000 Penalty: 6160.668945
	Iteration 73Q: 3 clusters Score -3.00706e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209140 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -30070594.000000 Penalty: 6160.668945
	Iteration 74Q: 3 clusters Score -3.007059e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209313 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -30070554.000000 Penalty: 6160.668945
	Iteration 75Q: 3 clusters Score -3.007055e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209476 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -30070606.000000 Penalty: 6160.668945
	Iteration 76Q: 3 clusters Score -3.007061e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209653 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -30070588.000000 Penalty: 6160.668945
	Iteration 77Q: 3 clusters Score -3.007059e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209803 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -30070576.000000 Penalty: 6160.668945
	Iteration 78Q: 3 clusters Score -3.007058e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209952 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -30070576.000000 Penalty: 6160.668945
	Iteration 79Q: 3 clusters Score -3.007058e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210084 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -30070544.000000 Penalty: 6160.668945
	Iteration 80F: 3 clusters Score -3.007054e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210230 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -30070568.000000 Penalty: 6160.668945
	Iteration 81Q: 3 clusters Score -3.007057e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210347 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -30070558.000000 Penalty: 6160.668945
	Iteration 82Q: 3 clusters Score -3.007056e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210464 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -30070578.000000 Penalty: 6160.668945
	Iteration 83Q: 3 clusters Score -3.007058e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210576 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -30070604.000000 Penalty: 6160.668945
	Iteration 84Q: 3 clusters Score -3.00706e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210686 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -30070568.000000 Penalty: 6160.668945
	Iteration 85Q: 3 clusters Score -3.007057e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210788 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -30070510.000000 Penalty: 6160.668945
	Iteration 86Q: 3 clusters Score -3.007051e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210885 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -30070478.000000 Penalty: 6160.668945
	Iteration 87Q: 3 clusters Score -3.007048e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210965 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -30070498.000000 Penalty: 6160.668945
	Iteration 88Q: 3 clusters Score -3.00705e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211045 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -30070480.000000 Penalty: 6160.668945
	Iteration 89Q: 3 clusters Score -3.007048e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211134 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -30070412.000000 Penalty: 6160.668945
	Iteration 90Q: 3 clusters Score -3.007041e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211201 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -30070436.000000 Penalty: 6160.668945
	Iteration 91Q: 3 clusters Score -3.007044e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211273 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -30070424.000000 Penalty: 6160.668945
	Iteration 92Q: 3 clusters Score -3.007042e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211345 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -30070444.000000 Penalty: 6160.668945
	Iteration 93Q: 3 clusters Score -3.007044e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211418 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -30070438.000000 Penalty: 6160.668945
	Iteration 94Q: 3 clusters Score -3.007044e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211492 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -30070450.000000 Penalty: 6160.668945
	Iteration 95Q: 3 clusters Score -3.007045e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211562 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -30070462.000000 Penalty: 6160.668945
	Iteration 96Q: 3 clusters Score -3.007046e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211616 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -30070456.000000 Penalty: 6160.668945
	Iteration 97Q: 3 clusters Score -3.007046e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211671 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -30070474.000000 Penalty: 6160.668945
	Iteration 98Q: 3 clusters Score -3.007047e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211740 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -30070438.000000 Penalty: 6160.668945
	Iteration 99Q: 3 clusters Score -3.007044e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211792 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -30070428.000000 Penalty: 6160.668945
	Iteration 100F: 3 clusters Score -3.007043e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211850 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -30070412.000000 Penalty: 6160.668945
	Iteration 101Q: 3 clusters Score -3.007041e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211900 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -30070410.000000 Penalty: 6160.668945
	Iteration 102Q: 3 clusters Score -3.007041e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211955 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -30070376.000000 Penalty: 6160.668945
	Iteration 103Q: 3 clusters Score -3.007038e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211992 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -30070370.000000 Penalty: 6160.668945
	Iteration 104Q: 3 clusters Score -3.007037e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212021 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -30070364.000000 Penalty: 6160.668945
	Iteration 105Q: 3 clusters Score -3.007036e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212041 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -30070350.000000 Penalty: 6160.668945
	Iteration 106Q: 3 clusters Score -3.007035e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212065 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -30070368.000000 Penalty: 6160.668945
	Iteration 107Q: 3 clusters Score -3.007037e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212087 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -30070372.000000 Penalty: 6160.668945
	Iteration 108Q: 3 clusters Score -3.007037e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212110 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -30070384.000000 Penalty: 6160.668945
	Iteration 109Q: 3 clusters Score -3.007038e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212132 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -30070380.000000 Penalty: 6160.668945
	Iteration 110Q: 3 clusters Score -3.007038e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212153 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -30070352.000000 Penalty: 6160.668945
	Iteration 111Q: 3 clusters Score -3.007035e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212173 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -30070360.000000 Penalty: 6160.668945
	Iteration 112Q: 3 clusters Score -3.007036e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212192 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -30070372.000000 Penalty: 6160.668945
	Iteration 113Q: 3 clusters Score -3.007037e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212210 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -30070356.000000 Penalty: 6160.668945
	Iteration 114Q: 3 clusters Score -3.007036e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212227 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -30070378.000000 Penalty: 6160.668945
	Iteration 115Q: 3 clusters Score -3.007038e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212246 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -30070382.000000 Penalty: 6160.668945
	Iteration 116Q: 3 clusters Score -3.007038e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212261 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -30070400.000000 Penalty: 6160.668945
	Iteration 117Q: 3 clusters Score -3.00704e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212275 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -30070402.000000 Penalty: 6160.668945
	Iteration 118Q: 3 clusters Score -3.00704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212282 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -30070378.000000 Penalty: 6160.668945
	Iteration 119Q: 3 clusters Score -3.007038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212289 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -30070374.000000 Penalty: 6160.668945
	Iteration 120F: 3 clusters Score -3.007037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212297 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -30070386.000000 Penalty: 6160.668945
	Iteration 121Q: 3 clusters Score -3.007039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212304 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -30070378.000000 Penalty: 6160.668945
	Iteration 122Q: 3 clusters Score -3.007038e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212314 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -30070384.000000 Penalty: 6160.668945
	Iteration 123Q: 3 clusters Score -3.007038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212319 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -30070380.000000 Penalty: 6160.668945
	Iteration 124Q: 3 clusters Score -3.007038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212328 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -30070396.000000 Penalty: 6160.668945
	Iteration 125Q: 3 clusters Score -3.00704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212341 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -30070416.000000 Penalty: 6160.668945
	Iteration 126Q: 3 clusters Score -3.007042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212353 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -30070450.000000 Penalty: 6160.668945
	Iteration 127Q: 3 clusters Score -3.007045e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212360 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -30070436.000000 Penalty: 6160.668945
	Iteration 128Q: 3 clusters Score -3.007044e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212378 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -30070456.000000 Penalty: 6160.668945
	Iteration 129Q: 3 clusters Score -3.007046e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212388 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -30070430.000000 Penalty: 6160.668945
	Iteration 130Q: 3 clusters Score -3.007043e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212408 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -30070444.000000 Penalty: 6160.668945
	Iteration 131Q: 3 clusters Score -3.007044e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212437 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -30070434.000000 Penalty: 6160.668945
	Iteration 132Q: 3 clusters Score -3.007043e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212467 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -30070448.000000 Penalty: 6160.668945
	Iteration 133Q: 3 clusters Score -3.007045e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212496 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -30070440.000000 Penalty: 6160.668945
	Iteration 134Q: 3 clusters Score -3.007044e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212521 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -30070430.000000 Penalty: 6160.668945
	Iteration 135Q: 3 clusters Score -3.007043e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212551 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -30070460.000000 Penalty: 6160.668945
	Iteration 136Q: 3 clusters Score -3.007046e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212580 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -30070516.000000 Penalty: 6160.668945
	Iteration 137Q: 3 clusters Score -3.007052e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212607 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -30070472.000000 Penalty: 6160.668945
	Iteration 138Q: 3 clusters Score -3.007047e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212643 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -30070502.000000 Penalty: 6160.668945
	Iteration 139Q: 3 clusters Score -3.00705e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212674 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -30070474.000000 Penalty: 6160.668945
	Iteration 140F: 3 clusters Score -3.007047e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212705 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -30070488.000000 Penalty: 6160.668945
	Iteration 141Q: 3 clusters Score -3.007049e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212735 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -30070494.000000 Penalty: 6160.668945
	Iteration 142Q: 3 clusters Score -3.007049e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212763 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -30070504.000000 Penalty: 6160.668945
	Iteration 143Q: 3 clusters Score -3.00705e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212789 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -30070494.000000 Penalty: 6160.668945
	Iteration 144Q: 3 clusters Score -3.007049e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212816 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -30070502.000000 Penalty: 6160.668945
	Iteration 145Q: 3 clusters Score -3.00705e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212829 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -30070494.000000 Penalty: 6160.668945
	Iteration 146Q: 3 clusters Score -3.007049e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212845 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -30070498.000000 Penalty: 6160.668945
	Iteration 147Q: 3 clusters Score -3.00705e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212851 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -30070514.000000 Penalty: 6160.668945
	Iteration 148Q: 3 clusters Score -3.007051e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212858 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -30070530.000000 Penalty: 6160.668945
	Iteration 149Q: 3 clusters Score -3.007053e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212873 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -30070510.000000 Penalty: 6160.668945
	Iteration 150Q: 3 clusters Score -3.007051e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212882 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -30070564.000000 Penalty: 6160.668945
	Iteration 151Q: 3 clusters Score -3.007056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212895 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -30070542.000000 Penalty: 6160.668945
	Iteration 152Q: 3 clusters Score -3.007054e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212911 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -30070526.000000 Penalty: 6160.668945
	Iteration 153Q: 3 clusters Score -3.007053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212926 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -30070518.000000 Penalty: 6160.668945
	Iteration 154Q: 3 clusters Score -3.007052e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212944 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -30070514.000000 Penalty: 6160.668945
	Iteration 155Q: 3 clusters Score -3.007051e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212958 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -30070546.000000 Penalty: 6160.668945
	Iteration 156Q: 3 clusters Score -3.007055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212969 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -30070550.000000 Penalty: 6160.668945
	Iteration 157Q: 3 clusters Score -3.007055e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212984 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -30070556.000000 Penalty: 6160.668945
	Iteration 158Q: 3 clusters Score -3.007056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213003 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -30070532.000000 Penalty: 6160.668945
	Iteration 159Q: 3 clusters Score -3.007053e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213018 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -30070538.000000 Penalty: 6160.668945
	Iteration 160F: 3 clusters Score -3.007054e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213026 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -30070512.000000 Penalty: 6160.668945
	Iteration 161Q: 3 clusters Score -3.007051e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213041 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -30070550.000000 Penalty: 6160.668945
	Iteration 162Q: 3 clusters Score -3.007055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213051 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -30070552.000000 Penalty: 6160.668945
	Iteration 163Q: 3 clusters Score -3.007055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213058 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -30070558.000000 Penalty: 6160.668945
	Iteration 164Q: 3 clusters Score -3.007056e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213071 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -30070532.000000 Penalty: 6160.668945
	Iteration 165Q: 3 clusters Score -3.007053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213081 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -30070558.000000 Penalty: 6160.668945
	Iteration 166Q: 3 clusters Score -3.007056e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213095 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -30070576.000000 Penalty: 6160.668945
	Iteration 167Q: 3 clusters Score -3.007058e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213104 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -30070574.000000 Penalty: 6160.668945
	Iteration 168Q: 3 clusters Score -3.007057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213116 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -30070566.000000 Penalty: 6160.668945
	Iteration 169Q: 3 clusters Score -3.007057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213127 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -30070562.000000 Penalty: 6160.668945
	Iteration 170Q: 3 clusters Score -3.007056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213128 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -30070550.000000 Penalty: 6160.668945
	Iteration 171Q: 3 clusters Score -3.007055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213128 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -30070550.000000 Penalty: 6160.668945
	Iteration 172F: 3 clusters Score -3.007055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Entering Unmasked Estep 
Score: -475030.406250 Penalty: 2074.455811
	Iteration 0F: 2 clusters Score -475030.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -471064.843750 Penalty: 4148.911621
	Iteration 0F: 3 clusters Score -471064.8 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -472143.125000 Penalty: 4148.911621
	Iteration 1F: 3 clusters Score -472143.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -472534.250000 Penalty: 4148.911621
	Iteration 2F: 3 clusters Score -472534.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -472896.000000 Penalty: 4148.911621
	Iteration 3F: 3 clusters Score -472896 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -473297.437500 Penalty: 4148.911621
	Iteration 4F: 3 clusters Score -473297.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -473872.343750 Penalty: 4148.911621
	Iteration 5F: 3 clusters Score -473872.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -474760.406250 Penalty: 4148.911621
	Iteration 6F: 3 clusters Score -474760.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -475787.343750 Penalty: 4148.911621
	Iteration 7F: 3 clusters Score -475787.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -476755.593750 Penalty: 4148.911621
	Iteration 8F: 3 clusters Score -476755.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -477155.843750 Penalty: 4148.911621
	Iteration 9Q: 3 clusters Score -477155.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -477283.437500 Penalty: 4148.911621
	Iteration 10Q: 3 clusters Score -477283.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -477322.312500 Penalty: 4148.911621
	Iteration 11Q: 3 clusters Score -477322.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -477337.031250 Penalty: 4148.911621
	Iteration 12Q: 3 clusters Score -477337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -477346.437500 Penalty: 4148.911621
	Iteration 13Q: 3 clusters Score -477346.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -477353.187500 Penalty: 4148.911621
	Iteration 14Q: 3 clusters Score -477353.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -477357.562500 Penalty: 4148.911621
	Iteration 15Q: 3 clusters Score -477357.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -477360.093750 Penalty: 4148.911621
	Iteration 16Q: 3 clusters Score -477360.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -477361.218750 Penalty: 4148.911621
	Iteration 17Q: 3 clusters Score -477361.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -477363.031250 Penalty: 4148.911621
	Iteration 18F: 3 clusters Score -477363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -477364.906250 Penalty: 4148.911621
	Iteration 19Q: 3 clusters Score -477364.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -477363.937500 Penalty: 4148.911621
	Iteration 20F: 3 clusters Score -477363.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -477365.218750 Penalty: 4148.911621
	Iteration 21Q: 3 clusters Score -477365.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -477365.718750 Penalty: 4148.911621
	Iteration 22Q: 3 clusters Score -477365.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -477365.718750 Penalty: 4148.911621
	Iteration 23F: 3 clusters Score -477365.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1262 members 
Mstep: Class 3 contains 402 members 
Mstep: Class 4 contains 230584 members 
Mstep: Class 5 contains 237650 members 
Mstep: Class 6 contains 3700 members 
Mstep: Class 7 contains 2327 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 23833 members 
Mstep: Class 13 contains 80579 members 
Mstep: Class 14 contains 247881 members 
Mstep: Class 15 contains 593 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 37640 members 
Mstep: Class 19 contains 2029 members 
Entering Unmasked Estep 
Score: -104235568.000000 Penalty: 50891.417969
Splitting cluster 15 changes total score from -104234520.000000 to -104235568.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 16 (3748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Entering Unmasked Estep 
Score: -425324.781250 Penalty: 2040.786377
	Iteration 0F: 2 clusters Score -425324.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -421561.937500 Penalty: 4081.572754
	Iteration 0F: 3 clusters Score -421561.9 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -422355.218750 Penalty: 4081.572754
	Iteration 1F: 3 clusters Score -422355.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -422534.406250 Penalty: 4081.572754
	Iteration 2F: 3 clusters Score -422534.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -422667.156250 Penalty: 4081.572754
	Iteration 3F: 3 clusters Score -422667.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -422764.343750 Penalty: 4081.572754
	Iteration 4Q: 3 clusters Score -422764.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -422845.656250 Penalty: 4081.572754
	Iteration 5Q: 3 clusters Score -422845.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -422918.406250 Penalty: 4081.572754
	Iteration 6Q: 3 clusters Score -422918.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -423003.500000 Penalty: 4081.572754
	Iteration 7Q: 3 clusters Score -423003.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -423106.406250 Penalty: 4081.572754
	Iteration 8Q: 3 clusters Score -423106.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -423206.218750 Penalty: 4081.572754
	Iteration 9Q: 3 clusters Score -423206.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -423316.875000 Penalty: 4081.572754
	Iteration 10Q: 3 clusters Score -423316.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -423430.187500 Penalty: 4081.572754
	Iteration 11Q: 3 clusters Score -423430.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -423564.062500 Penalty: 4081.572754
	Iteration 12Q: 3 clusters Score -423564.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -423660.906250 Penalty: 4081.572754
	Iteration 13Q: 3 clusters Score -423660.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -423738.687500 Penalty: 4081.572754
	Iteration 14Q: 3 clusters Score -423738.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -423797.187500 Penalty: 4081.572754
	Iteration 15Q: 3 clusters Score -423797.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -423855.562500 Penalty: 4081.572754
	Iteration 16Q: 3 clusters Score -423855.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -423903.562500 Penalty: 4081.572754
	Iteration 17Q: 3 clusters Score -423903.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -423937.843750 Penalty: 4081.572754
	Iteration 18Q: 3 clusters Score -423937.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -423960.750000 Penalty: 4081.572754
	Iteration 19Q: 3 clusters Score -423960.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -423983.125000 Penalty: 4081.572754
	Iteration 20F: 3 clusters Score -423983.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -423998.687500 Penalty: 4081.572754
	Iteration 21Q: 3 clusters Score -423998.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -424006.062500 Penalty: 4081.572754
	Iteration 22Q: 3 clusters Score -424006.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -424011.968750 Penalty: 4081.572754
	Iteration 23Q: 3 clusters Score -424012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -424013.375000 Penalty: 4081.572754
	Iteration 24Q: 3 clusters Score -424013.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -424014.375000 Penalty: 4081.572754
	Iteration 25Q: 3 clusters Score -424014.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -424016.968750 Penalty: 4081.572754
	Iteration 26Q: 3 clusters Score -424017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -424020.406250 Penalty: 4081.572754
	Iteration 27Q: 3 clusters Score -424020.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -424024.843750 Penalty: 4081.572754
	Iteration 28Q: 3 clusters Score -424024.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -424027.656250 Penalty: 4081.572754
	Iteration 29Q: 3 clusters Score -424027.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -424029.562500 Penalty: 4081.572754
	Iteration 30Q: 3 clusters Score -424029.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -424030.937500 Penalty: 4081.572754
	Iteration 31Q: 3 clusters Score -424030.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -424032.375000 Penalty: 4081.572754
	Iteration 32Q: 3 clusters Score -424032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -424032.375000 Penalty: 4081.572754
	Iteration 33F: 3 clusters Score -424032.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Entering Unmasked Estep 
Score: -4413656.500000 Penalty: 2612.884033
	Iteration 0F: 2 clusters Score -4413656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -4388009.000000 Penalty: 5225.768066
	Iteration 0F: 3 clusters Score -4388009 nChanged 17285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -4397649.500000 Penalty: 5225.768066
	Iteration 1F: 3 clusters Score -4397650 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -4398921.000000 Penalty: 5225.768066
	Iteration 2F: 3 clusters Score -4398921 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -4401075.500000 Penalty: 5225.768066
	Iteration 3F: 3 clusters Score -4401076 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -4404324.500000 Penalty: 5225.768066
	Iteration 4F: 3 clusters Score -4404324 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -4407889.000000 Penalty: 5225.768066
	Iteration 5F: 3 clusters Score -4407889 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -4410397.000000 Penalty: 5225.768066
	Iteration 6F: 3 clusters Score -4410397 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -4411491.000000 Penalty: 5225.768066
	Iteration 7F: 3 clusters Score -4411491 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -4411832.500000 Penalty: 5225.768066
	Iteration 8Q: 3 clusters Score -4411832 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -4411973.500000 Penalty: 5225.768066
	Iteration 9Q: 3 clusters Score -4411974 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -4412026.000000 Penalty: 5225.768066
	Iteration 10Q: 3 clusters Score -4412026 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -4412032.500000 Penalty: 5225.768066
	Iteration 11Q: 3 clusters Score -4412032 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -4412031.000000 Penalty: 5225.768066
	Iteration 12Q: 3 clusters Score -4412031 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -4412029.500000 Penalty: 5225.768066
	Iteration 13Q: 3 clusters Score -4412030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -4412035.000000 Penalty: 5225.768066
	Iteration 14Q: 3 clusters Score -4412035 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -4412031.500000 Penalty: 5225.768066
	Iteration 15Q: 3 clusters Score -4412032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -4412042.500000 Penalty: 5225.768066
	Iteration 16Q: 3 clusters Score -4412042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -4412042.500000 Penalty: 5225.768066
	Iteration 17Q: 3 clusters Score -4412042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -4412046.000000 Penalty: 5225.768066
	Iteration 18Q: 3 clusters Score -4412046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -4412045.000000 Penalty: 5225.768066
	Iteration 19Q: 3 clusters Score -4412045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -4412054.500000 Penalty: 5225.768066
	Iteration 20F: 3 clusters Score -4412054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -4412047.000000 Penalty: 5225.768066
	Iteration 21Q: 3 clusters Score -4412047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -4412045.500000 Penalty: 5225.768066
	Iteration 22Q: 3 clusters Score -4412046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -4412055.500000 Penalty: 5225.768066
	Iteration 23Q: 3 clusters Score -4412056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -4412061.000000 Penalty: 5225.768066
	Iteration 24Q: 3 clusters Score -4412061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -4412061.500000 Penalty: 5225.768066
	Iteration 25Q: 3 clusters Score -4412062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -4412056.500000 Penalty: 5225.768066
	Iteration 26Q: 3 clusters Score -4412056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -4412061.000000 Penalty: 5225.768066
	Iteration 27Q: 3 clusters Score -4412061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -4412070.500000 Penalty: 5225.768066
	Iteration 28Q: 3 clusters Score -4412070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -4412074.500000 Penalty: 5225.768066
	Iteration 29Q: 3 clusters Score -4412074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -4412071.000000 Penalty: 5225.768066
	Iteration 30Q: 3 clusters Score -4412071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -4412075.000000 Penalty: 5225.768066
	Iteration 31Q: 3 clusters Score -4412075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -4412078.000000 Penalty: 5225.768066
	Iteration 32Q: 3 clusters Score -4412078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -4412084.500000 Penalty: 5225.768066
	Iteration 33Q: 3 clusters Score -4412084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -4412077.500000 Penalty: 5225.768066
	Iteration 34Q: 3 clusters Score -4412078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -4412084.000000 Penalty: 5225.768066
	Iteration 35Q: 3 clusters Score -4412084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -4412086.000000 Penalty: 5225.768066
	Iteration 36Q: 3 clusters Score -4412086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -4412098.500000 Penalty: 5225.768066
	Iteration 37Q: 3 clusters Score -4412098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -4412096.500000 Penalty: 5225.768066
	Iteration 38Q: 3 clusters Score -4412096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -4412095.500000 Penalty: 5225.768066
	Iteration 39Q: 3 clusters Score -4412096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -4412096.000000 Penalty: 5225.768066
	Iteration 40F: 3 clusters Score -4412096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -4412092.000000 Penalty: 5225.768066
	Iteration 41Q: 3 clusters Score -4412092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -4412091.000000 Penalty: 5225.768066
	Iteration 42Q: 3 clusters Score -4412091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -4412093.000000 Penalty: 5225.768066
	Iteration 43Q: 3 clusters Score -4412093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -4412103.500000 Penalty: 5225.768066
	Iteration 44Q: 3 clusters Score -4412104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -4412116.000000 Penalty: 5225.768066
	Iteration 45Q: 3 clusters Score -4412116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -4412113.500000 Penalty: 5225.768066
	Iteration 46Q: 3 clusters Score -4412114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -4412106.500000 Penalty: 5225.768066
	Iteration 47Q: 3 clusters Score -4412106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -4412110.500000 Penalty: 5225.768066
	Iteration 48Q: 3 clusters Score -4412110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -4412113.000000 Penalty: 5225.768066
	Iteration 49Q: 3 clusters Score -4412113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -4412113.000000 Penalty: 5225.768066
	Iteration 50Q: 3 clusters Score -4412113 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -4412117.000000 Penalty: 5225.768066
	Iteration 51Q: 3 clusters Score -4412117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -4412129.000000 Penalty: 5225.768066
	Iteration 52Q: 3 clusters Score -4412129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -4412119.000000 Penalty: 5225.768066
	Iteration 53Q: 3 clusters Score -4412119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -4412130.000000 Penalty: 5225.768066
	Iteration 54Q: 3 clusters Score -4412130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -4412139.500000 Penalty: 5225.768066
	Iteration 55Q: 3 clusters Score -4412140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -4412149.000000 Penalty: 5225.768066
	Iteration 56Q: 3 clusters Score -4412149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -4412156.000000 Penalty: 5225.768066
	Iteration 57Q: 3 clusters Score -4412156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -4412157.000000 Penalty: 5225.768066
	Iteration 58Q: 3 clusters Score -4412157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -4412158.000000 Penalty: 5225.768066
	Iteration 59Q: 3 clusters Score -4412158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -4412163.000000 Penalty: 5225.768066
	Iteration 60F: 3 clusters Score -4412163 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -4412176.000000 Penalty: 5225.768066
	Iteration 61Q: 3 clusters Score -4412176 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -4412169.000000 Penalty: 5225.768066
	Iteration 62Q: 3 clusters Score -4412169 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -4412181.000000 Penalty: 5225.768066
	Iteration 63Q: 3 clusters Score -4412181 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -4412195.000000 Penalty: 5225.768066
	Iteration 64Q: 3 clusters Score -4412195 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -4412210.500000 Penalty: 5225.768066
	Iteration 65Q: 3 clusters Score -4412210 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -4412223.500000 Penalty: 5225.768066
	Iteration 66Q: 3 clusters Score -4412224 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -4412244.000000 Penalty: 5225.768066
	Iteration 67Q: 3 clusters Score -4412244 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -4412264.000000 Penalty: 5225.768066
	Iteration 68Q: 3 clusters Score -4412264 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -4412295.000000 Penalty: 5225.768066
	Iteration 69Q: 3 clusters Score -4412295 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -4412321.500000 Penalty: 5225.768066
	Iteration 70Q: 3 clusters Score -4412322 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -4412382.500000 Penalty: 5225.768066
	Iteration 71Q: 3 clusters Score -4412382 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -4412458.000000 Penalty: 5225.768066
	Iteration 72Q: 3 clusters Score -4412458 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -4412545.000000 Penalty: 5225.768066
	Iteration 73Q: 3 clusters Score -4412545 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -4412683.000000 Penalty: 5225.768066
	Iteration 74Q: 3 clusters Score -4412683 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -4412899.000000 Penalty: 5225.768066
	Iteration 75Q: 3 clusters Score -4412899 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -4413177.500000 Penalty: 5225.768066
	Iteration 76Q: 3 clusters Score -4413178 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -4413520.000000 Penalty: 5225.768066
	Iteration 77Q: 3 clusters Score -4413520 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -4413794.000000 Penalty: 5225.768066
	Iteration 78Q: 3 clusters Score -4413794 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -4413876.500000 Penalty: 5225.768066
	Iteration 79Q: 3 clusters Score -4413876 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -4413908.500000 Penalty: 5225.768066
	Iteration 80F: 3 clusters Score -4413908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -4413923.500000 Penalty: 5225.768066
	Iteration 81Q: 3 clusters Score -4413924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -4413932.500000 Penalty: 5225.768066
	Iteration 82Q: 3 clusters Score -4413932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -4413940.000000 Penalty: 5225.768066
	Iteration 83Q: 3 clusters Score -4413940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -4413942.500000 Penalty: 5225.768066
	Iteration 84Q: 3 clusters Score -4413942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -4413946.500000 Penalty: 5225.768066
	Iteration 85Q: 3 clusters Score -4413946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -4413956.000000 Penalty: 5225.768066
	Iteration 86Q: 3 clusters Score -4413956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -4413959.500000 Penalty: 5225.768066
	Iteration 87Q: 3 clusters Score -4413960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -4413954.000000 Penalty: 5225.768066
	Iteration 88Q: 3 clusters Score -4413954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -4413959.000000 Penalty: 5225.768066
	Iteration 89Q: 3 clusters Score -4413959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -4413960.500000 Penalty: 5225.768066
	Iteration 90Q: 3 clusters Score -4413960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -4413965.000000 Penalty: 5225.768066
	Iteration 91Q: 3 clusters Score -4413965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -4413958.000000 Penalty: 5225.768066
	Iteration 92Q: 3 clusters Score -4413958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -4413960.500000 Penalty: 5225.768066
	Iteration 93Q: 3 clusters Score -4413960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -4413959.500000 Penalty: 5225.768066
	Iteration 94Q: 3 clusters Score -4413960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -4413963.000000 Penalty: 5225.768066
	Iteration 95Q: 3 clusters Score -4413963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -4413961.000000 Penalty: 5225.768066
	Iteration 96Q: 3 clusters Score -4413961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -4413962.000000 Penalty: 5225.768066
	Iteration 97Q: 3 clusters Score -4413962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -4413962.000000 Penalty: 5225.768066
	Iteration 98F: 3 clusters Score -4413962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1262 members 
Mstep: Class 3 contains 402 members 
Mstep: Class 4 contains 230584 members 
Mstep: Class 5 contains 237650 members 
Mstep: Class 6 contains 3700 members 
Mstep: Class 7 contains 2327 members 
Mstep: Class 8 contains 35827 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 23833 members 
Mstep: Class 13 contains 80579 members 
Mstep: Class 14 contains 247881 members 
Mstep: Class 15 contains 593 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 1813 members 
Mstep: Class 19 contains 2029 members 
Entering Unmasked Estep 
Score: -104235496.000000 Penalty: 54284.179688
Splitting cluster 17 changes total score from -104234520.000000 to -104235496.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 19 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -226877.984375 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -226878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -224213.828125 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -224213.8 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -224724.375000 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -224724.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -224904.812500 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -224904.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -225029.078125 Penalty: 3777.187988
	Iteration 3F: 3 clusters Score -225029.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -225107.750000 Penalty: 3777.187988
	Iteration 4Q: 3 clusters Score -225107.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -225179.593750 Penalty: 3777.187988
	Iteration 5Q: 3 clusters Score -225179.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -225243.437500 Penalty: 3777.187988
	Iteration 6Q: 3 clusters Score -225243.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -225306.625000 Penalty: 3777.187988
	Iteration 7Q: 3 clusters Score -225306.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -225362.656250 Penalty: 3777.187988
	Iteration 8Q: 3 clusters Score -225362.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -225415.453125 Penalty: 3777.187988
	Iteration 9Q: 3 clusters Score -225415.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -225484.234375 Penalty: 3777.187988
	Iteration 10Q: 3 clusters Score -225484.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -225582.609375 Penalty: 3777.187988
	Iteration 11Q: 3 clusters Score -225582.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -225681.484375 Penalty: 3777.187988
	Iteration 12Q: 3 clusters Score -225681.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -225785.953125 Penalty: 3777.187988
	Iteration 13Q: 3 clusters Score -225786 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -225897.484375 Penalty: 3777.187988
	Iteration 14Q: 3 clusters Score -225897.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -226006.875000 Penalty: 3777.187988
	Iteration 15Q: 3 clusters Score -226006.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -226097.640625 Penalty: 3777.187988
	Iteration 16Q: 3 clusters Score -226097.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -226160.609375 Penalty: 3777.187988
	Iteration 17Q: 3 clusters Score -226160.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -226211.125000 Penalty: 3777.187988
	Iteration 18Q: 3 clusters Score -226211.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -226239.953125 Penalty: 3777.187988
	Iteration 19Q: 3 clusters Score -226240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -226254.484375 Penalty: 3777.187988
	Iteration 20F: 3 clusters Score -226254.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -226263.515625 Penalty: 3777.187988
	Iteration 21Q: 3 clusters Score -226263.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -226268.765625 Penalty: 3777.187988
	Iteration 22Q: 3 clusters Score -226268.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -226274.921875 Penalty: 3777.187988
	Iteration 23Q: 3 clusters Score -226274.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -226279.750000 Penalty: 3777.187988
	Iteration 24Q: 3 clusters Score -226279.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -226283.687500 Penalty: 3777.187988
	Iteration 25Q: 3 clusters Score -226283.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -226284.468750 Penalty: 3777.187988
	Iteration 26Q: 3 clusters Score -226284.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -226285.296875 Penalty: 3777.187988
	Iteration 27Q: 3 clusters Score -226285.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -226286.031250 Penalty: 3777.187988
	Iteration 28Q: 3 clusters Score -226286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -226286.031250 Penalty: 3777.187988
	Iteration 29F: 3 clusters Score -226286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 4 contains 230584 members 
Mstep: Class 5 contains 237650 members 
Mstep: Class 7 contains 2327 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 23833 members 
Mstep: Class 13 contains 80579 members 
Mstep: Class 14 contains 247881 members 
Mstep: Class 15 contains 593 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 1813 members 
Mstep: Class 19 contains 2029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104240568.000000 Penalty: 54284.179688
Iteration 39Q: 17 clusters Score -1.042406e+08 nChanged 27032
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1262 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 222833 members 
Mstep: Class 5 contains 252170 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 2327 members 
Mstep: Class 8 contains 37709 members 
Mstep: Class 9 contains 678 members 
Mstep: Class 10 contains 23494 members 
Mstep: Class 13 contains 84596 members 
Mstep: Class 14 contains 235406 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 3763 members 
Mstep: Class 17 contains 1810 members 
Mstep: Class 19 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104247408.000000 Penalty: 54284.179688
Iteration 40F: 17 clusters Score -1.042474e+08 nChanged 28338
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1542 members 
Mstep: Class 3 contains 390 members 
Mstep: Class 4 contains 214572 members 
Mstep: Class 5 contains 267457 members 
Mstep: Class 6 contains 4188 members 
Mstep: Class 7 contains 2153 members 
Mstep: Class 8 contains 39508 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 22949 members 
Mstep: Class 13 contains 89352 members 
Mstep: Class 14 contains 222063 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 3731 members 
Mstep: Class 17 contains 1849 members 
Mstep: Class 19 contains 1864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104255168.000000 Penalty: 54284.179688
Iteration 41Q: 17 clusters Score -1.042552e+08 nChanged 27033
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1710 members 
Mstep: Class 3 contains 389 members 
Mstep: Class 4 contains 206671 members 
Mstep: Class 5 contains 282181 members 
Mstep: Class 6 contains 4301 members 
Mstep: Class 7 contains 2068 members 
Mstep: Class 8 contains 41232 members 
Mstep: Class 9 contains 590 members 
Mstep: Class 10 contains 22153 members 
Mstep: Class 13 contains 93890 members 
Mstep: Class 14 contains 209618 members 
Mstep: Class 15 contains 634 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 1911 members 
Mstep: Class 19 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104261872.000000 Penalty: 54284.179688
Iteration 42Q: 17 clusters Score -1.042619e+08 nChanged 25171
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1825 members 
Mstep: Class 3 contains 389 members 
Mstep: Class 4 contains 199780 members 
Mstep: Class 5 contains 294748 members 
Mstep: Class 6 contains 4333 members 
Mstep: Class 7 contains 2023 members 
Mstep: Class 8 contains 42879 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 21064 members 
Mstep: Class 13 contains 98011 members 
Mstep: Class 14 contains 199140 members 
Mstep: Class 15 contains 635 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 17 contains 2002 members 
Mstep: Class 19 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104266576.000000 Penalty: 54284.179688
Iteration 43Q: 17 clusters Score -1.042666e+08 nChanged 24940
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1886 members 
Mstep: Class 3 contains 396 members 
Mstep: Class 4 contains 193849 members 
Mstep: Class 5 contains 305060 members 
Mstep: Class 6 contains 4357 members 
Mstep: Class 7 contains 2006 members 
Mstep: Class 8 contains 44411 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 19890 members 
Mstep: Class 13 contains 101941 members 
Mstep: Class 14 contains 190345 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 19 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104268632.000000 Penalty: 54284.179688
Iteration 44Q: 17 clusters Score -1.042686e+08 nChanged 24744
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1940 members 
Mstep: Class 3 contains 402 members 
Mstep: Class 4 contains 189244 members 
Mstep: Class 5 contains 312637 members 
Mstep: Class 6 contains 4360 members 
Mstep: Class 7 contains 1993 members 
Mstep: Class 8 contains 45741 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 18760 members 
Mstep: Class 13 contains 105740 members 
Mstep: Class 14 contains 183273 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 3696 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 19 contains 1614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104269184.000000 Penalty: 54284.179688
Iteration 45Q: 17 clusters Score -1.042692e+08 nChanged 23343
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1979 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 186401 members 
Mstep: Class 5 contains 316532 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 46855 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 17815 members 
Mstep: Class 13 contains 109506 members 
Mstep: Class 14 contains 178187 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 3694 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 19 contains 1569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104269480.000000 Penalty: 54284.179688
Iteration 46Q: 17 clusters Score -1.042695e+08 nChanged 20777
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2005 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 184872 members 
Mstep: Class 5 contains 317542 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 1973 members 
Mstep: Class 8 contains 47667 members 
Mstep: Class 9 contains 560 members 
Mstep: Class 10 contains 17045 members 
Mstep: Class 13 contains 113441 members 
Mstep: Class 14 contains 174615 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 3697 members 
Mstep: Class 17 contains 2436 members 
Mstep: Class 19 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104270472.000000 Penalty: 54284.179688
Iteration 47Q: 17 clusters Score -1.042705e+08 nChanged 18302
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2019 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 184516 members 
Mstep: Class 5 contains 316220 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 48230 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 16465 members 
Mstep: Class 13 contains 117473 members 
Mstep: Class 14 contains 172171 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 19 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104271472.000000 Penalty: 54284.179688
Iteration 48Q: 17 clusters Score -1.042715e+08 nChanged 16032
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2029 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 185040 members 
Mstep: Class 5 contains 313118 members 
Mstep: Class 6 contains 4401 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 48607 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 16040 members 
Mstep: Class 13 contains 121439 members 
Mstep: Class 14 contains 170757 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 3704 members 
Mstep: Class 17 contains 2587 members 
Mstep: Class 19 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104271824.000000 Penalty: 54284.179688
Iteration 49Q: 17 clusters Score -1.042718e+08 nChanged 14287
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2040 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 186013 members 
Mstep: Class 5 contains 308824 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 1967 members 
Mstep: Class 8 contains 48847 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 15675 members 
Mstep: Class 13 contains 125459 members 
Mstep: Class 14 contains 170154 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 19 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104273224.000000 Penalty: 54284.179688
Iteration 50Q: 17 clusters Score -1.042732e+08 nChanged 12955
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2048 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 187099 members 
Mstep: Class 5 contains 303988 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 1968 members 
Mstep: Class 8 contains 49004 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 15368 members 
Mstep: Class 13 contains 129472 members 
Mstep: Class 14 contains 170024 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 2652 members 
Mstep: Class 19 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104274088.000000 Penalty: 54284.179688
Iteration 51Q: 17 clusters Score -1.042741e+08 nChanged 11903
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2058 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 188286 members 
Mstep: Class 5 contains 298875 members 
Mstep: Class 6 contains 4400 members 
Mstep: Class 7 contains 1968 members 
Mstep: Class 8 contains 49098 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 15122 members 
Mstep: Class 13 contains 133339 members 
Mstep: Class 14 contains 170215 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104275904.000000 Penalty: 54284.179688
Iteration 52Q: 17 clusters Score -1.042759e+08 nChanged 10834
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2070 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 189549 members 
Mstep: Class 5 contains 293631 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 1968 members 
Mstep: Class 8 contains 49116 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 14913 members 
Mstep: Class 13 contains 136937 members 
Mstep: Class 14 contains 170781 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 2681 members 
Mstep: Class 19 contains 1461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104277088.000000 Penalty: 54284.179688
Iteration 53Q: 17 clusters Score -1.042771e+08 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 190888 members 
Mstep: Class 5 contains 288505 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 49130 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 14691 members 
Mstep: Class 13 contains 140364 members 
Mstep: Class 14 contains 171353 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 3719 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 19 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104278128.000000 Penalty: 54284.179688
Iteration 54Q: 17 clusters Score -1.042781e+08 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 192147 members 
Mstep: Class 5 contains 283386 members 
Mstep: Class 6 contains 4392 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 49100 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 14510 members 
Mstep: Class 13 contains 143749 members 
Mstep: Class 14 contains 172043 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 19 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104279552.000000 Penalty: 54284.179688
Iteration 55Q: 17 clusters Score -1.042796e+08 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2104 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 193316 members 
Mstep: Class 5 contains 278522 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 49086 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 14303 members 
Mstep: Class 13 contains 146913 members 
Mstep: Class 14 contains 172807 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 3719 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280992.000000 Penalty: 54284.179688
Iteration 56Q: 17 clusters Score -1.04281e+08 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2119 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 194483 members 
Mstep: Class 5 contains 273518 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 1967 members 
Mstep: Class 8 contains 49027 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 14138 members 
Mstep: Class 13 contains 149976 members 
Mstep: Class 14 contains 173808 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281584.000000 Penalty: 54284.179688
Iteration 57Q: 17 clusters Score -1.042816e+08 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2131 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 195496 members 
Mstep: Class 5 contains 268555 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 7 contains 1966 members 
Mstep: Class 8 contains 48986 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 14019 members 
Mstep: Class 13 contains 153017 members 
Mstep: Class 14 contains 174879 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 3728 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 19 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282144.000000 Penalty: 54284.179688
Iteration 58Q: 17 clusters Score -1.042821e+08 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2142 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 196438 members 
Mstep: Class 5 contains 263755 members 
Mstep: Class 6 contains 4389 members 
Mstep: Class 7 contains 1966 members 
Mstep: Class 8 contains 48914 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 13918 members 
Mstep: Class 13 contains 155919 members 
Mstep: Class 14 contains 176010 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 3731 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 19 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282952.000000 Penalty: 54284.179688
Iteration 59Q: 17 clusters Score -1.04283e+08 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2152 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 197178 members 
Mstep: Class 5 contains 259329 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 1966 members 
Mstep: Class 8 contains 48803 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 13836 members 
Mstep: Class 13 contains 158708 members 
Mstep: Class 14 contains 177109 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 3735 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 19 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283688.000000 Penalty: 54284.179688
Iteration 60F: 17 clusters Score -1.042837e+08 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2159 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 197679 members 
Mstep: Class 5 contains 255187 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 1966 members 
Mstep: Class 8 contains 48720 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 13767 members 
Mstep: Class 13 contains 161448 members 
Mstep: Class 14 contains 178170 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2659 members 
Mstep: Class 19 contains 1354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284528.000000 Penalty: 54284.179688
Iteration 61Q: 17 clusters Score -1.042845e+08 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2167 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 198112 members 
Mstep: Class 5 contains 251388 members 
Mstep: Class 6 contains 4364 members 
Mstep: Class 7 contains 1964 members 
Mstep: Class 8 contains 48613 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 13731 members 
Mstep: Class 13 contains 163960 members 
Mstep: Class 14 contains 179179 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 19 contains 1347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285016.000000 Penalty: 54284.179688
Iteration 62Q: 17 clusters Score -1.04285e+08 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2175 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 198429 members 
Mstep: Class 5 contains 247861 members 
Mstep: Class 6 contains 4360 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 48532 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 13674 members 
Mstep: Class 13 contains 166252 members 
Mstep: Class 14 contains 180245 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 3734 members 
Mstep: Class 17 contains 2650 members 
Mstep: Class 19 contains 1341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285768.000000 Penalty: 54284.179688
Iteration 63Q: 17 clusters Score -1.042858e+08 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2180 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 198546 members 
Mstep: Class 5 contains 244808 members 
Mstep: Class 6 contains 4361 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 48456 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 13633 members 
Mstep: Class 13 contains 168313 members 
Mstep: Class 14 contains 181241 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 19 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285696.000000 Penalty: 54284.179688
Iteration 64Q: 17 clusters Score -1.042857e+08 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2183 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 198568 members 
Mstep: Class 5 contains 242185 members 
Mstep: Class 6 contains 4357 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 48372 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 13594 members 
Mstep: Class 13 contains 170048 members 
Mstep: Class 14 contains 182235 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2644 members 
Mstep: Class 19 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286048.000000 Penalty: 54284.179688
Iteration 65Q: 17 clusters Score -1.04286e+08 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2188 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 198569 members 
Mstep: Class 5 contains 239883 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 48287 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 13593 members 
Mstep: Class 13 contains 171501 members 
Mstep: Class 14 contains 183183 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2639 members 
Mstep: Class 19 contains 1318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286672.000000 Penalty: 54284.179688
Iteration 66Q: 17 clusters Score -1.042867e+08 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2191 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 198482 members 
Mstep: Class 5 contains 237864 members 
Mstep: Class 6 contains 4344 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 48219 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 13575 members 
Mstep: Class 13 contains 172725 members 
Mstep: Class 14 contains 184161 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2636 members 
Mstep: Class 19 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286744.000000 Penalty: 54284.179688
Iteration 67Q: 17 clusters Score -1.042867e+08 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 198408 members 
Mstep: Class 5 contains 236084 members 
Mstep: Class 6 contains 4339 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 48159 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 13554 members 
Mstep: Class 13 contains 173768 members 
Mstep: Class 14 contains 185063 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 19 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287000.000000 Penalty: 54284.179688
Iteration 68Q: 17 clusters Score -1.04287e+08 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2202 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 198266 members 
Mstep: Class 5 contains 234590 members 
Mstep: Class 6 contains 4336 members 
Mstep: Class 7 contains 1964 members 
Mstep: Class 8 contains 48105 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 13540 members 
Mstep: Class 13 contains 174607 members 
Mstep: Class 14 contains 185934 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 2627 members 
Mstep: Class 19 contains 1298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287352.000000 Penalty: 54284.179688
Iteration 69Q: 17 clusters Score -1.042874e+08 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 198107 members 
Mstep: Class 5 contains 233389 members 
Mstep: Class 6 contains 4332 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 48053 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 13528 members 
Mstep: Class 13 contains 175208 members 
Mstep: Class 14 contains 186763 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 2627 members 
Mstep: Class 19 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287496.000000 Penalty: 54284.179688
Iteration 70Q: 17 clusters Score -1.042875e+08 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2217 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 197936 members 
Mstep: Class 5 contains 232405 members 
Mstep: Class 6 contains 4330 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 48037 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13496 members 
Mstep: Class 13 contains 175670 members 
Mstep: Class 14 contains 187510 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287624.000000 Penalty: 54284.179688
Iteration 71Q: 17 clusters Score -1.042876e+08 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2224 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 197731 members 
Mstep: Class 5 contains 231660 members 
Mstep: Class 6 contains 4330 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 48024 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13480 members 
Mstep: Class 13 contains 176011 members 
Mstep: Class 14 contains 188148 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 19 contains 1271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287624.000000 Penalty: 54284.179688
Iteration 72Q: 17 clusters Score -1.042876e+08 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2228 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 197550 members 
Mstep: Class 5 contains 231069 members 
Mstep: Class 6 contains 4329 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 48016 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13461 members 
Mstep: Class 13 contains 176262 members 
Mstep: Class 14 contains 188695 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 3750 members 
Mstep: Class 17 contains 2621 members 
Mstep: Class 19 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287744.000000 Penalty: 54284.179688
Iteration 73Q: 17 clusters Score -1.042877e+08 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2234 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 197409 members 
Mstep: Class 5 contains 230574 members 
Mstep: Class 6 contains 4331 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 47993 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13445 members 
Mstep: Class 13 contains 176466 members 
Mstep: Class 14 contains 189163 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 3749 members 
Mstep: Class 17 contains 2621 members 
Mstep: Class 19 contains 1270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287624.000000 Penalty: 54284.179688
Iteration 74Q: 17 clusters Score -1.042876e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2239 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 197253 members 
Mstep: Class 5 contains 230181 members 
Mstep: Class 6 contains 4331 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 47974 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13445 members 
Mstep: Class 13 contains 176606 members 
Mstep: Class 14 contains 189590 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3749 members 
Mstep: Class 17 contains 2621 members 
Mstep: Class 19 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287896.000000 Penalty: 54284.179688
Iteration 75Q: 17 clusters Score -1.042879e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2244 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 197097 members 
Mstep: Class 5 contains 229903 members 
Mstep: Class 6 contains 4328 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 47955 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13443 members 
Mstep: Class 13 contains 176676 members 
Mstep: Class 14 contains 189977 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3749 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 19 contains 1264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288136.000000 Penalty: 54284.179688
Iteration 76Q: 17 clusters Score -1.042881e+08 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2248 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 196946 members 
Mstep: Class 5 contains 229714 members 
Mstep: Class 6 contains 4324 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 47949 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13426 members 
Mstep: Class 13 contains 176696 members 
Mstep: Class 14 contains 190322 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3749 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 19 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288512.000000 Penalty: 54284.179688
Iteration 77Q: 17 clusters Score -1.042885e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2248 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 196800 members 
Mstep: Class 5 contains 229621 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 47950 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13435 members 
Mstep: Class 13 contains 176700 members 
Mstep: Class 14 contains 190544 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288592.000000 Penalty: 54284.179688
Iteration 78Q: 17 clusters Score -1.042886e+08 nChanged 1412
Entering ConstructFrom: 
Score: -104288592.000000 Penalty: 54284.179688
Entering ConstructFrom: 
Trying to split cluster 1 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -87711.984375 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -87711.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -85886.453125 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -85886.45 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86129.750000 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -86129.75 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -86218.476562 Penalty: 3353.165527
	Iteration 2F: 3 clusters Score -86218.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -86252.828125 Penalty: 3353.165527
	Iteration 3Q: 3 clusters Score -86252.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -86276.289062 Penalty: 3353.165527
	Iteration 4Q: 3 clusters Score -86276.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -86293.367188 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -86293.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86304.921875 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -86304.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86316.554688 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -86316.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86324.757812 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -86324.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86331.421875 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -86331.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86332.679688 Penalty: 3353.165527
	Iteration 10Q: 3 clusters Score -86332.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -86335.046875 Penalty: 3353.165527
	Iteration 11Q: 3 clusters Score -86335.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86338.187500 Penalty: 3353.165527
	Iteration 12Q: 3 clusters Score -86338.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86341.046875 Penalty: 3353.165527
	Iteration 13Q: 3 clusters Score -86341.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86342.734375 Penalty: 3353.165527
	Iteration 14Q: 3 clusters Score -86342.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86344.164062 Penalty: 3353.165527
	Iteration 15Q: 3 clusters Score -86344.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86346.156250 Penalty: 3353.165527
	Iteration 16Q: 3 clusters Score -86346.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86347.960938 Penalty: 3353.165527
	Iteration 17Q: 3 clusters Score -86347.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86350.390625 Penalty: 3353.165527
	Iteration 18Q: 3 clusters Score -86350.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86350.390625 Penalty: 3353.165527
	Iteration 19F: 3 clusters Score -86350.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Entering Unmasked Estep 
Score: -243753.703125 Penalty: 1914.013428
	Iteration 0F: 2 clusters Score -243753.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -240915.062500 Penalty: 3828.026855
	Iteration 0F: 3 clusters Score -240915.1 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -241432.421875 Penalty: 3828.026855
	Iteration 1F: 3 clusters Score -241432.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -241602.375000 Penalty: 3828.026855
	Iteration 2F: 3 clusters Score -241602.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -241699.671875 Penalty: 3828.026855
	Iteration 3Q: 3 clusters Score -241699.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -241754.578125 Penalty: 3828.026855
	Iteration 4Q: 3 clusters Score -241754.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -241794.328125 Penalty: 3828.026855
	Iteration 5Q: 3 clusters Score -241794.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -241821.312500 Penalty: 3828.026855
	Iteration 6Q: 3 clusters Score -241821.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -241838.609375 Penalty: 3828.026855
	Iteration 7Q: 3 clusters Score -241838.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -241857.296875 Penalty: 3828.026855
	Iteration 8Q: 3 clusters Score -241857.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -241867.359375 Penalty: 3828.026855
	Iteration 9Q: 3 clusters Score -241867.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -241873.734375 Penalty: 3828.026855
	Iteration 10Q: 3 clusters Score -241873.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -241879.812500 Penalty: 3828.026855
	Iteration 11Q: 3 clusters Score -241879.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -241886.937500 Penalty: 3828.026855
	Iteration 12Q: 3 clusters Score -241886.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -241896.359375 Penalty: 3828.026855
	Iteration 13Q: 3 clusters Score -241896.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -241911.265625 Penalty: 3828.026855
	Iteration 14Q: 3 clusters Score -241911.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -241924.734375 Penalty: 3828.026855
	Iteration 15Q: 3 clusters Score -241924.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -241936.343750 Penalty: 3828.026855
	Iteration 16Q: 3 clusters Score -241936.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -241957.953125 Penalty: 3828.026855
	Iteration 17Q: 3 clusters Score -241958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -241979.125000 Penalty: 3828.026855
	Iteration 18Q: 3 clusters Score -241979.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -242004.984375 Penalty: 3828.026855
	Iteration 19Q: 3 clusters Score -242005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -242015.734375 Penalty: 3828.026855
	Iteration 20F: 3 clusters Score -242015.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -242024.406250 Penalty: 3828.026855
	Iteration 21Q: 3 clusters Score -242024.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -242032.000000 Penalty: 3828.026855
	Iteration 22Q: 3 clusters Score -242032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -242039.640625 Penalty: 3828.026855
	Iteration 23Q: 3 clusters Score -242039.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -242045.828125 Penalty: 3828.026855
	Iteration 24Q: 3 clusters Score -242045.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -242052.875000 Penalty: 3828.026855
	Iteration 25Q: 3 clusters Score -242052.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -242057.093750 Penalty: 3828.026855
	Iteration 26Q: 3 clusters Score -242057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -242057.046875 Penalty: 3828.026855
	Iteration 27Q: 3 clusters Score -242057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -242057.046875 Penalty: 3828.026855
	Iteration 28F: 3 clusters Score -242057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -34912.582031 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -34912.58 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 217 members 
Entering Unmasked Estep 
Score: -33539.152344 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -33539.15 nChanged 91
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: -33769.222656 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -33769.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33868.277344 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -33868.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33915.097656 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -33915.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33930.972656 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -33930.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33939.605469 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -33939.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33942.023438 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -33942.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33943.460938 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -33943.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33943.460938 Penalty: 3007.637451
	Iteration 8F: 3 clusters Score -33943.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (196698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196698 members 
Entering Unmasked Estep 
Score: -23901706.000000 Penalty: 3022.977295
	Iteration 0F: 2 clusters Score -2.390171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98386 members 
Mstep: Class 2 contains 98312 members 
Entering Unmasked Estep 
Score: -23773204.000000 Penalty: 6045.954590
	Iteration 0F: 3 clusters Score -2.37732e+07 nChanged 94391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100961 members 
Mstep: Class 2 contains 95737 members 
Entering Unmasked Estep 
Score: -23828794.000000 Penalty: 6045.954590
	Iteration 1F: 3 clusters Score -2.382879e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102177 members 
Mstep: Class 2 contains 94521 members 
Entering Unmasked Estep 
Score: -23830194.000000 Penalty: 6045.954590
	Iteration 2Q: 3 clusters Score -2.383019e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103881 members 
Mstep: Class 2 contains 92817 members 
Entering Unmasked Estep 
Score: -23832140.000000 Penalty: 6045.954590
	Iteration 3Q: 3 clusters Score -2.383214e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106506 members 
Mstep: Class 2 contains 90192 members 
Entering Unmasked Estep 
Score: -23835218.000000 Penalty: 6045.954590
	Iteration 4Q: 3 clusters Score -2.383522e+07 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110089 members 
Mstep: Class 2 contains 86609 members 
Entering Unmasked Estep 
Score: -23840032.000000 Penalty: 6045.954590
	Iteration 5Q: 3 clusters Score -2.384003e+07 nChanged 11670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115209 members 
Mstep: Class 2 contains 81489 members 
Entering Unmasked Estep 
Score: -23847260.000000 Penalty: 6045.954590
	Iteration 6F: 3 clusters Score -2.384726e+07 nChanged 13433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121498 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -23857422.000000 Penalty: 6045.954590
	Iteration 7F: 3 clusters Score -2.385742e+07 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128014 members 
Mstep: Class 2 contains 68684 members 
Entering Unmasked Estep 
Score: -23868636.000000 Penalty: 6045.954590
	Iteration 8F: 3 clusters Score -2.386864e+07 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133135 members 
Mstep: Class 2 contains 63563 members 
Entering Unmasked Estep 
Score: -23876862.000000 Penalty: 6045.954590
	Iteration 9F: 3 clusters Score -2.387686e+07 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136732 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -23881870.000000 Penalty: 6045.954590
	Iteration 10Q: 3 clusters Score -2.388187e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139641 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -23884282.000000 Penalty: 6045.954590
	Iteration 11Q: 3 clusters Score -2.388428e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142314 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -23885628.000000 Penalty: 6045.954590
	Iteration 12Q: 3 clusters Score -2.388563e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144914 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -23886524.000000 Penalty: 6045.954590
	Iteration 13Q: 3 clusters Score -2.388652e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147418 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -23887260.000000 Penalty: 6045.954590
	Iteration 14Q: 3 clusters Score -2.388726e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149973 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -23888080.000000 Penalty: 6045.954590
	Iteration 15Q: 3 clusters Score -2.388808e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152658 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -23888670.000000 Penalty: 6045.954590
	Iteration 16Q: 3 clusters Score -2.388867e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155280 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -23889096.000000 Penalty: 6045.954590
	Iteration 17Q: 3 clusters Score -2.38891e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157923 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -23889790.000000 Penalty: 6045.954590
	Iteration 18Q: 3 clusters Score -2.388979e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160562 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -23890220.000000 Penalty: 6045.954590
	Iteration 19Q: 3 clusters Score -2.389022e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163245 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -23890920.000000 Penalty: 6045.954590
	Iteration 20F: 3 clusters Score -2.389092e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165820 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -23891526.000000 Penalty: 6045.954590
	Iteration 21Q: 3 clusters Score -2.389153e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168395 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -23892190.000000 Penalty: 6045.954590
	Iteration 22Q: 3 clusters Score -2.389219e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170933 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -23893004.000000 Penalty: 6045.954590
	Iteration 23Q: 3 clusters Score -2.3893e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173480 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -23893742.000000 Penalty: 6045.954590
	Iteration 24Q: 3 clusters Score -2.389374e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175885 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -23894546.000000 Penalty: 6045.954590
	Iteration 25Q: 3 clusters Score -2.389455e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178112 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -23895218.000000 Penalty: 6045.954590
	Iteration 26Q: 3 clusters Score -2.389522e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180133 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -23895980.000000 Penalty: 6045.954590
	Iteration 27Q: 3 clusters Score -2.389598e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181940 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -23896746.000000 Penalty: 6045.954590
	Iteration 28Q: 3 clusters Score -2.389675e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183564 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -23897344.000000 Penalty: 6045.954590
	Iteration 29Q: 3 clusters Score -2.389734e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185023 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -23897808.000000 Penalty: 6045.954590
	Iteration 30Q: 3 clusters Score -2.389781e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186288 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -23898312.000000 Penalty: 6045.954590
	Iteration 31Q: 3 clusters Score -2.389831e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187352 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -23898818.000000 Penalty: 6045.954590
	Iteration 32Q: 3 clusters Score -2.389882e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188310 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -23899262.000000 Penalty: 6045.954590
	Iteration 33Q: 3 clusters Score -2.389926e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189136 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -23899548.000000 Penalty: 6045.954590
	Iteration 34Q: 3 clusters Score -2.389955e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189846 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -23899826.000000 Penalty: 6045.954590
	Iteration 35Q: 3 clusters Score -2.389983e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190408 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -23900046.000000 Penalty: 6045.954590
	Iteration 36Q: 3 clusters Score -2.390005e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190866 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -23900256.000000 Penalty: 6045.954590
	Iteration 37Q: 3 clusters Score -2.390026e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191228 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -23900454.000000 Penalty: 6045.954590
	Iteration 38Q: 3 clusters Score -2.390045e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191512 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -23900594.000000 Penalty: 6045.954590
	Iteration 39Q: 3 clusters Score -2.390059e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191755 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -23900852.000000 Penalty: 6045.954590
	Iteration 40F: 3 clusters Score -2.390085e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191934 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -23901100.000000 Penalty: 6045.954590
	Iteration 41Q: 3 clusters Score -2.39011e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192028 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -23901324.000000 Penalty: 6045.954590
	Iteration 42Q: 3 clusters Score -2.390132e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192070 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -23901472.000000 Penalty: 6045.954590
	Iteration 43Q: 3 clusters Score -2.390147e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192065 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -23901504.000000 Penalty: 6045.954590
	Iteration 44Q: 3 clusters Score -2.39015e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192022 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -23901634.000000 Penalty: 6045.954590
	Iteration 45Q: 3 clusters Score -2.390163e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191955 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -23901678.000000 Penalty: 6045.954590
	Iteration 46Q: 3 clusters Score -2.390168e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191881 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -23901676.000000 Penalty: 6045.954590
	Iteration 47Q: 3 clusters Score -2.390168e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191822 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -23901718.000000 Penalty: 6045.954590
	Iteration 48Q: 3 clusters Score -2.390172e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191770 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -23901750.000000 Penalty: 6045.954590
	Iteration 49Q: 3 clusters Score -2.390175e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191696 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -23901786.000000 Penalty: 6045.954590
	Iteration 50Q: 3 clusters Score -2.390179e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191647 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -23901816.000000 Penalty: 6045.954590
	Iteration 51Q: 3 clusters Score -2.390182e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191607 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -23901824.000000 Penalty: 6045.954590
	Iteration 52Q: 3 clusters Score -2.390182e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191569 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -23901800.000000 Penalty: 6045.954590
	Iteration 53Q: 3 clusters Score -2.39018e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191530 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -23901822.000000 Penalty: 6045.954590
	Iteration 54Q: 3 clusters Score -2.390182e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191506 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -23901788.000000 Penalty: 6045.954590
	Iteration 55Q: 3 clusters Score -2.390179e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191486 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -23901796.000000 Penalty: 6045.954590
	Iteration 56Q: 3 clusters Score -2.39018e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191467 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -23901808.000000 Penalty: 6045.954590
	Iteration 57Q: 3 clusters Score -2.390181e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191447 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -23901814.000000 Penalty: 6045.954590
	Iteration 58Q: 3 clusters Score -2.390181e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191424 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -23901838.000000 Penalty: 6045.954590
	Iteration 59Q: 3 clusters Score -2.390184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191405 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -23901834.000000 Penalty: 6045.954590
	Iteration 60F: 3 clusters Score -2.390183e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191378 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -23901824.000000 Penalty: 6045.954590
	Iteration 61Q: 3 clusters Score -2.390182e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191360 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -23901796.000000 Penalty: 6045.954590
	Iteration 62Q: 3 clusters Score -2.39018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191350 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -23901790.000000 Penalty: 6045.954590
	Iteration 63Q: 3 clusters Score -2.390179e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191338 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -23901796.000000 Penalty: 6045.954590
	Iteration 64Q: 3 clusters Score -2.39018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191325 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -23901822.000000 Penalty: 6045.954590
	Iteration 65Q: 3 clusters Score -2.390182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191313 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -23901804.000000 Penalty: 6045.954590
	Iteration 66Q: 3 clusters Score -2.39018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191301 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -23901814.000000 Penalty: 6045.954590
	Iteration 67Q: 3 clusters Score -2.390181e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191283 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -23901824.000000 Penalty: 6045.954590
	Iteration 68Q: 3 clusters Score -2.390182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191273 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -23901828.000000 Penalty: 6045.954590
	Iteration 69Q: 3 clusters Score -2.390183e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191263 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -23901828.000000 Penalty: 6045.954590
	Iteration 70Q: 3 clusters Score -2.390183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191257 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -23901828.000000 Penalty: 6045.954590
	Iteration 71Q: 3 clusters Score -2.390183e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191244 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -23901830.000000 Penalty: 6045.954590
	Iteration 72Q: 3 clusters Score -2.390183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191237 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -23901844.000000 Penalty: 6045.954590
	Iteration 73Q: 3 clusters Score -2.390184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191230 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -23901864.000000 Penalty: 6045.954590
	Iteration 74Q: 3 clusters Score -2.390186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191227 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -23901828.000000 Penalty: 6045.954590
	Iteration 75Q: 3 clusters Score -2.390183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191222 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -23901834.000000 Penalty: 6045.954590
	Iteration 76Q: 3 clusters Score -2.390183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191219 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -23901828.000000 Penalty: 6045.954590
	Iteration 77Q: 3 clusters Score -2.390183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191216 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -23901846.000000 Penalty: 6045.954590
	Iteration 78Q: 3 clusters Score -2.390185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191214 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -23901846.000000 Penalty: 6045.954590
	Iteration 79Q: 3 clusters Score -2.390185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191211 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -23901832.000000 Penalty: 6045.954590
	Iteration 80F: 3 clusters Score -2.390183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191209 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -23901844.000000 Penalty: 6045.954590
	Iteration 81Q: 3 clusters Score -2.390184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191205 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -23901838.000000 Penalty: 6045.954590
	Iteration 82Q: 3 clusters Score -2.390184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191201 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -23901838.000000 Penalty: 6045.954590
	Iteration 83Q: 3 clusters Score -2.390184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191202 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -23901840.000000 Penalty: 6045.954590
	Iteration 84Q: 3 clusters Score -2.390184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191201 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -23901842.000000 Penalty: 6045.954590
	Iteration 85Q: 3 clusters Score -2.390184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191199 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -23901844.000000 Penalty: 6045.954590
	Iteration 86Q: 3 clusters Score -2.390184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191193 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -23901822.000000 Penalty: 6045.954590
	Iteration 87Q: 3 clusters Score -2.390182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191191 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -23901836.000000 Penalty: 6045.954590
	Iteration 88Q: 3 clusters Score -2.390184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191190 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -23901816.000000 Penalty: 6045.954590
	Iteration 89Q: 3 clusters Score -2.390182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191187 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -23901814.000000 Penalty: 6045.954590
	Iteration 90Q: 3 clusters Score -2.390181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191182 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -23901808.000000 Penalty: 6045.954590
	Iteration 91Q: 3 clusters Score -2.390181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191176 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -23901810.000000 Penalty: 6045.954590
	Iteration 92Q: 3 clusters Score -2.390181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191167 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -23901840.000000 Penalty: 6045.954590
	Iteration 93Q: 3 clusters Score -2.390184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191157 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -23901840.000000 Penalty: 6045.954590
	Iteration 94Q: 3 clusters Score -2.390184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191155 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -23901836.000000 Penalty: 6045.954590
	Iteration 95Q: 3 clusters Score -2.390184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191153 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -23901832.000000 Penalty: 6045.954590
	Iteration 96Q: 3 clusters Score -2.390183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191152 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -23901818.000000 Penalty: 6045.954590
	Iteration 97Q: 3 clusters Score -2.390182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191151 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -23901814.000000 Penalty: 6045.954590
	Iteration 98Q: 3 clusters Score -2.390181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191148 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -23901822.000000 Penalty: 6045.954590
	Iteration 99Q: 3 clusters Score -2.390182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191142 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -23901834.000000 Penalty: 6045.954590
	Iteration 100F: 3 clusters Score -2.390183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191134 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -23901834.000000 Penalty: 6045.954590
	Iteration 101Q: 3 clusters Score -2.390183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191128 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -23901834.000000 Penalty: 6045.954590
	Iteration 102Q: 3 clusters Score -2.390183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191120 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -23901850.000000 Penalty: 6045.954590
	Iteration 103Q: 3 clusters Score -2.390185e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191110 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -23901872.000000 Penalty: 6045.954590
	Iteration 104Q: 3 clusters Score -2.390187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191103 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -23901860.000000 Penalty: 6045.954590
	Iteration 105Q: 3 clusters Score -2.390186e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191096 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -23901842.000000 Penalty: 6045.954590
	Iteration 106Q: 3 clusters Score -2.390184e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191083 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -23901852.000000 Penalty: 6045.954590
	Iteration 107Q: 3 clusters Score -2.390185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191071 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -23901862.000000 Penalty: 6045.954590
	Iteration 108Q: 3 clusters Score -2.390186e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191054 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -23901852.000000 Penalty: 6045.954590
	Iteration 109Q: 3 clusters Score -2.390185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191037 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -23901836.000000 Penalty: 6045.954590
	Iteration 110Q: 3 clusters Score -2.390184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191022 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -23901854.000000 Penalty: 6045.954590
	Iteration 111Q: 3 clusters Score -2.390185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191011 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -23901858.000000 Penalty: 6045.954590
	Iteration 112Q: 3 clusters Score -2.390186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191003 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -23901852.000000 Penalty: 6045.954590
	Iteration 113Q: 3 clusters Score -2.390185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190994 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -23901862.000000 Penalty: 6045.954590
	Iteration 114Q: 3 clusters Score -2.390186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190983 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -23901850.000000 Penalty: 6045.954590
	Iteration 115Q: 3 clusters Score -2.390185e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190975 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -23901870.000000 Penalty: 6045.954590
	Iteration 116Q: 3 clusters Score -2.390187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190962 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -23901844.000000 Penalty: 6045.954590
	Iteration 117Q: 3 clusters Score -2.390184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190953 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -23901842.000000 Penalty: 6045.954590
	Iteration 118Q: 3 clusters Score -2.390184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190941 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -23901860.000000 Penalty: 6045.954590
	Iteration 119Q: 3 clusters Score -2.390186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190929 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -23901858.000000 Penalty: 6045.954590
	Iteration 120F: 3 clusters Score -2.390186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190924 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -23901870.000000 Penalty: 6045.954590
	Iteration 121Q: 3 clusters Score -2.390187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190918 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -23901884.000000 Penalty: 6045.954590
	Iteration 122Q: 3 clusters Score -2.390188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190918 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -23901874.000000 Penalty: 6045.954590
	Iteration 123Q: 3 clusters Score -2.390187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190916 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -23901860.000000 Penalty: 6045.954590
	Iteration 124Q: 3 clusters Score -2.390186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190913 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -23901864.000000 Penalty: 6045.954590
	Iteration 125Q: 3 clusters Score -2.390186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190908 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -23901862.000000 Penalty: 6045.954590
	Iteration 126Q: 3 clusters Score -2.390186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190906 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -23901880.000000 Penalty: 6045.954590
	Iteration 127Q: 3 clusters Score -2.390188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190905 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -23901868.000000 Penalty: 6045.954590
	Iteration 128Q: 3 clusters Score -2.390187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190905 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -23901868.000000 Penalty: 6045.954590
	Iteration 129F: 3 clusters Score -2.390187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2248 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 190905 members 
Mstep: Class 5 contains 229595 members 
Mstep: Class 6 contains 4324 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 47945 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13430 members 
Mstep: Class 11 contains 5793 members 
Mstep: Class 13 contains 176672 members 
Mstep: Class 14 contains 190710 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1262 members 
Entering Unmasked Estep 
Score: -104288400.000000 Penalty: 57676.941406
Splitting cluster 4 changes total score from -104288592.000000 to -104288400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (229595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229595 members 
Entering Unmasked Estep 
Score: -27795944.000000 Penalty: 3061.329834
	Iteration 0F: 2 clusters Score -2.779594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115144 members 
Mstep: Class 2 contains 114451 members 
Entering Unmasked Estep 
Score: -27646214.000000 Penalty: 6122.659668
	Iteration 0F: 3 clusters Score -2.764621e+07 nChanged 110698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119816 members 
Mstep: Class 2 contains 109779 members 
Entering Unmasked Estep 
Score: -27711182.000000 Penalty: 6122.659668
	Iteration 1F: 3 clusters Score -2.771118e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123098 members 
Mstep: Class 2 contains 106497 members 
Entering Unmasked Estep 
Score: -27712598.000000 Penalty: 6122.659668
	Iteration 2Q: 3 clusters Score -2.77126e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128329 members 
Mstep: Class 2 contains 101266 members 
Entering Unmasked Estep 
Score: -27714910.000000 Penalty: 6122.659668
	Iteration 3Q: 3 clusters Score -2.771491e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136159 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -27718536.000000 Penalty: 6122.659668
	Iteration 4Q: 3 clusters Score -2.771854e+07 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147703 members 
Mstep: Class 2 contains 81892 members 
Entering Unmasked Estep 
Score: -27725050.000000 Penalty: 6122.659668
	Iteration 5F: 3 clusters Score -2.772505e+07 nChanged 16203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163672 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
Score: -27736046.000000 Penalty: 6122.659668
	Iteration 6F: 3 clusters Score -2.773605e+07 nChanged 19932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183512 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -27752980.000000 Penalty: 6122.659668
	Iteration 7F: 3 clusters Score -2.775298e+07 nChanged 19781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203279 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -27770926.000000 Penalty: 6122.659668
	Iteration 8F: 3 clusters Score -2.777093e+07 nChanged 14763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218042 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -27783756.000000 Penalty: 6122.659668
	Iteration 9F: 3 clusters Score -2.778376e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225751 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -27790204.000000 Penalty: 6122.659668
	Iteration 10Q: 3 clusters Score -2.77902e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228405 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -27792378.000000 Penalty: 6122.659668
	Iteration 11Q: 3 clusters Score -2.779238e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229062 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -27792968.000000 Penalty: 6122.659668
	Iteration 12Q: 3 clusters Score -2.779297e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229217 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -27793158.000000 Penalty: 6122.659668
	Iteration 13Q: 3 clusters Score -2.779316e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229250 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -27793262.000000 Penalty: 6122.659668
	Iteration 14Q: 3 clusters Score -2.779326e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229274 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -27793308.000000 Penalty: 6122.659668
	Iteration 15Q: 3 clusters Score -2.779331e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229284 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -27793342.000000 Penalty: 6122.659668
	Iteration 16Q: 3 clusters Score -2.779334e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229285 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -27793392.000000 Penalty: 6122.659668
	Iteration 17Q: 3 clusters Score -2.779339e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229281 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27793410.000000 Penalty: 6122.659668
	Iteration 18Q: 3 clusters Score -2.779341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229279 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -27793430.000000 Penalty: 6122.659668
	Iteration 19Q: 3 clusters Score -2.779343e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229276 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27793472.000000 Penalty: 6122.659668
	Iteration 20F: 3 clusters Score -2.779347e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229269 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -27793498.000000 Penalty: 6122.659668
	Iteration 21Q: 3 clusters Score -2.77935e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229261 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -27793522.000000 Penalty: 6122.659668
	Iteration 22Q: 3 clusters Score -2.779352e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229252 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -27793556.000000 Penalty: 6122.659668
	Iteration 23Q: 3 clusters Score -2.779356e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229256 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -27793594.000000 Penalty: 6122.659668
	Iteration 24Q: 3 clusters Score -2.779359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229259 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -27793632.000000 Penalty: 6122.659668
	Iteration 25Q: 3 clusters Score -2.779363e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229259 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -27793668.000000 Penalty: 6122.659668
	Iteration 26Q: 3 clusters Score -2.779367e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229248 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -27793742.000000 Penalty: 6122.659668
	Iteration 27Q: 3 clusters Score -2.779374e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229231 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -27793732.000000 Penalty: 6122.659668
	Iteration 28Q: 3 clusters Score -2.779373e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229206 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -27793800.000000 Penalty: 6122.659668
	Iteration 29Q: 3 clusters Score -2.77938e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229182 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -27793822.000000 Penalty: 6122.659668
	Iteration 30Q: 3 clusters Score -2.779382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229165 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -27793850.000000 Penalty: 6122.659668
	Iteration 31Q: 3 clusters Score -2.779385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229152 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -27793852.000000 Penalty: 6122.659668
	Iteration 32Q: 3 clusters Score -2.779385e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229137 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -27793862.000000 Penalty: 6122.659668
	Iteration 33Q: 3 clusters Score -2.779386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229126 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -27793864.000000 Penalty: 6122.659668
	Iteration 34Q: 3 clusters Score -2.779386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229117 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -27793894.000000 Penalty: 6122.659668
	Iteration 35Q: 3 clusters Score -2.779389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229113 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -27793898.000000 Penalty: 6122.659668
	Iteration 36Q: 3 clusters Score -2.77939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229113 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -27793906.000000 Penalty: 6122.659668
	Iteration 37Q: 3 clusters Score -2.779391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229111 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -27793916.000000 Penalty: 6122.659668
	Iteration 38Q: 3 clusters Score -2.779392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229111 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -27793934.000000 Penalty: 6122.659668
	Iteration 39F: 3 clusters Score -2.779393e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229092 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -27793944.000000 Penalty: 6122.659668
	Iteration 40F: 3 clusters Score -2.779394e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229070 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -27793948.000000 Penalty: 6122.659668
	Iteration 41Q: 3 clusters Score -2.779395e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229052 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -27793978.000000 Penalty: 6122.659668
	Iteration 42Q: 3 clusters Score -2.779398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229033 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -27794038.000000 Penalty: 6122.659668
	Iteration 43Q: 3 clusters Score -2.779404e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229023 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -27794066.000000 Penalty: 6122.659668
	Iteration 44Q: 3 clusters Score -2.779407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229017 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -27794050.000000 Penalty: 6122.659668
	Iteration 45Q: 3 clusters Score -2.779405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229005 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -27794064.000000 Penalty: 6122.659668
	Iteration 46Q: 3 clusters Score -2.779406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228990 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -27794078.000000 Penalty: 6122.659668
	Iteration 47Q: 3 clusters Score -2.779408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228979 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -27794084.000000 Penalty: 6122.659668
	Iteration 48Q: 3 clusters Score -2.779408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228968 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -27794092.000000 Penalty: 6122.659668
	Iteration 49Q: 3 clusters Score -2.779409e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228956 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -27794080.000000 Penalty: 6122.659668
	Iteration 50Q: 3 clusters Score -2.779408e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228937 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -27794082.000000 Penalty: 6122.659668
	Iteration 51Q: 3 clusters Score -2.779408e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228921 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -27794132.000000 Penalty: 6122.659668
	Iteration 52Q: 3 clusters Score -2.779413e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228909 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -27794108.000000 Penalty: 6122.659668
	Iteration 53Q: 3 clusters Score -2.779411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228898 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -27794142.000000 Penalty: 6122.659668
	Iteration 54Q: 3 clusters Score -2.779414e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228881 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -27794160.000000 Penalty: 6122.659668
	Iteration 55Q: 3 clusters Score -2.779416e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228855 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -27794186.000000 Penalty: 6122.659668
	Iteration 56Q: 3 clusters Score -2.779419e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228840 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -27794220.000000 Penalty: 6122.659668
	Iteration 57Q: 3 clusters Score -2.779422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228822 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -27794224.000000 Penalty: 6122.659668
	Iteration 58Q: 3 clusters Score -2.779422e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228801 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -27794256.000000 Penalty: 6122.659668
	Iteration 59Q: 3 clusters Score -2.779426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228792 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -27794272.000000 Penalty: 6122.659668
	Iteration 60F: 3 clusters Score -2.779427e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228780 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -27794300.000000 Penalty: 6122.659668
	Iteration 61Q: 3 clusters Score -2.77943e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228766 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -27794334.000000 Penalty: 6122.659668
	Iteration 62Q: 3 clusters Score -2.779433e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228749 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -27794348.000000 Penalty: 6122.659668
	Iteration 63Q: 3 clusters Score -2.779435e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228725 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -27794354.000000 Penalty: 6122.659668
	Iteration 64Q: 3 clusters Score -2.779435e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228704 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -27794384.000000 Penalty: 6122.659668
	Iteration 65Q: 3 clusters Score -2.779438e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228684 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -27794368.000000 Penalty: 6122.659668
	Iteration 66Q: 3 clusters Score -2.779437e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228661 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -27794406.000000 Penalty: 6122.659668
	Iteration 67Q: 3 clusters Score -2.779441e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228648 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -27794394.000000 Penalty: 6122.659668
	Iteration 68Q: 3 clusters Score -2.779439e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228634 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -27794398.000000 Penalty: 6122.659668
	Iteration 69Q: 3 clusters Score -2.77944e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228623 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -27794420.000000 Penalty: 6122.659668
	Iteration 70Q: 3 clusters Score -2.779442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228615 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -27794418.000000 Penalty: 6122.659668
	Iteration 71Q: 3 clusters Score -2.779442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228600 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -27794446.000000 Penalty: 6122.659668
	Iteration 72Q: 3 clusters Score -2.779445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228589 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -27794420.000000 Penalty: 6122.659668
	Iteration 73Q: 3 clusters Score -2.779442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228580 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -27794430.000000 Penalty: 6122.659668
	Iteration 74Q: 3 clusters Score -2.779443e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228567 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -27794458.000000 Penalty: 6122.659668
	Iteration 75Q: 3 clusters Score -2.779446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228560 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -27794468.000000 Penalty: 6122.659668
	Iteration 76Q: 3 clusters Score -2.779447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228549 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -27794480.000000 Penalty: 6122.659668
	Iteration 77Q: 3 clusters Score -2.779448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228540 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -27794454.000000 Penalty: 6122.659668
	Iteration 78Q: 3 clusters Score -2.779445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228531 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -27794488.000000 Penalty: 6122.659668
	Iteration 79Q: 3 clusters Score -2.779449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228526 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -27794480.000000 Penalty: 6122.659668
	Iteration 80F: 3 clusters Score -2.779448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228522 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -27794492.000000 Penalty: 6122.659668
	Iteration 81Q: 3 clusters Score -2.779449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228515 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -27794504.000000 Penalty: 6122.659668
	Iteration 82Q: 3 clusters Score -2.77945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228509 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -27794508.000000 Penalty: 6122.659668
	Iteration 83Q: 3 clusters Score -2.779451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228506 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -27794502.000000 Penalty: 6122.659668
	Iteration 84Q: 3 clusters Score -2.77945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228504 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -27794502.000000 Penalty: 6122.659668
	Iteration 85Q: 3 clusters Score -2.77945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228502 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -27794498.000000 Penalty: 6122.659668
	Iteration 86Q: 3 clusters Score -2.77945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228500 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -27794518.000000 Penalty: 6122.659668
	Iteration 87Q: 3 clusters Score -2.779452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228495 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -27794512.000000 Penalty: 6122.659668
	Iteration 88Q: 3 clusters Score -2.779451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228489 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -27794514.000000 Penalty: 6122.659668
	Iteration 89Q: 3 clusters Score -2.779451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228483 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -27794524.000000 Penalty: 6122.659668
	Iteration 90Q: 3 clusters Score -2.779452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228478 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -27794546.000000 Penalty: 6122.659668
	Iteration 91Q: 3 clusters Score -2.779455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228471 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -27794546.000000 Penalty: 6122.659668
	Iteration 92Q: 3 clusters Score -2.779455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228468 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -27794522.000000 Penalty: 6122.659668
	Iteration 93Q: 3 clusters Score -2.779452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228465 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -27794544.000000 Penalty: 6122.659668
	Iteration 94Q: 3 clusters Score -2.779454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228461 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -27794528.000000 Penalty: 6122.659668
	Iteration 95Q: 3 clusters Score -2.779453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228457 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -27794546.000000 Penalty: 6122.659668
	Iteration 96Q: 3 clusters Score -2.779455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228452 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -27794538.000000 Penalty: 6122.659668
	Iteration 97Q: 3 clusters Score -2.779454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228451 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -27794542.000000 Penalty: 6122.659668
	Iteration 98Q: 3 clusters Score -2.779454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228448 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -27794556.000000 Penalty: 6122.659668
	Iteration 99Q: 3 clusters Score -2.779456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228444 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -27794556.000000 Penalty: 6122.659668
	Iteration 100F: 3 clusters Score -2.779456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228443 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -27794558.000000 Penalty: 6122.659668
	Iteration 101Q: 3 clusters Score -2.779456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228442 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -27794544.000000 Penalty: 6122.659668
	Iteration 102Q: 3 clusters Score -2.779454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228442 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -27794544.000000 Penalty: 6122.659668
	Iteration 103F: 3 clusters Score -2.779454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Entering Unmasked Estep 
Score: -492286.125000 Penalty: 2076.239990
	Iteration 0F: 2 clusters Score -492286.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -488166.218750 Penalty: 4152.479980
	Iteration 0F: 3 clusters Score -488166.2 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -489068.500000 Penalty: 4152.479980
	Iteration 1F: 3 clusters Score -489068.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -489289.281250 Penalty: 4152.479980
	Iteration 2F: 3 clusters Score -489289.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -489415.500000 Penalty: 4152.479980
	Iteration 3Q: 3 clusters Score -489415.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -489498.625000 Penalty: 4152.479980
	Iteration 4Q: 3 clusters Score -489498.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -489562.843750 Penalty: 4152.479980
	Iteration 5Q: 3 clusters Score -489562.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -489605.375000 Penalty: 4152.479980
	Iteration 6Q: 3 clusters Score -489605.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -489637.156250 Penalty: 4152.479980
	Iteration 7Q: 3 clusters Score -489637.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -489661.031250 Penalty: 4152.479980
	Iteration 8Q: 3 clusters Score -489661 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -489687.750000 Penalty: 4152.479980
	Iteration 9Q: 3 clusters Score -489687.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -489716.343750 Penalty: 4152.479980
	Iteration 10Q: 3 clusters Score -489716.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -489741.031250 Penalty: 4152.479980
	Iteration 11Q: 3 clusters Score -489741 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -489757.125000 Penalty: 4152.479980
	Iteration 12Q: 3 clusters Score -489757.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -489768.687500 Penalty: 4152.479980
	Iteration 13Q: 3 clusters Score -489768.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -489775.562500 Penalty: 4152.479980
	Iteration 14Q: 3 clusters Score -489775.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -489782.187500 Penalty: 4152.479980
	Iteration 15Q: 3 clusters Score -489782.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -489789.906250 Penalty: 4152.479980
	Iteration 16Q: 3 clusters Score -489789.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -489796.406250 Penalty: 4152.479980
	Iteration 17Q: 3 clusters Score -489796.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -489802.156250 Penalty: 4152.479980
	Iteration 18Q: 3 clusters Score -489802.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -489804.843750 Penalty: 4152.479980
	Iteration 19Q: 3 clusters Score -489804.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -489808.406250 Penalty: 4152.479980
	Iteration 20F: 3 clusters Score -489808.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -489813.000000 Penalty: 4152.479980
	Iteration 21Q: 3 clusters Score -489813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -489818.000000 Penalty: 4152.479980
	Iteration 22Q: 3 clusters Score -489818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -489821.625000 Penalty: 4152.479980
	Iteration 23Q: 3 clusters Score -489821.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -489826.312500 Penalty: 4152.479980
	Iteration 24Q: 3 clusters Score -489826.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -489828.562500 Penalty: 4152.479980
	Iteration 25Q: 3 clusters Score -489828.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -489830.125000 Penalty: 4152.479980
	Iteration 26Q: 3 clusters Score -489830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -489831.531250 Penalty: 4152.479980
	Iteration 27Q: 3 clusters Score -489831.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -489832.812500 Penalty: 4152.479980
	Iteration 28Q: 3 clusters Score -489832.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -489832.281250 Penalty: 4152.479980
	Iteration 29Q: 3 clusters Score -489832.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -489832.843750 Penalty: 4152.479980
	Iteration 30Q: 3 clusters Score -489832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -489833.625000 Penalty: 4152.479980
	Iteration 31Q: 3 clusters Score -489833.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -489833.843750 Penalty: 4152.479980
	Iteration 32Q: 3 clusters Score -489833.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -489834.031250 Penalty: 4152.479980
	Iteration 33Q: 3 clusters Score -489834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -489834.750000 Penalty: 4152.479980
	Iteration 34Q: 3 clusters Score -489834.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -489835.437500 Penalty: 4152.479980
	Iteration 35Q: 3 clusters Score -489835.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -489836.093750 Penalty: 4152.479980
	Iteration 36Q: 3 clusters Score -489836.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -489838.250000 Penalty: 4152.479980
	Iteration 37Q: 3 clusters Score -489838.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -489841.312500 Penalty: 4152.479980
	Iteration 38Q: 3 clusters Score -489841.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -489843.281250 Penalty: 4152.479980
	Iteration 39Q: 3 clusters Score -489843.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -489846.656250 Penalty: 4152.479980
	Iteration 40F: 3 clusters Score -489846.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -489849.281250 Penalty: 4152.479980
	Iteration 41Q: 3 clusters Score -489849.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -489849.437500 Penalty: 4152.479980
	Iteration 42Q: 3 clusters Score -489849.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -489851.250000 Penalty: 4152.479980
	Iteration 43Q: 3 clusters Score -489851.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -489852.187500 Penalty: 4152.479980
	Iteration 44Q: 3 clusters Score -489852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -489853.093750 Penalty: 4152.479980
	Iteration 45Q: 3 clusters Score -489853.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -489852.437500 Penalty: 4152.479980
	Iteration 46Q: 3 clusters Score -489852.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -489852.437500 Penalty: 4152.479980
	Iteration 47F: 3 clusters Score -489852.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -203437.359375 Penalty: 1879.760376
	Iteration 0F: 2 clusters Score -203437.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -200911.078125 Penalty: 3759.520752
	Iteration 0F: 3 clusters Score -200911.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -201685.531250 Penalty: 3759.520752
	Iteration 1F: 3 clusters Score -201685.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -202464.937500 Penalty: 3759.520752
	Iteration 2F: 3 clusters Score -202464.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -203243.593750 Penalty: 3759.520752
	Iteration 3F: 3 clusters Score -203243.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -203588.125000 Penalty: 3759.520752
	Iteration 4F: 3 clusters Score -203588.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -203706.906250 Penalty: 3759.520752
	Iteration 5Q: 3 clusters Score -203706.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -203735.468750 Penalty: 3759.520752
	Iteration 6Q: 3 clusters Score -203735.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -203748.078125 Penalty: 3759.520752
	Iteration 7Q: 3 clusters Score -203748.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -203752.734375 Penalty: 3759.520752
	Iteration 8Q: 3 clusters Score -203752.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -203753.843750 Penalty: 3759.520752
	Iteration 9Q: 3 clusters Score -203753.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -203755.437500 Penalty: 3759.520752
	Iteration 10Q: 3 clusters Score -203755.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -203759.406250 Penalty: 3759.520752
	Iteration 11Q: 3 clusters Score -203759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -203760.546875 Penalty: 3759.520752
	Iteration 12Q: 3 clusters Score -203760.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -203760.546875 Penalty: 3759.520752
	Iteration 13F: 3 clusters Score -203760.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2248 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 196698 members 
Mstep: Class 5 contains 229595 members 
Mstep: Class 6 contains 4324 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 47945 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13430 members 
Mstep: Class 11 contains 721 members 
Mstep: Class 13 contains 176672 members 
Mstep: Class 14 contains 190710 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1262 members 
Entering Unmasked Estep 
Score: -104287608.000000 Penalty: 57676.941406
Splitting cluster 7 changes total score from -104288592.000000 to -104287608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (47945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Entering Unmasked Estep 
Score: -5651130.500000 Penalty: 2672.896973
	Iteration 0F: 2 clusters Score -5651130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -5618768.000000 Penalty: 5345.793945
	Iteration 0F: 3 clusters Score -5618768 nChanged 22022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -5631184.000000 Penalty: 5345.793945
	Iteration 1F: 3 clusters Score -5631184 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -5632003.500000 Penalty: 5345.793945
	Iteration 2Q: 3 clusters Score -5632004 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -5633027.500000 Penalty: 5345.793945
	Iteration 3F: 3 clusters Score -5633028 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -5634663.500000 Penalty: 5345.793945
	Iteration 4F: 3 clusters Score -5634664 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -5637250.000000 Penalty: 5345.793945
	Iteration 5F: 3 clusters Score -5637250 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -5640794.500000 Penalty: 5345.793945
	Iteration 6F: 3 clusters Score -5640794 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -5644434.000000 Penalty: 5345.793945
	Iteration 7F: 3 clusters Score -5644434 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -5646900.500000 Penalty: 5345.793945
	Iteration 8F: 3 clusters Score -5646900 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -5648032.500000 Penalty: 5345.793945
	Iteration 9Q: 3 clusters Score -5648032 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -5648437.000000 Penalty: 5345.793945
	Iteration 10Q: 3 clusters Score -5648437 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -5648584.000000 Penalty: 5345.793945
	Iteration 11Q: 3 clusters Score -5648584 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -5648659.500000 Penalty: 5345.793945
	Iteration 12Q: 3 clusters Score -5648660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -5648703.500000 Penalty: 5345.793945
	Iteration 13Q: 3 clusters Score -5648704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -5648739.500000 Penalty: 5345.793945
	Iteration 14Q: 3 clusters Score -5648740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -5648761.500000 Penalty: 5345.793945
	Iteration 15Q: 3 clusters Score -5648762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -5648784.500000 Penalty: 5345.793945
	Iteration 16Q: 3 clusters Score -5648784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -5648785.000000 Penalty: 5345.793945
	Iteration 17Q: 3 clusters Score -5648785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -5648790.000000 Penalty: 5345.793945
	Iteration 18Q: 3 clusters Score -5648790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -5648785.500000 Penalty: 5345.793945
	Iteration 19Q: 3 clusters Score -5648786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -5648788.500000 Penalty: 5345.793945
	Iteration 20F: 3 clusters Score -5648788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -55580.507812 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -55580.51 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 284 members 
Entering Unmasked Estep 
Score: -54032.355469 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -54032.36 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -54255.289062 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -54255.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54352.906250 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -54352.91 nChanged 19
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: -54574.214844 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -54574.21 nChanged 31
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: -54690.597656 Penalty: 3131.519775
	Iteration 4F: 3 clusters Score -54690.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54777.929688 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -54777.93 nChanged 16
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: -54820.296875 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -54820.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54894.656250 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -54894.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54922.234375 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -54922.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54951.632812 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -54951.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54966.859375 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -54966.86 nChanged 6
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: -54980.898438 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -54980.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54995.031250 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -54995.03 nChanged 3
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: -55005.214844 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -55005.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55017.851562 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -55017.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -55039.562500 Penalty: 3131.519775
	Iteration 15Q: 3 clusters Score -55039.56 nChanged 7
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: -55089.531250 Penalty: 3131.519775
	Iteration 16Q: 3 clusters Score -55089.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55111.250000 Penalty: 3131.519775
	Iteration 17Q: 3 clusters Score -55111.25 nChanged 6
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: -55132.300781 Penalty: 3131.519775
	Iteration 18Q: 3 clusters Score -55132.3 nChanged 5
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: -55156.851562 Penalty: 3131.519775
	Iteration 19Q: 3 clusters Score -55156.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55178.343750 Penalty: 3131.519775
	Iteration 20F: 3 clusters Score -55178.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55201.152344 Penalty: 3131.519775
	Iteration 21Q: 3 clusters Score -55201.15 nChanged 2
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: -55210.394531 Penalty: 3131.519775
	Iteration 22Q: 3 clusters Score -55210.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55213.425781 Penalty: 3131.519775
	Iteration 23Q: 3 clusters Score -55213.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55213.425781 Penalty: 3131.519775
	Iteration 24F: 3 clusters Score -55213.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Entering Unmasked Estep 
Score: -1662916.500000 Penalty: 2357.301025
	Iteration 0F: 2 clusters Score -1662916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1653044.250000 Penalty: 4714.602051
	Iteration 0F: 3 clusters Score -1653044 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1656173.250000 Penalty: 4714.602051
	Iteration 1F: 3 clusters Score -1656173 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1656596.375000 Penalty: 4714.602051
	Iteration 2F: 3 clusters Score -1656596 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1656933.875000 Penalty: 4714.602051
	Iteration 3F: 3 clusters Score -1656934 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1657307.375000 Penalty: 4714.602051
	Iteration 4Q: 3 clusters Score -1657307 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1657743.375000 Penalty: 4714.602051
	Iteration 5Q: 3 clusters Score -1657743 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1658280.375000 Penalty: 4714.602051
	Iteration 6F: 3 clusters Score -1658280 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1658816.125000 Penalty: 4714.602051
	Iteration 7F: 3 clusters Score -1658816 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1659389.500000 Penalty: 4714.602051
	Iteration 8F: 3 clusters Score -1659390 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1659833.875000 Penalty: 4714.602051
	Iteration 9Q: 3 clusters Score -1659834 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1660176.500000 Penalty: 4714.602051
	Iteration 10Q: 3 clusters Score -1660176 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1660409.000000 Penalty: 4714.602051
	Iteration 11Q: 3 clusters Score -1660409 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1660566.125000 Penalty: 4714.602051
	Iteration 12Q: 3 clusters Score -1660566 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1660655.500000 Penalty: 4714.602051
	Iteration 13Q: 3 clusters Score -1660656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1660720.625000 Penalty: 4714.602051
	Iteration 14Q: 3 clusters Score -1660721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1660754.625000 Penalty: 4714.602051
	Iteration 15Q: 3 clusters Score -1660755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1660789.125000 Penalty: 4714.602051
	Iteration 16Q: 3 clusters Score -1660789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1660808.750000 Penalty: 4714.602051
	Iteration 17Q: 3 clusters Score -1660809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1660829.000000 Penalty: 4714.602051
	Iteration 18Q: 3 clusters Score -1660829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1660842.375000 Penalty: 4714.602051
	Iteration 19Q: 3 clusters Score -1660842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1660851.000000 Penalty: 4714.602051
	Iteration 20F: 3 clusters Score -1660851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1660858.125000 Penalty: 4714.602051
	Iteration 21Q: 3 clusters Score -1660858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1660859.250000 Penalty: 4714.602051
	Iteration 22Q: 3 clusters Score -1660859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1660866.250000 Penalty: 4714.602051
	Iteration 23Q: 3 clusters Score -1660866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1660875.625000 Penalty: 4714.602051
	Iteration 24Q: 3 clusters Score -1660876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1660878.000000 Penalty: 4714.602051
	Iteration 25Q: 3 clusters Score -1660878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1660879.875000 Penalty: 4714.602051
	Iteration 26Q: 3 clusters Score -1660880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1660880.250000 Penalty: 4714.602051
	Iteration 27Q: 3 clusters Score -1660880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1660882.375000 Penalty: 4714.602051
	Iteration 28Q: 3 clusters Score -1660882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1660884.750000 Penalty: 4714.602051
	Iteration 29Q: 3 clusters Score -1660885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1660885.875000 Penalty: 4714.602051
	Iteration 30Q: 3 clusters Score -1660886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1660886.875000 Penalty: 4714.602051
	Iteration 31Q: 3 clusters Score -1660887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1660886.000000 Penalty: 4714.602051
	Iteration 32Q: 3 clusters Score -1660886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1660886.000000 Penalty: 4714.602051
	Iteration 33F: 3 clusters Score -1660886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (176672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176672 members 
Entering Unmasked Estep 
Score: -21539988.000000 Penalty: 2996.348389
	Iteration 0F: 2 clusters Score -2.153999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88718 members 
Mstep: Class 2 contains 87954 members 
Entering Unmasked Estep 
Score: -21423758.000000 Penalty: 5992.696777
	Iteration 0F: 3 clusters Score -2.142376e+07 nChanged 84600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96942 members 
Mstep: Class 2 contains 79730 members 
Entering Unmasked Estep 
Score: -21473380.000000 Penalty: 5992.696777
	Iteration 1F: 3 clusters Score -2.147338e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101987 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -21475330.000000 Penalty: 5992.696777
	Iteration 2Q: 3 clusters Score -2.147533e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 67018 members 
Entering Unmasked Estep 
Score: -21478726.000000 Penalty: 5992.696777
	Iteration 3Q: 3 clusters Score -2.147873e+07 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120855 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -21485686.000000 Penalty: 5992.696777
	Iteration 4F: 3 clusters Score -2.148569e+07 nChanged 15135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135970 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -21498010.000000 Penalty: 5992.696777
	Iteration 5F: 3 clusters Score -2.149801e+07 nChanged 17008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152972 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -21514662.000000 Penalty: 5992.696777
	Iteration 6F: 3 clusters Score -2.151466e+07 nChanged 13928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166900 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -21528390.000000 Penalty: 5992.696777
	Iteration 7F: 3 clusters Score -2.152839e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173864 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -21534754.000000 Penalty: 5992.696777
	Iteration 8Q: 3 clusters Score -2.153475e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175923 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -21536584.000000 Penalty: 5992.696777
	Iteration 9Q: 3 clusters Score -2.153658e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176349 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -21537056.000000 Penalty: 5992.696777
	Iteration 10Q: 3 clusters Score -2.153706e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176444 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21537202.000000 Penalty: 5992.696777
	Iteration 11Q: 3 clusters Score -2.15372e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176466 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21537260.000000 Penalty: 5992.696777
	Iteration 12Q: 3 clusters Score -2.153726e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176476 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21537292.000000 Penalty: 5992.696777
	Iteration 13Q: 3 clusters Score -2.153729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176481 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21537308.000000 Penalty: 5992.696777
	Iteration 14Q: 3 clusters Score -2.153731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176482 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21537300.000000 Penalty: 5992.696777
	Iteration 15Q: 3 clusters Score -2.15373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176483 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21537342.000000 Penalty: 5992.696777
	Iteration 16Q: 3 clusters Score -2.153734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176482 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21537332.000000 Penalty: 5992.696777
	Iteration 17Q: 3 clusters Score -2.153733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176483 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21537326.000000 Penalty: 5992.696777
	Iteration 18Q: 3 clusters Score -2.153733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176483 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21537326.000000 Penalty: 5992.696777
	Iteration 19F: 3 clusters Score -2.153733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (190710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190710 members 
Entering Unmasked Estep 
Score: -23202292.000000 Penalty: 3015.310303
	Iteration 0F: 2 clusters Score -2.320229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95376 members 
Mstep: Class 2 contains 95334 members 
Entering Unmasked Estep 
Score: -23078280.000000 Penalty: 6030.620605
	Iteration 0F: 3 clusters Score -2.307828e+07 nChanged 91255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97867 members 
Mstep: Class 2 contains 92843 members 
Entering Unmasked Estep 
Score: -23131402.000000 Penalty: 6030.620605
	Iteration 1F: 3 clusters Score -2.31314e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99733 members 
Mstep: Class 2 contains 90977 members 
Entering Unmasked Estep 
Score: -23133148.000000 Penalty: 6030.620605
	Iteration 2Q: 3 clusters Score -2.313315e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102702 members 
Mstep: Class 2 contains 88008 members 
Entering Unmasked Estep 
Score: -23135636.000000 Penalty: 6030.620605
	Iteration 3Q: 3 clusters Score -2.313564e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107199 members 
Mstep: Class 2 contains 83511 members 
Entering Unmasked Estep 
Score: -23139736.000000 Penalty: 6030.620605
	Iteration 4Q: 3 clusters Score -2.313974e+07 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113747 members 
Mstep: Class 2 contains 76963 members 
Entering Unmasked Estep 
Score: -23145866.000000 Penalty: 6030.620605
	Iteration 5F: 3 clusters Score -2.314587e+07 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122584 members 
Mstep: Class 2 contains 68126 members 
Entering Unmasked Estep 
Score: -23155504.000000 Penalty: 6030.620605
	Iteration 6F: 3 clusters Score -2.31555e+07 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132407 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
Score: -23167542.000000 Penalty: 6030.620605
	Iteration 7F: 3 clusters Score -2.316754e+07 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140928 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -23178126.000000 Penalty: 6030.620605
	Iteration 8F: 3 clusters Score -2.317813e+07 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146912 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -23184638.000000 Penalty: 6030.620605
	Iteration 9Q: 3 clusters Score -2.318464e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151179 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -23187694.000000 Penalty: 6030.620605
	Iteration 10Q: 3 clusters Score -2.318769e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154798 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -23189554.000000 Penalty: 6030.620605
	Iteration 11Q: 3 clusters Score -2.318955e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158214 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -23190900.000000 Penalty: 6030.620605
	Iteration 12Q: 3 clusters Score -2.31909e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161429 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -23191982.000000 Penalty: 6030.620605
	Iteration 13Q: 3 clusters Score -2.319198e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164415 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -23192882.000000 Penalty: 6030.620605
	Iteration 14Q: 3 clusters Score -2.319288e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167228 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -23193688.000000 Penalty: 6030.620605
	Iteration 15Q: 3 clusters Score -2.319369e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169909 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -23194504.000000 Penalty: 6030.620605
	Iteration 16Q: 3 clusters Score -2.31945e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172374 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -23195512.000000 Penalty: 6030.620605
	Iteration 17Q: 3 clusters Score -2.319551e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174575 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -23196298.000000 Penalty: 6030.620605
	Iteration 18Q: 3 clusters Score -2.31963e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176596 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -23197046.000000 Penalty: 6030.620605
	Iteration 19Q: 3 clusters Score -2.319705e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178374 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -23197860.000000 Penalty: 6030.620605
	Iteration 20F: 3 clusters Score -2.319786e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179930 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -23198512.000000 Penalty: 6030.620605
	Iteration 21Q: 3 clusters Score -2.319851e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181165 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -23199040.000000 Penalty: 6030.620605
	Iteration 22Q: 3 clusters Score -2.319904e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182149 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -23199446.000000 Penalty: 6030.620605
	Iteration 23Q: 3 clusters Score -2.319945e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182907 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -23199680.000000 Penalty: 6030.620605
	Iteration 24Q: 3 clusters Score -2.319968e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183569 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -23199948.000000 Penalty: 6030.620605
	Iteration 25Q: 3 clusters Score -2.319995e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184126 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -23200168.000000 Penalty: 6030.620605
	Iteration 26Q: 3 clusters Score -2.320017e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184634 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -23200328.000000 Penalty: 6030.620605
	Iteration 27Q: 3 clusters Score -2.320033e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185078 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -23200418.000000 Penalty: 6030.620605
	Iteration 28Q: 3 clusters Score -2.320042e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185433 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -23200438.000000 Penalty: 6030.620605
	Iteration 29Q: 3 clusters Score -2.320044e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185740 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -23200554.000000 Penalty: 6030.620605
	Iteration 30Q: 3 clusters Score -2.320055e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185991 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -23200538.000000 Penalty: 6030.620605
	Iteration 31Q: 3 clusters Score -2.320054e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186200 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -23200588.000000 Penalty: 6030.620605
	Iteration 32Q: 3 clusters Score -2.320059e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186386 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -23200584.000000 Penalty: 6030.620605
	Iteration 33Q: 3 clusters Score -2.320058e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186530 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -23200616.000000 Penalty: 6030.620605
	Iteration 34Q: 3 clusters Score -2.320062e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186674 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -23200620.000000 Penalty: 6030.620605
	Iteration 35Q: 3 clusters Score -2.320062e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186817 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -23200618.000000 Penalty: 6030.620605
	Iteration 36Q: 3 clusters Score -2.320062e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186927 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -23200630.000000 Penalty: 6030.620605
	Iteration 37Q: 3 clusters Score -2.320063e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187042 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -23200622.000000 Penalty: 6030.620605
	Iteration 38Q: 3 clusters Score -2.320062e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187123 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -23200632.000000 Penalty: 6030.620605
	Iteration 39Q: 3 clusters Score -2.320063e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187186 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -23200646.000000 Penalty: 6030.620605
	Iteration 40F: 3 clusters Score -2.320065e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187242 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -23200664.000000 Penalty: 6030.620605
	Iteration 41Q: 3 clusters Score -2.320066e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187293 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -23200648.000000 Penalty: 6030.620605
	Iteration 42Q: 3 clusters Score -2.320065e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187323 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -23200662.000000 Penalty: 6030.620605
	Iteration 43Q: 3 clusters Score -2.320066e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187345 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -23200676.000000 Penalty: 6030.620605
	Iteration 44Q: 3 clusters Score -2.320068e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187367 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -23200666.000000 Penalty: 6030.620605
	Iteration 45Q: 3 clusters Score -2.320067e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187382 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -23200674.000000 Penalty: 6030.620605
	Iteration 46Q: 3 clusters Score -2.320067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187402 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -23200666.000000 Penalty: 6030.620605
	Iteration 47Q: 3 clusters Score -2.320067e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187424 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -23200674.000000 Penalty: 6030.620605
	Iteration 48Q: 3 clusters Score -2.320067e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187448 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -23200678.000000 Penalty: 6030.620605
	Iteration 49Q: 3 clusters Score -2.320068e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187473 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -23200672.000000 Penalty: 6030.620605
	Iteration 50Q: 3 clusters Score -2.320067e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187505 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -23200686.000000 Penalty: 6030.620605
	Iteration 51Q: 3 clusters Score -2.320069e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187536 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -23200672.000000 Penalty: 6030.620605
	Iteration 52Q: 3 clusters Score -2.320067e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187559 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -23200684.000000 Penalty: 6030.620605
	Iteration 53Q: 3 clusters Score -2.320068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187580 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -23200686.000000 Penalty: 6030.620605
	Iteration 54Q: 3 clusters Score -2.320069e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187598 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -23200674.000000 Penalty: 6030.620605
	Iteration 55Q: 3 clusters Score -2.320067e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187614 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -23200652.000000 Penalty: 6030.620605
	Iteration 56Q: 3 clusters Score -2.320065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187627 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -23200628.000000 Penalty: 6030.620605
	Iteration 57Q: 3 clusters Score -2.320063e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187646 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -23200620.000000 Penalty: 6030.620605
	Iteration 58Q: 3 clusters Score -2.320062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187661 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -23200624.000000 Penalty: 6030.620605
	Iteration 59Q: 3 clusters Score -2.320062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187670 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -23200630.000000 Penalty: 6030.620605
	Iteration 60F: 3 clusters Score -2.320063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187678 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -23200626.000000 Penalty: 6030.620605
	Iteration 61Q: 3 clusters Score -2.320063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187684 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -23200646.000000 Penalty: 6030.620605
	Iteration 62Q: 3 clusters Score -2.320065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187696 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -23200640.000000 Penalty: 6030.620605
	Iteration 63Q: 3 clusters Score -2.320064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187709 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -23200644.000000 Penalty: 6030.620605
	Iteration 64Q: 3 clusters Score -2.320064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187723 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -23200638.000000 Penalty: 6030.620605
	Iteration 65Q: 3 clusters Score -2.320064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187740 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -23200650.000000 Penalty: 6030.620605
	Iteration 66Q: 3 clusters Score -2.320065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187752 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -23200650.000000 Penalty: 6030.620605
	Iteration 67Q: 3 clusters Score -2.320065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187767 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -23200638.000000 Penalty: 6030.620605
	Iteration 68Q: 3 clusters Score -2.320064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187778 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -23200662.000000 Penalty: 6030.620605
	Iteration 69Q: 3 clusters Score -2.320066e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187796 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -23200696.000000 Penalty: 6030.620605
	Iteration 70Q: 3 clusters Score -2.32007e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187811 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -23200682.000000 Penalty: 6030.620605
	Iteration 71Q: 3 clusters Score -2.320068e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187827 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -23200682.000000 Penalty: 6030.620605
	Iteration 72Q: 3 clusters Score -2.320068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187833 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -23200678.000000 Penalty: 6030.620605
	Iteration 73Q: 3 clusters Score -2.320068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187841 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -23200674.000000 Penalty: 6030.620605
	Iteration 74Q: 3 clusters Score -2.320067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187851 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -23200660.000000 Penalty: 6030.620605
	Iteration 75Q: 3 clusters Score -2.320066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187858 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -23200658.000000 Penalty: 6030.620605
	Iteration 76Q: 3 clusters Score -2.320066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187862 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -23200658.000000 Penalty: 6030.620605
	Iteration 77Q: 3 clusters Score -2.320066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187865 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -23200646.000000 Penalty: 6030.620605
	Iteration 78Q: 3 clusters Score -2.320065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187867 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -23200640.000000 Penalty: 6030.620605
	Iteration 79Q: 3 clusters Score -2.320064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187871 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -23200654.000000 Penalty: 6030.620605
	Iteration 80F: 3 clusters Score -2.320065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187880 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -23200644.000000 Penalty: 6030.620605
	Iteration 81Q: 3 clusters Score -2.320064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187891 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -23200658.000000 Penalty: 6030.620605
	Iteration 82Q: 3 clusters Score -2.320066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187897 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -23200632.000000 Penalty: 6030.620605
	Iteration 83Q: 3 clusters Score -2.320063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187906 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -23200636.000000 Penalty: 6030.620605
	Iteration 84Q: 3 clusters Score -2.320064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187916 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -23200638.000000 Penalty: 6030.620605
	Iteration 85Q: 3 clusters Score -2.320064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187922 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -23200652.000000 Penalty: 6030.620605
	Iteration 86Q: 3 clusters Score -2.320065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187926 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -23200652.000000 Penalty: 6030.620605
	Iteration 87Q: 3 clusters Score -2.320065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187928 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -23200650.000000 Penalty: 6030.620605
	Iteration 88Q: 3 clusters Score -2.320065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187929 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -23200658.000000 Penalty: 6030.620605
	Iteration 89Q: 3 clusters Score -2.320066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187931 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -23200654.000000 Penalty: 6030.620605
	Iteration 90Q: 3 clusters Score -2.320065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187933 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -23200672.000000 Penalty: 6030.620605
	Iteration 91Q: 3 clusters Score -2.320067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187936 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -23200674.000000 Penalty: 6030.620605
	Iteration 92Q: 3 clusters Score -2.320067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187939 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -23200680.000000 Penalty: 6030.620605
	Iteration 93Q: 3 clusters Score -2.320068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187941 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -23200668.000000 Penalty: 6030.620605
	Iteration 94Q: 3 clusters Score -2.320067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187945 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -23200676.000000 Penalty: 6030.620605
	Iteration 95Q: 3 clusters Score -2.320068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187946 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -23200668.000000 Penalty: 6030.620605
	Iteration 96Q: 3 clusters Score -2.320067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187947 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -23200670.000000 Penalty: 6030.620605
	Iteration 97Q: 3 clusters Score -2.320067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187951 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -23200668.000000 Penalty: 6030.620605
	Iteration 98Q: 3 clusters Score -2.320067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187953 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -23200664.000000 Penalty: 6030.620605
	Iteration 99Q: 3 clusters Score -2.320066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187954 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -23200662.000000 Penalty: 6030.620605
	Iteration 100F: 3 clusters Score -2.320066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187956 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -23200664.000000 Penalty: 6030.620605
	Iteration 101Q: 3 clusters Score -2.320066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187956 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -23200664.000000 Penalty: 6030.620605
	Iteration 102F: 3 clusters Score -2.320066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -62104.800781 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -62104.8 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 324 members 
Entering Unmasked Estep 
Score: -60559.800781 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -60559.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60804.597656 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -60804.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60895.675781 Penalty: 3190.738281
	Iteration 2F: 3 clusters Score -60895.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60965.191406 Penalty: 3190.738281
	Iteration 3Q: 3 clusters Score -60965.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61007.609375 Penalty: 3190.738281
	Iteration 4Q: 3 clusters Score -61007.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61036.136719 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -61036.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61065.195312 Penalty: 3190.738281
	Iteration 6Q: 3 clusters Score -61065.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61082.820312 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -61082.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61088.445312 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -61088.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61091.964844 Penalty: 3190.738281
	Iteration 9Q: 3 clusters Score -61091.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61091.964844 Penalty: 3190.738281
	Iteration 10F: 3 clusters Score -61091.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Entering Unmasked Estep 
Score: -425663.031250 Penalty: 2040.786377
	Iteration 0F: 2 clusters Score -425663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -421931.000000 Penalty: 4081.572754
	Iteration 0F: 3 clusters Score -421931 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -422742.687500 Penalty: 4081.572754
	Iteration 1F: 3 clusters Score -422742.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -422955.531250 Penalty: 4081.572754
	Iteration 2F: 3 clusters Score -422955.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -423166.000000 Penalty: 4081.572754
	Iteration 3F: 3 clusters Score -423166 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -423405.156250 Penalty: 4081.572754
	Iteration 4F: 3 clusters Score -423405.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -423620.625000 Penalty: 4081.572754
	Iteration 5F: 3 clusters Score -423620.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -423831.875000 Penalty: 4081.572754
	Iteration 6F: 3 clusters Score -423831.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -424033.125000 Penalty: 4081.572754
	Iteration 7F: 3 clusters Score -424033.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -424172.218750 Penalty: 4081.572754
	Iteration 8Q: 3 clusters Score -424172.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -424250.968750 Penalty: 4081.572754
	Iteration 9Q: 3 clusters Score -424251 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -424311.031250 Penalty: 4081.572754
	Iteration 10Q: 3 clusters Score -424311 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -424348.406250 Penalty: 4081.572754
	Iteration 11Q: 3 clusters Score -424348.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -424369.687500 Penalty: 4081.572754
	Iteration 12Q: 3 clusters Score -424369.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -424391.375000 Penalty: 4081.572754
	Iteration 13Q: 3 clusters Score -424391.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -424408.750000 Penalty: 4081.572754
	Iteration 14Q: 3 clusters Score -424408.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -424424.312500 Penalty: 4081.572754
	Iteration 15Q: 3 clusters Score -424424.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -424435.968750 Penalty: 4081.572754
	Iteration 16Q: 3 clusters Score -424436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -424442.656250 Penalty: 4081.572754
	Iteration 17Q: 3 clusters Score -424442.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -424450.000000 Penalty: 4081.572754
	Iteration 18Q: 3 clusters Score -424450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -424454.593750 Penalty: 4081.572754
	Iteration 19Q: 3 clusters Score -424454.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -424455.593750 Penalty: 4081.572754
	Iteration 20F: 3 clusters Score -424455.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -424456.406250 Penalty: 4081.572754
	Iteration 21Q: 3 clusters Score -424456.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -424456.468750 Penalty: 4081.572754
	Iteration 22Q: 3 clusters Score -424456.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -424457.406250 Penalty: 4081.572754
	Iteration 23Q: 3 clusters Score -424457.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -424457.406250 Penalty: 4081.572754
	Iteration 24F: 3 clusters Score -424457.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -302839.687500 Penalty: 1952.557861
	Iteration 0F: 2 clusters Score -302839.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -299778.437500 Penalty: 3905.115723
	Iteration 0F: 3 clusters Score -299778.4 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -300419.500000 Penalty: 3905.115723
	Iteration 1F: 3 clusters Score -300419.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -300601.687500 Penalty: 3905.115723
	Iteration 2F: 3 clusters Score -300601.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -300713.125000 Penalty: 3905.115723
	Iteration 3Q: 3 clusters Score -300713.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -300812.218750 Penalty: 3905.115723
	Iteration 4Q: 3 clusters Score -300812.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -300879.562500 Penalty: 3905.115723
	Iteration 5Q: 3 clusters Score -300879.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -300932.968750 Penalty: 3905.115723
	Iteration 6Q: 3 clusters Score -300933 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -300968.875000 Penalty: 3905.115723
	Iteration 7Q: 3 clusters Score -300968.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -300996.500000 Penalty: 3905.115723
	Iteration 8Q: 3 clusters Score -300996.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -301018.375000 Penalty: 3905.115723
	Iteration 9Q: 3 clusters Score -301018.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -301033.593750 Penalty: 3905.115723
	Iteration 10Q: 3 clusters Score -301033.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -301043.906250 Penalty: 3905.115723
	Iteration 11Q: 3 clusters Score -301043.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -301051.406250 Penalty: 3905.115723
	Iteration 12Q: 3 clusters Score -301051.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -301055.093750 Penalty: 3905.115723
	Iteration 13Q: 3 clusters Score -301055.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -301059.437500 Penalty: 3905.115723
	Iteration 14Q: 3 clusters Score -301059.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -301065.593750 Penalty: 3905.115723
	Iteration 15Q: 3 clusters Score -301065.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -301069.406250 Penalty: 3905.115723
	Iteration 16Q: 3 clusters Score -301069.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -301073.781250 Penalty: 3905.115723
	Iteration 17Q: 3 clusters Score -301073.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -301075.937500 Penalty: 3905.115723
	Iteration 18Q: 3 clusters Score -301075.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -301079.281250 Penalty: 3905.115723
	Iteration 19Q: 3 clusters Score -301079.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -301083.343750 Penalty: 3905.115723
	Iteration 20F: 3 clusters Score -301083.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -301087.625000 Penalty: 3905.115723
	Iteration 21Q: 3 clusters Score -301087.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -301089.593750 Penalty: 3905.115723
	Iteration 22Q: 3 clusters Score -301089.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -301092.750000 Penalty: 3905.115723
	Iteration 23Q: 3 clusters Score -301092.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -301094.406250 Penalty: 3905.115723
	Iteration 24Q: 3 clusters Score -301094.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -301096.218750 Penalty: 3905.115723
	Iteration 25Q: 3 clusters Score -301096.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -301100.406250 Penalty: 3905.115723
	Iteration 26Q: 3 clusters Score -301100.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -301107.250000 Penalty: 3905.115723
	Iteration 27Q: 3 clusters Score -301107.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -301111.468750 Penalty: 3905.115723
	Iteration 28Q: 3 clusters Score -301111.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -301115.093750 Penalty: 3905.115723
	Iteration 29Q: 3 clusters Score -301115.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -301116.843750 Penalty: 3905.115723
	Iteration 30Q: 3 clusters Score -301116.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -301118.593750 Penalty: 3905.115723
	Iteration 31Q: 3 clusters Score -301118.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -301120.281250 Penalty: 3905.115723
	Iteration 32Q: 3 clusters Score -301120.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -301120.343750 Penalty: 3905.115723
	Iteration 33Q: 3 clusters Score -301120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -301122.500000 Penalty: 3905.115723
	Iteration 34Q: 3 clusters Score -301122.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -301123.312500 Penalty: 3905.115723
	Iteration 35Q: 3 clusters Score -301123.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -301123.843750 Penalty: 3905.115723
	Iteration 36Q: 3 clusters Score -301123.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -301123.843750 Penalty: 3905.115723
	Iteration 37F: 3 clusters Score -301123.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -140935.171875 Penalty: 1770.832275
	Iteration 0F: 2 clusters Score -140935.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -138815.078125 Penalty: 3541.664551
	Iteration 0F: 3 clusters Score -138815.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -139128.890625 Penalty: 3541.664551
	Iteration 1F: 3 clusters Score -139128.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -139233.296875 Penalty: 3541.664551
	Iteration 2F: 3 clusters Score -139233.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -139273.906250 Penalty: 3541.664551
	Iteration 3Q: 3 clusters Score -139273.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -139299.781250 Penalty: 3541.664551
	Iteration 4Q: 3 clusters Score -139299.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -139313.578125 Penalty: 3541.664551
	Iteration 5Q: 3 clusters Score -139313.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -139326.812500 Penalty: 3541.664551
	Iteration 6Q: 3 clusters Score -139326.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -139335.187500 Penalty: 3541.664551
	Iteration 7Q: 3 clusters Score -139335.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -139344.578125 Penalty: 3541.664551
	Iteration 8Q: 3 clusters Score -139344.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -139348.171875 Penalty: 3541.664551
	Iteration 9Q: 3 clusters Score -139348.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -139348.937500 Penalty: 3541.664551
	Iteration 10Q: 3 clusters Score -139348.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -139351.031250 Penalty: 3541.664551
	Iteration 11Q: 3 clusters Score -139351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -139354.140625 Penalty: 3541.664551
	Iteration 12Q: 3 clusters Score -139354.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -139358.250000 Penalty: 3541.664551
	Iteration 13Q: 3 clusters Score -139358.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -139360.046875 Penalty: 3541.664551
	Iteration 14Q: 3 clusters Score -139360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -139362.531250 Penalty: 3541.664551
	Iteration 15Q: 3 clusters Score -139362.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -139363.671875 Penalty: 3541.664551
	Iteration 16Q: 3 clusters Score -139363.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -139364.593750 Penalty: 3541.664551
	Iteration 17Q: 3 clusters Score -139364.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -139364.593750 Penalty: 3541.664551
	Iteration 18F: 3 clusters Score -139364.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2248 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 196698 members 
Mstep: Class 5 contains 229595 members 
Mstep: Class 6 contains 4324 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 47945 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13430 members 
Mstep: Class 13 contains 176672 members 
Mstep: Class 14 contains 190710 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288776.000000 Penalty: 54284.179688
Iteration 79Q: 17 clusters Score -1.042888e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2248 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 196615 members 
Mstep: Class 5 contains 229650 members 
Mstep: Class 6 contains 4324 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 47949 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13432 members 
Mstep: Class 13 contains 176645 members 
Mstep: Class 14 contains 190758 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288704.000000 Penalty: 54284.179688
Iteration 80F: 17 clusters Score -1.042887e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2250 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 196557 members 
Mstep: Class 5 contains 229790 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 47964 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13422 members 
Mstep: Class 13 contains 176584 members 
Mstep: Class 14 contains 190731 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289048.000000 Penalty: 54284.179688
Iteration 81Q: 17 clusters Score -1.04289e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2252 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 196514 members 
Mstep: Class 5 contains 229976 members 
Mstep: Class 6 contains 4324 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 47972 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13419 members 
Mstep: Class 13 contains 176516 members 
Mstep: Class 14 contains 190651 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289128.000000 Penalty: 54284.179688
Iteration 82Q: 17 clusters Score -1.042891e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2253 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 196476 members 
Mstep: Class 5 contains 230232 members 
Mstep: Class 6 contains 4321 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 47984 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13420 members 
Mstep: Class 13 contains 176432 members 
Mstep: Class 14 contains 190508 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3746 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289072.000000 Penalty: 54284.179688
Iteration 83Q: 17 clusters Score -1.042891e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 196405 members 
Mstep: Class 5 contains 230524 members 
Mstep: Class 6 contains 4321 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 47995 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13407 members 
Mstep: Class 13 contains 176338 members 
Mstep: Class 14 contains 190382 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289104.000000 Penalty: 54284.179688
Iteration 84Q: 17 clusters Score -1.042891e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 196335 members 
Mstep: Class 5 contains 230865 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 47994 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13395 members 
Mstep: Class 13 contains 176246 members 
Mstep: Class 14 contains 190220 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3750 members 
Mstep: Class 17 contains 2627 members 
Mstep: Class 19 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289368.000000 Penalty: 54284.179688
Iteration 85Q: 17 clusters Score -1.042894e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 196239 members 
Mstep: Class 5 contains 231205 members 
Mstep: Class 6 contains 4315 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 48006 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13380 members 
Mstep: Class 13 contains 176155 members 
Mstep: Class 14 contains 190071 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3751 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289240.000000 Penalty: 54284.179688
Iteration 86Q: 17 clusters Score -1.042892e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 196156 members 
Mstep: Class 5 contains 231509 members 
Mstep: Class 6 contains 4315 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 48009 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13373 members 
Mstep: Class 13 contains 176050 members 
Mstep: Class 14 contains 189960 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3751 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 19 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289280.000000 Penalty: 54284.179688
Iteration 87Q: 17 clusters Score -1.042893e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 196075 members 
Mstep: Class 5 contains 231821 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 48016 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13375 members 
Mstep: Class 13 contains 175925 members 
Mstep: Class 14 contains 189843 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3751 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 19 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289248.000000 Penalty: 54284.179688
Iteration 88Q: 17 clusters Score -1.042892e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 196005 members 
Mstep: Class 5 contains 232186 members 
Mstep: Class 6 contains 4315 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 48015 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13371 members 
Mstep: Class 13 contains 175811 members 
Mstep: Class 14 contains 189668 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3751 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 19 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289248.000000 Penalty: 54284.179688
Iteration 89Q: 17 clusters Score -1.042892e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 195928 members 
Mstep: Class 5 contains 232543 members 
Mstep: Class 6 contains 4315 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 48035 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13374 members 
Mstep: Class 13 contains 175698 members 
Mstep: Class 14 contains 189477 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3751 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 19 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289360.000000 Penalty: 54284.179688
Iteration 90Q: 17 clusters Score -1.042894e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 195850 members 
Mstep: Class 5 contains 232874 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 48055 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 13 contains 175597 members 
Mstep: Class 14 contains 189299 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3751 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 19 contains 1248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289376.000000 Penalty: 54284.179688
Iteration 91Q: 17 clusters Score -1.042894e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 195772 members 
Mstep: Class 5 contains 233258 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 48065 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13373 members 
Mstep: Class 13 contains 175514 members 
Mstep: Class 14 contains 189070 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3751 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 19 contains 1247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289248.000000 Penalty: 54284.179688
Iteration 92Q: 17 clusters Score -1.042892e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 195741 members 
Mstep: Class 5 contains 233590 members 
Mstep: Class 6 contains 4319 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 48086 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 13 contains 175433 members 
Mstep: Class 14 contains 188832 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 19 contains 1246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289240.000000 Penalty: 54284.179688
Iteration 93Q: 17 clusters Score -1.042892e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 195699 members 
Mstep: Class 5 contains 233922 members 
Mstep: Class 6 contains 4320 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 48105 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 13 contains 175347 members 
Mstep: Class 14 contains 188609 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 19 contains 1244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289304.000000 Penalty: 54284.179688
Iteration 94Q: 17 clusters Score -1.042893e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 195611 members 
Mstep: Class 5 contains 234256 members 
Mstep: Class 6 contains 4320 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48138 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13374 members 
Mstep: Class 13 contains 175269 members 
Mstep: Class 14 contains 188403 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 19 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289352.000000 Penalty: 54284.179688
Iteration 95Q: 17 clusters Score -1.042894e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 195563 members 
Mstep: Class 5 contains 234558 members 
Mstep: Class 6 contains 4320 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48186 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13377 members 
Mstep: Class 13 contains 175192 members 
Mstep: Class 14 contains 188175 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 19 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289520.000000 Penalty: 54284.179688
Iteration 96Q: 17 clusters Score -1.042895e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 195509 members 
Mstep: Class 5 contains 234871 members 
Mstep: Class 6 contains 4320 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48232 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13386 members 
Mstep: Class 13 contains 175123 members 
Mstep: Class 14 contains 187930 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 19 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289736.000000 Penalty: 54284.179688
Iteration 97Q: 17 clusters Score -1.042897e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 195446 members 
Mstep: Class 5 contains 235192 members 
Mstep: Class 6 contains 4319 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48267 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13396 members 
Mstep: Class 13 contains 175085 members 
Mstep: Class 14 contains 187668 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 19 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289752.000000 Penalty: 54284.179688
Iteration 98Q: 17 clusters Score -1.042898e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 195404 members 
Mstep: Class 5 contains 235537 members 
Mstep: Class 6 contains 4317 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48284 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13405 members 
Mstep: Class 13 contains 175026 members 
Mstep: Class 14 contains 187399 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 19 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289656.000000 Penalty: 54284.179688
Iteration 99Q: 17 clusters Score -1.042897e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2265 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 195364 members 
Mstep: Class 5 contains 235850 members 
Mstep: Class 6 contains 4317 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48304 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13399 members 
Mstep: Class 13 contains 174981 members 
Mstep: Class 14 contains 187157 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 19 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289864.000000 Penalty: 54284.179688
Iteration 100F: 17 clusters Score -1.042899e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2266 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 195329 members 
Mstep: Class 5 contains 236131 members 
Mstep: Class 6 contains 4317 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48324 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13403 members 
Mstep: Class 13 contains 174940 members 
Mstep: Class 14 contains 186927 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289600.000000 Penalty: 54284.179688
Iteration 101Q: 17 clusters Score -1.042896e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 195267 members 
Mstep: Class 5 contains 236428 members 
Mstep: Class 6 contains 4315 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48347 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13412 members 
Mstep: Class 13 contains 174891 members 
Mstep: Class 14 contains 186711 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289784.000000 Penalty: 54284.179688
Iteration 102Q: 17 clusters Score -1.042898e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 195212 members 
Mstep: Class 5 contains 236717 members 
Mstep: Class 6 contains 4315 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48353 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13426 members 
Mstep: Class 13 contains 174841 members 
Mstep: Class 14 contains 186506 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289728.000000 Penalty: 54284.179688
Iteration 103Q: 17 clusters Score -1.042897e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 195131 members 
Mstep: Class 5 contains 236992 members 
Mstep: Class 6 contains 4315 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48376 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13434 members 
Mstep: Class 13 contains 174806 members 
Mstep: Class 14 contains 186316 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289616.000000 Penalty: 54284.179688
Iteration 104Q: 17 clusters Score -1.042896e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 195073 members 
Mstep: Class 5 contains 237209 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48405 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13428 members 
Mstep: Class 13 contains 174801 members 
Mstep: Class 14 contains 186138 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289608.000000 Penalty: 54284.179688
Iteration 105Q: 17 clusters Score -1.042896e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 195054 members 
Mstep: Class 5 contains 237428 members 
Mstep: Class 6 contains 4317 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48442 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13424 members 
Mstep: Class 13 contains 174790 members 
Mstep: Class 14 contains 185914 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289416.000000 Penalty: 54284.179688
Iteration 106Q: 17 clusters Score -1.042894e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 195031 members 
Mstep: Class 5 contains 237596 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48465 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 13416 members 
Mstep: Class 13 contains 174809 members 
Mstep: Class 14 contains 185733 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289368.000000 Penalty: 54284.179688
Iteration 107Q: 17 clusters Score -1.042894e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 195007 members 
Mstep: Class 5 contains 237747 members 
Mstep: Class 6 contains 4317 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 13417 members 
Mstep: Class 13 contains 174812 members 
Mstep: Class 14 contains 185588 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289296.000000 Penalty: 54284.179688
Iteration 108Q: 17 clusters Score -1.042893e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194972 members 
Mstep: Class 5 contains 237887 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48499 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 13418 members 
Mstep: Class 13 contains 174808 members 
Mstep: Class 14 contains 185465 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289304.000000 Penalty: 54284.179688
Iteration 109Q: 17 clusters Score -1.042893e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194952 members 
Mstep: Class 5 contains 238023 members 
Mstep: Class 6 contains 4320 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48516 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 13424 members 
Mstep: Class 13 contains 174790 members 
Mstep: Class 14 contains 185341 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289280.000000 Penalty: 54284.179688
Iteration 110Q: 17 clusters Score -1.042893e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194925 members 
Mstep: Class 5 contains 238141 members 
Mstep: Class 6 contains 4319 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48547 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 13427 members 
Mstep: Class 13 contains 174772 members 
Mstep: Class 14 contains 185235 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289288.000000 Penalty: 54284.179688
Iteration 111Q: 17 clusters Score -1.042893e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194913 members 
Mstep: Class 5 contains 238219 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48565 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 13433 members 
Mstep: Class 13 contains 174758 members 
Mstep: Class 14 contains 185160 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289128.000000 Penalty: 54284.179688
Iteration 112Q: 17 clusters Score -1.042891e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194910 members 
Mstep: Class 5 contains 238294 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48577 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 13435 members 
Mstep: Class 13 contains 174745 members 
Mstep: Class 14 contains 185087 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289040.000000 Penalty: 54284.179688
Iteration 113Q: 17 clusters Score -1.04289e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194915 members 
Mstep: Class 5 contains 238288 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48599 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 13432 members 
Mstep: Class 13 contains 174753 members 
Mstep: Class 14 contains 185063 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289192.000000 Penalty: 54284.179688
Iteration 114Q: 17 clusters Score -1.042892e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194914 members 
Mstep: Class 5 contains 238264 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48624 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 13424 members 
Mstep: Class 13 contains 174765 members 
Mstep: Class 14 contains 185059 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289160.000000 Penalty: 54284.179688
Iteration 115Q: 17 clusters Score -1.042892e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194936 members 
Mstep: Class 5 contains 238188 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48653 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 13427 members 
Mstep: Class 13 contains 174774 members 
Mstep: Class 14 contains 185071 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289080.000000 Penalty: 54284.179688
Iteration 116Q: 17 clusters Score -1.042891e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194953 members 
Mstep: Class 5 contains 238134 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48664 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 13436 members 
Mstep: Class 13 contains 174779 members 
Mstep: Class 14 contains 185082 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3756 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288960.000000 Penalty: 54284.179688
Iteration 117Q: 17 clusters Score -1.04289e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194960 members 
Mstep: Class 5 contains 238116 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48670 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 13435 members 
Mstep: Class 13 contains 174767 members 
Mstep: Class 14 contains 185097 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289048.000000 Penalty: 54284.179688
Iteration 118Q: 17 clusters Score -1.04289e+08 nChanged 493
Entering ConstructFrom: 
Score: -104289048.000000 Penalty: 54284.179688
Entering ConstructFrom: 
Trying to split cluster 1 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -87814.265625 Penalty: 1676.870117
	Iteration 0F: 2 clusters Score -87814.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -85985.179688 Penalty: 3353.740234
	Iteration 0F: 3 clusters Score -85985.18 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86273.476562 Penalty: 3353.740234
	Iteration 1F: 3 clusters Score -86273.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -86352.671875 Penalty: 3353.740234
	Iteration 2F: 3 clusters Score -86352.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86424.023438 Penalty: 3353.740234
	Iteration 3Q: 3 clusters Score -86424.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -86470.742188 Penalty: 3353.740234
	Iteration 4Q: 3 clusters Score -86470.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -86498.273438 Penalty: 3353.740234
	Iteration 5Q: 3 clusters Score -86498.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -86535.359375 Penalty: 3353.740234
	Iteration 6Q: 3 clusters Score -86535.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -86555.953125 Penalty: 3353.740234
	Iteration 7Q: 3 clusters Score -86555.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -86579.500000 Penalty: 3353.740234
	Iteration 8Q: 3 clusters Score -86579.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -86595.937500 Penalty: 3353.740234
	Iteration 9Q: 3 clusters Score -86595.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86609.953125 Penalty: 3353.740234
	Iteration 10Q: 3 clusters Score -86609.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86629.140625 Penalty: 3353.740234
	Iteration 11Q: 3 clusters Score -86629.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -86642.460938 Penalty: 3353.740234
	Iteration 12Q: 3 clusters Score -86642.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -86651.117188 Penalty: 3353.740234
	Iteration 13Q: 3 clusters Score -86651.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86663.046875 Penalty: 3353.740234
	Iteration 14Q: 3 clusters Score -86663.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86674.015625 Penalty: 3353.740234
	Iteration 15Q: 3 clusters Score -86674.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -86687.632812 Penalty: 3353.740234
	Iteration 16Q: 3 clusters Score -86687.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -86695.023438 Penalty: 3353.740234
	Iteration 17Q: 3 clusters Score -86695.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -86700.257812 Penalty: 3353.740234
	Iteration 18Q: 3 clusters Score -86700.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -86709.125000 Penalty: 3353.740234
	Iteration 19Q: 3 clusters Score -86709.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -86714.890625 Penalty: 3353.740234
	Iteration 20F: 3 clusters Score -86714.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -86723.921875 Penalty: 3353.740234
	Iteration 21Q: 3 clusters Score -86723.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -86732.929688 Penalty: 3353.740234
	Iteration 22Q: 3 clusters Score -86732.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -86739.273438 Penalty: 3353.740234
	Iteration 23Q: 3 clusters Score -86739.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -86752.992188 Penalty: 3353.740234
	Iteration 24Q: 3 clusters Score -86752.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86765.281250 Penalty: 3353.740234
	Iteration 25Q: 3 clusters Score -86765.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86768.203125 Penalty: 3353.740234
	Iteration 26Q: 3 clusters Score -86768.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -86769.273438 Penalty: 3353.740234
	Iteration 27Q: 3 clusters Score -86769.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -86769.273438 Penalty: 3353.740234
	Iteration 28F: 3 clusters Score -86769.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Entering Unmasked Estep 
Score: -245868.515625 Penalty: 1916.100708
	Iteration 0F: 2 clusters Score -245868.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -243079.468750 Penalty: 3832.201416
	Iteration 0F: 3 clusters Score -243079.5 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -243577.843750 Penalty: 3832.201416
	Iteration 1F: 3 clusters Score -243577.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -243701.390625 Penalty: 3832.201416
	Iteration 2F: 3 clusters Score -243701.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -243784.671875 Penalty: 3832.201416
	Iteration 3Q: 3 clusters Score -243784.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -243830.484375 Penalty: 3832.201416
	Iteration 4Q: 3 clusters Score -243830.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -243864.812500 Penalty: 3832.201416
	Iteration 5Q: 3 clusters Score -243864.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -243897.750000 Penalty: 3832.201416
	Iteration 6Q: 3 clusters Score -243897.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -243928.156250 Penalty: 3832.201416
	Iteration 7Q: 3 clusters Score -243928.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -243962.468750 Penalty: 3832.201416
	Iteration 8Q: 3 clusters Score -243962.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -244007.593750 Penalty: 3832.201416
	Iteration 9Q: 3 clusters Score -244007.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -244083.171875 Penalty: 3832.201416
	Iteration 10Q: 3 clusters Score -244083.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -244157.328125 Penalty: 3832.201416
	Iteration 11Q: 3 clusters Score -244157.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -244228.218750 Penalty: 3832.201416
	Iteration 12Q: 3 clusters Score -244228.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -244299.968750 Penalty: 3832.201416
	Iteration 13Q: 3 clusters Score -244300 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -244379.843750 Penalty: 3832.201416
	Iteration 14Q: 3 clusters Score -244379.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -244431.125000 Penalty: 3832.201416
	Iteration 15Q: 3 clusters Score -244431.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -244465.765625 Penalty: 3832.201416
	Iteration 16Q: 3 clusters Score -244465.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -244486.718750 Penalty: 3832.201416
	Iteration 17Q: 3 clusters Score -244486.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -244504.812500 Penalty: 3832.201416
	Iteration 18Q: 3 clusters Score -244504.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -244515.437500 Penalty: 3832.201416
	Iteration 19Q: 3 clusters Score -244515.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -244523.171875 Penalty: 3832.201416
	Iteration 20F: 3 clusters Score -244523.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -244529.109375 Penalty: 3832.201416
	Iteration 21Q: 3 clusters Score -244529.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -244532.546875 Penalty: 3832.201416
	Iteration 22Q: 3 clusters Score -244532.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -244532.546875 Penalty: 3832.201416
	Iteration 23F: 3 clusters Score -244532.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -34912.582031 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -34912.58 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 223 members 
Entering Unmasked Estep 
Score: -33600.167969 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -33600.17 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33778.011719 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -33778.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33834.496094 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -33834.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33866.484375 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -33866.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33879.531250 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -33879.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33890.457031 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -33890.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33901.187500 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -33901.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33914.484375 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -33914.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33918.617188 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -33918.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33924.988281 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -33924.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33955.679688 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -33955.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33996.937500 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -33996.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34107.222656 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -34107.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34180.085938 Penalty: 3007.637451
	Iteration 13Q: 3 clusters Score -34180.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34289.792969 Penalty: 3007.637451
	Iteration 14Q: 3 clusters Score -34289.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34354.906250 Penalty: 3007.637451
	Iteration 15Q: 3 clusters Score -34354.91 nChanged 10
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: -34398.628906 Penalty: 3007.637451
	Iteration 16Q: 3 clusters Score -34398.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34443.437500 Penalty: 3007.637451
	Iteration 17Q: 3 clusters Score -34443.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34465.242188 Penalty: 3007.637451
	Iteration 18Q: 3 clusters Score -34465.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34490.312500 Penalty: 3007.637451
	Iteration 19Q: 3 clusters Score -34490.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34502.011719 Penalty: 3007.637451
	Iteration 20F: 3 clusters Score -34502.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34509.656250 Penalty: 3007.637451
	Iteration 21Q: 3 clusters Score -34509.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34513.234375 Penalty: 3007.637451
	Iteration 22Q: 3 clusters Score -34513.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34517.417969 Penalty: 3007.637451
	Iteration 23Q: 3 clusters Score -34517.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34519.300781 Penalty: 3007.637451
	Iteration 24Q: 3 clusters Score -34519.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34519.300781 Penalty: 3007.637451
	Iteration 25F: 3 clusters Score -34519.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (194981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194981 members 
Entering Unmasked Estep 
Score: -23698352.000000 Penalty: 3020.802979
	Iteration 0F: 2 clusters Score -2.369835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97640 members 
Mstep: Class 2 contains 97341 members 
Entering Unmasked Estep 
Score: -23570826.000000 Penalty: 6041.605957
	Iteration 0F: 3 clusters Score -2.357083e+07 nChanged 93794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 94245 members 
Entering Unmasked Estep 
Score: -23625450.000000 Penalty: 6041.605957
	Iteration 1F: 3 clusters Score -2.362545e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102570 members 
Mstep: Class 2 contains 92411 members 
Entering Unmasked Estep 
Score: -23626620.000000 Penalty: 6041.605957
	Iteration 2Q: 3 clusters Score -2.362662e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105320 members 
Mstep: Class 2 contains 89661 members 
Entering Unmasked Estep 
Score: -23628322.000000 Penalty: 6041.605957
	Iteration 3Q: 3 clusters Score -2.362832e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109593 members 
Mstep: Class 2 contains 85388 members 
Entering Unmasked Estep 
Score: -23630678.000000 Penalty: 6041.605957
	Iteration 4Q: 3 clusters Score -2.363068e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115995 members 
Mstep: Class 2 contains 78986 members 
Entering Unmasked Estep 
Score: -23634716.000000 Penalty: 6041.605957
	Iteration 5Q: 3 clusters Score -2.363472e+07 nChanged 11235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124736 members 
Mstep: Class 2 contains 70245 members 
Entering Unmasked Estep 
Score: -23641528.000000 Penalty: 6041.605957
	Iteration 6F: 3 clusters Score -2.364153e+07 nChanged 13356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135530 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -23651796.000000 Penalty: 6041.605957
	Iteration 7F: 3 clusters Score -2.36518e+07 nChanged 14013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146769 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -23664116.000000 Penalty: 6041.605957
	Iteration 8F: 3 clusters Score -2.366412e+07 nChanged 11999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155666 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -23674696.000000 Penalty: 6041.605957
	Iteration 9F: 3 clusters Score -2.36747e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161184 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -23681662.000000 Penalty: 6041.605957
	Iteration 10Q: 3 clusters Score -2.368166e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164705 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -23685484.000000 Penalty: 6041.605957
	Iteration 11Q: 3 clusters Score -2.368548e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167415 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -23688380.000000 Penalty: 6041.605957
	Iteration 12Q: 3 clusters Score -2.368838e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169614 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -23690942.000000 Penalty: 6041.605957
	Iteration 13Q: 3 clusters Score -2.369094e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171337 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -23693284.000000 Penalty: 6041.605957
	Iteration 14Q: 3 clusters Score -2.369328e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172458 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -23694982.000000 Penalty: 6041.605957
	Iteration 15Q: 3 clusters Score -2.369498e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173153 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -23696084.000000 Penalty: 6041.605957
	Iteration 16Q: 3 clusters Score -2.369608e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173475 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -23696632.000000 Penalty: 6041.605957
	Iteration 17Q: 3 clusters Score -2.369663e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173636 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -23696902.000000 Penalty: 6041.605957
	Iteration 18Q: 3 clusters Score -2.36969e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173679 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -23697170.000000 Penalty: 6041.605957
	Iteration 19Q: 3 clusters Score -2.369717e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173674 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -23697372.000000 Penalty: 6041.605957
	Iteration 20F: 3 clusters Score -2.369737e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173682 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -23697428.000000 Penalty: 6041.605957
	Iteration 21Q: 3 clusters Score -2.369743e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173677 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -23697540.000000 Penalty: 6041.605957
	Iteration 22Q: 3 clusters Score -2.369754e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173673 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -23697580.000000 Penalty: 6041.605957
	Iteration 23Q: 3 clusters Score -2.369758e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173666 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -23697628.000000 Penalty: 6041.605957
	Iteration 24Q: 3 clusters Score -2.369763e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173646 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -23697588.000000 Penalty: 6041.605957
	Iteration 25Q: 3 clusters Score -2.369759e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173617 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -23697600.000000 Penalty: 6041.605957
	Iteration 26Q: 3 clusters Score -2.36976e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173579 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -23697636.000000 Penalty: 6041.605957
	Iteration 27Q: 3 clusters Score -2.369764e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173556 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -23697632.000000 Penalty: 6041.605957
	Iteration 28Q: 3 clusters Score -2.369763e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173537 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -23697624.000000 Penalty: 6041.605957
	Iteration 29Q: 3 clusters Score -2.369762e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173521 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -23697644.000000 Penalty: 6041.605957
	Iteration 30Q: 3 clusters Score -2.369764e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173499 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -23697686.000000 Penalty: 6041.605957
	Iteration 31Q: 3 clusters Score -2.369769e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173471 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -23697668.000000 Penalty: 6041.605957
	Iteration 32Q: 3 clusters Score -2.369767e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173449 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -23697666.000000 Penalty: 6041.605957
	Iteration 33Q: 3 clusters Score -2.369767e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173438 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -23697658.000000 Penalty: 6041.605957
	Iteration 34Q: 3 clusters Score -2.369766e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173422 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -23697676.000000 Penalty: 6041.605957
	Iteration 35Q: 3 clusters Score -2.369768e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173412 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -23697658.000000 Penalty: 6041.605957
	Iteration 36Q: 3 clusters Score -2.369766e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173391 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -23697642.000000 Penalty: 6041.605957
	Iteration 37Q: 3 clusters Score -2.369764e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173380 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -23697622.000000 Penalty: 6041.605957
	Iteration 38Q: 3 clusters Score -2.369762e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173373 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -23697638.000000 Penalty: 6041.605957
	Iteration 39Q: 3 clusters Score -2.369764e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173360 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -23697638.000000 Penalty: 6041.605957
	Iteration 40F: 3 clusters Score -2.369764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173351 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -23697640.000000 Penalty: 6041.605957
	Iteration 41Q: 3 clusters Score -2.369764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173346 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -23697644.000000 Penalty: 6041.605957
	Iteration 42Q: 3 clusters Score -2.369764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173343 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -23697658.000000 Penalty: 6041.605957
	Iteration 43Q: 3 clusters Score -2.369766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173341 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -23697648.000000 Penalty: 6041.605957
	Iteration 44Q: 3 clusters Score -2.369765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173338 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -23697652.000000 Penalty: 6041.605957
	Iteration 45Q: 3 clusters Score -2.369765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173335 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -23697640.000000 Penalty: 6041.605957
	Iteration 46Q: 3 clusters Score -2.369764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173333 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -23697632.000000 Penalty: 6041.605957
	Iteration 47Q: 3 clusters Score -2.369763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173331 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -23697624.000000 Penalty: 6041.605957
	Iteration 48Q: 3 clusters Score -2.369762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173330 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -23697630.000000 Penalty: 6041.605957
	Iteration 49Q: 3 clusters Score -2.369763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173329 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -23697638.000000 Penalty: 6041.605957
	Iteration 50Q: 3 clusters Score -2.369764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173327 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -23697644.000000 Penalty: 6041.605957
	Iteration 51Q: 3 clusters Score -2.369764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173327 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -23697644.000000 Penalty: 6041.605957
	Iteration 52F: 3 clusters Score -2.369764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (238071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238071 members 
Entering Unmasked Estep 
Score: -28811060.000000 Penalty: 3070.320557
	Iteration 0F: 2 clusters Score -2.881106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119070 members 
Mstep: Class 2 contains 119001 members 
Entering Unmasked Estep 
Score: -28657396.000000 Penalty: 6140.641113
	Iteration 0F: 3 clusters Score -2.86574e+07 nChanged 114770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121942 members 
Mstep: Class 2 contains 116129 members 
Entering Unmasked Estep 
Score: -28724500.000000 Penalty: 6140.641113
	Iteration 1F: 3 clusters Score -2.87245e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123662 members 
Mstep: Class 2 contains 114409 members 
Entering Unmasked Estep 
Score: -28725392.000000 Penalty: 6140.641113
	Iteration 2Q: 3 clusters Score -2.872539e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126383 members 
Mstep: Class 2 contains 111688 members 
Entering Unmasked Estep 
Score: -28726618.000000 Penalty: 6140.641113
	Iteration 3Q: 3 clusters Score -2.872662e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130650 members 
Mstep: Class 2 contains 107421 members 
Entering Unmasked Estep 
Score: -28728220.000000 Penalty: 6140.641113
	Iteration 4Q: 3 clusters Score -2.872822e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137101 members 
Mstep: Class 2 contains 100970 members 
Entering Unmasked Estep 
Score: -28730988.000000 Penalty: 6140.641113
	Iteration 5Q: 3 clusters Score -2.873099e+07 nChanged 10794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146533 members 
Mstep: Class 2 contains 91538 members 
Entering Unmasked Estep 
Score: -28735746.000000 Penalty: 6140.641113
	Iteration 6Q: 3 clusters Score -2.873575e+07 nChanged 14161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159798 members 
Mstep: Class 2 contains 78273 members 
Entering Unmasked Estep 
Score: -28744064.000000 Penalty: 6140.641113
	Iteration 7F: 3 clusters Score -2.874406e+07 nChanged 17797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176983 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -28757226.000000 Penalty: 6140.641113
	Iteration 8F: 3 clusters Score -2.875723e+07 nChanged 18888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195439 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -28773394.000000 Penalty: 6140.641113
	Iteration 9F: 3 clusters Score -2.877339e+07 nChanged 16483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211676 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -28787524.000000 Penalty: 6140.641113
	Iteration 10F: 3 clusters Score -2.878752e+07 nChanged 11506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223108 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -28796964.000000 Penalty: 6140.641113
	Iteration 11Q: 3 clusters Score -2.879696e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229970 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -28802356.000000 Penalty: 6140.641113
	Iteration 12Q: 3 clusters Score -2.880236e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233858 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -28805412.000000 Penalty: 6140.641113
	Iteration 13Q: 3 clusters Score -2.880541e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235955 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -28807030.000000 Penalty: 6140.641113
	Iteration 14Q: 3 clusters Score -2.880703e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236894 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -28807716.000000 Penalty: 6140.641113
	Iteration 15Q: 3 clusters Score -2.880772e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237316 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -28807996.000000 Penalty: 6140.641113
	Iteration 16Q: 3 clusters Score -2.8808e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237503 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -28808174.000000 Penalty: 6140.641113
	Iteration 17Q: 3 clusters Score -2.880817e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237603 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -28808228.000000 Penalty: 6140.641113
	Iteration 18Q: 3 clusters Score -2.880823e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237636 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -28808226.000000 Penalty: 6140.641113
	Iteration 19Q: 3 clusters Score -2.880823e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237659 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -28808304.000000 Penalty: 6140.641113
	Iteration 20F: 3 clusters Score -2.88083e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237674 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -28808282.000000 Penalty: 6140.641113
	Iteration 21Q: 3 clusters Score -2.880828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237682 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -28808312.000000 Penalty: 6140.641113
	Iteration 22Q: 3 clusters Score -2.880831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237686 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -28808318.000000 Penalty: 6140.641113
	Iteration 23Q: 3 clusters Score -2.880832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237691 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -28808332.000000 Penalty: 6140.641113
	Iteration 24Q: 3 clusters Score -2.880833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237694 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -28808336.000000 Penalty: 6140.641113
	Iteration 25Q: 3 clusters Score -2.880834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237696 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -28808354.000000 Penalty: 6140.641113
	Iteration 26Q: 3 clusters Score -2.880835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237697 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -28808340.000000 Penalty: 6140.641113
	Iteration 27Q: 3 clusters Score -2.880834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237697 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -28808340.000000 Penalty: 6140.641113
	Iteration 28F: 3 clusters Score -2.880834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Entering Unmasked Estep 
Score: -491677.812500 Penalty: 2075.953125
	Iteration 0F: 2 clusters Score -491677.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -487616.468750 Penalty: 4151.906250
	Iteration 0F: 3 clusters Score -487616.5 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -488532.125000 Penalty: 4151.906250
	Iteration 1F: 3 clusters Score -488532.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -488670.125000 Penalty: 4151.906250
	Iteration 2F: 3 clusters Score -488670.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -488751.062500 Penalty: 4151.906250
	Iteration 3Q: 3 clusters Score -488751.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -488821.562500 Penalty: 4151.906250
	Iteration 4Q: 3 clusters Score -488821.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -488883.968750 Penalty: 4151.906250
	Iteration 5Q: 3 clusters Score -488884 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -488941.625000 Penalty: 4151.906250
	Iteration 6Q: 3 clusters Score -488941.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -488983.031250 Penalty: 4151.906250
	Iteration 7Q: 3 clusters Score -488983 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -489011.343750 Penalty: 4151.906250
	Iteration 8Q: 3 clusters Score -489011.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -489031.843750 Penalty: 4151.906250
	Iteration 9Q: 3 clusters Score -489031.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -489045.968750 Penalty: 4151.906250
	Iteration 10Q: 3 clusters Score -489046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -489059.250000 Penalty: 4151.906250
	Iteration 11Q: 3 clusters Score -489059.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -489071.906250 Penalty: 4151.906250
	Iteration 12Q: 3 clusters Score -489071.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -489084.250000 Penalty: 4151.906250
	Iteration 13Q: 3 clusters Score -489084.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -489094.250000 Penalty: 4151.906250
	Iteration 14Q: 3 clusters Score -489094.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -489103.500000 Penalty: 4151.906250
	Iteration 15Q: 3 clusters Score -489103.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -489112.875000 Penalty: 4151.906250
	Iteration 16Q: 3 clusters Score -489112.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -489123.375000 Penalty: 4151.906250
	Iteration 17Q: 3 clusters Score -489123.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -489130.281250 Penalty: 4151.906250
	Iteration 18Q: 3 clusters Score -489130.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -489135.750000 Penalty: 4151.906250
	Iteration 19Q: 3 clusters Score -489135.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -489138.687500 Penalty: 4151.906250
	Iteration 20F: 3 clusters Score -489138.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -489143.750000 Penalty: 4151.906250
	Iteration 21Q: 3 clusters Score -489143.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -489147.562500 Penalty: 4151.906250
	Iteration 22Q: 3 clusters Score -489147.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -489152.718750 Penalty: 4151.906250
	Iteration 23Q: 3 clusters Score -489152.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -489161.156250 Penalty: 4151.906250
	Iteration 24Q: 3 clusters Score -489161.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -489170.937500 Penalty: 4151.906250
	Iteration 25Q: 3 clusters Score -489170.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -489181.062500 Penalty: 4151.906250
	Iteration 26Q: 3 clusters Score -489181.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -489190.093750 Penalty: 4151.906250
	Iteration 27Q: 3 clusters Score -489190.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -489198.281250 Penalty: 4151.906250
	Iteration 28Q: 3 clusters Score -489198.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -489211.593750 Penalty: 4151.906250
	Iteration 29Q: 3 clusters Score -489211.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -489226.562500 Penalty: 4151.906250
	Iteration 30Q: 3 clusters Score -489226.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -489242.437500 Penalty: 4151.906250
	Iteration 31Q: 3 clusters Score -489242.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -489259.375000 Penalty: 4151.906250
	Iteration 32Q: 3 clusters Score -489259.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -489272.906250 Penalty: 4151.906250
	Iteration 33Q: 3 clusters Score -489272.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -489283.718750 Penalty: 4151.906250
	Iteration 34Q: 3 clusters Score -489283.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -489300.687500 Penalty: 4151.906250
	Iteration 35Q: 3 clusters Score -489300.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -489317.687500 Penalty: 4151.906250
	Iteration 36Q: 3 clusters Score -489317.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -489336.968750 Penalty: 4151.906250
	Iteration 37Q: 3 clusters Score -489337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -489359.031250 Penalty: 4151.906250
	Iteration 38Q: 3 clusters Score -489359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -489371.062500 Penalty: 4151.906250
	Iteration 39Q: 3 clusters Score -489371.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -489382.812500 Penalty: 4151.906250
	Iteration 40F: 3 clusters Score -489382.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -489392.500000 Penalty: 4151.906250
	Iteration 41Q: 3 clusters Score -489392.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -489399.593750 Penalty: 4151.906250
	Iteration 42Q: 3 clusters Score -489399.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -489408.843750 Penalty: 4151.906250
	Iteration 43Q: 3 clusters Score -489408.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -489416.687500 Penalty: 4151.906250
	Iteration 44Q: 3 clusters Score -489416.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -489427.625000 Penalty: 4151.906250
	Iteration 45Q: 3 clusters Score -489427.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -489439.093750 Penalty: 4151.906250
	Iteration 46Q: 3 clusters Score -489439.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -489450.312500 Penalty: 4151.906250
	Iteration 47Q: 3 clusters Score -489450.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -489459.343750 Penalty: 4151.906250
	Iteration 48Q: 3 clusters Score -489459.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -489469.218750 Penalty: 4151.906250
	Iteration 49Q: 3 clusters Score -489469.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -489486.343750 Penalty: 4151.906250
	Iteration 50Q: 3 clusters Score -489486.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -489502.375000 Penalty: 4151.906250
	Iteration 51Q: 3 clusters Score -489502.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -489517.125000 Penalty: 4151.906250
	Iteration 52Q: 3 clusters Score -489517.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -489528.718750 Penalty: 4151.906250
	Iteration 53Q: 3 clusters Score -489528.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -489533.906250 Penalty: 4151.906250
	Iteration 54Q: 3 clusters Score -489533.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -489538.843750 Penalty: 4151.906250
	Iteration 55Q: 3 clusters Score -489538.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -489541.656250 Penalty: 4151.906250
	Iteration 56Q: 3 clusters Score -489541.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -489544.468750 Penalty: 4151.906250
	Iteration 57Q: 3 clusters Score -489544.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -489549.562500 Penalty: 4151.906250
	Iteration 58Q: 3 clusters Score -489549.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -489552.968750 Penalty: 4151.906250
	Iteration 59Q: 3 clusters Score -489553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -489556.156250 Penalty: 4151.906250
	Iteration 60F: 3 clusters Score -489556.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -489558.218750 Penalty: 4151.906250
	Iteration 61Q: 3 clusters Score -489558.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -489563.187500 Penalty: 4151.906250
	Iteration 62Q: 3 clusters Score -489563.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -489571.375000 Penalty: 4151.906250
	Iteration 63Q: 3 clusters Score -489571.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -489574.406250 Penalty: 4151.906250
	Iteration 64Q: 3 clusters Score -489574.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -489579.218750 Penalty: 4151.906250
	Iteration 65Q: 3 clusters Score -489579.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -489583.406250 Penalty: 4151.906250
	Iteration 66Q: 3 clusters Score -489583.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -489585.468750 Penalty: 4151.906250
	Iteration 67Q: 3 clusters Score -489585.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -489593.906250 Penalty: 4151.906250
	Iteration 68Q: 3 clusters Score -489593.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -489603.906250 Penalty: 4151.906250
	Iteration 69Q: 3 clusters Score -489603.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -489615.343750 Penalty: 4151.906250
	Iteration 70Q: 3 clusters Score -489615.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -489627.218750 Penalty: 4151.906250
	Iteration 71Q: 3 clusters Score -489627.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -489635.937500 Penalty: 4151.906250
	Iteration 72Q: 3 clusters Score -489635.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -489648.343750 Penalty: 4151.906250
	Iteration 73Q: 3 clusters Score -489648.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -489659.656250 Penalty: 4151.906250
	Iteration 74Q: 3 clusters Score -489659.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -489668.937500 Penalty: 4151.906250
	Iteration 75Q: 3 clusters Score -489668.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -489677.718750 Penalty: 4151.906250
	Iteration 76Q: 3 clusters Score -489677.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -489685.406250 Penalty: 4151.906250
	Iteration 77Q: 3 clusters Score -489685.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -489696.375000 Penalty: 4151.906250
	Iteration 78Q: 3 clusters Score -489696.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -489706.875000 Penalty: 4151.906250
	Iteration 79Q: 3 clusters Score -489706.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -489716.843750 Penalty: 4151.906250
	Iteration 80F: 3 clusters Score -489716.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -489723.843750 Penalty: 4151.906250
	Iteration 81Q: 3 clusters Score -489723.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -489729.187500 Penalty: 4151.906250
	Iteration 82Q: 3 clusters Score -489729.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -489736.093750 Penalty: 4151.906250
	Iteration 83Q: 3 clusters Score -489736.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -489740.437500 Penalty: 4151.906250
	Iteration 84Q: 3 clusters Score -489740.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -489745.843750 Penalty: 4151.906250
	Iteration 85Q: 3 clusters Score -489745.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -489752.468750 Penalty: 4151.906250
	Iteration 86Q: 3 clusters Score -489752.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -489763.531250 Penalty: 4151.906250
	Iteration 87Q: 3 clusters Score -489763.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -489771.656250 Penalty: 4151.906250
	Iteration 88Q: 3 clusters Score -489771.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -489778.781250 Penalty: 4151.906250
	Iteration 89Q: 3 clusters Score -489778.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -489783.906250 Penalty: 4151.906250
	Iteration 90Q: 3 clusters Score -489783.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -489792.000000 Penalty: 4151.906250
	Iteration 91Q: 3 clusters Score -489792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -489794.062500 Penalty: 4151.906250
	Iteration 92Q: 3 clusters Score -489794.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -489795.937500 Penalty: 4151.906250
	Iteration 93Q: 3 clusters Score -489795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -489799.187500 Penalty: 4151.906250
	Iteration 94Q: 3 clusters Score -489799.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -489800.718750 Penalty: 4151.906250
	Iteration 95Q: 3 clusters Score -489800.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -489803.875000 Penalty: 4151.906250
	Iteration 96Q: 3 clusters Score -489803.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -489804.125000 Penalty: 4151.906250
	Iteration 97Q: 3 clusters Score -489804.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -489804.125000 Penalty: 4151.906250
	Iteration 98F: 3 clusters Score -489804.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Entering Unmasked Estep 
Score: -203648.140625 Penalty: 1880.013550
	Iteration 0F: 2 clusters Score -203648.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -201108.203125 Penalty: 3760.027100
	Iteration 0F: 3 clusters Score -201108.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -201733.000000 Penalty: 3760.027100
	Iteration 1F: 3 clusters Score -201733 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -202118.859375 Penalty: 3760.027100
	Iteration 2F: 3 clusters Score -202118.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -202720.968750 Penalty: 3760.027100
	Iteration 3F: 3 clusters Score -202721 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -203401.359375 Penalty: 3760.027100
	Iteration 4F: 3 clusters Score -203401.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -203703.781250 Penalty: 3760.027100
	Iteration 5F: 3 clusters Score -203703.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -203785.281250 Penalty: 3760.027100
	Iteration 6Q: 3 clusters Score -203785.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -203844.281250 Penalty: 3760.027100
	Iteration 7Q: 3 clusters Score -203844.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -203888.937500 Penalty: 3760.027100
	Iteration 8Q: 3 clusters Score -203888.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -203921.515625 Penalty: 3760.027100
	Iteration 9Q: 3 clusters Score -203921.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -203936.468750 Penalty: 3760.027100
	Iteration 10Q: 3 clusters Score -203936.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -203942.578125 Penalty: 3760.027100
	Iteration 11Q: 3 clusters Score -203942.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -203946.421875 Penalty: 3760.027100
	Iteration 12Q: 3 clusters Score -203946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -203950.593750 Penalty: 3760.027100
	Iteration 13Q: 3 clusters Score -203950.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -203956.015625 Penalty: 3760.027100
	Iteration 14Q: 3 clusters Score -203956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -203958.484375 Penalty: 3760.027100
	Iteration 15Q: 3 clusters Score -203958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -203960.375000 Penalty: 3760.027100
	Iteration 16Q: 3 clusters Score -203960.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -203960.375000 Penalty: 3760.027100
	Iteration 17F: 3 clusters Score -203960.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194981 members 
Mstep: Class 5 contains 238071 members 
Mstep: Class 6 contains 4319 members 
Mstep: Class 7 contains 686 members 
Mstep: Class 8 contains 48681 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 13438 members 
Mstep: Class 11 contains 1274 members 
Mstep: Class 13 contains 174771 members 
Mstep: Class 14 contains 185102 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
Score: -104287976.000000 Penalty: 57676.941406
Splitting cluster 7 changes total score from -104289048.000000 to -104287976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (48681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Entering Unmasked Estep 
Score: -5738007.500000 Penalty: 2676.675049
	Iteration 0F: 2 clusters Score -5738008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -5705250.500000 Penalty: 5353.350098
	Iteration 0F: 3 clusters Score -5705250 nChanged 22345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -5717517.000000 Penalty: 5353.350098
	Iteration 1F: 3 clusters Score -5717517 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -5717954.000000 Penalty: 5353.350098
	Iteration 2Q: 3 clusters Score -5717954 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -5718370.500000 Penalty: 5353.350098
	Iteration 3Q: 3 clusters Score -5718370 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -5718739.500000 Penalty: 5353.350098
	Iteration 4Q: 3 clusters Score -5718740 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -5719068.500000 Penalty: 5353.350098
	Iteration 5Q: 3 clusters Score -5719068 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -5719416.500000 Penalty: 5353.350098
	Iteration 6Q: 3 clusters Score -5719416 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -5719887.500000 Penalty: 5353.350098
	Iteration 7Q: 3 clusters Score -5719888 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -5720486.000000 Penalty: 5353.350098
	Iteration 8Q: 3 clusters Score -5720486 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -5721373.000000 Penalty: 5353.350098
	Iteration 9Q: 3 clusters Score -5721373 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -5722659.000000 Penalty: 5353.350098
	Iteration 10F: 3 clusters Score -5722659 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -5724272.000000 Penalty: 5353.350098
	Iteration 11F: 3 clusters Score -5724272 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -5726195.000000 Penalty: 5353.350098
	Iteration 12F: 3 clusters Score -5726195 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -5728339.000000 Penalty: 5353.350098
	Iteration 13F: 3 clusters Score -5728339 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -5730433.500000 Penalty: 5353.350098
	Iteration 14Q: 3 clusters Score -5730434 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -5732407.500000 Penalty: 5353.350098
	Iteration 15Q: 3 clusters Score -5732408 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -5733895.000000 Penalty: 5353.350098
	Iteration 16Q: 3 clusters Score -5733895 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -5734736.000000 Penalty: 5353.350098
	Iteration 17Q: 3 clusters Score -5734736 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -5735131.000000 Penalty: 5353.350098
	Iteration 18Q: 3 clusters Score -5735131 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -5735361.000000 Penalty: 5353.350098
	Iteration 19Q: 3 clusters Score -5735361 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -5735478.000000 Penalty: 5353.350098
	Iteration 20F: 3 clusters Score -5735478 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -5735584.000000 Penalty: 5353.350098
	Iteration 21Q: 3 clusters Score -5735584 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -5735642.000000 Penalty: 5353.350098
	Iteration 22Q: 3 clusters Score -5735642 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -5735675.000000 Penalty: 5353.350098
	Iteration 23Q: 3 clusters Score -5735675 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -5735711.500000 Penalty: 5353.350098
	Iteration 24Q: 3 clusters Score -5735712 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -5735757.000000 Penalty: 5353.350098
	Iteration 25Q: 3 clusters Score -5735757 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -5735777.000000 Penalty: 5353.350098
	Iteration 26Q: 3 clusters Score -5735777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -5735795.500000 Penalty: 5353.350098
	Iteration 27Q: 3 clusters Score -5735796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -5735817.000000 Penalty: 5353.350098
	Iteration 28Q: 3 clusters Score -5735817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -5735822.500000 Penalty: 5353.350098
	Iteration 29Q: 3 clusters Score -5735822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -5735830.000000 Penalty: 5353.350098
	Iteration 30Q: 3 clusters Score -5735830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -5735834.000000 Penalty: 5353.350098
	Iteration 31Q: 3 clusters Score -5735834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -5735843.500000 Penalty: 5353.350098
	Iteration 32Q: 3 clusters Score -5735844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -5735853.500000 Penalty: 5353.350098
	Iteration 33Q: 3 clusters Score -5735854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -5735853.500000 Penalty: 5353.350098
	Iteration 34Q: 3 clusters Score -5735854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -5735857.000000 Penalty: 5353.350098
	Iteration 35Q: 3 clusters Score -5735857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -5735867.000000 Penalty: 5353.350098
	Iteration 36Q: 3 clusters Score -5735867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -5735867.000000 Penalty: 5353.350098
	Iteration 37Q: 3 clusters Score -5735867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -5735884.000000 Penalty: 5353.350098
	Iteration 38Q: 3 clusters Score -5735884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -5735884.500000 Penalty: 5353.350098
	Iteration 39Q: 3 clusters Score -5735884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -5735883.000000 Penalty: 5353.350098
	Iteration 40F: 3 clusters Score -5735883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -5735885.000000 Penalty: 5353.350098
	Iteration 41Q: 3 clusters Score -5735885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -5735885.000000 Penalty: 5353.350098
	Iteration 42Q: 3 clusters Score -5735885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -5735882.500000 Penalty: 5353.350098
	Iteration 43Q: 3 clusters Score -5735882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -5735887.500000 Penalty: 5353.350098
	Iteration 44Q: 3 clusters Score -5735888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -5735884.000000 Penalty: 5353.350098
	Iteration 45Q: 3 clusters Score -5735884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -5735890.500000 Penalty: 5353.350098
	Iteration 46Q: 3 clusters Score -5735890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -5735897.500000 Penalty: 5353.350098
	Iteration 47Q: 3 clusters Score -5735898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -5735897.500000 Penalty: 5353.350098
	Iteration 48Q: 3 clusters Score -5735898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -5735902.500000 Penalty: 5353.350098
	Iteration 49Q: 3 clusters Score -5735902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -5735901.000000 Penalty: 5353.350098
	Iteration 50Q: 3 clusters Score -5735901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -5735905.000000 Penalty: 5353.350098
	Iteration 51Q: 3 clusters Score -5735905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -5735905.500000 Penalty: 5353.350098
	Iteration 52Q: 3 clusters Score -5735906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -5735912.000000 Penalty: 5353.350098
	Iteration 53Q: 3 clusters Score -5735912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -5735917.000000 Penalty: 5353.350098
	Iteration 54Q: 3 clusters Score -5735917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -5735917.000000 Penalty: 5353.350098
	Iteration 55Q: 3 clusters Score -5735917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -5735919.500000 Penalty: 5353.350098
	Iteration 56Q: 3 clusters Score -5735920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -5735925.500000 Penalty: 5353.350098
	Iteration 57Q: 3 clusters Score -5735926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -5735927.500000 Penalty: 5353.350098
	Iteration 58Q: 3 clusters Score -5735928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -5735942.000000 Penalty: 5353.350098
	Iteration 59Q: 3 clusters Score -5735942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -5735938.500000 Penalty: 5353.350098
	Iteration 60F: 3 clusters Score -5735938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -5735939.000000 Penalty: 5353.350098
	Iteration 61Q: 3 clusters Score -5735939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -5735941.000000 Penalty: 5353.350098
	Iteration 62Q: 3 clusters Score -5735941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -5735941.000000 Penalty: 5353.350098
	Iteration 63Q: 3 clusters Score -5735941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -5735941.000000 Penalty: 5353.350098
	Iteration 64F: 3 clusters Score -5735941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -55793.316406 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -55793.32 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 276 members 
Entering Unmasked Estep 
Score: -54250.640625 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -54250.64 nChanged 106
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: -54605.355469 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -54605.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54697.160156 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -54697.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54768.546875 Penalty: 3133.313721
	Iteration 3Q: 3 clusters Score -54768.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -54848.074219 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -54848.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -54904.003906 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -54904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -54940.054688 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -54940.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -54958.378906 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -54958.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -54979.742188 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -54979.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -54992.816406 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -54992.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -55008.367188 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -55008.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -55010.195312 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -55010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -55014.292969 Penalty: 3133.313721
	Iteration 12Q: 3 clusters Score -55014.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -55023.085938 Penalty: 3133.313721
	Iteration 13Q: 3 clusters Score -55023.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -55023.085938 Penalty: 3133.313721
	Iteration 14F: 3 clusters Score -55023.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Entering Unmasked Estep 
Score: -1664250.500000 Penalty: 2357.448975
	Iteration 0F: 2 clusters Score -1664250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1654352.375000 Penalty: 4714.897949
	Iteration 0F: 3 clusters Score -1654352 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1657375.250000 Penalty: 4714.897949
	Iteration 1F: 3 clusters Score -1657375 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1657672.375000 Penalty: 4714.897949
	Iteration 2F: 3 clusters Score -1657672 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1657882.625000 Penalty: 4714.897949
	Iteration 3Q: 3 clusters Score -1657883 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1658046.625000 Penalty: 4714.897949
	Iteration 4Q: 3 clusters Score -1658047 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1658174.500000 Penalty: 4714.897949
	Iteration 5Q: 3 clusters Score -1658174 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1658268.125000 Penalty: 4714.897949
	Iteration 6Q: 3 clusters Score -1658268 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1658373.875000 Penalty: 4714.897949
	Iteration 7Q: 3 clusters Score -1658374 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1658487.000000 Penalty: 4714.897949
	Iteration 8Q: 3 clusters Score -1658487 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1658651.375000 Penalty: 4714.897949
	Iteration 9Q: 3 clusters Score -1658651 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1658854.375000 Penalty: 4714.897949
	Iteration 10Q: 3 clusters Score -1658854 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1659122.500000 Penalty: 4714.897949
	Iteration 11Q: 3 clusters Score -1659122 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1659469.125000 Penalty: 4714.897949
	Iteration 12Q: 3 clusters Score -1659469 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1659888.250000 Penalty: 4714.897949
	Iteration 13Q: 3 clusters Score -1659888 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1660345.750000 Penalty: 4714.897949
	Iteration 14Q: 3 clusters Score -1660346 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1660874.125000 Penalty: 4714.897949
	Iteration 15Q: 3 clusters Score -1660874 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1661348.625000 Penalty: 4714.897949
	Iteration 16Q: 3 clusters Score -1661349 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1661663.000000 Penalty: 4714.897949
	Iteration 17Q: 3 clusters Score -1661663 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1661882.000000 Penalty: 4714.897949
	Iteration 18Q: 3 clusters Score -1661882 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1662013.750000 Penalty: 4714.897949
	Iteration 19Q: 3 clusters Score -1662014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1662089.500000 Penalty: 4714.897949
	Iteration 20F: 3 clusters Score -1662090 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1662138.750000 Penalty: 4714.897949
	Iteration 21Q: 3 clusters Score -1662139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1662160.875000 Penalty: 4714.897949
	Iteration 22Q: 3 clusters Score -1662161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1662172.250000 Penalty: 4714.897949
	Iteration 23Q: 3 clusters Score -1662172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1662182.500000 Penalty: 4714.897949
	Iteration 24Q: 3 clusters Score -1662182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1662189.500000 Penalty: 4714.897949
	Iteration 25Q: 3 clusters Score -1662190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1662193.875000 Penalty: 4714.897949
	Iteration 26Q: 3 clusters Score -1662194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1662196.625000 Penalty: 4714.897949
	Iteration 27Q: 3 clusters Score -1662197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1662198.625000 Penalty: 4714.897949
	Iteration 28Q: 3 clusters Score -1662199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1662202.250000 Penalty: 4714.897949
	Iteration 29Q: 3 clusters Score -1662202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1662205.375000 Penalty: 4714.897949
	Iteration 30Q: 3 clusters Score -1662205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1662207.625000 Penalty: 4714.897949
	Iteration 31Q: 3 clusters Score -1662208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1662211.000000 Penalty: 4714.897949
	Iteration 32Q: 3 clusters Score -1662211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1662210.250000 Penalty: 4714.897949
	Iteration 33Q: 3 clusters Score -1662210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1662211.250000 Penalty: 4714.897949
	Iteration 34Q: 3 clusters Score -1662211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1662210.875000 Penalty: 4714.897949
	Iteration 35Q: 3 clusters Score -1662211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1662214.000000 Penalty: 4714.897949
	Iteration 36Q: 3 clusters Score -1662214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1662219.250000 Penalty: 4714.897949
	Iteration 37Q: 3 clusters Score -1662219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1662219.250000 Penalty: 4714.897949
	Iteration 38Q: 3 clusters Score -1662219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1662219.250000 Penalty: 4714.897949
	Iteration 39F: 3 clusters Score -1662219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (174771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174771 members 
Entering Unmasked Estep 
Score: -21310064.000000 Penalty: 2993.665527
	Iteration 0F: 2 clusters Score -2.131006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87853 members 
Mstep: Class 2 contains 86918 members 
Entering Unmasked Estep 
Score: -21195388.000000 Penalty: 5987.331055
	Iteration 0F: 3 clusters Score -2.119539e+07 nChanged 83898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -21244310.000000 Penalty: 5987.331055
	Iteration 1F: 3 clusters Score -2.124431e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100110 members 
Mstep: Class 2 contains 74661 members 
Entering Unmasked Estep 
Score: -21246012.000000 Penalty: 5987.331055
	Iteration 2Q: 3 clusters Score -2.124601e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107536 members 
Mstep: Class 2 contains 67235 members 
Entering Unmasked Estep 
Score: -21249830.000000 Penalty: 5987.331055
	Iteration 3Q: 3 clusters Score -2.124983e+07 nChanged 11713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118543 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -21257314.000000 Penalty: 5987.331055
	Iteration 4F: 3 clusters Score -2.125731e+07 nChanged 15281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133104 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -21270298.000000 Penalty: 5987.331055
	Iteration 5F: 3 clusters Score -2.12703e+07 nChanged 16510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149008 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -21286744.000000 Penalty: 5987.331055
	Iteration 6F: 3 clusters Score -2.128674e+07 nChanged 12586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161212 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -21299150.000000 Penalty: 5987.331055
	Iteration 7F: 3 clusters Score -2.129915e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167064 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -21305096.000000 Penalty: 5987.331055
	Iteration 8Q: 3 clusters Score -2.13051e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169104 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -21307288.000000 Penalty: 5987.331055
	Iteration 9Q: 3 clusters Score -2.130729e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169790 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -21308320.000000 Penalty: 5987.331055
	Iteration 10Q: 3 clusters Score -2.130832e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170093 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -21308708.000000 Penalty: 5987.331055
	Iteration 11Q: 3 clusters Score -2.130871e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170301 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -21308844.000000 Penalty: 5987.331055
	Iteration 12Q: 3 clusters Score -2.130884e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170469 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -21308860.000000 Penalty: 5987.331055
	Iteration 13Q: 3 clusters Score -2.130886e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170597 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -21308826.000000 Penalty: 5987.331055
	Iteration 14Q: 3 clusters Score -2.130883e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170700 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -21308868.000000 Penalty: 5987.331055
	Iteration 15Q: 3 clusters Score -2.130887e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170781 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -21308864.000000 Penalty: 5987.331055
	Iteration 16Q: 3 clusters Score -2.130886e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170864 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -21308894.000000 Penalty: 5987.331055
	Iteration 17Q: 3 clusters Score -2.130889e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170938 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -21308888.000000 Penalty: 5987.331055
	Iteration 18Q: 3 clusters Score -2.130889e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171001 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -21308958.000000 Penalty: 5987.331055
	Iteration 19Q: 3 clusters Score -2.130896e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171064 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -21308946.000000 Penalty: 5987.331055
	Iteration 20F: 3 clusters Score -2.130895e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171114 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -21308924.000000 Penalty: 5987.331055
	Iteration 21Q: 3 clusters Score -2.130892e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171156 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -21308906.000000 Penalty: 5987.331055
	Iteration 22Q: 3 clusters Score -2.130891e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171199 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -21308910.000000 Penalty: 5987.331055
	Iteration 23Q: 3 clusters Score -2.130891e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171234 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -21308916.000000 Penalty: 5987.331055
	Iteration 24Q: 3 clusters Score -2.130892e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171260 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -21308918.000000 Penalty: 5987.331055
	Iteration 25Q: 3 clusters Score -2.130892e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171289 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -21308912.000000 Penalty: 5987.331055
	Iteration 26Q: 3 clusters Score -2.130891e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171310 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -21308902.000000 Penalty: 5987.331055
	Iteration 27Q: 3 clusters Score -2.13089e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171331 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -21308890.000000 Penalty: 5987.331055
	Iteration 28Q: 3 clusters Score -2.130889e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171357 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -21308910.000000 Penalty: 5987.331055
	Iteration 29Q: 3 clusters Score -2.130891e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171379 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -21308898.000000 Penalty: 5987.331055
	Iteration 30Q: 3 clusters Score -2.13089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171390 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -21308910.000000 Penalty: 5987.331055
	Iteration 31Q: 3 clusters Score -2.130891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171394 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -21308884.000000 Penalty: 5987.331055
	Iteration 32Q: 3 clusters Score -2.130888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -21308902.000000 Penalty: 5987.331055
	Iteration 33Q: 3 clusters Score -2.13089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171406 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -21308900.000000 Penalty: 5987.331055
	Iteration 34Q: 3 clusters Score -2.13089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171409 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -21308902.000000 Penalty: 5987.331055
	Iteration 35Q: 3 clusters Score -2.13089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171413 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -21308904.000000 Penalty: 5987.331055
	Iteration 36Q: 3 clusters Score -2.13089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171419 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -21308898.000000 Penalty: 5987.331055
	Iteration 37Q: 3 clusters Score -2.13089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171421 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -21308894.000000 Penalty: 5987.331055
	Iteration 38Q: 3 clusters Score -2.130889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171423 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -21308890.000000 Penalty: 5987.331055
	Iteration 39Q: 3 clusters Score -2.130889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171426 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -21308900.000000 Penalty: 5987.331055
	Iteration 40F: 3 clusters Score -2.13089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171428 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -21308892.000000 Penalty: 5987.331055
	Iteration 41Q: 3 clusters Score -2.130889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171428 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -21308892.000000 Penalty: 5987.331055
	Iteration 42F: 3 clusters Score -2.130889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (185102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185102 members 
Entering Unmasked Estep 
Score: -22531072.000000 Penalty: 3007.908203
	Iteration 0F: 2 clusters Score -2.253107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 92122 members 
Entering Unmasked Estep 
Score: -22409920.000000 Penalty: 6015.816406
	Iteration 0F: 3 clusters Score -2.240992e+07 nChanged 88550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99564 members 
Mstep: Class 2 contains 85538 members 
Entering Unmasked Estep 
Score: -22464376.000000 Penalty: 6015.816406
	Iteration 1F: 3 clusters Score -2.246438e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103281 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
Score: -22467828.000000 Penalty: 6015.816406
	Iteration 2Q: 3 clusters Score -2.246783e+07 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108184 members 
Mstep: Class 2 contains 76918 members 
Entering Unmasked Estep 
Score: -22473438.000000 Penalty: 6015.816406
	Iteration 3Q: 3 clusters Score -2.247344e+07 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114205 members 
Mstep: Class 2 contains 70897 members 
Entering Unmasked Estep 
Score: -22480458.000000 Penalty: 6015.816406
	Iteration 4F: 3 clusters Score -2.248046e+07 nChanged 11557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120854 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -22489020.000000 Penalty: 6015.816406
	Iteration 5F: 3 clusters Score -2.248902e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127138 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -22497564.000000 Penalty: 6015.816406
	Iteration 6F: 3 clusters Score -2.249756e+07 nChanged 10763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132537 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -22505158.000000 Penalty: 6015.816406
	Iteration 7F: 3 clusters Score -2.250516e+07 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136586 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -22510736.000000 Penalty: 6015.816406
	Iteration 8F: 3 clusters Score -2.251074e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139940 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -22514146.000000 Penalty: 6015.816406
	Iteration 9Q: 3 clusters Score -2.251415e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143094 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -22516086.000000 Penalty: 6015.816406
	Iteration 10Q: 3 clusters Score -2.251609e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146227 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -22517218.000000 Penalty: 6015.816406
	Iteration 11Q: 3 clusters Score -2.251722e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149227 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -22518308.000000 Penalty: 6015.816406
	Iteration 12Q: 3 clusters Score -2.251831e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152219 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -22519374.000000 Penalty: 6015.816406
	Iteration 13Q: 3 clusters Score -2.251937e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155096 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -22520370.000000 Penalty: 6015.816406
	Iteration 14Q: 3 clusters Score -2.252037e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157886 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -22521280.000000 Penalty: 6015.816406
	Iteration 15Q: 3 clusters Score -2.252128e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160566 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -22522018.000000 Penalty: 6015.816406
	Iteration 16Q: 3 clusters Score -2.252202e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163035 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -22522836.000000 Penalty: 6015.816406
	Iteration 17Q: 3 clusters Score -2.252284e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165323 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -22523572.000000 Penalty: 6015.816406
	Iteration 18Q: 3 clusters Score -2.252357e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167447 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -22524190.000000 Penalty: 6015.816406
	Iteration 19Q: 3 clusters Score -2.252419e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169360 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -22524710.000000 Penalty: 6015.816406
	Iteration 20F: 3 clusters Score -2.252471e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171010 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -22525278.000000 Penalty: 6015.816406
	Iteration 21Q: 3 clusters Score -2.252528e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172503 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -22525744.000000 Penalty: 6015.816406
	Iteration 22Q: 3 clusters Score -2.252574e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173811 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -22526142.000000 Penalty: 6015.816406
	Iteration 23Q: 3 clusters Score -2.252614e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174943 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -22526546.000000 Penalty: 6015.816406
	Iteration 24Q: 3 clusters Score -2.252655e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175990 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -22526964.000000 Penalty: 6015.816406
	Iteration 25Q: 3 clusters Score -2.252696e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176930 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -22527258.000000 Penalty: 6015.816406
	Iteration 26Q: 3 clusters Score -2.252726e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177769 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -22527590.000000 Penalty: 6015.816406
	Iteration 27Q: 3 clusters Score -2.252759e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178515 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -22527910.000000 Penalty: 6015.816406
	Iteration 28Q: 3 clusters Score -2.252791e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179185 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -22528104.000000 Penalty: 6015.816406
	Iteration 29Q: 3 clusters Score -2.25281e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179735 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -22528282.000000 Penalty: 6015.816406
	Iteration 30Q: 3 clusters Score -2.252828e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180190 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -22528484.000000 Penalty: 6015.816406
	Iteration 31Q: 3 clusters Score -2.252848e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180574 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -22528578.000000 Penalty: 6015.816406
	Iteration 32Q: 3 clusters Score -2.252858e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180913 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -22528634.000000 Penalty: 6015.816406
	Iteration 33Q: 3 clusters Score -2.252863e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181218 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -22528674.000000 Penalty: 6015.816406
	Iteration 34Q: 3 clusters Score -2.252867e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181453 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -22528770.000000 Penalty: 6015.816406
	Iteration 35Q: 3 clusters Score -2.252877e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181664 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -22528806.000000 Penalty: 6015.816406
	Iteration 36Q: 3 clusters Score -2.252881e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181835 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -22528870.000000 Penalty: 6015.816406
	Iteration 37Q: 3 clusters Score -2.252887e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181966 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -22528878.000000 Penalty: 6015.816406
	Iteration 38Q: 3 clusters Score -2.252888e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182096 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -22528946.000000 Penalty: 6015.816406
	Iteration 39Q: 3 clusters Score -2.252895e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182216 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -22528976.000000 Penalty: 6015.816406
	Iteration 40F: 3 clusters Score -2.252898e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182332 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -22529052.000000 Penalty: 6015.816406
	Iteration 41Q: 3 clusters Score -2.252905e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182435 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -22529040.000000 Penalty: 6015.816406
	Iteration 42Q: 3 clusters Score -2.252904e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182523 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -22529106.000000 Penalty: 6015.816406
	Iteration 43Q: 3 clusters Score -2.252911e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182607 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -22529170.000000 Penalty: 6015.816406
	Iteration 44Q: 3 clusters Score -2.252917e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182699 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -22529238.000000 Penalty: 6015.816406
	Iteration 45Q: 3 clusters Score -2.252924e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182775 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -22529288.000000 Penalty: 6015.816406
	Iteration 46Q: 3 clusters Score -2.252929e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182848 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -22529314.000000 Penalty: 6015.816406
	Iteration 47Q: 3 clusters Score -2.252931e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182905 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -22529374.000000 Penalty: 6015.816406
	Iteration 48Q: 3 clusters Score -2.252937e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182953 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -22529422.000000 Penalty: 6015.816406
	Iteration 49Q: 3 clusters Score -2.252942e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182995 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -22529458.000000 Penalty: 6015.816406
	Iteration 50Q: 3 clusters Score -2.252946e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183020 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -22529484.000000 Penalty: 6015.816406
	Iteration 51Q: 3 clusters Score -2.252948e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183036 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -22529490.000000 Penalty: 6015.816406
	Iteration 52Q: 3 clusters Score -2.252949e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183039 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -22529504.000000 Penalty: 6015.816406
	Iteration 53Q: 3 clusters Score -2.25295e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183044 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -22529486.000000 Penalty: 6015.816406
	Iteration 54Q: 3 clusters Score -2.252949e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183048 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -22529484.000000 Penalty: 6015.816406
	Iteration 55Q: 3 clusters Score -2.252948e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183052 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -22529504.000000 Penalty: 6015.816406
	Iteration 56Q: 3 clusters Score -2.25295e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183055 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -22529544.000000 Penalty: 6015.816406
	Iteration 57Q: 3 clusters Score -2.252954e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183061 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -22529544.000000 Penalty: 6015.816406
	Iteration 58Q: 3 clusters Score -2.252954e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183053 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -22529578.000000 Penalty: 6015.816406
	Iteration 59Q: 3 clusters Score -2.252958e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183041 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -22529550.000000 Penalty: 6015.816406
	Iteration 60F: 3 clusters Score -2.252955e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183032 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -22529576.000000 Penalty: 6015.816406
	Iteration 61Q: 3 clusters Score -2.252958e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183023 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -22529600.000000 Penalty: 6015.816406
	Iteration 62Q: 3 clusters Score -2.25296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183018 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -22529594.000000 Penalty: 6015.816406
	Iteration 63Q: 3 clusters Score -2.252959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183021 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -22529606.000000 Penalty: 6015.816406
	Iteration 64Q: 3 clusters Score -2.252961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183019 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -22529646.000000 Penalty: 6015.816406
	Iteration 65Q: 3 clusters Score -2.252965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183014 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -22529622.000000 Penalty: 6015.816406
	Iteration 66Q: 3 clusters Score -2.252962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183009 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -22529622.000000 Penalty: 6015.816406
	Iteration 67Q: 3 clusters Score -2.252962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183010 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -22529636.000000 Penalty: 6015.816406
	Iteration 68Q: 3 clusters Score -2.252964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183012 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -22529640.000000 Penalty: 6015.816406
	Iteration 69Q: 3 clusters Score -2.252964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183011 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -22529596.000000 Penalty: 6015.816406
	Iteration 70Q: 3 clusters Score -2.25296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183014 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -22529618.000000 Penalty: 6015.816406
	Iteration 71Q: 3 clusters Score -2.252962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183015 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -22529618.000000 Penalty: 6015.816406
	Iteration 72Q: 3 clusters Score -2.252962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183016 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -22529628.000000 Penalty: 6015.816406
	Iteration 73Q: 3 clusters Score -2.252963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183016 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -22529628.000000 Penalty: 6015.816406
	Iteration 74Q: 3 clusters Score -2.252963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183013 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -22529640.000000 Penalty: 6015.816406
	Iteration 75Q: 3 clusters Score -2.252964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183018 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -22529650.000000 Penalty: 6015.816406
	Iteration 76Q: 3 clusters Score -2.252965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183021 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -22529636.000000 Penalty: 6015.816406
	Iteration 77Q: 3 clusters Score -2.252964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183023 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -22529650.000000 Penalty: 6015.816406
	Iteration 78Q: 3 clusters Score -2.252965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183025 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -22529632.000000 Penalty: 6015.816406
	Iteration 79Q: 3 clusters Score -2.252963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183026 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -22529634.000000 Penalty: 6015.816406
	Iteration 80F: 3 clusters Score -2.252963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -62009.507812 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -62009.51 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 330 members 
Entering Unmasked Estep 
Score: -60489.898438 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -60489.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -60852.992188 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -60852.99 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60981.292969 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -60981.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -61054.687500 Penalty: 3189.940186
	Iteration 3Q: 3 clusters Score -61054.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -61113.683594 Penalty: 3189.940186
	Iteration 4Q: 3 clusters Score -61113.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -61142.812500 Penalty: 3189.940186
	Iteration 5Q: 3 clusters Score -61142.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -61169.687500 Penalty: 3189.940186
	Iteration 6Q: 3 clusters Score -61169.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -61195.363281 Penalty: 3189.940186
	Iteration 7Q: 3 clusters Score -61195.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -61218.398438 Penalty: 3189.940186
	Iteration 8Q: 3 clusters Score -61218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -61222.882812 Penalty: 3189.940186
	Iteration 9Q: 3 clusters Score -61222.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -61226.539062 Penalty: 3189.940186
	Iteration 10Q: 3 clusters Score -61226.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -61226.539062 Penalty: 3189.940186
	Iteration 11F: 3 clusters Score -61226.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Entering Unmasked Estep 
Score: -426701.500000 Penalty: 2041.381226
	Iteration 0F: 2 clusters Score -426701.5 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 1909 members 
Entering Unmasked Estep 
Score: -422933.250000 Penalty: 4082.762451
	Iteration 0F: 3 clusters Score -422933.2 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -423760.750000 Penalty: 4082.762451
	Iteration 1F: 3 clusters Score -423760.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -423952.031250 Penalty: 4082.762451
	Iteration 2F: 3 clusters Score -423952 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -424067.625000 Penalty: 4082.762451
	Iteration 3Q: 3 clusters Score -424067.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -424155.406250 Penalty: 4082.762451
	Iteration 4Q: 3 clusters Score -424155.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -424228.656250 Penalty: 4082.762451
	Iteration 5Q: 3 clusters Score -424228.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -424306.093750 Penalty: 4082.762451
	Iteration 6Q: 3 clusters Score -424306.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -424354.125000 Penalty: 4082.762451
	Iteration 7Q: 3 clusters Score -424354.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -424387.875000 Penalty: 4082.762451
	Iteration 8Q: 3 clusters Score -424387.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -424423.968750 Penalty: 4082.762451
	Iteration 9Q: 3 clusters Score -424424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -424451.000000 Penalty: 4082.762451
	Iteration 10Q: 3 clusters Score -424451 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -424471.250000 Penalty: 4082.762451
	Iteration 11Q: 3 clusters Score -424471.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -424492.062500 Penalty: 4082.762451
	Iteration 12Q: 3 clusters Score -424492.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -424508.593750 Penalty: 4082.762451
	Iteration 13Q: 3 clusters Score -424508.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -424522.968750 Penalty: 4082.762451
	Iteration 14Q: 3 clusters Score -424523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -424532.562500 Penalty: 4082.762451
	Iteration 15Q: 3 clusters Score -424532.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -424537.968750 Penalty: 4082.762451
	Iteration 16Q: 3 clusters Score -424538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -424550.031250 Penalty: 4082.762451
	Iteration 17Q: 3 clusters Score -424550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -424566.187500 Penalty: 4082.762451
	Iteration 18Q: 3 clusters Score -424566.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -424579.281250 Penalty: 4082.762451
	Iteration 19Q: 3 clusters Score -424579.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -424591.812500 Penalty: 4082.762451
	Iteration 20F: 3 clusters Score -424591.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -424605.187500 Penalty: 4082.762451
	Iteration 21Q: 3 clusters Score -424605.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -424616.062500 Penalty: 4082.762451
	Iteration 22Q: 3 clusters Score -424616.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -424625.281250 Penalty: 4082.762451
	Iteration 23Q: 3 clusters Score -424625.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -424634.781250 Penalty: 4082.762451
	Iteration 24Q: 3 clusters Score -424634.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -424644.406250 Penalty: 4082.762451
	Iteration 25Q: 3 clusters Score -424644.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -424652.875000 Penalty: 4082.762451
	Iteration 26Q: 3 clusters Score -424652.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -424663.531250 Penalty: 4082.762451
	Iteration 27Q: 3 clusters Score -424663.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -424668.843750 Penalty: 4082.762451
	Iteration 28Q: 3 clusters Score -424668.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -424675.281250 Penalty: 4082.762451
	Iteration 29Q: 3 clusters Score -424675.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -424679.093750 Penalty: 4082.762451
	Iteration 30Q: 3 clusters Score -424679.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -424682.812500 Penalty: 4082.762451
	Iteration 31Q: 3 clusters Score -424682.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -424686.500000 Penalty: 4082.762451
	Iteration 32Q: 3 clusters Score -424686.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -424690.906250 Penalty: 4082.762451
	Iteration 33Q: 3 clusters Score -424690.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -424693.593750 Penalty: 4082.762451
	Iteration 34Q: 3 clusters Score -424693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -424695.375000 Penalty: 4082.762451
	Iteration 35Q: 3 clusters Score -424695.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -424699.000000 Penalty: 4082.762451
	Iteration 36Q: 3 clusters Score -424699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -424704.593750 Penalty: 4082.762451
	Iteration 37Q: 3 clusters Score -424704.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -424708.968750 Penalty: 4082.762451
	Iteration 38Q: 3 clusters Score -424709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -424710.281250 Penalty: 4082.762451
	Iteration 39Q: 3 clusters Score -424710.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -424710.625000 Penalty: 4082.762451
	Iteration 40F: 3 clusters Score -424710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -424711.812500 Penalty: 4082.762451
	Iteration 41Q: 3 clusters Score -424711.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -424711.625000 Penalty: 4082.762451
	Iteration 42Q: 3 clusters Score -424711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -424712.718750 Penalty: 4082.762451
	Iteration 43Q: 3 clusters Score -424712.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -424712.718750 Penalty: 4082.762451
	Iteration 44F: 3 clusters Score -424712.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -302853.062500 Penalty: 1952.557861
	Iteration 0F: 2 clusters Score -302853.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -299807.968750 Penalty: 3905.115723
	Iteration 0F: 3 clusters Score -299808 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -300405.093750 Penalty: 3905.115723
	Iteration 1F: 3 clusters Score -300405.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -300544.750000 Penalty: 3905.115723
	Iteration 2F: 3 clusters Score -300544.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -300613.093750 Penalty: 3905.115723
	Iteration 3Q: 3 clusters Score -300613.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -300664.531250 Penalty: 3905.115723
	Iteration 4Q: 3 clusters Score -300664.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -300695.500000 Penalty: 3905.115723
	Iteration 5Q: 3 clusters Score -300695.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -300718.187500 Penalty: 3905.115723
	Iteration 6Q: 3 clusters Score -300718.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -300742.687500 Penalty: 3905.115723
	Iteration 7Q: 3 clusters Score -300742.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -300759.312500 Penalty: 3905.115723
	Iteration 8Q: 3 clusters Score -300759.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -300773.812500 Penalty: 3905.115723
	Iteration 9Q: 3 clusters Score -300773.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -300782.531250 Penalty: 3905.115723
	Iteration 10Q: 3 clusters Score -300782.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -300796.406250 Penalty: 3905.115723
	Iteration 11Q: 3 clusters Score -300796.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -300807.562500 Penalty: 3905.115723
	Iteration 12Q: 3 clusters Score -300807.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -300822.906250 Penalty: 3905.115723
	Iteration 13Q: 3 clusters Score -300822.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -300844.687500 Penalty: 3905.115723
	Iteration 14Q: 3 clusters Score -300844.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -300873.781250 Penalty: 3905.115723
	Iteration 15Q: 3 clusters Score -300873.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -300912.593750 Penalty: 3905.115723
	Iteration 16Q: 3 clusters Score -300912.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -300939.812500 Penalty: 3905.115723
	Iteration 17Q: 3 clusters Score -300939.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -300960.843750 Penalty: 3905.115723
	Iteration 18Q: 3 clusters Score -300960.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -300979.125000 Penalty: 3905.115723
	Iteration 19Q: 3 clusters Score -300979.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -300991.656250 Penalty: 3905.115723
	Iteration 20F: 3 clusters Score -300991.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -300997.000000 Penalty: 3905.115723
	Iteration 21Q: 3 clusters Score -300997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -301003.156250 Penalty: 3905.115723
	Iteration 22Q: 3 clusters Score -301003.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -301010.218750 Penalty: 3905.115723
	Iteration 23Q: 3 clusters Score -301010.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -301017.250000 Penalty: 3905.115723
	Iteration 24Q: 3 clusters Score -301017.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -301022.625000 Penalty: 3905.115723
	Iteration 25Q: 3 clusters Score -301022.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -301027.281250 Penalty: 3905.115723
	Iteration 26Q: 3 clusters Score -301027.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -301033.343750 Penalty: 3905.115723
	Iteration 27Q: 3 clusters Score -301033.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -301040.625000 Penalty: 3905.115723
	Iteration 28Q: 3 clusters Score -301040.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -301048.687500 Penalty: 3905.115723
	Iteration 29Q: 3 clusters Score -301048.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -301059.343750 Penalty: 3905.115723
	Iteration 30Q: 3 clusters Score -301059.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -301069.437500 Penalty: 3905.115723
	Iteration 31Q: 3 clusters Score -301069.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -301074.875000 Penalty: 3905.115723
	Iteration 32Q: 3 clusters Score -301074.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -301080.500000 Penalty: 3905.115723
	Iteration 33Q: 3 clusters Score -301080.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -301085.375000 Penalty: 3905.115723
	Iteration 34Q: 3 clusters Score -301085.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -301088.000000 Penalty: 3905.115723
	Iteration 35Q: 3 clusters Score -301088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -301091.312500 Penalty: 3905.115723
	Iteration 36Q: 3 clusters Score -301091.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -301092.593750 Penalty: 3905.115723
	Iteration 37Q: 3 clusters Score -301092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -301095.531250 Penalty: 3905.115723
	Iteration 38Q: 3 clusters Score -301095.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -301096.812500 Penalty: 3905.115723
	Iteration 39Q: 3 clusters Score -301096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -301098.375000 Penalty: 3905.115723
	Iteration 40F: 3 clusters Score -301098.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -301099.375000 Penalty: 3905.115723
	Iteration 41Q: 3 clusters Score -301099.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -301100.625000 Penalty: 3905.115723
	Iteration 42Q: 3 clusters Score -301100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -301102.312500 Penalty: 3905.115723
	Iteration 43Q: 3 clusters Score -301102.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -301103.343750 Penalty: 3905.115723
	Iteration 44Q: 3 clusters Score -301103.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -301105.843750 Penalty: 3905.115723
	Iteration 45Q: 3 clusters Score -301105.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -301108.093750 Penalty: 3905.115723
	Iteration 46Q: 3 clusters Score -301108.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -301111.687500 Penalty: 3905.115723
	Iteration 47Q: 3 clusters Score -301111.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -301115.468750 Penalty: 3905.115723
	Iteration 48Q: 3 clusters Score -301115.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -301117.843750 Penalty: 3905.115723
	Iteration 49Q: 3 clusters Score -301117.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -301118.437500 Penalty: 3905.115723
	Iteration 50Q: 3 clusters Score -301118.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -301118.718750 Penalty: 3905.115723
	Iteration 51Q: 3 clusters Score -301118.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -301119.625000 Penalty: 3905.115723
	Iteration 52Q: 3 clusters Score -301119.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -301121.500000 Penalty: 3905.115723
	Iteration 53Q: 3 clusters Score -301121.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -301123.718750 Penalty: 3905.115723
	Iteration 54Q: 3 clusters Score -301123.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -301126.218750 Penalty: 3905.115723
	Iteration 55Q: 3 clusters Score -301126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -301128.375000 Penalty: 3905.115723
	Iteration 56Q: 3 clusters Score -301128.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -301128.593750 Penalty: 3905.115723
	Iteration 57Q: 3 clusters Score -301128.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -301129.718750 Penalty: 3905.115723
	Iteration 58Q: 3 clusters Score -301129.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -301131.187500 Penalty: 3905.115723
	Iteration 59Q: 3 clusters Score -301131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -301131.375000 Penalty: 3905.115723
	Iteration 60F: 3 clusters Score -301131.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -301133.250000 Penalty: 3905.115723
	Iteration 61Q: 3 clusters Score -301133.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -301133.750000 Penalty: 3905.115723
	Iteration 62Q: 3 clusters Score -301133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -301133.843750 Penalty: 3905.115723
	Iteration 63Q: 3 clusters Score -301133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -301135.656250 Penalty: 3905.115723
	Iteration 64Q: 3 clusters Score -301135.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -301135.656250 Penalty: 3905.115723
	Iteration 65F: 3 clusters Score -301135.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Entering Unmasked Estep 
Score: -138608.109375 Penalty: 1766.670898
	Iteration 0F: 2 clusters Score -138608.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -136447.531250 Penalty: 3533.341797
	Iteration 0F: 3 clusters Score -136447.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -136767.828125 Penalty: 3533.341797
	Iteration 1F: 3 clusters Score -136767.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -136860.515625 Penalty: 3533.341797
	Iteration 2F: 3 clusters Score -136860.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -136897.265625 Penalty: 3533.341797
	Iteration 3Q: 3 clusters Score -136897.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -136927.031250 Penalty: 3533.341797
	Iteration 4Q: 3 clusters Score -136927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -136943.281250 Penalty: 3533.341797
	Iteration 5Q: 3 clusters Score -136943.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -136949.968750 Penalty: 3533.341797
	Iteration 6Q: 3 clusters Score -136950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -136955.734375 Penalty: 3533.341797
	Iteration 7Q: 3 clusters Score -136955.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -136966.375000 Penalty: 3533.341797
	Iteration 8Q: 3 clusters Score -136966.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136969.250000 Penalty: 3533.341797
	Iteration 9Q: 3 clusters Score -136969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136973.140625 Penalty: 3533.341797
	Iteration 10Q: 3 clusters Score -136973.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136976.687500 Penalty: 3533.341797
	Iteration 11Q: 3 clusters Score -136976.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -136980.000000 Penalty: 3533.341797
	Iteration 12Q: 3 clusters Score -136980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -136982.218750 Penalty: 3533.341797
	Iteration 13Q: 3 clusters Score -136982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -136987.312500 Penalty: 3533.341797
	Iteration 14Q: 3 clusters Score -136987.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -136989.812500 Penalty: 3533.341797
	Iteration 15Q: 3 clusters Score -136989.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -136991.593750 Penalty: 3533.341797
	Iteration 16Q: 3 clusters Score -136991.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -136992.453125 Penalty: 3533.341797
	Iteration 17Q: 3 clusters Score -136992.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -136994.218750 Penalty: 3533.341797
	Iteration 18Q: 3 clusters Score -136994.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -136994.218750 Penalty: 3533.341797
	Iteration 19F: 3 clusters Score -136994.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194981 members 
Mstep: Class 5 contains 238071 members 
Mstep: Class 6 contains 4319 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48681 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 13438 members 
Mstep: Class 13 contains 174771 members 
Mstep: Class 14 contains 185102 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289216.000000 Penalty: 54284.179688
Iteration 119Q: 17 clusters Score -1.042892e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194989 members 
Mstep: Class 5 contains 238050 members 
Mstep: Class 6 contains 4319 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48696 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 13444 members 
Mstep: Class 13 contains 174766 members 
Mstep: Class 14 contains 185099 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289232.000000 Penalty: 54284.179688
Iteration 120F: 17 clusters Score -1.042892e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194978 members 
Mstep: Class 5 contains 238057 members 
Mstep: Class 6 contains 4319 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48711 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 13452 members 
Mstep: Class 13 contains 174762 members 
Mstep: Class 14 contains 185083 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289152.000000 Penalty: 54284.179688
Iteration 121Q: 17 clusters Score -1.042892e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194968 members 
Mstep: Class 5 contains 238086 members 
Mstep: Class 6 contains 4322 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48717 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 13460 members 
Mstep: Class 13 contains 174753 members 
Mstep: Class 14 contains 185056 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289136.000000 Penalty: 54284.179688
Iteration 122Q: 17 clusters Score -1.042891e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194969 members 
Mstep: Class 5 contains 238093 members 
Mstep: Class 6 contains 4321 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48725 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 13473 members 
Mstep: Class 13 contains 174738 members 
Mstep: Class 14 contains 185043 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289304.000000 Penalty: 54284.179688
Iteration 123Q: 17 clusters Score -1.042893e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194958 members 
Mstep: Class 5 contains 238071 members 
Mstep: Class 6 contains 4321 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48742 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 13482 members 
Mstep: Class 13 contains 174748 members 
Mstep: Class 14 contains 185041 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289424.000000 Penalty: 54284.179688
Iteration 124Q: 17 clusters Score -1.042894e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194955 members 
Mstep: Class 5 contains 238034 members 
Mstep: Class 6 contains 4321 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 13498 members 
Mstep: Class 13 contains 174767 members 
Mstep: Class 14 contains 185039 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289368.000000 Penalty: 54284.179688
Iteration 125Q: 17 clusters Score -1.042894e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194969 members 
Mstep: Class 5 contains 237987 members 
Mstep: Class 6 contains 4321 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48767 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 13504 members 
Mstep: Class 13 contains 174789 members 
Mstep: Class 14 contains 185026 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289256.000000 Penalty: 54284.179688
Iteration 126Q: 17 clusters Score -1.042893e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194966 members 
Mstep: Class 5 contains 237954 members 
Mstep: Class 6 contains 4321 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48776 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 13520 members 
Mstep: Class 13 contains 174803 members 
Mstep: Class 14 contains 185023 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289280.000000 Penalty: 54284.179688
Iteration 127Q: 17 clusters Score -1.042893e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194944 members 
Mstep: Class 5 contains 237952 members 
Mstep: Class 6 contains 4321 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48783 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 13541 members 
Mstep: Class 13 contains 174802 members 
Mstep: Class 14 contains 185020 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289352.000000 Penalty: 54284.179688
Iteration 128Q: 17 clusters Score -1.042894e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194919 members 
Mstep: Class 5 contains 237954 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48803 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 13557 members 
Mstep: Class 13 contains 174807 members 
Mstep: Class 14 contains 185005 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289336.000000 Penalty: 54284.179688
Iteration 129Q: 17 clusters Score -1.042893e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194894 members 
Mstep: Class 5 contains 237951 members 
Mstep: Class 6 contains 4319 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48818 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 13570 members 
Mstep: Class 13 contains 174827 members 
Mstep: Class 14 contains 184982 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289376.000000 Penalty: 54284.179688
Iteration 130Q: 17 clusters Score -1.042894e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194871 members 
Mstep: Class 5 contains 237928 members 
Mstep: Class 6 contains 4319 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48835 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 13583 members 
Mstep: Class 13 contains 174857 members 
Mstep: Class 14 contains 184967 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289360.000000 Penalty: 54284.179688
Iteration 131Q: 17 clusters Score -1.042894e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194844 members 
Mstep: Class 5 contains 237906 members 
Mstep: Class 6 contains 4320 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48849 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 13596 members 
Mstep: Class 13 contains 174891 members 
Mstep: Class 14 contains 184954 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289440.000000 Penalty: 54284.179688
Iteration 132Q: 17 clusters Score -1.042894e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194833 members 
Mstep: Class 5 contains 237864 members 
Mstep: Class 6 contains 4320 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48870 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 13608 members 
Mstep: Class 13 contains 174926 members 
Mstep: Class 14 contains 184938 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 3760 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289464.000000 Penalty: 54284.179688
Iteration 133Q: 17 clusters Score -1.042895e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194821 members 
Mstep: Class 5 contains 237821 members 
Mstep: Class 6 contains 4320 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48891 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 13622 members 
Mstep: Class 13 contains 174966 members 
Mstep: Class 14 contains 184919 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 3760 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289352.000000 Penalty: 54284.179688
Iteration 134Q: 17 clusters Score -1.042894e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194814 members 
Mstep: Class 5 contains 237778 members 
Mstep: Class 6 contains 4319 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48901 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 13637 members 
Mstep: Class 13 contains 174997 members 
Mstep: Class 14 contains 184914 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 3760 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289360.000000 Penalty: 54284.179688
Iteration 135Q: 17 clusters Score -1.042894e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194781 members 
Mstep: Class 5 contains 237777 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48910 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 13654 members 
Mstep: Class 13 contains 175019 members 
Mstep: Class 14 contains 184901 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 3760 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289200.000000 Penalty: 54284.179688
Iteration 136Q: 17 clusters Score -1.042892e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194777 members 
Mstep: Class 5 contains 237747 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48920 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 13678 members 
Mstep: Class 13 contains 175032 members 
Mstep: Class 14 contains 184888 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 3760 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289208.000000 Penalty: 54284.179688
Iteration 137Q: 17 clusters Score -1.042892e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194768 members 
Mstep: Class 5 contains 237703 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48931 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 13710 members 
Mstep: Class 13 contains 175040 members 
Mstep: Class 14 contains 184890 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 3760 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289240.000000 Penalty: 54284.179688
Iteration 138Q: 17 clusters Score -1.042892e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194748 members 
Mstep: Class 5 contains 237675 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48930 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 13731 members 
Mstep: Class 13 contains 175060 members 
Mstep: Class 14 contains 184897 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 3761 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289168.000000 Penalty: 54284.179688
Iteration 139Q: 17 clusters Score -1.042892e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194723 members 
Mstep: Class 5 contains 237636 members 
Mstep: Class 6 contains 4319 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48933 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 13745 members 
Mstep: Class 13 contains 175092 members 
Mstep: Class 14 contains 184911 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 3761 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289208.000000 Penalty: 54284.179688
Iteration 140F: 17 clusters Score -1.042892e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194716 members 
Mstep: Class 5 contains 237600 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48928 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 13 contains 175129 members 
Mstep: Class 14 contains 184912 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 3761 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289224.000000 Penalty: 54284.179688
Iteration 141Q: 17 clusters Score -1.042892e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194720 members 
Mstep: Class 5 contains 237527 members 
Mstep: Class 6 contains 4319 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48933 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 13772 members 
Mstep: Class 13 contains 175178 members 
Mstep: Class 14 contains 184912 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 3762 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 19 contains 1239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289344.000000 Penalty: 54284.179688
Iteration 142Q: 17 clusters Score -1.042893e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2268 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194720 members 
Mstep: Class 5 contains 237470 members 
Mstep: Class 6 contains 4322 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 48935 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 13784 members 
Mstep: Class 13 contains 175214 members 
Mstep: Class 14 contains 184917 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 3762 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 1236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3391.417480 but Gain 3392.761719
Score: -104289328.000000 Penalty: 50891.417969
Iteration 143Q: 16 clusters Score -1.042893e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 194724 members 
Mstep: Class 5 contains 237509 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 2079 members 
Mstep: Class 8 contains 48971 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 13802 members 
Mstep: Class 13 contains 175371 members 
Mstep: Class 14 contains 184924 members 
Mstep: Class 15 contains 635 members 
Mstep: Class 16 contains 4119 members 
Mstep: Class 17 contains 2627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291384.000000 Penalty: 50891.417969
Iteration 144Q: 16 clusters Score -1.042914e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2591 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 194708 members 
Mstep: Class 5 contains 237421 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 2070 members 
Mstep: Class 8 contains 48963 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 13812 members 
Mstep: Class 13 contains 175384 members 
Mstep: Class 14 contains 184931 members 
Mstep: Class 15 contains 632 members 
Mstep: Class 16 contains 4163 members 
Mstep: Class 17 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291432.000000 Penalty: 50891.417969
Iteration 145Q: 16 clusters Score -1.042914e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 194701 members 
Mstep: Class 5 contains 237378 members 
Mstep: Class 6 contains 4533 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 48963 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 13837 members 
Mstep: Class 13 contains 175394 members 
Mstep: Class 14 contains 184931 members 
Mstep: Class 15 contains 632 members 
Mstep: Class 16 contains 4167 members 
Mstep: Class 17 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291464.000000 Penalty: 50891.417969
Iteration 146Q: 16 clusters Score -1.042915e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 194708 members 
Mstep: Class 5 contains 237339 members 
Mstep: Class 6 contains 4533 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 48962 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 13850 members 
Mstep: Class 13 contains 175415 members 
Mstep: Class 14 contains 184924 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 4167 members 
Mstep: Class 17 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291456.000000 Penalty: 50891.417969
Iteration 147Q: 16 clusters Score -1.042915e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 194699 members 
Mstep: Class 5 contains 237336 members 
Mstep: Class 6 contains 4530 members 
Mstep: Class 7 contains 2070 members 
Mstep: Class 8 contains 48962 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 13862 members 
Mstep: Class 13 contains 175433 members 
Mstep: Class 14 contains 184902 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 4167 members 
Mstep: Class 17 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291464.000000 Penalty: 50891.417969
Iteration 148Q: 16 clusters Score -1.042915e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2607 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 194692 members 
Mstep: Class 5 contains 237340 members 
Mstep: Class 6 contains 4528 members 
Mstep: Class 7 contains 2077 members 
Mstep: Class 8 contains 48962 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 13873 members 
Mstep: Class 13 contains 175438 members 
Mstep: Class 14 contains 184888 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 4158 members 
Mstep: Class 17 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291536.000000 Penalty: 50891.417969
Iteration 149Q: 16 clusters Score -1.042915e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2609 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 194678 members 
Mstep: Class 5 contains 237319 members 
Mstep: Class 6 contains 4528 members 
Mstep: Class 7 contains 2079 members 
Mstep: Class 8 contains 48958 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 13893 members 
Mstep: Class 13 contains 175471 members 
Mstep: Class 14 contains 184874 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 4154 members 
Mstep: Class 17 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291576.000000 Penalty: 50891.417969
Iteration 150Q: 16 clusters Score -1.042916e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2609 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 194666 members 
Mstep: Class 5 contains 237280 members 
Mstep: Class 6 contains 4528 members 
Mstep: Class 7 contains 2084 members 
Mstep: Class 8 contains 48954 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 13916 members 
Mstep: Class 13 contains 175510 members 
Mstep: Class 14 contains 184866 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 4150 members 
Mstep: Class 17 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291608.000000 Penalty: 50891.417969
Iteration 151Q: 16 clusters Score -1.042916e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2609 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 194677 members 
Mstep: Class 5 contains 237236 members 
Mstep: Class 6 contains 4528 members 
Mstep: Class 7 contains 2089 members 
Mstep: Class 8 contains 48955 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 13 contains 175527 members 
Mstep: Class 14 contains 184861 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 4148 members 
Mstep: Class 17 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291608.000000 Penalty: 50891.417969
Iteration 152Q: 16 clusters Score -1.042916e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2610 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 194669 members 
Mstep: Class 5 contains 237206 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 2094 members 
Mstep: Class 8 contains 48953 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 13951 members 
Mstep: Class 13 contains 175549 members 
Mstep: Class 14 contains 184860 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 4144 members 
Mstep: Class 17 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291512.000000 Penalty: 50891.417969
Iteration 153Q: 16 clusters Score -1.042915e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2611 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 194667 members 
Mstep: Class 5 contains 237192 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 2098 members 
Mstep: Class 8 contains 48952 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 13960 members 
Mstep: Class 13 contains 175551 members 
Mstep: Class 14 contains 184866 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 4140 members 
Mstep: Class 17 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291640.000000 Penalty: 50891.417969
Iteration 154Q: 16 clusters Score -1.042916e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2612 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 194655 members 
Mstep: Class 5 contains 237188 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 2103 members 
Mstep: Class 8 contains 48958 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 13971 members 
Mstep: Class 13 contains 175560 members 
Mstep: Class 14 contains 184855 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 4135 members 
Mstep: Class 17 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291576.000000 Penalty: 50891.417969
Iteration 155Q: 16 clusters Score -1.042916e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2611 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 194648 members 
Mstep: Class 5 contains 237196 members 
Mstep: Class 6 contains 4525 members 
Mstep: Class 7 contains 2106 members 
Mstep: Class 8 contains 48961 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 13985 members 
Mstep: Class 13 contains 175567 members 
Mstep: Class 14 contains 184829 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 4134 members 
Mstep: Class 17 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291584.000000 Penalty: 50891.417969
Iteration 156Q: 16 clusters Score -1.042916e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2609 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 194621 members 
Mstep: Class 5 contains 237210 members 
Mstep: Class 6 contains 4523 members 
Mstep: Class 7 contains 2111 members 
Mstep: Class 8 contains 48959 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 14002 members 
Mstep: Class 13 contains 175569 members 
Mstep: Class 14 contains 184824 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 4134 members 
Mstep: Class 17 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291512.000000 Penalty: 50891.417969
Iteration 157Q: 16 clusters Score -1.042915e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2609 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 194603 members 
Mstep: Class 5 contains 237225 members 
Mstep: Class 6 contains 4523 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 48960 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 14014 members 
Mstep: Class 13 contains 175570 members 
Mstep: Class 14 contains 184813 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291576.000000 Penalty: 50891.417969
Iteration 158Q: 16 clusters Score -1.042916e+08 nChanged 207
Entering ConstructFrom: 
Score: -104291576.000000 Penalty: 50891.417969
Entering ConstructFrom: 
Trying to split cluster 1 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -88741.656250 Penalty: 1679.439941
	Iteration 0F: 2 clusters Score -88741.66 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 460 members 
Entering Unmasked Estep 
Score: -86893.101562 Penalty: 3358.879883
	Iteration 0F: 3 clusters Score -86893.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -87179.421875 Penalty: 3358.879883
	Iteration 1F: 3 clusters Score -87179.42 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -87236.914062 Penalty: 3358.879883
	Iteration 2F: 3 clusters Score -87236.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -87258.914062 Penalty: 3358.879883
	Iteration 3Q: 3 clusters Score -87258.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -87275.023438 Penalty: 3358.879883
	Iteration 4Q: 3 clusters Score -87275.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -87282.593750 Penalty: 3358.879883
	Iteration 5Q: 3 clusters Score -87282.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -87294.562500 Penalty: 3358.879883
	Iteration 6Q: 3 clusters Score -87294.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -87308.109375 Penalty: 3358.879883
	Iteration 7Q: 3 clusters Score -87308.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -87319.468750 Penalty: 3358.879883
	Iteration 8Q: 3 clusters Score -87319.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -87323.460938 Penalty: 3358.879883
	Iteration 9Q: 3 clusters Score -87323.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87327.210938 Penalty: 3358.879883
	Iteration 10Q: 3 clusters Score -87327.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -87329.890625 Penalty: 3358.879883
	Iteration 11Q: 3 clusters Score -87329.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87335.546875 Penalty: 3358.879883
	Iteration 12Q: 3 clusters Score -87335.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87341.054688 Penalty: 3358.879883
	Iteration 13Q: 3 clusters Score -87341.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87341.054688 Penalty: 3358.879883
	Iteration 14F: 3 clusters Score -87341.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Entering Unmasked Estep 
Score: -284035.500000 Penalty: 1951.042114
	Iteration 0F: 2 clusters Score -284035.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -281013.437500 Penalty: 3902.084229
	Iteration 0F: 3 clusters Score -281013.4 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -281655.156250 Penalty: 3902.084229
	Iteration 1F: 3 clusters Score -281655.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -281830.000000 Penalty: 3902.084229
	Iteration 2F: 3 clusters Score -281830 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -281943.656250 Penalty: 3902.084229
	Iteration 3F: 3 clusters Score -281943.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -282015.718750 Penalty: 3902.084229
	Iteration 4Q: 3 clusters Score -282015.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -282063.687500 Penalty: 3902.084229
	Iteration 5Q: 3 clusters Score -282063.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -282090.156250 Penalty: 3902.084229
	Iteration 6Q: 3 clusters Score -282090.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -282108.000000 Penalty: 3902.084229
	Iteration 7Q: 3 clusters Score -282108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -282121.218750 Penalty: 3902.084229
	Iteration 8Q: 3 clusters Score -282121.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -282133.156250 Penalty: 3902.084229
	Iteration 9Q: 3 clusters Score -282133.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -282145.625000 Penalty: 3902.084229
	Iteration 10Q: 3 clusters Score -282145.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -282158.968750 Penalty: 3902.084229
	Iteration 11Q: 3 clusters Score -282159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -282174.750000 Penalty: 3902.084229
	Iteration 12Q: 3 clusters Score -282174.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -282199.468750 Penalty: 3902.084229
	Iteration 13Q: 3 clusters Score -282199.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -282231.562500 Penalty: 3902.084229
	Iteration 14Q: 3 clusters Score -282231.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -282266.906250 Penalty: 3902.084229
	Iteration 15Q: 3 clusters Score -282266.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -282304.093750 Penalty: 3902.084229
	Iteration 16Q: 3 clusters Score -282304.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -282344.000000 Penalty: 3902.084229
	Iteration 17Q: 3 clusters Score -282344 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -282396.937500 Penalty: 3902.084229
	Iteration 18Q: 3 clusters Score -282396.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -282426.156250 Penalty: 3902.084229
	Iteration 19Q: 3 clusters Score -282426.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -282461.500000 Penalty: 3902.084229
	Iteration 20F: 3 clusters Score -282461.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -282505.218750 Penalty: 3902.084229
	Iteration 21Q: 3 clusters Score -282505.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -282536.750000 Penalty: 3902.084229
	Iteration 22Q: 3 clusters Score -282536.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -282574.343750 Penalty: 3902.084229
	Iteration 23Q: 3 clusters Score -282574.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -282611.531250 Penalty: 3902.084229
	Iteration 24Q: 3 clusters Score -282611.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -282641.156250 Penalty: 3902.084229
	Iteration 25Q: 3 clusters Score -282641.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -282696.187500 Penalty: 3902.084229
	Iteration 26Q: 3 clusters Score -282696.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -282746.968750 Penalty: 3902.084229
	Iteration 27Q: 3 clusters Score -282747 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -282776.156250 Penalty: 3902.084229
	Iteration 28Q: 3 clusters Score -282776.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -282795.125000 Penalty: 3902.084229
	Iteration 29Q: 3 clusters Score -282795.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -282808.406250 Penalty: 3902.084229
	Iteration 30Q: 3 clusters Score -282808.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -282822.343750 Penalty: 3902.084229
	Iteration 31Q: 3 clusters Score -282822.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -282829.656250 Penalty: 3902.084229
	Iteration 32Q: 3 clusters Score -282829.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -282837.375000 Penalty: 3902.084229
	Iteration 33Q: 3 clusters Score -282837.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -282843.250000 Penalty: 3902.084229
	Iteration 34Q: 3 clusters Score -282843.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -282845.906250 Penalty: 3902.084229
	Iteration 35Q: 3 clusters Score -282845.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -282849.218750 Penalty: 3902.084229
	Iteration 36Q: 3 clusters Score -282849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -282850.656250 Penalty: 3902.084229
	Iteration 37Q: 3 clusters Score -282850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -282852.093750 Penalty: 3902.084229
	Iteration 38Q: 3 clusters Score -282852.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -282852.781250 Penalty: 3902.084229
	Iteration 39Q: 3 clusters Score -282852.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -282852.781250 Penalty: 3902.084229
	Iteration 40F: 3 clusters Score -282852.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -35358.121094 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -35358.12 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 214 members 
Entering Unmasked Estep 
Score: -34015.789062 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -34015.79 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34290.453125 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -34290.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34426.613281 Penalty: 3013.371582
	Iteration 2F: 3 clusters Score -34426.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34469.683594 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -34469.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34475.050781 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -34475.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34488.511719 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -34488.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -34489.175781 Penalty: 3013.371582
	Iteration 6Q: 3 clusters Score -34489.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -34489.175781 Penalty: 3013.371582
	Iteration 7F: 3 clusters Score -34489.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (194578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194578 members 
Entering Unmasked Estep 
Score: -23651088.000000 Penalty: 3020.290039
	Iteration 0F: 2 clusters Score -2.365109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97109 members 
Mstep: Class 2 contains 97469 members 
Entering Unmasked Estep 
Score: -23523990.000000 Penalty: 6040.580078
	Iteration 0F: 3 clusters Score -2.352399e+07 nChanged 93212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94469 members 
Mstep: Class 2 contains 100109 members 
Entering Unmasked Estep 
Score: -23578928.000000 Penalty: 6040.580078
	Iteration 1F: 3 clusters Score -2.357893e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93156 members 
Mstep: Class 2 contains 101422 members 
Entering Unmasked Estep 
Score: -23581112.000000 Penalty: 6040.580078
	Iteration 2Q: 3 clusters Score -2.358111e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91365 members 
Mstep: Class 2 contains 103213 members 
Entering Unmasked Estep 
Score: -23583944.000000 Penalty: 6040.580078
	Iteration 3Q: 3 clusters Score -2.358394e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89100 members 
Mstep: Class 2 contains 105478 members 
Entering Unmasked Estep 
Score: -23588102.000000 Penalty: 6040.580078
	Iteration 4Q: 3 clusters Score -2.35881e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 107946 members 
Entering Unmasked Estep 
Score: -23594276.000000 Penalty: 6040.580078
	Iteration 5F: 3 clusters Score -2.359428e+07 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84153 members 
Mstep: Class 2 contains 110425 members 
Entering Unmasked Estep 
Score: -23602946.000000 Penalty: 6040.580078
	Iteration 6F: 3 clusters Score -2.360295e+07 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82244 members 
Mstep: Class 2 contains 112334 members 
Entering Unmasked Estep 
Score: -23613186.000000 Penalty: 6040.580078
	Iteration 7F: 3 clusters Score -2.361319e+07 nChanged 13351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81267 members 
Mstep: Class 2 contains 113311 members 
Entering Unmasked Estep 
Score: -23622392.000000 Penalty: 6040.580078
	Iteration 8F: 3 clusters Score -2.362239e+07 nChanged 11024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80767 members 
Mstep: Class 2 contains 113811 members 
Entering Unmasked Estep 
Score: -23628198.000000 Penalty: 6040.580078
	Iteration 9F: 3 clusters Score -2.36282e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80476 members 
Mstep: Class 2 contains 114102 members 
Entering Unmasked Estep 
Score: -23631116.000000 Penalty: 6040.580078
	Iteration 10Q: 3 clusters Score -2.363112e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80214 members 
Mstep: Class 2 contains 114364 members 
Entering Unmasked Estep 
Score: -23632412.000000 Penalty: 6040.580078
	Iteration 11Q: 3 clusters Score -2.363241e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 114577 members 
Entering Unmasked Estep 
Score: -23633570.000000 Penalty: 6040.580078
	Iteration 12Q: 3 clusters Score -2.363357e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79951 members 
Mstep: Class 2 contains 114627 members 
Entering Unmasked Estep 
Score: -23634718.000000 Penalty: 6040.580078
	Iteration 13Q: 3 clusters Score -2.363472e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80080 members 
Mstep: Class 2 contains 114498 members 
Entering Unmasked Estep 
Score: -23635696.000000 Penalty: 6040.580078
	Iteration 14Q: 3 clusters Score -2.36357e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 114113 members 
Entering Unmasked Estep 
Score: -23636608.000000 Penalty: 6040.580078
	Iteration 15Q: 3 clusters Score -2.363661e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 113474 members 
Entering Unmasked Estep 
Score: -23637412.000000 Penalty: 6040.580078
	Iteration 16Q: 3 clusters Score -2.363741e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82034 members 
Mstep: Class 2 contains 112544 members 
Entering Unmasked Estep 
Score: -23637994.000000 Penalty: 6040.580078
	Iteration 17Q: 3 clusters Score -2.363799e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83163 members 
Mstep: Class 2 contains 111415 members 
Entering Unmasked Estep 
Score: -23638502.000000 Penalty: 6040.580078
	Iteration 18Q: 3 clusters Score -2.36385e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84526 members 
Mstep: Class 2 contains 110052 members 
Entering Unmasked Estep 
Score: -23639350.000000 Penalty: 6040.580078
	Iteration 19Q: 3 clusters Score -2.363935e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86182 members 
Mstep: Class 2 contains 108396 members 
Entering Unmasked Estep 
Score: -23639946.000000 Penalty: 6040.580078
	Iteration 20F: 3 clusters Score -2.363995e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88140 members 
Mstep: Class 2 contains 106438 members 
Entering Unmasked Estep 
Score: -23640708.000000 Penalty: 6040.580078
	Iteration 21Q: 3 clusters Score -2.364071e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90339 members 
Mstep: Class 2 contains 104239 members 
Entering Unmasked Estep 
Score: -23641802.000000 Penalty: 6040.580078
	Iteration 22Q: 3 clusters Score -2.36418e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92688 members 
Mstep: Class 2 contains 101890 members 
Entering Unmasked Estep 
Score: -23642698.000000 Penalty: 6040.580078
	Iteration 23Q: 3 clusters Score -2.36427e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95314 members 
Mstep: Class 2 contains 99264 members 
Entering Unmasked Estep 
Score: -23643860.000000 Penalty: 6040.580078
	Iteration 24Q: 3 clusters Score -2.364386e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98072 members 
Mstep: Class 2 contains 96506 members 
Entering Unmasked Estep 
Score: -23644938.000000 Penalty: 6040.580078
	Iteration 25Q: 3 clusters Score -2.364494e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100932 members 
Mstep: Class 2 contains 93646 members 
Entering Unmasked Estep 
Score: -23645986.000000 Penalty: 6040.580078
	Iteration 26Q: 3 clusters Score -2.364599e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 90873 members 
Entering Unmasked Estep 
Score: -23647122.000000 Penalty: 6040.580078
	Iteration 27Q: 3 clusters Score -2.364712e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106441 members 
Mstep: Class 2 contains 88137 members 
Entering Unmasked Estep 
Score: -23648118.000000 Penalty: 6040.580078
	Iteration 28Q: 3 clusters Score -2.364812e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109063 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -23649060.000000 Penalty: 6040.580078
	Iteration 29Q: 3 clusters Score -2.364906e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111576 members 
Mstep: Class 2 contains 83002 members 
Entering Unmasked Estep 
Score: -23649664.000000 Penalty: 6040.580078
	Iteration 30Q: 3 clusters Score -2.364966e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113841 members 
Mstep: Class 2 contains 80737 members 
Entering Unmasked Estep 
Score: -23650236.000000 Penalty: 6040.580078
	Iteration 31Q: 3 clusters Score -2.365024e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115884 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -23650758.000000 Penalty: 6040.580078
	Iteration 32Q: 3 clusters Score -2.365076e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117698 members 
Mstep: Class 2 contains 76880 members 
Entering Unmasked Estep 
Score: -23651022.000000 Penalty: 6040.580078
	Iteration 33Q: 3 clusters Score -2.365102e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119326 members 
Mstep: Class 2 contains 75252 members 
Entering Unmasked Estep 
Score: -23651296.000000 Penalty: 6040.580078
	Iteration 34Q: 3 clusters Score -2.36513e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120770 members 
Mstep: Class 2 contains 73808 members 
Entering Unmasked Estep 
Score: -23651498.000000 Penalty: 6040.580078
	Iteration 35Q: 3 clusters Score -2.36515e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122095 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -23651732.000000 Penalty: 6040.580078
	Iteration 36Q: 3 clusters Score -2.365173e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123229 members 
Mstep: Class 2 contains 71349 members 
Entering Unmasked Estep 
Score: -23651838.000000 Penalty: 6040.580078
	Iteration 37Q: 3 clusters Score -2.365184e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124272 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
Score: -23652158.000000 Penalty: 6040.580078
	Iteration 38Q: 3 clusters Score -2.365216e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125212 members 
Mstep: Class 2 contains 69366 members 
Entering Unmasked Estep 
Score: -23652194.000000 Penalty: 6040.580078
	Iteration 39Q: 3 clusters Score -2.365219e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126079 members 
Mstep: Class 2 contains 68499 members 
Entering Unmasked Estep 
Score: -23652282.000000 Penalty: 6040.580078
	Iteration 40F: 3 clusters Score -2.365228e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126859 members 
Mstep: Class 2 contains 67719 members 
Entering Unmasked Estep 
Score: -23652266.000000 Penalty: 6040.580078
	Iteration 41Q: 3 clusters Score -2.365227e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127575 members 
Mstep: Class 2 contains 67003 members 
Entering Unmasked Estep 
Score: -23652272.000000 Penalty: 6040.580078
	Iteration 42Q: 3 clusters Score -2.365227e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128177 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -23652324.000000 Penalty: 6040.580078
	Iteration 43Q: 3 clusters Score -2.365232e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128736 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -23652416.000000 Penalty: 6040.580078
	Iteration 44Q: 3 clusters Score -2.365242e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129257 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -23652436.000000 Penalty: 6040.580078
	Iteration 45Q: 3 clusters Score -2.365244e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129774 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -23652512.000000 Penalty: 6040.580078
	Iteration 46Q: 3 clusters Score -2.365251e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130225 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -23652504.000000 Penalty: 6040.580078
	Iteration 47Q: 3 clusters Score -2.36525e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130669 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -23652496.000000 Penalty: 6040.580078
	Iteration 48Q: 3 clusters Score -2.36525e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131051 members 
Mstep: Class 2 contains 63527 members 
Entering Unmasked Estep 
Score: -23652526.000000 Penalty: 6040.580078
	Iteration 49Q: 3 clusters Score -2.365253e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131404 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -23652492.000000 Penalty: 6040.580078
	Iteration 50Q: 3 clusters Score -2.365249e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131735 members 
Mstep: Class 2 contains 62843 members 
Entering Unmasked Estep 
Score: -23652500.000000 Penalty: 6040.580078
	Iteration 51Q: 3 clusters Score -2.36525e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132030 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -23652528.000000 Penalty: 6040.580078
	Iteration 52Q: 3 clusters Score -2.365253e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132301 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -23652526.000000 Penalty: 6040.580078
	Iteration 53Q: 3 clusters Score -2.365253e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132546 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -23652556.000000 Penalty: 6040.580078
	Iteration 54Q: 3 clusters Score -2.365256e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132765 members 
Mstep: Class 2 contains 61813 members 
Entering Unmasked Estep 
Score: -23652494.000000 Penalty: 6040.580078
	Iteration 55Q: 3 clusters Score -2.365249e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132953 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -23652558.000000 Penalty: 6040.580078
	Iteration 56Q: 3 clusters Score -2.365256e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133150 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -23652506.000000 Penalty: 6040.580078
	Iteration 57Q: 3 clusters Score -2.365251e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133330 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -23652534.000000 Penalty: 6040.580078
	Iteration 58Q: 3 clusters Score -2.365253e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133511 members 
Mstep: Class 2 contains 61067 members 
Entering Unmasked Estep 
Score: -23652534.000000 Penalty: 6040.580078
	Iteration 59Q: 3 clusters Score -2.365253e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133683 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -23652554.000000 Penalty: 6040.580078
	Iteration 60F: 3 clusters Score -2.365255e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133844 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -23652560.000000 Penalty: 6040.580078
	Iteration 61Q: 3 clusters Score -2.365256e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133981 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -23652576.000000 Penalty: 6040.580078
	Iteration 62Q: 3 clusters Score -2.365258e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134104 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
Score: -23652572.000000 Penalty: 6040.580078
	Iteration 63Q: 3 clusters Score -2.365257e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134208 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
Score: -23652562.000000 Penalty: 6040.580078
	Iteration 64Q: 3 clusters Score -2.365256e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134302 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -23652540.000000 Penalty: 6040.580078
	Iteration 65Q: 3 clusters Score -2.365254e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134387 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -23652548.000000 Penalty: 6040.580078
	Iteration 66Q: 3 clusters Score -2.365255e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134486 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -23652584.000000 Penalty: 6040.580078
	Iteration 67Q: 3 clusters Score -2.365258e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134573 members 
Mstep: Class 2 contains 60005 members 
Entering Unmasked Estep 
Score: -23652580.000000 Penalty: 6040.580078
	Iteration 68Q: 3 clusters Score -2.365258e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134644 members 
Mstep: Class 2 contains 59934 members 
Entering Unmasked Estep 
Score: -23652560.000000 Penalty: 6040.580078
	Iteration 69Q: 3 clusters Score -2.365256e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134705 members 
Mstep: Class 2 contains 59873 members 
Entering Unmasked Estep 
Score: -23652574.000000 Penalty: 6040.580078
	Iteration 70Q: 3 clusters Score -2.365257e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134760 members 
Mstep: Class 2 contains 59818 members 
Entering Unmasked Estep 
Score: -23652540.000000 Penalty: 6040.580078
	Iteration 71Q: 3 clusters Score -2.365254e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134805 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -23652548.000000 Penalty: 6040.580078
	Iteration 72Q: 3 clusters Score -2.365255e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134843 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -23652552.000000 Penalty: 6040.580078
	Iteration 73Q: 3 clusters Score -2.365255e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134885 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -23652554.000000 Penalty: 6040.580078
	Iteration 74Q: 3 clusters Score -2.365255e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134926 members 
Mstep: Class 2 contains 59652 members 
Entering Unmasked Estep 
Score: -23652558.000000 Penalty: 6040.580078
	Iteration 75Q: 3 clusters Score -2.365256e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134957 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -23652548.000000 Penalty: 6040.580078
	Iteration 76Q: 3 clusters Score -2.365255e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134978 members 
Mstep: Class 2 contains 59600 members 
Entering Unmasked Estep 
Score: -23652544.000000 Penalty: 6040.580078
	Iteration 77Q: 3 clusters Score -2.365254e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135003 members 
Mstep: Class 2 contains 59575 members 
Entering Unmasked Estep 
Score: -23652534.000000 Penalty: 6040.580078
	Iteration 78Q: 3 clusters Score -2.365253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135025 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -23652542.000000 Penalty: 6040.580078
	Iteration 79Q: 3 clusters Score -2.365254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135038 members 
Mstep: Class 2 contains 59540 members 
Entering Unmasked Estep 
Score: -23652544.000000 Penalty: 6040.580078
	Iteration 80F: 3 clusters Score -2.365254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135052 members 
Mstep: Class 2 contains 59526 members 
Entering Unmasked Estep 
Score: -23652534.000000 Penalty: 6040.580078
	Iteration 81Q: 3 clusters Score -2.365253e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135066 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -23652526.000000 Penalty: 6040.580078
	Iteration 82Q: 3 clusters Score -2.365253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135077 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -23652546.000000 Penalty: 6040.580078
	Iteration 83Q: 3 clusters Score -2.365255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135092 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -23652532.000000 Penalty: 6040.580078
	Iteration 84Q: 3 clusters Score -2.365253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135107 members 
Mstep: Class 2 contains 59471 members 
Entering Unmasked Estep 
Score: -23652546.000000 Penalty: 6040.580078
	Iteration 85Q: 3 clusters Score -2.365255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135119 members 
Mstep: Class 2 contains 59459 members 
Entering Unmasked Estep 
Score: -23652538.000000 Penalty: 6040.580078
	Iteration 86Q: 3 clusters Score -2.365254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135125 members 
Mstep: Class 2 contains 59453 members 
Entering Unmasked Estep 
Score: -23652532.000000 Penalty: 6040.580078
	Iteration 87Q: 3 clusters Score -2.365253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135132 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -23652512.000000 Penalty: 6040.580078
	Iteration 88Q: 3 clusters Score -2.365251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135137 members 
Mstep: Class 2 contains 59441 members 
Entering Unmasked Estep 
Score: -23652516.000000 Penalty: 6040.580078
	Iteration 89Q: 3 clusters Score -2.365252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135143 members 
Mstep: Class 2 contains 59435 members 
Entering Unmasked Estep 
Score: -23652504.000000 Penalty: 6040.580078
	Iteration 90Q: 3 clusters Score -2.36525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135150 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -23652520.000000 Penalty: 6040.580078
	Iteration 91Q: 3 clusters Score -2.365252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135154 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -23652520.000000 Penalty: 6040.580078
	Iteration 92Q: 3 clusters Score -2.365252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135157 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -23652522.000000 Penalty: 6040.580078
	Iteration 93Q: 3 clusters Score -2.365252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135159 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -23652520.000000 Penalty: 6040.580078
	Iteration 94Q: 3 clusters Score -2.365252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135159 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -23652520.000000 Penalty: 6040.580078
	Iteration 95F: 3 clusters Score -2.365252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2610 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 135159 members 
Mstep: Class 5 contains 237241 members 
Mstep: Class 6 contains 4523 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 48955 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 14035 members 
Mstep: Class 11 contains 59419 members 
Mstep: Class 13 contains 175569 members 
Mstep: Class 14 contains 184806 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 4131 members 
Mstep: Class 17 contains 2627 members 
Entering Unmasked Estep 
Score: -104292960.000000 Penalty: 54284.179688
Splitting cluster 4 changes total score from -104291576.000000 to -104292960.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 5 (237241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237241 members 
Entering Unmasked Estep 
Score: -28708646.000000 Penalty: 3069.454346
	Iteration 0F: 2 clusters Score -2.870865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118454 members 
Mstep: Class 2 contains 118787 members 
Entering Unmasked Estep 
Score: -28555008.000000 Penalty: 6138.908691
	Iteration 0F: 3 clusters Score -2.855501e+07 nChanged 114581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114617 members 
Mstep: Class 2 contains 122624 members 
Entering Unmasked Estep 
Score: -28622408.000000 Penalty: 6138.908691
	Iteration 1F: 3 clusters Score -2.862241e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111698 members 
Mstep: Class 2 contains 125543 members 
Entering Unmasked Estep 
Score: -28624224.000000 Penalty: 6138.908691
	Iteration 2Q: 3 clusters Score -2.862422e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107306 members 
Mstep: Class 2 contains 129935 members 
Entering Unmasked Estep 
Score: -28627022.000000 Penalty: 6138.908691
	Iteration 3Q: 3 clusters Score -2.862702e+07 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100702 members 
Mstep: Class 2 contains 136539 members 
Entering Unmasked Estep 
Score: -28631456.000000 Penalty: 6138.908691
	Iteration 4Q: 3 clusters Score -2.863146e+07 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91178 members 
Mstep: Class 2 contains 146063 members 
Entering Unmasked Estep 
Score: -28639056.000000 Penalty: 6138.908691
	Iteration 5F: 3 clusters Score -2.863906e+07 nChanged 16186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78778 members 
Mstep: Class 2 contains 158463 members 
Entering Unmasked Estep 
Score: -28649958.000000 Penalty: 6138.908691
	Iteration 6F: 3 clusters Score -2.864996e+07 nChanged 17369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65095 members 
Mstep: Class 2 contains 172146 members 
Entering Unmasked Estep 
Score: -28663784.000000 Penalty: 6138.908691
	Iteration 7F: 3 clusters Score -2.866378e+07 nChanged 15979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 184341 members 
Entering Unmasked Estep 
Score: -28677656.000000 Penalty: 6138.908691
	Iteration 8F: 3 clusters Score -2.867766e+07 nChanged 12265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 192730 members 
Entering Unmasked Estep 
Score: -28687416.000000 Penalty: 6138.908691
	Iteration 9F: 3 clusters Score -2.868742e+07 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 198036 members 
Entering Unmasked Estep 
Score: -28692536.000000 Penalty: 6138.908691
	Iteration 10Q: 3 clusters Score -2.869254e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 202099 members 
Entering Unmasked Estep 
Score: -28695126.000000 Penalty: 6138.908691
	Iteration 11Q: 3 clusters Score -2.869513e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 205731 members 
Entering Unmasked Estep 
Score: -28696822.000000 Penalty: 6138.908691
	Iteration 12Q: 3 clusters Score -2.869682e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 209265 members 
Entering Unmasked Estep 
Score: -28698066.000000 Penalty: 6138.908691
	Iteration 13Q: 3 clusters Score -2.869807e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 212662 members 
Entering Unmasked Estep 
Score: -28699118.000000 Penalty: 6138.908691
	Iteration 14Q: 3 clusters Score -2.869912e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 215827 members 
Entering Unmasked Estep 
Score: -28700170.000000 Penalty: 6138.908691
	Iteration 15Q: 3 clusters Score -2.870017e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 218774 members 
Entering Unmasked Estep 
Score: -28701438.000000 Penalty: 6138.908691
	Iteration 16Q: 3 clusters Score -2.870144e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 221425 members 
Entering Unmasked Estep 
Score: -28702482.000000 Penalty: 6138.908691
	Iteration 17Q: 3 clusters Score -2.870248e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 223623 members 
Entering Unmasked Estep 
Score: -28703568.000000 Penalty: 6138.908691
	Iteration 18Q: 3 clusters Score -2.870357e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 225461 members 
Entering Unmasked Estep 
Score: -28704292.000000 Penalty: 6138.908691
	Iteration 19Q: 3 clusters Score -2.870429e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 227001 members 
Entering Unmasked Estep 
Score: -28704914.000000 Penalty: 6138.908691
	Iteration 20F: 3 clusters Score -2.870491e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 228283 members 
Entering Unmasked Estep 
Score: -28705510.000000 Penalty: 6138.908691
	Iteration 21Q: 3 clusters Score -2.870551e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 229343 members 
Entering Unmasked Estep 
Score: -28705876.000000 Penalty: 6138.908691
	Iteration 22Q: 3 clusters Score -2.870588e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 230180 members 
Entering Unmasked Estep 
Score: -28706080.000000 Penalty: 6138.908691
	Iteration 23Q: 3 clusters Score -2.870608e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 230856 members 
Entering Unmasked Estep 
Score: -28706286.000000 Penalty: 6138.908691
	Iteration 24Q: 3 clusters Score -2.870629e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 231407 members 
Entering Unmasked Estep 
Score: -28706392.000000 Penalty: 6138.908691
	Iteration 25Q: 3 clusters Score -2.870639e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 231868 members 
Entering Unmasked Estep 
Score: -28706506.000000 Penalty: 6138.908691
	Iteration 26Q: 3 clusters Score -2.870651e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 232257 members 
Entering Unmasked Estep 
Score: -28706582.000000 Penalty: 6138.908691
	Iteration 27Q: 3 clusters Score -2.870658e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 232597 members 
Entering Unmasked Estep 
Score: -28706610.000000 Penalty: 6138.908691
	Iteration 28Q: 3 clusters Score -2.870661e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 232902 members 
Entering Unmasked Estep 
Score: -28706664.000000 Penalty: 6138.908691
	Iteration 29Q: 3 clusters Score -2.870666e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 233173 members 
Entering Unmasked Estep 
Score: -28706696.000000 Penalty: 6138.908691
	Iteration 30Q: 3 clusters Score -2.87067e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 233408 members 
Entering Unmasked Estep 
Score: -28706670.000000 Penalty: 6138.908691
	Iteration 31Q: 3 clusters Score -2.870667e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 233632 members 
Entering Unmasked Estep 
Score: -28706692.000000 Penalty: 6138.908691
	Iteration 32Q: 3 clusters Score -2.870669e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 233799 members 
Entering Unmasked Estep 
Score: -28706724.000000 Penalty: 6138.908691
	Iteration 33Q: 3 clusters Score -2.870672e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 233941 members 
Entering Unmasked Estep 
Score: -28706804.000000 Penalty: 6138.908691
	Iteration 34Q: 3 clusters Score -2.87068e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 234057 members 
Entering Unmasked Estep 
Score: -28706800.000000 Penalty: 6138.908691
	Iteration 35Q: 3 clusters Score -2.87068e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 234170 members 
Entering Unmasked Estep 
Score: -28706762.000000 Penalty: 6138.908691
	Iteration 36Q: 3 clusters Score -2.870676e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 234253 members 
Entering Unmasked Estep 
Score: -28706774.000000 Penalty: 6138.908691
	Iteration 37Q: 3 clusters Score -2.870677e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 234336 members 
Entering Unmasked Estep 
Score: -28706758.000000 Penalty: 6138.908691
	Iteration 38Q: 3 clusters Score -2.870676e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 234416 members 
Entering Unmasked Estep 
Score: -28706808.000000 Penalty: 6138.908691
	Iteration 39Q: 3 clusters Score -2.870681e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 234515 members 
Entering Unmasked Estep 
Score: -28706808.000000 Penalty: 6138.908691
	Iteration 40F: 3 clusters Score -2.870681e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 234611 members 
Entering Unmasked Estep 
Score: -28706848.000000 Penalty: 6138.908691
	Iteration 41Q: 3 clusters Score -2.870685e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 234684 members 
Entering Unmasked Estep 
Score: -28706834.000000 Penalty: 6138.908691
	Iteration 42Q: 3 clusters Score -2.870683e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 234751 members 
Entering Unmasked Estep 
Score: -28706818.000000 Penalty: 6138.908691
	Iteration 43Q: 3 clusters Score -2.870682e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 234819 members 
Entering Unmasked Estep 
Score: -28706820.000000 Penalty: 6138.908691
	Iteration 44Q: 3 clusters Score -2.870682e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 234904 members 
Entering Unmasked Estep 
Score: -28706814.000000 Penalty: 6138.908691
	Iteration 45Q: 3 clusters Score -2.870681e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 234990 members 
Entering Unmasked Estep 
Score: -28706784.000000 Penalty: 6138.908691
	Iteration 46Q: 3 clusters Score -2.870678e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 235045 members 
Entering Unmasked Estep 
Score: -28706812.000000 Penalty: 6138.908691
	Iteration 47Q: 3 clusters Score -2.870681e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 235088 members 
Entering Unmasked Estep 
Score: -28706772.000000 Penalty: 6138.908691
	Iteration 48Q: 3 clusters Score -2.870677e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 235137 members 
Entering Unmasked Estep 
Score: -28706754.000000 Penalty: 6138.908691
	Iteration 49Q: 3 clusters Score -2.870675e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 235180 members 
Entering Unmasked Estep 
Score: -28706732.000000 Penalty: 6138.908691
	Iteration 50Q: 3 clusters Score -2.870673e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 235220 members 
Entering Unmasked Estep 
Score: -28706740.000000 Penalty: 6138.908691
	Iteration 51Q: 3 clusters Score -2.870674e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 235264 members 
Entering Unmasked Estep 
Score: -28706774.000000 Penalty: 6138.908691
	Iteration 52Q: 3 clusters Score -2.870677e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 235298 members 
Entering Unmasked Estep 
Score: -28706778.000000 Penalty: 6138.908691
	Iteration 53Q: 3 clusters Score -2.870678e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 235332 members 
Entering Unmasked Estep 
Score: -28706770.000000 Penalty: 6138.908691
	Iteration 54Q: 3 clusters Score -2.870677e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 235358 members 
Entering Unmasked Estep 
Score: -28706766.000000 Penalty: 6138.908691
	Iteration 55Q: 3 clusters Score -2.870677e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 235381 members 
Entering Unmasked Estep 
Score: -28706770.000000 Penalty: 6138.908691
	Iteration 56Q: 3 clusters Score -2.870677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 235394 members 
Entering Unmasked Estep 
Score: -28706796.000000 Penalty: 6138.908691
	Iteration 57Q: 3 clusters Score -2.87068e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 235414 members 
Entering Unmasked Estep 
Score: -28706768.000000 Penalty: 6138.908691
	Iteration 58Q: 3 clusters Score -2.870677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 235428 members 
Entering Unmasked Estep 
Score: -28706750.000000 Penalty: 6138.908691
	Iteration 59Q: 3 clusters Score -2.870675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 235439 members 
Entering Unmasked Estep 
Score: -28706768.000000 Penalty: 6138.908691
	Iteration 60F: 3 clusters Score -2.870677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 235452 members 
Entering Unmasked Estep 
Score: -28706776.000000 Penalty: 6138.908691
	Iteration 61Q: 3 clusters Score -2.870678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 235464 members 
Entering Unmasked Estep 
Score: -28706774.000000 Penalty: 6138.908691
	Iteration 62Q: 3 clusters Score -2.870677e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 235481 members 
Entering Unmasked Estep 
Score: -28706764.000000 Penalty: 6138.908691
	Iteration 63Q: 3 clusters Score -2.870676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 235493 members 
Entering Unmasked Estep 
Score: -28706760.000000 Penalty: 6138.908691
	Iteration 64Q: 3 clusters Score -2.870676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 235503 members 
Entering Unmasked Estep 
Score: -28706744.000000 Penalty: 6138.908691
	Iteration 65Q: 3 clusters Score -2.870674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 235516 members 
Entering Unmasked Estep 
Score: -28706748.000000 Penalty: 6138.908691
	Iteration 66Q: 3 clusters Score -2.870675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 235530 members 
Entering Unmasked Estep 
Score: -28706708.000000 Penalty: 6138.908691
	Iteration 67Q: 3 clusters Score -2.870671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 235538 members 
Entering Unmasked Estep 
Score: -28706720.000000 Penalty: 6138.908691
	Iteration 68Q: 3 clusters Score -2.870672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 235549 members 
Entering Unmasked Estep 
Score: -28706690.000000 Penalty: 6138.908691
	Iteration 69Q: 3 clusters Score -2.870669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 235565 members 
Entering Unmasked Estep 
Score: -28706686.000000 Penalty: 6138.908691
	Iteration 70Q: 3 clusters Score -2.870669e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 235583 members 
Entering Unmasked Estep 
Score: -28706704.000000 Penalty: 6138.908691
	Iteration 71Q: 3 clusters Score -2.87067e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 235604 members 
Entering Unmasked Estep 
Score: -28706710.000000 Penalty: 6138.908691
	Iteration 72Q: 3 clusters Score -2.870671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 235618 members 
Entering Unmasked Estep 
Score: -28706702.000000 Penalty: 6138.908691
	Iteration 73Q: 3 clusters Score -2.87067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 235629 members 
Entering Unmasked Estep 
Score: -28706706.000000 Penalty: 6138.908691
	Iteration 74Q: 3 clusters Score -2.870671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 235637 members 
Entering Unmasked Estep 
Score: -28706720.000000 Penalty: 6138.908691
	Iteration 75Q: 3 clusters Score -2.870672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 235643 members 
Entering Unmasked Estep 
Score: -28706708.000000 Penalty: 6138.908691
	Iteration 76Q: 3 clusters Score -2.870671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 235646 members 
Entering Unmasked Estep 
Score: -28706708.000000 Penalty: 6138.908691
	Iteration 77Q: 3 clusters Score -2.870671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 235648 members 
Entering Unmasked Estep 
Score: -28706702.000000 Penalty: 6138.908691
	Iteration 78Q: 3 clusters Score -2.87067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 235649 members 
Entering Unmasked Estep 
Score: -28706716.000000 Penalty: 6138.908691
	Iteration 79Q: 3 clusters Score -2.870672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 235650 members 
Entering Unmasked Estep 
Score: -28706716.000000 Penalty: 6138.908691
	Iteration 80F: 3 clusters Score -2.870672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Entering Unmasked Estep 
Score: -514381.968750 Penalty: 2087.398926
	Iteration 0F: 2 clusters Score -514382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -510105.062500 Penalty: 4174.797852
	Iteration 0F: 3 clusters Score -510105.1 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -511086.031250 Penalty: 4174.797852
	Iteration 1F: 3 clusters Score -511086 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -511293.937500 Penalty: 4174.797852
	Iteration 2F: 3 clusters Score -511293.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -511407.625000 Penalty: 4174.797852
	Iteration 3Q: 3 clusters Score -511407.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -511478.687500 Penalty: 4174.797852
	Iteration 4Q: 3 clusters Score -511478.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -511540.437500 Penalty: 4174.797852
	Iteration 5Q: 3 clusters Score -511540.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -511590.562500 Penalty: 4174.797852
	Iteration 6Q: 3 clusters Score -511590.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -511639.187500 Penalty: 4174.797852
	Iteration 7Q: 3 clusters Score -511639.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -511674.843750 Penalty: 4174.797852
	Iteration 8Q: 3 clusters Score -511674.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -511700.750000 Penalty: 4174.797852
	Iteration 9Q: 3 clusters Score -511700.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -511722.625000 Penalty: 4174.797852
	Iteration 10Q: 3 clusters Score -511722.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -511740.531250 Penalty: 4174.797852
	Iteration 11Q: 3 clusters Score -511740.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -511752.531250 Penalty: 4174.797852
	Iteration 12Q: 3 clusters Score -511752.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -511768.000000 Penalty: 4174.797852
	Iteration 13Q: 3 clusters Score -511768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -511779.375000 Penalty: 4174.797852
	Iteration 14Q: 3 clusters Score -511779.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -511787.625000 Penalty: 4174.797852
	Iteration 15Q: 3 clusters Score -511787.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -511798.968750 Penalty: 4174.797852
	Iteration 16Q: 3 clusters Score -511799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -511808.625000 Penalty: 4174.797852
	Iteration 17Q: 3 clusters Score -511808.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -511818.062500 Penalty: 4174.797852
	Iteration 18Q: 3 clusters Score -511818.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -511826.312500 Penalty: 4174.797852
	Iteration 19Q: 3 clusters Score -511826.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -511831.375000 Penalty: 4174.797852
	Iteration 20F: 3 clusters Score -511831.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -511837.250000 Penalty: 4174.797852
	Iteration 21Q: 3 clusters Score -511837.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -511842.187500 Penalty: 4174.797852
	Iteration 22Q: 3 clusters Score -511842.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -511847.687500 Penalty: 4174.797852
	Iteration 23Q: 3 clusters Score -511847.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -511852.812500 Penalty: 4174.797852
	Iteration 24Q: 3 clusters Score -511852.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -511857.125000 Penalty: 4174.797852
	Iteration 25Q: 3 clusters Score -511857.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -511863.000000 Penalty: 4174.797852
	Iteration 26Q: 3 clusters Score -511863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -511867.281250 Penalty: 4174.797852
	Iteration 27Q: 3 clusters Score -511867.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -511875.843750 Penalty: 4174.797852
	Iteration 28Q: 3 clusters Score -511875.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -511883.750000 Penalty: 4174.797852
	Iteration 29Q: 3 clusters Score -511883.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -511890.343750 Penalty: 4174.797852
	Iteration 30Q: 3 clusters Score -511890.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -511897.656250 Penalty: 4174.797852
	Iteration 31Q: 3 clusters Score -511897.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -511901.906250 Penalty: 4174.797852
	Iteration 32Q: 3 clusters Score -511901.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -511905.312500 Penalty: 4174.797852
	Iteration 33Q: 3 clusters Score -511905.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -511909.625000 Penalty: 4174.797852
	Iteration 34Q: 3 clusters Score -511909.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -511916.875000 Penalty: 4174.797852
	Iteration 35Q: 3 clusters Score -511916.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -511922.375000 Penalty: 4174.797852
	Iteration 36Q: 3 clusters Score -511922.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -511928.812500 Penalty: 4174.797852
	Iteration 37Q: 3 clusters Score -511928.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -511933.750000 Penalty: 4174.797852
	Iteration 38Q: 3 clusters Score -511933.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -511939.343750 Penalty: 4174.797852
	Iteration 39Q: 3 clusters Score -511939.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -511944.500000 Penalty: 4174.797852
	Iteration 40F: 3 clusters Score -511944.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -511951.468750 Penalty: 4174.797852
	Iteration 41Q: 3 clusters Score -511951.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -511958.000000 Penalty: 4174.797852
	Iteration 42Q: 3 clusters Score -511958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -511967.500000 Penalty: 4174.797852
	Iteration 43Q: 3 clusters Score -511967.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -511978.500000 Penalty: 4174.797852
	Iteration 44Q: 3 clusters Score -511978.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -511989.281250 Penalty: 4174.797852
	Iteration 45Q: 3 clusters Score -511989.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -511998.218750 Penalty: 4174.797852
	Iteration 46Q: 3 clusters Score -511998.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -512005.468750 Penalty: 4174.797852
	Iteration 47Q: 3 clusters Score -512005.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -512010.250000 Penalty: 4174.797852
	Iteration 48Q: 3 clusters Score -512010.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -512013.156250 Penalty: 4174.797852
	Iteration 49Q: 3 clusters Score -512013.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -512014.843750 Penalty: 4174.797852
	Iteration 50Q: 3 clusters Score -512014.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -512018.093750 Penalty: 4174.797852
	Iteration 51Q: 3 clusters Score -512018.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -512019.343750 Penalty: 4174.797852
	Iteration 52Q: 3 clusters Score -512019.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -512021.687500 Penalty: 4174.797852
	Iteration 53Q: 3 clusters Score -512021.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -512023.625000 Penalty: 4174.797852
	Iteration 54Q: 3 clusters Score -512023.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -512025.468750 Penalty: 4174.797852
	Iteration 55Q: 3 clusters Score -512025.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -512027.125000 Penalty: 4174.797852
	Iteration 56Q: 3 clusters Score -512027.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -512029.781250 Penalty: 4174.797852
	Iteration 57Q: 3 clusters Score -512029.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -512030.718750 Penalty: 4174.797852
	Iteration 58Q: 3 clusters Score -512030.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -512031.968750 Penalty: 4174.797852
	Iteration 59Q: 3 clusters Score -512032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -512033.500000 Penalty: 4174.797852
	Iteration 60F: 3 clusters Score -512033.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -512034.781250 Penalty: 4174.797852
	Iteration 61Q: 3 clusters Score -512034.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -512037.718750 Penalty: 4174.797852
	Iteration 62Q: 3 clusters Score -512037.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -512038.656250 Penalty: 4174.797852
	Iteration 63Q: 3 clusters Score -512038.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -512038.812500 Penalty: 4174.797852
	Iteration 64Q: 3 clusters Score -512038.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -512040.281250 Penalty: 4174.797852
	Iteration 65Q: 3 clusters Score -512040.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -512040.843750 Penalty: 4174.797852
	Iteration 66Q: 3 clusters Score -512040.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -512042.218750 Penalty: 4174.797852
	Iteration 67Q: 3 clusters Score -512042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -512042.437500 Penalty: 4174.797852
	Iteration 68Q: 3 clusters Score -512042.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -512043.625000 Penalty: 4174.797852
	Iteration 69Q: 3 clusters Score -512043.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -512043.187500 Penalty: 4174.797852
	Iteration 70Q: 3 clusters Score -512043.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -512043.187500 Penalty: 4174.797852
	Iteration 71F: 3 clusters Score -512043.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -219414.984375 Penalty: 1898.654297
	Iteration 0F: 2 clusters Score -219415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -216747.062500 Penalty: 3797.308594
	Iteration 0F: 3 clusters Score -216747.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -217518.671875 Penalty: 3797.308594
	Iteration 1F: 3 clusters Score -217518.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -218143.531250 Penalty: 3797.308594
	Iteration 2F: 3 clusters Score -218143.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -218782.000000 Penalty: 3797.308594
	Iteration 3F: 3 clusters Score -218782 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -219315.203125 Penalty: 3797.308594
	Iteration 4F: 3 clusters Score -219315.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -219626.328125 Penalty: 3797.308594
	Iteration 5F: 3 clusters Score -219626.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -219729.562500 Penalty: 3797.308594
	Iteration 6Q: 3 clusters Score -219729.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -219782.937500 Penalty: 3797.308594
	Iteration 7Q: 3 clusters Score -219782.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -219805.578125 Penalty: 3797.308594
	Iteration 8Q: 3 clusters Score -219805.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -219825.046875 Penalty: 3797.308594
	Iteration 9Q: 3 clusters Score -219825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -219836.906250 Penalty: 3797.308594
	Iteration 10Q: 3 clusters Score -219836.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -219844.171875 Penalty: 3797.308594
	Iteration 11Q: 3 clusters Score -219844.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -219849.453125 Penalty: 3797.308594
	Iteration 12Q: 3 clusters Score -219849.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -219855.609375 Penalty: 3797.308594
	Iteration 13Q: 3 clusters Score -219855.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -219860.203125 Penalty: 3797.308594
	Iteration 14Q: 3 clusters Score -219860.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -219866.953125 Penalty: 3797.308594
	Iteration 15Q: 3 clusters Score -219867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -219875.687500 Penalty: 3797.308594
	Iteration 16Q: 3 clusters Score -219875.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -219887.984375 Penalty: 3797.308594
	Iteration 17Q: 3 clusters Score -219888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -219895.093750 Penalty: 3797.308594
	Iteration 18Q: 3 clusters Score -219895.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -219901.515625 Penalty: 3797.308594
	Iteration 19Q: 3 clusters Score -219901.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -219906.140625 Penalty: 3797.308594
	Iteration 20F: 3 clusters Score -219906.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -219912.531250 Penalty: 3797.308594
	Iteration 21Q: 3 clusters Score -219912.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -219919.406250 Penalty: 3797.308594
	Iteration 22Q: 3 clusters Score -219919.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -219921.578125 Penalty: 3797.308594
	Iteration 23Q: 3 clusters Score -219921.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -219927.578125 Penalty: 3797.308594
	Iteration 24Q: 3 clusters Score -219927.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -219933.640625 Penalty: 3797.308594
	Iteration 25Q: 3 clusters Score -219933.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -219940.375000 Penalty: 3797.308594
	Iteration 26Q: 3 clusters Score -219940.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -219947.265625 Penalty: 3797.308594
	Iteration 27Q: 3 clusters Score -219947.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -219961.968750 Penalty: 3797.308594
	Iteration 28Q: 3 clusters Score -219962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -219967.093750 Penalty: 3797.308594
	Iteration 29Q: 3 clusters Score -219967.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -219971.968750 Penalty: 3797.308594
	Iteration 30Q: 3 clusters Score -219972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -219976.109375 Penalty: 3797.308594
	Iteration 31Q: 3 clusters Score -219976.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -219978.515625 Penalty: 3797.308594
	Iteration 32Q: 3 clusters Score -219978.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -219978.953125 Penalty: 3797.308594
	Iteration 33Q: 3 clusters Score -219979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -219979.328125 Penalty: 3797.308594
	Iteration 34Q: 3 clusters Score -219979.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -219979.328125 Penalty: 3797.308594
	Iteration 35F: 3 clusters Score -219979.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2610 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 135159 members 
Mstep: Class 5 contains 237241 members 
Mstep: Class 6 contains 4523 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 48955 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 14035 members 
Mstep: Class 11 contains 59419 members 
Mstep: Class 12 contains 741 members 
Mstep: Class 13 contains 175569 members 
Mstep: Class 14 contains 184806 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 4131 members 
Mstep: Class 17 contains 2627 members 
Entering Unmasked Estep 
Score: -104292064.000000 Penalty: 57676.941406
Splitting cluster 7 changes total score from -104291576.000000 to -104292064.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 8 (48955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Entering Unmasked Estep 
Score: -5769575.500000 Penalty: 2678.066895
	Iteration 0F: 2 clusters Score -5769576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -5736555.000000 Penalty: 5356.133789
	Iteration 0F: 3 clusters Score -5736555 nChanged 22564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -5749092.000000 Penalty: 5356.133789
	Iteration 1F: 3 clusters Score -5749092 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -5749533.000000 Penalty: 5356.133789
	Iteration 2Q: 3 clusters Score -5749533 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -5750011.500000 Penalty: 5356.133789
	Iteration 3Q: 3 clusters Score -5750012 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -5750672.000000 Penalty: 5356.133789
	Iteration 4Q: 3 clusters Score -5750672 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -5751495.000000 Penalty: 5356.133789
	Iteration 5Q: 3 clusters Score -5751495 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -5752948.500000 Penalty: 5356.133789
	Iteration 6F: 3 clusters Score -5752948 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -5755183.000000 Penalty: 5356.133789
	Iteration 7F: 3 clusters Score -5755183 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -5758302.000000 Penalty: 5356.133789
	Iteration 8F: 3 clusters Score -5758302 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -5761687.000000 Penalty: 5356.133789
	Iteration 9F: 3 clusters Score -5761687 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -5764549.000000 Penalty: 5356.133789
	Iteration 10F: 3 clusters Score -5764549 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -5766091.000000 Penalty: 5356.133789
	Iteration 11Q: 3 clusters Score -5766091 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -5766724.500000 Penalty: 5356.133789
	Iteration 12Q: 3 clusters Score -5766724 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -5766957.500000 Penalty: 5356.133789
	Iteration 13Q: 3 clusters Score -5766958 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -5767084.500000 Penalty: 5356.133789
	Iteration 14Q: 3 clusters Score -5767084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -5767148.500000 Penalty: 5356.133789
	Iteration 15Q: 3 clusters Score -5767148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -5767174.000000 Penalty: 5356.133789
	Iteration 16Q: 3 clusters Score -5767174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -5767174.000000 Penalty: 5356.133789
	Iteration 17Q: 3 clusters Score -5767174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -5767175.000000 Penalty: 5356.133789
	Iteration 18Q: 3 clusters Score -5767175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -5767175.000000 Penalty: 5356.133789
	Iteration 19F: 3 clusters Score -5767175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -56105.546875 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -56105.55 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 296 members 
Entering Unmasked Estep 
Score: -54595.375000 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -54595.38 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -54855.222656 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -54855.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54935.925781 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -54935.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -54987.550781 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -54987.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -55036.789062 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -55036.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -55078.011719 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -55078.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -55099.035156 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -55099.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -55106.070312 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -55106.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -55108.882812 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -55108.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -55111.093750 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -55111.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -55113.285156 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -55113.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -55113.285156 Penalty: 3135.992188
	Iteration 11F: 3 clusters Score -55113.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Entering Unmasked Estep 
Score: -1737832.375000 Penalty: 2368.228760
	Iteration 0F: 2 clusters Score -1737832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1727565.500000 Penalty: 4736.457520
	Iteration 0F: 3 clusters Score -1727566 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1730810.000000 Penalty: 4736.457520
	Iteration 1F: 3 clusters Score -1730810 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1731173.500000 Penalty: 4736.457520
	Iteration 2F: 3 clusters Score -1731174 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1731422.250000 Penalty: 4736.457520
	Iteration 3Q: 3 clusters Score -1731422 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1731632.500000 Penalty: 4736.457520
	Iteration 4Q: 3 clusters Score -1731632 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1731836.250000 Penalty: 4736.457520
	Iteration 5Q: 3 clusters Score -1731836 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1732050.750000 Penalty: 4736.457520
	Iteration 6Q: 3 clusters Score -1732051 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1732272.625000 Penalty: 4736.457520
	Iteration 7Q: 3 clusters Score -1732273 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1732534.000000 Penalty: 4736.457520
	Iteration 8Q: 3 clusters Score -1732534 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1732804.375000 Penalty: 4736.457520
	Iteration 9Q: 3 clusters Score -1732804 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1733140.125000 Penalty: 4736.457520
	Iteration 10Q: 3 clusters Score -1733140 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1733553.000000 Penalty: 4736.457520
	Iteration 11Q: 3 clusters Score -1733553 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1733990.125000 Penalty: 4736.457520
	Iteration 12Q: 3 clusters Score -1733990 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1734334.750000 Penalty: 4736.457520
	Iteration 13Q: 3 clusters Score -1734335 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1734582.000000 Penalty: 4736.457520
	Iteration 14Q: 3 clusters Score -1734582 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1734729.375000 Penalty: 4736.457520
	Iteration 15Q: 3 clusters Score -1734729 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1734823.000000 Penalty: 4736.457520
	Iteration 16Q: 3 clusters Score -1734823 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1734896.375000 Penalty: 4736.457520
	Iteration 17Q: 3 clusters Score -1734896 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1734973.125000 Penalty: 4736.457520
	Iteration 18Q: 3 clusters Score -1734973 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1735037.375000 Penalty: 4736.457520
	Iteration 19Q: 3 clusters Score -1735037 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1735079.875000 Penalty: 4736.457520
	Iteration 20F: 3 clusters Score -1735080 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1735119.625000 Penalty: 4736.457520
	Iteration 21Q: 3 clusters Score -1735120 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1735147.125000 Penalty: 4736.457520
	Iteration 22Q: 3 clusters Score -1735147 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1735169.750000 Penalty: 4736.457520
	Iteration 23Q: 3 clusters Score -1735170 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1735199.250000 Penalty: 4736.457520
	Iteration 24Q: 3 clusters Score -1735199 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1735222.875000 Penalty: 4736.457520
	Iteration 25Q: 3 clusters Score -1735223 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1735246.000000 Penalty: 4736.457520
	Iteration 26Q: 3 clusters Score -1735246 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1735253.875000 Penalty: 4736.457520
	Iteration 27Q: 3 clusters Score -1735254 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1735268.500000 Penalty: 4736.457520
	Iteration 28Q: 3 clusters Score -1735268 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1735279.875000 Penalty: 4736.457520
	Iteration 29Q: 3 clusters Score -1735280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1735287.625000 Penalty: 4736.457520
	Iteration 30Q: 3 clusters Score -1735288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1735296.500000 Penalty: 4736.457520
	Iteration 31Q: 3 clusters Score -1735296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1735303.625000 Penalty: 4736.457520
	Iteration 32Q: 3 clusters Score -1735304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1735314.375000 Penalty: 4736.457520
	Iteration 33Q: 3 clusters Score -1735314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1735321.750000 Penalty: 4736.457520
	Iteration 34Q: 3 clusters Score -1735322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1735328.625000 Penalty: 4736.457520
	Iteration 35Q: 3 clusters Score -1735329 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1735344.500000 Penalty: 4736.457520
	Iteration 36Q: 3 clusters Score -1735344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1735350.875000 Penalty: 4736.457520
	Iteration 37Q: 3 clusters Score -1735351 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1735359.500000 Penalty: 4736.457520
	Iteration 38Q: 3 clusters Score -1735360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1735369.625000 Penalty: 4736.457520
	Iteration 39Q: 3 clusters Score -1735370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1735373.750000 Penalty: 4736.457520
	Iteration 40F: 3 clusters Score -1735374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1735381.625000 Penalty: 4736.457520
	Iteration 41Q: 3 clusters Score -1735382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1735386.625000 Penalty: 4736.457520
	Iteration 42Q: 3 clusters Score -1735387 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1735393.000000 Penalty: 4736.457520
	Iteration 43Q: 3 clusters Score -1735393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1735400.625000 Penalty: 4736.457520
	Iteration 44Q: 3 clusters Score -1735401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1735406.500000 Penalty: 4736.457520
	Iteration 45Q: 3 clusters Score -1735406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1735414.375000 Penalty: 4736.457520
	Iteration 46Q: 3 clusters Score -1735414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1735420.625000 Penalty: 4736.457520
	Iteration 47Q: 3 clusters Score -1735421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1735431.000000 Penalty: 4736.457520
	Iteration 48Q: 3 clusters Score -1735431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1735432.875000 Penalty: 4736.457520
	Iteration 49Q: 3 clusters Score -1735433 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1735441.000000 Penalty: 4736.457520
	Iteration 50Q: 3 clusters Score -1735441 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1735454.625000 Penalty: 4736.457520
	Iteration 51Q: 3 clusters Score -1735455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1735462.750000 Penalty: 4736.457520
	Iteration 52Q: 3 clusters Score -1735463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1735466.000000 Penalty: 4736.457520
	Iteration 53Q: 3 clusters Score -1735466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1735474.375000 Penalty: 4736.457520
	Iteration 54Q: 3 clusters Score -1735474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1735481.875000 Penalty: 4736.457520
	Iteration 55Q: 3 clusters Score -1735482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1735481.625000 Penalty: 4736.457520
	Iteration 56Q: 3 clusters Score -1735482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1735491.250000 Penalty: 4736.457520
	Iteration 57Q: 3 clusters Score -1735491 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1735501.625000 Penalty: 4736.457520
	Iteration 58Q: 3 clusters Score -1735502 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1735514.250000 Penalty: 4736.457520
	Iteration 59Q: 3 clusters Score -1735514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1735521.375000 Penalty: 4736.457520
	Iteration 60F: 3 clusters Score -1735521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1735534.375000 Penalty: 4736.457520
	Iteration 61Q: 3 clusters Score -1735534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1735539.000000 Penalty: 4736.457520
	Iteration 62Q: 3 clusters Score -1735539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1735548.625000 Penalty: 4736.457520
	Iteration 63Q: 3 clusters Score -1735549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1735555.125000 Penalty: 4736.457520
	Iteration 64Q: 3 clusters Score -1735555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1735557.625000 Penalty: 4736.457520
	Iteration 65Q: 3 clusters Score -1735558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1735562.875000 Penalty: 4736.457520
	Iteration 66Q: 3 clusters Score -1735563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1735564.875000 Penalty: 4736.457520
	Iteration 67Q: 3 clusters Score -1735565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1735572.625000 Penalty: 4736.457520
	Iteration 68Q: 3 clusters Score -1735573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1735571.000000 Penalty: 4736.457520
	Iteration 69Q: 3 clusters Score -1735571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1735586.375000 Penalty: 4736.457520
	Iteration 70Q: 3 clusters Score -1735586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1735593.125000 Penalty: 4736.457520
	Iteration 71Q: 3 clusters Score -1735593 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1735600.875000 Penalty: 4736.457520
	Iteration 72Q: 3 clusters Score -1735601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1735611.625000 Penalty: 4736.457520
	Iteration 73Q: 3 clusters Score -1735612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1735611.875000 Penalty: 4736.457520
	Iteration 74Q: 3 clusters Score -1735612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1735621.750000 Penalty: 4736.457520
	Iteration 75Q: 3 clusters Score -1735622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1735618.875000 Penalty: 4736.457520
	Iteration 76Q: 3 clusters Score -1735619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1735622.375000 Penalty: 4736.457520
	Iteration 77Q: 3 clusters Score -1735622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1735627.750000 Penalty: 4736.457520
	Iteration 78Q: 3 clusters Score -1735628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1735628.250000 Penalty: 4736.457520
	Iteration 79Q: 3 clusters Score -1735628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1735628.125000 Penalty: 4736.457520
	Iteration 80F: 3 clusters Score -1735628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1735630.250000 Penalty: 4736.457520
	Iteration 81Q: 3 clusters Score -1735630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1735639.000000 Penalty: 4736.457520
	Iteration 82Q: 3 clusters Score -1735639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1735644.625000 Penalty: 4736.457520
	Iteration 83Q: 3 clusters Score -1735645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1735649.875000 Penalty: 4736.457520
	Iteration 84Q: 3 clusters Score -1735650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1735652.750000 Penalty: 4736.457520
	Iteration 85Q: 3 clusters Score -1735653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1735655.625000 Penalty: 4736.457520
	Iteration 86Q: 3 clusters Score -1735656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1735655.250000 Penalty: 4736.457520
	Iteration 87Q: 3 clusters Score -1735655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1735664.250000 Penalty: 4736.457520
	Iteration 88Q: 3 clusters Score -1735664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1735667.375000 Penalty: 4736.457520
	Iteration 89Q: 3 clusters Score -1735667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1735674.750000 Penalty: 4736.457520
	Iteration 90Q: 3 clusters Score -1735675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1735678.125000 Penalty: 4736.457520
	Iteration 91Q: 3 clusters Score -1735678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1735682.625000 Penalty: 4736.457520
	Iteration 92Q: 3 clusters Score -1735683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1735680.500000 Penalty: 4736.457520
	Iteration 93Q: 3 clusters Score -1735680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1735683.625000 Penalty: 4736.457520
	Iteration 94Q: 3 clusters Score -1735684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1735686.375000 Penalty: 4736.457520
	Iteration 95Q: 3 clusters Score -1735686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1735689.375000 Penalty: 4736.457520
	Iteration 96Q: 3 clusters Score -1735689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1735688.500000 Penalty: 4736.457520
	Iteration 97Q: 3 clusters Score -1735688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1735693.125000 Penalty: 4736.457520
	Iteration 98Q: 3 clusters Score -1735693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1735694.125000 Penalty: 4736.457520
	Iteration 99Q: 3 clusters Score -1735694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1735698.750000 Penalty: 4736.457520
	Iteration 100F: 3 clusters Score -1735699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1735706.000000 Penalty: 4736.457520
	Iteration 101Q: 3 clusters Score -1735706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1735712.000000 Penalty: 4736.457520
	Iteration 102Q: 3 clusters Score -1735712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1735713.125000 Penalty: 4736.457520
	Iteration 103Q: 3 clusters Score -1735713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1735715.000000 Penalty: 4736.457520
	Iteration 104Q: 3 clusters Score -1735715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1735713.375000 Penalty: 4736.457520
	Iteration 105Q: 3 clusters Score -1735713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1735715.500000 Penalty: 4736.457520
	Iteration 106Q: 3 clusters Score -1735716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1735719.500000 Penalty: 4736.457520
	Iteration 107Q: 3 clusters Score -1735720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1735718.500000 Penalty: 4736.457520
	Iteration 108Q: 3 clusters Score -1735718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1735723.500000 Penalty: 4736.457520
	Iteration 109Q: 3 clusters Score -1735724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1735720.250000 Penalty: 4736.457520
	Iteration 110Q: 3 clusters Score -1735720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1735720.625000 Penalty: 4736.457520
	Iteration 111Q: 3 clusters Score -1735721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1735720.500000 Penalty: 4736.457520
	Iteration 112Q: 3 clusters Score -1735720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1735723.125000 Penalty: 4736.457520
	Iteration 113Q: 3 clusters Score -1735723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1735723.000000 Penalty: 4736.457520
	Iteration 114Q: 3 clusters Score -1735723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1735725.375000 Penalty: 4736.457520
	Iteration 115Q: 3 clusters Score -1735725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1735726.625000 Penalty: 4736.457520
	Iteration 116Q: 3 clusters Score -1735727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1735729.125000 Penalty: 4736.457520
	Iteration 117Q: 3 clusters Score -1735729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1735732.625000 Penalty: 4736.457520
	Iteration 118Q: 3 clusters Score -1735733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1735734.125000 Penalty: 4736.457520
	Iteration 119Q: 3 clusters Score -1735734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1735736.750000 Penalty: 4736.457520
	Iteration 120F: 3 clusters Score -1735737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1735734.625000 Penalty: 4736.457520
	Iteration 121Q: 3 clusters Score -1735735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1735733.000000 Penalty: 4736.457520
	Iteration 122Q: 3 clusters Score -1735733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1735735.500000 Penalty: 4736.457520
	Iteration 123Q: 3 clusters Score -1735736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1735736.250000 Penalty: 4736.457520
	Iteration 124Q: 3 clusters Score -1735736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1735734.750000 Penalty: 4736.457520
	Iteration 125Q: 3 clusters Score -1735735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1735736.750000 Penalty: 4736.457520
	Iteration 126Q: 3 clusters Score -1735737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1735738.125000 Penalty: 4736.457520
	Iteration 127Q: 3 clusters Score -1735738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1735736.000000 Penalty: 4736.457520
	Iteration 128Q: 3 clusters Score -1735736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1735738.250000 Penalty: 4736.457520
	Iteration 129Q: 3 clusters Score -1735738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1735735.750000 Penalty: 4736.457520
	Iteration 130Q: 3 clusters Score -1735736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1735739.750000 Penalty: 4736.457520
	Iteration 131Q: 3 clusters Score -1735740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1735741.125000 Penalty: 4736.457520
	Iteration 132Q: 3 clusters Score -1735741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1735742.375000 Penalty: 4736.457520
	Iteration 133Q: 3 clusters Score -1735742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1735741.625000 Penalty: 4736.457520
	Iteration 134Q: 3 clusters Score -1735742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1735744.625000 Penalty: 4736.457520
	Iteration 135Q: 3 clusters Score -1735745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1735745.750000 Penalty: 4736.457520
	Iteration 136Q: 3 clusters Score -1735746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1735744.375000 Penalty: 4736.457520
	Iteration 137Q: 3 clusters Score -1735744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1735746.500000 Penalty: 4736.457520
	Iteration 138Q: 3 clusters Score -1735746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1735746.125000 Penalty: 4736.457520
	Iteration 139Q: 3 clusters Score -1735746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1735749.250000 Penalty: 4736.457520
	Iteration 140F: 3 clusters Score -1735749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1735754.000000 Penalty: 4736.457520
	Iteration 141Q: 3 clusters Score -1735754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1735759.250000 Penalty: 4736.457520
	Iteration 142Q: 3 clusters Score -1735759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1735757.750000 Penalty: 4736.457520
	Iteration 143Q: 3 clusters Score -1735758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1735758.125000 Penalty: 4736.457520
	Iteration 144Q: 3 clusters Score -1735758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1735759.125000 Penalty: 4736.457520
	Iteration 145Q: 3 clusters Score -1735759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1735758.875000 Penalty: 4736.457520
	Iteration 146Q: 3 clusters Score -1735759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1735759.000000 Penalty: 4736.457520
	Iteration 147Q: 3 clusters Score -1735759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1735760.375000 Penalty: 4736.457520
	Iteration 148Q: 3 clusters Score -1735760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1735762.875000 Penalty: 4736.457520
	Iteration 149Q: 3 clusters Score -1735763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1735762.875000 Penalty: 4736.457520
	Iteration 150F: 3 clusters Score -1735763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (175569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175569 members 
Entering Unmasked Estep 
Score: -21405260.000000 Penalty: 2994.795410
	Iteration 0F: 2 clusters Score -2.140526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87612 members 
Mstep: Class 2 contains 87957 members 
Entering Unmasked Estep 
Score: -21289532.000000 Penalty: 5989.590820
	Iteration 0F: 3 clusters Score -2.128953e+07 nChanged 84182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85346 members 
Mstep: Class 2 contains 90223 members 
Entering Unmasked Estep 
Score: -21338814.000000 Penalty: 5989.590820
	Iteration 1F: 3 clusters Score -2.133881e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 92075 members 
Entering Unmasked Estep 
Score: -21340008.000000 Penalty: 5989.590820
	Iteration 2Q: 3 clusters Score -2.134001e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80500 members 
Mstep: Class 2 contains 95069 members 
Entering Unmasked Estep 
Score: -21342050.000000 Penalty: 5989.590820
	Iteration 3Q: 3 clusters Score -2.134205e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75895 members 
Mstep: Class 2 contains 99674 members 
Entering Unmasked Estep 
Score: -21345250.000000 Penalty: 5989.590820
	Iteration 4Q: 3 clusters Score -2.134525e+07 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 106728 members 
Entering Unmasked Estep 
Score: -21350808.000000 Penalty: 5989.590820
	Iteration 5F: 3 clusters Score -2.135081e+07 nChanged 13001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 116883 members 
Entering Unmasked Estep 
Score: -21359874.000000 Penalty: 5989.590820
	Iteration 6F: 3 clusters Score -2.135987e+07 nChanged 15005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 129416 members 
Entering Unmasked Estep 
Score: -21372860.000000 Penalty: 5989.590820
	Iteration 7F: 3 clusters Score -2.137286e+07 nChanged 13767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 141147 members 
Entering Unmasked Estep 
Score: -21386750.000000 Penalty: 5989.590820
	Iteration 8F: 3 clusters Score -2.138675e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 148625 members 
Entering Unmasked Estep 
Score: -21395736.000000 Penalty: 5989.590820
	Iteration 9F: 3 clusters Score -2.139574e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 152370 members 
Entering Unmasked Estep 
Score: -21399248.000000 Penalty: 5989.590820
	Iteration 10Q: 3 clusters Score -2.139925e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 154781 members 
Entering Unmasked Estep 
Score: -21400428.000000 Penalty: 5989.590820
	Iteration 11Q: 3 clusters Score -2.140043e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 156875 members 
Entering Unmasked Estep 
Score: -21401284.000000 Penalty: 5989.590820
	Iteration 12Q: 3 clusters Score -2.140128e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 158719 members 
Entering Unmasked Estep 
Score: -21401846.000000 Penalty: 5989.590820
	Iteration 13Q: 3 clusters Score -2.140185e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 160322 members 
Entering Unmasked Estep 
Score: -21402232.000000 Penalty: 5989.590820
	Iteration 14Q: 3 clusters Score -2.140223e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 161733 members 
Entering Unmasked Estep 
Score: -21402674.000000 Penalty: 5989.590820
	Iteration 15Q: 3 clusters Score -2.140267e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 162946 members 
Entering Unmasked Estep 
Score: -21402936.000000 Penalty: 5989.590820
	Iteration 16Q: 3 clusters Score -2.140294e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 164021 members 
Entering Unmasked Estep 
Score: -21403234.000000 Penalty: 5989.590820
	Iteration 17Q: 3 clusters Score -2.140323e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 164966 members 
Entering Unmasked Estep 
Score: -21403332.000000 Penalty: 5989.590820
	Iteration 18Q: 3 clusters Score -2.140333e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 165821 members 
Entering Unmasked Estep 
Score: -21403462.000000 Penalty: 5989.590820
	Iteration 19Q: 3 clusters Score -2.140346e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 166517 members 
Entering Unmasked Estep 
Score: -21403578.000000 Penalty: 5989.590820
	Iteration 20F: 3 clusters Score -2.140358e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 167173 members 
Entering Unmasked Estep 
Score: -21403666.000000 Penalty: 5989.590820
	Iteration 21Q: 3 clusters Score -2.140367e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 167734 members 
Entering Unmasked Estep 
Score: -21403736.000000 Penalty: 5989.590820
	Iteration 22Q: 3 clusters Score -2.140374e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 168211 members 
Entering Unmasked Estep 
Score: -21403820.000000 Penalty: 5989.590820
	Iteration 23Q: 3 clusters Score -2.140382e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 168613 members 
Entering Unmasked Estep 
Score: -21403858.000000 Penalty: 5989.590820
	Iteration 24Q: 3 clusters Score -2.140386e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 168967 members 
Entering Unmasked Estep 
Score: -21403910.000000 Penalty: 5989.590820
	Iteration 25Q: 3 clusters Score -2.140391e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 169285 members 
Entering Unmasked Estep 
Score: -21403946.000000 Penalty: 5989.590820
	Iteration 26Q: 3 clusters Score -2.140395e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 169587 members 
Entering Unmasked Estep 
Score: -21403996.000000 Penalty: 5989.590820
	Iteration 27Q: 3 clusters Score -2.1404e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 169831 members 
Entering Unmasked Estep 
Score: -21404010.000000 Penalty: 5989.590820
	Iteration 28Q: 3 clusters Score -2.140401e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 170036 members 
Entering Unmasked Estep 
Score: -21404036.000000 Penalty: 5989.590820
	Iteration 29Q: 3 clusters Score -2.140404e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 170218 members 
Entering Unmasked Estep 
Score: -21404026.000000 Penalty: 5989.590820
	Iteration 30Q: 3 clusters Score -2.140403e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 170380 members 
Entering Unmasked Estep 
Score: -21404010.000000 Penalty: 5989.590820
	Iteration 31Q: 3 clusters Score -2.140401e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 170523 members 
Entering Unmasked Estep 
Score: -21404062.000000 Penalty: 5989.590820
	Iteration 32Q: 3 clusters Score -2.140406e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 170635 members 
Entering Unmasked Estep 
Score: -21404090.000000 Penalty: 5989.590820
	Iteration 33Q: 3 clusters Score -2.140409e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 170743 members 
Entering Unmasked Estep 
Score: -21404106.000000 Penalty: 5989.590820
	Iteration 34Q: 3 clusters Score -2.140411e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 170840 members 
Entering Unmasked Estep 
Score: -21404124.000000 Penalty: 5989.590820
	Iteration 35Q: 3 clusters Score -2.140412e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 170923 members 
Entering Unmasked Estep 
Score: -21404136.000000 Penalty: 5989.590820
	Iteration 36Q: 3 clusters Score -2.140414e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 170988 members 
Entering Unmasked Estep 
Score: -21404138.000000 Penalty: 5989.590820
	Iteration 37Q: 3 clusters Score -2.140414e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 171042 members 
Entering Unmasked Estep 
Score: -21404152.000000 Penalty: 5989.590820
	Iteration 38Q: 3 clusters Score -2.140415e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 171098 members 
Entering Unmasked Estep 
Score: -21404152.000000 Penalty: 5989.590820
	Iteration 39Q: 3 clusters Score -2.140415e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 171150 members 
Entering Unmasked Estep 
Score: -21404132.000000 Penalty: 5989.590820
	Iteration 40F: 3 clusters Score -2.140413e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 171206 members 
Entering Unmasked Estep 
Score: -21404128.000000 Penalty: 5989.590820
	Iteration 41Q: 3 clusters Score -2.140413e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 171247 members 
Entering Unmasked Estep 
Score: -21404108.000000 Penalty: 5989.590820
	Iteration 42Q: 3 clusters Score -2.140411e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 171295 members 
Entering Unmasked Estep 
Score: -21404132.000000 Penalty: 5989.590820
	Iteration 43Q: 3 clusters Score -2.140413e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 171348 members 
Entering Unmasked Estep 
Score: -21404128.000000 Penalty: 5989.590820
	Iteration 44Q: 3 clusters Score -2.140413e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 171408 members 
Entering Unmasked Estep 
Score: -21404106.000000 Penalty: 5989.590820
	Iteration 45Q: 3 clusters Score -2.140411e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 171458 members 
Entering Unmasked Estep 
Score: -21404102.000000 Penalty: 5989.590820
	Iteration 46Q: 3 clusters Score -2.14041e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 171498 members 
Entering Unmasked Estep 
Score: -21404108.000000 Penalty: 5989.590820
	Iteration 47Q: 3 clusters Score -2.140411e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 171537 members 
Entering Unmasked Estep 
Score: -21404090.000000 Penalty: 5989.590820
	Iteration 48Q: 3 clusters Score -2.140409e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 171582 members 
Entering Unmasked Estep 
Score: -21404112.000000 Penalty: 5989.590820
	Iteration 49Q: 3 clusters Score -2.140411e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 171628 members 
Entering Unmasked Estep 
Score: -21404112.000000 Penalty: 5989.590820
	Iteration 50Q: 3 clusters Score -2.140411e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 171674 members 
Entering Unmasked Estep 
Score: -21404106.000000 Penalty: 5989.590820
	Iteration 51Q: 3 clusters Score -2.140411e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 171720 members 
Entering Unmasked Estep 
Score: -21404118.000000 Penalty: 5989.590820
	Iteration 52Q: 3 clusters Score -2.140412e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 171763 members 
Entering Unmasked Estep 
Score: -21404130.000000 Penalty: 5989.590820
	Iteration 53Q: 3 clusters Score -2.140413e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 171798 members 
Entering Unmasked Estep 
Score: -21404142.000000 Penalty: 5989.590820
	Iteration 54Q: 3 clusters Score -2.140414e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 171833 members 
Entering Unmasked Estep 
Score: -21404134.000000 Penalty: 5989.590820
	Iteration 55Q: 3 clusters Score -2.140413e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 171867 members 
Entering Unmasked Estep 
Score: -21404112.000000 Penalty: 5989.590820
	Iteration 56Q: 3 clusters Score -2.140411e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 171893 members 
Entering Unmasked Estep 
Score: -21404118.000000 Penalty: 5989.590820
	Iteration 57Q: 3 clusters Score -2.140412e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 171915 members 
Entering Unmasked Estep 
Score: -21404092.000000 Penalty: 5989.590820
	Iteration 58Q: 3 clusters Score -2.140409e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 171930 members 
Entering Unmasked Estep 
Score: -21404108.000000 Penalty: 5989.590820
	Iteration 59Q: 3 clusters Score -2.140411e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 171948 members 
Entering Unmasked Estep 
Score: -21404090.000000 Penalty: 5989.590820
	Iteration 60F: 3 clusters Score -2.140409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 171960 members 
Entering Unmasked Estep 
Score: -21404078.000000 Penalty: 5989.590820
	Iteration 61Q: 3 clusters Score -2.140408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 171966 members 
Entering Unmasked Estep 
Score: -21404088.000000 Penalty: 5989.590820
	Iteration 62Q: 3 clusters Score -2.140409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 171972 members 
Entering Unmasked Estep 
Score: -21404104.000000 Penalty: 5989.590820
	Iteration 63Q: 3 clusters Score -2.14041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 171978 members 
Entering Unmasked Estep 
Score: -21404100.000000 Penalty: 5989.590820
	Iteration 64Q: 3 clusters Score -2.14041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 171985 members 
Entering Unmasked Estep 
Score: -21404082.000000 Penalty: 5989.590820
	Iteration 65Q: 3 clusters Score -2.140408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 171996 members 
Entering Unmasked Estep 
Score: -21404098.000000 Penalty: 5989.590820
	Iteration 66Q: 3 clusters Score -2.14041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 172000 members 
Entering Unmasked Estep 
Score: -21404076.000000 Penalty: 5989.590820
	Iteration 67Q: 3 clusters Score -2.140408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 172003 members 
Entering Unmasked Estep 
Score: -21404086.000000 Penalty: 5989.590820
	Iteration 68Q: 3 clusters Score -2.140409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 172005 members 
Entering Unmasked Estep 
Score: -21404086.000000 Penalty: 5989.590820
	Iteration 69Q: 3 clusters Score -2.140409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 172010 members 
Entering Unmasked Estep 
Score: -21404094.000000 Penalty: 5989.590820
	Iteration 70Q: 3 clusters Score -2.140409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 172018 members 
Entering Unmasked Estep 
Score: -21404092.000000 Penalty: 5989.590820
	Iteration 71Q: 3 clusters Score -2.140409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 172024 members 
Entering Unmasked Estep 
Score: -21404100.000000 Penalty: 5989.590820
	Iteration 72Q: 3 clusters Score -2.14041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 172032 members 
Entering Unmasked Estep 
Score: -21404100.000000 Penalty: 5989.590820
	Iteration 73Q: 3 clusters Score -2.14041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 172041 members 
Entering Unmasked Estep 
Score: -21404106.000000 Penalty: 5989.590820
	Iteration 74Q: 3 clusters Score -2.140411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 172047 members 
Entering Unmasked Estep 
Score: -21404110.000000 Penalty: 5989.590820
	Iteration 75Q: 3 clusters Score -2.140411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 172051 members 
Entering Unmasked Estep 
Score: -21404098.000000 Penalty: 5989.590820
	Iteration 76Q: 3 clusters Score -2.14041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 172059 members 
Entering Unmasked Estep 
Score: -21404092.000000 Penalty: 5989.590820
	Iteration 77Q: 3 clusters Score -2.140409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 172071 members 
Entering Unmasked Estep 
Score: -21404108.000000 Penalty: 5989.590820
	Iteration 78Q: 3 clusters Score -2.140411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 172077 members 
Entering Unmasked Estep 
Score: -21404110.000000 Penalty: 5989.590820
	Iteration 79Q: 3 clusters Score -2.140411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 172082 members 
Entering Unmasked Estep 
Score: -21404108.000000 Penalty: 5989.590820
	Iteration 80F: 3 clusters Score -2.140411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 172090 members 
Entering Unmasked Estep 
Score: -21404120.000000 Penalty: 5989.590820
	Iteration 81Q: 3 clusters Score -2.140412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 172097 members 
Entering Unmasked Estep 
Score: -21404114.000000 Penalty: 5989.590820
	Iteration 82Q: 3 clusters Score -2.140411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 172105 members 
Entering Unmasked Estep 
Score: -21404122.000000 Penalty: 5989.590820
	Iteration 83Q: 3 clusters Score -2.140412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 172111 members 
Entering Unmasked Estep 
Score: -21404124.000000 Penalty: 5989.590820
	Iteration 84Q: 3 clusters Score -2.140412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 172111 members 
Entering Unmasked Estep 
Score: -21404118.000000 Penalty: 5989.590820
	Iteration 85Q: 3 clusters Score -2.140412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 172111 members 
Entering Unmasked Estep 
Score: -21404118.000000 Penalty: 5989.590820
	Iteration 86F: 3 clusters Score -2.140412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (184806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184806 members 
Entering Unmasked Estep 
Score: -22497964.000000 Penalty: 3007.511230
	Iteration 0F: 2 clusters Score -2.249796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92220 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -22376412.000000 Penalty: 6015.022461
	Iteration 0F: 3 clusters Score -2.237641e+07 nChanged 88834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91216 members 
Mstep: Class 2 contains 93590 members 
Entering Unmasked Estep 
Score: -22428994.000000 Penalty: 6015.022461
	Iteration 1F: 3 clusters Score -2.242899e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90358 members 
Mstep: Class 2 contains 94448 members 
Entering Unmasked Estep 
Score: -22431078.000000 Penalty: 6015.022461
	Iteration 2Q: 3 clusters Score -2.243108e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89047 members 
Mstep: Class 2 contains 95759 members 
Entering Unmasked Estep 
Score: -22433954.000000 Penalty: 6015.022461
	Iteration 3Q: 3 clusters Score -2.243395e+07 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87156 members 
Mstep: Class 2 contains 97650 members 
Entering Unmasked Estep 
Score: -22438054.000000 Penalty: 6015.022461
	Iteration 4Q: 3 clusters Score -2.243805e+07 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84336 members 
Mstep: Class 2 contains 100470 members 
Entering Unmasked Estep 
Score: -22444882.000000 Penalty: 6015.022461
	Iteration 5F: 3 clusters Score -2.244488e+07 nChanged 12425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 104063 members 
Entering Unmasked Estep 
Score: -22454486.000000 Penalty: 6015.022461
	Iteration 6F: 3 clusters Score -2.245449e+07 nChanged 13282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77255 members 
Mstep: Class 2 contains 107551 members 
Entering Unmasked Estep 
Score: -22465630.000000 Penalty: 6015.022461
	Iteration 7F: 3 clusters Score -2.246563e+07 nChanged 11897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74628 members 
Mstep: Class 2 contains 110178 members 
Entering Unmasked Estep 
Score: -22473054.000000 Penalty: 6015.022461
	Iteration 8F: 3 clusters Score -2.247305e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 112111 members 
Entering Unmasked Estep 
Score: -22476312.000000 Penalty: 6015.022461
	Iteration 9Q: 3 clusters Score -2.247631e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70904 members 
Mstep: Class 2 contains 113902 members 
Entering Unmasked Estep 
Score: -22477456.000000 Penalty: 6015.022461
	Iteration 10Q: 3 clusters Score -2.247746e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 115722 members 
Entering Unmasked Estep 
Score: -22478004.000000 Penalty: 6015.022461
	Iteration 11Q: 3 clusters Score -2.2478e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67212 members 
Mstep: Class 2 contains 117594 members 
Entering Unmasked Estep 
Score: -22478862.000000 Penalty: 6015.022461
	Iteration 12Q: 3 clusters Score -2.247886e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65207 members 
Mstep: Class 2 contains 119599 members 
Entering Unmasked Estep 
Score: -22479644.000000 Penalty: 6015.022461
	Iteration 13Q: 3 clusters Score -2.247964e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 121762 members 
Entering Unmasked Estep 
Score: -22480324.000000 Penalty: 6015.022461
	Iteration 14Q: 3 clusters Score -2.248032e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60754 members 
Mstep: Class 2 contains 124052 members 
Entering Unmasked Estep 
Score: -22481030.000000 Penalty: 6015.022461
	Iteration 15Q: 3 clusters Score -2.248103e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 126540 members 
Entering Unmasked Estep 
Score: -22481930.000000 Penalty: 6015.022461
	Iteration 16Q: 3 clusters Score -2.248193e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55585 members 
Mstep: Class 2 contains 129221 members 
Entering Unmasked Estep 
Score: -22482862.000000 Penalty: 6015.022461
	Iteration 17Q: 3 clusters Score -2.248286e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 131869 members 
Entering Unmasked Estep 
Score: -22483818.000000 Penalty: 6015.022461
	Iteration 18Q: 3 clusters Score -2.248382e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 134535 members 
Entering Unmasked Estep 
Score: -22484724.000000 Penalty: 6015.022461
	Iteration 19Q: 3 clusters Score -2.248472e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 137217 members 
Entering Unmasked Estep 
Score: -22485674.000000 Penalty: 6015.022461
	Iteration 20F: 3 clusters Score -2.248567e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 139826 members 
Entering Unmasked Estep 
Score: -22486608.000000 Penalty: 6015.022461
	Iteration 21Q: 3 clusters Score -2.248661e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 142356 members 
Entering Unmasked Estep 
Score: -22487398.000000 Penalty: 6015.022461
	Iteration 22Q: 3 clusters Score -2.24874e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 144834 members 
Entering Unmasked Estep 
Score: -22488214.000000 Penalty: 6015.022461
	Iteration 23Q: 3 clusters Score -2.248821e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 147211 members 
Entering Unmasked Estep 
Score: -22489094.000000 Penalty: 6015.022461
	Iteration 24Q: 3 clusters Score -2.248909e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 149429 members 
Entering Unmasked Estep 
Score: -22489670.000000 Penalty: 6015.022461
	Iteration 25Q: 3 clusters Score -2.248967e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 151594 members 
Entering Unmasked Estep 
Score: -22490352.000000 Penalty: 6015.022461
	Iteration 26Q: 3 clusters Score -2.249035e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 153633 members 
Entering Unmasked Estep 
Score: -22490974.000000 Penalty: 6015.022461
	Iteration 27Q: 3 clusters Score -2.249097e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 155635 members 
Entering Unmasked Estep 
Score: -22491428.000000 Penalty: 6015.022461
	Iteration 28Q: 3 clusters Score -2.249143e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 157542 members 
Entering Unmasked Estep 
Score: -22491856.000000 Penalty: 6015.022461
	Iteration 29Q: 3 clusters Score -2.249186e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 159341 members 
Entering Unmasked Estep 
Score: -22492148.000000 Penalty: 6015.022461
	Iteration 30Q: 3 clusters Score -2.249215e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 161048 members 
Entering Unmasked Estep 
Score: -22492414.000000 Penalty: 6015.022461
	Iteration 31Q: 3 clusters Score -2.249241e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 162693 members 
Entering Unmasked Estep 
Score: -22492734.000000 Penalty: 6015.022461
	Iteration 32Q: 3 clusters Score -2.249273e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 164217 members 
Entering Unmasked Estep 
Score: -22493004.000000 Penalty: 6015.022461
	Iteration 33Q: 3 clusters Score -2.2493e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 165674 members 
Entering Unmasked Estep 
Score: -22493322.000000 Penalty: 6015.022461
	Iteration 34Q: 3 clusters Score -2.249332e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 167130 members 
Entering Unmasked Estep 
Score: -22493674.000000 Penalty: 6015.022461
	Iteration 35Q: 3 clusters Score -2.249367e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 168497 members 
Entering Unmasked Estep 
Score: -22493802.000000 Penalty: 6015.022461
	Iteration 36Q: 3 clusters Score -2.24938e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 169782 members 
Entering Unmasked Estep 
Score: -22494020.000000 Penalty: 6015.022461
	Iteration 37Q: 3 clusters Score -2.249402e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 170982 members 
Entering Unmasked Estep 
Score: -22494320.000000 Penalty: 6015.022461
	Iteration 38Q: 3 clusters Score -2.249432e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 172079 members 
Entering Unmasked Estep 
Score: -22494600.000000 Penalty: 6015.022461
	Iteration 39Q: 3 clusters Score -2.24946e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 173094 members 
Entering Unmasked Estep 
Score: -22494752.000000 Penalty: 6015.022461
	Iteration 40F: 3 clusters Score -2.249475e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 173998 members 
Entering Unmasked Estep 
Score: -22494936.000000 Penalty: 6015.022461
	Iteration 41Q: 3 clusters Score -2.249494e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 174821 members 
Entering Unmasked Estep 
Score: -22495034.000000 Penalty: 6015.022461
	Iteration 42Q: 3 clusters Score -2.249503e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 175546 members 
Entering Unmasked Estep 
Score: -22495088.000000 Penalty: 6015.022461
	Iteration 43Q: 3 clusters Score -2.249509e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 176189 members 
Entering Unmasked Estep 
Score: -22495248.000000 Penalty: 6015.022461
	Iteration 44Q: 3 clusters Score -2.249525e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 176801 members 
Entering Unmasked Estep 
Score: -22495282.000000 Penalty: 6015.022461
	Iteration 45Q: 3 clusters Score -2.249528e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 177357 members 
Entering Unmasked Estep 
Score: -22495414.000000 Penalty: 6015.022461
	Iteration 46Q: 3 clusters Score -2.249541e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 177850 members 
Entering Unmasked Estep 
Score: -22495548.000000 Penalty: 6015.022461
	Iteration 47Q: 3 clusters Score -2.249555e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 178254 members 
Entering Unmasked Estep 
Score: -22495664.000000 Penalty: 6015.022461
	Iteration 48Q: 3 clusters Score -2.249566e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 178635 members 
Entering Unmasked Estep 
Score: -22495612.000000 Penalty: 6015.022461
	Iteration 49Q: 3 clusters Score -2.249561e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 178983 members 
Entering Unmasked Estep 
Score: -22495690.000000 Penalty: 6015.022461
	Iteration 50Q: 3 clusters Score -2.249569e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 179308 members 
Entering Unmasked Estep 
Score: -22495796.000000 Penalty: 6015.022461
	Iteration 51Q: 3 clusters Score -2.24958e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 179600 members 
Entering Unmasked Estep 
Score: -22495806.000000 Penalty: 6015.022461
	Iteration 52Q: 3 clusters Score -2.249581e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 179855 members 
Entering Unmasked Estep 
Score: -22495880.000000 Penalty: 6015.022461
	Iteration 53Q: 3 clusters Score -2.249588e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 180052 members 
Entering Unmasked Estep 
Score: -22495948.000000 Penalty: 6015.022461
	Iteration 54Q: 3 clusters Score -2.249595e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 180223 members 
Entering Unmasked Estep 
Score: -22495954.000000 Penalty: 6015.022461
	Iteration 55Q: 3 clusters Score -2.249595e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 180371 members 
Entering Unmasked Estep 
Score: -22496002.000000 Penalty: 6015.022461
	Iteration 56Q: 3 clusters Score -2.2496e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 180519 members 
Entering Unmasked Estep 
Score: -22495990.000000 Penalty: 6015.022461
	Iteration 57Q: 3 clusters Score -2.249599e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 180662 members 
Entering Unmasked Estep 
Score: -22495982.000000 Penalty: 6015.022461
	Iteration 58Q: 3 clusters Score -2.249598e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 180779 members 
Entering Unmasked Estep 
Score: -22495996.000000 Penalty: 6015.022461
	Iteration 59Q: 3 clusters Score -2.2496e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 180882 members 
Entering Unmasked Estep 
Score: -22496028.000000 Penalty: 6015.022461
	Iteration 60F: 3 clusters Score -2.249603e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 180978 members 
Entering Unmasked Estep 
Score: -22496024.000000 Penalty: 6015.022461
	Iteration 61Q: 3 clusters Score -2.249602e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 181061 members 
Entering Unmasked Estep 
Score: -22496002.000000 Penalty: 6015.022461
	Iteration 62Q: 3 clusters Score -2.2496e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 181139 members 
Entering Unmasked Estep 
Score: -22496018.000000 Penalty: 6015.022461
	Iteration 63Q: 3 clusters Score -2.249602e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 181203 members 
Entering Unmasked Estep 
Score: -22496018.000000 Penalty: 6015.022461
	Iteration 64Q: 3 clusters Score -2.249602e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 181269 members 
Entering Unmasked Estep 
Score: -22496030.000000 Penalty: 6015.022461
	Iteration 65Q: 3 clusters Score -2.249603e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 181326 members 
Entering Unmasked Estep 
Score: -22496034.000000 Penalty: 6015.022461
	Iteration 66Q: 3 clusters Score -2.249603e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 181380 members 
Entering Unmasked Estep 
Score: -22496012.000000 Penalty: 6015.022461
	Iteration 67Q: 3 clusters Score -2.249601e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 181425 members 
Entering Unmasked Estep 
Score: -22495974.000000 Penalty: 6015.022461
	Iteration 68Q: 3 clusters Score -2.249597e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 181468 members 
Entering Unmasked Estep 
Score: -22495998.000000 Penalty: 6015.022461
	Iteration 69Q: 3 clusters Score -2.2496e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 181513 members 
Entering Unmasked Estep 
Score: -22495996.000000 Penalty: 6015.022461
	Iteration 70Q: 3 clusters Score -2.2496e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 181559 members 
Entering Unmasked Estep 
Score: -22496018.000000 Penalty: 6015.022461
	Iteration 71Q: 3 clusters Score -2.249602e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 181609 members 
Entering Unmasked Estep 
Score: -22496002.000000 Penalty: 6015.022461
	Iteration 72Q: 3 clusters Score -2.2496e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 181659 members 
Entering Unmasked Estep 
Score: -22495990.000000 Penalty: 6015.022461
	Iteration 73Q: 3 clusters Score -2.249599e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 181707 members 
Entering Unmasked Estep 
Score: -22495982.000000 Penalty: 6015.022461
	Iteration 74Q: 3 clusters Score -2.249598e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 181745 members 
Entering Unmasked Estep 
Score: -22495944.000000 Penalty: 6015.022461
	Iteration 75Q: 3 clusters Score -2.249594e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 181772 members 
Entering Unmasked Estep 
Score: -22495952.000000 Penalty: 6015.022461
	Iteration 76Q: 3 clusters Score -2.249595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 181794 members 
Entering Unmasked Estep 
Score: -22495972.000000 Penalty: 6015.022461
	Iteration 77Q: 3 clusters Score -2.249597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 181813 members 
Entering Unmasked Estep 
Score: -22496008.000000 Penalty: 6015.022461
	Iteration 78Q: 3 clusters Score -2.249601e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 181833 members 
Entering Unmasked Estep 
Score: -22496010.000000 Penalty: 6015.022461
	Iteration 79Q: 3 clusters Score -2.249601e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 181856 members 
Entering Unmasked Estep 
Score: -22496008.000000 Penalty: 6015.022461
	Iteration 80F: 3 clusters Score -2.249601e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 181879 members 
Entering Unmasked Estep 
Score: -22496014.000000 Penalty: 6015.022461
	Iteration 81Q: 3 clusters Score -2.249601e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 181909 members 
Entering Unmasked Estep 
Score: -22496008.000000 Penalty: 6015.022461
	Iteration 82Q: 3 clusters Score -2.249601e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 181941 members 
Entering Unmasked Estep 
Score: -22495986.000000 Penalty: 6015.022461
	Iteration 83Q: 3 clusters Score -2.249599e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 181985 members 
Entering Unmasked Estep 
Score: -22495960.000000 Penalty: 6015.022461
	Iteration 84Q: 3 clusters Score -2.249596e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 182015 members 
Entering Unmasked Estep 
Score: -22495976.000000 Penalty: 6015.022461
	Iteration 85Q: 3 clusters Score -2.249598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 182039 members 
Entering Unmasked Estep 
Score: -22495978.000000 Penalty: 6015.022461
	Iteration 86Q: 3 clusters Score -2.249598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 182063 members 
Entering Unmasked Estep 
Score: -22495974.000000 Penalty: 6015.022461
	Iteration 87Q: 3 clusters Score -2.249597e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 182087 members 
Entering Unmasked Estep 
Score: -22495986.000000 Penalty: 6015.022461
	Iteration 88Q: 3 clusters Score -2.249599e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 182103 members 
Entering Unmasked Estep 
Score: -22495974.000000 Penalty: 6015.022461
	Iteration 89Q: 3 clusters Score -2.249597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 182120 members 
Entering Unmasked Estep 
Score: -22495986.000000 Penalty: 6015.022461
	Iteration 90Q: 3 clusters Score -2.249599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 182135 members 
Entering Unmasked Estep 
Score: -22495988.000000 Penalty: 6015.022461
	Iteration 91Q: 3 clusters Score -2.249599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 182147 members 
Entering Unmasked Estep 
Score: -22495978.000000 Penalty: 6015.022461
	Iteration 92Q: 3 clusters Score -2.249598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 182159 members 
Entering Unmasked Estep 
Score: -22495970.000000 Penalty: 6015.022461
	Iteration 93Q: 3 clusters Score -2.249597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 182167 members 
Entering Unmasked Estep 
Score: -22495986.000000 Penalty: 6015.022461
	Iteration 94Q: 3 clusters Score -2.249599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 182176 members 
Entering Unmasked Estep 
Score: -22495986.000000 Penalty: 6015.022461
	Iteration 95Q: 3 clusters Score -2.249599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 182182 members 
Entering Unmasked Estep 
Score: -22496000.000000 Penalty: 6015.022461
	Iteration 96Q: 3 clusters Score -2.2496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 182188 members 
Entering Unmasked Estep 
Score: -22495988.000000 Penalty: 6015.022461
	Iteration 97Q: 3 clusters Score -2.249599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 182195 members 
Entering Unmasked Estep 
Score: -22496004.000000 Penalty: 6015.022461
	Iteration 98Q: 3 clusters Score -2.2496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 182198 members 
Entering Unmasked Estep 
Score: -22496010.000000 Penalty: 6015.022461
	Iteration 99Q: 3 clusters Score -2.249601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 182201 members 
Entering Unmasked Estep 
Score: -22496006.000000 Penalty: 6015.022461
	Iteration 100F: 3 clusters Score -2.249601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 182203 members 
Entering Unmasked Estep 
Score: -22496006.000000 Penalty: 6015.022461
	Iteration 101Q: 3 clusters Score -2.249601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 182205 members 
Entering Unmasked Estep 
Score: -22496000.000000 Penalty: 6015.022461
	Iteration 102Q: 3 clusters Score -2.2496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 182208 members 
Entering Unmasked Estep 
Score: -22496006.000000 Penalty: 6015.022461
	Iteration 103Q: 3 clusters Score -2.249601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 182210 members 
Entering Unmasked Estep 
Score: -22496018.000000 Penalty: 6015.022461
	Iteration 104Q: 3 clusters Score -2.249602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 182211 members 
Entering Unmasked Estep 
Score: -22496022.000000 Penalty: 6015.022461
	Iteration 105Q: 3 clusters Score -2.249602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 182213 members 
Entering Unmasked Estep 
Score: -22496020.000000 Penalty: 6015.022461
	Iteration 106Q: 3 clusters Score -2.249602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 182214 members 
Entering Unmasked Estep 
Score: -22496012.000000 Penalty: 6015.022461
	Iteration 107Q: 3 clusters Score -2.249601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 182218 members 
Entering Unmasked Estep 
Score: -22496014.000000 Penalty: 6015.022461
	Iteration 108Q: 3 clusters Score -2.249601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 182225 members 
Entering Unmasked Estep 
Score: -22496032.000000 Penalty: 6015.022461
	Iteration 109Q: 3 clusters Score -2.249603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 182227 members 
Entering Unmasked Estep 
Score: -22496016.000000 Penalty: 6015.022461
	Iteration 110Q: 3 clusters Score -2.249602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 182232 members 
Entering Unmasked Estep 
Score: -22496034.000000 Penalty: 6015.022461
	Iteration 111Q: 3 clusters Score -2.249603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 182239 members 
Entering Unmasked Estep 
Score: -22496038.000000 Penalty: 6015.022461
	Iteration 112Q: 3 clusters Score -2.249604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 182246 members 
Entering Unmasked Estep 
Score: -22496036.000000 Penalty: 6015.022461
	Iteration 113Q: 3 clusters Score -2.249604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 182249 members 
Entering Unmasked Estep 
Score: -22496034.000000 Penalty: 6015.022461
	Iteration 114Q: 3 clusters Score -2.249603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 182251 members 
Entering Unmasked Estep 
Score: -22496032.000000 Penalty: 6015.022461
	Iteration 115Q: 3 clusters Score -2.249603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 182253 members 
Entering Unmasked Estep 
Score: -22496036.000000 Penalty: 6015.022461
	Iteration 116Q: 3 clusters Score -2.249604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 182254 members 
Entering Unmasked Estep 
Score: -22496038.000000 Penalty: 6015.022461
	Iteration 117Q: 3 clusters Score -2.249604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 182256 members 
Entering Unmasked Estep 
Score: -22496054.000000 Penalty: 6015.022461
	Iteration 118Q: 3 clusters Score -2.249605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 182257 members 
Entering Unmasked Estep 
Score: -22496056.000000 Penalty: 6015.022461
	Iteration 119Q: 3 clusters Score -2.249606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 182257 members 
Entering Unmasked Estep 
Score: -22496056.000000 Penalty: 6015.022461
	Iteration 120F: 3 clusters Score -2.249606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -62812.621094 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -62812.62 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 323 members 
Entering Unmasked Estep 
Score: -61290.613281 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -61290.61 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61545.160156 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -61545.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61672.816406 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -61672.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61728.945312 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -61728.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61772.851562 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -61772.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61787.644531 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -61787.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61802.656250 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -61802.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61813.425781 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -61813.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61842.484375 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -61842.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61850.359375 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -61850.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61857.441406 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -61857.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61864.703125 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -61864.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61879.402344 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -61879.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61900.078125 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -61900.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61911.476562 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -61911.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -61919.281250 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -61919.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61924.199219 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -61924.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61927.125000 Penalty: 3197.076904
	Iteration 17Q: 3 clusters Score -61927.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61927.125000 Penalty: 3197.076904
	Iteration 18F: 3 clusters Score -61927.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Entering Unmasked Estep 
Score: -468383.062500 Penalty: 2064.916260
	Iteration 0F: 2 clusters Score -468383.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -464410.937500 Penalty: 4129.832520
	Iteration 0F: 3 clusters Score -464410.9 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -465361.406250 Penalty: 4129.832520
	Iteration 1F: 3 clusters Score -465361.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -465640.343750 Penalty: 4129.832520
	Iteration 2F: 3 clusters Score -465640.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -465836.343750 Penalty: 4129.832520
	Iteration 3F: 3 clusters Score -465836.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -466046.468750 Penalty: 4129.832520
	Iteration 4Q: 3 clusters Score -466046.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -466270.968750 Penalty: 4129.832520
	Iteration 5F: 3 clusters Score -466271 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -466431.687500 Penalty: 4129.832520
	Iteration 6Q: 3 clusters Score -466431.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -466578.343750 Penalty: 4129.832520
	Iteration 7Q: 3 clusters Score -466578.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -466747.031250 Penalty: 4129.832520
	Iteration 8Q: 3 clusters Score -466747 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -466917.625000 Penalty: 4129.832520
	Iteration 9Q: 3 clusters Score -466917.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -467043.781250 Penalty: 4129.832520
	Iteration 10Q: 3 clusters Score -467043.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -467122.781250 Penalty: 4129.832520
	Iteration 11Q: 3 clusters Score -467122.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -467176.968750 Penalty: 4129.832520
	Iteration 12Q: 3 clusters Score -467177 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -467217.781250 Penalty: 4129.832520
	Iteration 13Q: 3 clusters Score -467217.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -467247.187500 Penalty: 4129.832520
	Iteration 14Q: 3 clusters Score -467247.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -467267.218750 Penalty: 4129.832520
	Iteration 15Q: 3 clusters Score -467267.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -467278.625000 Penalty: 4129.832520
	Iteration 16Q: 3 clusters Score -467278.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -467284.500000 Penalty: 4129.832520
	Iteration 17Q: 3 clusters Score -467284.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -467292.187500 Penalty: 4129.832520
	Iteration 18Q: 3 clusters Score -467292.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -467296.625000 Penalty: 4129.832520
	Iteration 19Q: 3 clusters Score -467296.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -467303.125000 Penalty: 4129.832520
	Iteration 20F: 3 clusters Score -467303.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -467309.031250 Penalty: 4129.832520
	Iteration 21Q: 3 clusters Score -467309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -467312.750000 Penalty: 4129.832520
	Iteration 22Q: 3 clusters Score -467312.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -467318.906250 Penalty: 4129.832520
	Iteration 23Q: 3 clusters Score -467318.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -467321.593750 Penalty: 4129.832520
	Iteration 24Q: 3 clusters Score -467321.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -467325.312500 Penalty: 4129.832520
	Iteration 25Q: 3 clusters Score -467325.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -467328.250000 Penalty: 4129.832520
	Iteration 26Q: 3 clusters Score -467328.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -467331.187500 Penalty: 4129.832520
	Iteration 27Q: 3 clusters Score -467331.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -467334.000000 Penalty: 4129.832520
	Iteration 28Q: 3 clusters Score -467334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -467335.718750 Penalty: 4129.832520
	Iteration 29Q: 3 clusters Score -467335.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -467335.781250 Penalty: 4129.832520
	Iteration 30Q: 3 clusters Score -467335.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -467337.375000 Penalty: 4129.832520
	Iteration 31Q: 3 clusters Score -467337.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -467338.968750 Penalty: 4129.832520
	Iteration 32Q: 3 clusters Score -467339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -467338.968750 Penalty: 4129.832520
	Iteration 33F: 3 clusters Score -467339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Entering Unmasked Estep 
Score: -302958.968750 Penalty: 1952.652222
	Iteration 0F: 2 clusters Score -302959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -299895.375000 Penalty: 3905.304443
	Iteration 0F: 3 clusters Score -299895.4 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -300522.156250 Penalty: 3905.304443
	Iteration 1F: 3 clusters Score -300522.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -300704.968750 Penalty: 3905.304443
	Iteration 2F: 3 clusters Score -300705 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -300816.593750 Penalty: 3905.304443
	Iteration 3F: 3 clusters Score -300816.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -300896.781250 Penalty: 3905.304443
	Iteration 4Q: 3 clusters Score -300896.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -300956.437500 Penalty: 3905.304443
	Iteration 5Q: 3 clusters Score -300956.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -301009.781250 Penalty: 3905.304443
	Iteration 6Q: 3 clusters Score -301009.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -301044.375000 Penalty: 3905.304443
	Iteration 7Q: 3 clusters Score -301044.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -301071.875000 Penalty: 3905.304443
	Iteration 8Q: 3 clusters Score -301071.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -301095.812500 Penalty: 3905.304443
	Iteration 9Q: 3 clusters Score -301095.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -301116.406250 Penalty: 3905.304443
	Iteration 10Q: 3 clusters Score -301116.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -301130.593750 Penalty: 3905.304443
	Iteration 11Q: 3 clusters Score -301130.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -301140.812500 Penalty: 3905.304443
	Iteration 12Q: 3 clusters Score -301140.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -301148.656250 Penalty: 3905.304443
	Iteration 13Q: 3 clusters Score -301148.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -301159.468750 Penalty: 3905.304443
	Iteration 14Q: 3 clusters Score -301159.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -301165.156250 Penalty: 3905.304443
	Iteration 15Q: 3 clusters Score -301165.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -301168.468750 Penalty: 3905.304443
	Iteration 16Q: 3 clusters Score -301168.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -301171.437500 Penalty: 3905.304443
	Iteration 17Q: 3 clusters Score -301171.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -301174.937500 Penalty: 3905.304443
	Iteration 18Q: 3 clusters Score -301174.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -301177.562500 Penalty: 3905.304443
	Iteration 19Q: 3 clusters Score -301177.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -301181.656250 Penalty: 3905.304443
	Iteration 20F: 3 clusters Score -301181.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -301184.156250 Penalty: 3905.304443
	Iteration 21Q: 3 clusters Score -301184.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -301186.625000 Penalty: 3905.304443
	Iteration 22Q: 3 clusters Score -301186.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -301190.812500 Penalty: 3905.304443
	Iteration 23Q: 3 clusters Score -301190.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -301197.093750 Penalty: 3905.304443
	Iteration 24Q: 3 clusters Score -301197.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -301201.562500 Penalty: 3905.304443
	Iteration 25Q: 3 clusters Score -301201.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -301205.437500 Penalty: 3905.304443
	Iteration 26Q: 3 clusters Score -301205.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -301206.531250 Penalty: 3905.304443
	Iteration 27Q: 3 clusters Score -301206.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -301207.500000 Penalty: 3905.304443
	Iteration 28Q: 3 clusters Score -301207.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -301209.312500 Penalty: 3905.304443
	Iteration 29Q: 3 clusters Score -301209.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -301213.687500 Penalty: 3905.304443
	Iteration 30Q: 3 clusters Score -301213.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -301215.812500 Penalty: 3905.304443
	Iteration 31Q: 3 clusters Score -301215.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -301218.656250 Penalty: 3905.304443
	Iteration 32Q: 3 clusters Score -301218.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -301220.187500 Penalty: 3905.304443
	Iteration 33Q: 3 clusters Score -301220.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -301220.906250 Penalty: 3905.304443
	Iteration 34Q: 3 clusters Score -301220.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -301220.906250 Penalty: 3905.304443
	Iteration 35F: 3 clusters Score -301220.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2610 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 135159 members 
Mstep: Class 5 contains 237241 members 
Mstep: Class 6 contains 4523 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 48955 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 14035 members 
Mstep: Class 13 contains 175569 members 
Mstep: Class 14 contains 184806 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 4131 members 
Mstep: Class 17 contains 2627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297944.000000 Penalty: 57676.941406
Iteration 159Q: 18 clusters Score -1.042979e+08 nChanged 17655
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 133080 members 
Mstep: Class 5 contains 238639 members 
Mstep: Class 6 contains 4533 members 
Mstep: Class 7 contains 1489 members 
Mstep: Class 8 contains 48976 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 14097 members 
Mstep: Class 11 contains 57251 members 
Mstep: Class 12 contains 704 members 
Mstep: Class 13 contains 176868 members 
Mstep: Class 14 contains 186260 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 4027 members 
Mstep: Class 17 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301328.000000 Penalty: 57676.941406
Iteration 160F: 18 clusters Score -1.043013e+08 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2625 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 131186 members 
Mstep: Class 5 contains 238292 members 
Mstep: Class 6 contains 4525 members 
Mstep: Class 7 contains 1556 members 
Mstep: Class 8 contains 49016 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 58254 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 13 contains 177302 members 
Mstep: Class 14 contains 186969 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 3974 members 
Mstep: Class 17 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301888.000000 Penalty: 57676.941406
Iteration 161Q: 18 clusters Score -1.043019e+08 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 129702 members 
Mstep: Class 5 contains 237996 members 
Mstep: Class 6 contains 4516 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 49018 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 14189 members 
Mstep: Class 11 contains 58942 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 177657 members 
Mstep: Class 14 contains 187633 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3943 members 
Mstep: Class 17 contains 2624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302344.000000 Penalty: 57676.941406
Iteration 162Q: 18 clusters Score -1.043023e+08 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 128719 members 
Mstep: Class 5 contains 237651 members 
Mstep: Class 6 contains 4508 members 
Mstep: Class 7 contains 1649 members 
Mstep: Class 8 contains 48992 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 14253 members 
Mstep: Class 11 contains 59456 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 177897 members 
Mstep: Class 14 contains 188154 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 3918 members 
Mstep: Class 17 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302744.000000 Penalty: 57676.941406
Iteration 163Q: 18 clusters Score -1.043027e+08 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 127961 members 
Mstep: Class 5 contains 237290 members 
Mstep: Class 6 contains 4504 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 48961 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 14317 members 
Mstep: Class 11 contains 59921 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 178085 members 
Mstep: Class 14 contains 188577 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 2620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303096.000000 Penalty: 57676.941406
Iteration 164Q: 18 clusters Score -1.043031e+08 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2631 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 127357 members 
Mstep: Class 5 contains 236969 members 
Mstep: Class 6 contains 4506 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 48925 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 14364 members 
Mstep: Class 11 contains 60319 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 178279 members 
Mstep: Class 14 contains 188882 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 3863 members 
Mstep: Class 17 contains 2618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302720.000000 Penalty: 57676.941406
Iteration 165Q: 18 clusters Score -1.043027e+08 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2636 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 126883 members 
Mstep: Class 5 contains 236704 members 
Mstep: Class 6 contains 4503 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 48899 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 14422 members 
Mstep: Class 11 contains 60666 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 178416 members 
Mstep: Class 14 contains 189098 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302680.000000 Penalty: 57676.941406
Iteration 166Q: 18 clusters Score -1.043027e+08 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 126592 members 
Mstep: Class 5 contains 236383 members 
Mstep: Class 6 contains 4503 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 48868 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 60969 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 178474 members 
Mstep: Class 14 contains 189316 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 3800 members 
Mstep: Class 17 contains 2618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303224.000000 Penalty: 57676.941406
Iteration 167Q: 18 clusters Score -1.043032e+08 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 126447 members 
Mstep: Class 5 contains 236081 members 
Mstep: Class 6 contains 4497 members 
Mstep: Class 7 contains 1797 members 
Mstep: Class 8 contains 48828 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 14533 members 
Mstep: Class 11 contains 61221 members 
Mstep: Class 12 contains 794 members 
Mstep: Class 13 contains 178502 members 
Mstep: Class 14 contains 189472 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 3780 members 
Mstep: Class 17 contains 2618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303040.000000 Penalty: 57676.941406
Iteration 168Q: 18 clusters Score -1.04303e+08 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 126423 members 
Mstep: Class 5 contains 235736 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 48790 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 14588 members 
Mstep: Class 11 contains 61471 members 
Mstep: Class 12 contains 796 members 
Mstep: Class 13 contains 178529 members 
Mstep: Class 14 contains 189542 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 3767 members 
Mstep: Class 17 contains 2618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303056.000000 Penalty: 57676.941406
Iteration 169Q: 18 clusters Score -1.043031e+08 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 126459 members 
Mstep: Class 5 contains 235378 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1824 members 
Mstep: Class 8 contains 48759 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 14641 members 
Mstep: Class 11 contains 61677 members 
Mstep: Class 12 contains 794 members 
Mstep: Class 13 contains 178555 members 
Mstep: Class 14 contains 189606 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 3765 members 
Mstep: Class 17 contains 2617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303120.000000 Penalty: 57676.941406
Iteration 170Q: 18 clusters Score -1.043031e+08 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2652 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 126489 members 
Mstep: Class 5 contains 235056 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1824 members 
Mstep: Class 8 contains 48728 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 14711 members 
Mstep: Class 11 contains 61857 members 
Mstep: Class 12 contains 796 members 
Mstep: Class 13 contains 178622 members 
Mstep: Class 14 contains 189611 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 3761 members 
Mstep: Class 17 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303232.000000 Penalty: 57676.941406
Iteration 171Q: 18 clusters Score -1.043032e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2654 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 126574 members 
Mstep: Class 5 contains 234759 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 1826 members 
Mstep: Class 8 contains 48709 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 14768 members 
Mstep: Class 11 contains 62005 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 178669 members 
Mstep: Class 14 contains 189581 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 3760 members 
Mstep: Class 17 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303352.000000 Penalty: 57676.941406
Iteration 172Q: 18 clusters Score -1.043034e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2656 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 126716 members 
Mstep: Class 5 contains 234467 members 
Mstep: Class 6 contains 4500 members 
Mstep: Class 7 contains 1829 members 
Mstep: Class 8 contains 48694 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 14818 members 
Mstep: Class 11 contains 62146 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 178712 members 
Mstep: Class 14 contains 189509 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 3756 members 
Mstep: Class 17 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303312.000000 Penalty: 57676.941406
Iteration 173Q: 18 clusters Score -1.043033e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 126835 members 
Mstep: Class 5 contains 234227 members 
Mstep: Class 6 contains 4500 members 
Mstep: Class 7 contains 1832 members 
Mstep: Class 8 contains 48674 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 14879 members 
Mstep: Class 11 contains 62251 members 
Mstep: Class 12 contains 796 members 
Mstep: Class 13 contains 178759 members 
Mstep: Class 14 contains 189434 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 2615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303184.000000 Penalty: 57676.941406
Iteration 174Q: 18 clusters Score -1.043032e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2656 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 126965 members 
Mstep: Class 5 contains 234002 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 1837 members 
Mstep: Class 8 contains 48651 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 14936 members 
Mstep: Class 11 contains 62329 members 
Mstep: Class 12 contains 796 members 
Mstep: Class 13 contains 178813 members 
Mstep: Class 14 contains 189365 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303304.000000 Penalty: 57676.941406
Iteration 175Q: 18 clusters Score -1.043033e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 127119 members 
Mstep: Class 5 contains 233824 members 
Mstep: Class 6 contains 4497 members 
Mstep: Class 7 contains 1845 members 
Mstep: Class 8 contains 48638 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 14989 members 
Mstep: Class 11 contains 62386 members 
Mstep: Class 12 contains 795 members 
Mstep: Class 13 contains 178822 members 
Mstep: Class 14 contains 189281 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3749 members 
Mstep: Class 17 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303360.000000 Penalty: 57676.941406
Iteration 176Q: 18 clusters Score -1.043034e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2659 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 127298 members 
Mstep: Class 5 contains 233661 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 1846 members 
Mstep: Class 8 contains 48617 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15028 members 
Mstep: Class 11 contains 62435 members 
Mstep: Class 12 contains 796 members 
Mstep: Class 13 contains 178819 members 
Mstep: Class 14 contains 189198 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 17 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303272.000000 Penalty: 57676.941406
Iteration 177Q: 18 clusters Score -1.043033e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 127480 members 
Mstep: Class 5 contains 233485 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 48599 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15061 members 
Mstep: Class 11 contains 62469 members 
Mstep: Class 12 contains 796 members 
Mstep: Class 13 contains 178860 members 
Mstep: Class 14 contains 189107 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303208.000000 Penalty: 57676.941406
Iteration 178Q: 18 clusters Score -1.043032e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 127689 members 
Mstep: Class 5 contains 233289 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 8 contains 48575 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15108 members 
Mstep: Class 11 contains 62496 members 
Mstep: Class 12 contains 795 members 
Mstep: Class 13 contains 178892 members 
Mstep: Class 14 contains 189011 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303200.000000 Penalty: 57676.941406
Iteration 179Q: 18 clusters Score -1.043032e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2663 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 127877 members 
Mstep: Class 5 contains 233154 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 1854 members 
Mstep: Class 8 contains 48553 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15145 members 
Mstep: Class 11 contains 62513 members 
Mstep: Class 12 contains 794 members 
Mstep: Class 13 contains 178935 members 
Mstep: Class 14 contains 188885 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 2613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303128.000000 Penalty: 57676.941406
Iteration 180F: 18 clusters Score -1.043031e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 128070 members 
Mstep: Class 5 contains 233059 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1856 members 
Mstep: Class 8 contains 48528 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15168 members 
Mstep: Class 11 contains 62526 members 
Mstep: Class 12 contains 796 members 
Mstep: Class 13 contains 178944 members 
Mstep: Class 14 contains 188764 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303104.000000 Penalty: 57676.941406
Iteration 181Q: 18 clusters Score -1.043031e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2663 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 128266 members 
Mstep: Class 5 contains 232966 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1859 members 
Mstep: Class 8 contains 48505 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15190 members 
Mstep: Class 11 contains 62539 members 
Mstep: Class 12 contains 794 members 
Mstep: Class 13 contains 178939 members 
Mstep: Class 14 contains 188652 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303432.000000 Penalty: 57676.941406
Iteration 182Q: 18 clusters Score -1.043034e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 128445 members 
Mstep: Class 5 contains 232852 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1861 members 
Mstep: Class 8 contains 48490 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15221 members 
Mstep: Class 11 contains 62554 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 178935 members 
Mstep: Class 14 contains 188556 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303296.000000 Penalty: 57676.941406
Iteration 183Q: 18 clusters Score -1.043033e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 128626 members 
Mstep: Class 5 contains 232774 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 48467 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15251 members 
Mstep: Class 11 contains 62559 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 178928 members 
Mstep: Class 14 contains 188446 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303352.000000 Penalty: 57676.941406
Iteration 184Q: 18 clusters Score -1.043034e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2666 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 128816 members 
Mstep: Class 5 contains 232711 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1868 members 
Mstep: Class 8 contains 48451 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15283 members 
Mstep: Class 11 contains 62560 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 178889 members 
Mstep: Class 14 contains 188340 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303544.000000 Penalty: 57676.941406
Iteration 185Q: 18 clusters Score -1.043035e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 129036 members 
Mstep: Class 5 contains 232623 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 1869 members 
Mstep: Class 8 contains 48440 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15324 members 
Mstep: Class 11 contains 62565 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 178815 members 
Mstep: Class 14 contains 188247 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303752.000000 Penalty: 57676.941406
Iteration 186Q: 18 clusters Score -1.043038e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 129278 members 
Mstep: Class 5 contains 232544 members 
Mstep: Class 6 contains 4495 members 
Mstep: Class 7 contains 1869 members 
Mstep: Class 8 contains 48424 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15347 members 
Mstep: Class 11 contains 62571 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 178756 members 
Mstep: Class 14 contains 188126 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303760.000000 Penalty: 57676.941406
Iteration 187Q: 18 clusters Score -1.043038e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 129493 members 
Mstep: Class 5 contains 232463 members 
Mstep: Class 6 contains 4496 members 
Mstep: Class 7 contains 1869 members 
Mstep: Class 8 contains 48420 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15380 members 
Mstep: Class 11 contains 62574 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 178689 members 
Mstep: Class 14 contains 188026 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303872.000000 Penalty: 57676.941406
Iteration 188Q: 18 clusters Score -1.043039e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 129683 members 
Mstep: Class 5 contains 232417 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 1869 members 
Mstep: Class 8 contains 48410 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15419 members 
Mstep: Class 11 contains 62572 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 178619 members 
Mstep: Class 14 contains 187923 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303800.000000 Penalty: 57676.941406
Iteration 189Q: 18 clusters Score -1.043038e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 129878 members 
Mstep: Class 5 contains 232370 members 
Mstep: Class 6 contains 4497 members 
Mstep: Class 7 contains 1869 members 
Mstep: Class 8 contains 48403 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15450 members 
Mstep: Class 11 contains 62574 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 178560 members 
Mstep: Class 14 contains 187809 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303832.000000 Penalty: 57676.941406
Iteration 190Q: 18 clusters Score -1.043038e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 130068 members 
Mstep: Class 5 contains 232356 members 
Mstep: Class 6 contains 4497 members 
Mstep: Class 7 contains 1869 members 
Mstep: Class 8 contains 48397 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15478 members 
Mstep: Class 11 contains 62574 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 178484 members 
Mstep: Class 14 contains 187686 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303912.000000 Penalty: 57676.941406
Iteration 191Q: 18 clusters Score -1.043039e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 130266 members 
Mstep: Class 5 contains 232349 members 
Mstep: Class 6 contains 4496 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48390 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15508 members 
Mstep: Class 11 contains 62574 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 178419 members 
Mstep: Class 14 contains 187538 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303696.000000 Penalty: 57676.941406
Iteration 192Q: 18 clusters Score -1.043037e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 130468 members 
Mstep: Class 5 contains 232354 members 
Mstep: Class 6 contains 4496 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48375 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15532 members 
Mstep: Class 11 contains 62575 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 178360 members 
Mstep: Class 14 contains 187381 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303728.000000 Penalty: 57676.941406
Iteration 193Q: 18 clusters Score -1.043037e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 130669 members 
Mstep: Class 5 contains 232353 members 
Mstep: Class 6 contains 4495 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48360 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15559 members 
Mstep: Class 11 contains 62571 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 178299 members 
Mstep: Class 14 contains 187235 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303720.000000 Penalty: 57676.941406
Iteration 194Q: 18 clusters Score -1.043037e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 130872 members 
Mstep: Class 5 contains 232345 members 
Mstep: Class 6 contains 4495 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48353 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15575 members 
Mstep: Class 11 contains 62573 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 178254 members 
Mstep: Class 14 contains 187073 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304008.000000 Penalty: 57676.941406
Iteration 195Q: 18 clusters Score -1.04304e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 131033 members 
Mstep: Class 5 contains 232364 members 
Mstep: Class 6 contains 4497 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48345 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15586 members 
Mstep: Class 11 contains 62570 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 178209 members 
Mstep: Class 14 contains 186936 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304040.000000 Penalty: 57676.941406
Iteration 196Q: 18 clusters Score -1.04304e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 131199 members 
Mstep: Class 5 contains 232407 members 
Mstep: Class 6 contains 4497 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48337 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15598 members 
Mstep: Class 11 contains 62569 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 178162 members 
Mstep: Class 14 contains 186771 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303984.000000 Penalty: 57676.941406
Iteration 197Q: 18 clusters Score -1.04304e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 131347 members 
Mstep: Class 5 contains 232464 members 
Mstep: Class 6 contains 4497 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48337 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15617 members 
Mstep: Class 11 contains 62569 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 178092 members 
Mstep: Class 14 contains 186617 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303960.000000 Penalty: 57676.941406
Iteration 198Q: 18 clusters Score -1.04304e+08 nChanged 465
Entering ConstructFrom: 
Score: -104303960.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -89151.515625 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -89151.52 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 400 members 
Entering Unmasked Estep 
Score: -87330.312500 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -87330.31 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87613.695312 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -87613.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -87740.546875 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -87740.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -87828.648438 Penalty: 3361.147461
	Iteration 3Q: 3 clusters Score -87828.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87877.367188 Penalty: 3361.147461
	Iteration 4Q: 3 clusters Score -87877.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -87906.875000 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -87906.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87940.031250 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -87940.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87977.906250 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -87977.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87996.757812 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -87996.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88013.726562 Penalty: 3361.147461
	Iteration 9Q: 3 clusters Score -88013.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88024.093750 Penalty: 3361.147461
	Iteration 10Q: 3 clusters Score -88024.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88028.296875 Penalty: 3361.147461
	Iteration 11Q: 3 clusters Score -88028.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88038.437500 Penalty: 3361.147461
	Iteration 12Q: 3 clusters Score -88038.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88041.500000 Penalty: 3361.147461
	Iteration 13Q: 3 clusters Score -88041.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -88043.210938 Penalty: 3361.147461
	Iteration 14Q: 3 clusters Score -88043.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88048.359375 Penalty: 3361.147461
	Iteration 15Q: 3 clusters Score -88048.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -88056.828125 Penalty: 3361.147461
	Iteration 16Q: 3 clusters Score -88056.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88059.750000 Penalty: 3361.147461
	Iteration 17Q: 3 clusters Score -88059.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88062.398438 Penalty: 3361.147461
	Iteration 18Q: 3 clusters Score -88062.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88064.312500 Penalty: 3361.147461
	Iteration 19Q: 3 clusters Score -88064.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88064.312500 Penalty: 3361.147461
	Iteration 20F: 3 clusters Score -88064.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Entering Unmasked Estep 
Score: -290957.031250 Penalty: 1956.492920
	Iteration 0F: 2 clusters Score -290957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -287871.906250 Penalty: 3912.985840
	Iteration 0F: 3 clusters Score -287871.9 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -288526.281250 Penalty: 3912.985840
	Iteration 1F: 3 clusters Score -288526.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -288731.000000 Penalty: 3912.985840
	Iteration 2F: 3 clusters Score -288731 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -288877.187500 Penalty: 3912.985840
	Iteration 3F: 3 clusters Score -288877.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -288995.531250 Penalty: 3912.985840
	Iteration 4F: 3 clusters Score -288995.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -289076.250000 Penalty: 3912.985840
	Iteration 5Q: 3 clusters Score -289076.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -289146.968750 Penalty: 3912.985840
	Iteration 6Q: 3 clusters Score -289147 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -289215.250000 Penalty: 3912.985840
	Iteration 7Q: 3 clusters Score -289215.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -289276.062500 Penalty: 3912.985840
	Iteration 8Q: 3 clusters Score -289276.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -289342.437500 Penalty: 3912.985840
	Iteration 9Q: 3 clusters Score -289342.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -289408.375000 Penalty: 3912.985840
	Iteration 10Q: 3 clusters Score -289408.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -289460.875000 Penalty: 3912.985840
	Iteration 11Q: 3 clusters Score -289460.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -289497.406250 Penalty: 3912.985840
	Iteration 12Q: 3 clusters Score -289497.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -289519.531250 Penalty: 3912.985840
	Iteration 13Q: 3 clusters Score -289519.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -289539.875000 Penalty: 3912.985840
	Iteration 14Q: 3 clusters Score -289539.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -289558.375000 Penalty: 3912.985840
	Iteration 15Q: 3 clusters Score -289558.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -289570.718750 Penalty: 3912.985840
	Iteration 16Q: 3 clusters Score -289570.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -289576.593750 Penalty: 3912.985840
	Iteration 17Q: 3 clusters Score -289576.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -289582.500000 Penalty: 3912.985840
	Iteration 18Q: 3 clusters Score -289582.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -289587.937500 Penalty: 3912.985840
	Iteration 19Q: 3 clusters Score -289587.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -289592.656250 Penalty: 3912.985840
	Iteration 20F: 3 clusters Score -289592.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -289597.875000 Penalty: 3912.985840
	Iteration 21Q: 3 clusters Score -289597.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -289602.218750 Penalty: 3912.985840
	Iteration 22Q: 3 clusters Score -289602.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -289603.500000 Penalty: 3912.985840
	Iteration 23Q: 3 clusters Score -289603.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -289604.812500 Penalty: 3912.985840
	Iteration 24Q: 3 clusters Score -289604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -289605.875000 Penalty: 3912.985840
	Iteration 25Q: 3 clusters Score -289605.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -289605.875000 Penalty: 3912.985840
	Iteration 26F: 3 clusters Score -289605.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -33947.292969 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -33947.29 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 205 members 
Entering Unmasked Estep 
Score: -32669.853516 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -32669.85 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32987.214844 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -32987.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33219.589844 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -33219.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33374.515625 Penalty: 2992.410889
	Iteration 3F: 3 clusters Score -33374.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33455.144531 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -33455.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33501.542969 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -33501.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33554.242188 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -33554.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33584.070312 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -33584.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33646.246094 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -33646.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33687.960938 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -33687.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33707.199219 Penalty: 2992.410889
	Iteration 10Q: 3 clusters Score -33707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33716.437500 Penalty: 2992.410889
	Iteration 11Q: 3 clusters Score -33716.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33718.707031 Penalty: 2992.410889
	Iteration 12Q: 3 clusters Score -33718.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33718.707031 Penalty: 2992.410889
	Iteration 13F: 3 clusters Score -33718.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (131497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131497 members 
Entering Unmasked Estep 
Score: -16032077.000000 Penalty: 2923.111328
	Iteration 0F: 2 clusters Score -1.603208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65935 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -15944015.000000 Penalty: 5846.222656
	Iteration 0F: 3 clusters Score -1.594402e+07 nChanged 62590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -15980172.000000 Penalty: 5846.222656
	Iteration 1F: 3 clusters Score -1.598017e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 63612 members 
Entering Unmasked Estep 
Score: -15981028.000000 Penalty: 5846.222656
	Iteration 2Q: 3 clusters Score -1.598103e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69090 members 
Mstep: Class 2 contains 62407 members 
Entering Unmasked Estep 
Score: -15982122.000000 Penalty: 5846.222656
	Iteration 3Q: 3 clusters Score -1.598212e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -15983317.000000 Penalty: 5846.222656
	Iteration 4Q: 3 clusters Score -1.598332e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73331 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -15985056.000000 Penalty: 5846.222656
	Iteration 5Q: 3 clusters Score -1.598506e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76895 members 
Mstep: Class 2 contains 54602 members 
Entering Unmasked Estep 
Score: -15987806.000000 Penalty: 5846.222656
	Iteration 6Q: 3 clusters Score -1.598781e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -15991827.000000 Penalty: 5846.222656
	Iteration 7Q: 3 clusters Score -1.599183e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87404 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -15997147.000000 Penalty: 5846.222656
	Iteration 8F: 3 clusters Score -1.599715e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -16003375.000000 Penalty: 5846.222656
	Iteration 9F: 3 clusters Score -1.600338e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99339 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -16008909.000000 Penalty: 5846.222656
	Iteration 10F: 3 clusters Score -1.600891e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104048 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -16013308.000000 Penalty: 5846.222656
	Iteration 11Q: 3 clusters Score -1.601331e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107863 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -16016480.000000 Penalty: 5846.222656
	Iteration 12Q: 3 clusters Score -1.601648e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110998 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -16018874.000000 Penalty: 5846.222656
	Iteration 13Q: 3 clusters Score -1.601887e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113771 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -16020567.000000 Penalty: 5846.222656
	Iteration 14Q: 3 clusters Score -1.602057e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116339 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -16021997.000000 Penalty: 5846.222656
	Iteration 15Q: 3 clusters Score -1.6022e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118760 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -16023181.000000 Penalty: 5846.222656
	Iteration 16Q: 3 clusters Score -1.602318e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120928 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -16024401.000000 Penalty: 5846.222656
	Iteration 17Q: 3 clusters Score -1.60244e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122860 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -16025428.000000 Penalty: 5846.222656
	Iteration 18Q: 3 clusters Score -1.602543e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124525 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -16026331.000000 Penalty: 5846.222656
	Iteration 19Q: 3 clusters Score -1.602633e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125912 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -16027113.000000 Penalty: 5846.222656
	Iteration 20F: 3 clusters Score -1.602711e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127013 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -16027687.000000 Penalty: 5846.222656
	Iteration 21Q: 3 clusters Score -1.602769e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127835 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -16028159.000000 Penalty: 5846.222656
	Iteration 22Q: 3 clusters Score -1.602816e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128504 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -16028505.000000 Penalty: 5846.222656
	Iteration 23Q: 3 clusters Score -1.60285e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129008 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -16028772.000000 Penalty: 5846.222656
	Iteration 24Q: 3 clusters Score -1.602877e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129345 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -16028924.000000 Penalty: 5846.222656
	Iteration 25Q: 3 clusters Score -1.602892e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129603 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -16029077.000000 Penalty: 5846.222656
	Iteration 26Q: 3 clusters Score -1.602908e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129803 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -16029199.000000 Penalty: 5846.222656
	Iteration 27Q: 3 clusters Score -1.60292e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129956 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -16029289.000000 Penalty: 5846.222656
	Iteration 28Q: 3 clusters Score -1.602929e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130071 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -16029327.000000 Penalty: 5846.222656
	Iteration 29Q: 3 clusters Score -1.602933e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130147 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -16029357.000000 Penalty: 5846.222656
	Iteration 30Q: 3 clusters Score -1.602936e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130227 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -16029393.000000 Penalty: 5846.222656
	Iteration 31Q: 3 clusters Score -1.602939e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130284 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -16029436.000000 Penalty: 5846.222656
	Iteration 32Q: 3 clusters Score -1.602944e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130330 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -16029453.000000 Penalty: 5846.222656
	Iteration 33Q: 3 clusters Score -1.602945e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130374 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -16029470.000000 Penalty: 5846.222656
	Iteration 34Q: 3 clusters Score -1.602947e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130408 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -16029510.000000 Penalty: 5846.222656
	Iteration 35Q: 3 clusters Score -1.602951e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130438 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -16029539.000000 Penalty: 5846.222656
	Iteration 36Q: 3 clusters Score -1.602954e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130467 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -16029562.000000 Penalty: 5846.222656
	Iteration 37Q: 3 clusters Score -1.602956e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130503 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -16029559.000000 Penalty: 5846.222656
	Iteration 38Q: 3 clusters Score -1.602956e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130528 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -16029580.000000 Penalty: 5846.222656
	Iteration 39Q: 3 clusters Score -1.602958e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130550 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -16029579.000000 Penalty: 5846.222656
	Iteration 40F: 3 clusters Score -1.602958e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130568 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -16029597.000000 Penalty: 5846.222656
	Iteration 41Q: 3 clusters Score -1.60296e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130584 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -16029599.000000 Penalty: 5846.222656
	Iteration 42Q: 3 clusters Score -1.60296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130595 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -16029605.000000 Penalty: 5846.222656
	Iteration 43Q: 3 clusters Score -1.60296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130608 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -16029622.000000 Penalty: 5846.222656
	Iteration 44Q: 3 clusters Score -1.602962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130613 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -16029638.000000 Penalty: 5846.222656
	Iteration 45Q: 3 clusters Score -1.602964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130619 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -16029643.000000 Penalty: 5846.222656
	Iteration 46Q: 3 clusters Score -1.602964e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130633 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -16029655.000000 Penalty: 5846.222656
	Iteration 47Q: 3 clusters Score -1.602966e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130645 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -16029667.000000 Penalty: 5846.222656
	Iteration 48Q: 3 clusters Score -1.602967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130660 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -16029682.000000 Penalty: 5846.222656
	Iteration 49Q: 3 clusters Score -1.602968e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130665 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -16029672.000000 Penalty: 5846.222656
	Iteration 50Q: 3 clusters Score -1.602967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130675 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -16029697.000000 Penalty: 5846.222656
	Iteration 51Q: 3 clusters Score -1.60297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130682 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -16029705.000000 Penalty: 5846.222656
	Iteration 52Q: 3 clusters Score -1.60297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130682 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -16029702.000000 Penalty: 5846.222656
	Iteration 53Q: 3 clusters Score -1.60297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130686 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -16029714.000000 Penalty: 5846.222656
	Iteration 54Q: 3 clusters Score -1.602971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130690 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -16029713.000000 Penalty: 5846.222656
	Iteration 55Q: 3 clusters Score -1.602971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130694 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -16029706.000000 Penalty: 5846.222656
	Iteration 56Q: 3 clusters Score -1.602971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130697 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -16029707.000000 Penalty: 5846.222656
	Iteration 57Q: 3 clusters Score -1.602971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130700 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -16029707.000000 Penalty: 5846.222656
	Iteration 58Q: 3 clusters Score -1.602971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130704 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -16029718.000000 Penalty: 5846.222656
	Iteration 59Q: 3 clusters Score -1.602972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130706 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -16029714.000000 Penalty: 5846.222656
	Iteration 60F: 3 clusters Score -1.602971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (232502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232502 members 
Entering Unmasked Estep 
Score: -28139764.000000 Penalty: 3064.450195
	Iteration 0F: 2 clusters Score -2.813976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116306 members 
Mstep: Class 2 contains 116196 members 
Entering Unmasked Estep 
Score: -27988526.000000 Penalty: 6128.900391
	Iteration 0F: 3 clusters Score -2.798853e+07 nChanged 112443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118105 members 
Mstep: Class 2 contains 114397 members 
Entering Unmasked Estep 
Score: -28054970.000000 Penalty: 6128.900391
	Iteration 1F: 3 clusters Score -2.805497e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118945 members 
Mstep: Class 2 contains 113557 members 
Entering Unmasked Estep 
Score: -28056824.000000 Penalty: 6128.900391
	Iteration 2Q: 3 clusters Score -2.805682e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120238 members 
Mstep: Class 2 contains 112264 members 
Entering Unmasked Estep 
Score: -28059590.000000 Penalty: 6128.900391
	Iteration 3Q: 3 clusters Score -2.805959e+07 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122332 members 
Mstep: Class 2 contains 110170 members 
Entering Unmasked Estep 
Score: -28064076.000000 Penalty: 6128.900391
	Iteration 4Q: 3 clusters Score -2.806408e+07 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125455 members 
Mstep: Class 2 contains 107047 members 
Entering Unmasked Estep 
Score: -28070722.000000 Penalty: 6128.900391
	Iteration 5F: 3 clusters Score -2.807072e+07 nChanged 14313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129778 members 
Mstep: Class 2 contains 102724 members 
Entering Unmasked Estep 
Score: -28080342.000000 Penalty: 6128.900391
	Iteration 6F: 3 clusters Score -2.808034e+07 nChanged 15849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134541 members 
Mstep: Class 2 contains 97961 members 
Entering Unmasked Estep 
Score: -28092426.000000 Penalty: 6128.900391
	Iteration 7F: 3 clusters Score -2.809243e+07 nChanged 15434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138543 members 
Mstep: Class 2 contains 93959 members 
Entering Unmasked Estep 
Score: -28103458.000000 Penalty: 6128.900391
	Iteration 8F: 3 clusters Score -2.810346e+07 nChanged 12177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141174 members 
Mstep: Class 2 contains 91328 members 
Entering Unmasked Estep 
Score: -28109510.000000 Penalty: 6128.900391
	Iteration 9F: 3 clusters Score -2.810951e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143249 members 
Mstep: Class 2 contains 89253 members 
Entering Unmasked Estep 
Score: -28111718.000000 Penalty: 6128.900391
	Iteration 10Q: 3 clusters Score -2.811172e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145380 members 
Mstep: Class 2 contains 87122 members 
Entering Unmasked Estep 
Score: -28112862.000000 Penalty: 6128.900391
	Iteration 11Q: 3 clusters Score -2.811286e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147646 members 
Mstep: Class 2 contains 84856 members 
Entering Unmasked Estep 
Score: -28113732.000000 Penalty: 6128.900391
	Iteration 12Q: 3 clusters Score -2.811373e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150041 members 
Mstep: Class 2 contains 82461 members 
Entering Unmasked Estep 
Score: -28114582.000000 Penalty: 6128.900391
	Iteration 13Q: 3 clusters Score -2.811458e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152520 members 
Mstep: Class 2 contains 79982 members 
Entering Unmasked Estep 
Score: -28115488.000000 Penalty: 6128.900391
	Iteration 14Q: 3 clusters Score -2.811549e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155130 members 
Mstep: Class 2 contains 77372 members 
Entering Unmasked Estep 
Score: -28116294.000000 Penalty: 6128.900391
	Iteration 15Q: 3 clusters Score -2.811629e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157805 members 
Mstep: Class 2 contains 74697 members 
Entering Unmasked Estep 
Score: -28117308.000000 Penalty: 6128.900391
	Iteration 16Q: 3 clusters Score -2.811731e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160575 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -28118196.000000 Penalty: 6128.900391
	Iteration 17Q: 3 clusters Score -2.81182e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163397 members 
Mstep: Class 2 contains 69105 members 
Entering Unmasked Estep 
Score: -28119116.000000 Penalty: 6128.900391
	Iteration 18Q: 3 clusters Score -2.811912e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166366 members 
Mstep: Class 2 contains 66136 members 
Entering Unmasked Estep 
Score: -28120112.000000 Penalty: 6128.900391
	Iteration 19Q: 3 clusters Score -2.812011e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169482 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
Score: -28121192.000000 Penalty: 6128.900391
	Iteration 20F: 3 clusters Score -2.812119e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172693 members 
Mstep: Class 2 contains 59809 members 
Entering Unmasked Estep 
Score: -28122464.000000 Penalty: 6128.900391
	Iteration 21Q: 3 clusters Score -2.812246e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175906 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -28123982.000000 Penalty: 6128.900391
	Iteration 22Q: 3 clusters Score -2.812398e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179101 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -28125252.000000 Penalty: 6128.900391
	Iteration 23Q: 3 clusters Score -2.812525e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182199 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -28126580.000000 Penalty: 6128.900391
	Iteration 24Q: 3 clusters Score -2.812658e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185081 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -28127894.000000 Penalty: 6128.900391
	Iteration 25Q: 3 clusters Score -2.812789e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187960 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -28129196.000000 Penalty: 6128.900391
	Iteration 26Q: 3 clusters Score -2.81292e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190885 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -28130280.000000 Penalty: 6128.900391
	Iteration 27Q: 3 clusters Score -2.813028e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193734 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -28131226.000000 Penalty: 6128.900391
	Iteration 28Q: 3 clusters Score -2.813123e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196489 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -28132260.000000 Penalty: 6128.900391
	Iteration 29Q: 3 clusters Score -2.813226e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199159 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -28132844.000000 Penalty: 6128.900391
	Iteration 30Q: 3 clusters Score -2.813284e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201736 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -28133576.000000 Penalty: 6128.900391
	Iteration 31Q: 3 clusters Score -2.813358e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204212 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -28134052.000000 Penalty: 6128.900391
	Iteration 32Q: 3 clusters Score -2.813405e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206622 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -28134466.000000 Penalty: 6128.900391
	Iteration 33Q: 3 clusters Score -2.813447e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208997 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -28134884.000000 Penalty: 6128.900391
	Iteration 34Q: 3 clusters Score -2.813488e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211212 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -28135246.000000 Penalty: 6128.900391
	Iteration 35Q: 3 clusters Score -2.813525e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213235 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -28135516.000000 Penalty: 6128.900391
	Iteration 36Q: 3 clusters Score -2.813552e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215103 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -28135802.000000 Penalty: 6128.900391
	Iteration 37Q: 3 clusters Score -2.81358e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216758 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -28136000.000000 Penalty: 6128.900391
	Iteration 38Q: 3 clusters Score -2.8136e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218185 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -28136274.000000 Penalty: 6128.900391
	Iteration 39Q: 3 clusters Score -2.813627e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219484 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -28136652.000000 Penalty: 6128.900391
	Iteration 40F: 3 clusters Score -2.813665e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220691 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -28136938.000000 Penalty: 6128.900391
	Iteration 41Q: 3 clusters Score -2.813694e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221779 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -28137074.000000 Penalty: 6128.900391
	Iteration 42Q: 3 clusters Score -2.813707e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222792 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -28137066.000000 Penalty: 6128.900391
	Iteration 43Q: 3 clusters Score -2.813707e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223712 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -28137294.000000 Penalty: 6128.900391
	Iteration 44Q: 3 clusters Score -2.813729e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224536 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -28137314.000000 Penalty: 6128.900391
	Iteration 45Q: 3 clusters Score -2.813731e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225256 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -28137330.000000 Penalty: 6128.900391
	Iteration 46Q: 3 clusters Score -2.813733e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225918 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -28137438.000000 Penalty: 6128.900391
	Iteration 47Q: 3 clusters Score -2.813744e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226498 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -28137428.000000 Penalty: 6128.900391
	Iteration 48Q: 3 clusters Score -2.813743e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227008 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -28137410.000000 Penalty: 6128.900391
	Iteration 49Q: 3 clusters Score -2.813741e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227472 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -28137564.000000 Penalty: 6128.900391
	Iteration 50Q: 3 clusters Score -2.813756e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227882 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -28137564.000000 Penalty: 6128.900391
	Iteration 51Q: 3 clusters Score -2.813756e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228240 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -28137646.000000 Penalty: 6128.900391
	Iteration 52Q: 3 clusters Score -2.813765e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228586 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -28137696.000000 Penalty: 6128.900391
	Iteration 53Q: 3 clusters Score -2.81377e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228853 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -28137668.000000 Penalty: 6128.900391
	Iteration 54Q: 3 clusters Score -2.813767e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229086 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -28137676.000000 Penalty: 6128.900391
	Iteration 55Q: 3 clusters Score -2.813768e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229285 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -28137736.000000 Penalty: 6128.900391
	Iteration 56Q: 3 clusters Score -2.813774e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229477 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -28137712.000000 Penalty: 6128.900391
	Iteration 57Q: 3 clusters Score -2.813771e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229664 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -28137666.000000 Penalty: 6128.900391
	Iteration 58Q: 3 clusters Score -2.813767e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229829 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -28137680.000000 Penalty: 6128.900391
	Iteration 59Q: 3 clusters Score -2.813768e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229956 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -28137656.000000 Penalty: 6128.900391
	Iteration 60F: 3 clusters Score -2.813766e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230060 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -28137678.000000 Penalty: 6128.900391
	Iteration 61Q: 3 clusters Score -2.813768e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230153 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -28137616.000000 Penalty: 6128.900391
	Iteration 62Q: 3 clusters Score -2.813762e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230229 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -28137636.000000 Penalty: 6128.900391
	Iteration 63Q: 3 clusters Score -2.813764e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230278 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -28137646.000000 Penalty: 6128.900391
	Iteration 64Q: 3 clusters Score -2.813765e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230333 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -28137672.000000 Penalty: 6128.900391
	Iteration 65Q: 3 clusters Score -2.813767e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230387 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -28137622.000000 Penalty: 6128.900391
	Iteration 66Q: 3 clusters Score -2.813762e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230428 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -28137628.000000 Penalty: 6128.900391
	Iteration 67Q: 3 clusters Score -2.813763e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230465 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -28137636.000000 Penalty: 6128.900391
	Iteration 68Q: 3 clusters Score -2.813764e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230504 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -28137648.000000 Penalty: 6128.900391
	Iteration 69Q: 3 clusters Score -2.813765e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230547 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -28137632.000000 Penalty: 6128.900391
	Iteration 70Q: 3 clusters Score -2.813763e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230591 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -28137582.000000 Penalty: 6128.900391
	Iteration 71Q: 3 clusters Score -2.813758e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230641 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -28137654.000000 Penalty: 6128.900391
	Iteration 72Q: 3 clusters Score -2.813765e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230692 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -28137624.000000 Penalty: 6128.900391
	Iteration 73Q: 3 clusters Score -2.813762e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230731 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -28137616.000000 Penalty: 6128.900391
	Iteration 74Q: 3 clusters Score -2.813762e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230763 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -28137592.000000 Penalty: 6128.900391
	Iteration 75Q: 3 clusters Score -2.813759e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230792 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -28137604.000000 Penalty: 6128.900391
	Iteration 76Q: 3 clusters Score -2.81376e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230817 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -28137596.000000 Penalty: 6128.900391
	Iteration 77Q: 3 clusters Score -2.81376e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230849 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -28137598.000000 Penalty: 6128.900391
	Iteration 78Q: 3 clusters Score -2.81376e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230873 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -28137598.000000 Penalty: 6128.900391
	Iteration 79Q: 3 clusters Score -2.81376e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230896 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -28137608.000000 Penalty: 6128.900391
	Iteration 80F: 3 clusters Score -2.813761e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230923 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -28137596.000000 Penalty: 6128.900391
	Iteration 81Q: 3 clusters Score -2.81376e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230944 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -28137610.000000 Penalty: 6128.900391
	Iteration 82Q: 3 clusters Score -2.813761e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230968 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -28137602.000000 Penalty: 6128.900391
	Iteration 83Q: 3 clusters Score -2.81376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230990 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -28137588.000000 Penalty: 6128.900391
	Iteration 84Q: 3 clusters Score -2.813759e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231007 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -28137572.000000 Penalty: 6128.900391
	Iteration 85Q: 3 clusters Score -2.813757e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231025 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -28137572.000000 Penalty: 6128.900391
	Iteration 86Q: 3 clusters Score -2.813757e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231041 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -28137562.000000 Penalty: 6128.900391
	Iteration 87Q: 3 clusters Score -2.813756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231051 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -28137570.000000 Penalty: 6128.900391
	Iteration 88Q: 3 clusters Score -2.813757e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231065 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -28137552.000000 Penalty: 6128.900391
	Iteration 89Q: 3 clusters Score -2.813755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231075 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -28137548.000000 Penalty: 6128.900391
	Iteration 90Q: 3 clusters Score -2.813755e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231089 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -28137550.000000 Penalty: 6128.900391
	Iteration 91Q: 3 clusters Score -2.813755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231103 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -28137548.000000 Penalty: 6128.900391
	Iteration 92Q: 3 clusters Score -2.813755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231113 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -28137550.000000 Penalty: 6128.900391
	Iteration 93Q: 3 clusters Score -2.813755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231125 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -28137554.000000 Penalty: 6128.900391
	Iteration 94Q: 3 clusters Score -2.813755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231136 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -28137518.000000 Penalty: 6128.900391
	Iteration 95Q: 3 clusters Score -2.813752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231147 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -28137506.000000 Penalty: 6128.900391
	Iteration 96Q: 3 clusters Score -2.813751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231152 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -28137526.000000 Penalty: 6128.900391
	Iteration 97Q: 3 clusters Score -2.813753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231157 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -28137536.000000 Penalty: 6128.900391
	Iteration 98Q: 3 clusters Score -2.813754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231159 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -28137542.000000 Penalty: 6128.900391
	Iteration 99Q: 3 clusters Score -2.813754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231161 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -28137550.000000 Penalty: 6128.900391
	Iteration 100F: 3 clusters Score -2.813755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231164 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -28137564.000000 Penalty: 6128.900391
	Iteration 101Q: 3 clusters Score -2.813756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231165 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -28137558.000000 Penalty: 6128.900391
	Iteration 102Q: 3 clusters Score -2.813756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231165 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -28137552.000000 Penalty: 6128.900391
	Iteration 103Q: 3 clusters Score -2.813755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231166 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -28137560.000000 Penalty: 6128.900391
	Iteration 104Q: 3 clusters Score -2.813756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231167 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -28137556.000000 Penalty: 6128.900391
	Iteration 105Q: 3 clusters Score -2.813756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231168 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -28137560.000000 Penalty: 6128.900391
	Iteration 106Q: 3 clusters Score -2.813756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231172 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -28137548.000000 Penalty: 6128.900391
	Iteration 107Q: 3 clusters Score -2.813755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231173 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -28137554.000000 Penalty: 6128.900391
	Iteration 108Q: 3 clusters Score -2.813755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231173 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -28137554.000000 Penalty: 6128.900391
	Iteration 109F: 3 clusters Score -2.813755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Entering Unmasked Estep 
Score: -511501.218750 Penalty: 2085.969238
	Iteration 0F: 2 clusters Score -511501.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -507310.656250 Penalty: 4171.938477
	Iteration 0F: 3 clusters Score -507310.7 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -508306.156250 Penalty: 4171.938477
	Iteration 1F: 3 clusters Score -508306.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -508493.312500 Penalty: 4171.938477
	Iteration 2F: 3 clusters Score -508493.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -508599.468750 Penalty: 4171.938477
	Iteration 3Q: 3 clusters Score -508599.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -508666.218750 Penalty: 4171.938477
	Iteration 4Q: 3 clusters Score -508666.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -508716.937500 Penalty: 4171.938477
	Iteration 5Q: 3 clusters Score -508716.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -508754.281250 Penalty: 4171.938477
	Iteration 6Q: 3 clusters Score -508754.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -508781.375000 Penalty: 4171.938477
	Iteration 7Q: 3 clusters Score -508781.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -508804.781250 Penalty: 4171.938477
	Iteration 8Q: 3 clusters Score -508804.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -508829.125000 Penalty: 4171.938477
	Iteration 9Q: 3 clusters Score -508829.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -508854.875000 Penalty: 4171.938477
	Iteration 10Q: 3 clusters Score -508854.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -508883.812500 Penalty: 4171.938477
	Iteration 11Q: 3 clusters Score -508883.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -508912.281250 Penalty: 4171.938477
	Iteration 12Q: 3 clusters Score -508912.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -508937.937500 Penalty: 4171.938477
	Iteration 13Q: 3 clusters Score -508937.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -508964.656250 Penalty: 4171.938477
	Iteration 14Q: 3 clusters Score -508964.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -508987.718750 Penalty: 4171.938477
	Iteration 15Q: 3 clusters Score -508987.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -509006.625000 Penalty: 4171.938477
	Iteration 16Q: 3 clusters Score -509006.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -509014.437500 Penalty: 4171.938477
	Iteration 17Q: 3 clusters Score -509014.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -509021.656250 Penalty: 4171.938477
	Iteration 18Q: 3 clusters Score -509021.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -509033.343750 Penalty: 4171.938477
	Iteration 19Q: 3 clusters Score -509033.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -509046.718750 Penalty: 4171.938477
	Iteration 20F: 3 clusters Score -509046.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -509058.093750 Penalty: 4171.938477
	Iteration 21Q: 3 clusters Score -509058.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -509072.906250 Penalty: 4171.938477
	Iteration 22Q: 3 clusters Score -509072.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -509087.156250 Penalty: 4171.938477
	Iteration 23Q: 3 clusters Score -509087.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -509102.500000 Penalty: 4171.938477
	Iteration 24Q: 3 clusters Score -509102.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -509117.687500 Penalty: 4171.938477
	Iteration 25Q: 3 clusters Score -509117.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -509136.906250 Penalty: 4171.938477
	Iteration 26Q: 3 clusters Score -509136.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -509151.000000 Penalty: 4171.938477
	Iteration 27Q: 3 clusters Score -509151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -509163.468750 Penalty: 4171.938477
	Iteration 28Q: 3 clusters Score -509163.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -509181.718750 Penalty: 4171.938477
	Iteration 29Q: 3 clusters Score -509181.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -509193.812500 Penalty: 4171.938477
	Iteration 30Q: 3 clusters Score -509193.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -509205.593750 Penalty: 4171.938477
	Iteration 31Q: 3 clusters Score -509205.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -509217.375000 Penalty: 4171.938477
	Iteration 32Q: 3 clusters Score -509217.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -509223.875000 Penalty: 4171.938477
	Iteration 33Q: 3 clusters Score -509223.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -509231.218750 Penalty: 4171.938477
	Iteration 34Q: 3 clusters Score -509231.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -509240.218750 Penalty: 4171.938477
	Iteration 35Q: 3 clusters Score -509240.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -509250.250000 Penalty: 4171.938477
	Iteration 36Q: 3 clusters Score -509250.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -509258.218750 Penalty: 4171.938477
	Iteration 37Q: 3 clusters Score -509258.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -509267.937500 Penalty: 4171.938477
	Iteration 38Q: 3 clusters Score -509267.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -509277.625000 Penalty: 4171.938477
	Iteration 39Q: 3 clusters Score -509277.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -509295.375000 Penalty: 4171.938477
	Iteration 40F: 3 clusters Score -509295.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -509315.906250 Penalty: 4171.938477
	Iteration 41Q: 3 clusters Score -509315.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -509332.625000 Penalty: 4171.938477
	Iteration 42Q: 3 clusters Score -509332.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -509356.625000 Penalty: 4171.938477
	Iteration 43Q: 3 clusters Score -509356.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -509376.468750 Penalty: 4171.938477
	Iteration 44Q: 3 clusters Score -509376.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -509393.187500 Penalty: 4171.938477
	Iteration 45Q: 3 clusters Score -509393.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -509410.125000 Penalty: 4171.938477
	Iteration 46Q: 3 clusters Score -509410.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -509426.281250 Penalty: 4171.938477
	Iteration 47Q: 3 clusters Score -509426.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -509442.906250 Penalty: 4171.938477
	Iteration 48Q: 3 clusters Score -509442.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -509456.031250 Penalty: 4171.938477
	Iteration 49Q: 3 clusters Score -509456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -509467.906250 Penalty: 4171.938477
	Iteration 50Q: 3 clusters Score -509467.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -509475.687500 Penalty: 4171.938477
	Iteration 51Q: 3 clusters Score -509475.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -509481.718750 Penalty: 4171.938477
	Iteration 52Q: 3 clusters Score -509481.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -509483.843750 Penalty: 4171.938477
	Iteration 53Q: 3 clusters Score -509483.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -509487.593750 Penalty: 4171.938477
	Iteration 54Q: 3 clusters Score -509487.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -509492.625000 Penalty: 4171.938477
	Iteration 55Q: 3 clusters Score -509492.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -509496.656250 Penalty: 4171.938477
	Iteration 56Q: 3 clusters Score -509496.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -509499.625000 Penalty: 4171.938477
	Iteration 57Q: 3 clusters Score -509499.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -509500.593750 Penalty: 4171.938477
	Iteration 58Q: 3 clusters Score -509500.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -509502.125000 Penalty: 4171.938477
	Iteration 59Q: 3 clusters Score -509502.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -509503.812500 Penalty: 4171.938477
	Iteration 60F: 3 clusters Score -509503.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -509505.218750 Penalty: 4171.938477
	Iteration 61Q: 3 clusters Score -509505.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -509508.875000 Penalty: 4171.938477
	Iteration 62Q: 3 clusters Score -509508.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -509515.500000 Penalty: 4171.938477
	Iteration 63Q: 3 clusters Score -509515.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -509521.500000 Penalty: 4171.938477
	Iteration 64Q: 3 clusters Score -509521.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -509524.656250 Penalty: 4171.938477
	Iteration 65Q: 3 clusters Score -509524.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -509525.562500 Penalty: 4171.938477
	Iteration 66Q: 3 clusters Score -509525.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -509525.562500 Penalty: 4171.938477
	Iteration 67F: 3 clusters Score -509525.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -203748.156250 Penalty: 1868.356079
	Iteration 0F: 2 clusters Score -203748.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -201213.171875 Penalty: 3736.712158
	Iteration 0F: 3 clusters Score -201213.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -201664.484375 Penalty: 3736.712158
	Iteration 1F: 3 clusters Score -201664.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -201803.265625 Penalty: 3736.712158
	Iteration 2F: 3 clusters Score -201803.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -201915.031250 Penalty: 3736.712158
	Iteration 3Q: 3 clusters Score -201915 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -202025.000000 Penalty: 3736.712158
	Iteration 4Q: 3 clusters Score -202025 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -202096.359375 Penalty: 3736.712158
	Iteration 5Q: 3 clusters Score -202096.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -202149.328125 Penalty: 3736.712158
	Iteration 6Q: 3 clusters Score -202149.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -202186.046875 Penalty: 3736.712158
	Iteration 7Q: 3 clusters Score -202186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -202211.703125 Penalty: 3736.712158
	Iteration 8Q: 3 clusters Score -202211.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -202230.843750 Penalty: 3736.712158
	Iteration 9Q: 3 clusters Score -202230.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -202244.796875 Penalty: 3736.712158
	Iteration 10Q: 3 clusters Score -202244.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -202253.359375 Penalty: 3736.712158
	Iteration 11Q: 3 clusters Score -202253.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -202260.328125 Penalty: 3736.712158
	Iteration 12Q: 3 clusters Score -202260.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -202263.062500 Penalty: 3736.712158
	Iteration 13Q: 3 clusters Score -202263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -202264.125000 Penalty: 3736.712158
	Iteration 14Q: 3 clusters Score -202264.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -202264.125000 Penalty: 3736.712158
	Iteration 15F: 3 clusters Score -202264.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Entering Unmasked Estep 
Score: -5694019.000000 Penalty: 2674.875000
	Iteration 0F: 2 clusters Score -5694019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -5661245.000000 Penalty: 5349.750000
	Iteration 0F: 3 clusters Score -5661245 nChanged 22352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -5673513.500000 Penalty: 5349.750000
	Iteration 1F: 3 clusters Score -5673514 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -5673923.000000 Penalty: 5349.750000
	Iteration 2Q: 3 clusters Score -5673923 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -5674297.000000 Penalty: 5349.750000
	Iteration 3Q: 3 clusters Score -5674297 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -5674639.000000 Penalty: 5349.750000
	Iteration 4Q: 3 clusters Score -5674639 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -5675061.000000 Penalty: 5349.750000
	Iteration 5Q: 3 clusters Score -5675061 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -5675384.000000 Penalty: 5349.750000
	Iteration 6Q: 3 clusters Score -5675384 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -5675788.000000 Penalty: 5349.750000
	Iteration 7Q: 3 clusters Score -5675788 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -5676406.500000 Penalty: 5349.750000
	Iteration 8Q: 3 clusters Score -5676406 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -5677456.500000 Penalty: 5349.750000
	Iteration 9Q: 3 clusters Score -5677456 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -5679100.000000 Penalty: 5349.750000
	Iteration 10F: 3 clusters Score -5679100 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -5681515.500000 Penalty: 5349.750000
	Iteration 11F: 3 clusters Score -5681516 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -5684697.500000 Penalty: 5349.750000
	Iteration 12F: 3 clusters Score -5684698 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -5687867.000000 Penalty: 5349.750000
	Iteration 13F: 3 clusters Score -5687867 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5690012.000000 Penalty: 5349.750000
	Iteration 14Q: 3 clusters Score -5690012 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5691065.500000 Penalty: 5349.750000
	Iteration 15Q: 3 clusters Score -5691066 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5691387.500000 Penalty: 5349.750000
	Iteration 16Q: 3 clusters Score -5691388 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5691512.000000 Penalty: 5349.750000
	Iteration 17Q: 3 clusters Score -5691512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5691576.500000 Penalty: 5349.750000
	Iteration 18Q: 3 clusters Score -5691576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5691618.000000 Penalty: 5349.750000
	Iteration 19Q: 3 clusters Score -5691618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5691645.500000 Penalty: 5349.750000
	Iteration 20F: 3 clusters Score -5691646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5691658.000000 Penalty: 5349.750000
	Iteration 21Q: 3 clusters Score -5691658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5691668.000000 Penalty: 5349.750000
	Iteration 22Q: 3 clusters Score -5691668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5691668.000000 Penalty: 5349.750000
	Iteration 23Q: 3 clusters Score -5691668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5691668.000000 Penalty: 5349.750000
	Iteration 24F: 3 clusters Score -5691668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -55998.746094 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -55998.75 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 269 members 
Entering Unmasked Estep 
Score: -54516.527344 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -54516.53 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54733.824219 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -54733.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54940.542969 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -54940.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54986.621094 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -54986.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -55017.824219 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -55017.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -55030.070312 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -55030.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -55040.058594 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -55040.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -55048.375000 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -55048.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55057.613281 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -55057.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -55062.644531 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -55062.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55064.292969 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -55064.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55067.433594 Penalty: 3135.101074
	Iteration 11Q: 3 clusters Score -55067.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55067.433594 Penalty: 3135.101074
	Iteration 12F: 3 clusters Score -55067.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Entering Unmasked Estep 
Score: -1935837.125000 Penalty: 2395.049805
	Iteration 0F: 2 clusters Score -1935837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1924500.250000 Penalty: 4790.099609
	Iteration 0F: 3 clusters Score -1924500 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1928077.250000 Penalty: 4790.099609
	Iteration 1F: 3 clusters Score -1928077 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1928381.500000 Penalty: 4790.099609
	Iteration 2F: 3 clusters Score -1928382 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1928621.750000 Penalty: 4790.099609
	Iteration 3Q: 3 clusters Score -1928622 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1928819.375000 Penalty: 4790.099609
	Iteration 4Q: 3 clusters Score -1928819 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1929008.000000 Penalty: 4790.099609
	Iteration 5Q: 3 clusters Score -1929008 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1929189.125000 Penalty: 4790.099609
	Iteration 6Q: 3 clusters Score -1929189 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1929391.875000 Penalty: 4790.099609
	Iteration 7Q: 3 clusters Score -1929392 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1929619.625000 Penalty: 4790.099609
	Iteration 8Q: 3 clusters Score -1929620 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1929860.750000 Penalty: 4790.099609
	Iteration 9Q: 3 clusters Score -1929861 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1930116.125000 Penalty: 4790.099609
	Iteration 10Q: 3 clusters Score -1930116 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1930387.875000 Penalty: 4790.099609
	Iteration 11Q: 3 clusters Score -1930388 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1930736.125000 Penalty: 4790.099609
	Iteration 12Q: 3 clusters Score -1930736 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1931128.125000 Penalty: 4790.099609
	Iteration 13Q: 3 clusters Score -1931128 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1931566.500000 Penalty: 4790.099609
	Iteration 14Q: 3 clusters Score -1931566 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1931950.500000 Penalty: 4790.099609
	Iteration 15Q: 3 clusters Score -1931950 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1932268.875000 Penalty: 4790.099609
	Iteration 16Q: 3 clusters Score -1932269 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1932525.000000 Penalty: 4790.099609
	Iteration 17Q: 3 clusters Score -1932525 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1932757.750000 Penalty: 4790.099609
	Iteration 18Q: 3 clusters Score -1932758 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1932945.000000 Penalty: 4790.099609
	Iteration 19Q: 3 clusters Score -1932945 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1933077.500000 Penalty: 4790.099609
	Iteration 20F: 3 clusters Score -1933078 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1933176.000000 Penalty: 4790.099609
	Iteration 21Q: 3 clusters Score -1933176 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1933259.750000 Penalty: 4790.099609
	Iteration 22Q: 3 clusters Score -1933260 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1933324.125000 Penalty: 4790.099609
	Iteration 23Q: 3 clusters Score -1933324 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1933393.750000 Penalty: 4790.099609
	Iteration 24Q: 3 clusters Score -1933394 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1933462.375000 Penalty: 4790.099609
	Iteration 25Q: 3 clusters Score -1933462 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1933537.125000 Penalty: 4790.099609
	Iteration 26Q: 3 clusters Score -1933537 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1933591.750000 Penalty: 4790.099609
	Iteration 27Q: 3 clusters Score -1933592 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1933626.125000 Penalty: 4790.099609
	Iteration 28Q: 3 clusters Score -1933626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1933660.500000 Penalty: 4790.099609
	Iteration 29Q: 3 clusters Score -1933660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1933691.250000 Penalty: 4790.099609
	Iteration 30Q: 3 clusters Score -1933691 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1933717.500000 Penalty: 4790.099609
	Iteration 31Q: 3 clusters Score -1933718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1933745.750000 Penalty: 4790.099609
	Iteration 32Q: 3 clusters Score -1933746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1933768.625000 Penalty: 4790.099609
	Iteration 33Q: 3 clusters Score -1933769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1933794.000000 Penalty: 4790.099609
	Iteration 34Q: 3 clusters Score -1933794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1933801.875000 Penalty: 4790.099609
	Iteration 35Q: 3 clusters Score -1933802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1933807.625000 Penalty: 4790.099609
	Iteration 36Q: 3 clusters Score -1933808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1933808.875000 Penalty: 4790.099609
	Iteration 37Q: 3 clusters Score -1933809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1933811.125000 Penalty: 4790.099609
	Iteration 38Q: 3 clusters Score -1933811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1933814.750000 Penalty: 4790.099609
	Iteration 39Q: 3 clusters Score -1933815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1933817.875000 Penalty: 4790.099609
	Iteration 40F: 3 clusters Score -1933818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1933820.750000 Penalty: 4790.099609
	Iteration 41Q: 3 clusters Score -1933821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1933820.750000 Penalty: 4790.099609
	Iteration 42F: 3 clusters Score -1933821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62567 members 
Entering Unmasked Estep 
Score: -7677842.000000 Penalty: 2738.910156
	Iteration 0F: 2 clusters Score -7677842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -7635955.500000 Penalty: 5477.820312
	Iteration 0F: 3 clusters Score -7635956 nChanged 29136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -7651993.500000 Penalty: 5477.820312
	Iteration 1F: 3 clusters Score -7651994 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -7652580.000000 Penalty: 5477.820312
	Iteration 2Q: 3 clusters Score -7652580 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -7653168.500000 Penalty: 5477.820312
	Iteration 3Q: 3 clusters Score -7653168 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -7653889.000000 Penalty: 5477.820312
	Iteration 4Q: 3 clusters Score -7653889 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -7655007.500000 Penalty: 5477.820312
	Iteration 5Q: 3 clusters Score -7655008 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -7656947.000000 Penalty: 5477.820312
	Iteration 6F: 3 clusters Score -7656947 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -7660397.000000 Penalty: 5477.820312
	Iteration 7F: 3 clusters Score -7660397 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -7665488.000000 Penalty: 5477.820312
	Iteration 8F: 3 clusters Score -7665488 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -7670554.500000 Penalty: 5477.820312
	Iteration 9F: 3 clusters Score -7670554 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60457 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7673611.500000 Penalty: 5477.820312
	Iteration 10Q: 3 clusters Score -7673612 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61708 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7674807.500000 Penalty: 5477.820312
	Iteration 11Q: 3 clusters Score -7674808 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62056 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7675167.000000 Penalty: 5477.820312
	Iteration 12Q: 3 clusters Score -7675167 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62182 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7675327.500000 Penalty: 5477.820312
	Iteration 13Q: 3 clusters Score -7675328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7675378.000000 Penalty: 5477.820312
	Iteration 14Q: 3 clusters Score -7675378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7675415.500000 Penalty: 5477.820312
	Iteration 15Q: 3 clusters Score -7675416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62253 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7675441.000000 Penalty: 5477.820312
	Iteration 16Q: 3 clusters Score -7675441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7675464.000000 Penalty: 5477.820312
	Iteration 17Q: 3 clusters Score -7675464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7675488.000000 Penalty: 5477.820312
	Iteration 18Q: 3 clusters Score -7675488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7675489.500000 Penalty: 5477.820312
	Iteration 19Q: 3 clusters Score -7675490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7675505.500000 Penalty: 5477.820312
	Iteration 20F: 3 clusters Score -7675506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7675523.000000 Penalty: 5477.820312
	Iteration 21Q: 3 clusters Score -7675523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7675525.000000 Penalty: 5477.820312
	Iteration 22Q: 3 clusters Score -7675525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62276 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7675532.000000 Penalty: 5477.820312
	Iteration 23Q: 3 clusters Score -7675532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7675535.000000 Penalty: 5477.820312
	Iteration 24Q: 3 clusters Score -7675535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7675536.000000 Penalty: 5477.820312
	Iteration 25Q: 3 clusters Score -7675536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62283 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7675537.000000 Penalty: 5477.820312
	Iteration 26Q: 3 clusters Score -7675537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7675538.000000 Penalty: 5477.820312
	Iteration 27Q: 3 clusters Score -7675538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62285 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7675535.000000 Penalty: 5477.820312
	Iteration 28Q: 3 clusters Score -7675535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7675537.000000 Penalty: 5477.820312
	Iteration 29Q: 3 clusters Score -7675537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62287 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7675543.000000 Penalty: 5477.820312
	Iteration 30Q: 3 clusters Score -7675543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62287 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7675543.000000 Penalty: 5477.820312
	Iteration 31F: 3 clusters Score -7675543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -78218.164062 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -78218.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -76437.937500 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -76437.94 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -76672.320312 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -76672.32 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76742.703125 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -76742.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76784.898438 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -76784.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76807.039062 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -76807.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76819.929688 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -76819.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76830.421875 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -76830.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76838.265625 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -76838.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76840.148438 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -76840.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76841.265625 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -76841.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76845.531250 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -76845.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76848.382812 Penalty: 3308.071045
	Iteration 11Q: 3 clusters Score -76848.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76850.250000 Penalty: 3308.071045
	Iteration 12Q: 3 clusters Score -76850.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76850.250000 Penalty: 3308.071045
	Iteration 13F: 3 clusters Score -76850.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (178040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178040 members 
Entering Unmasked Estep 
Score: -21709254.000000 Penalty: 2998.261475
	Iteration 0F: 2 clusters Score -2.170925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88743 members 
Mstep: Class 2 contains 89297 members 
Entering Unmasked Estep 
Score: -21591678.000000 Penalty: 5996.522949
	Iteration 0F: 3 clusters Score -2.159168e+07 nChanged 85811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83714 members 
Mstep: Class 2 contains 94326 members 
Entering Unmasked Estep 
Score: -21641746.000000 Penalty: 5996.522949
	Iteration 1F: 3 clusters Score -2.164175e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80486 members 
Mstep: Class 2 contains 97554 members 
Entering Unmasked Estep 
Score: -21642832.000000 Penalty: 5996.522949
	Iteration 2Q: 3 clusters Score -2.164283e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75517 members 
Mstep: Class 2 contains 102523 members 
Entering Unmasked Estep 
Score: -21644678.000000 Penalty: 5996.522949
	Iteration 3Q: 3 clusters Score -2.164468e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68196 members 
Mstep: Class 2 contains 109844 members 
Entering Unmasked Estep 
Score: -21648108.000000 Penalty: 5996.522949
	Iteration 4Q: 3 clusters Score -2.164811e+07 nChanged 11260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 120756 members 
Entering Unmasked Estep 
Score: -21655120.000000 Penalty: 5996.522949
	Iteration 5F: 3 clusters Score -2.165512e+07 nChanged 15114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 135546 members 
Entering Unmasked Estep 
Score: -21667478.000000 Penalty: 5996.522949
	Iteration 6F: 3 clusters Score -2.166748e+07 nChanged 16821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 152055 members 
Entering Unmasked Estep 
Score: -21683896.000000 Penalty: 5996.522949
	Iteration 7F: 3 clusters Score -2.16839e+07 nChanged 13581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 165342 members 
Entering Unmasked Estep 
Score: -21697156.000000 Penalty: 5996.522949
	Iteration 8F: 3 clusters Score -2.169716e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 172151 members 
Entering Unmasked Estep 
Score: -21703898.000000 Penalty: 5996.522949
	Iteration 9Q: 3 clusters Score -2.17039e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 174554 members 
Entering Unmasked Estep 
Score: -21706432.000000 Penalty: 5996.522949
	Iteration 10Q: 3 clusters Score -2.170643e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 175234 members 
Entering Unmasked Estep 
Score: -21707350.000000 Penalty: 5996.522949
	Iteration 11Q: 3 clusters Score -2.170735e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 175419 members 
Entering Unmasked Estep 
Score: -21707684.000000 Penalty: 5996.522949
	Iteration 12Q: 3 clusters Score -2.170768e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 175502 members 
Entering Unmasked Estep 
Score: -21707846.000000 Penalty: 5996.522949
	Iteration 13Q: 3 clusters Score -2.170785e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 175520 members 
Entering Unmasked Estep 
Score: -21707936.000000 Penalty: 5996.522949
	Iteration 14Q: 3 clusters Score -2.170794e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 175525 members 
Entering Unmasked Estep 
Score: -21708000.000000 Penalty: 5996.522949
	Iteration 15Q: 3 clusters Score -2.1708e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 175527 members 
Entering Unmasked Estep 
Score: -21708056.000000 Penalty: 5996.522949
	Iteration 16Q: 3 clusters Score -2.170806e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 175517 members 
Entering Unmasked Estep 
Score: -21708080.000000 Penalty: 5996.522949
	Iteration 17Q: 3 clusters Score -2.170808e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 175513 members 
Entering Unmasked Estep 
Score: -21708064.000000 Penalty: 5996.522949
	Iteration 18Q: 3 clusters Score -2.170806e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 175511 members 
Entering Unmasked Estep 
Score: -21708080.000000 Penalty: 5996.522949
	Iteration 19Q: 3 clusters Score -2.170808e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 175516 members 
Entering Unmasked Estep 
Score: -21708104.000000 Penalty: 5996.522949
	Iteration 20F: 3 clusters Score -2.17081e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 175524 members 
Entering Unmasked Estep 
Score: -21708106.000000 Penalty: 5996.522949
	Iteration 21Q: 3 clusters Score -2.170811e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 175539 members 
Entering Unmasked Estep 
Score: -21708118.000000 Penalty: 5996.522949
	Iteration 22Q: 3 clusters Score -2.170812e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 175548 members 
Entering Unmasked Estep 
Score: -21708094.000000 Penalty: 5996.522949
	Iteration 23Q: 3 clusters Score -2.170809e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 175553 members 
Entering Unmasked Estep 
Score: -21708116.000000 Penalty: 5996.522949
	Iteration 24Q: 3 clusters Score -2.170812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 175555 members 
Entering Unmasked Estep 
Score: -21708112.000000 Penalty: 5996.522949
	Iteration 25Q: 3 clusters Score -2.170811e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 175557 members 
Entering Unmasked Estep 
Score: -21708100.000000 Penalty: 5996.522949
	Iteration 26Q: 3 clusters Score -2.17081e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 175568 members 
Entering Unmasked Estep 
Score: -21708096.000000 Penalty: 5996.522949
	Iteration 27Q: 3 clusters Score -2.17081e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 175566 members 
Entering Unmasked Estep 
Score: -21708102.000000 Penalty: 5996.522949
	Iteration 28Q: 3 clusters Score -2.17081e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 175563 members 
Entering Unmasked Estep 
Score: -21708112.000000 Penalty: 5996.522949
	Iteration 29Q: 3 clusters Score -2.170811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 175564 members 
Entering Unmasked Estep 
Score: -21708118.000000 Penalty: 5996.522949
	Iteration 30Q: 3 clusters Score -2.170812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 175569 members 
Entering Unmasked Estep 
Score: -21708114.000000 Penalty: 5996.522949
	Iteration 31Q: 3 clusters Score -2.170811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 175569 members 
Entering Unmasked Estep 
Score: -21708112.000000 Penalty: 5996.522949
	Iteration 32Q: 3 clusters Score -2.170811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 175566 members 
Entering Unmasked Estep 
Score: -21708110.000000 Penalty: 5996.522949
	Iteration 33Q: 3 clusters Score -2.170811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 175564 members 
Entering Unmasked Estep 
Score: -21708106.000000 Penalty: 5996.522949
	Iteration 34Q: 3 clusters Score -2.170811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 175562 members 
Entering Unmasked Estep 
Score: -21708106.000000 Penalty: 5996.522949
	Iteration 35Q: 3 clusters Score -2.170811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 175562 members 
Entering Unmasked Estep 
Score: -21708112.000000 Penalty: 5996.522949
	Iteration 36Q: 3 clusters Score -2.170811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 175563 members 
Entering Unmasked Estep 
Score: -21708118.000000 Penalty: 5996.522949
	Iteration 37Q: 3 clusters Score -2.170812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 175562 members 
Entering Unmasked Estep 
Score: -21708100.000000 Penalty: 5996.522949
	Iteration 38Q: 3 clusters Score -2.17081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 175562 members 
Entering Unmasked Estep 
Score: -21708110.000000 Penalty: 5996.522949
	Iteration 39Q: 3 clusters Score -2.170811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 175560 members 
Entering Unmasked Estep 
Score: -21708122.000000 Penalty: 5996.522949
	Iteration 40F: 3 clusters Score -2.170812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 175558 members 
Entering Unmasked Estep 
Score: -21708130.000000 Penalty: 5996.522949
	Iteration 41Q: 3 clusters Score -2.170813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 175554 members 
Entering Unmasked Estep 
Score: -21708136.000000 Penalty: 5996.522949
	Iteration 42Q: 3 clusters Score -2.170814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 175549 members 
Entering Unmasked Estep 
Score: -21708136.000000 Penalty: 5996.522949
	Iteration 43Q: 3 clusters Score -2.170814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 175549 members 
Entering Unmasked Estep 
Score: -21708130.000000 Penalty: 5996.522949
	Iteration 44Q: 3 clusters Score -2.170813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 175548 members 
Entering Unmasked Estep 
Score: -21708144.000000 Penalty: 5996.522949
	Iteration 45Q: 3 clusters Score -2.170814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 175546 members 
Entering Unmasked Estep 
Score: -21708136.000000 Penalty: 5996.522949
	Iteration 46Q: 3 clusters Score -2.170814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 175543 members 
Entering Unmasked Estep 
Score: -21708138.000000 Penalty: 5996.522949
	Iteration 47Q: 3 clusters Score -2.170814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 175541 members 
Entering Unmasked Estep 
Score: -21708132.000000 Penalty: 5996.522949
	Iteration 48Q: 3 clusters Score -2.170813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 175539 members 
Entering Unmasked Estep 
Score: -21708140.000000 Penalty: 5996.522949
	Iteration 49Q: 3 clusters Score -2.170814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 175539 members 
Entering Unmasked Estep 
Score: -21708146.000000 Penalty: 5996.522949
	Iteration 50Q: 3 clusters Score -2.170815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 175539 members 
Entering Unmasked Estep 
Score: -21708146.000000 Penalty: 5996.522949
	Iteration 51F: 3 clusters Score -2.170815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (186470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186470 members 
Entering Unmasked Estep 
Score: -22704986.000000 Penalty: 3009.734375
	Iteration 0F: 2 clusters Score -2.270499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 93146 members 
Entering Unmasked Estep 
Score: -22582698.000000 Penalty: 6019.468750
	Iteration 0F: 3 clusters Score -2.25827e+07 nChanged 89752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94248 members 
Mstep: Class 2 contains 92222 members 
Entering Unmasked Estep 
Score: -22635174.000000 Penalty: 6019.468750
	Iteration 1F: 3 clusters Score -2.263517e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94727 members 
Mstep: Class 2 contains 91743 members 
Entering Unmasked Estep 
Score: -22636596.000000 Penalty: 6019.468750
	Iteration 2Q: 3 clusters Score -2.26366e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95413 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -22638678.000000 Penalty: 6019.468750
	Iteration 3Q: 3 clusters Score -2.263868e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96100 members 
Mstep: Class 2 contains 90370 members 
Entering Unmasked Estep 
Score: -22641734.000000 Penalty: 6019.468750
	Iteration 4Q: 3 clusters Score -2.264173e+07 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -22646166.000000 Penalty: 6019.468750
	Iteration 5Q: 3 clusters Score -2.264617e+07 nChanged 10397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96525 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -22652724.000000 Penalty: 6019.468750
	Iteration 6F: 3 clusters Score -2.265272e+07 nChanged 12231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95530 members 
Mstep: Class 2 contains 90940 members 
Entering Unmasked Estep 
Score: -22661862.000000 Penalty: 6019.468750
	Iteration 7F: 3 clusters Score -2.266186e+07 nChanged 13200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93808 members 
Mstep: Class 2 contains 92662 members 
Entering Unmasked Estep 
Score: -22672084.000000 Penalty: 6019.468750
	Iteration 8F: 3 clusters Score -2.267208e+07 nChanged 11506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91984 members 
Mstep: Class 2 contains 94486 members 
Entering Unmasked Estep 
Score: -22678664.000000 Penalty: 6019.468750
	Iteration 9F: 3 clusters Score -2.267866e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90379 members 
Mstep: Class 2 contains 96091 members 
Entering Unmasked Estep 
Score: -22681314.000000 Penalty: 6019.468750
	Iteration 10Q: 3 clusters Score -2.268131e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89013 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -22682432.000000 Penalty: 6019.468750
	Iteration 11Q: 3 clusters Score -2.268243e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87515 members 
Mstep: Class 2 contains 98955 members 
Entering Unmasked Estep 
Score: -22683188.000000 Penalty: 6019.468750
	Iteration 12Q: 3 clusters Score -2.268319e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85866 members 
Mstep: Class 2 contains 100604 members 
Entering Unmasked Estep 
Score: -22684066.000000 Penalty: 6019.468750
	Iteration 13Q: 3 clusters Score -2.268407e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84131 members 
Mstep: Class 2 contains 102339 members 
Entering Unmasked Estep 
Score: -22684698.000000 Penalty: 6019.468750
	Iteration 14Q: 3 clusters Score -2.26847e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82249 members 
Mstep: Class 2 contains 104221 members 
Entering Unmasked Estep 
Score: -22685514.000000 Penalty: 6019.468750
	Iteration 15Q: 3 clusters Score -2.268551e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80300 members 
Mstep: Class 2 contains 106170 members 
Entering Unmasked Estep 
Score: -22686328.000000 Penalty: 6019.468750
	Iteration 16Q: 3 clusters Score -2.268633e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78420 members 
Mstep: Class 2 contains 108050 members 
Entering Unmasked Estep 
Score: -22687060.000000 Penalty: 6019.468750
	Iteration 17Q: 3 clusters Score -2.268706e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76514 members 
Mstep: Class 2 contains 109956 members 
Entering Unmasked Estep 
Score: -22687874.000000 Penalty: 6019.468750
	Iteration 18Q: 3 clusters Score -2.268787e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 111846 members 
Entering Unmasked Estep 
Score: -22688330.000000 Penalty: 6019.468750
	Iteration 19Q: 3 clusters Score -2.268833e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 113736 members 
Entering Unmasked Estep 
Score: -22688834.000000 Penalty: 6019.468750
	Iteration 20F: 3 clusters Score -2.268883e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70895 members 
Mstep: Class 2 contains 115575 members 
Entering Unmasked Estep 
Score: -22689292.000000 Penalty: 6019.468750
	Iteration 21Q: 3 clusters Score -2.268929e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69064 members 
Mstep: Class 2 contains 117406 members 
Entering Unmasked Estep 
Score: -22689684.000000 Penalty: 6019.468750
	Iteration 22Q: 3 clusters Score -2.268968e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67159 members 
Mstep: Class 2 contains 119311 members 
Entering Unmasked Estep 
Score: -22690032.000000 Penalty: 6019.468750
	Iteration 23Q: 3 clusters Score -2.269003e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 121230 members 
Entering Unmasked Estep 
Score: -22690342.000000 Penalty: 6019.468750
	Iteration 24Q: 3 clusters Score -2.269034e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 123193 members 
Entering Unmasked Estep 
Score: -22690688.000000 Penalty: 6019.468750
	Iteration 25Q: 3 clusters Score -2.269069e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 125187 members 
Entering Unmasked Estep 
Score: -22691218.000000 Penalty: 6019.468750
	Iteration 26Q: 3 clusters Score -2.269122e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 127263 members 
Entering Unmasked Estep 
Score: -22691736.000000 Penalty: 6019.468750
	Iteration 27Q: 3 clusters Score -2.269174e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 129326 members 
Entering Unmasked Estep 
Score: -22692196.000000 Penalty: 6019.468750
	Iteration 28Q: 3 clusters Score -2.26922e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 131430 members 
Entering Unmasked Estep 
Score: -22692546.000000 Penalty: 6019.468750
	Iteration 29Q: 3 clusters Score -2.269255e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 133575 members 
Entering Unmasked Estep 
Score: -22693074.000000 Penalty: 6019.468750
	Iteration 30Q: 3 clusters Score -2.269307e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 135729 members 
Entering Unmasked Estep 
Score: -22693644.000000 Penalty: 6019.468750
	Iteration 31Q: 3 clusters Score -2.269364e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 137990 members 
Entering Unmasked Estep 
Score: -22694102.000000 Penalty: 6019.468750
	Iteration 32Q: 3 clusters Score -2.26941e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 140163 members 
Entering Unmasked Estep 
Score: -22694488.000000 Penalty: 6019.468750
	Iteration 33Q: 3 clusters Score -2.269449e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 142298 members 
Entering Unmasked Estep 
Score: -22695010.000000 Penalty: 6019.468750
	Iteration 34Q: 3 clusters Score -2.269501e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 144456 members 
Entering Unmasked Estep 
Score: -22695578.000000 Penalty: 6019.468750
	Iteration 35Q: 3 clusters Score -2.269558e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 146648 members 
Entering Unmasked Estep 
Score: -22696110.000000 Penalty: 6019.468750
	Iteration 36Q: 3 clusters Score -2.269611e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 148867 members 
Entering Unmasked Estep 
Score: -22696534.000000 Penalty: 6019.468750
	Iteration 37Q: 3 clusters Score -2.269653e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 151096 members 
Entering Unmasked Estep 
Score: -22697038.000000 Penalty: 6019.468750
	Iteration 38Q: 3 clusters Score -2.269704e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 153319 members 
Entering Unmasked Estep 
Score: -22697416.000000 Penalty: 6019.468750
	Iteration 39Q: 3 clusters Score -2.269742e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 155557 members 
Entering Unmasked Estep 
Score: -22697892.000000 Penalty: 6019.468750
	Iteration 40F: 3 clusters Score -2.269789e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 157688 members 
Entering Unmasked Estep 
Score: -22698446.000000 Penalty: 6019.468750
	Iteration 41Q: 3 clusters Score -2.269845e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 159733 members 
Entering Unmasked Estep 
Score: -22698862.000000 Penalty: 6019.468750
	Iteration 42Q: 3 clusters Score -2.269886e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 161695 members 
Entering Unmasked Estep 
Score: -22699266.000000 Penalty: 6019.468750
	Iteration 43Q: 3 clusters Score -2.269927e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 163597 members 
Entering Unmasked Estep 
Score: -22699794.000000 Penalty: 6019.468750
	Iteration 44Q: 3 clusters Score -2.269979e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 165420 members 
Entering Unmasked Estep 
Score: -22700030.000000 Penalty: 6019.468750
	Iteration 45Q: 3 clusters Score -2.270003e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 167161 members 
Entering Unmasked Estep 
Score: -22700390.000000 Penalty: 6019.468750
	Iteration 46Q: 3 clusters Score -2.270039e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 168790 members 
Entering Unmasked Estep 
Score: -22700622.000000 Penalty: 6019.468750
	Iteration 47Q: 3 clusters Score -2.270062e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 170309 members 
Entering Unmasked Estep 
Score: -22700956.000000 Penalty: 6019.468750
	Iteration 48Q: 3 clusters Score -2.270096e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 171706 members 
Entering Unmasked Estep 
Score: -22701304.000000 Penalty: 6019.468750
	Iteration 49Q: 3 clusters Score -2.27013e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 173029 members 
Entering Unmasked Estep 
Score: -22701516.000000 Penalty: 6019.468750
	Iteration 50Q: 3 clusters Score -2.270152e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 174213 members 
Entering Unmasked Estep 
Score: -22701812.000000 Penalty: 6019.468750
	Iteration 51Q: 3 clusters Score -2.270181e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 175268 members 
Entering Unmasked Estep 
Score: -22702014.000000 Penalty: 6019.468750
	Iteration 52Q: 3 clusters Score -2.270201e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 176242 members 
Entering Unmasked Estep 
Score: -22702230.000000 Penalty: 6019.468750
	Iteration 53Q: 3 clusters Score -2.270223e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 177110 members 
Entering Unmasked Estep 
Score: -22702432.000000 Penalty: 6019.468750
	Iteration 54Q: 3 clusters Score -2.270243e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 177887 members 
Entering Unmasked Estep 
Score: -22702640.000000 Penalty: 6019.468750
	Iteration 55Q: 3 clusters Score -2.270264e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 178582 members 
Entering Unmasked Estep 
Score: -22702684.000000 Penalty: 6019.468750
	Iteration 56Q: 3 clusters Score -2.270268e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 179211 members 
Entering Unmasked Estep 
Score: -22702756.000000 Penalty: 6019.468750
	Iteration 57Q: 3 clusters Score -2.270276e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 179725 members 
Entering Unmasked Estep 
Score: -22702890.000000 Penalty: 6019.468750
	Iteration 58Q: 3 clusters Score -2.270289e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 180214 members 
Entering Unmasked Estep 
Score: -22702942.000000 Penalty: 6019.468750
	Iteration 59Q: 3 clusters Score -2.270294e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 180644 members 
Entering Unmasked Estep 
Score: -22703036.000000 Penalty: 6019.468750
	Iteration 60F: 3 clusters Score -2.270304e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 181034 members 
Entering Unmasked Estep 
Score: -22703092.000000 Penalty: 6019.468750
	Iteration 61Q: 3 clusters Score -2.270309e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 181347 members 
Entering Unmasked Estep 
Score: -22703174.000000 Penalty: 6019.468750
	Iteration 62Q: 3 clusters Score -2.270317e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 181601 members 
Entering Unmasked Estep 
Score: -22703212.000000 Penalty: 6019.468750
	Iteration 63Q: 3 clusters Score -2.270321e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 181837 members 
Entering Unmasked Estep 
Score: -22703184.000000 Penalty: 6019.468750
	Iteration 64Q: 3 clusters Score -2.270318e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 182040 members 
Entering Unmasked Estep 
Score: -22703208.000000 Penalty: 6019.468750
	Iteration 65Q: 3 clusters Score -2.270321e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 182208 members 
Entering Unmasked Estep 
Score: -22703234.000000 Penalty: 6019.468750
	Iteration 66Q: 3 clusters Score -2.270323e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 182361 members 
Entering Unmasked Estep 
Score: -22703282.000000 Penalty: 6019.468750
	Iteration 67Q: 3 clusters Score -2.270328e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 182500 members 
Entering Unmasked Estep 
Score: -22703306.000000 Penalty: 6019.468750
	Iteration 68Q: 3 clusters Score -2.270331e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 182627 members 
Entering Unmasked Estep 
Score: -22703338.000000 Penalty: 6019.468750
	Iteration 69Q: 3 clusters Score -2.270334e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 182730 members 
Entering Unmasked Estep 
Score: -22703324.000000 Penalty: 6019.468750
	Iteration 70Q: 3 clusters Score -2.270332e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 182823 members 
Entering Unmasked Estep 
Score: -22703318.000000 Penalty: 6019.468750
	Iteration 71Q: 3 clusters Score -2.270332e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 182916 members 
Entering Unmasked Estep 
Score: -22703336.000000 Penalty: 6019.468750
	Iteration 72Q: 3 clusters Score -2.270334e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 182994 members 
Entering Unmasked Estep 
Score: -22703334.000000 Penalty: 6019.468750
	Iteration 73Q: 3 clusters Score -2.270333e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 183076 members 
Entering Unmasked Estep 
Score: -22703340.000000 Penalty: 6019.468750
	Iteration 74Q: 3 clusters Score -2.270334e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 183152 members 
Entering Unmasked Estep 
Score: -22703382.000000 Penalty: 6019.468750
	Iteration 75Q: 3 clusters Score -2.270338e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 183213 members 
Entering Unmasked Estep 
Score: -22703336.000000 Penalty: 6019.468750
	Iteration 76Q: 3 clusters Score -2.270334e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 183258 members 
Entering Unmasked Estep 
Score: -22703330.000000 Penalty: 6019.468750
	Iteration 77Q: 3 clusters Score -2.270333e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 183297 members 
Entering Unmasked Estep 
Score: -22703350.000000 Penalty: 6019.468750
	Iteration 78Q: 3 clusters Score -2.270335e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 183335 members 
Entering Unmasked Estep 
Score: -22703346.000000 Penalty: 6019.468750
	Iteration 79Q: 3 clusters Score -2.270335e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 183365 members 
Entering Unmasked Estep 
Score: -22703368.000000 Penalty: 6019.468750
	Iteration 80F: 3 clusters Score -2.270337e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 183389 members 
Entering Unmasked Estep 
Score: -22703362.000000 Penalty: 6019.468750
	Iteration 81Q: 3 clusters Score -2.270336e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 183407 members 
Entering Unmasked Estep 
Score: -22703358.000000 Penalty: 6019.468750
	Iteration 82Q: 3 clusters Score -2.270336e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 183424 members 
Entering Unmasked Estep 
Score: -22703324.000000 Penalty: 6019.468750
	Iteration 83Q: 3 clusters Score -2.270332e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 183442 members 
Entering Unmasked Estep 
Score: -22703334.000000 Penalty: 6019.468750
	Iteration 84Q: 3 clusters Score -2.270333e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 183465 members 
Entering Unmasked Estep 
Score: -22703342.000000 Penalty: 6019.468750
	Iteration 85Q: 3 clusters Score -2.270334e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 183490 members 
Entering Unmasked Estep 
Score: -22703348.000000 Penalty: 6019.468750
	Iteration 86Q: 3 clusters Score -2.270335e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 183516 members 
Entering Unmasked Estep 
Score: -22703348.000000 Penalty: 6019.468750
	Iteration 87Q: 3 clusters Score -2.270335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 183533 members 
Entering Unmasked Estep 
Score: -22703344.000000 Penalty: 6019.468750
	Iteration 88Q: 3 clusters Score -2.270334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 183547 members 
Entering Unmasked Estep 
Score: -22703370.000000 Penalty: 6019.468750
	Iteration 89Q: 3 clusters Score -2.270337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 183556 members 
Entering Unmasked Estep 
Score: -22703358.000000 Penalty: 6019.468750
	Iteration 90Q: 3 clusters Score -2.270336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 183568 members 
Entering Unmasked Estep 
Score: -22703372.000000 Penalty: 6019.468750
	Iteration 91Q: 3 clusters Score -2.270337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 183579 members 
Entering Unmasked Estep 
Score: -22703372.000000 Penalty: 6019.468750
	Iteration 92Q: 3 clusters Score -2.270337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 183591 members 
Entering Unmasked Estep 
Score: -22703360.000000 Penalty: 6019.468750
	Iteration 93Q: 3 clusters Score -2.270336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 183599 members 
Entering Unmasked Estep 
Score: -22703378.000000 Penalty: 6019.468750
	Iteration 94Q: 3 clusters Score -2.270338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 183606 members 
Entering Unmasked Estep 
Score: -22703366.000000 Penalty: 6019.468750
	Iteration 95Q: 3 clusters Score -2.270337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 183615 members 
Entering Unmasked Estep 
Score: -22703376.000000 Penalty: 6019.468750
	Iteration 96Q: 3 clusters Score -2.270338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 183618 members 
Entering Unmasked Estep 
Score: -22703374.000000 Penalty: 6019.468750
	Iteration 97Q: 3 clusters Score -2.270337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 183621 members 
Entering Unmasked Estep 
Score: -22703372.000000 Penalty: 6019.468750
	Iteration 98Q: 3 clusters Score -2.270337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 183623 members 
Entering Unmasked Estep 
Score: -22703366.000000 Penalty: 6019.468750
	Iteration 99Q: 3 clusters Score -2.270337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 183624 members 
Entering Unmasked Estep 
Score: -22703378.000000 Penalty: 6019.468750
	Iteration 100F: 3 clusters Score -2.270338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -61498.929688 Penalty: 1592.965210
	Iteration 0F: 2 clusters Score -61498.93 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 296 members 
Entering Unmasked Estep 
Score: -60008.984375 Penalty: 3185.930420
	Iteration 0F: 3 clusters Score -60008.98 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60316.683594 Penalty: 3185.930420
	Iteration 1F: 3 clusters Score -60316.68 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60482.222656 Penalty: 3185.930420
	Iteration 2F: 3 clusters Score -60482.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -60567.480469 Penalty: 3185.930420
	Iteration 3Q: 3 clusters Score -60567.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60644.886719 Penalty: 3185.930420
	Iteration 4Q: 3 clusters Score -60644.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60707.410156 Penalty: 3185.930420
	Iteration 5Q: 3 clusters Score -60707.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60796.152344 Penalty: 3185.930420
	Iteration 6Q: 3 clusters Score -60796.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60870.425781 Penalty: 3185.930420
	Iteration 7Q: 3 clusters Score -60870.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60894.890625 Penalty: 3185.930420
	Iteration 8Q: 3 clusters Score -60894.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60898.171875 Penalty: 3185.930420
	Iteration 9Q: 3 clusters Score -60898.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60899.062500 Penalty: 3185.930420
	Iteration 10Q: 3 clusters Score -60899.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60899.062500 Penalty: 3185.930420
	Iteration 11F: 3 clusters Score -60899.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Entering Unmasked Estep 
Score: -426078.843750 Penalty: 2040.256592
	Iteration 0F: 2 clusters Score -426078.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -422330.656250 Penalty: 4080.513184
	Iteration 0F: 3 clusters Score -422330.7 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -423189.906250 Penalty: 4080.513184
	Iteration 1F: 3 clusters Score -423189.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -423373.968750 Penalty: 4080.513184
	Iteration 2F: 3 clusters Score -423374 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -423470.687500 Penalty: 4080.513184
	Iteration 3F: 3 clusters Score -423470.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -423530.250000 Penalty: 4080.513184
	Iteration 4Q: 3 clusters Score -423530.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -423578.000000 Penalty: 4080.513184
	Iteration 5Q: 3 clusters Score -423578 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -423610.062500 Penalty: 4080.513184
	Iteration 6Q: 3 clusters Score -423610.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -423644.250000 Penalty: 4080.513184
	Iteration 7Q: 3 clusters Score -423644.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -423672.000000 Penalty: 4080.513184
	Iteration 8Q: 3 clusters Score -423672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -423689.656250 Penalty: 4080.513184
	Iteration 9Q: 3 clusters Score -423689.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -423703.406250 Penalty: 4080.513184
	Iteration 10Q: 3 clusters Score -423703.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -423721.031250 Penalty: 4080.513184
	Iteration 11Q: 3 clusters Score -423721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -423731.375000 Penalty: 4080.513184
	Iteration 12Q: 3 clusters Score -423731.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -423742.406250 Penalty: 4080.513184
	Iteration 13Q: 3 clusters Score -423742.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -423751.687500 Penalty: 4080.513184
	Iteration 14Q: 3 clusters Score -423751.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -423760.750000 Penalty: 4080.513184
	Iteration 15Q: 3 clusters Score -423760.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -423768.843750 Penalty: 4080.513184
	Iteration 16Q: 3 clusters Score -423768.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -423776.750000 Penalty: 4080.513184
	Iteration 17Q: 3 clusters Score -423776.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -423782.312500 Penalty: 4080.513184
	Iteration 18Q: 3 clusters Score -423782.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -423787.312500 Penalty: 4080.513184
	Iteration 19Q: 3 clusters Score -423787.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -423791.187500 Penalty: 4080.513184
	Iteration 20F: 3 clusters Score -423791.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -423795.843750 Penalty: 4080.513184
	Iteration 21Q: 3 clusters Score -423795.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -423797.687500 Penalty: 4080.513184
	Iteration 22Q: 3 clusters Score -423797.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -423801.562500 Penalty: 4080.513184
	Iteration 23Q: 3 clusters Score -423801.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -423803.781250 Penalty: 4080.513184
	Iteration 24Q: 3 clusters Score -423803.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -423808.218750 Penalty: 4080.513184
	Iteration 25Q: 3 clusters Score -423808.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -423813.718750 Penalty: 4080.513184
	Iteration 26Q: 3 clusters Score -423813.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -423815.781250 Penalty: 4080.513184
	Iteration 27Q: 3 clusters Score -423815.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -423819.781250 Penalty: 4080.513184
	Iteration 28Q: 3 clusters Score -423819.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -423823.343750 Penalty: 4080.513184
	Iteration 29Q: 3 clusters Score -423823.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -423825.906250 Penalty: 4080.513184
	Iteration 30Q: 3 clusters Score -423825.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -423827.812500 Penalty: 4080.513184
	Iteration 31Q: 3 clusters Score -423827.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -423828.468750 Penalty: 4080.513184
	Iteration 32Q: 3 clusters Score -423828.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -423829.843750 Penalty: 4080.513184
	Iteration 33Q: 3 clusters Score -423829.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -423831.062500 Penalty: 4080.513184
	Iteration 34Q: 3 clusters Score -423831.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -423831.156250 Penalty: 4080.513184
	Iteration 35Q: 3 clusters Score -423831.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -423831.968750 Penalty: 4080.513184
	Iteration 36Q: 3 clusters Score -423832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -423831.687500 Penalty: 4080.513184
	Iteration 37Q: 3 clusters Score -423831.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -423833.187500 Penalty: 4080.513184
	Iteration 38Q: 3 clusters Score -423833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -423832.843750 Penalty: 4080.513184
	Iteration 39Q: 3 clusters Score -423832.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -423832.843750 Penalty: 4080.513184
	Iteration 40F: 3 clusters Score -423832.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Entering Unmasked Estep 
Score: -301107.718750 Penalty: 1951.137085
	Iteration 0F: 2 clusters Score -301107.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -298056.937500 Penalty: 3902.274170
	Iteration 0F: 3 clusters Score -298056.9 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -298625.687500 Penalty: 3902.274170
	Iteration 1F: 3 clusters Score -298625.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -298803.093750 Penalty: 3902.274170
	Iteration 2F: 3 clusters Score -298803.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -298925.312500 Penalty: 3902.274170
	Iteration 3F: 3 clusters Score -298925.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -299021.531250 Penalty: 3902.274170
	Iteration 4Q: 3 clusters Score -299021.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -299081.375000 Penalty: 3902.274170
	Iteration 5Q: 3 clusters Score -299081.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -299124.062500 Penalty: 3902.274170
	Iteration 6Q: 3 clusters Score -299124.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -299153.625000 Penalty: 3902.274170
	Iteration 7Q: 3 clusters Score -299153.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -299181.687500 Penalty: 3902.274170
	Iteration 8Q: 3 clusters Score -299181.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -299212.062500 Penalty: 3902.274170
	Iteration 9Q: 3 clusters Score -299212.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -299240.656250 Penalty: 3902.274170
	Iteration 10Q: 3 clusters Score -299240.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -299259.468750 Penalty: 3902.274170
	Iteration 11Q: 3 clusters Score -299259.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -299269.031250 Penalty: 3902.274170
	Iteration 12Q: 3 clusters Score -299269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -299275.125000 Penalty: 3902.274170
	Iteration 13Q: 3 clusters Score -299275.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -299278.781250 Penalty: 3902.274170
	Iteration 14Q: 3 clusters Score -299278.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -299283.156250 Penalty: 3902.274170
	Iteration 15Q: 3 clusters Score -299283.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -299286.218750 Penalty: 3902.274170
	Iteration 16Q: 3 clusters Score -299286.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -299289.406250 Penalty: 3902.274170
	Iteration 17Q: 3 clusters Score -299289.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -299294.281250 Penalty: 3902.274170
	Iteration 18Q: 3 clusters Score -299294.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -299297.062500 Penalty: 3902.274170
	Iteration 19Q: 3 clusters Score -299297.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -299297.812500 Penalty: 3902.274170
	Iteration 20F: 3 clusters Score -299297.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -299298.531250 Penalty: 3902.274170
	Iteration 21Q: 3 clusters Score -299298.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -299300.312500 Penalty: 3902.274170
	Iteration 22Q: 3 clusters Score -299300.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -299300.531250 Penalty: 3902.274170
	Iteration 23Q: 3 clusters Score -299300.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -299300.531250 Penalty: 3902.274170
	Iteration 24Q: 3 clusters Score -299300.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -299300.906250 Penalty: 3902.274170
	Iteration 25Q: 3 clusters Score -299300.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -299300.906250 Penalty: 3902.274170
	Iteration 26F: 3 clusters Score -299300.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 131497 members 
Mstep: Class 5 contains 232502 members 
Mstep: Class 6 contains 4497 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48329 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 62567 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 178040 members 
Mstep: Class 14 contains 186470 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304000.000000 Penalty: 57676.941406
Iteration 199Q: 18 clusters Score -1.04304e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 131654 members 
Mstep: Class 5 contains 232515 members 
Mstep: Class 6 contains 4496 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48319 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15650 members 
Mstep: Class 11 contains 62562 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 178002 members 
Mstep: Class 14 contains 186342 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304064.000000 Penalty: 57676.941406
Iteration 200F: 18 clusters Score -1.043041e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 131817 members 
Mstep: Class 5 contains 232541 members 
Mstep: Class 6 contains 4496 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48308 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15658 members 
Mstep: Class 11 contains 62554 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177960 members 
Mstep: Class 14 contains 186206 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304224.000000 Penalty: 57676.941406
Iteration 201Q: 18 clusters Score -1.043042e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 131956 members 
Mstep: Class 5 contains 232554 members 
Mstep: Class 6 contains 4497 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48295 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15672 members 
Mstep: Class 11 contains 62544 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177942 members 
Mstep: Class 14 contains 186080 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304080.000000 Penalty: 57676.941406
Iteration 202Q: 18 clusters Score -1.043041e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 132112 members 
Mstep: Class 5 contains 232560 members 
Mstep: Class 6 contains 4496 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48284 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15682 members 
Mstep: Class 11 contains 62539 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177909 members 
Mstep: Class 14 contains 185958 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304024.000000 Penalty: 57676.941406
Iteration 203Q: 18 clusters Score -1.04304e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 132240 members 
Mstep: Class 5 contains 232586 members 
Mstep: Class 6 contains 4495 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48266 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15699 members 
Mstep: Class 11 contains 62538 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177881 members 
Mstep: Class 14 contains 185835 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304024.000000 Penalty: 57676.941406
Iteration 204Q: 18 clusters Score -1.04304e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 132358 members 
Mstep: Class 5 contains 232602 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48245 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15713 members 
Mstep: Class 11 contains 62532 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177860 members 
Mstep: Class 14 contains 185736 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304064.000000 Penalty: 57676.941406
Iteration 205Q: 18 clusters Score -1.043041e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 132489 members 
Mstep: Class 5 contains 232596 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48230 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15725 members 
Mstep: Class 11 contains 62520 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177827 members 
Mstep: Class 14 contains 185659 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304192.000000 Penalty: 57676.941406
Iteration 206Q: 18 clusters Score -1.043042e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 132628 members 
Mstep: Class 5 contains 232593 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48217 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15729 members 
Mstep: Class 11 contains 62512 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177783 members 
Mstep: Class 14 contains 185584 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304176.000000 Penalty: 57676.941406
Iteration 207Q: 18 clusters Score -1.043042e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 132777 members 
Mstep: Class 5 contains 232592 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48206 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15734 members 
Mstep: Class 11 contains 62501 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177756 members 
Mstep: Class 14 contains 185479 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304224.000000 Penalty: 57676.941406
Iteration 208Q: 18 clusters Score -1.043042e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 132924 members 
Mstep: Class 5 contains 232585 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48195 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15740 members 
Mstep: Class 11 contains 62499 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177728 members 
Mstep: Class 14 contains 185374 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304264.000000 Penalty: 57676.941406
Iteration 209Q: 18 clusters Score -1.043043e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 133060 members 
Mstep: Class 5 contains 232565 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48185 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15750 members 
Mstep: Class 11 contains 62502 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177702 members 
Mstep: Class 14 contains 185282 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304224.000000 Penalty: 57676.941406
Iteration 210Q: 18 clusters Score -1.043042e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 133212 members 
Mstep: Class 5 contains 232551 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48178 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15750 members 
Mstep: Class 11 contains 62500 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177654 members 
Mstep: Class 14 contains 185203 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304296.000000 Penalty: 57676.941406
Iteration 211Q: 18 clusters Score -1.043043e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 133328 members 
Mstep: Class 5 contains 232547 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48172 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15754 members 
Mstep: Class 11 contains 62495 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177615 members 
Mstep: Class 14 contains 185137 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304320.000000 Penalty: 57676.941406
Iteration 212Q: 18 clusters Score -1.043043e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 133438 members 
Mstep: Class 5 contains 232514 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48170 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15765 members 
Mstep: Class 11 contains 62486 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177601 members 
Mstep: Class 14 contains 185074 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304232.000000 Penalty: 57676.941406
Iteration 213Q: 18 clusters Score -1.043042e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 133540 members 
Mstep: Class 5 contains 232493 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48162 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15776 members 
Mstep: Class 11 contains 62486 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177583 members 
Mstep: Class 14 contains 185008 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304272.000000 Penalty: 57676.941406
Iteration 214Q: 18 clusters Score -1.043043e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 133659 members 
Mstep: Class 5 contains 232460 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48159 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15796 members 
Mstep: Class 11 contains 62488 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177553 members 
Mstep: Class 14 contains 184933 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304152.000000 Penalty: 57676.941406
Iteration 215Q: 18 clusters Score -1.043042e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 133778 members 
Mstep: Class 5 contains 232423 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48155 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15806 members 
Mstep: Class 11 contains 62488 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177539 members 
Mstep: Class 14 contains 184860 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304176.000000 Penalty: 57676.941406
Iteration 216Q: 18 clusters Score -1.043042e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 133914 members 
Mstep: Class 5 contains 232373 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48153 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15815 members 
Mstep: Class 11 contains 62481 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177515 members 
Mstep: Class 14 contains 184798 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304152.000000 Penalty: 57676.941406
Iteration 217Q: 18 clusters Score -1.043042e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 134042 members 
Mstep: Class 5 contains 232323 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48149 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15825 members 
Mstep: Class 11 contains 62481 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177494 members 
Mstep: Class 14 contains 184735 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304080.000000 Penalty: 57676.941406
Iteration 218Q: 18 clusters Score -1.043041e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 134166 members 
Mstep: Class 5 contains 232294 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48144 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15838 members 
Mstep: Class 11 contains 62477 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177471 members 
Mstep: Class 14 contains 184659 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304024.000000 Penalty: 57676.941406
Iteration 219Q: 18 clusters Score -1.04304e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 134319 members 
Mstep: Class 5 contains 232256 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48135 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15847 members 
Mstep: Class 11 contains 62470 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177440 members 
Mstep: Class 14 contains 184582 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304168.000000 Penalty: 57676.941406
Iteration 220F: 18 clusters Score -1.043042e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 134467 members 
Mstep: Class 5 contains 232212 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48124 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15856 members 
Mstep: Class 11 contains 62469 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177415 members 
Mstep: Class 14 contains 184504 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304120.000000 Penalty: 57676.941406
Iteration 221Q: 18 clusters Score -1.043041e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 134612 members 
Mstep: Class 5 contains 232200 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48112 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15863 members 
Mstep: Class 11 contains 62465 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177394 members 
Mstep: Class 14 contains 184402 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304120.000000 Penalty: 57676.941406
Iteration 222Q: 18 clusters Score -1.043041e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 134751 members 
Mstep: Class 5 contains 232198 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48093 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15867 members 
Mstep: Class 11 contains 62466 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177363 members 
Mstep: Class 14 contains 184311 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304128.000000 Penalty: 57676.941406
Iteration 223Q: 18 clusters Score -1.043041e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 134895 members 
Mstep: Class 5 contains 232170 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48086 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15863 members 
Mstep: Class 11 contains 62464 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177351 members 
Mstep: Class 14 contains 184221 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304264.000000 Penalty: 57676.941406
Iteration 224Q: 18 clusters Score -1.043043e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 135029 members 
Mstep: Class 5 contains 232138 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48083 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15865 members 
Mstep: Class 11 contains 62459 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177342 members 
Mstep: Class 14 contains 184136 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304208.000000 Penalty: 57676.941406
Iteration 225Q: 18 clusters Score -1.043042e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 135160 members 
Mstep: Class 5 contains 232106 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48079 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15870 members 
Mstep: Class 11 contains 62456 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177323 members 
Mstep: Class 14 contains 184058 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304144.000000 Penalty: 57676.941406
Iteration 226Q: 18 clusters Score -1.043041e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 135276 members 
Mstep: Class 5 contains 232091 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48076 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15874 members 
Mstep: Class 11 contains 62451 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177304 members 
Mstep: Class 14 contains 183980 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304128.000000 Penalty: 57676.941406
Iteration 227Q: 18 clusters Score -1.043041e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 135389 members 
Mstep: Class 5 contains 232063 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48074 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15872 members 
Mstep: Class 11 contains 62447 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177295 members 
Mstep: Class 14 contains 183912 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304192.000000 Penalty: 57676.941406
Iteration 228Q: 18 clusters Score -1.043042e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 135487 members 
Mstep: Class 5 contains 232033 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48071 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15877 members 
Mstep: Class 11 contains 62443 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177285 members 
Mstep: Class 14 contains 183856 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304168.000000 Penalty: 57676.941406
Iteration 229Q: 18 clusters Score -1.043042e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 135598 members 
Mstep: Class 5 contains 232002 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48067 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15884 members 
Mstep: Class 11 contains 62439 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177273 members 
Mstep: Class 14 contains 183789 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304168.000000 Penalty: 57676.941406
Iteration 230Q: 18 clusters Score -1.043042e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 135698 members 
Mstep: Class 5 contains 231966 members 
Mstep: Class 6 contains 4495 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48065 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15898 members 
Mstep: Class 11 contains 62439 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177254 members 
Mstep: Class 14 contains 183730 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304216.000000 Penalty: 57676.941406
Iteration 231Q: 18 clusters Score -1.043042e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 135798 members 
Mstep: Class 5 contains 231933 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48061 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15906 members 
Mstep: Class 11 contains 62434 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177246 members 
Mstep: Class 14 contains 183673 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304208.000000 Penalty: 57676.941406
Iteration 232Q: 18 clusters Score -1.043042e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 135896 members 
Mstep: Class 5 contains 231909 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48059 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15912 members 
Mstep: Class 11 contains 62433 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177231 members 
Mstep: Class 14 contains 183611 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304232.000000 Penalty: 57676.941406
Iteration 233Q: 18 clusters Score -1.043042e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 135992 members 
Mstep: Class 5 contains 231911 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48051 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15921 members 
Mstep: Class 11 contains 62430 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177207 members 
Mstep: Class 14 contains 183539 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304200.000000 Penalty: 57676.941406
Iteration 234Q: 18 clusters Score -1.043042e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 136078 members 
Mstep: Class 5 contains 231911 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48045 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15936 members 
Mstep: Class 11 contains 62419 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177178 members 
Mstep: Class 14 contains 183484 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304288.000000 Penalty: 57676.941406
Iteration 235Q: 18 clusters Score -1.043043e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 136168 members 
Mstep: Class 5 contains 231908 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48039 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 62405 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177145 members 
Mstep: Class 14 contains 183435 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304320.000000 Penalty: 57676.941406
Iteration 236Q: 18 clusters Score -1.043043e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 136262 members 
Mstep: Class 5 contains 231891 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48038 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15962 members 
Mstep: Class 11 contains 62391 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177113 members 
Mstep: Class 14 contains 183396 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304256.000000 Penalty: 57676.941406
Iteration 237Q: 18 clusters Score -1.043043e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 136351 members 
Mstep: Class 5 contains 231877 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48036 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15974 members 
Mstep: Class 11 contains 62381 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177084 members 
Mstep: Class 14 contains 183350 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304280.000000 Penalty: 57676.941406
Iteration 238Q: 18 clusters Score -1.043043e+08 nChanged 192
Entering ConstructFrom: 
Score: -104304280.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -89151.515625 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -89151.52 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 445 members 
Entering Unmasked Estep 
Score: -87291.257812 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -87291.26 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87597.109375 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -87597.11 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -87709.093750 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -87709.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87805.125000 Penalty: 3361.147461
	Iteration 3F: 3 clusters Score -87805.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -87870.273438 Penalty: 3361.147461
	Iteration 4Q: 3 clusters Score -87870.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -87908.390625 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -87908.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87954.398438 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -87954.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -87993.984375 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -87993.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -88031.273438 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -88031.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88053.640625 Penalty: 3361.147461
	Iteration 9Q: 3 clusters Score -88053.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88079.546875 Penalty: 3361.147461
	Iteration 10Q: 3 clusters Score -88079.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -88129.796875 Penalty: 3361.147461
	Iteration 11Q: 3 clusters Score -88129.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -88162.757812 Penalty: 3361.147461
	Iteration 12Q: 3 clusters Score -88162.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88178.296875 Penalty: 3361.147461
	Iteration 13Q: 3 clusters Score -88178.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -88197.906250 Penalty: 3361.147461
	Iteration 14Q: 3 clusters Score -88197.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -88210.773438 Penalty: 3361.147461
	Iteration 15Q: 3 clusters Score -88210.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88220.929688 Penalty: 3361.147461
	Iteration 16Q: 3 clusters Score -88220.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88238.882812 Penalty: 3361.147461
	Iteration 17Q: 3 clusters Score -88238.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88249.031250 Penalty: 3361.147461
	Iteration 18Q: 3 clusters Score -88249.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -88275.281250 Penalty: 3361.147461
	Iteration 19Q: 3 clusters Score -88275.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -88291.023438 Penalty: 3361.147461
	Iteration 20F: 3 clusters Score -88291.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -88302.656250 Penalty: 3361.147461
	Iteration 21Q: 3 clusters Score -88302.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88308.171875 Penalty: 3361.147461
	Iteration 22Q: 3 clusters Score -88308.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88310.250000 Penalty: 3361.147461
	Iteration 23Q: 3 clusters Score -88310.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88310.250000 Penalty: 3361.147461
	Iteration 24F: 3 clusters Score -88310.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -291072.062500 Penalty: 1956.585815
	Iteration 0F: 2 clusters Score -291072.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -287983.750000 Penalty: 3913.171631
	Iteration 0F: 3 clusters Score -287983.8 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -288558.937500 Penalty: 3913.171631
	Iteration 1F: 3 clusters Score -288558.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -288743.218750 Penalty: 3913.171631
	Iteration 2F: 3 clusters Score -288743.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -288853.093750 Penalty: 3913.171631
	Iteration 3F: 3 clusters Score -288853.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -288950.250000 Penalty: 3913.171631
	Iteration 4Q: 3 clusters Score -288950.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -289067.062500 Penalty: 3913.171631
	Iteration 5Q: 3 clusters Score -289067.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -289167.500000 Penalty: 3913.171631
	Iteration 6Q: 3 clusters Score -289167.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -289257.843750 Penalty: 3913.171631
	Iteration 7Q: 3 clusters Score -289257.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -289326.750000 Penalty: 3913.171631
	Iteration 8Q: 3 clusters Score -289326.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -289374.156250 Penalty: 3913.171631
	Iteration 9Q: 3 clusters Score -289374.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -289421.000000 Penalty: 3913.171631
	Iteration 10Q: 3 clusters Score -289421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -289454.156250 Penalty: 3913.171631
	Iteration 11Q: 3 clusters Score -289454.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -289480.906250 Penalty: 3913.171631
	Iteration 12Q: 3 clusters Score -289480.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -289505.218750 Penalty: 3913.171631
	Iteration 13Q: 3 clusters Score -289505.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -289530.656250 Penalty: 3913.171631
	Iteration 14Q: 3 clusters Score -289530.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -289557.468750 Penalty: 3913.171631
	Iteration 15Q: 3 clusters Score -289557.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -289581.875000 Penalty: 3913.171631
	Iteration 16Q: 3 clusters Score -289581.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -289601.093750 Penalty: 3913.171631
	Iteration 17Q: 3 clusters Score -289601.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -289612.031250 Penalty: 3913.171631
	Iteration 18Q: 3 clusters Score -289612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -289618.625000 Penalty: 3913.171631
	Iteration 19Q: 3 clusters Score -289618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -289624.156250 Penalty: 3913.171631
	Iteration 20F: 3 clusters Score -289624.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -289628.000000 Penalty: 3913.171631
	Iteration 21Q: 3 clusters Score -289628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -289629.718750 Penalty: 3913.171631
	Iteration 22Q: 3 clusters Score -289629.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -289631.531250 Penalty: 3913.171631
	Iteration 23Q: 3 clusters Score -289631.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -289635.781250 Penalty: 3913.171631
	Iteration 24Q: 3 clusters Score -289635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -289639.968750 Penalty: 3913.171631
	Iteration 25Q: 3 clusters Score -289640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -289643.406250 Penalty: 3913.171631
	Iteration 26Q: 3 clusters Score -289643.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -289644.375000 Penalty: 3913.171631
	Iteration 27Q: 3 clusters Score -289644.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -289644.375000 Penalty: 3913.171631
	Iteration 28F: 3 clusters Score -289644.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -33947.292969 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -33947.29 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 207 members 
Entering Unmasked Estep 
Score: -32641.810547 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -32641.81 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32842.183594 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -32842.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32921.175781 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -32921.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32969.910156 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -32969.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33009.679688 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -33009.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33046.968750 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -33046.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33073.507812 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -33073.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33087.957031 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -33087.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33108.804688 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -33108.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33123.433594 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -33123.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33139.007812 Penalty: 2992.410889
	Iteration 10Q: 3 clusters Score -33139.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33165.406250 Penalty: 2992.410889
	Iteration 11Q: 3 clusters Score -33165.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33179.941406 Penalty: 2992.410889
	Iteration 12Q: 3 clusters Score -33179.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33196.996094 Penalty: 2992.410889
	Iteration 13Q: 3 clusters Score -33197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33208.253906 Penalty: 2992.410889
	Iteration 14Q: 3 clusters Score -33208.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33215.988281 Penalty: 2992.410889
	Iteration 15Q: 3 clusters Score -33215.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33215.988281 Penalty: 2992.410889
	Iteration 16F: 3 clusters Score -33215.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (136462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136462 members 
Entering Unmasked Estep 
Score: -16631263.000000 Penalty: 2932.302734
	Iteration 0F: 2 clusters Score -1.663126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67974 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -16539429.000000 Penalty: 5864.605469
	Iteration 0F: 3 clusters Score -1.653943e+07 nChanged 65170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62598 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -16578623.000000 Penalty: 5864.605469
	Iteration 1F: 3 clusters Score -1.657862e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59082 members 
Mstep: Class 2 contains 77380 members 
Entering Unmasked Estep 
Score: -16580922.000000 Penalty: 5864.605469
	Iteration 2Q: 3 clusters Score -1.658092e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 82669 members 
Entering Unmasked Estep 
Score: -16584972.000000 Penalty: 5864.605469
	Iteration 3F: 3 clusters Score -1.658497e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -16591911.000000 Penalty: 5864.605469
	Iteration 4F: 3 clusters Score -1.659191e+07 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 99294 members 
Entering Unmasked Estep 
Score: -16601965.000000 Penalty: 5864.605469
	Iteration 5F: 3 clusters Score -1.660196e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 107981 members 
Entering Unmasked Estep 
Score: -16612477.000000 Penalty: 5864.605469
	Iteration 6F: 3 clusters Score -1.661248e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 113636 members 
Entering Unmasked Estep 
Score: -16620185.000000 Penalty: 5864.605469
	Iteration 7F: 3 clusters Score -1.662018e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 116588 members 
Entering Unmasked Estep 
Score: -16623605.000000 Penalty: 5864.605469
	Iteration 8Q: 3 clusters Score -1.66236e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 118454 members 
Entering Unmasked Estep 
Score: -16624880.000000 Penalty: 5864.605469
	Iteration 9Q: 3 clusters Score -1.662488e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 120021 members 
Entering Unmasked Estep 
Score: -16625567.000000 Penalty: 5864.605469
	Iteration 10Q: 3 clusters Score -1.662557e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 121351 members 
Entering Unmasked Estep 
Score: -16626046.000000 Penalty: 5864.605469
	Iteration 11Q: 3 clusters Score -1.662605e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 122521 members 
Entering Unmasked Estep 
Score: -16626370.000000 Penalty: 5864.605469
	Iteration 12Q: 3 clusters Score -1.662637e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 123563 members 
Entering Unmasked Estep 
Score: -16626769.000000 Penalty: 5864.605469
	Iteration 13Q: 3 clusters Score -1.662677e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 124560 members 
Entering Unmasked Estep 
Score: -16627039.000000 Penalty: 5864.605469
	Iteration 14Q: 3 clusters Score -1.662704e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 125464 members 
Entering Unmasked Estep 
Score: -16627348.000000 Penalty: 5864.605469
	Iteration 15Q: 3 clusters Score -1.662735e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 126291 members 
Entering Unmasked Estep 
Score: -16627589.000000 Penalty: 5864.605469
	Iteration 16Q: 3 clusters Score -1.662759e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 127091 members 
Entering Unmasked Estep 
Score: -16627819.000000 Penalty: 5864.605469
	Iteration 17Q: 3 clusters Score -1.662782e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 127804 members 
Entering Unmasked Estep 
Score: -16628051.000000 Penalty: 5864.605469
	Iteration 18Q: 3 clusters Score -1.662805e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 128468 members 
Entering Unmasked Estep 
Score: -16628243.000000 Penalty: 5864.605469
	Iteration 19Q: 3 clusters Score -1.662824e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 129027 members 
Entering Unmasked Estep 
Score: -16628395.000000 Penalty: 5864.605469
	Iteration 20F: 3 clusters Score -1.66284e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 129525 members 
Entering Unmasked Estep 
Score: -16628515.000000 Penalty: 5864.605469
	Iteration 21Q: 3 clusters Score -1.662852e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 129995 members 
Entering Unmasked Estep 
Score: -16628618.000000 Penalty: 5864.605469
	Iteration 22Q: 3 clusters Score -1.662862e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 130408 members 
Entering Unmasked Estep 
Score: -16628720.000000 Penalty: 5864.605469
	Iteration 23Q: 3 clusters Score -1.662872e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 130804 members 
Entering Unmasked Estep 
Score: -16628838.000000 Penalty: 5864.605469
	Iteration 24Q: 3 clusters Score -1.662884e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 131149 members 
Entering Unmasked Estep 
Score: -16628905.000000 Penalty: 5864.605469
	Iteration 25Q: 3 clusters Score -1.66289e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 131457 members 
Entering Unmasked Estep 
Score: -16629004.000000 Penalty: 5864.605469
	Iteration 26Q: 3 clusters Score -1.6629e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 131724 members 
Entering Unmasked Estep 
Score: -16629022.000000 Penalty: 5864.605469
	Iteration 27Q: 3 clusters Score -1.662902e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 131940 members 
Entering Unmasked Estep 
Score: -16629032.000000 Penalty: 5864.605469
	Iteration 28Q: 3 clusters Score -1.662903e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 132151 members 
Entering Unmasked Estep 
Score: -16629054.000000 Penalty: 5864.605469
	Iteration 29Q: 3 clusters Score -1.662905e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 132329 members 
Entering Unmasked Estep 
Score: -16629118.000000 Penalty: 5864.605469
	Iteration 30Q: 3 clusters Score -1.662912e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 132486 members 
Entering Unmasked Estep 
Score: -16629135.000000 Penalty: 5864.605469
	Iteration 31Q: 3 clusters Score -1.662914e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 132632 members 
Entering Unmasked Estep 
Score: -16629182.000000 Penalty: 5864.605469
	Iteration 32Q: 3 clusters Score -1.662918e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 132761 members 
Entering Unmasked Estep 
Score: -16629172.000000 Penalty: 5864.605469
	Iteration 33Q: 3 clusters Score -1.662917e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 132862 members 
Entering Unmasked Estep 
Score: -16629197.000000 Penalty: 5864.605469
	Iteration 34Q: 3 clusters Score -1.66292e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 132952 members 
Entering Unmasked Estep 
Score: -16629226.000000 Penalty: 5864.605469
	Iteration 35Q: 3 clusters Score -1.662923e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 133025 members 
Entering Unmasked Estep 
Score: -16629247.000000 Penalty: 5864.605469
	Iteration 36Q: 3 clusters Score -1.662925e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 133097 members 
Entering Unmasked Estep 
Score: -16629252.000000 Penalty: 5864.605469
	Iteration 37Q: 3 clusters Score -1.662925e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 133160 members 
Entering Unmasked Estep 
Score: -16629285.000000 Penalty: 5864.605469
	Iteration 38Q: 3 clusters Score -1.662928e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 133225 members 
Entering Unmasked Estep 
Score: -16629270.000000 Penalty: 5864.605469
	Iteration 39Q: 3 clusters Score -1.662927e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 133277 members 
Entering Unmasked Estep 
Score: -16629283.000000 Penalty: 5864.605469
	Iteration 40F: 3 clusters Score -1.662928e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 133322 members 
Entering Unmasked Estep 
Score: -16629327.000000 Penalty: 5864.605469
	Iteration 41Q: 3 clusters Score -1.662933e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 133376 members 
Entering Unmasked Estep 
Score: -16629298.000000 Penalty: 5864.605469
	Iteration 42Q: 3 clusters Score -1.66293e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 133428 members 
Entering Unmasked Estep 
Score: -16629325.000000 Penalty: 5864.605469
	Iteration 43Q: 3 clusters Score -1.662932e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 133470 members 
Entering Unmasked Estep 
Score: -16629332.000000 Penalty: 5864.605469
	Iteration 44Q: 3 clusters Score -1.662933e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 133499 members 
Entering Unmasked Estep 
Score: -16629359.000000 Penalty: 5864.605469
	Iteration 45Q: 3 clusters Score -1.662936e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 133535 members 
Entering Unmasked Estep 
Score: -16629366.000000 Penalty: 5864.605469
	Iteration 46Q: 3 clusters Score -1.662937e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 133574 members 
Entering Unmasked Estep 
Score: -16629397.000000 Penalty: 5864.605469
	Iteration 47Q: 3 clusters Score -1.66294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 133608 members 
Entering Unmasked Estep 
Score: -16629399.000000 Penalty: 5864.605469
	Iteration 48Q: 3 clusters Score -1.66294e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 133639 members 
Entering Unmasked Estep 
Score: -16629415.000000 Penalty: 5864.605469
	Iteration 49Q: 3 clusters Score -1.662942e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 133673 members 
Entering Unmasked Estep 
Score: -16629397.000000 Penalty: 5864.605469
	Iteration 50Q: 3 clusters Score -1.66294e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 133708 members 
Entering Unmasked Estep 
Score: -16629390.000000 Penalty: 5864.605469
	Iteration 51Q: 3 clusters Score -1.662939e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 133743 members 
Entering Unmasked Estep 
Score: -16629389.000000 Penalty: 5864.605469
	Iteration 52Q: 3 clusters Score -1.662939e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 133766 members 
Entering Unmasked Estep 
Score: -16629397.000000 Penalty: 5864.605469
	Iteration 53Q: 3 clusters Score -1.66294e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 133792 members 
Entering Unmasked Estep 
Score: -16629410.000000 Penalty: 5864.605469
	Iteration 54Q: 3 clusters Score -1.662941e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 133819 members 
Entering Unmasked Estep 
Score: -16629417.000000 Penalty: 5864.605469
	Iteration 55Q: 3 clusters Score -1.662942e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 133854 members 
Entering Unmasked Estep 
Score: -16629424.000000 Penalty: 5864.605469
	Iteration 56Q: 3 clusters Score -1.662942e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 133889 members 
Entering Unmasked Estep 
Score: -16629443.000000 Penalty: 5864.605469
	Iteration 57Q: 3 clusters Score -1.662944e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 133920 members 
Entering Unmasked Estep 
Score: -16629471.000000 Penalty: 5864.605469
	Iteration 58Q: 3 clusters Score -1.662947e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 133945 members 
Entering Unmasked Estep 
Score: -16629464.000000 Penalty: 5864.605469
	Iteration 59Q: 3 clusters Score -1.662946e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 133975 members 
Entering Unmasked Estep 
Score: -16629475.000000 Penalty: 5864.605469
	Iteration 60F: 3 clusters Score -1.662948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 133997 members 
Entering Unmasked Estep 
Score: -16629466.000000 Penalty: 5864.605469
	Iteration 61Q: 3 clusters Score -1.662947e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 134025 members 
Entering Unmasked Estep 
Score: -16629468.000000 Penalty: 5864.605469
	Iteration 62Q: 3 clusters Score -1.662947e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 134047 members 
Entering Unmasked Estep 
Score: -16629476.000000 Penalty: 5864.605469
	Iteration 63Q: 3 clusters Score -1.662948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 134069 members 
Entering Unmasked Estep 
Score: -16629465.000000 Penalty: 5864.605469
	Iteration 64Q: 3 clusters Score -1.662946e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 134088 members 
Entering Unmasked Estep 
Score: -16629451.000000 Penalty: 5864.605469
	Iteration 65Q: 3 clusters Score -1.662945e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 134101 members 
Entering Unmasked Estep 
Score: -16629460.000000 Penalty: 5864.605469
	Iteration 66Q: 3 clusters Score -1.662946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 134108 members 
Entering Unmasked Estep 
Score: -16629466.000000 Penalty: 5864.605469
	Iteration 67Q: 3 clusters Score -1.662947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 134114 members 
Entering Unmasked Estep 
Score: -16629480.000000 Penalty: 5864.605469
	Iteration 68Q: 3 clusters Score -1.662948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 134116 members 
Entering Unmasked Estep 
Score: -16629470.000000 Penalty: 5864.605469
	Iteration 69Q: 3 clusters Score -1.662947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 134119 members 
Entering Unmasked Estep 
Score: -16629485.000000 Penalty: 5864.605469
	Iteration 70Q: 3 clusters Score -1.662948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 134125 members 
Entering Unmasked Estep 
Score: -16629484.000000 Penalty: 5864.605469
	Iteration 71Q: 3 clusters Score -1.662948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 134130 members 
Entering Unmasked Estep 
Score: -16629494.000000 Penalty: 5864.605469
	Iteration 72Q: 3 clusters Score -1.662949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 134135 members 
Entering Unmasked Estep 
Score: -16629503.000000 Penalty: 5864.605469
	Iteration 73Q: 3 clusters Score -1.66295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 134139 members 
Entering Unmasked Estep 
Score: -16629485.000000 Penalty: 5864.605469
	Iteration 74Q: 3 clusters Score -1.662948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 134144 members 
Entering Unmasked Estep 
Score: -16629483.000000 Penalty: 5864.605469
	Iteration 75Q: 3 clusters Score -1.662948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 134149 members 
Entering Unmasked Estep 
Score: -16629465.000000 Penalty: 5864.605469
	Iteration 76Q: 3 clusters Score -1.662946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 134153 members 
Entering Unmasked Estep 
Score: -16629476.000000 Penalty: 5864.605469
	Iteration 77Q: 3 clusters Score -1.662948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 134155 members 
Entering Unmasked Estep 
Score: -16629464.000000 Penalty: 5864.605469
	Iteration 78Q: 3 clusters Score -1.662946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 134156 members 
Entering Unmasked Estep 
Score: -16629470.000000 Penalty: 5864.605469
	Iteration 79Q: 3 clusters Score -1.662947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 134158 members 
Entering Unmasked Estep 
Score: -16629467.000000 Penalty: 5864.605469
	Iteration 80F: 3 clusters Score -1.662947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 134161 members 
Entering Unmasked Estep 
Score: -16629467.000000 Penalty: 5864.605469
	Iteration 81Q: 3 clusters Score -1.662947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 134165 members 
Entering Unmasked Estep 
Score: -16629477.000000 Penalty: 5864.605469
	Iteration 82Q: 3 clusters Score -1.662948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 134166 members 
Entering Unmasked Estep 
Score: -16629474.000000 Penalty: 5864.605469
	Iteration 83Q: 3 clusters Score -1.662947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 134168 members 
Entering Unmasked Estep 
Score: -16629483.000000 Penalty: 5864.605469
	Iteration 84Q: 3 clusters Score -1.662948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 134169 members 
Entering Unmasked Estep 
Score: -16629482.000000 Penalty: 5864.605469
	Iteration 85Q: 3 clusters Score -1.662948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 134169 members 
Entering Unmasked Estep 
Score: -16629482.000000 Penalty: 5864.605469
	Iteration 86F: 3 clusters Score -1.662948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (231850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231850 members 
Entering Unmasked Estep 
Score: -28060004.000000 Penalty: 3063.753662
	Iteration 0F: 2 clusters Score -2.806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116073 members 
Mstep: Class 2 contains 115777 members 
Entering Unmasked Estep 
Score: -27909168.000000 Penalty: 6127.507324
	Iteration 0F: 3 clusters Score -2.790917e+07 nChanged 112131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119116 members 
Mstep: Class 2 contains 112734 members 
Entering Unmasked Estep 
Score: -27974610.000000 Penalty: 6127.507324
	Iteration 1F: 3 clusters Score -2.797461e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120946 members 
Mstep: Class 2 contains 110904 members 
Entering Unmasked Estep 
Score: -27975726.000000 Penalty: 6127.507324
	Iteration 2Q: 3 clusters Score -2.797573e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123804 members 
Mstep: Class 2 contains 108046 members 
Entering Unmasked Estep 
Score: -27977478.000000 Penalty: 6127.507324
	Iteration 3Q: 3 clusters Score -2.797748e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128264 members 
Mstep: Class 2 contains 103586 members 
Entering Unmasked Estep 
Score: -27980114.000000 Penalty: 6127.507324
	Iteration 4Q: 3 clusters Score -2.798011e+07 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134935 members 
Mstep: Class 2 contains 96915 members 
Entering Unmasked Estep 
Score: -27984870.000000 Penalty: 6127.507324
	Iteration 5Q: 3 clusters Score -2.798487e+07 nChanged 12972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144239 members 
Mstep: Class 2 contains 87611 members 
Entering Unmasked Estep 
Score: -27993330.000000 Penalty: 6127.507324
	Iteration 6F: 3 clusters Score -2.799333e+07 nChanged 15332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155309 members 
Mstep: Class 2 contains 76541 members 
Entering Unmasked Estep 
Score: -28005680.000000 Penalty: 6127.507324
	Iteration 7F: 3 clusters Score -2.800568e+07 nChanged 15917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166218 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -28019248.000000 Penalty: 6127.507324
	Iteration 8F: 3 clusters Score -2.801925e+07 nChanged 13836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174776 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -28029814.000000 Penalty: 6127.507324
	Iteration 9F: 3 clusters Score -2.802981e+07 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180848 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -28035700.000000 Penalty: 6127.507324
	Iteration 10Q: 3 clusters Score -2.80357e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185889 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -28039140.000000 Penalty: 6127.507324
	Iteration 11Q: 3 clusters Score -2.803914e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190789 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -28041762.000000 Penalty: 6127.507324
	Iteration 12Q: 3 clusters Score -2.804176e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195638 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -28044628.000000 Penalty: 6127.507324
	Iteration 13Q: 3 clusters Score -2.804463e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200205 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -28047166.000000 Penalty: 6127.507324
	Iteration 14Q: 3 clusters Score -2.804717e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204355 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -28049592.000000 Penalty: 6127.507324
	Iteration 15Q: 3 clusters Score -2.804959e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208107 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -28051388.000000 Penalty: 6127.507324
	Iteration 16Q: 3 clusters Score -2.805139e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211420 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -28052930.000000 Penalty: 6127.507324
	Iteration 17Q: 3 clusters Score -2.805293e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214176 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -28054206.000000 Penalty: 6127.507324
	Iteration 18Q: 3 clusters Score -2.805421e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216516 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -28055162.000000 Penalty: 6127.507324
	Iteration 19Q: 3 clusters Score -2.805516e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218399 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -28055908.000000 Penalty: 6127.507324
	Iteration 20F: 3 clusters Score -2.805591e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219999 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -28056452.000000 Penalty: 6127.507324
	Iteration 21Q: 3 clusters Score -2.805645e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221348 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -28056790.000000 Penalty: 6127.507324
	Iteration 22Q: 3 clusters Score -2.805679e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222496 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -28057158.000000 Penalty: 6127.507324
	Iteration 23Q: 3 clusters Score -2.805716e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223459 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -28057246.000000 Penalty: 6127.507324
	Iteration 24Q: 3 clusters Score -2.805725e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224307 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -28057486.000000 Penalty: 6127.507324
	Iteration 25Q: 3 clusters Score -2.805749e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225039 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -28057634.000000 Penalty: 6127.507324
	Iteration 26Q: 3 clusters Score -2.805763e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225686 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -28057756.000000 Penalty: 6127.507324
	Iteration 27Q: 3 clusters Score -2.805776e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226263 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -28057778.000000 Penalty: 6127.507324
	Iteration 28Q: 3 clusters Score -2.805778e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226759 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -28057802.000000 Penalty: 6127.507324
	Iteration 29Q: 3 clusters Score -2.80578e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227162 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -28057822.000000 Penalty: 6127.507324
	Iteration 30Q: 3 clusters Score -2.805782e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227519 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -28057888.000000 Penalty: 6127.507324
	Iteration 31Q: 3 clusters Score -2.805789e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227853 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -28057818.000000 Penalty: 6127.507324
	Iteration 32Q: 3 clusters Score -2.805782e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228151 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -28057864.000000 Penalty: 6127.507324
	Iteration 33Q: 3 clusters Score -2.805786e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228415 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -28057938.000000 Penalty: 6127.507324
	Iteration 34Q: 3 clusters Score -2.805794e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228651 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -28057898.000000 Penalty: 6127.507324
	Iteration 35Q: 3 clusters Score -2.80579e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228860 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -28057940.000000 Penalty: 6127.507324
	Iteration 36Q: 3 clusters Score -2.805794e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229040 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -28058004.000000 Penalty: 6127.507324
	Iteration 37Q: 3 clusters Score -2.8058e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229208 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -28058056.000000 Penalty: 6127.507324
	Iteration 38Q: 3 clusters Score -2.805806e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229349 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -28058078.000000 Penalty: 6127.507324
	Iteration 39Q: 3 clusters Score -2.805808e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229480 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -28058048.000000 Penalty: 6127.507324
	Iteration 40F: 3 clusters Score -2.805805e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229593 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -28058048.000000 Penalty: 6127.507324
	Iteration 41Q: 3 clusters Score -2.805805e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229690 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -28058032.000000 Penalty: 6127.507324
	Iteration 42Q: 3 clusters Score -2.805803e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229791 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -28058002.000000 Penalty: 6127.507324
	Iteration 43Q: 3 clusters Score -2.8058e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229863 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -28057990.000000 Penalty: 6127.507324
	Iteration 44Q: 3 clusters Score -2.805799e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229924 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -28057990.000000 Penalty: 6127.507324
	Iteration 45Q: 3 clusters Score -2.805799e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229991 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -28058016.000000 Penalty: 6127.507324
	Iteration 46Q: 3 clusters Score -2.805802e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230059 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -28058020.000000 Penalty: 6127.507324
	Iteration 47Q: 3 clusters Score -2.805802e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230102 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -28058058.000000 Penalty: 6127.507324
	Iteration 48Q: 3 clusters Score -2.805806e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230134 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -28058068.000000 Penalty: 6127.507324
	Iteration 49Q: 3 clusters Score -2.805807e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230164 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -28058040.000000 Penalty: 6127.507324
	Iteration 50Q: 3 clusters Score -2.805804e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230182 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -28058030.000000 Penalty: 6127.507324
	Iteration 51Q: 3 clusters Score -2.805803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230197 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -28058014.000000 Penalty: 6127.507324
	Iteration 52Q: 3 clusters Score -2.805801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230208 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -28058002.000000 Penalty: 6127.507324
	Iteration 53Q: 3 clusters Score -2.8058e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230224 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -28057998.000000 Penalty: 6127.507324
	Iteration 54Q: 3 clusters Score -2.8058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230238 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -28057966.000000 Penalty: 6127.507324
	Iteration 55Q: 3 clusters Score -2.805797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230254 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -28057972.000000 Penalty: 6127.507324
	Iteration 56Q: 3 clusters Score -2.805797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230270 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -28057966.000000 Penalty: 6127.507324
	Iteration 57Q: 3 clusters Score -2.805797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230281 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -28057952.000000 Penalty: 6127.507324
	Iteration 58Q: 3 clusters Score -2.805795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230289 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -28057934.000000 Penalty: 6127.507324
	Iteration 59Q: 3 clusters Score -2.805793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230294 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -28057938.000000 Penalty: 6127.507324
	Iteration 60F: 3 clusters Score -2.805794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230307 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -28057956.000000 Penalty: 6127.507324
	Iteration 61Q: 3 clusters Score -2.805796e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230321 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -28057954.000000 Penalty: 6127.507324
	Iteration 62Q: 3 clusters Score -2.805795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230339 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -28057940.000000 Penalty: 6127.507324
	Iteration 63Q: 3 clusters Score -2.805794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230354 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -28057930.000000 Penalty: 6127.507324
	Iteration 64Q: 3 clusters Score -2.805793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230360 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -28057948.000000 Penalty: 6127.507324
	Iteration 65Q: 3 clusters Score -2.805795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230367 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -28057946.000000 Penalty: 6127.507324
	Iteration 66Q: 3 clusters Score -2.805795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230369 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -28057944.000000 Penalty: 6127.507324
	Iteration 67Q: 3 clusters Score -2.805794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230370 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -28057938.000000 Penalty: 6127.507324
	Iteration 68Q: 3 clusters Score -2.805794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230371 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -28057942.000000 Penalty: 6127.507324
	Iteration 69Q: 3 clusters Score -2.805794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230372 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -28057948.000000 Penalty: 6127.507324
	Iteration 70Q: 3 clusters Score -2.805795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230374 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -28057944.000000 Penalty: 6127.507324
	Iteration 71Q: 3 clusters Score -2.805794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230377 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -28057934.000000 Penalty: 6127.507324
	Iteration 72Q: 3 clusters Score -2.805793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230382 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -28057932.000000 Penalty: 6127.507324
	Iteration 73Q: 3 clusters Score -2.805793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230386 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -28057932.000000 Penalty: 6127.507324
	Iteration 74Q: 3 clusters Score -2.805793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230389 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -28057950.000000 Penalty: 6127.507324
	Iteration 75Q: 3 clusters Score -2.805795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230393 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -28057930.000000 Penalty: 6127.507324
	Iteration 76Q: 3 clusters Score -2.805793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230399 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -28057928.000000 Penalty: 6127.507324
	Iteration 77Q: 3 clusters Score -2.805793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230403 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -28057938.000000 Penalty: 6127.507324
	Iteration 78Q: 3 clusters Score -2.805794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230406 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -28057914.000000 Penalty: 6127.507324
	Iteration 79Q: 3 clusters Score -2.805791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230410 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -28057922.000000 Penalty: 6127.507324
	Iteration 80F: 3 clusters Score -2.805792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230414 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -28057904.000000 Penalty: 6127.507324
	Iteration 81Q: 3 clusters Score -2.80579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230418 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -28057906.000000 Penalty: 6127.507324
	Iteration 82Q: 3 clusters Score -2.805791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230422 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -28057904.000000 Penalty: 6127.507324
	Iteration 83Q: 3 clusters Score -2.80579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230426 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -28057892.000000 Penalty: 6127.507324
	Iteration 84Q: 3 clusters Score -2.805789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230428 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -28057894.000000 Penalty: 6127.507324
	Iteration 85Q: 3 clusters Score -2.805789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230428 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -28057894.000000 Penalty: 6127.507324
	Iteration 86F: 3 clusters Score -2.805789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Entering Unmasked Estep 
Score: -511048.843750 Penalty: 2085.748291
	Iteration 0F: 2 clusters Score -511048.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -506867.656250 Penalty: 4171.496582
	Iteration 0F: 3 clusters Score -506867.7 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -507858.000000 Penalty: 4171.496582
	Iteration 1F: 3 clusters Score -507858 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -508078.468750 Penalty: 4171.496582
	Iteration 2F: 3 clusters Score -508078.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -508202.000000 Penalty: 4171.496582
	Iteration 3Q: 3 clusters Score -508202 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -508287.750000 Penalty: 4171.496582
	Iteration 4Q: 3 clusters Score -508287.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -508339.218750 Penalty: 4171.496582
	Iteration 5Q: 3 clusters Score -508339.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -508384.218750 Penalty: 4171.496582
	Iteration 6Q: 3 clusters Score -508384.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -508413.312500 Penalty: 4171.496582
	Iteration 7Q: 3 clusters Score -508413.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -508441.093750 Penalty: 4171.496582
	Iteration 8Q: 3 clusters Score -508441.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -508460.250000 Penalty: 4171.496582
	Iteration 9Q: 3 clusters Score -508460.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -508477.156250 Penalty: 4171.496582
	Iteration 10Q: 3 clusters Score -508477.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -508492.093750 Penalty: 4171.496582
	Iteration 11Q: 3 clusters Score -508492.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -508505.312500 Penalty: 4171.496582
	Iteration 12Q: 3 clusters Score -508505.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -508519.718750 Penalty: 4171.496582
	Iteration 13Q: 3 clusters Score -508519.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -508536.187500 Penalty: 4171.496582
	Iteration 14Q: 3 clusters Score -508536.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -508548.812500 Penalty: 4171.496582
	Iteration 15Q: 3 clusters Score -508548.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -508558.718750 Penalty: 4171.496582
	Iteration 16Q: 3 clusters Score -508558.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -508566.187500 Penalty: 4171.496582
	Iteration 17Q: 3 clusters Score -508566.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -508571.812500 Penalty: 4171.496582
	Iteration 18Q: 3 clusters Score -508571.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -508575.343750 Penalty: 4171.496582
	Iteration 19Q: 3 clusters Score -508575.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -508579.187500 Penalty: 4171.496582
	Iteration 20F: 3 clusters Score -508579.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -508580.750000 Penalty: 4171.496582
	Iteration 21Q: 3 clusters Score -508580.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -508582.937500 Penalty: 4171.496582
	Iteration 22Q: 3 clusters Score -508582.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -508585.125000 Penalty: 4171.496582
	Iteration 23Q: 3 clusters Score -508585.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -508588.656250 Penalty: 4171.496582
	Iteration 24Q: 3 clusters Score -508588.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -508591.843750 Penalty: 4171.496582
	Iteration 25Q: 3 clusters Score -508591.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -508593.375000 Penalty: 4171.496582
	Iteration 26Q: 3 clusters Score -508593.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -508595.843750 Penalty: 4171.496582
	Iteration 27Q: 3 clusters Score -508595.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -508598.187500 Penalty: 4171.496582
	Iteration 28Q: 3 clusters Score -508598.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -508601.125000 Penalty: 4171.496582
	Iteration 29Q: 3 clusters Score -508601.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -508601.906250 Penalty: 4171.496582
	Iteration 30Q: 3 clusters Score -508601.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -508602.437500 Penalty: 4171.496582
	Iteration 31Q: 3 clusters Score -508602.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -508604.062500 Penalty: 4171.496582
	Iteration 32Q: 3 clusters Score -508604.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -508606.968750 Penalty: 4171.496582
	Iteration 33Q: 3 clusters Score -508607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -508613.968750 Penalty: 4171.496582
	Iteration 34Q: 3 clusters Score -508614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -508621.218750 Penalty: 4171.496582
	Iteration 35Q: 3 clusters Score -508621.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -508626.312500 Penalty: 4171.496582
	Iteration 36Q: 3 clusters Score -508626.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -508628.687500 Penalty: 4171.496582
	Iteration 37Q: 3 clusters Score -508628.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -508631.500000 Penalty: 4171.496582
	Iteration 38Q: 3 clusters Score -508631.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -508634.125000 Penalty: 4171.496582
	Iteration 39Q: 3 clusters Score -508634.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -508636.531250 Penalty: 4171.496582
	Iteration 40F: 3 clusters Score -508636.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -508639.656250 Penalty: 4171.496582
	Iteration 41Q: 3 clusters Score -508639.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -508642.281250 Penalty: 4171.496582
	Iteration 42Q: 3 clusters Score -508642.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -508646.593750 Penalty: 4171.496582
	Iteration 43Q: 3 clusters Score -508646.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -508649.750000 Penalty: 4171.496582
	Iteration 44Q: 3 clusters Score -508649.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -508653.500000 Penalty: 4171.496582
	Iteration 45Q: 3 clusters Score -508653.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -508656.156250 Penalty: 4171.496582
	Iteration 46Q: 3 clusters Score -508656.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -508658.031250 Penalty: 4171.496582
	Iteration 47Q: 3 clusters Score -508658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -508660.625000 Penalty: 4171.496582
	Iteration 48Q: 3 clusters Score -508660.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -508663.187500 Penalty: 4171.496582
	Iteration 49Q: 3 clusters Score -508663.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -508664.468750 Penalty: 4171.496582
	Iteration 50Q: 3 clusters Score -508664.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -508668.218750 Penalty: 4171.496582
	Iteration 51Q: 3 clusters Score -508668.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -508671.000000 Penalty: 4171.496582
	Iteration 52Q: 3 clusters Score -508671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -508672.687500 Penalty: 4171.496582
	Iteration 53Q: 3 clusters Score -508672.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -508674.593750 Penalty: 4171.496582
	Iteration 54Q: 3 clusters Score -508674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -508675.843750 Penalty: 4171.496582
	Iteration 55Q: 3 clusters Score -508675.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -508675.437500 Penalty: 4171.496582
	Iteration 56Q: 3 clusters Score -508675.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -508677.406250 Penalty: 4171.496582
	Iteration 57Q: 3 clusters Score -508677.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -508679.468750 Penalty: 4171.496582
	Iteration 58Q: 3 clusters Score -508679.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -508682.093750 Penalty: 4171.496582
	Iteration 59Q: 3 clusters Score -508682.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -508683.343750 Penalty: 4171.496582
	Iteration 60F: 3 clusters Score -508683.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -508684.906250 Penalty: 4171.496582
	Iteration 61Q: 3 clusters Score -508684.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -508689.062500 Penalty: 4171.496582
	Iteration 62Q: 3 clusters Score -508689.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -508693.812500 Penalty: 4171.496582
	Iteration 63Q: 3 clusters Score -508693.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -508700.218750 Penalty: 4171.496582
	Iteration 64Q: 3 clusters Score -508700.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -508710.437500 Penalty: 4171.496582
	Iteration 65Q: 3 clusters Score -508710.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -508718.906250 Penalty: 4171.496582
	Iteration 66Q: 3 clusters Score -508718.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -508726.156250 Penalty: 4171.496582
	Iteration 67Q: 3 clusters Score -508726.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -508730.906250 Penalty: 4171.496582
	Iteration 68Q: 3 clusters Score -508730.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -508733.937500 Penalty: 4171.496582
	Iteration 69Q: 3 clusters Score -508733.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -508735.156250 Penalty: 4171.496582
	Iteration 70Q: 3 clusters Score -508735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -508735.312500 Penalty: 4171.496582
	Iteration 71Q: 3 clusters Score -508735.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -508737.562500 Penalty: 4171.496582
	Iteration 72Q: 3 clusters Score -508737.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -508737.781250 Penalty: 4171.496582
	Iteration 73Q: 3 clusters Score -508737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -508739.906250 Penalty: 4171.496582
	Iteration 74Q: 3 clusters Score -508739.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -508741.781250 Penalty: 4171.496582
	Iteration 75Q: 3 clusters Score -508741.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -508744.968750 Penalty: 4171.496582
	Iteration 76Q: 3 clusters Score -508745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -508748.531250 Penalty: 4171.496582
	Iteration 77Q: 3 clusters Score -508748.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -508751.593750 Penalty: 4171.496582
	Iteration 78Q: 3 clusters Score -508751.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -508755.625000 Penalty: 4171.496582
	Iteration 79Q: 3 clusters Score -508755.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -508759.156250 Penalty: 4171.496582
	Iteration 80F: 3 clusters Score -508759.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -508763.406250 Penalty: 4171.496582
	Iteration 81Q: 3 clusters Score -508763.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -508771.343750 Penalty: 4171.496582
	Iteration 82Q: 3 clusters Score -508771.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -508779.281250 Penalty: 4171.496582
	Iteration 83Q: 3 clusters Score -508779.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -508784.593750 Penalty: 4171.496582
	Iteration 84Q: 3 clusters Score -508784.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -508792.656250 Penalty: 4171.496582
	Iteration 85Q: 3 clusters Score -508792.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -508802.281250 Penalty: 4171.496582
	Iteration 86Q: 3 clusters Score -508802.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -508809.468750 Penalty: 4171.496582
	Iteration 87Q: 3 clusters Score -508809.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -508813.656250 Penalty: 4171.496582
	Iteration 88Q: 3 clusters Score -508813.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -508819.250000 Penalty: 4171.496582
	Iteration 89Q: 3 clusters Score -508819.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -508826.562500 Penalty: 4171.496582
	Iteration 90Q: 3 clusters Score -508826.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -508833.656250 Penalty: 4171.496582
	Iteration 91Q: 3 clusters Score -508833.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -508839.812500 Penalty: 4171.496582
	Iteration 92Q: 3 clusters Score -508839.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -508845.781250 Penalty: 4171.496582
	Iteration 93Q: 3 clusters Score -508845.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -508853.218750 Penalty: 4171.496582
	Iteration 94Q: 3 clusters Score -508853.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -508859.875000 Penalty: 4171.496582
	Iteration 95Q: 3 clusters Score -508859.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -508869.281250 Penalty: 4171.496582
	Iteration 96Q: 3 clusters Score -508869.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -508877.906250 Penalty: 4171.496582
	Iteration 97Q: 3 clusters Score -508877.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -508883.312500 Penalty: 4171.496582
	Iteration 98Q: 3 clusters Score -508883.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -508886.687500 Penalty: 4171.496582
	Iteration 99Q: 3 clusters Score -508886.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -508888.062500 Penalty: 4171.496582
	Iteration 100F: 3 clusters Score -508888.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -508892.718750 Penalty: 4171.496582
	Iteration 101Q: 3 clusters Score -508892.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -508895.812500 Penalty: 4171.496582
	Iteration 102Q: 3 clusters Score -508895.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -508898.187500 Penalty: 4171.496582
	Iteration 103Q: 3 clusters Score -508898.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -508901.562500 Penalty: 4171.496582
	Iteration 104Q: 3 clusters Score -508901.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -508904.343750 Penalty: 4171.496582
	Iteration 105Q: 3 clusters Score -508904.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -508906.406250 Penalty: 4171.496582
	Iteration 106Q: 3 clusters Score -508906.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -508908.656250 Penalty: 4171.496582
	Iteration 107Q: 3 clusters Score -508908.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -508912.468750 Penalty: 4171.496582
	Iteration 108Q: 3 clusters Score -508912.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -508919.468750 Penalty: 4171.496582
	Iteration 109Q: 3 clusters Score -508919.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -508927.218750 Penalty: 4171.496582
	Iteration 110Q: 3 clusters Score -508927.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -508940.375000 Penalty: 4171.496582
	Iteration 111Q: 3 clusters Score -508940.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -508953.468750 Penalty: 4171.496582
	Iteration 112Q: 3 clusters Score -508953.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -508967.687500 Penalty: 4171.496582
	Iteration 113Q: 3 clusters Score -508967.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -508980.812500 Penalty: 4171.496582
	Iteration 114Q: 3 clusters Score -508980.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -508989.093750 Penalty: 4171.496582
	Iteration 115Q: 3 clusters Score -508989.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -509002.156250 Penalty: 4171.496582
	Iteration 116Q: 3 clusters Score -509002.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -509012.562500 Penalty: 4171.496582
	Iteration 117Q: 3 clusters Score -509012.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -509025.375000 Penalty: 4171.496582
	Iteration 118Q: 3 clusters Score -509025.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -509038.062500 Penalty: 4171.496582
	Iteration 119Q: 3 clusters Score -509038.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -509052.250000 Penalty: 4171.496582
	Iteration 120F: 3 clusters Score -509052.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -509059.093750 Penalty: 4171.496582
	Iteration 121Q: 3 clusters Score -509059.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -509064.625000 Penalty: 4171.496582
	Iteration 122Q: 3 clusters Score -509064.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -509072.406250 Penalty: 4171.496582
	Iteration 123Q: 3 clusters Score -509072.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -509082.187500 Penalty: 4171.496582
	Iteration 124Q: 3 clusters Score -509082.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -509092.468750 Penalty: 4171.496582
	Iteration 125Q: 3 clusters Score -509092.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -509102.281250 Penalty: 4171.496582
	Iteration 126Q: 3 clusters Score -509102.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -509110.343750 Penalty: 4171.496582
	Iteration 127Q: 3 clusters Score -509110.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -509115.156250 Penalty: 4171.496582
	Iteration 128Q: 3 clusters Score -509115.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -509119.218750 Penalty: 4171.496582
	Iteration 129Q: 3 clusters Score -509119.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -509120.843750 Penalty: 4171.496582
	Iteration 130Q: 3 clusters Score -509120.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -509122.062500 Penalty: 4171.496582
	Iteration 131Q: 3 clusters Score -509122.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -509121.468750 Penalty: 4171.496582
	Iteration 132Q: 3 clusters Score -509121.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -509123.250000 Penalty: 4171.496582
	Iteration 133Q: 3 clusters Score -509123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -509123.562500 Penalty: 4171.496582
	Iteration 134Q: 3 clusters Score -509123.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -509124.250000 Penalty: 4171.496582
	Iteration 135Q: 3 clusters Score -509124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -509123.531250 Penalty: 4171.496582
	Iteration 136Q: 3 clusters Score -509123.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -509123.968750 Penalty: 4171.496582
	Iteration 137Q: 3 clusters Score -509124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -509125.875000 Penalty: 4171.496582
	Iteration 138Q: 3 clusters Score -509125.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -509127.437500 Penalty: 4171.496582
	Iteration 139Q: 3 clusters Score -509127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -509127.281250 Penalty: 4171.496582
	Iteration 140F: 3 clusters Score -509127.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -203748.156250 Penalty: 1868.356079
	Iteration 0F: 2 clusters Score -203748.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -201205.250000 Penalty: 3736.712158
	Iteration 0F: 3 clusters Score -201205.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -201686.562500 Penalty: 3736.712158
	Iteration 1F: 3 clusters Score -201686.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -201839.406250 Penalty: 3736.712158
	Iteration 2F: 3 clusters Score -201839.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -201930.890625 Penalty: 3736.712158
	Iteration 3Q: 3 clusters Score -201930.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -201986.015625 Penalty: 3736.712158
	Iteration 4Q: 3 clusters Score -201986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -202015.578125 Penalty: 3736.712158
	Iteration 5Q: 3 clusters Score -202015.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -202042.921875 Penalty: 3736.712158
	Iteration 6Q: 3 clusters Score -202042.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -202065.843750 Penalty: 3736.712158
	Iteration 7Q: 3 clusters Score -202065.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -202079.000000 Penalty: 3736.712158
	Iteration 8Q: 3 clusters Score -202079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -202086.562500 Penalty: 3736.712158
	Iteration 9Q: 3 clusters Score -202086.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -202090.578125 Penalty: 3736.712158
	Iteration 10Q: 3 clusters Score -202090.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -202094.656250 Penalty: 3736.712158
	Iteration 11Q: 3 clusters Score -202094.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -202096.250000 Penalty: 3736.712158
	Iteration 12Q: 3 clusters Score -202096.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -202100.578125 Penalty: 3736.712158
	Iteration 13Q: 3 clusters Score -202100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -202102.593750 Penalty: 3736.712158
	Iteration 14Q: 3 clusters Score -202102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -202103.890625 Penalty: 3736.712158
	Iteration 15Q: 3 clusters Score -202103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -202105.468750 Penalty: 3736.712158
	Iteration 16Q: 3 clusters Score -202105.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -202108.156250 Penalty: 3736.712158
	Iteration 17Q: 3 clusters Score -202108.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -202111.140625 Penalty: 3736.712158
	Iteration 18Q: 3 clusters Score -202111.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -202112.203125 Penalty: 3736.712158
	Iteration 19Q: 3 clusters Score -202112.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -202114.843750 Penalty: 3736.712158
	Iteration 20F: 3 clusters Score -202114.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -202119.390625 Penalty: 3736.712158
	Iteration 21Q: 3 clusters Score -202119.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -202126.890625 Penalty: 3736.712158
	Iteration 22Q: 3 clusters Score -202126.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -202131.406250 Penalty: 3736.712158
	Iteration 23Q: 3 clusters Score -202131.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -202139.359375 Penalty: 3736.712158
	Iteration 24Q: 3 clusters Score -202139.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -202145.796875 Penalty: 3736.712158
	Iteration 25Q: 3 clusters Score -202145.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -202164.609375 Penalty: 3736.712158
	Iteration 26Q: 3 clusters Score -202164.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -202190.109375 Penalty: 3736.712158
	Iteration 27Q: 3 clusters Score -202190.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -202216.953125 Penalty: 3736.712158
	Iteration 28Q: 3 clusters Score -202217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -202232.703125 Penalty: 3736.712158
	Iteration 29Q: 3 clusters Score -202232.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -202249.921875 Penalty: 3736.712158
	Iteration 30Q: 3 clusters Score -202249.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -202266.890625 Penalty: 3736.712158
	Iteration 31Q: 3 clusters Score -202266.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -202274.515625 Penalty: 3736.712158
	Iteration 32Q: 3 clusters Score -202274.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -202279.234375 Penalty: 3736.712158
	Iteration 33Q: 3 clusters Score -202279.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -202289.171875 Penalty: 3736.712158
	Iteration 34Q: 3 clusters Score -202289.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -202293.937500 Penalty: 3736.712158
	Iteration 35Q: 3 clusters Score -202293.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -202300.265625 Penalty: 3736.712158
	Iteration 36Q: 3 clusters Score -202300.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -202304.265625 Penalty: 3736.712158
	Iteration 37Q: 3 clusters Score -202304.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -202308.625000 Penalty: 3736.712158
	Iteration 38Q: 3 clusters Score -202308.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -202313.453125 Penalty: 3736.712158
	Iteration 39Q: 3 clusters Score -202313.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -202317.062500 Penalty: 3736.712158
	Iteration 40F: 3 clusters Score -202317.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -202321.328125 Penalty: 3736.712158
	Iteration 41Q: 3 clusters Score -202321.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -202325.703125 Penalty: 3736.712158
	Iteration 42Q: 3 clusters Score -202325.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -202328.656250 Penalty: 3736.712158
	Iteration 43Q: 3 clusters Score -202328.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -202330.781250 Penalty: 3736.712158
	Iteration 44Q: 3 clusters Score -202330.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -202331.906250 Penalty: 3736.712158
	Iteration 45Q: 3 clusters Score -202331.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -202331.906250 Penalty: 3736.712158
	Iteration 46F: 3 clusters Score -202331.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Entering Unmasked Estep 
Score: -5659383.000000 Penalty: 2673.367188
	Iteration 0F: 2 clusters Score -5659383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -5626812.500000 Penalty: 5346.734375
	Iteration 0F: 3 clusters Score -5626812 nChanged 22173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -5639119.500000 Penalty: 5346.734375
	Iteration 1F: 3 clusters Score -5639120 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -5639526.500000 Penalty: 5346.734375
	Iteration 2Q: 3 clusters Score -5639526 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -5639907.000000 Penalty: 5346.734375
	Iteration 3Q: 3 clusters Score -5639907 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -5640222.500000 Penalty: 5346.734375
	Iteration 4Q: 3 clusters Score -5640222 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -5640540.000000 Penalty: 5346.734375
	Iteration 5Q: 3 clusters Score -5640540 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -5640945.000000 Penalty: 5346.734375
	Iteration 6Q: 3 clusters Score -5640945 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -5641472.500000 Penalty: 5346.734375
	Iteration 7Q: 3 clusters Score -5641472 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -5642160.500000 Penalty: 5346.734375
	Iteration 8Q: 3 clusters Score -5642160 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -5643193.500000 Penalty: 5346.734375
	Iteration 9Q: 3 clusters Score -5643194 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -5644820.000000 Penalty: 5346.734375
	Iteration 10F: 3 clusters Score -5644820 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -5647195.000000 Penalty: 5346.734375
	Iteration 11F: 3 clusters Score -5647195 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -5650091.500000 Penalty: 5346.734375
	Iteration 12F: 3 clusters Score -5650092 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -5652822.000000 Penalty: 5346.734375
	Iteration 13F: 3 clusters Score -5652822 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -5654916.000000 Penalty: 5346.734375
	Iteration 14Q: 3 clusters Score -5654916 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -5656024.000000 Penalty: 5346.734375
	Iteration 15Q: 3 clusters Score -5656024 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -5656577.000000 Penalty: 5346.734375
	Iteration 16Q: 3 clusters Score -5656577 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -5656802.500000 Penalty: 5346.734375
	Iteration 17Q: 3 clusters Score -5656802 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -5656917.500000 Penalty: 5346.734375
	Iteration 18Q: 3 clusters Score -5656918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -5656984.000000 Penalty: 5346.734375
	Iteration 19Q: 3 clusters Score -5656984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -5657035.500000 Penalty: 5346.734375
	Iteration 20F: 3 clusters Score -5657036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -5657063.500000 Penalty: 5346.734375
	Iteration 21Q: 3 clusters Score -5657064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -5657079.000000 Penalty: 5346.734375
	Iteration 22Q: 3 clusters Score -5657079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -5657086.000000 Penalty: 5346.734375
	Iteration 23Q: 3 clusters Score -5657086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -5657085.500000 Penalty: 5346.734375
	Iteration 24Q: 3 clusters Score -5657086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -5657085.500000 Penalty: 5346.734375
	Iteration 25F: 3 clusters Score -5657086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -55998.746094 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -55998.75 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 285 members 
Entering Unmasked Estep 
Score: -54503.433594 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -54503.43 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54759.832031 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -54759.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54824.667969 Penalty: 3135.101074
	Iteration 2Q: 3 clusters Score -54824.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54876.589844 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -54876.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54904.753906 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -54904.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54952.988281 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -54952.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54969.867188 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -54969.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54981.089844 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -54981.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54995.523438 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -54995.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55014.222656 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -55014.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55031.683594 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -55031.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55049.195312 Penalty: 3135.101074
	Iteration 11Q: 3 clusters Score -55049.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -55073.566406 Penalty: 3135.101074
	Iteration 12Q: 3 clusters Score -55073.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -55097.164062 Penalty: 3135.101074
	Iteration 13Q: 3 clusters Score -55097.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -55110.628906 Penalty: 3135.101074
	Iteration 14Q: 3 clusters Score -55110.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -55115.210938 Penalty: 3135.101074
	Iteration 15Q: 3 clusters Score -55115.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -55115.210938 Penalty: 3135.101074
	Iteration 16F: 3 clusters Score -55115.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Entering Unmasked Estep 
Score: -1978321.875000 Penalty: 2400.461670
	Iteration 0F: 2 clusters Score -1978322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1966814.625000 Penalty: 4800.923340
	Iteration 0F: 3 clusters Score -1966815 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1970396.500000 Penalty: 4800.923340
	Iteration 1F: 3 clusters Score -1970396 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1970726.500000 Penalty: 4800.923340
	Iteration 2F: 3 clusters Score -1970726 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1970988.500000 Penalty: 4800.923340
	Iteration 3Q: 3 clusters Score -1970988 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1971187.250000 Penalty: 4800.923340
	Iteration 4Q: 3 clusters Score -1971187 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1971350.375000 Penalty: 4800.923340
	Iteration 5Q: 3 clusters Score -1971350 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1971528.875000 Penalty: 4800.923340
	Iteration 6Q: 3 clusters Score -1971529 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1971700.625000 Penalty: 4800.923340
	Iteration 7Q: 3 clusters Score -1971701 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1971924.875000 Penalty: 4800.923340
	Iteration 8Q: 3 clusters Score -1971925 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1972210.000000 Penalty: 4800.923340
	Iteration 9Q: 3 clusters Score -1972210 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1972614.875000 Penalty: 4800.923340
	Iteration 10Q: 3 clusters Score -1972615 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1973141.375000 Penalty: 4800.923340
	Iteration 11F: 3 clusters Score -1973141 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1973821.000000 Penalty: 4800.923340
	Iteration 12F: 3 clusters Score -1973821 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1974558.500000 Penalty: 4800.923340
	Iteration 13F: 3 clusters Score -1974558 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1975199.875000 Penalty: 4800.923340
	Iteration 14Q: 3 clusters Score -1975200 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1975618.875000 Penalty: 4800.923340
	Iteration 15Q: 3 clusters Score -1975619 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1975870.875000 Penalty: 4800.923340
	Iteration 16Q: 3 clusters Score -1975871 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1976005.000000 Penalty: 4800.923340
	Iteration 17Q: 3 clusters Score -1976005 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1976071.375000 Penalty: 4800.923340
	Iteration 18Q: 3 clusters Score -1976071 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1976113.000000 Penalty: 4800.923340
	Iteration 19Q: 3 clusters Score -1976113 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1976150.500000 Penalty: 4800.923340
	Iteration 20F: 3 clusters Score -1976150 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1976173.500000 Penalty: 4800.923340
	Iteration 21Q: 3 clusters Score -1976174 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1976197.125000 Penalty: 4800.923340
	Iteration 22Q: 3 clusters Score -1976197 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1976212.000000 Penalty: 4800.923340
	Iteration 23Q: 3 clusters Score -1976212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1976229.625000 Penalty: 4800.923340
	Iteration 24Q: 3 clusters Score -1976230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1976239.375000 Penalty: 4800.923340
	Iteration 25Q: 3 clusters Score -1976239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1976241.000000 Penalty: 4800.923340
	Iteration 26Q: 3 clusters Score -1976241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1976251.375000 Penalty: 4800.923340
	Iteration 27Q: 3 clusters Score -1976251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1976257.000000 Penalty: 4800.923340
	Iteration 28Q: 3 clusters Score -1976257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1976265.750000 Penalty: 4800.923340
	Iteration 29Q: 3 clusters Score -1976266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1976268.875000 Penalty: 4800.923340
	Iteration 30Q: 3 clusters Score -1976269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1976273.125000 Penalty: 4800.923340
	Iteration 31Q: 3 clusters Score -1976273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1976278.125000 Penalty: 4800.923340
	Iteration 32Q: 3 clusters Score -1976278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1976286.750000 Penalty: 4800.923340
	Iteration 33Q: 3 clusters Score -1976287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1976295.125000 Penalty: 4800.923340
	Iteration 34Q: 3 clusters Score -1976295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1976303.875000 Penalty: 4800.923340
	Iteration 35Q: 3 clusters Score -1976304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1976304.250000 Penalty: 4800.923340
	Iteration 36Q: 3 clusters Score -1976304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1976316.375000 Penalty: 4800.923340
	Iteration 37Q: 3 clusters Score -1976316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1976328.250000 Penalty: 4800.923340
	Iteration 38Q: 3 clusters Score -1976328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1976336.375000 Penalty: 4800.923340
	Iteration 39Q: 3 clusters Score -1976336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1976334.500000 Penalty: 4800.923340
	Iteration 40F: 3 clusters Score -1976334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1976335.125000 Penalty: 4800.923340
	Iteration 41Q: 3 clusters Score -1976335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1976334.500000 Penalty: 4800.923340
	Iteration 42Q: 3 clusters Score -1976334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1976338.875000 Penalty: 4800.923340
	Iteration 43Q: 3 clusters Score -1976339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1976336.375000 Penalty: 4800.923340
	Iteration 44Q: 3 clusters Score -1976336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1976335.750000 Penalty: 4800.923340
	Iteration 45Q: 3 clusters Score -1976336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1976340.250000 Penalty: 4800.923340
	Iteration 46Q: 3 clusters Score -1976340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1976339.125000 Penalty: 4800.923340
	Iteration 47Q: 3 clusters Score -1976339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1976338.000000 Penalty: 4800.923340
	Iteration 48Q: 3 clusters Score -1976338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1976338.500000 Penalty: 4800.923340
	Iteration 49Q: 3 clusters Score -1976338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1976341.000000 Penalty: 4800.923340
	Iteration 50Q: 3 clusters Score -1976341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1976348.500000 Penalty: 4800.923340
	Iteration 51Q: 3 clusters Score -1976348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1976350.000000 Penalty: 4800.923340
	Iteration 52Q: 3 clusters Score -1976350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1976351.375000 Penalty: 4800.923340
	Iteration 53Q: 3 clusters Score -1976351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1976349.000000 Penalty: 4800.923340
	Iteration 54Q: 3 clusters Score -1976349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1976349.500000 Penalty: 4800.923340
	Iteration 55Q: 3 clusters Score -1976350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1976350.625000 Penalty: 4800.923340
	Iteration 56Q: 3 clusters Score -1976351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1976354.250000 Penalty: 4800.923340
	Iteration 57Q: 3 clusters Score -1976354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1976355.250000 Penalty: 4800.923340
	Iteration 58Q: 3 clusters Score -1976355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1976354.750000 Penalty: 4800.923340
	Iteration 59Q: 3 clusters Score -1976355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1976357.125000 Penalty: 4800.923340
	Iteration 60F: 3 clusters Score -1976357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1976357.000000 Penalty: 4800.923340
	Iteration 61Q: 3 clusters Score -1976357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1976359.375000 Penalty: 4800.923340
	Iteration 62Q: 3 clusters Score -1976359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1976365.250000 Penalty: 4800.923340
	Iteration 63Q: 3 clusters Score -1976365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1976368.750000 Penalty: 4800.923340
	Iteration 64Q: 3 clusters Score -1976369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1976371.500000 Penalty: 4800.923340
	Iteration 65Q: 3 clusters Score -1976372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1976374.875000 Penalty: 4800.923340
	Iteration 66Q: 3 clusters Score -1976375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1976376.625000 Penalty: 4800.923340
	Iteration 67Q: 3 clusters Score -1976377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1976378.375000 Penalty: 4800.923340
	Iteration 68Q: 3 clusters Score -1976378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1976379.750000 Penalty: 4800.923340
	Iteration 69Q: 3 clusters Score -1976380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1976382.375000 Penalty: 4800.923340
	Iteration 70Q: 3 clusters Score -1976382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1976383.500000 Penalty: 4800.923340
	Iteration 71Q: 3 clusters Score -1976384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1976388.250000 Penalty: 4800.923340
	Iteration 72Q: 3 clusters Score -1976388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1976389.125000 Penalty: 4800.923340
	Iteration 73Q: 3 clusters Score -1976389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1976390.250000 Penalty: 4800.923340
	Iteration 74Q: 3 clusters Score -1976390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1976390.625000 Penalty: 4800.923340
	Iteration 75Q: 3 clusters Score -1976391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1976390.625000 Penalty: 4800.923340
	Iteration 76F: 3 clusters Score -1976391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Entering Unmasked Estep 
Score: -7653853.000000 Penalty: 2738.128174
	Iteration 0F: 2 clusters Score -7653853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -7611941.500000 Penalty: 5476.256348
	Iteration 0F: 3 clusters Score -7611942 nChanged 29043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -7628476.000000 Penalty: 5476.256348
	Iteration 1F: 3 clusters Score -7628476 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -7629220.500000 Penalty: 5476.256348
	Iteration 2Q: 3 clusters Score -7629220 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -7630355.000000 Penalty: 5476.256348
	Iteration 3Q: 3 clusters Score -7630355 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -7632133.500000 Penalty: 5476.256348
	Iteration 4F: 3 clusters Score -7632134 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -7635345.000000 Penalty: 5476.256348
	Iteration 5F: 3 clusters Score -7635345 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -7639936.500000 Penalty: 5476.256348
	Iteration 6F: 3 clusters Score -7639936 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -7645034.500000 Penalty: 5476.256348
	Iteration 7F: 3 clusters Score -7645034 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -7648697.000000 Penalty: 5476.256348
	Iteration 8F: 3 clusters Score -7648697 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -7650418.000000 Penalty: 5476.256348
	Iteration 9Q: 3 clusters Score -7650418 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61201 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7651132.500000 Penalty: 5476.256348
	Iteration 10Q: 3 clusters Score -7651132 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7651402.000000 Penalty: 5476.256348
	Iteration 11Q: 3 clusters Score -7651402 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61606 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7651493.000000 Penalty: 5476.256348
	Iteration 12Q: 3 clusters Score -7651493 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7651557.000000 Penalty: 5476.256348
	Iteration 13Q: 3 clusters Score -7651557 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7651618.500000 Penalty: 5476.256348
	Iteration 14Q: 3 clusters Score -7651618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7651628.500000 Penalty: 5476.256348
	Iteration 15Q: 3 clusters Score -7651628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61756 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7651644.000000 Penalty: 5476.256348
	Iteration 16Q: 3 clusters Score -7651644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7651652.500000 Penalty: 5476.256348
	Iteration 17Q: 3 clusters Score -7651652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7651653.500000 Penalty: 5476.256348
	Iteration 18Q: 3 clusters Score -7651654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7651655.000000 Penalty: 5476.256348
	Iteration 19Q: 3 clusters Score -7651655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7651658.500000 Penalty: 5476.256348
	Iteration 20F: 3 clusters Score -7651658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7651661.000000 Penalty: 5476.256348
	Iteration 21Q: 3 clusters Score -7651661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7651667.000000 Penalty: 5476.256348
	Iteration 22Q: 3 clusters Score -7651667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7651665.000000 Penalty: 5476.256348
	Iteration 23Q: 3 clusters Score -7651665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7651670.000000 Penalty: 5476.256348
	Iteration 24Q: 3 clusters Score -7651670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61807 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7651673.000000 Penalty: 5476.256348
	Iteration 25Q: 3 clusters Score -7651673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61808 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7651671.000000 Penalty: 5476.256348
	Iteration 26Q: 3 clusters Score -7651671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61808 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7651671.000000 Penalty: 5476.256348
	Iteration 27F: 3 clusters Score -7651671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -78218.164062 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -78218.16 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 379 members 
Entering Unmasked Estep 
Score: -76479.070312 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -76479.07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -76748.531250 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -76748.53 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -76849.398438 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -76849.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76896.203125 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -76896.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76936.164062 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -76936.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76969.007812 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -76969.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77011.546875 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -77011.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77037.023438 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -77037.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77067.289062 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -77067.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77096.234375 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -77096.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77122.804688 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -77122.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77149.507812 Penalty: 3308.071045
	Iteration 11Q: 3 clusters Score -77149.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -77163.562500 Penalty: 3308.071045
	Iteration 12Q: 3 clusters Score -77163.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -77190.398438 Penalty: 3308.071045
	Iteration 13Q: 3 clusters Score -77190.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -77206.781250 Penalty: 3308.071045
	Iteration 14Q: 3 clusters Score -77206.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -77213.500000 Penalty: 3308.071045
	Iteration 15Q: 3 clusters Score -77213.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -77218.835938 Penalty: 3308.071045
	Iteration 16Q: 3 clusters Score -77218.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77224.187500 Penalty: 3308.071045
	Iteration 17Q: 3 clusters Score -77224.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77225.453125 Penalty: 3308.071045
	Iteration 18Q: 3 clusters Score -77225.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77225.453125 Penalty: 3308.071045
	Iteration 19F: 3 clusters Score -77225.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (177059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177059 members 
Entering Unmasked Estep 
Score: -21591440.000000 Penalty: 2996.891113
	Iteration 0F: 2 clusters Score -2.159144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88571 members 
Mstep: Class 2 contains 88488 members 
Entering Unmasked Estep 
Score: -21474528.000000 Penalty: 5993.782227
	Iteration 0F: 3 clusters Score -2.147453e+07 nChanged 84942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 87632 members 
Entering Unmasked Estep 
Score: -21524086.000000 Penalty: 5993.782227
	Iteration 1F: 3 clusters Score -2.152409e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90149 members 
Mstep: Class 2 contains 86910 members 
Entering Unmasked Estep 
Score: -21524680.000000 Penalty: 5993.782227
	Iteration 2Q: 3 clusters Score -2.152468e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91403 members 
Mstep: Class 2 contains 85656 members 
Entering Unmasked Estep 
Score: -21525572.000000 Penalty: 5993.782227
	Iteration 3Q: 3 clusters Score -2.152557e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93430 members 
Mstep: Class 2 contains 83629 members 
Entering Unmasked Estep 
Score: -21526808.000000 Penalty: 5993.782227
	Iteration 4Q: 3 clusters Score -2.152681e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96672 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -21528422.000000 Penalty: 5993.782227
	Iteration 5Q: 3 clusters Score -2.152842e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101587 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -21531232.000000 Penalty: 5993.782227
	Iteration 6Q: 3 clusters Score -2.153123e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108719 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -21536228.000000 Penalty: 5993.782227
	Iteration 7F: 3 clusters Score -2.153623e+07 nChanged 11576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118197 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -21544662.000000 Penalty: 5993.782227
	Iteration 8F: 3 clusters Score -2.154466e+07 nChanged 13121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128846 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -21556304.000000 Penalty: 5993.782227
	Iteration 9F: 3 clusters Score -2.15563e+07 nChanged 12246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138212 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -21567840.000000 Penalty: 5993.782227
	Iteration 10F: 3 clusters Score -2.156784e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144555 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -21575528.000000 Penalty: 5993.782227
	Iteration 11F: 3 clusters Score -2.157553e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148806 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -21579494.000000 Penalty: 5993.782227
	Iteration 12Q: 3 clusters Score -2.157949e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152246 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -21581804.000000 Penalty: 5993.782227
	Iteration 13Q: 3 clusters Score -2.15818e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155185 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -21583550.000000 Penalty: 5993.782227
	Iteration 14Q: 3 clusters Score -2.158355e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157754 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -21584944.000000 Penalty: 5993.782227
	Iteration 15Q: 3 clusters Score -2.158494e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160008 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -21585978.000000 Penalty: 5993.782227
	Iteration 16Q: 3 clusters Score -2.158598e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161839 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -21586834.000000 Penalty: 5993.782227
	Iteration 17Q: 3 clusters Score -2.158683e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163414 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -21587278.000000 Penalty: 5993.782227
	Iteration 18Q: 3 clusters Score -2.158728e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164804 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -21587768.000000 Penalty: 5993.782227
	Iteration 19Q: 3 clusters Score -2.158777e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166019 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -21588290.000000 Penalty: 5993.782227
	Iteration 20F: 3 clusters Score -2.158829e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167108 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -21588668.000000 Penalty: 5993.782227
	Iteration 21Q: 3 clusters Score -2.158867e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168101 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -21589022.000000 Penalty: 5993.782227
	Iteration 22Q: 3 clusters Score -2.158902e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168938 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -21589280.000000 Penalty: 5993.782227
	Iteration 23Q: 3 clusters Score -2.158928e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169652 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -21589596.000000 Penalty: 5993.782227
	Iteration 24Q: 3 clusters Score -2.15896e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170255 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -21589674.000000 Penalty: 5993.782227
	Iteration 25Q: 3 clusters Score -2.158967e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170789 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -21589834.000000 Penalty: 5993.782227
	Iteration 26Q: 3 clusters Score -2.158983e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171249 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -21590004.000000 Penalty: 5993.782227
	Iteration 27Q: 3 clusters Score -2.159e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171627 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -21590078.000000 Penalty: 5993.782227
	Iteration 28Q: 3 clusters Score -2.159008e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171922 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -21590144.000000 Penalty: 5993.782227
	Iteration 29Q: 3 clusters Score -2.159014e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172184 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -21590218.000000 Penalty: 5993.782227
	Iteration 30Q: 3 clusters Score -2.159022e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172414 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -21590296.000000 Penalty: 5993.782227
	Iteration 31Q: 3 clusters Score -2.15903e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172614 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -21590308.000000 Penalty: 5993.782227
	Iteration 32Q: 3 clusters Score -2.159031e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172783 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -21590278.000000 Penalty: 5993.782227
	Iteration 33Q: 3 clusters Score -2.159028e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172929 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -21590248.000000 Penalty: 5993.782227
	Iteration 34Q: 3 clusters Score -2.159025e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173053 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -21590264.000000 Penalty: 5993.782227
	Iteration 35Q: 3 clusters Score -2.159026e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173169 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -21590260.000000 Penalty: 5993.782227
	Iteration 36Q: 3 clusters Score -2.159026e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173282 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -21590258.000000 Penalty: 5993.782227
	Iteration 37Q: 3 clusters Score -2.159026e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173382 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -21590240.000000 Penalty: 5993.782227
	Iteration 38Q: 3 clusters Score -2.159024e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173464 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -21590236.000000 Penalty: 5993.782227
	Iteration 39Q: 3 clusters Score -2.159024e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173531 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -21590202.000000 Penalty: 5993.782227
	Iteration 40F: 3 clusters Score -2.15902e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173579 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -21590214.000000 Penalty: 5993.782227
	Iteration 41Q: 3 clusters Score -2.159021e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173622 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -21590174.000000 Penalty: 5993.782227
	Iteration 42Q: 3 clusters Score -2.159017e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173670 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -21590212.000000 Penalty: 5993.782227
	Iteration 43Q: 3 clusters Score -2.159021e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173707 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -21590200.000000 Penalty: 5993.782227
	Iteration 44Q: 3 clusters Score -2.15902e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173745 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -21590178.000000 Penalty: 5993.782227
	Iteration 45Q: 3 clusters Score -2.159018e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173777 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -21590172.000000 Penalty: 5993.782227
	Iteration 46Q: 3 clusters Score -2.159017e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173804 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -21590182.000000 Penalty: 5993.782227
	Iteration 47Q: 3 clusters Score -2.159018e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173831 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -21590168.000000 Penalty: 5993.782227
	Iteration 48Q: 3 clusters Score -2.159017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173843 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -21590162.000000 Penalty: 5993.782227
	Iteration 49Q: 3 clusters Score -2.159016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173856 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -21590154.000000 Penalty: 5993.782227
	Iteration 50Q: 3 clusters Score -2.159015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173864 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -21590142.000000 Penalty: 5993.782227
	Iteration 51Q: 3 clusters Score -2.159014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173872 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -21590140.000000 Penalty: 5993.782227
	Iteration 52Q: 3 clusters Score -2.159014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173879 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -21590144.000000 Penalty: 5993.782227
	Iteration 53Q: 3 clusters Score -2.159014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173890 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -21590156.000000 Penalty: 5993.782227
	Iteration 54Q: 3 clusters Score -2.159016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173899 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -21590152.000000 Penalty: 5993.782227
	Iteration 55Q: 3 clusters Score -2.159015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173906 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -21590164.000000 Penalty: 5993.782227
	Iteration 56Q: 3 clusters Score -2.159016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173913 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -21590166.000000 Penalty: 5993.782227
	Iteration 57Q: 3 clusters Score -2.159017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173923 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -21590152.000000 Penalty: 5993.782227
	Iteration 58Q: 3 clusters Score -2.159015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173928 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -21590160.000000 Penalty: 5993.782227
	Iteration 59Q: 3 clusters Score -2.159016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173932 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -21590158.000000 Penalty: 5993.782227
	Iteration 60F: 3 clusters Score -2.159016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173938 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -21590170.000000 Penalty: 5993.782227
	Iteration 61Q: 3 clusters Score -2.159017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173942 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -21590170.000000 Penalty: 5993.782227
	Iteration 62Q: 3 clusters Score -2.159017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173948 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -21590172.000000 Penalty: 5993.782227
	Iteration 63Q: 3 clusters Score -2.159017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173953 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -21590164.000000 Penalty: 5993.782227
	Iteration 64Q: 3 clusters Score -2.159016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173955 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -21590168.000000 Penalty: 5993.782227
	Iteration 65Q: 3 clusters Score -2.159017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173957 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -21590166.000000 Penalty: 5993.782227
	Iteration 66Q: 3 clusters Score -2.159017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173957 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -21590166.000000 Penalty: 5993.782227
	Iteration 67F: 3 clusters Score -2.159017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (183294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183294 members 
Entering Unmasked Estep 
Score: -22323064.000000 Penalty: 3005.474121
	Iteration 0F: 2 clusters Score -2.232306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91586 members 
Mstep: Class 2 contains 91708 members 
Entering Unmasked Estep 
Score: -22202842.000000 Penalty: 6010.948242
	Iteration 0F: 3 clusters Score -2.220284e+07 nChanged 87957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90483 members 
Mstep: Class 2 contains 92811 members 
Entering Unmasked Estep 
Score: -22254530.000000 Penalty: 6010.948242
	Iteration 1F: 3 clusters Score -2.225453e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 93481 members 
Entering Unmasked Estep 
Score: -22255696.000000 Penalty: 6010.948242
	Iteration 2Q: 3 clusters Score -2.22557e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 94480 members 
Entering Unmasked Estep 
Score: -22257120.000000 Penalty: 6010.948242
	Iteration 3Q: 3 clusters Score -2.225712e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 95809 members 
Entering Unmasked Estep 
Score: -22259122.000000 Penalty: 6010.948242
	Iteration 4Q: 3 clusters Score -2.225912e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85719 members 
Mstep: Class 2 contains 97575 members 
Entering Unmasked Estep 
Score: -22261632.000000 Penalty: 6010.948242
	Iteration 5Q: 3 clusters Score -2.226163e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 99920 members 
Entering Unmasked Estep 
Score: -22265270.000000 Penalty: 6010.948242
	Iteration 6Q: 3 clusters Score -2.226527e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80398 members 
Mstep: Class 2 contains 102896 members 
Entering Unmasked Estep 
Score: -22270512.000000 Penalty: 6010.948242
	Iteration 7F: 3 clusters Score -2.227051e+07 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77333 members 
Mstep: Class 2 contains 105961 members 
Entering Unmasked Estep 
Score: -22277886.000000 Penalty: 6010.948242
	Iteration 8F: 3 clusters Score -2.227789e+07 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 108700 members 
Entering Unmasked Estep 
Score: -22286024.000000 Penalty: 6010.948242
	Iteration 9F: 3 clusters Score -2.228602e+07 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 110485 members 
Entering Unmasked Estep 
Score: -22291570.000000 Penalty: 6010.948242
	Iteration 10F: 3 clusters Score -2.229157e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71465 members 
Mstep: Class 2 contains 111829 members 
Entering Unmasked Estep 
Score: -22294026.000000 Penalty: 6010.948242
	Iteration 11Q: 3 clusters Score -2.229403e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70137 members 
Mstep: Class 2 contains 113157 members 
Entering Unmasked Estep 
Score: -22295066.000000 Penalty: 6010.948242
	Iteration 12Q: 3 clusters Score -2.229507e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 114481 members 
Entering Unmasked Estep 
Score: -22295556.000000 Penalty: 6010.948242
	Iteration 13Q: 3 clusters Score -2.229556e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67437 members 
Mstep: Class 2 contains 115857 members 
Entering Unmasked Estep 
Score: -22296080.000000 Penalty: 6010.948242
	Iteration 14Q: 3 clusters Score -2.229608e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65885 members 
Mstep: Class 2 contains 117409 members 
Entering Unmasked Estep 
Score: -22296596.000000 Penalty: 6010.948242
	Iteration 15Q: 3 clusters Score -2.22966e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 119049 members 
Entering Unmasked Estep 
Score: -22297156.000000 Penalty: 6010.948242
	Iteration 16Q: 3 clusters Score -2.229716e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 120854 members 
Entering Unmasked Estep 
Score: -22297706.000000 Penalty: 6010.948242
	Iteration 17Q: 3 clusters Score -2.229771e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 122813 members 
Entering Unmasked Estep 
Score: -22298514.000000 Penalty: 6010.948242
	Iteration 18Q: 3 clusters Score -2.229851e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 124939 members 
Entering Unmasked Estep 
Score: -22299130.000000 Penalty: 6010.948242
	Iteration 19Q: 3 clusters Score -2.229913e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 127210 members 
Entering Unmasked Estep 
Score: -22300008.000000 Penalty: 6010.948242
	Iteration 20F: 3 clusters Score -2.230001e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 129496 members 
Entering Unmasked Estep 
Score: -22300744.000000 Penalty: 6010.948242
	Iteration 21Q: 3 clusters Score -2.230074e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51371 members 
Mstep: Class 2 contains 131923 members 
Entering Unmasked Estep 
Score: -22301588.000000 Penalty: 6010.948242
	Iteration 22Q: 3 clusters Score -2.230159e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 134498 members 
Entering Unmasked Estep 
Score: -22302528.000000 Penalty: 6010.948242
	Iteration 23Q: 3 clusters Score -2.230253e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 137290 members 
Entering Unmasked Estep 
Score: -22303494.000000 Penalty: 6010.948242
	Iteration 24Q: 3 clusters Score -2.230349e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 140071 members 
Entering Unmasked Estep 
Score: -22304628.000000 Penalty: 6010.948242
	Iteration 25Q: 3 clusters Score -2.230463e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 142937 members 
Entering Unmasked Estep 
Score: -22305766.000000 Penalty: 6010.948242
	Iteration 26Q: 3 clusters Score -2.230577e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 145668 members 
Entering Unmasked Estep 
Score: -22307014.000000 Penalty: 6010.948242
	Iteration 27Q: 3 clusters Score -2.230701e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 148369 members 
Entering Unmasked Estep 
Score: -22308156.000000 Penalty: 6010.948242
	Iteration 28Q: 3 clusters Score -2.230816e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 150973 members 
Entering Unmasked Estep 
Score: -22309322.000000 Penalty: 6010.948242
	Iteration 29Q: 3 clusters Score -2.230932e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 153445 members 
Entering Unmasked Estep 
Score: -22310426.000000 Penalty: 6010.948242
	Iteration 30Q: 3 clusters Score -2.231043e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 155753 members 
Entering Unmasked Estep 
Score: -22311534.000000 Penalty: 6010.948242
	Iteration 31Q: 3 clusters Score -2.231153e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 157946 members 
Entering Unmasked Estep 
Score: -22312422.000000 Penalty: 6010.948242
	Iteration 32Q: 3 clusters Score -2.231242e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 159959 members 
Entering Unmasked Estep 
Score: -22313200.000000 Penalty: 6010.948242
	Iteration 33Q: 3 clusters Score -2.23132e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 161809 members 
Entering Unmasked Estep 
Score: -22313640.000000 Penalty: 6010.948242
	Iteration 34Q: 3 clusters Score -2.231364e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 163547 members 
Entering Unmasked Estep 
Score: -22314196.000000 Penalty: 6010.948242
	Iteration 35Q: 3 clusters Score -2.23142e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 165223 members 
Entering Unmasked Estep 
Score: -22314614.000000 Penalty: 6010.948242
	Iteration 36Q: 3 clusters Score -2.231461e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 166735 members 
Entering Unmasked Estep 
Score: -22314962.000000 Penalty: 6010.948242
	Iteration 37Q: 3 clusters Score -2.231496e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 168131 members 
Entering Unmasked Estep 
Score: -22315264.000000 Penalty: 6010.948242
	Iteration 38Q: 3 clusters Score -2.231526e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 169447 members 
Entering Unmasked Estep 
Score: -22315664.000000 Penalty: 6010.948242
	Iteration 39Q: 3 clusters Score -2.231566e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 170738 members 
Entering Unmasked Estep 
Score: -22316100.000000 Penalty: 6010.948242
	Iteration 40F: 3 clusters Score -2.23161e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 171978 members 
Entering Unmasked Estep 
Score: -22316462.000000 Penalty: 6010.948242
	Iteration 41Q: 3 clusters Score -2.231646e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 173090 members 
Entering Unmasked Estep 
Score: -22316820.000000 Penalty: 6010.948242
	Iteration 42Q: 3 clusters Score -2.231682e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 174117 members 
Entering Unmasked Estep 
Score: -22317192.000000 Penalty: 6010.948242
	Iteration 43Q: 3 clusters Score -2.231719e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 175060 members 
Entering Unmasked Estep 
Score: -22317528.000000 Penalty: 6010.948242
	Iteration 44Q: 3 clusters Score -2.231753e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 175905 members 
Entering Unmasked Estep 
Score: -22317996.000000 Penalty: 6010.948242
	Iteration 45Q: 3 clusters Score -2.2318e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 176678 members 
Entering Unmasked Estep 
Score: -22318312.000000 Penalty: 6010.948242
	Iteration 46Q: 3 clusters Score -2.231831e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 177339 members 
Entering Unmasked Estep 
Score: -22318588.000000 Penalty: 6010.948242
	Iteration 47Q: 3 clusters Score -2.231859e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 177968 members 
Entering Unmasked Estep 
Score: -22318818.000000 Penalty: 6010.948242
	Iteration 48Q: 3 clusters Score -2.231882e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 178523 members 
Entering Unmasked Estep 
Score: -22319052.000000 Penalty: 6010.948242
	Iteration 49Q: 3 clusters Score -2.231905e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 178994 members 
Entering Unmasked Estep 
Score: -22319284.000000 Penalty: 6010.948242
	Iteration 50Q: 3 clusters Score -2.231928e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 179427 members 
Entering Unmasked Estep 
Score: -22319356.000000 Penalty: 6010.948242
	Iteration 51Q: 3 clusters Score -2.231936e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 179804 members 
Entering Unmasked Estep 
Score: -22319488.000000 Penalty: 6010.948242
	Iteration 52Q: 3 clusters Score -2.231949e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 180121 members 
Entering Unmasked Estep 
Score: -22319654.000000 Penalty: 6010.948242
	Iteration 53Q: 3 clusters Score -2.231965e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 180370 members 
Entering Unmasked Estep 
Score: -22319734.000000 Penalty: 6010.948242
	Iteration 54Q: 3 clusters Score -2.231973e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 180566 members 
Entering Unmasked Estep 
Score: -22319758.000000 Penalty: 6010.948242
	Iteration 55Q: 3 clusters Score -2.231976e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 180731 members 
Entering Unmasked Estep 
Score: -22319848.000000 Penalty: 6010.948242
	Iteration 56Q: 3 clusters Score -2.231985e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 180877 members 
Entering Unmasked Estep 
Score: -22319908.000000 Penalty: 6010.948242
	Iteration 57Q: 3 clusters Score -2.231991e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 181001 members 
Entering Unmasked Estep 
Score: -22319930.000000 Penalty: 6010.948242
	Iteration 58Q: 3 clusters Score -2.231993e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 181099 members 
Entering Unmasked Estep 
Score: -22319942.000000 Penalty: 6010.948242
	Iteration 59Q: 3 clusters Score -2.231994e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 181184 members 
Entering Unmasked Estep 
Score: -22319976.000000 Penalty: 6010.948242
	Iteration 60F: 3 clusters Score -2.231998e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 181271 members 
Entering Unmasked Estep 
Score: -22320014.000000 Penalty: 6010.948242
	Iteration 61Q: 3 clusters Score -2.232001e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 181339 members 
Entering Unmasked Estep 
Score: -22320046.000000 Penalty: 6010.948242
	Iteration 62Q: 3 clusters Score -2.232005e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 181395 members 
Entering Unmasked Estep 
Score: -22320056.000000 Penalty: 6010.948242
	Iteration 63Q: 3 clusters Score -2.232006e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 181452 members 
Entering Unmasked Estep 
Score: -22320072.000000 Penalty: 6010.948242
	Iteration 64Q: 3 clusters Score -2.232007e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 181496 members 
Entering Unmasked Estep 
Score: -22320068.000000 Penalty: 6010.948242
	Iteration 65Q: 3 clusters Score -2.232007e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 181548 members 
Entering Unmasked Estep 
Score: -22320106.000000 Penalty: 6010.948242
	Iteration 66Q: 3 clusters Score -2.232011e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 181590 members 
Entering Unmasked Estep 
Score: -22320124.000000 Penalty: 6010.948242
	Iteration 67Q: 3 clusters Score -2.232012e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 181619 members 
Entering Unmasked Estep 
Score: -22320136.000000 Penalty: 6010.948242
	Iteration 68Q: 3 clusters Score -2.232014e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 181658 members 
Entering Unmasked Estep 
Score: -22320146.000000 Penalty: 6010.948242
	Iteration 69Q: 3 clusters Score -2.232015e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 181695 members 
Entering Unmasked Estep 
Score: -22320182.000000 Penalty: 6010.948242
	Iteration 70Q: 3 clusters Score -2.232018e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 181735 members 
Entering Unmasked Estep 
Score: -22320192.000000 Penalty: 6010.948242
	Iteration 71Q: 3 clusters Score -2.232019e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 181779 members 
Entering Unmasked Estep 
Score: -22320232.000000 Penalty: 6010.948242
	Iteration 72Q: 3 clusters Score -2.232023e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 181815 members 
Entering Unmasked Estep 
Score: -22320258.000000 Penalty: 6010.948242
	Iteration 73Q: 3 clusters Score -2.232026e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 181839 members 
Entering Unmasked Estep 
Score: -22320254.000000 Penalty: 6010.948242
	Iteration 74Q: 3 clusters Score -2.232025e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 181856 members 
Entering Unmasked Estep 
Score: -22320276.000000 Penalty: 6010.948242
	Iteration 75Q: 3 clusters Score -2.232028e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 181876 members 
Entering Unmasked Estep 
Score: -22320282.000000 Penalty: 6010.948242
	Iteration 76Q: 3 clusters Score -2.232028e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 181896 members 
Entering Unmasked Estep 
Score: -22320284.000000 Penalty: 6010.948242
	Iteration 77Q: 3 clusters Score -2.232028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 181913 members 
Entering Unmasked Estep 
Score: -22320290.000000 Penalty: 6010.948242
	Iteration 78Q: 3 clusters Score -2.232029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 181930 members 
Entering Unmasked Estep 
Score: -22320318.000000 Penalty: 6010.948242
	Iteration 79Q: 3 clusters Score -2.232032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 181944 members 
Entering Unmasked Estep 
Score: -22320332.000000 Penalty: 6010.948242
	Iteration 80F: 3 clusters Score -2.232033e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 181959 members 
Entering Unmasked Estep 
Score: -22320352.000000 Penalty: 6010.948242
	Iteration 81Q: 3 clusters Score -2.232035e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 181978 members 
Entering Unmasked Estep 
Score: -22320330.000000 Penalty: 6010.948242
	Iteration 82Q: 3 clusters Score -2.232033e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 181996 members 
Entering Unmasked Estep 
Score: -22320350.000000 Penalty: 6010.948242
	Iteration 83Q: 3 clusters Score -2.232035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 182011 members 
Entering Unmasked Estep 
Score: -22320358.000000 Penalty: 6010.948242
	Iteration 84Q: 3 clusters Score -2.232036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 182020 members 
Entering Unmasked Estep 
Score: -22320356.000000 Penalty: 6010.948242
	Iteration 85Q: 3 clusters Score -2.232036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 182031 members 
Entering Unmasked Estep 
Score: -22320364.000000 Penalty: 6010.948242
	Iteration 86Q: 3 clusters Score -2.232036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 182040 members 
Entering Unmasked Estep 
Score: -22320358.000000 Penalty: 6010.948242
	Iteration 87Q: 3 clusters Score -2.232036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 182051 members 
Entering Unmasked Estep 
Score: -22320364.000000 Penalty: 6010.948242
	Iteration 88Q: 3 clusters Score -2.232036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 182061 members 
Entering Unmasked Estep 
Score: -22320372.000000 Penalty: 6010.948242
	Iteration 89Q: 3 clusters Score -2.232037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 182069 members 
Entering Unmasked Estep 
Score: -22320382.000000 Penalty: 6010.948242
	Iteration 90Q: 3 clusters Score -2.232038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 182080 members 
Entering Unmasked Estep 
Score: -22320392.000000 Penalty: 6010.948242
	Iteration 91Q: 3 clusters Score -2.232039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 182085 members 
Entering Unmasked Estep 
Score: -22320406.000000 Penalty: 6010.948242
	Iteration 92Q: 3 clusters Score -2.232041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 182091 members 
Entering Unmasked Estep 
Score: -22320410.000000 Penalty: 6010.948242
	Iteration 93Q: 3 clusters Score -2.232041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 182095 members 
Entering Unmasked Estep 
Score: -22320386.000000 Penalty: 6010.948242
	Iteration 94Q: 3 clusters Score -2.232039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 182099 members 
Entering Unmasked Estep 
Score: -22320392.000000 Penalty: 6010.948242
	Iteration 95Q: 3 clusters Score -2.232039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 182102 members 
Entering Unmasked Estep 
Score: -22320390.000000 Penalty: 6010.948242
	Iteration 96Q: 3 clusters Score -2.232039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 182103 members 
Entering Unmasked Estep 
Score: -22320394.000000 Penalty: 6010.948242
	Iteration 97Q: 3 clusters Score -2.232039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 182102 members 
Entering Unmasked Estep 
Score: -22320398.000000 Penalty: 6010.948242
	Iteration 98Q: 3 clusters Score -2.23204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 182104 members 
Entering Unmasked Estep 
Score: -22320392.000000 Penalty: 6010.948242
	Iteration 99Q: 3 clusters Score -2.232039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 182107 members 
Entering Unmasked Estep 
Score: -22320396.000000 Penalty: 6010.948242
	Iteration 100F: 3 clusters Score -2.23204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 182111 members 
Entering Unmasked Estep 
Score: -22320410.000000 Penalty: 6010.948242
	Iteration 101Q: 3 clusters Score -2.232041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 182118 members 
Entering Unmasked Estep 
Score: -22320406.000000 Penalty: 6010.948242
	Iteration 102Q: 3 clusters Score -2.232041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 182125 members 
Entering Unmasked Estep 
Score: -22320422.000000 Penalty: 6010.948242
	Iteration 103Q: 3 clusters Score -2.232042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 182134 members 
Entering Unmasked Estep 
Score: -22320416.000000 Penalty: 6010.948242
	Iteration 104Q: 3 clusters Score -2.232042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 182142 members 
Entering Unmasked Estep 
Score: -22320418.000000 Penalty: 6010.948242
	Iteration 105Q: 3 clusters Score -2.232042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 182150 members 
Entering Unmasked Estep 
Score: -22320424.000000 Penalty: 6010.948242
	Iteration 106Q: 3 clusters Score -2.232042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 182158 members 
Entering Unmasked Estep 
Score: -22320430.000000 Penalty: 6010.948242
	Iteration 107Q: 3 clusters Score -2.232043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 182161 members 
Entering Unmasked Estep 
Score: -22320430.000000 Penalty: 6010.948242
	Iteration 108Q: 3 clusters Score -2.232043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 182165 members 
Entering Unmasked Estep 
Score: -22320448.000000 Penalty: 6010.948242
	Iteration 109Q: 3 clusters Score -2.232045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 182177 members 
Entering Unmasked Estep 
Score: -22320448.000000 Penalty: 6010.948242
	Iteration 110Q: 3 clusters Score -2.232045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 182191 members 
Entering Unmasked Estep 
Score: -22320450.000000 Penalty: 6010.948242
	Iteration 111Q: 3 clusters Score -2.232045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 182200 members 
Entering Unmasked Estep 
Score: -22320454.000000 Penalty: 6010.948242
	Iteration 112Q: 3 clusters Score -2.232045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 182205 members 
Entering Unmasked Estep 
Score: -22320454.000000 Penalty: 6010.948242
	Iteration 113Q: 3 clusters Score -2.232045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 182207 members 
Entering Unmasked Estep 
Score: -22320440.000000 Penalty: 6010.948242
	Iteration 114Q: 3 clusters Score -2.232044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 182208 members 
Entering Unmasked Estep 
Score: -22320434.000000 Penalty: 6010.948242
	Iteration 115Q: 3 clusters Score -2.232043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 182208 members 
Entering Unmasked Estep 
Score: -22320434.000000 Penalty: 6010.948242
	Iteration 116F: 3 clusters Score -2.232043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -61498.929688 Penalty: 1592.965210
	Iteration 0F: 2 clusters Score -61498.93 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 294 members 
Entering Unmasked Estep 
Score: -59904.441406 Penalty: 3185.930420
	Iteration 0F: 3 clusters Score -59904.44 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60145.496094 Penalty: 3185.930420
	Iteration 1F: 3 clusters Score -60145.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60231.320312 Penalty: 3185.930420
	Iteration 2F: 3 clusters Score -60231.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60273.515625 Penalty: 3185.930420
	Iteration 3Q: 3 clusters Score -60273.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60304.101562 Penalty: 3185.930420
	Iteration 4Q: 3 clusters Score -60304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60325.136719 Penalty: 3185.930420
	Iteration 5Q: 3 clusters Score -60325.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60352.621094 Penalty: 3185.930420
	Iteration 6Q: 3 clusters Score -60352.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60395.796875 Penalty: 3185.930420
	Iteration 7Q: 3 clusters Score -60395.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60446.070312 Penalty: 3185.930420
	Iteration 8Q: 3 clusters Score -60446.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60488.292969 Penalty: 3185.930420
	Iteration 9Q: 3 clusters Score -60488.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60513.996094 Penalty: 3185.930420
	Iteration 10Q: 3 clusters Score -60514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60535.828125 Penalty: 3185.930420
	Iteration 11Q: 3 clusters Score -60535.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60552.695312 Penalty: 3185.930420
	Iteration 12Q: 3 clusters Score -60552.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60564.617188 Penalty: 3185.930420
	Iteration 13Q: 3 clusters Score -60564.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60569.605469 Penalty: 3185.930420
	Iteration 14Q: 3 clusters Score -60569.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60569.605469 Penalty: 3185.930420
	Iteration 15F: 3 clusters Score -60569.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -425725.843750 Penalty: 2040.057373
	Iteration 0F: 2 clusters Score -425725.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -422010.187500 Penalty: 4080.114746
	Iteration 0F: 3 clusters Score -422010.2 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -422781.250000 Penalty: 4080.114746
	Iteration 1F: 3 clusters Score -422781.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -422979.656250 Penalty: 4080.114746
	Iteration 2F: 3 clusters Score -422979.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -423116.250000 Penalty: 4080.114746
	Iteration 3F: 3 clusters Score -423116.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -423219.781250 Penalty: 4080.114746
	Iteration 4Q: 3 clusters Score -423219.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -423311.937500 Penalty: 4080.114746
	Iteration 5Q: 3 clusters Score -423311.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -423395.625000 Penalty: 4080.114746
	Iteration 6Q: 3 clusters Score -423395.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -423466.281250 Penalty: 4080.114746
	Iteration 7Q: 3 clusters Score -423466.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -423536.875000 Penalty: 4080.114746
	Iteration 8Q: 3 clusters Score -423536.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -423592.937500 Penalty: 4080.114746
	Iteration 9Q: 3 clusters Score -423592.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -423649.843750 Penalty: 4080.114746
	Iteration 10Q: 3 clusters Score -423649.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -423685.468750 Penalty: 4080.114746
	Iteration 11Q: 3 clusters Score -423685.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -423708.312500 Penalty: 4080.114746
	Iteration 12Q: 3 clusters Score -423708.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -423724.750000 Penalty: 4080.114746
	Iteration 13Q: 3 clusters Score -423724.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -423739.125000 Penalty: 4080.114746
	Iteration 14Q: 3 clusters Score -423739.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -423759.562500 Penalty: 4080.114746
	Iteration 15Q: 3 clusters Score -423759.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -423778.937500 Penalty: 4080.114746
	Iteration 16Q: 3 clusters Score -423778.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -423796.468750 Penalty: 4080.114746
	Iteration 17Q: 3 clusters Score -423796.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -423809.250000 Penalty: 4080.114746
	Iteration 18Q: 3 clusters Score -423809.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -423823.343750 Penalty: 4080.114746
	Iteration 19Q: 3 clusters Score -423823.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -423838.031250 Penalty: 4080.114746
	Iteration 20F: 3 clusters Score -423838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -423856.593750 Penalty: 4080.114746
	Iteration 21Q: 3 clusters Score -423856.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -423876.218750 Penalty: 4080.114746
	Iteration 22Q: 3 clusters Score -423876.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -423893.312500 Penalty: 4080.114746
	Iteration 23Q: 3 clusters Score -423893.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -423908.312500 Penalty: 4080.114746
	Iteration 24Q: 3 clusters Score -423908.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -423922.343750 Penalty: 4080.114746
	Iteration 25Q: 3 clusters Score -423922.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -423935.187500 Penalty: 4080.114746
	Iteration 26Q: 3 clusters Score -423935.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -423943.125000 Penalty: 4080.114746
	Iteration 27Q: 3 clusters Score -423943.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -423948.843750 Penalty: 4080.114746
	Iteration 28Q: 3 clusters Score -423948.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -423957.937500 Penalty: 4080.114746
	Iteration 29Q: 3 clusters Score -423957.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -423972.375000 Penalty: 4080.114746
	Iteration 30Q: 3 clusters Score -423972.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -423983.000000 Penalty: 4080.114746
	Iteration 31Q: 3 clusters Score -423983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -423993.375000 Penalty: 4080.114746
	Iteration 32Q: 3 clusters Score -423993.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -424000.906250 Penalty: 4080.114746
	Iteration 33Q: 3 clusters Score -424000.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -424013.718750 Penalty: 4080.114746
	Iteration 34Q: 3 clusters Score -424013.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -424022.500000 Penalty: 4080.114746
	Iteration 35Q: 3 clusters Score -424022.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -424030.031250 Penalty: 4080.114746
	Iteration 36Q: 3 clusters Score -424030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -424038.000000 Penalty: 4080.114746
	Iteration 37Q: 3 clusters Score -424038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -424041.250000 Penalty: 4080.114746
	Iteration 38Q: 3 clusters Score -424041.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -424043.468750 Penalty: 4080.114746
	Iteration 39Q: 3 clusters Score -424043.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -424046.156250 Penalty: 4080.114746
	Iteration 40F: 3 clusters Score -424046.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -424047.906250 Penalty: 4080.114746
	Iteration 41Q: 3 clusters Score -424047.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -424049.437500 Penalty: 4080.114746
	Iteration 42Q: 3 clusters Score -424049.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -424049.843750 Penalty: 4080.114746
	Iteration 43Q: 3 clusters Score -424049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -424051.093750 Penalty: 4080.114746
	Iteration 44Q: 3 clusters Score -424051.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -424050.687500 Penalty: 4080.114746
	Iteration 45Q: 3 clusters Score -424050.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -424052.375000 Penalty: 4080.114746
	Iteration 46Q: 3 clusters Score -424052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -424053.156250 Penalty: 4080.114746
	Iteration 47Q: 3 clusters Score -424053.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -424053.937500 Penalty: 4080.114746
	Iteration 48Q: 3 clusters Score -424053.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -424053.843750 Penalty: 4080.114746
	Iteration 49Q: 3 clusters Score -424053.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -424053.843750 Penalty: 4080.114746
	Iteration 50F: 3 clusters Score -424053.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Entering Unmasked Estep 
Score: -300517.906250 Penalty: 1950.661865
	Iteration 0F: 2 clusters Score -300517.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -297480.437500 Penalty: 3901.323730
	Iteration 0F: 3 clusters Score -297480.4 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -298043.562500 Penalty: 3901.323730
	Iteration 1F: 3 clusters Score -298043.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -298209.593750 Penalty: 3901.323730
	Iteration 2F: 3 clusters Score -298209.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -298295.531250 Penalty: 3901.323730
	Iteration 3F: 3 clusters Score -298295.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -298339.500000 Penalty: 3901.323730
	Iteration 4Q: 3 clusters Score -298339.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -298368.000000 Penalty: 3901.323730
	Iteration 5Q: 3 clusters Score -298368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -298382.937500 Penalty: 3901.323730
	Iteration 6Q: 3 clusters Score -298382.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -298391.375000 Penalty: 3901.323730
	Iteration 7Q: 3 clusters Score -298391.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -298398.968750 Penalty: 3901.323730
	Iteration 8Q: 3 clusters Score -298399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -298405.187500 Penalty: 3901.323730
	Iteration 9Q: 3 clusters Score -298405.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -298410.750000 Penalty: 3901.323730
	Iteration 10Q: 3 clusters Score -298410.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -298415.062500 Penalty: 3901.323730
	Iteration 11Q: 3 clusters Score -298415.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -298418.062500 Penalty: 3901.323730
	Iteration 12Q: 3 clusters Score -298418.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -298420.156250 Penalty: 3901.323730
	Iteration 13Q: 3 clusters Score -298420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -298421.875000 Penalty: 3901.323730
	Iteration 14Q: 3 clusters Score -298421.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -298422.562500 Penalty: 3901.323730
	Iteration 15Q: 3 clusters Score -298422.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -298422.562500 Penalty: 3901.323730
	Iteration 16F: 3 clusters Score -298422.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 136462 members 
Mstep: Class 5 contains 231850 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48036 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15983 members 
Mstep: Class 11 contains 62370 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177059 members 
Mstep: Class 14 contains 183294 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304184.000000 Penalty: 57676.941406
Iteration 239Q: 18 clusters Score -1.043042e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 136564 members 
Mstep: Class 5 contains 231822 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48034 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15999 members 
Mstep: Class 11 contains 62358 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177034 members 
Mstep: Class 14 contains 183244 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304224.000000 Penalty: 57676.941406
Iteration 240F: 18 clusters Score -1.043042e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 136649 members 
Mstep: Class 5 contains 231799 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48035 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16012 members 
Mstep: Class 11 contains 62349 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 177007 members 
Mstep: Class 14 contains 183204 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304296.000000 Penalty: 57676.941406
Iteration 241Q: 18 clusters Score -1.043043e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 136739 members 
Mstep: Class 5 contains 231792 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48032 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16026 members 
Mstep: Class 11 contains 62343 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176984 members 
Mstep: Class 14 contains 183139 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304296.000000 Penalty: 57676.941406
Iteration 242Q: 18 clusters Score -1.043043e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 136823 members 
Mstep: Class 5 contains 231772 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48025 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16038 members 
Mstep: Class 11 contains 62334 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176972 members 
Mstep: Class 14 contains 183091 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304320.000000 Penalty: 57676.941406
Iteration 243Q: 18 clusters Score -1.043043e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 136908 members 
Mstep: Class 5 contains 231751 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48013 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16054 members 
Mstep: Class 11 contains 62329 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176949 members 
Mstep: Class 14 contains 183051 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304248.000000 Penalty: 57676.941406
Iteration 244Q: 18 clusters Score -1.043042e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 136999 members 
Mstep: Class 5 contains 231721 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48008 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16065 members 
Mstep: Class 11 contains 62322 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176930 members 
Mstep: Class 14 contains 183009 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304248.000000 Penalty: 57676.941406
Iteration 245Q: 18 clusters Score -1.043042e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 137090 members 
Mstep: Class 5 contains 231686 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48002 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16074 members 
Mstep: Class 11 contains 62323 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176911 members 
Mstep: Class 14 contains 182968 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304264.000000 Penalty: 57676.941406
Iteration 246Q: 18 clusters Score -1.043043e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 137177 members 
Mstep: Class 5 contains 231655 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47998 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16083 members 
Mstep: Class 11 contains 62321 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176900 members 
Mstep: Class 14 contains 182920 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304192.000000 Penalty: 57676.941406
Iteration 247Q: 18 clusters Score -1.043042e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 137272 members 
Mstep: Class 5 contains 231631 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47996 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16090 members 
Mstep: Class 11 contains 62321 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176883 members 
Mstep: Class 14 contains 182861 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304288.000000 Penalty: 57676.941406
Iteration 248Q: 18 clusters Score -1.043043e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 137354 members 
Mstep: Class 5 contains 231609 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47998 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16089 members 
Mstep: Class 11 contains 62317 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176873 members 
Mstep: Class 14 contains 182814 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304216.000000 Penalty: 57676.941406
Iteration 249Q: 18 clusters Score -1.043042e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 137445 members 
Mstep: Class 5 contains 231578 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47996 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16096 members 
Mstep: Class 11 contains 62318 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176852 members 
Mstep: Class 14 contains 182769 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304136.000000 Penalty: 57676.941406
Iteration 250Q: 18 clusters Score -1.043041e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 137555 members 
Mstep: Class 5 contains 231528 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 48000 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16102 members 
Mstep: Class 11 contains 62320 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176822 members 
Mstep: Class 14 contains 182727 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304232.000000 Penalty: 57676.941406
Iteration 251Q: 18 clusters Score -1.043042e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 137673 members 
Mstep: Class 5 contains 231489 members 
Mstep: Class 6 contains 4495 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47994 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16107 members 
Mstep: Class 11 contains 62324 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176789 members 
Mstep: Class 14 contains 182677 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304288.000000 Penalty: 57676.941406
Iteration 252Q: 18 clusters Score -1.043043e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 137776 members 
Mstep: Class 5 contains 231432 members 
Mstep: Class 6 contains 4495 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47992 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16120 members 
Mstep: Class 11 contains 62323 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176770 members 
Mstep: Class 14 contains 182640 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304232.000000 Penalty: 57676.941406
Iteration 253Q: 18 clusters Score -1.043042e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 137880 members 
Mstep: Class 5 contains 231387 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47990 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16129 members 
Mstep: Class 11 contains 62321 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176747 members 
Mstep: Class 14 contains 182600 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304088.000000 Penalty: 57676.941406
Iteration 254Q: 18 clusters Score -1.043041e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 137991 members 
Mstep: Class 5 contains 231332 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47986 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16136 members 
Mstep: Class 11 contains 62314 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176734 members 
Mstep: Class 14 contains 182560 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304096.000000 Penalty: 57676.941406
Iteration 255Q: 18 clusters Score -1.043041e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 138097 members 
Mstep: Class 5 contains 231280 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47982 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16144 members 
Mstep: Class 11 contains 62310 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176722 members 
Mstep: Class 14 contains 182518 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304224.000000 Penalty: 57676.941406
Iteration 256Q: 18 clusters Score -1.043042e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 138220 members 
Mstep: Class 5 contains 231226 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47976 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16149 members 
Mstep: Class 11 contains 62306 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176706 members 
Mstep: Class 14 contains 182470 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304208.000000 Penalty: 57676.941406
Iteration 257Q: 18 clusters Score -1.043042e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 138339 members 
Mstep: Class 5 contains 231176 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47973 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16153 members 
Mstep: Class 11 contains 62306 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176684 members 
Mstep: Class 14 contains 182422 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304192.000000 Penalty: 57676.941406
Iteration 258Q: 18 clusters Score -1.043042e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 138467 members 
Mstep: Class 5 contains 231114 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47970 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 62302 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176661 members 
Mstep: Class 14 contains 182380 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304288.000000 Penalty: 57676.941406
Iteration 259Q: 18 clusters Score -1.043043e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 138570 members 
Mstep: Class 5 contains 231056 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47969 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16163 members 
Mstep: Class 11 contains 62299 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176642 members 
Mstep: Class 14 contains 182354 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304176.000000 Penalty: 57676.941406
Iteration 260F: 18 clusters Score -1.043042e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 138665 members 
Mstep: Class 5 contains 231001 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47968 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16161 members 
Mstep: Class 11 contains 62297 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176629 members 
Mstep: Class 14 contains 182333 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304160.000000 Penalty: 57676.941406
Iteration 261Q: 18 clusters Score -1.043042e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 138742 members 
Mstep: Class 5 contains 230938 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47970 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16166 members 
Mstep: Class 11 contains 62300 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176613 members 
Mstep: Class 14 contains 182325 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304184.000000 Penalty: 57676.941406
Iteration 262Q: 18 clusters Score -1.043042e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 138838 members 
Mstep: Class 5 contains 230875 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47970 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16172 members 
Mstep: Class 11 contains 62297 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176587 members 
Mstep: Class 14 contains 182315 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304240.000000 Penalty: 57676.941406
Iteration 263Q: 18 clusters Score -1.043042e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 138935 members 
Mstep: Class 5 contains 230822 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47967 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16172 members 
Mstep: Class 11 contains 62292 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176572 members 
Mstep: Class 14 contains 182294 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304280.000000 Penalty: 57676.941406
Iteration 264Q: 18 clusters Score -1.043043e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 139018 members 
Mstep: Class 5 contains 230773 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47966 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16175 members 
Mstep: Class 11 contains 62291 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176564 members 
Mstep: Class 14 contains 182267 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304288.000000 Penalty: 57676.941406
Iteration 265Q: 18 clusters Score -1.043043e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 139094 members 
Mstep: Class 5 contains 230727 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47968 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 62290 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176557 members 
Mstep: Class 14 contains 182239 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304288.000000 Penalty: 57676.941406
Iteration 266Q: 18 clusters Score -1.043043e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 139198 members 
Mstep: Class 5 contains 230673 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47969 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 62286 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176541 members 
Mstep: Class 14 contains 182208 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304304.000000 Penalty: 57676.941406
Iteration 267Q: 18 clusters Score -1.043043e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 139309 members 
Mstep: Class 5 contains 230601 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47966 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16178 members 
Mstep: Class 11 contains 62282 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176525 members 
Mstep: Class 14 contains 182194 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 2603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304248.000000 Penalty: 57676.941406
Iteration 268Q: 18 clusters Score -1.043042e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 139413 members 
Mstep: Class 5 contains 230536 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47962 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16181 members 
Mstep: Class 11 contains 62276 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176494 members 
Mstep: Class 14 contains 182193 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 2602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304280.000000 Penalty: 57676.941406
Iteration 269Q: 18 clusters Score -1.043043e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 139522 members 
Mstep: Class 5 contains 230464 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47959 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16185 members 
Mstep: Class 11 contains 62271 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176465 members 
Mstep: Class 14 contains 182191 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 2601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304272.000000 Penalty: 57676.941406
Iteration 270Q: 18 clusters Score -1.043043e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 139604 members 
Mstep: Class 5 contains 230423 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47958 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16189 members 
Mstep: Class 11 contains 62268 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176443 members 
Mstep: Class 14 contains 182174 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 2598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304208.000000 Penalty: 57676.941406
Iteration 271Q: 18 clusters Score -1.043042e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 139678 members 
Mstep: Class 5 contains 230372 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47954 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16192 members 
Mstep: Class 11 contains 62268 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176443 members 
Mstep: Class 14 contains 182155 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304232.000000 Penalty: 57676.941406
Iteration 272Q: 18 clusters Score -1.043042e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 139750 members 
Mstep: Class 5 contains 230337 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47944 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16193 members 
Mstep: Class 11 contains 62264 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176427 members 
Mstep: Class 14 contains 182147 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304192.000000 Penalty: 57676.941406
Iteration 273Q: 18 clusters Score -1.043042e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 139826 members 
Mstep: Class 5 contains 230283 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47938 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16195 members 
Mstep: Class 11 contains 62258 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176427 members 
Mstep: Class 14 contains 182136 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304128.000000 Penalty: 57676.941406
Iteration 274Q: 18 clusters Score -1.043041e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 139896 members 
Mstep: Class 5 contains 230245 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47933 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16204 members 
Mstep: Class 11 contains 62250 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176431 members 
Mstep: Class 14 contains 182103 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304048.000000 Penalty: 57676.941406
Iteration 275Q: 18 clusters Score -1.04304e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 139980 members 
Mstep: Class 5 contains 230213 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47923 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16209 members 
Mstep: Class 11 contains 62246 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176427 members 
Mstep: Class 14 contains 182063 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304128.000000 Penalty: 57676.941406
Iteration 276Q: 18 clusters Score -1.043041e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 140065 members 
Mstep: Class 5 contains 230185 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47917 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16212 members 
Mstep: Class 11 contains 62244 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176419 members 
Mstep: Class 14 contains 182019 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304120.000000 Penalty: 57676.941406
Iteration 277Q: 18 clusters Score -1.043041e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 140158 members 
Mstep: Class 5 contains 230142 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47914 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16217 members 
Mstep: Class 11 contains 62239 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176412 members 
Mstep: Class 14 contains 181980 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304176.000000 Penalty: 57676.941406
Iteration 278Q: 18 clusters Score -1.043042e+08 nChanged 143
Entering ConstructFrom: 
Score: -104304176.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -89151.515625 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -89151.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87301.734375 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -87301.73 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -87556.484375 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -87556.48 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -87644.492188 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -87644.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -87692.960938 Penalty: 3361.147461
	Iteration 3Q: 3 clusters Score -87692.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -87728.593750 Penalty: 3361.147461
	Iteration 4Q: 3 clusters Score -87728.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -87747.062500 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -87747.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -87765.929688 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -87765.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87774.710938 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -87774.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87790.695312 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -87790.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87807.585938 Penalty: 3361.147461
	Iteration 9Q: 3 clusters Score -87807.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -87821.656250 Penalty: 3361.147461
	Iteration 10Q: 3 clusters Score -87821.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -87834.125000 Penalty: 3361.147461
	Iteration 11Q: 3 clusters Score -87834.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87841.078125 Penalty: 3361.147461
	Iteration 12Q: 3 clusters Score -87841.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87845.140625 Penalty: 3361.147461
	Iteration 13Q: 3 clusters Score -87845.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -87861.851562 Penalty: 3361.147461
	Iteration 14Q: 3 clusters Score -87861.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -87870.171875 Penalty: 3361.147461
	Iteration 15Q: 3 clusters Score -87870.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -87877.820312 Penalty: 3361.147461
	Iteration 16Q: 3 clusters Score -87877.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -87883.046875 Penalty: 3361.147461
	Iteration 17Q: 3 clusters Score -87883.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -87886.843750 Penalty: 3361.147461
	Iteration 18Q: 3 clusters Score -87886.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87898.468750 Penalty: 3361.147461
	Iteration 19Q: 3 clusters Score -87898.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -87916.093750 Penalty: 3361.147461
	Iteration 20F: 3 clusters Score -87916.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -87922.859375 Penalty: 3361.147461
	Iteration 21Q: 3 clusters Score -87922.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -87924.625000 Penalty: 3361.147461
	Iteration 22Q: 3 clusters Score -87924.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -87924.625000 Penalty: 3361.147461
	Iteration 23F: 3 clusters Score -87924.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -291072.062500 Penalty: 1956.585815
	Iteration 0F: 2 clusters Score -291072.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -288009.656250 Penalty: 3913.171631
	Iteration 0F: 3 clusters Score -288009.7 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -288601.406250 Penalty: 3913.171631
	Iteration 1F: 3 clusters Score -288601.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -288760.687500 Penalty: 3913.171631
	Iteration 2F: 3 clusters Score -288760.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -288845.000000 Penalty: 3913.171631
	Iteration 3Q: 3 clusters Score -288845 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -288911.375000 Penalty: 3913.171631
	Iteration 4Q: 3 clusters Score -288911.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -288974.000000 Penalty: 3913.171631
	Iteration 5Q: 3 clusters Score -288974 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -289037.687500 Penalty: 3913.171631
	Iteration 6Q: 3 clusters Score -289037.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -289106.687500 Penalty: 3913.171631
	Iteration 7Q: 3 clusters Score -289106.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -289154.781250 Penalty: 3913.171631
	Iteration 8Q: 3 clusters Score -289154.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -289216.375000 Penalty: 3913.171631
	Iteration 9Q: 3 clusters Score -289216.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -289287.875000 Penalty: 3913.171631
	Iteration 10Q: 3 clusters Score -289287.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -289356.281250 Penalty: 3913.171631
	Iteration 11Q: 3 clusters Score -289356.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -289416.062500 Penalty: 3913.171631
	Iteration 12Q: 3 clusters Score -289416.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -289464.312500 Penalty: 3913.171631
	Iteration 13Q: 3 clusters Score -289464.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -289499.531250 Penalty: 3913.171631
	Iteration 14Q: 3 clusters Score -289499.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -289534.562500 Penalty: 3913.171631
	Iteration 15Q: 3 clusters Score -289534.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -289566.812500 Penalty: 3913.171631
	Iteration 16Q: 3 clusters Score -289566.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -289589.375000 Penalty: 3913.171631
	Iteration 17Q: 3 clusters Score -289589.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -289604.687500 Penalty: 3913.171631
	Iteration 18Q: 3 clusters Score -289604.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -289616.687500 Penalty: 3913.171631
	Iteration 19Q: 3 clusters Score -289616.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -289620.062500 Penalty: 3913.171631
	Iteration 20F: 3 clusters Score -289620.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -289621.531250 Penalty: 3913.171631
	Iteration 21Q: 3 clusters Score -289621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -289622.343750 Penalty: 3913.171631
	Iteration 22Q: 3 clusters Score -289622.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -289623.843750 Penalty: 3913.171631
	Iteration 23Q: 3 clusters Score -289623.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -289624.875000 Penalty: 3913.171631
	Iteration 24Q: 3 clusters Score -289624.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -289624.875000 Penalty: 3913.171631
	Iteration 25F: 3 clusters Score -289624.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -33947.292969 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -33947.29 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 210 members 
Entering Unmasked Estep 
Score: -32623.658203 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -32623.66 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32811.511719 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -32811.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32935.753906 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -32935.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33028.347656 Penalty: 2992.410889
	Iteration 3F: 3 clusters Score -33028.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33088.070312 Penalty: 2992.410889
	Iteration 4F: 3 clusters Score -33088.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33183.265625 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -33183.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33267.531250 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -33267.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33313.566406 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -33313.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -33338.050781 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -33338.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -33343.589844 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -33343.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -33343.589844 Penalty: 2992.410889
	Iteration 10F: 3 clusters Score -33343.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (140240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140240 members 
Entering Unmasked Estep 
Score: -17089074.000000 Penalty: 2939.075439
	Iteration 0F: 2 clusters Score -1.708907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70324 members 
Mstep: Class 2 contains 69916 members 
Entering Unmasked Estep 
Score: -16995336.000000 Penalty: 5878.150879
	Iteration 0F: 3 clusters Score -1.699534e+07 nChanged 66960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73572 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -17033646.000000 Penalty: 5878.150879
	Iteration 1F: 3 clusters Score -1.703365e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75539 members 
Mstep: Class 2 contains 64701 members 
Entering Unmasked Estep 
Score: -17034724.000000 Penalty: 5878.150879
	Iteration 2Q: 3 clusters Score -1.703472e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78557 members 
Mstep: Class 2 contains 61683 members 
Entering Unmasked Estep 
Score: -17036096.000000 Penalty: 5878.150879
	Iteration 3Q: 3 clusters Score -1.70361e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -17038250.000000 Penalty: 5878.150879
	Iteration 4Q: 3 clusters Score -1.703825e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89582 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -17042174.000000 Penalty: 5878.150879
	Iteration 5F: 3 clusters Score -1.704217e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98689 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -17048718.000000 Penalty: 5878.150879
	Iteration 6F: 3 clusters Score -1.704872e+07 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110047 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -17058654.000000 Penalty: 5878.150879
	Iteration 7F: 3 clusters Score -1.705865e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121430 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -17069856.000000 Penalty: 5878.150879
	Iteration 8F: 3 clusters Score -1.706986e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130049 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -17078216.000000 Penalty: 5878.150879
	Iteration 9F: 3 clusters Score -1.707822e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134910 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -17082814.000000 Penalty: 5878.150879
	Iteration 10Q: 3 clusters Score -1.708281e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137287 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -17084778.000000 Penalty: 5878.150879
	Iteration 11Q: 3 clusters Score -1.708478e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138452 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -17085712.000000 Penalty: 5878.150879
	Iteration 12Q: 3 clusters Score -1.708571e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138974 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -17086208.000000 Penalty: 5878.150879
	Iteration 13Q: 3 clusters Score -1.708621e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139193 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -17086444.000000 Penalty: 5878.150879
	Iteration 14Q: 3 clusters Score -1.708644e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139317 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -17086560.000000 Penalty: 5878.150879
	Iteration 15Q: 3 clusters Score -1.708656e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139387 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -17086620.000000 Penalty: 5878.150879
	Iteration 16Q: 3 clusters Score -1.708662e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139441 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -17086670.000000 Penalty: 5878.150879
	Iteration 17Q: 3 clusters Score -1.708667e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139461 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -17086700.000000 Penalty: 5878.150879
	Iteration 18Q: 3 clusters Score -1.70867e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139470 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -17086732.000000 Penalty: 5878.150879
	Iteration 19Q: 3 clusters Score -1.708673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139477 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -17086734.000000 Penalty: 5878.150879
	Iteration 20F: 3 clusters Score -1.708673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139493 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -17086758.000000 Penalty: 5878.150879
	Iteration 21Q: 3 clusters Score -1.708676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139501 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -17086766.000000 Penalty: 5878.150879
	Iteration 22Q: 3 clusters Score -1.708677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139504 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -17086776.000000 Penalty: 5878.150879
	Iteration 23Q: 3 clusters Score -1.708678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139510 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -17086776.000000 Penalty: 5878.150879
	Iteration 24Q: 3 clusters Score -1.708678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139512 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -17086782.000000 Penalty: 5878.150879
	Iteration 25Q: 3 clusters Score -1.708678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139512 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -17086778.000000 Penalty: 5878.150879
	Iteration 26Q: 3 clusters Score -1.708678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139514 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -17086786.000000 Penalty: 5878.150879
	Iteration 27Q: 3 clusters Score -1.708679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139517 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -17086780.000000 Penalty: 5878.150879
	Iteration 28Q: 3 clusters Score -1.708678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139517 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -17086784.000000 Penalty: 5878.150879
	Iteration 29Q: 3 clusters Score -1.708678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139516 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -17086782.000000 Penalty: 5878.150879
	Iteration 30Q: 3 clusters Score -1.708678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139517 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -17086782.000000 Penalty: 5878.150879
	Iteration 31Q: 3 clusters Score -1.708678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139517 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -17086782.000000 Penalty: 5878.150879
	Iteration 32F: 3 clusters Score -1.708678e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (230097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230097 members 
Entering Unmasked Estep 
Score: -27847474.000000 Penalty: 3061.871582
	Iteration 0F: 2 clusters Score -2.784747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115117 members 
Mstep: Class 2 contains 114980 members 
Entering Unmasked Estep 
Score: -27697238.000000 Penalty: 6123.743164
	Iteration 0F: 3 clusters Score -2.769724e+07 nChanged 111025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119752 members 
Mstep: Class 2 contains 110345 members 
Entering Unmasked Estep 
Score: -27763122.000000 Penalty: 6123.743164
	Iteration 1F: 3 clusters Score -2.776312e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122315 members 
Mstep: Class 2 contains 107782 members 
Entering Unmasked Estep 
Score: -27764412.000000 Penalty: 6123.743164
	Iteration 2Q: 3 clusters Score -2.776441e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125895 members 
Mstep: Class 2 contains 104202 members 
Entering Unmasked Estep 
Score: -27766054.000000 Penalty: 6123.743164
	Iteration 3Q: 3 clusters Score -2.776605e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131287 members 
Mstep: Class 2 contains 98810 members 
Entering Unmasked Estep 
Score: -27768636.000000 Penalty: 6123.743164
	Iteration 4Q: 3 clusters Score -2.776864e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139283 members 
Mstep: Class 2 contains 90814 members 
Entering Unmasked Estep 
Score: -27773176.000000 Penalty: 6123.743164
	Iteration 5Q: 3 clusters Score -2.777318e+07 nChanged 12913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150398 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -27780686.000000 Penalty: 6123.743164
	Iteration 6F: 3 clusters Score -2.778069e+07 nChanged 15987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165151 members 
Mstep: Class 2 contains 64946 members 
Entering Unmasked Estep 
Score: -27792420.000000 Penalty: 6123.743164
	Iteration 7F: 3 clusters Score -2.779242e+07 nChanged 17450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181955 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -27807268.000000 Penalty: 6123.743164
	Iteration 8F: 3 clusters Score -2.780727e+07 nChanged 16023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197674 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -27821888.000000 Penalty: 6123.743164
	Iteration 9F: 3 clusters Score -2.782189e+07 nChanged 11309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208661 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -27831892.000000 Penalty: 6123.743164
	Iteration 10Q: 3 clusters Score -2.783189e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214615 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -27837306.000000 Penalty: 6123.743164
	Iteration 11Q: 3 clusters Score -2.783731e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217925 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -27839920.000000 Penalty: 6123.743164
	Iteration 12Q: 3 clusters Score -2.783992e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220061 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -27841492.000000 Penalty: 6123.743164
	Iteration 13Q: 3 clusters Score -2.784149e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221575 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -27842450.000000 Penalty: 6123.743164
	Iteration 14Q: 3 clusters Score -2.784245e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222777 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -27843130.000000 Penalty: 6123.743164
	Iteration 15Q: 3 clusters Score -2.784313e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223758 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -27843732.000000 Penalty: 6123.743164
	Iteration 16Q: 3 clusters Score -2.784373e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224566 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -27844266.000000 Penalty: 6123.743164
	Iteration 17Q: 3 clusters Score -2.784427e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225219 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -27844554.000000 Penalty: 6123.743164
	Iteration 18Q: 3 clusters Score -2.784455e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225767 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -27844774.000000 Penalty: 6123.743164
	Iteration 19Q: 3 clusters Score -2.784477e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226212 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -27845034.000000 Penalty: 6123.743164
	Iteration 20F: 3 clusters Score -2.784503e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226539 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -27845286.000000 Penalty: 6123.743164
	Iteration 21Q: 3 clusters Score -2.784529e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226830 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -27845538.000000 Penalty: 6123.743164
	Iteration 22Q: 3 clusters Score -2.784554e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227051 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -27845790.000000 Penalty: 6123.743164
	Iteration 23Q: 3 clusters Score -2.784579e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227223 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -27846004.000000 Penalty: 6123.743164
	Iteration 24Q: 3 clusters Score -2.7846e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227363 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -27846246.000000 Penalty: 6123.743164
	Iteration 25Q: 3 clusters Score -2.784625e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227474 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -27846416.000000 Penalty: 6123.743164
	Iteration 26Q: 3 clusters Score -2.784642e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227549 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -27846602.000000 Penalty: 6123.743164
	Iteration 27Q: 3 clusters Score -2.78466e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227581 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -27846704.000000 Penalty: 6123.743164
	Iteration 28Q: 3 clusters Score -2.78467e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227602 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -27846756.000000 Penalty: 6123.743164
	Iteration 29Q: 3 clusters Score -2.784676e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227611 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -27846820.000000 Penalty: 6123.743164
	Iteration 30Q: 3 clusters Score -2.784682e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227625 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -27846806.000000 Penalty: 6123.743164
	Iteration 31Q: 3 clusters Score -2.784681e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227620 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -27846886.000000 Penalty: 6123.743164
	Iteration 32Q: 3 clusters Score -2.784689e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227606 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -27846894.000000 Penalty: 6123.743164
	Iteration 33Q: 3 clusters Score -2.784689e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227594 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -27846854.000000 Penalty: 6123.743164
	Iteration 34Q: 3 clusters Score -2.784685e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227586 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -27846870.000000 Penalty: 6123.743164
	Iteration 35Q: 3 clusters Score -2.784687e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227585 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -27846864.000000 Penalty: 6123.743164
	Iteration 36Q: 3 clusters Score -2.784686e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227581 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -27846896.000000 Penalty: 6123.743164
	Iteration 37Q: 3 clusters Score -2.78469e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227579 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -27846930.000000 Penalty: 6123.743164
	Iteration 38Q: 3 clusters Score -2.784693e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227576 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -27846948.000000 Penalty: 6123.743164
	Iteration 39Q: 3 clusters Score -2.784695e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227575 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -27846938.000000 Penalty: 6123.743164
	Iteration 40F: 3 clusters Score -2.784694e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227579 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -27846920.000000 Penalty: 6123.743164
	Iteration 41Q: 3 clusters Score -2.784692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227578 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -27846926.000000 Penalty: 6123.743164
	Iteration 42Q: 3 clusters Score -2.784693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227576 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -27846934.000000 Penalty: 6123.743164
	Iteration 43Q: 3 clusters Score -2.784693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227573 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -27846938.000000 Penalty: 6123.743164
	Iteration 44Q: 3 clusters Score -2.784694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227572 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -27846952.000000 Penalty: 6123.743164
	Iteration 45Q: 3 clusters Score -2.784695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227574 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -27846946.000000 Penalty: 6123.743164
	Iteration 46Q: 3 clusters Score -2.784695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227571 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -27846954.000000 Penalty: 6123.743164
	Iteration 47Q: 3 clusters Score -2.784695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227569 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -27846954.000000 Penalty: 6123.743164
	Iteration 48Q: 3 clusters Score -2.784695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227566 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -27846952.000000 Penalty: 6123.743164
	Iteration 49Q: 3 clusters Score -2.784695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227565 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -27846948.000000 Penalty: 6123.743164
	Iteration 50Q: 3 clusters Score -2.784695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227565 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -27846946.000000 Penalty: 6123.743164
	Iteration 51Q: 3 clusters Score -2.784695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227564 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -27846950.000000 Penalty: 6123.743164
	Iteration 52Q: 3 clusters Score -2.784695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227565 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -27846954.000000 Penalty: 6123.743164
	Iteration 53Q: 3 clusters Score -2.784695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227564 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -27846952.000000 Penalty: 6123.743164
	Iteration 54Q: 3 clusters Score -2.784695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227564 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -27846952.000000 Penalty: 6123.743164
	Iteration 55F: 3 clusters Score -2.784695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Entering Unmasked Estep 
Score: -511088.125000 Penalty: 2085.748291
	Iteration 0F: 2 clusters Score -511088.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -506888.781250 Penalty: 4171.496582
	Iteration 0F: 3 clusters Score -506888.8 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -507883.375000 Penalty: 4171.496582
	Iteration 1F: 3 clusters Score -507883.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -508086.250000 Penalty: 4171.496582
	Iteration 2F: 3 clusters Score -508086.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -508225.781250 Penalty: 4171.496582
	Iteration 3F: 3 clusters Score -508225.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -508330.406250 Penalty: 4171.496582
	Iteration 4Q: 3 clusters Score -508330.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -508398.125000 Penalty: 4171.496582
	Iteration 5Q: 3 clusters Score -508398.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -508453.625000 Penalty: 4171.496582
	Iteration 6Q: 3 clusters Score -508453.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -508491.593750 Penalty: 4171.496582
	Iteration 7Q: 3 clusters Score -508491.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -508527.250000 Penalty: 4171.496582
	Iteration 8Q: 3 clusters Score -508527.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -508561.187500 Penalty: 4171.496582
	Iteration 9Q: 3 clusters Score -508561.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -508582.906250 Penalty: 4171.496582
	Iteration 10Q: 3 clusters Score -508582.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -508602.000000 Penalty: 4171.496582
	Iteration 11Q: 3 clusters Score -508602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -508618.437500 Penalty: 4171.496582
	Iteration 12Q: 3 clusters Score -508618.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -508631.437500 Penalty: 4171.496582
	Iteration 13Q: 3 clusters Score -508631.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -508640.968750 Penalty: 4171.496582
	Iteration 14Q: 3 clusters Score -508641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -508649.937500 Penalty: 4171.496582
	Iteration 15Q: 3 clusters Score -508649.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -508663.187500 Penalty: 4171.496582
	Iteration 16Q: 3 clusters Score -508663.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -508676.312500 Penalty: 4171.496582
	Iteration 17Q: 3 clusters Score -508676.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -508686.218750 Penalty: 4171.496582
	Iteration 18Q: 3 clusters Score -508686.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -508695.250000 Penalty: 4171.496582
	Iteration 19Q: 3 clusters Score -508695.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -508705.312500 Penalty: 4171.496582
	Iteration 20F: 3 clusters Score -508705.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -508713.093750 Penalty: 4171.496582
	Iteration 21Q: 3 clusters Score -508713.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -508722.968750 Penalty: 4171.496582
	Iteration 22Q: 3 clusters Score -508723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -508730.687500 Penalty: 4171.496582
	Iteration 23Q: 3 clusters Score -508730.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -508745.093750 Penalty: 4171.496582
	Iteration 24Q: 3 clusters Score -508745.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -508755.250000 Penalty: 4171.496582
	Iteration 25Q: 3 clusters Score -508755.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -508765.750000 Penalty: 4171.496582
	Iteration 26Q: 3 clusters Score -508765.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -508773.875000 Penalty: 4171.496582
	Iteration 27Q: 3 clusters Score -508773.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -508785.843750 Penalty: 4171.496582
	Iteration 28Q: 3 clusters Score -508785.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -508794.312500 Penalty: 4171.496582
	Iteration 29Q: 3 clusters Score -508794.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -508805.312500 Penalty: 4171.496582
	Iteration 30Q: 3 clusters Score -508805.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -508814.156250 Penalty: 4171.496582
	Iteration 31Q: 3 clusters Score -508814.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -508824.218750 Penalty: 4171.496582
	Iteration 32Q: 3 clusters Score -508824.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -508835.218750 Penalty: 4171.496582
	Iteration 33Q: 3 clusters Score -508835.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -508849.437500 Penalty: 4171.496582
	Iteration 34Q: 3 clusters Score -508849.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -508858.593750 Penalty: 4171.496582
	Iteration 35Q: 3 clusters Score -508858.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -508864.843750 Penalty: 4171.496582
	Iteration 36Q: 3 clusters Score -508864.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -508872.500000 Penalty: 4171.496582
	Iteration 37Q: 3 clusters Score -508872.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -508874.156250 Penalty: 4171.496582
	Iteration 38Q: 3 clusters Score -508874.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -508876.500000 Penalty: 4171.496582
	Iteration 39Q: 3 clusters Score -508876.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -508879.281250 Penalty: 4171.496582
	Iteration 40F: 3 clusters Score -508879.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -508882.937500 Penalty: 4171.496582
	Iteration 41Q: 3 clusters Score -508882.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -508885.968750 Penalty: 4171.496582
	Iteration 42Q: 3 clusters Score -508886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -508887.437500 Penalty: 4171.496582
	Iteration 43Q: 3 clusters Score -508887.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -508891.437500 Penalty: 4171.496582
	Iteration 44Q: 3 clusters Score -508891.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -508895.000000 Penalty: 4171.496582
	Iteration 45Q: 3 clusters Score -508895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -508897.781250 Penalty: 4171.496582
	Iteration 46Q: 3 clusters Score -508897.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -508902.937500 Penalty: 4171.496582
	Iteration 47Q: 3 clusters Score -508902.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -508907.812500 Penalty: 4171.496582
	Iteration 48Q: 3 clusters Score -508907.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -508913.468750 Penalty: 4171.496582
	Iteration 49Q: 3 clusters Score -508913.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -508916.875000 Penalty: 4171.496582
	Iteration 50Q: 3 clusters Score -508916.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -508917.437500 Penalty: 4171.496582
	Iteration 51Q: 3 clusters Score -508917.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -508919.687500 Penalty: 4171.496582
	Iteration 52Q: 3 clusters Score -508919.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -508920.656250 Penalty: 4171.496582
	Iteration 53Q: 3 clusters Score -508920.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -508921.875000 Penalty: 4171.496582
	Iteration 54Q: 3 clusters Score -508921.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -508924.593750 Penalty: 4171.496582
	Iteration 55Q: 3 clusters Score -508924.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -508926.156250 Penalty: 4171.496582
	Iteration 56Q: 3 clusters Score -508926.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -508926.781250 Penalty: 4171.496582
	Iteration 57Q: 3 clusters Score -508926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -508929.968750 Penalty: 4171.496582
	Iteration 58Q: 3 clusters Score -508930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -508931.312500 Penalty: 4171.496582
	Iteration 59Q: 3 clusters Score -508931.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -508932.250000 Penalty: 4171.496582
	Iteration 60F: 3 clusters Score -508932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -508933.375000 Penalty: 4171.496582
	Iteration 61Q: 3 clusters Score -508933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -508934.781250 Penalty: 4171.496582
	Iteration 62Q: 3 clusters Score -508934.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -508937.531250 Penalty: 4171.496582
	Iteration 63Q: 3 clusters Score -508937.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -508938.750000 Penalty: 4171.496582
	Iteration 64Q: 3 clusters Score -508938.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -508941.843750 Penalty: 4171.496582
	Iteration 65Q: 3 clusters Score -508941.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -508944.781250 Penalty: 4171.496582
	Iteration 66Q: 3 clusters Score -508944.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -508948.156250 Penalty: 4171.496582
	Iteration 67Q: 3 clusters Score -508948.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -508949.125000 Penalty: 4171.496582
	Iteration 68Q: 3 clusters Score -508949.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -508952.062500 Penalty: 4171.496582
	Iteration 69Q: 3 clusters Score -508952.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -508955.968750 Penalty: 4171.496582
	Iteration 70Q: 3 clusters Score -508956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -508958.125000 Penalty: 4171.496582
	Iteration 71Q: 3 clusters Score -508958.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -508962.000000 Penalty: 4171.496582
	Iteration 72Q: 3 clusters Score -508962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -508963.968750 Penalty: 4171.496582
	Iteration 73Q: 3 clusters Score -508964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -508965.625000 Penalty: 4171.496582
	Iteration 74Q: 3 clusters Score -508965.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -508967.875000 Penalty: 4171.496582
	Iteration 75Q: 3 clusters Score -508967.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -508969.187500 Penalty: 4171.496582
	Iteration 76Q: 3 clusters Score -508969.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -508971.312500 Penalty: 4171.496582
	Iteration 77Q: 3 clusters Score -508971.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -508972.468750 Penalty: 4171.496582
	Iteration 78Q: 3 clusters Score -508972.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -508973.625000 Penalty: 4171.496582
	Iteration 79Q: 3 clusters Score -508973.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -508976.281250 Penalty: 4171.496582
	Iteration 80F: 3 clusters Score -508976.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -508978.906250 Penalty: 4171.496582
	Iteration 81Q: 3 clusters Score -508978.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -508983.281250 Penalty: 4171.496582
	Iteration 82Q: 3 clusters Score -508983.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -508988.437500 Penalty: 4171.496582
	Iteration 83Q: 3 clusters Score -508988.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -508996.281250 Penalty: 4171.496582
	Iteration 84Q: 3 clusters Score -508996.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -509004.843750 Penalty: 4171.496582
	Iteration 85Q: 3 clusters Score -509004.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -509009.250000 Penalty: 4171.496582
	Iteration 86Q: 3 clusters Score -509009.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -509013.468750 Penalty: 4171.496582
	Iteration 87Q: 3 clusters Score -509013.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -509020.343750 Penalty: 4171.496582
	Iteration 88Q: 3 clusters Score -509020.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -509025.218750 Penalty: 4171.496582
	Iteration 89Q: 3 clusters Score -509025.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -509030.906250 Penalty: 4171.496582
	Iteration 90Q: 3 clusters Score -509030.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -509036.406250 Penalty: 4171.496582
	Iteration 91Q: 3 clusters Score -509036.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -509039.406250 Penalty: 4171.496582
	Iteration 92Q: 3 clusters Score -509039.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -509040.531250 Penalty: 4171.496582
	Iteration 93Q: 3 clusters Score -509040.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -509042.781250 Penalty: 4171.496582
	Iteration 94Q: 3 clusters Score -509042.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -509044.031250 Penalty: 4171.496582
	Iteration 95Q: 3 clusters Score -509044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -509045.531250 Penalty: 4171.496582
	Iteration 96Q: 3 clusters Score -509045.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -509046.906250 Penalty: 4171.496582
	Iteration 97Q: 3 clusters Score -509046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -509046.843750 Penalty: 4171.496582
	Iteration 98Q: 3 clusters Score -509046.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -509048.125000 Penalty: 4171.496582
	Iteration 99Q: 3 clusters Score -509048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -509050.250000 Penalty: 4171.496582
	Iteration 100F: 3 clusters Score -509050.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -509053.062500 Penalty: 4171.496582
	Iteration 101Q: 3 clusters Score -509053.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -509055.187500 Penalty: 4171.496582
	Iteration 102Q: 3 clusters Score -509055.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -509059.281250 Penalty: 4171.496582
	Iteration 103Q: 3 clusters Score -509059.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -509062.125000 Penalty: 4171.496582
	Iteration 104Q: 3 clusters Score -509062.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -509068.718750 Penalty: 4171.496582
	Iteration 105Q: 3 clusters Score -509068.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -509077.031250 Penalty: 4171.496582
	Iteration 106Q: 3 clusters Score -509077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -509083.375000 Penalty: 4171.496582
	Iteration 107Q: 3 clusters Score -509083.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -509091.625000 Penalty: 4171.496582
	Iteration 108Q: 3 clusters Score -509091.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -509106.281250 Penalty: 4171.496582
	Iteration 109Q: 3 clusters Score -509106.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -509120.375000 Penalty: 4171.496582
	Iteration 110Q: 3 clusters Score -509120.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -509130.218750 Penalty: 4171.496582
	Iteration 111Q: 3 clusters Score -509130.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -509140.562500 Penalty: 4171.496582
	Iteration 112Q: 3 clusters Score -509140.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -509147.281250 Penalty: 4171.496582
	Iteration 113Q: 3 clusters Score -509147.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -509153.281250 Penalty: 4171.496582
	Iteration 114Q: 3 clusters Score -509153.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -509156.562500 Penalty: 4171.496582
	Iteration 115Q: 3 clusters Score -509156.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -509162.312500 Penalty: 4171.496582
	Iteration 116Q: 3 clusters Score -509162.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -509164.562500 Penalty: 4171.496582
	Iteration 117Q: 3 clusters Score -509164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -509166.437500 Penalty: 4171.496582
	Iteration 118Q: 3 clusters Score -509166.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -509167.937500 Penalty: 4171.496582
	Iteration 119Q: 3 clusters Score -509167.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -509169.656250 Penalty: 4171.496582
	Iteration 120F: 3 clusters Score -509169.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -509170.281250 Penalty: 4171.496582
	Iteration 121Q: 3 clusters Score -509170.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -509172.718750 Penalty: 4171.496582
	Iteration 122Q: 3 clusters Score -509172.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -509174.718750 Penalty: 4171.496582
	Iteration 123Q: 3 clusters Score -509174.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -509175.781250 Penalty: 4171.496582
	Iteration 124Q: 3 clusters Score -509175.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -509176.687500 Penalty: 4171.496582
	Iteration 125Q: 3 clusters Score -509176.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -509177.562500 Penalty: 4171.496582
	Iteration 126Q: 3 clusters Score -509177.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -509179.187500 Penalty: 4171.496582
	Iteration 127Q: 3 clusters Score -509179.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -509179.625000 Penalty: 4171.496582
	Iteration 128Q: 3 clusters Score -509179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -509180.156250 Penalty: 4171.496582
	Iteration 129Q: 3 clusters Score -509180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -509180.218750 Penalty: 4171.496582
	Iteration 130Q: 3 clusters Score -509180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -509180.468750 Penalty: 4171.496582
	Iteration 131Q: 3 clusters Score -509180.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -509180.468750 Penalty: 4171.496582
	Iteration 132F: 3 clusters Score -509180.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -203748.156250 Penalty: 1868.356079
	Iteration 0F: 2 clusters Score -203748.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -201218.546875 Penalty: 3736.712158
	Iteration 0F: 3 clusters Score -201218.5 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -201657.968750 Penalty: 3736.712158
	Iteration 1F: 3 clusters Score -201658 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -201782.937500 Penalty: 3736.712158
	Iteration 2F: 3 clusters Score -201782.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -201853.718750 Penalty: 3736.712158
	Iteration 3Q: 3 clusters Score -201853.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -201901.593750 Penalty: 3736.712158
	Iteration 4Q: 3 clusters Score -201901.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -201928.859375 Penalty: 3736.712158
	Iteration 5Q: 3 clusters Score -201928.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -201957.015625 Penalty: 3736.712158
	Iteration 6Q: 3 clusters Score -201957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -201977.156250 Penalty: 3736.712158
	Iteration 7Q: 3 clusters Score -201977.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -202002.187500 Penalty: 3736.712158
	Iteration 8Q: 3 clusters Score -202002.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -202014.890625 Penalty: 3736.712158
	Iteration 9Q: 3 clusters Score -202014.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -202027.968750 Penalty: 3736.712158
	Iteration 10Q: 3 clusters Score -202028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -202042.593750 Penalty: 3736.712158
	Iteration 11Q: 3 clusters Score -202042.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -202056.546875 Penalty: 3736.712158
	Iteration 12Q: 3 clusters Score -202056.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -202072.921875 Penalty: 3736.712158
	Iteration 13Q: 3 clusters Score -202072.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -202093.859375 Penalty: 3736.712158
	Iteration 14Q: 3 clusters Score -202093.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -202112.968750 Penalty: 3736.712158
	Iteration 15Q: 3 clusters Score -202113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -202125.406250 Penalty: 3736.712158
	Iteration 16Q: 3 clusters Score -202125.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -202134.906250 Penalty: 3736.712158
	Iteration 17Q: 3 clusters Score -202134.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -202144.890625 Penalty: 3736.712158
	Iteration 18Q: 3 clusters Score -202144.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -202149.171875 Penalty: 3736.712158
	Iteration 19Q: 3 clusters Score -202149.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -202154.000000 Penalty: 3736.712158
	Iteration 20F: 3 clusters Score -202154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -202159.437500 Penalty: 3736.712158
	Iteration 21Q: 3 clusters Score -202159.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -202161.546875 Penalty: 3736.712158
	Iteration 22Q: 3 clusters Score -202161.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -202166.281250 Penalty: 3736.712158
	Iteration 23Q: 3 clusters Score -202166.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -202172.578125 Penalty: 3736.712158
	Iteration 24Q: 3 clusters Score -202172.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -202177.328125 Penalty: 3736.712158
	Iteration 25Q: 3 clusters Score -202177.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -202180.015625 Penalty: 3736.712158
	Iteration 26Q: 3 clusters Score -202180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -202184.562500 Penalty: 3736.712158
	Iteration 27Q: 3 clusters Score -202184.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -202190.765625 Penalty: 3736.712158
	Iteration 28Q: 3 clusters Score -202190.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -202195.531250 Penalty: 3736.712158
	Iteration 29Q: 3 clusters Score -202195.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -202200.390625 Penalty: 3736.712158
	Iteration 30Q: 3 clusters Score -202200.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -202204.062500 Penalty: 3736.712158
	Iteration 31Q: 3 clusters Score -202204.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -202207.796875 Penalty: 3736.712158
	Iteration 32Q: 3 clusters Score -202207.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -202208.671875 Penalty: 3736.712158
	Iteration 33Q: 3 clusters Score -202208.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -202208.671875 Penalty: 3736.712158
	Iteration 34F: 3 clusters Score -202208.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Entering Unmasked Estep 
Score: -5644973.500000 Penalty: 2672.736328
	Iteration 0F: 2 clusters Score -5644974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -5612819.500000 Penalty: 5345.472656
	Iteration 0F: 3 clusters Score -5612820 nChanged 21819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -5624924.000000 Penalty: 5345.472656
	Iteration 1F: 3 clusters Score -5624924 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -5625431.000000 Penalty: 5345.472656
	Iteration 2Q: 3 clusters Score -5625431 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -5626008.500000 Penalty: 5345.472656
	Iteration 3Q: 3 clusters Score -5626008 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -5626665.000000 Penalty: 5345.472656
	Iteration 4Q: 3 clusters Score -5626665 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -5627579.000000 Penalty: 5345.472656
	Iteration 5Q: 3 clusters Score -5627579 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -5628835.000000 Penalty: 5345.472656
	Iteration 6F: 3 clusters Score -5628835 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -5630830.500000 Penalty: 5345.472656
	Iteration 7F: 3 clusters Score -5630830 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -5633569.500000 Penalty: 5345.472656
	Iteration 8F: 3 clusters Score -5633570 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -5636625.500000 Penalty: 5345.472656
	Iteration 9F: 3 clusters Score -5636626 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -5639329.000000 Penalty: 5345.472656
	Iteration 10F: 3 clusters Score -5639329 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -5640949.500000 Penalty: 5345.472656
	Iteration 11Q: 3 clusters Score -5640950 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -5641789.000000 Penalty: 5345.472656
	Iteration 12Q: 3 clusters Score -5641789 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -5642258.000000 Penalty: 5345.472656
	Iteration 13Q: 3 clusters Score -5642258 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -5642444.000000 Penalty: 5345.472656
	Iteration 14Q: 3 clusters Score -5642444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -5642511.500000 Penalty: 5345.472656
	Iteration 15Q: 3 clusters Score -5642512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -5642542.000000 Penalty: 5345.472656
	Iteration 16Q: 3 clusters Score -5642542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -5642568.000000 Penalty: 5345.472656
	Iteration 17Q: 3 clusters Score -5642568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -5642600.000000 Penalty: 5345.472656
	Iteration 18Q: 3 clusters Score -5642600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -5642601.000000 Penalty: 5345.472656
	Iteration 19Q: 3 clusters Score -5642601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -5642611.000000 Penalty: 5345.472656
	Iteration 20F: 3 clusters Score -5642611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -55998.746094 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -55998.75 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 287 members 
Entering Unmasked Estep 
Score: -54602.058594 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -54602.06 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54886.417969 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -54886.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54975.070312 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -54975.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55012.437500 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -55012.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -55042.125000 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -55042.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55064.789062 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -55064.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55073.988281 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -55073.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55080.390625 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -55080.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -55086.210938 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -55086.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55089.656250 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -55089.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55094.253906 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -55094.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55094.253906 Penalty: 3135.101074
	Iteration 11F: 3 clusters Score -55094.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Entering Unmasked Estep 
Score: -2007623.000000 Penalty: 2404.127441
	Iteration 0F: 2 clusters Score -2007623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1995927.125000 Penalty: 4808.254883
	Iteration 0F: 3 clusters Score -1995927 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1999714.375000 Penalty: 4808.254883
	Iteration 1F: 3 clusters Score -1999714 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2000074.625000 Penalty: 4808.254883
	Iteration 2F: 3 clusters Score -2000075 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2000378.750000 Penalty: 4808.254883
	Iteration 3Q: 3 clusters Score -2000379 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2000677.250000 Penalty: 4808.254883
	Iteration 4Q: 3 clusters Score -2000677 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2001017.000000 Penalty: 4808.254883
	Iteration 5Q: 3 clusters Score -2001017 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2001389.500000 Penalty: 4808.254883
	Iteration 6Q: 3 clusters Score -2001390 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2001788.500000 Penalty: 4808.254883
	Iteration 7Q: 3 clusters Score -2001788 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2002185.000000 Penalty: 4808.254883
	Iteration 8Q: 3 clusters Score -2002185 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2002609.000000 Penalty: 4808.254883
	Iteration 9Q: 3 clusters Score -2002609 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2003051.625000 Penalty: 4808.254883
	Iteration 10Q: 3 clusters Score -2003052 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2003505.875000 Penalty: 4808.254883
	Iteration 11Q: 3 clusters Score -2003506 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2003902.500000 Penalty: 4808.254883
	Iteration 12Q: 3 clusters Score -2003902 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2004166.250000 Penalty: 4808.254883
	Iteration 13Q: 3 clusters Score -2004166 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2004324.125000 Penalty: 4808.254883
	Iteration 14Q: 3 clusters Score -2004324 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2004402.250000 Penalty: 4808.254883
	Iteration 15Q: 3 clusters Score -2004402 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2004468.750000 Penalty: 4808.254883
	Iteration 16Q: 3 clusters Score -2004469 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2004495.500000 Penalty: 4808.254883
	Iteration 17Q: 3 clusters Score -2004496 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2004529.750000 Penalty: 4808.254883
	Iteration 18Q: 3 clusters Score -2004530 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2004563.875000 Penalty: 4808.254883
	Iteration 19Q: 3 clusters Score -2004564 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2004590.375000 Penalty: 4808.254883
	Iteration 20F: 3 clusters Score -2004590 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2004615.500000 Penalty: 4808.254883
	Iteration 21Q: 3 clusters Score -2004616 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2004632.000000 Penalty: 4808.254883
	Iteration 22Q: 3 clusters Score -2004632 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2004659.625000 Penalty: 4808.254883
	Iteration 23Q: 3 clusters Score -2004660 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2004684.750000 Penalty: 4808.254883
	Iteration 24Q: 3 clusters Score -2004685 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2004707.750000 Penalty: 4808.254883
	Iteration 25Q: 3 clusters Score -2004708 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2004729.000000 Penalty: 4808.254883
	Iteration 26Q: 3 clusters Score -2004729 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2004734.000000 Penalty: 4808.254883
	Iteration 27Q: 3 clusters Score -2004734 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2004747.375000 Penalty: 4808.254883
	Iteration 28Q: 3 clusters Score -2004747 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2004765.625000 Penalty: 4808.254883
	Iteration 29Q: 3 clusters Score -2004766 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2004770.125000 Penalty: 4808.254883
	Iteration 30Q: 3 clusters Score -2004770 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2004792.000000 Penalty: 4808.254883
	Iteration 31Q: 3 clusters Score -2004792 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2004810.875000 Penalty: 4808.254883
	Iteration 32Q: 3 clusters Score -2004811 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2004824.500000 Penalty: 4808.254883
	Iteration 33Q: 3 clusters Score -2004824 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2004842.125000 Penalty: 4808.254883
	Iteration 34Q: 3 clusters Score -2004842 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2004861.500000 Penalty: 4808.254883
	Iteration 35Q: 3 clusters Score -2004862 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2004872.500000 Penalty: 4808.254883
	Iteration 36Q: 3 clusters Score -2004872 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2004895.375000 Penalty: 4808.254883
	Iteration 37Q: 3 clusters Score -2004895 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2004905.125000 Penalty: 4808.254883
	Iteration 38Q: 3 clusters Score -2004905 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2004915.250000 Penalty: 4808.254883
	Iteration 39Q: 3 clusters Score -2004915 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2004937.125000 Penalty: 4808.254883
	Iteration 40F: 3 clusters Score -2004937 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2004946.750000 Penalty: 4808.254883
	Iteration 41Q: 3 clusters Score -2004947 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2004953.875000 Penalty: 4808.254883
	Iteration 42Q: 3 clusters Score -2004954 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2004965.625000 Penalty: 4808.254883
	Iteration 43Q: 3 clusters Score -2004966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2004983.250000 Penalty: 4808.254883
	Iteration 44Q: 3 clusters Score -2004983 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2005000.625000 Penalty: 4808.254883
	Iteration 45Q: 3 clusters Score -2005001 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2005011.375000 Penalty: 4808.254883
	Iteration 46Q: 3 clusters Score -2005011 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2005027.250000 Penalty: 4808.254883
	Iteration 47Q: 3 clusters Score -2005027 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2005041.500000 Penalty: 4808.254883
	Iteration 48Q: 3 clusters Score -2005042 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2005056.625000 Penalty: 4808.254883
	Iteration 49Q: 3 clusters Score -2005057 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2005062.875000 Penalty: 4808.254883
	Iteration 50Q: 3 clusters Score -2005063 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2005076.500000 Penalty: 4808.254883
	Iteration 51Q: 3 clusters Score -2005076 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2005088.500000 Penalty: 4808.254883
	Iteration 52Q: 3 clusters Score -2005088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2005104.250000 Penalty: 4808.254883
	Iteration 53Q: 3 clusters Score -2005104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2005113.000000 Penalty: 4808.254883
	Iteration 54Q: 3 clusters Score -2005113 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2005122.375000 Penalty: 4808.254883
	Iteration 55Q: 3 clusters Score -2005122 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2005135.750000 Penalty: 4808.254883
	Iteration 56Q: 3 clusters Score -2005136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2005138.500000 Penalty: 4808.254883
	Iteration 57Q: 3 clusters Score -2005138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2005153.750000 Penalty: 4808.254883
	Iteration 58Q: 3 clusters Score -2005154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2005160.500000 Penalty: 4808.254883
	Iteration 59Q: 3 clusters Score -2005160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2005163.125000 Penalty: 4808.254883
	Iteration 60F: 3 clusters Score -2005163 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2005178.750000 Penalty: 4808.254883
	Iteration 61Q: 3 clusters Score -2005179 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2005181.125000 Penalty: 4808.254883
	Iteration 62Q: 3 clusters Score -2005181 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2005201.000000 Penalty: 4808.254883
	Iteration 63Q: 3 clusters Score -2005201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2005212.250000 Penalty: 4808.254883
	Iteration 64Q: 3 clusters Score -2005212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2005216.875000 Penalty: 4808.254883
	Iteration 65Q: 3 clusters Score -2005217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2005227.125000 Penalty: 4808.254883
	Iteration 66Q: 3 clusters Score -2005227 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2005232.250000 Penalty: 4808.254883
	Iteration 67Q: 3 clusters Score -2005232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2005248.000000 Penalty: 4808.254883
	Iteration 68Q: 3 clusters Score -2005248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2005249.625000 Penalty: 4808.254883
	Iteration 69Q: 3 clusters Score -2005250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2005260.500000 Penalty: 4808.254883
	Iteration 70Q: 3 clusters Score -2005260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2005263.750000 Penalty: 4808.254883
	Iteration 71Q: 3 clusters Score -2005264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2005269.375000 Penalty: 4808.254883
	Iteration 72Q: 3 clusters Score -2005269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2005275.375000 Penalty: 4808.254883
	Iteration 73Q: 3 clusters Score -2005275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2005274.250000 Penalty: 4808.254883
	Iteration 74Q: 3 clusters Score -2005274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2005279.500000 Penalty: 4808.254883
	Iteration 75Q: 3 clusters Score -2005280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2005287.500000 Penalty: 4808.254883
	Iteration 76Q: 3 clusters Score -2005288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2005297.625000 Penalty: 4808.254883
	Iteration 77Q: 3 clusters Score -2005298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2005298.750000 Penalty: 4808.254883
	Iteration 78Q: 3 clusters Score -2005299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2005300.750000 Penalty: 4808.254883
	Iteration 79Q: 3 clusters Score -2005301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2005304.500000 Penalty: 4808.254883
	Iteration 80F: 3 clusters Score -2005304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2005312.125000 Penalty: 4808.254883
	Iteration 81Q: 3 clusters Score -2005312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2005318.500000 Penalty: 4808.254883
	Iteration 82Q: 3 clusters Score -2005318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2005328.500000 Penalty: 4808.254883
	Iteration 83Q: 3 clusters Score -2005328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2005325.000000 Penalty: 4808.254883
	Iteration 84Q: 3 clusters Score -2005325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2005326.375000 Penalty: 4808.254883
	Iteration 85Q: 3 clusters Score -2005326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2005336.500000 Penalty: 4808.254883
	Iteration 86Q: 3 clusters Score -2005336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2005339.500000 Penalty: 4808.254883
	Iteration 87Q: 3 clusters Score -2005340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2005350.125000 Penalty: 4808.254883
	Iteration 88Q: 3 clusters Score -2005350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2005355.500000 Penalty: 4808.254883
	Iteration 89Q: 3 clusters Score -2005356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2005369.000000 Penalty: 4808.254883
	Iteration 90Q: 3 clusters Score -2005369 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2005371.125000 Penalty: 4808.254883
	Iteration 91Q: 3 clusters Score -2005371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2005379.125000 Penalty: 4808.254883
	Iteration 92Q: 3 clusters Score -2005379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2005386.000000 Penalty: 4808.254883
	Iteration 93Q: 3 clusters Score -2005386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2005389.000000 Penalty: 4808.254883
	Iteration 94Q: 3 clusters Score -2005389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2005392.375000 Penalty: 4808.254883
	Iteration 95Q: 3 clusters Score -2005392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2005401.750000 Penalty: 4808.254883
	Iteration 96Q: 3 clusters Score -2005402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2005404.750000 Penalty: 4808.254883
	Iteration 97Q: 3 clusters Score -2005405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2005412.125000 Penalty: 4808.254883
	Iteration 98Q: 3 clusters Score -2005412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2005415.000000 Penalty: 4808.254883
	Iteration 99Q: 3 clusters Score -2005415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2005422.000000 Penalty: 4808.254883
	Iteration 100F: 3 clusters Score -2005422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2005422.375000 Penalty: 4808.254883
	Iteration 101Q: 3 clusters Score -2005422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2005428.875000 Penalty: 4808.254883
	Iteration 102Q: 3 clusters Score -2005429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2005430.625000 Penalty: 4808.254883
	Iteration 103Q: 3 clusters Score -2005431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2005431.375000 Penalty: 4808.254883
	Iteration 104Q: 3 clusters Score -2005431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2005437.500000 Penalty: 4808.254883
	Iteration 105Q: 3 clusters Score -2005438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2005442.000000 Penalty: 4808.254883
	Iteration 106Q: 3 clusters Score -2005442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2005451.000000 Penalty: 4808.254883
	Iteration 107Q: 3 clusters Score -2005451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2005457.500000 Penalty: 4808.254883
	Iteration 108Q: 3 clusters Score -2005458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2005461.750000 Penalty: 4808.254883
	Iteration 109Q: 3 clusters Score -2005462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2005472.500000 Penalty: 4808.254883
	Iteration 110Q: 3 clusters Score -2005472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2005472.625000 Penalty: 4808.254883
	Iteration 111Q: 3 clusters Score -2005473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2005478.750000 Penalty: 4808.254883
	Iteration 112Q: 3 clusters Score -2005479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2005483.875000 Penalty: 4808.254883
	Iteration 113Q: 3 clusters Score -2005484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2005487.750000 Penalty: 4808.254883
	Iteration 114Q: 3 clusters Score -2005488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2005490.000000 Penalty: 4808.254883
	Iteration 115Q: 3 clusters Score -2005490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2005494.625000 Penalty: 4808.254883
	Iteration 116Q: 3 clusters Score -2005495 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2005503.875000 Penalty: 4808.254883
	Iteration 117Q: 3 clusters Score -2005504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2005516.750000 Penalty: 4808.254883
	Iteration 118Q: 3 clusters Score -2005517 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2005515.125000 Penalty: 4808.254883
	Iteration 119Q: 3 clusters Score -2005515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2005521.625000 Penalty: 4808.254883
	Iteration 120F: 3 clusters Score -2005522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2005529.125000 Penalty: 4808.254883
	Iteration 121Q: 3 clusters Score -2005529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2005533.375000 Penalty: 4808.254883
	Iteration 122Q: 3 clusters Score -2005533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2005537.000000 Penalty: 4808.254883
	Iteration 123Q: 3 clusters Score -2005537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2005537.375000 Penalty: 4808.254883
	Iteration 124Q: 3 clusters Score -2005537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2005543.500000 Penalty: 4808.254883
	Iteration 125Q: 3 clusters Score -2005544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2005544.250000 Penalty: 4808.254883
	Iteration 126Q: 3 clusters Score -2005544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2005549.000000 Penalty: 4808.254883
	Iteration 127Q: 3 clusters Score -2005549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2005550.000000 Penalty: 4808.254883
	Iteration 128Q: 3 clusters Score -2005550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2005557.000000 Penalty: 4808.254883
	Iteration 129Q: 3 clusters Score -2005557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2005552.250000 Penalty: 4808.254883
	Iteration 130Q: 3 clusters Score -2005552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2005556.750000 Penalty: 4808.254883
	Iteration 131Q: 3 clusters Score -2005557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2005562.375000 Penalty: 4808.254883
	Iteration 132Q: 3 clusters Score -2005562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2005565.000000 Penalty: 4808.254883
	Iteration 133Q: 3 clusters Score -2005565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2005570.250000 Penalty: 4808.254883
	Iteration 134Q: 3 clusters Score -2005570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2005575.625000 Penalty: 4808.254883
	Iteration 135Q: 3 clusters Score -2005576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2005574.375000 Penalty: 4808.254883
	Iteration 136Q: 3 clusters Score -2005574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2005578.500000 Penalty: 4808.254883
	Iteration 137Q: 3 clusters Score -2005578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2005584.875000 Penalty: 4808.254883
	Iteration 138Q: 3 clusters Score -2005585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2005584.625000 Penalty: 4808.254883
	Iteration 139Q: 3 clusters Score -2005585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2005589.625000 Penalty: 4808.254883
	Iteration 140F: 3 clusters Score -2005590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2005591.375000 Penalty: 4808.254883
	Iteration 141Q: 3 clusters Score -2005591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2005591.375000 Penalty: 4808.254883
	Iteration 142Q: 3 clusters Score -2005591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2005590.750000 Penalty: 4808.254883
	Iteration 143Q: 3 clusters Score -2005591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2005593.750000 Penalty: 4808.254883
	Iteration 144Q: 3 clusters Score -2005594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2005593.375000 Penalty: 4808.254883
	Iteration 145Q: 3 clusters Score -2005593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2005594.125000 Penalty: 4808.254883
	Iteration 146Q: 3 clusters Score -2005594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2005594.875000 Penalty: 4808.254883
	Iteration 147Q: 3 clusters Score -2005595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2005603.250000 Penalty: 4808.254883
	Iteration 148Q: 3 clusters Score -2005603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2005606.000000 Penalty: 4808.254883
	Iteration 149Q: 3 clusters Score -2005606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2005603.625000 Penalty: 4808.254883
	Iteration 150Q: 3 clusters Score -2005604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2005606.500000 Penalty: 4808.254883
	Iteration 151Q: 3 clusters Score -2005606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2005606.125000 Penalty: 4808.254883
	Iteration 152Q: 3 clusters Score -2005606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2005608.750000 Penalty: 4808.254883
	Iteration 153Q: 3 clusters Score -2005609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2005610.875000 Penalty: 4808.254883
	Iteration 154Q: 3 clusters Score -2005611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2005613.500000 Penalty: 4808.254883
	Iteration 155Q: 3 clusters Score -2005614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2005612.875000 Penalty: 4808.254883
	Iteration 156Q: 3 clusters Score -2005613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2005611.625000 Penalty: 4808.254883
	Iteration 157Q: 3 clusters Score -2005612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2005610.125000 Penalty: 4808.254883
	Iteration 158Q: 3 clusters Score -2005610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2005612.750000 Penalty: 4808.254883
	Iteration 159Q: 3 clusters Score -2005613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2005614.000000 Penalty: 4808.254883
	Iteration 160F: 3 clusters Score -2005614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2005613.625000 Penalty: 4808.254883
	Iteration 161Q: 3 clusters Score -2005614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2005619.500000 Penalty: 4808.254883
	Iteration 162Q: 3 clusters Score -2005620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2005619.625000 Penalty: 4808.254883
	Iteration 163Q: 3 clusters Score -2005620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2005621.375000 Penalty: 4808.254883
	Iteration 164Q: 3 clusters Score -2005621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2005619.500000 Penalty: 4808.254883
	Iteration 165Q: 3 clusters Score -2005620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2005622.125000 Penalty: 4808.254883
	Iteration 166Q: 3 clusters Score -2005622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2005625.375000 Penalty: 4808.254883
	Iteration 167Q: 3 clusters Score -2005625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2005625.250000 Penalty: 4808.254883
	Iteration 168Q: 3 clusters Score -2005625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2005630.000000 Penalty: 4808.254883
	Iteration 169Q: 3 clusters Score -2005630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2005634.125000 Penalty: 4808.254883
	Iteration 170Q: 3 clusters Score -2005634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2005635.625000 Penalty: 4808.254883
	Iteration 171Q: 3 clusters Score -2005636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2005634.875000 Penalty: 4808.254883
	Iteration 172Q: 3 clusters Score -2005635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2005636.125000 Penalty: 4808.254883
	Iteration 173Q: 3 clusters Score -2005636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2005635.500000 Penalty: 4808.254883
	Iteration 174Q: 3 clusters Score -2005636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2005636.000000 Penalty: 4808.254883
	Iteration 175Q: 3 clusters Score -2005636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2005637.875000 Penalty: 4808.254883
	Iteration 176Q: 3 clusters Score -2005638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2005636.125000 Penalty: 4808.254883
	Iteration 177Q: 3 clusters Score -2005636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2005636.125000 Penalty: 4808.254883
	Iteration 178F: 3 clusters Score -2005636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62235 members 
Entering Unmasked Estep 
Score: -7637633.500000 Penalty: 2737.590820
	Iteration 0F: 2 clusters Score -7637634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -7595850.000000 Penalty: 5475.181641
	Iteration 0F: 3 clusters Score -7595850 nChanged 28878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -7611957.000000 Penalty: 5475.181641
	Iteration 1F: 3 clusters Score -7611957 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -7612588.500000 Penalty: 5475.181641
	Iteration 2Q: 3 clusters Score -7612588 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -7613291.500000 Penalty: 5475.181641
	Iteration 3Q: 3 clusters Score -7613292 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -7614211.000000 Penalty: 5475.181641
	Iteration 4Q: 3 clusters Score -7614211 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -7615608.500000 Penalty: 5475.181641
	Iteration 5Q: 3 clusters Score -7615608 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -7617661.500000 Penalty: 5475.181641
	Iteration 6F: 3 clusters Score -7617662 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -7620469.500000 Penalty: 5475.181641
	Iteration 7F: 3 clusters Score -7620470 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -7623971.500000 Penalty: 5475.181641
	Iteration 8F: 3 clusters Score -7623972 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -7627053.000000 Penalty: 5475.181641
	Iteration 9F: 3 clusters Score -7627053 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -7628722.500000 Penalty: 5475.181641
	Iteration 10F: 3 clusters Score -7628722 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -7629395.500000 Penalty: 5475.181641
	Iteration 11Q: 3 clusters Score -7629396 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -7629891.000000 Penalty: 5475.181641
	Iteration 12Q: 3 clusters Score -7629891 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -7630275.500000 Penalty: 5475.181641
	Iteration 13Q: 3 clusters Score -7630276 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -7630578.500000 Penalty: 5475.181641
	Iteration 14Q: 3 clusters Score -7630578 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -7630861.500000 Penalty: 5475.181641
	Iteration 15Q: 3 clusters Score -7630862 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -7631157.500000 Penalty: 5475.181641
	Iteration 16Q: 3 clusters Score -7631158 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -7631416.000000 Penalty: 5475.181641
	Iteration 17Q: 3 clusters Score -7631416 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -7631592.000000 Penalty: 5475.181641
	Iteration 18Q: 3 clusters Score -7631592 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -7631719.500000 Penalty: 5475.181641
	Iteration 19Q: 3 clusters Score -7631720 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -7631843.000000 Penalty: 5475.181641
	Iteration 20F: 3 clusters Score -7631843 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -7631908.500000 Penalty: 5475.181641
	Iteration 21Q: 3 clusters Score -7631908 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -7631982.000000 Penalty: 5475.181641
	Iteration 22Q: 3 clusters Score -7631982 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -7632062.000000 Penalty: 5475.181641
	Iteration 23Q: 3 clusters Score -7632062 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -7632163.500000 Penalty: 5475.181641
	Iteration 24Q: 3 clusters Score -7632164 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -7632254.500000 Penalty: 5475.181641
	Iteration 25Q: 3 clusters Score -7632254 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -7632348.500000 Penalty: 5475.181641
	Iteration 26Q: 3 clusters Score -7632348 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -7632443.000000 Penalty: 5475.181641
	Iteration 27Q: 3 clusters Score -7632443 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -7632501.500000 Penalty: 5475.181641
	Iteration 28Q: 3 clusters Score -7632502 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -7632567.000000 Penalty: 5475.181641
	Iteration 29Q: 3 clusters Score -7632567 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -7632650.500000 Penalty: 5475.181641
	Iteration 30Q: 3 clusters Score -7632650 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -7632719.500000 Penalty: 5475.181641
	Iteration 31Q: 3 clusters Score -7632720 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -7632797.000000 Penalty: 5475.181641
	Iteration 32Q: 3 clusters Score -7632797 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -7632892.500000 Penalty: 5475.181641
	Iteration 33Q: 3 clusters Score -7632892 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -7632956.000000 Penalty: 5475.181641
	Iteration 34Q: 3 clusters Score -7632956 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -7633042.500000 Penalty: 5475.181641
	Iteration 35Q: 3 clusters Score -7633042 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -7633113.000000 Penalty: 5475.181641
	Iteration 36Q: 3 clusters Score -7633113 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -7633190.000000 Penalty: 5475.181641
	Iteration 37Q: 3 clusters Score -7633190 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -7633276.000000 Penalty: 5475.181641
	Iteration 38Q: 3 clusters Score -7633276 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -7633348.500000 Penalty: 5475.181641
	Iteration 39Q: 3 clusters Score -7633348 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -7633432.000000 Penalty: 5475.181641
	Iteration 40F: 3 clusters Score -7633432 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -7633501.000000 Penalty: 5475.181641
	Iteration 41Q: 3 clusters Score -7633501 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 53046 members 
Entering Unmasked Estep 
Score: -7633564.000000 Penalty: 5475.181641
	Iteration 42Q: 3 clusters Score -7633564 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -7633621.500000 Penalty: 5475.181641
	Iteration 43Q: 3 clusters Score -7633622 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -7633696.000000 Penalty: 5475.181641
	Iteration 44Q: 3 clusters Score -7633696 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -7633738.000000 Penalty: 5475.181641
	Iteration 45Q: 3 clusters Score -7633738 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -7633826.500000 Penalty: 5475.181641
	Iteration 46Q: 3 clusters Score -7633826 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -7633931.500000 Penalty: 5475.181641
	Iteration 47Q: 3 clusters Score -7633932 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -7633993.000000 Penalty: 5475.181641
	Iteration 48Q: 3 clusters Score -7633993 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -7634071.500000 Penalty: 5475.181641
	Iteration 49Q: 3 clusters Score -7634072 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -7634161.500000 Penalty: 5475.181641
	Iteration 50Q: 3 clusters Score -7634162 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -7634221.000000 Penalty: 5475.181641
	Iteration 51Q: 3 clusters Score -7634221 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -7634267.000000 Penalty: 5475.181641
	Iteration 52Q: 3 clusters Score -7634267 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -7634324.000000 Penalty: 5475.181641
	Iteration 53Q: 3 clusters Score -7634324 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 56567 members 
Entering Unmasked Estep 
Score: -7634392.000000 Penalty: 5475.181641
	Iteration 54Q: 3 clusters Score -7634392 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -7634445.000000 Penalty: 5475.181641
	Iteration 55Q: 3 clusters Score -7634445 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -7634494.000000 Penalty: 5475.181641
	Iteration 56Q: 3 clusters Score -7634494 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -7634517.000000 Penalty: 5475.181641
	Iteration 57Q: 3 clusters Score -7634517 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -7634550.500000 Penalty: 5475.181641
	Iteration 58Q: 3 clusters Score -7634550 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -7634574.500000 Penalty: 5475.181641
	Iteration 59Q: 3 clusters Score -7634574 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -7634619.000000 Penalty: 5475.181641
	Iteration 60F: 3 clusters Score -7634619 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -7634666.000000 Penalty: 5475.181641
	Iteration 61Q: 3 clusters Score -7634666 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -7634684.500000 Penalty: 5475.181641
	Iteration 62Q: 3 clusters Score -7634684 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -7634718.000000 Penalty: 5475.181641
	Iteration 63Q: 3 clusters Score -7634718 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 58300 members 
Entering Unmasked Estep 
Score: -7634738.500000 Penalty: 5475.181641
	Iteration 64Q: 3 clusters Score -7634738 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
Score: -7634758.000000 Penalty: 5475.181641
	Iteration 65Q: 3 clusters Score -7634758 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 58530 members 
Entering Unmasked Estep 
Score: -7634782.000000 Penalty: 5475.181641
	Iteration 66Q: 3 clusters Score -7634782 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -7634811.500000 Penalty: 5475.181641
	Iteration 67Q: 3 clusters Score -7634812 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -7634850.000000 Penalty: 5475.181641
	Iteration 68Q: 3 clusters Score -7634850 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -7634858.500000 Penalty: 5475.181641
	Iteration 69Q: 3 clusters Score -7634858 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -7634884.500000 Penalty: 5475.181641
	Iteration 70Q: 3 clusters Score -7634884 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -7634898.500000 Penalty: 5475.181641
	Iteration 71Q: 3 clusters Score -7634898 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -7634930.000000 Penalty: 5475.181641
	Iteration 72Q: 3 clusters Score -7634930 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
Score: -7634959.500000 Penalty: 5475.181641
	Iteration 73Q: 3 clusters Score -7634960 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 59435 members 
Entering Unmasked Estep 
Score: -7634986.500000 Penalty: 5475.181641
	Iteration 74Q: 3 clusters Score -7634986 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -7635012.000000 Penalty: 5475.181641
	Iteration 75Q: 3 clusters Score -7635012 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
Score: -7635024.000000 Penalty: 5475.181641
	Iteration 76Q: 3 clusters Score -7635024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 59687 members 
Entering Unmasked Estep 
Score: -7635067.000000 Penalty: 5475.181641
	Iteration 77Q: 3 clusters Score -7635067 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -7635063.000000 Penalty: 5475.181641
	Iteration 78Q: 3 clusters Score -7635063 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -7635071.000000 Penalty: 5475.181641
	Iteration 79Q: 3 clusters Score -7635071 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 59924 members 
Entering Unmasked Estep 
Score: -7635093.000000 Penalty: 5475.181641
	Iteration 80F: 3 clusters Score -7635093 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -7635110.000000 Penalty: 5475.181641
	Iteration 81Q: 3 clusters Score -7635110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 60052 members 
Entering Unmasked Estep 
Score: -7635124.500000 Penalty: 5475.181641
	Iteration 82Q: 3 clusters Score -7635124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 60102 members 
Entering Unmasked Estep 
Score: -7635153.000000 Penalty: 5475.181641
	Iteration 83Q: 3 clusters Score -7635153 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -7635159.000000 Penalty: 5475.181641
	Iteration 84Q: 3 clusters Score -7635159 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -7635182.000000 Penalty: 5475.181641
	Iteration 85Q: 3 clusters Score -7635182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -7635192.500000 Penalty: 5475.181641
	Iteration 86Q: 3 clusters Score -7635192 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -7635222.000000 Penalty: 5475.181641
	Iteration 87Q: 3 clusters Score -7635222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 60398 members 
Entering Unmasked Estep 
Score: -7635229.500000 Penalty: 5475.181641
	Iteration 88Q: 3 clusters Score -7635230 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -7635262.000000 Penalty: 5475.181641
	Iteration 89Q: 3 clusters Score -7635262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -7635280.500000 Penalty: 5475.181641
	Iteration 90Q: 3 clusters Score -7635280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 60551 members 
Entering Unmasked Estep 
Score: -7635304.500000 Penalty: 5475.181641
	Iteration 91Q: 3 clusters Score -7635304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
Score: -7635306.500000 Penalty: 5475.181641
	Iteration 92Q: 3 clusters Score -7635306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
Score: -7635318.500000 Penalty: 5475.181641
	Iteration 93Q: 3 clusters Score -7635318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -7635304.000000 Penalty: 5475.181641
	Iteration 94Q: 3 clusters Score -7635304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -7635318.000000 Penalty: 5475.181641
	Iteration 95Q: 3 clusters Score -7635318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -7635317.500000 Penalty: 5475.181641
	Iteration 96Q: 3 clusters Score -7635318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -7635326.500000 Penalty: 5475.181641
	Iteration 97Q: 3 clusters Score -7635326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -7635328.500000 Penalty: 5475.181641
	Iteration 98Q: 3 clusters Score -7635328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -7635324.000000 Penalty: 5475.181641
	Iteration 99Q: 3 clusters Score -7635324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -7635343.000000 Penalty: 5475.181641
	Iteration 100F: 3 clusters Score -7635343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -7635342.500000 Penalty: 5475.181641
	Iteration 101Q: 3 clusters Score -7635342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -7635356.000000 Penalty: 5475.181641
	Iteration 102Q: 3 clusters Score -7635356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -7635357.500000 Penalty: 5475.181641
	Iteration 103Q: 3 clusters Score -7635358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -7635352.500000 Penalty: 5475.181641
	Iteration 104Q: 3 clusters Score -7635352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 60789 members 
Entering Unmasked Estep 
Score: -7635354.500000 Penalty: 5475.181641
	Iteration 105Q: 3 clusters Score -7635354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 60798 members 
Entering Unmasked Estep 
Score: -7635352.000000 Penalty: 5475.181641
	Iteration 106Q: 3 clusters Score -7635352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -7635366.500000 Penalty: 5475.181641
	Iteration 107Q: 3 clusters Score -7635366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -7635369.500000 Penalty: 5475.181641
	Iteration 108Q: 3 clusters Score -7635370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
Score: -7635387.000000 Penalty: 5475.181641
	Iteration 109Q: 3 clusters Score -7635387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -7635376.500000 Penalty: 5475.181641
	Iteration 110Q: 3 clusters Score -7635376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -7635380.000000 Penalty: 5475.181641
	Iteration 111Q: 3 clusters Score -7635380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -7635375.500000 Penalty: 5475.181641
	Iteration 112Q: 3 clusters Score -7635376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -7635379.500000 Penalty: 5475.181641
	Iteration 113Q: 3 clusters Score -7635380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -7635383.000000 Penalty: 5475.181641
	Iteration 114Q: 3 clusters Score -7635383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -7635378.500000 Penalty: 5475.181641
	Iteration 115Q: 3 clusters Score -7635378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -7635376.000000 Penalty: 5475.181641
	Iteration 116Q: 3 clusters Score -7635376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 60874 members 
Entering Unmasked Estep 
Score: -7635372.500000 Penalty: 5475.181641
	Iteration 117Q: 3 clusters Score -7635372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 60880 members 
Entering Unmasked Estep 
Score: -7635371.500000 Penalty: 5475.181641
	Iteration 118Q: 3 clusters Score -7635372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -7635381.500000 Penalty: 5475.181641
	Iteration 119Q: 3 clusters Score -7635382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -7635373.000000 Penalty: 5475.181641
	Iteration 120F: 3 clusters Score -7635373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -7635380.500000 Penalty: 5475.181641
	Iteration 121Q: 3 clusters Score -7635380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 60915 members 
Entering Unmasked Estep 
Score: -7635373.000000 Penalty: 5475.181641
	Iteration 122Q: 3 clusters Score -7635373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -7635368.500000 Penalty: 5475.181641
	Iteration 123Q: 3 clusters Score -7635368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -7635372.000000 Penalty: 5475.181641
	Iteration 124Q: 3 clusters Score -7635372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -7635368.500000 Penalty: 5475.181641
	Iteration 125Q: 3 clusters Score -7635368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 60944 members 
Entering Unmasked Estep 
Score: -7635377.000000 Penalty: 5475.181641
	Iteration 126Q: 3 clusters Score -7635377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 60946 members 
Entering Unmasked Estep 
Score: -7635373.500000 Penalty: 5475.181641
	Iteration 127Q: 3 clusters Score -7635374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -7635377.500000 Penalty: 5475.181641
	Iteration 128Q: 3 clusters Score -7635378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -7635372.500000 Penalty: 5475.181641
	Iteration 129Q: 3 clusters Score -7635372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -7635373.500000 Penalty: 5475.181641
	Iteration 130Q: 3 clusters Score -7635374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -7635381.000000 Penalty: 5475.181641
	Iteration 131Q: 3 clusters Score -7635381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 60977 members 
Entering Unmasked Estep 
Score: -7635386.000000 Penalty: 5475.181641
	Iteration 132Q: 3 clusters Score -7635386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -7635385.500000 Penalty: 5475.181641
	Iteration 133Q: 3 clusters Score -7635386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -7635390.000000 Penalty: 5475.181641
	Iteration 134Q: 3 clusters Score -7635390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -7635400.000000 Penalty: 5475.181641
	Iteration 135Q: 3 clusters Score -7635400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -7635401.500000 Penalty: 5475.181641
	Iteration 136Q: 3 clusters Score -7635402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -7635399.500000 Penalty: 5475.181641
	Iteration 137Q: 3 clusters Score -7635400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 61007 members 
Entering Unmasked Estep 
Score: -7635387.000000 Penalty: 5475.181641
	Iteration 138Q: 3 clusters Score -7635387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -7635393.500000 Penalty: 5475.181641
	Iteration 139Q: 3 clusters Score -7635394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -7635394.500000 Penalty: 5475.181641
	Iteration 140F: 3 clusters Score -7635394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 61024 members 
Entering Unmasked Estep 
Score: -7635394.500000 Penalty: 5475.181641
	Iteration 141Q: 3 clusters Score -7635394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -7635400.000000 Penalty: 5475.181641
	Iteration 142Q: 3 clusters Score -7635400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -7635397.500000 Penalty: 5475.181641
	Iteration 143Q: 3 clusters Score -7635398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -7635408.500000 Penalty: 5475.181641
	Iteration 144Q: 3 clusters Score -7635408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 61046 members 
Entering Unmasked Estep 
Score: -7635411.000000 Penalty: 5475.181641
	Iteration 145Q: 3 clusters Score -7635411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -7635406.000000 Penalty: 5475.181641
	Iteration 146Q: 3 clusters Score -7635406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -7635409.000000 Penalty: 5475.181641
	Iteration 147Q: 3 clusters Score -7635409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -7635420.000000 Penalty: 5475.181641
	Iteration 148Q: 3 clusters Score -7635420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 61089 members 
Entering Unmasked Estep 
Score: -7635429.500000 Penalty: 5475.181641
	Iteration 149Q: 3 clusters Score -7635430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 61100 members 
Entering Unmasked Estep 
Score: -7635435.500000 Penalty: 5475.181641
	Iteration 150Q: 3 clusters Score -7635436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -7635443.500000 Penalty: 5475.181641
	Iteration 151Q: 3 clusters Score -7635444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -7635439.500000 Penalty: 5475.181641
	Iteration 152Q: 3 clusters Score -7635440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -7635451.500000 Penalty: 5475.181641
	Iteration 153Q: 3 clusters Score -7635452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 61137 members 
Entering Unmasked Estep 
Score: -7635455.500000 Penalty: 5475.181641
	Iteration 154Q: 3 clusters Score -7635456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -7635464.000000 Penalty: 5475.181641
	Iteration 155Q: 3 clusters Score -7635464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -7635467.000000 Penalty: 5475.181641
	Iteration 156Q: 3 clusters Score -7635467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -7635465.000000 Penalty: 5475.181641
	Iteration 157Q: 3 clusters Score -7635465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 61162 members 
Entering Unmasked Estep 
Score: -7635463.500000 Penalty: 5475.181641
	Iteration 158Q: 3 clusters Score -7635464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -7635464.000000 Penalty: 5475.181641
	Iteration 159Q: 3 clusters Score -7635464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 61169 members 
Entering Unmasked Estep 
Score: -7635460.500000 Penalty: 5475.181641
	Iteration 160F: 3 clusters Score -7635460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -7635465.000000 Penalty: 5475.181641
	Iteration 161Q: 3 clusters Score -7635465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -7635465.000000 Penalty: 5475.181641
	Iteration 162F: 3 clusters Score -7635465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -78218.164062 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -78218.16 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 383 members 
Entering Unmasked Estep 
Score: -76515.140625 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -76515.14 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76751.125000 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -76751.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76819.695312 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -76819.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76870.085938 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -76870.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76910.867188 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -76910.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76932.914062 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -76932.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -76952.062500 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -76952.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76955.039062 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -76955.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76957.007812 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -76957.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76958.046875 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -76958.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76958.046875 Penalty: 3308.071045
	Iteration 10F: 3 clusters Score -76958.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (176407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176407 members 
Entering Unmasked Estep 
Score: -21512310.000000 Penalty: 2995.976318
	Iteration 0F: 2 clusters Score -2.151231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 88719 members 
Entering Unmasked Estep 
Score: -21395776.000000 Penalty: 5991.952637
	Iteration 0F: 3 clusters Score -2.139578e+07 nChanged 84816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79368 members 
Mstep: Class 2 contains 97039 members 
Entering Unmasked Estep 
Score: -21448568.000000 Penalty: 5991.952637
	Iteration 1F: 3 clusters Score -2.144857e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 102944 members 
Entering Unmasked Estep 
Score: -21453108.000000 Penalty: 5991.952637
	Iteration 2F: 3 clusters Score -2.145311e+07 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 111775 members 
Entering Unmasked Estep 
Score: -21460970.000000 Penalty: 5991.952637
	Iteration 3F: 3 clusters Score -2.146097e+07 nChanged 14876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 123535 members 
Entering Unmasked Estep 
Score: -21473244.000000 Penalty: 5991.952637
	Iteration 4F: 3 clusters Score -2.147324e+07 nChanged 14851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 135848 members 
Entering Unmasked Estep 
Score: -21487538.000000 Penalty: 5991.952637
	Iteration 5F: 3 clusters Score -2.148754e+07 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 145155 members 
Entering Unmasked Estep 
Score: -21499098.000000 Penalty: 5991.952637
	Iteration 6F: 3 clusters Score -2.14991e+07 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 150035 members 
Entering Unmasked Estep 
Score: -21504278.000000 Penalty: 5991.952637
	Iteration 7Q: 3 clusters Score -2.150428e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 153002 members 
Entering Unmasked Estep 
Score: -21506260.000000 Penalty: 5991.952637
	Iteration 8Q: 3 clusters Score -2.150626e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 155306 members 
Entering Unmasked Estep 
Score: -21507134.000000 Penalty: 5991.952637
	Iteration 9Q: 3 clusters Score -2.150713e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 157320 members 
Entering Unmasked Estep 
Score: -21507844.000000 Penalty: 5991.952637
	Iteration 10Q: 3 clusters Score -2.150784e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 159191 members 
Entering Unmasked Estep 
Score: -21508454.000000 Penalty: 5991.952637
	Iteration 11Q: 3 clusters Score -2.150845e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 160897 members 
Entering Unmasked Estep 
Score: -21508998.000000 Penalty: 5991.952637
	Iteration 12Q: 3 clusters Score -2.1509e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 162386 members 
Entering Unmasked Estep 
Score: -21509380.000000 Penalty: 5991.952637
	Iteration 13Q: 3 clusters Score -2.150938e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 163691 members 
Entering Unmasked Estep 
Score: -21509738.000000 Penalty: 5991.952637
	Iteration 14Q: 3 clusters Score -2.150974e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 164805 members 
Entering Unmasked Estep 
Score: -21510000.000000 Penalty: 5991.952637
	Iteration 15Q: 3 clusters Score -2.151e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 165859 members 
Entering Unmasked Estep 
Score: -21510224.000000 Penalty: 5991.952637
	Iteration 16Q: 3 clusters Score -2.151022e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 166768 members 
Entering Unmasked Estep 
Score: -21510396.000000 Penalty: 5991.952637
	Iteration 17Q: 3 clusters Score -2.15104e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 167590 members 
Entering Unmasked Estep 
Score: -21510654.000000 Penalty: 5991.952637
	Iteration 18Q: 3 clusters Score -2.151065e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 168252 members 
Entering Unmasked Estep 
Score: -21510736.000000 Penalty: 5991.952637
	Iteration 19Q: 3 clusters Score -2.151074e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 168841 members 
Entering Unmasked Estep 
Score: -21510814.000000 Penalty: 5991.952637
	Iteration 20F: 3 clusters Score -2.151081e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 169362 members 
Entering Unmasked Estep 
Score: -21510912.000000 Penalty: 5991.952637
	Iteration 21Q: 3 clusters Score -2.151091e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 169851 members 
Entering Unmasked Estep 
Score: -21510936.000000 Penalty: 5991.952637
	Iteration 22Q: 3 clusters Score -2.151094e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 170276 members 
Entering Unmasked Estep 
Score: -21510966.000000 Penalty: 5991.952637
	Iteration 23Q: 3 clusters Score -2.151097e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 170657 members 
Entering Unmasked Estep 
Score: -21511066.000000 Penalty: 5991.952637
	Iteration 24Q: 3 clusters Score -2.151107e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 170994 members 
Entering Unmasked Estep 
Score: -21511054.000000 Penalty: 5991.952637
	Iteration 25Q: 3 clusters Score -2.151105e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 171282 members 
Entering Unmasked Estep 
Score: -21511114.000000 Penalty: 5991.952637
	Iteration 26Q: 3 clusters Score -2.151111e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 171544 members 
Entering Unmasked Estep 
Score: -21511186.000000 Penalty: 5991.952637
	Iteration 27Q: 3 clusters Score -2.151119e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 171755 members 
Entering Unmasked Estep 
Score: -21511144.000000 Penalty: 5991.952637
	Iteration 28Q: 3 clusters Score -2.151114e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 171948 members 
Entering Unmasked Estep 
Score: -21511182.000000 Penalty: 5991.952637
	Iteration 29Q: 3 clusters Score -2.151118e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 172111 members 
Entering Unmasked Estep 
Score: -21511148.000000 Penalty: 5991.952637
	Iteration 30Q: 3 clusters Score -2.151115e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 172256 members 
Entering Unmasked Estep 
Score: -21511158.000000 Penalty: 5991.952637
	Iteration 31Q: 3 clusters Score -2.151116e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 172386 members 
Entering Unmasked Estep 
Score: -21511152.000000 Penalty: 5991.952637
	Iteration 32Q: 3 clusters Score -2.151115e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 172492 members 
Entering Unmasked Estep 
Score: -21511148.000000 Penalty: 5991.952637
	Iteration 33Q: 3 clusters Score -2.151115e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 172582 members 
Entering Unmasked Estep 
Score: -21511128.000000 Penalty: 5991.952637
	Iteration 34Q: 3 clusters Score -2.151113e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 172658 members 
Entering Unmasked Estep 
Score: -21511158.000000 Penalty: 5991.952637
	Iteration 35Q: 3 clusters Score -2.151116e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 172716 members 
Entering Unmasked Estep 
Score: -21511146.000000 Penalty: 5991.952637
	Iteration 36Q: 3 clusters Score -2.151115e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 172760 members 
Entering Unmasked Estep 
Score: -21511166.000000 Penalty: 5991.952637
	Iteration 37Q: 3 clusters Score -2.151117e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 172816 members 
Entering Unmasked Estep 
Score: -21511158.000000 Penalty: 5991.952637
	Iteration 38Q: 3 clusters Score -2.151116e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 172865 members 
Entering Unmasked Estep 
Score: -21511162.000000 Penalty: 5991.952637
	Iteration 39Q: 3 clusters Score -2.151116e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 172904 members 
Entering Unmasked Estep 
Score: -21511150.000000 Penalty: 5991.952637
	Iteration 40F: 3 clusters Score -2.151115e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 172939 members 
Entering Unmasked Estep 
Score: -21511140.000000 Penalty: 5991.952637
	Iteration 41Q: 3 clusters Score -2.151114e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 172969 members 
Entering Unmasked Estep 
Score: -21511146.000000 Penalty: 5991.952637
	Iteration 42Q: 3 clusters Score -2.151115e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 172999 members 
Entering Unmasked Estep 
Score: -21511118.000000 Penalty: 5991.952637
	Iteration 43Q: 3 clusters Score -2.151112e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 173031 members 
Entering Unmasked Estep 
Score: -21511126.000000 Penalty: 5991.952637
	Iteration 44Q: 3 clusters Score -2.151113e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 173061 members 
Entering Unmasked Estep 
Score: -21511126.000000 Penalty: 5991.952637
	Iteration 45Q: 3 clusters Score -2.151113e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 173094 members 
Entering Unmasked Estep 
Score: -21511108.000000 Penalty: 5991.952637
	Iteration 46Q: 3 clusters Score -2.151111e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 173135 members 
Entering Unmasked Estep 
Score: -21511104.000000 Penalty: 5991.952637
	Iteration 47Q: 3 clusters Score -2.15111e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 173173 members 
Entering Unmasked Estep 
Score: -21511154.000000 Penalty: 5991.952637
	Iteration 48Q: 3 clusters Score -2.151115e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 173209 members 
Entering Unmasked Estep 
Score: -21511152.000000 Penalty: 5991.952637
	Iteration 49Q: 3 clusters Score -2.151115e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 173248 members 
Entering Unmasked Estep 
Score: -21511150.000000 Penalty: 5991.952637
	Iteration 50Q: 3 clusters Score -2.151115e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 173279 members 
Entering Unmasked Estep 
Score: -21511158.000000 Penalty: 5991.952637
	Iteration 51Q: 3 clusters Score -2.151116e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 173302 members 
Entering Unmasked Estep 
Score: -21511140.000000 Penalty: 5991.952637
	Iteration 52Q: 3 clusters Score -2.151114e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 173321 members 
Entering Unmasked Estep 
Score: -21511126.000000 Penalty: 5991.952637
	Iteration 53Q: 3 clusters Score -2.151113e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 173342 members 
Entering Unmasked Estep 
Score: -21511134.000000 Penalty: 5991.952637
	Iteration 54Q: 3 clusters Score -2.151113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 173354 members 
Entering Unmasked Estep 
Score: -21511142.000000 Penalty: 5991.952637
	Iteration 55Q: 3 clusters Score -2.151114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 173364 members 
Entering Unmasked Estep 
Score: -21511152.000000 Penalty: 5991.952637
	Iteration 56Q: 3 clusters Score -2.151115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 173371 members 
Entering Unmasked Estep 
Score: -21511170.000000 Penalty: 5991.952637
	Iteration 57Q: 3 clusters Score -2.151117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 173378 members 
Entering Unmasked Estep 
Score: -21511162.000000 Penalty: 5991.952637
	Iteration 58Q: 3 clusters Score -2.151116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 173384 members 
Entering Unmasked Estep 
Score: -21511178.000000 Penalty: 5991.952637
	Iteration 59Q: 3 clusters Score -2.151118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 173390 members 
Entering Unmasked Estep 
Score: -21511170.000000 Penalty: 5991.952637
	Iteration 60F: 3 clusters Score -2.151117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 173399 members 
Entering Unmasked Estep 
Score: -21511166.000000 Penalty: 5991.952637
	Iteration 61Q: 3 clusters Score -2.151117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 173408 members 
Entering Unmasked Estep 
Score: -21511160.000000 Penalty: 5991.952637
	Iteration 62Q: 3 clusters Score -2.151116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 173418 members 
Entering Unmasked Estep 
Score: -21511170.000000 Penalty: 5991.952637
	Iteration 63Q: 3 clusters Score -2.151117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 173432 members 
Entering Unmasked Estep 
Score: -21511160.000000 Penalty: 5991.952637
	Iteration 64Q: 3 clusters Score -2.151116e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 173445 members 
Entering Unmasked Estep 
Score: -21511166.000000 Penalty: 5991.952637
	Iteration 65Q: 3 clusters Score -2.151117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 173451 members 
Entering Unmasked Estep 
Score: -21511158.000000 Penalty: 5991.952637
	Iteration 66Q: 3 clusters Score -2.151116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 173452 members 
Entering Unmasked Estep 
Score: -21511166.000000 Penalty: 5991.952637
	Iteration 67Q: 3 clusters Score -2.151117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 173453 members 
Entering Unmasked Estep 
Score: -21511158.000000 Penalty: 5991.952637
	Iteration 68Q: 3 clusters Score -2.151116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 173453 members 
Entering Unmasked Estep 
Score: -21511158.000000 Penalty: 5991.952637
	Iteration 69F: 3 clusters Score -2.151116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (181948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181948 members 
Entering Unmasked Estep 
Score: -22160988.000000 Penalty: 3003.645996
	Iteration 0F: 2 clusters Score -2.216099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90801 members 
Mstep: Class 2 contains 91147 members 
Entering Unmasked Estep 
Score: -22041112.000000 Penalty: 6007.291992
	Iteration 0F: 3 clusters Score -2.204111e+07 nChanged 87617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88054 members 
Mstep: Class 2 contains 93894 members 
Entering Unmasked Estep 
Score: -22093738.000000 Penalty: 6007.291992
	Iteration 1F: 3 clusters Score -2.209374e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86368 members 
Mstep: Class 2 contains 95580 members 
Entering Unmasked Estep 
Score: -22095872.000000 Penalty: 6007.291992
	Iteration 2Q: 3 clusters Score -2.209587e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84190 members 
Mstep: Class 2 contains 97758 members 
Entering Unmasked Estep 
Score: -22099080.000000 Penalty: 6007.291992
	Iteration 3Q: 3 clusters Score -2.209908e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81473 members 
Mstep: Class 2 contains 100475 members 
Entering Unmasked Estep 
Score: -22103450.000000 Penalty: 6007.291992
	Iteration 4Q: 3 clusters Score -2.210345e+07 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 103512 members 
Entering Unmasked Estep 
Score: -22109280.000000 Penalty: 6007.291992
	Iteration 5F: 3 clusters Score -2.210928e+07 nChanged 10808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75732 members 
Mstep: Class 2 contains 106216 members 
Entering Unmasked Estep 
Score: -22116564.000000 Penalty: 6007.291992
	Iteration 6F: 3 clusters Score -2.211656e+07 nChanged 12080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73846 members 
Mstep: Class 2 contains 108102 members 
Entering Unmasked Estep 
Score: -22125680.000000 Penalty: 6007.291992
	Iteration 7F: 3 clusters Score -2.212568e+07 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73005 members 
Mstep: Class 2 contains 108943 members 
Entering Unmasked Estep 
Score: -22133798.000000 Penalty: 6007.291992
	Iteration 8F: 3 clusters Score -2.21338e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 109138 members 
Entering Unmasked Estep 
Score: -22138366.000000 Penalty: 6007.291992
	Iteration 9F: 3 clusters Score -2.213837e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72722 members 
Mstep: Class 2 contains 109226 members 
Entering Unmasked Estep 
Score: -22139904.000000 Penalty: 6007.291992
	Iteration 10Q: 3 clusters Score -2.21399e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72587 members 
Mstep: Class 2 contains 109361 members 
Entering Unmasked Estep 
Score: -22140586.000000 Penalty: 6007.291992
	Iteration 11Q: 3 clusters Score -2.214059e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 109483 members 
Entering Unmasked Estep 
Score: -22141020.000000 Penalty: 6007.291992
	Iteration 12Q: 3 clusters Score -2.214102e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 109583 members 
Entering Unmasked Estep 
Score: -22141476.000000 Penalty: 6007.291992
	Iteration 13Q: 3 clusters Score -2.214148e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72328 members 
Mstep: Class 2 contains 109620 members 
Entering Unmasked Estep 
Score: -22141764.000000 Penalty: 6007.291992
	Iteration 14Q: 3 clusters Score -2.214176e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 109583 members 
Entering Unmasked Estep 
Score: -22142172.000000 Penalty: 6007.291992
	Iteration 15Q: 3 clusters Score -2.214217e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72461 members 
Mstep: Class 2 contains 109487 members 
Entering Unmasked Estep 
Score: -22142480.000000 Penalty: 6007.291992
	Iteration 16Q: 3 clusters Score -2.214248e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72540 members 
Mstep: Class 2 contains 109408 members 
Entering Unmasked Estep 
Score: -22142720.000000 Penalty: 6007.291992
	Iteration 17Q: 3 clusters Score -2.214272e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 109270 members 
Entering Unmasked Estep 
Score: -22143058.000000 Penalty: 6007.291992
	Iteration 18Q: 3 clusters Score -2.214306e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 109008 members 
Entering Unmasked Estep 
Score: -22143442.000000 Penalty: 6007.291992
	Iteration 19Q: 3 clusters Score -2.214344e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 108828 members 
Entering Unmasked Estep 
Score: -22143588.000000 Penalty: 6007.291992
	Iteration 20F: 3 clusters Score -2.214359e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73274 members 
Mstep: Class 2 contains 108674 members 
Entering Unmasked Estep 
Score: -22143726.000000 Penalty: 6007.291992
	Iteration 21Q: 3 clusters Score -2.214373e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 108599 members 
Entering Unmasked Estep 
Score: -22143866.000000 Penalty: 6007.291992
	Iteration 22Q: 3 clusters Score -2.214387e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73351 members 
Mstep: Class 2 contains 108597 members 
Entering Unmasked Estep 
Score: -22143978.000000 Penalty: 6007.291992
	Iteration 23Q: 3 clusters Score -2.214398e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 108572 members 
Entering Unmasked Estep 
Score: -22144104.000000 Penalty: 6007.291992
	Iteration 24Q: 3 clusters Score -2.21441e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 108577 members 
Entering Unmasked Estep 
Score: -22144256.000000 Penalty: 6007.291992
	Iteration 25Q: 3 clusters Score -2.214426e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73366 members 
Mstep: Class 2 contains 108582 members 
Entering Unmasked Estep 
Score: -22144336.000000 Penalty: 6007.291992
	Iteration 26Q: 3 clusters Score -2.214434e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 108576 members 
Entering Unmasked Estep 
Score: -22144400.000000 Penalty: 6007.291992
	Iteration 27Q: 3 clusters Score -2.21444e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 108605 members 
Entering Unmasked Estep 
Score: -22144442.000000 Penalty: 6007.291992
	Iteration 28Q: 3 clusters Score -2.214444e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73335 members 
Mstep: Class 2 contains 108613 members 
Entering Unmasked Estep 
Score: -22144436.000000 Penalty: 6007.291992
	Iteration 29Q: 3 clusters Score -2.214444e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73300 members 
Mstep: Class 2 contains 108648 members 
Entering Unmasked Estep 
Score: -22144544.000000 Penalty: 6007.291992
	Iteration 30Q: 3 clusters Score -2.214454e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73252 members 
Mstep: Class 2 contains 108696 members 
Entering Unmasked Estep 
Score: -22144582.000000 Penalty: 6007.291992
	Iteration 31Q: 3 clusters Score -2.214458e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73225 members 
Mstep: Class 2 contains 108723 members 
Entering Unmasked Estep 
Score: -22144522.000000 Penalty: 6007.291992
	Iteration 32Q: 3 clusters Score -2.214452e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73188 members 
Mstep: Class 2 contains 108760 members 
Entering Unmasked Estep 
Score: -22144538.000000 Penalty: 6007.291992
	Iteration 33Q: 3 clusters Score -2.214454e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 108808 members 
Entering Unmasked Estep 
Score: -22144598.000000 Penalty: 6007.291992
	Iteration 34Q: 3 clusters Score -2.21446e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 108866 members 
Entering Unmasked Estep 
Score: -22144594.000000 Penalty: 6007.291992
	Iteration 35Q: 3 clusters Score -2.214459e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73048 members 
Mstep: Class 2 contains 108900 members 
Entering Unmasked Estep 
Score: -22144628.000000 Penalty: 6007.291992
	Iteration 36Q: 3 clusters Score -2.214463e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Mstep: Class 2 contains 108929 members 
Entering Unmasked Estep 
Score: -22144636.000000 Penalty: 6007.291992
	Iteration 37Q: 3 clusters Score -2.214464e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Mstep: Class 2 contains 108968 members 
Entering Unmasked Estep 
Score: -22144618.000000 Penalty: 6007.291992
	Iteration 38Q: 3 clusters Score -2.214462e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72936 members 
Mstep: Class 2 contains 109012 members 
Entering Unmasked Estep 
Score: -22144656.000000 Penalty: 6007.291992
	Iteration 39Q: 3 clusters Score -2.214466e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72900 members 
Mstep: Class 2 contains 109048 members 
Entering Unmasked Estep 
Score: -22144626.000000 Penalty: 6007.291992
	Iteration 40F: 3 clusters Score -2.214463e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 109086 members 
Entering Unmasked Estep 
Score: -22144716.000000 Penalty: 6007.291992
	Iteration 41Q: 3 clusters Score -2.214472e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 109118 members 
Entering Unmasked Estep 
Score: -22144632.000000 Penalty: 6007.291992
	Iteration 42Q: 3 clusters Score -2.214463e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72804 members 
Mstep: Class 2 contains 109144 members 
Entering Unmasked Estep 
Score: -22144672.000000 Penalty: 6007.291992
	Iteration 43Q: 3 clusters Score -2.214467e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72760 members 
Mstep: Class 2 contains 109188 members 
Entering Unmasked Estep 
Score: -22144674.000000 Penalty: 6007.291992
	Iteration 44Q: 3 clusters Score -2.214467e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72697 members 
Mstep: Class 2 contains 109251 members 
Entering Unmasked Estep 
Score: -22144680.000000 Penalty: 6007.291992
	Iteration 45Q: 3 clusters Score -2.214468e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 109316 members 
Entering Unmasked Estep 
Score: -22144654.000000 Penalty: 6007.291992
	Iteration 46Q: 3 clusters Score -2.214465e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72574 members 
Mstep: Class 2 contains 109374 members 
Entering Unmasked Estep 
Score: -22144644.000000 Penalty: 6007.291992
	Iteration 47Q: 3 clusters Score -2.214464e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72495 members 
Mstep: Class 2 contains 109453 members 
Entering Unmasked Estep 
Score: -22144644.000000 Penalty: 6007.291992
	Iteration 48Q: 3 clusters Score -2.214464e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 2 contains 109532 members 
Entering Unmasked Estep 
Score: -22144652.000000 Penalty: 6007.291992
	Iteration 49Q: 3 clusters Score -2.214465e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 109613 members 
Entering Unmasked Estep 
Score: -22144686.000000 Penalty: 6007.291992
	Iteration 50Q: 3 clusters Score -2.214469e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 109714 members 
Entering Unmasked Estep 
Score: -22144670.000000 Penalty: 6007.291992
	Iteration 51Q: 3 clusters Score -2.214467e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 109827 members 
Entering Unmasked Estep 
Score: -22144642.000000 Penalty: 6007.291992
	Iteration 52Q: 3 clusters Score -2.214464e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72023 members 
Mstep: Class 2 contains 109925 members 
Entering Unmasked Estep 
Score: -22144650.000000 Penalty: 6007.291992
	Iteration 53Q: 3 clusters Score -2.214465e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Mstep: Class 2 contains 110023 members 
Entering Unmasked Estep 
Score: -22144676.000000 Penalty: 6007.291992
	Iteration 54Q: 3 clusters Score -2.214468e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71827 members 
Mstep: Class 2 contains 110121 members 
Entering Unmasked Estep 
Score: -22144664.000000 Penalty: 6007.291992
	Iteration 55Q: 3 clusters Score -2.214466e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71731 members 
Mstep: Class 2 contains 110217 members 
Entering Unmasked Estep 
Score: -22144668.000000 Penalty: 6007.291992
	Iteration 56Q: 3 clusters Score -2.214467e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71623 members 
Mstep: Class 2 contains 110325 members 
Entering Unmasked Estep 
Score: -22144650.000000 Penalty: 6007.291992
	Iteration 57Q: 3 clusters Score -2.214465e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 110443 members 
Entering Unmasked Estep 
Score: -22144628.000000 Penalty: 6007.291992
	Iteration 58Q: 3 clusters Score -2.214463e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 110552 members 
Entering Unmasked Estep 
Score: -22144646.000000 Penalty: 6007.291992
	Iteration 59Q: 3 clusters Score -2.214465e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71274 members 
Mstep: Class 2 contains 110674 members 
Entering Unmasked Estep 
Score: -22144624.000000 Penalty: 6007.291992
	Iteration 60F: 3 clusters Score -2.214462e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 110797 members 
Entering Unmasked Estep 
Score: -22144658.000000 Penalty: 6007.291992
	Iteration 61Q: 3 clusters Score -2.214466e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 110915 members 
Entering Unmasked Estep 
Score: -22144636.000000 Penalty: 6007.291992
	Iteration 62Q: 3 clusters Score -2.214464e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70897 members 
Mstep: Class 2 contains 111051 members 
Entering Unmasked Estep 
Score: -22144680.000000 Penalty: 6007.291992
	Iteration 63Q: 3 clusters Score -2.214468e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70764 members 
Mstep: Class 2 contains 111184 members 
Entering Unmasked Estep 
Score: -22144670.000000 Penalty: 6007.291992
	Iteration 64Q: 3 clusters Score -2.214467e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 111304 members 
Entering Unmasked Estep 
Score: -22144626.000000 Penalty: 6007.291992
	Iteration 65Q: 3 clusters Score -2.214463e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70508 members 
Mstep: Class 2 contains 111440 members 
Entering Unmasked Estep 
Score: -22144652.000000 Penalty: 6007.291992
	Iteration 66Q: 3 clusters Score -2.214465e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 111568 members 
Entering Unmasked Estep 
Score: -22144650.000000 Penalty: 6007.291992
	Iteration 67Q: 3 clusters Score -2.214465e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70231 members 
Mstep: Class 2 contains 111717 members 
Entering Unmasked Estep 
Score: -22144670.000000 Penalty: 6007.291992
	Iteration 68Q: 3 clusters Score -2.214467e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 111888 members 
Entering Unmasked Estep 
Score: -22144716.000000 Penalty: 6007.291992
	Iteration 69Q: 3 clusters Score -2.214472e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 112048 members 
Entering Unmasked Estep 
Score: -22144694.000000 Penalty: 6007.291992
	Iteration 70Q: 3 clusters Score -2.214469e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69740 members 
Mstep: Class 2 contains 112208 members 
Entering Unmasked Estep 
Score: -22144724.000000 Penalty: 6007.291992
	Iteration 71Q: 3 clusters Score -2.214472e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69571 members 
Mstep: Class 2 contains 112377 members 
Entering Unmasked Estep 
Score: -22144708.000000 Penalty: 6007.291992
	Iteration 72Q: 3 clusters Score -2.214471e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69377 members 
Mstep: Class 2 contains 112571 members 
Entering Unmasked Estep 
Score: -22144720.000000 Penalty: 6007.291992
	Iteration 73Q: 3 clusters Score -2.214472e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69145 members 
Mstep: Class 2 contains 112803 members 
Entering Unmasked Estep 
Score: -22144734.000000 Penalty: 6007.291992
	Iteration 74Q: 3 clusters Score -2.214473e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68913 members 
Mstep: Class 2 contains 113035 members 
Entering Unmasked Estep 
Score: -22144736.000000 Penalty: 6007.291992
	Iteration 75Q: 3 clusters Score -2.214474e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 113296 members 
Entering Unmasked Estep 
Score: -22144750.000000 Penalty: 6007.291992
	Iteration 76Q: 3 clusters Score -2.214475e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68370 members 
Mstep: Class 2 contains 113578 members 
Entering Unmasked Estep 
Score: -22144764.000000 Penalty: 6007.291992
	Iteration 77Q: 3 clusters Score -2.214476e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 113875 members 
Entering Unmasked Estep 
Score: -22144764.000000 Penalty: 6007.291992
	Iteration 78Q: 3 clusters Score -2.214476e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67722 members 
Mstep: Class 2 contains 114226 members 
Entering Unmasked Estep 
Score: -22144818.000000 Penalty: 6007.291992
	Iteration 79Q: 3 clusters Score -2.214482e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 114591 members 
Entering Unmasked Estep 
Score: -22144790.000000 Penalty: 6007.291992
	Iteration 80F: 3 clusters Score -2.214479e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 114971 members 
Entering Unmasked Estep 
Score: -22144838.000000 Penalty: 6007.291992
	Iteration 81Q: 3 clusters Score -2.214484e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66592 members 
Mstep: Class 2 contains 115356 members 
Entering Unmasked Estep 
Score: -22144870.000000 Penalty: 6007.291992
	Iteration 82Q: 3 clusters Score -2.214487e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 115781 members 
Entering Unmasked Estep 
Score: -22144912.000000 Penalty: 6007.291992
	Iteration 83Q: 3 clusters Score -2.214491e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65693 members 
Mstep: Class 2 contains 116255 members 
Entering Unmasked Estep 
Score: -22144942.000000 Penalty: 6007.291992
	Iteration 84Q: 3 clusters Score -2.214494e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 116798 members 
Entering Unmasked Estep 
Score: -22144992.000000 Penalty: 6007.291992
	Iteration 85Q: 3 clusters Score -2.214499e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 2 contains 117333 members 
Entering Unmasked Estep 
Score: -22145044.000000 Penalty: 6007.291992
	Iteration 86Q: 3 clusters Score -2.214504e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 117866 members 
Entering Unmasked Estep 
Score: -22145050.000000 Penalty: 6007.291992
	Iteration 87Q: 3 clusters Score -2.214505e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 118386 members 
Entering Unmasked Estep 
Score: -22145090.000000 Penalty: 6007.291992
	Iteration 88Q: 3 clusters Score -2.214509e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 118950 members 
Entering Unmasked Estep 
Score: -22145106.000000 Penalty: 6007.291992
	Iteration 89Q: 3 clusters Score -2.214511e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 119521 members 
Entering Unmasked Estep 
Score: -22145184.000000 Penalty: 6007.291992
	Iteration 90Q: 3 clusters Score -2.214518e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 120138 members 
Entering Unmasked Estep 
Score: -22145178.000000 Penalty: 6007.291992
	Iteration 91Q: 3 clusters Score -2.214518e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 120770 members 
Entering Unmasked Estep 
Score: -22145270.000000 Penalty: 6007.291992
	Iteration 92Q: 3 clusters Score -2.214527e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 121448 members 
Entering Unmasked Estep 
Score: -22145348.000000 Penalty: 6007.291992
	Iteration 93Q: 3 clusters Score -2.214535e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 122155 members 
Entering Unmasked Estep 
Score: -22145442.000000 Penalty: 6007.291992
	Iteration 94Q: 3 clusters Score -2.214544e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 122900 members 
Entering Unmasked Estep 
Score: -22145502.000000 Penalty: 6007.291992
	Iteration 95Q: 3 clusters Score -2.21455e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 123659 members 
Entering Unmasked Estep 
Score: -22145486.000000 Penalty: 6007.291992
	Iteration 96Q: 3 clusters Score -2.214549e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 124466 members 
Entering Unmasked Estep 
Score: -22145632.000000 Penalty: 6007.291992
	Iteration 97Q: 3 clusters Score -2.214563e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 125388 members 
Entering Unmasked Estep 
Score: -22145864.000000 Penalty: 6007.291992
	Iteration 98Q: 3 clusters Score -2.214586e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 126413 members 
Entering Unmasked Estep 
Score: -22145918.000000 Penalty: 6007.291992
	Iteration 99Q: 3 clusters Score -2.214592e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 127468 members 
Entering Unmasked Estep 
Score: -22146000.000000 Penalty: 6007.291992
	Iteration 100F: 3 clusters Score -2.2146e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 128563 members 
Entering Unmasked Estep 
Score: -22146110.000000 Penalty: 6007.291992
	Iteration 101Q: 3 clusters Score -2.214611e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 129765 members 
Entering Unmasked Estep 
Score: -22146180.000000 Penalty: 6007.291992
	Iteration 102Q: 3 clusters Score -2.214618e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 130978 members 
Entering Unmasked Estep 
Score: -22146272.000000 Penalty: 6007.291992
	Iteration 103Q: 3 clusters Score -2.214627e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 132250 members 
Entering Unmasked Estep 
Score: -22146498.000000 Penalty: 6007.291992
	Iteration 104Q: 3 clusters Score -2.21465e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 133595 members 
Entering Unmasked Estep 
Score: -22146774.000000 Penalty: 6007.291992
	Iteration 105Q: 3 clusters Score -2.214677e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 135099 members 
Entering Unmasked Estep 
Score: -22146940.000000 Penalty: 6007.291992
	Iteration 106Q: 3 clusters Score -2.214694e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 136672 members 
Entering Unmasked Estep 
Score: -22147196.000000 Penalty: 6007.291992
	Iteration 107Q: 3 clusters Score -2.21472e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 138253 members 
Entering Unmasked Estep 
Score: -22147482.000000 Penalty: 6007.291992
	Iteration 108Q: 3 clusters Score -2.214748e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 140003 members 
Entering Unmasked Estep 
Score: -22147848.000000 Penalty: 6007.291992
	Iteration 109Q: 3 clusters Score -2.214785e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 141866 members 
Entering Unmasked Estep 
Score: -22148274.000000 Penalty: 6007.291992
	Iteration 110Q: 3 clusters Score -2.214827e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 143865 members 
Entering Unmasked Estep 
Score: -22148690.000000 Penalty: 6007.291992
	Iteration 111Q: 3 clusters Score -2.214869e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 145896 members 
Entering Unmasked Estep 
Score: -22149216.000000 Penalty: 6007.291992
	Iteration 112Q: 3 clusters Score -2.214922e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 147936 members 
Entering Unmasked Estep 
Score: -22149696.000000 Penalty: 6007.291992
	Iteration 113Q: 3 clusters Score -2.21497e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 150027 members 
Entering Unmasked Estep 
Score: -22150146.000000 Penalty: 6007.291992
	Iteration 114Q: 3 clusters Score -2.215015e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 152173 members 
Entering Unmasked Estep 
Score: -22150736.000000 Penalty: 6007.291992
	Iteration 115Q: 3 clusters Score -2.215074e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 154365 members 
Entering Unmasked Estep 
Score: -22151224.000000 Penalty: 6007.291992
	Iteration 116Q: 3 clusters Score -2.215122e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 156611 members 
Entering Unmasked Estep 
Score: -22151784.000000 Penalty: 6007.291992
	Iteration 117Q: 3 clusters Score -2.215178e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 158784 members 
Entering Unmasked Estep 
Score: -22152396.000000 Penalty: 6007.291992
	Iteration 118Q: 3 clusters Score -2.21524e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 160914 members 
Entering Unmasked Estep 
Score: -22152810.000000 Penalty: 6007.291992
	Iteration 119Q: 3 clusters Score -2.215281e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 162934 members 
Entering Unmasked Estep 
Score: -22153432.000000 Penalty: 6007.291992
	Iteration 120F: 3 clusters Score -2.215343e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 164824 members 
Entering Unmasked Estep 
Score: -22153918.000000 Penalty: 6007.291992
	Iteration 121Q: 3 clusters Score -2.215392e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 166611 members 
Entering Unmasked Estep 
Score: -22154342.000000 Penalty: 6007.291992
	Iteration 122Q: 3 clusters Score -2.215434e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 168263 members 
Entering Unmasked Estep 
Score: -22154794.000000 Penalty: 6007.291992
	Iteration 123Q: 3 clusters Score -2.215479e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 169801 members 
Entering Unmasked Estep 
Score: -22155112.000000 Penalty: 6007.291992
	Iteration 124Q: 3 clusters Score -2.215511e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 171234 members 
Entering Unmasked Estep 
Score: -22155434.000000 Penalty: 6007.291992
	Iteration 125Q: 3 clusters Score -2.215543e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 172519 members 
Entering Unmasked Estep 
Score: -22155828.000000 Penalty: 6007.291992
	Iteration 126Q: 3 clusters Score -2.215583e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 173637 members 
Entering Unmasked Estep 
Score: -22156198.000000 Penalty: 6007.291992
	Iteration 127Q: 3 clusters Score -2.21562e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 174614 members 
Entering Unmasked Estep 
Score: -22156478.000000 Penalty: 6007.291992
	Iteration 128Q: 3 clusters Score -2.215648e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 175459 members 
Entering Unmasked Estep 
Score: -22156758.000000 Penalty: 6007.291992
	Iteration 129Q: 3 clusters Score -2.215676e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 176179 members 
Entering Unmasked Estep 
Score: -22157028.000000 Penalty: 6007.291992
	Iteration 130Q: 3 clusters Score -2.215703e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 176795 members 
Entering Unmasked Estep 
Score: -22157180.000000 Penalty: 6007.291992
	Iteration 131Q: 3 clusters Score -2.215718e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 177325 members 
Entering Unmasked Estep 
Score: -22157366.000000 Penalty: 6007.291992
	Iteration 132Q: 3 clusters Score -2.215737e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 177768 members 
Entering Unmasked Estep 
Score: -22157540.000000 Penalty: 6007.291992
	Iteration 133Q: 3 clusters Score -2.215754e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 178142 members 
Entering Unmasked Estep 
Score: -22157702.000000 Penalty: 6007.291992
	Iteration 134Q: 3 clusters Score -2.21577e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 178470 members 
Entering Unmasked Estep 
Score: -22157768.000000 Penalty: 6007.291992
	Iteration 135Q: 3 clusters Score -2.215777e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 178763 members 
Entering Unmasked Estep 
Score: -22157900.000000 Penalty: 6007.291992
	Iteration 136Q: 3 clusters Score -2.21579e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 178985 members 
Entering Unmasked Estep 
Score: -22157976.000000 Penalty: 6007.291992
	Iteration 137Q: 3 clusters Score -2.215798e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 179174 members 
Entering Unmasked Estep 
Score: -22158050.000000 Penalty: 6007.291992
	Iteration 138Q: 3 clusters Score -2.215805e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 179325 members 
Entering Unmasked Estep 
Score: -22158052.000000 Penalty: 6007.291992
	Iteration 139Q: 3 clusters Score -2.215805e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 179465 members 
Entering Unmasked Estep 
Score: -22158128.000000 Penalty: 6007.291992
	Iteration 140F: 3 clusters Score -2.215813e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 179598 members 
Entering Unmasked Estep 
Score: -22158236.000000 Penalty: 6007.291992
	Iteration 141Q: 3 clusters Score -2.215824e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 179697 members 
Entering Unmasked Estep 
Score: -22158324.000000 Penalty: 6007.291992
	Iteration 142Q: 3 clusters Score -2.215832e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 179785 members 
Entering Unmasked Estep 
Score: -22158348.000000 Penalty: 6007.291992
	Iteration 143Q: 3 clusters Score -2.215835e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 179869 members 
Entering Unmasked Estep 
Score: -22158360.000000 Penalty: 6007.291992
	Iteration 144Q: 3 clusters Score -2.215836e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 179937 members 
Entering Unmasked Estep 
Score: -22158386.000000 Penalty: 6007.291992
	Iteration 145Q: 3 clusters Score -2.215839e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 179998 members 
Entering Unmasked Estep 
Score: -22158432.000000 Penalty: 6007.291992
	Iteration 146Q: 3 clusters Score -2.215843e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 180044 members 
Entering Unmasked Estep 
Score: -22158436.000000 Penalty: 6007.291992
	Iteration 147Q: 3 clusters Score -2.215844e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 180089 members 
Entering Unmasked Estep 
Score: -22158406.000000 Penalty: 6007.291992
	Iteration 148Q: 3 clusters Score -2.215841e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 180134 members 
Entering Unmasked Estep 
Score: -22158454.000000 Penalty: 6007.291992
	Iteration 149Q: 3 clusters Score -2.215845e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 180181 members 
Entering Unmasked Estep 
Score: -22158466.000000 Penalty: 6007.291992
	Iteration 150Q: 3 clusters Score -2.215847e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 180229 members 
Entering Unmasked Estep 
Score: -22158502.000000 Penalty: 6007.291992
	Iteration 151Q: 3 clusters Score -2.21585e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 180271 members 
Entering Unmasked Estep 
Score: -22158498.000000 Penalty: 6007.291992
	Iteration 152Q: 3 clusters Score -2.21585e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 180309 members 
Entering Unmasked Estep 
Score: -22158526.000000 Penalty: 6007.291992
	Iteration 153Q: 3 clusters Score -2.215853e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 180332 members 
Entering Unmasked Estep 
Score: -22158558.000000 Penalty: 6007.291992
	Iteration 154Q: 3 clusters Score -2.215856e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 180346 members 
Entering Unmasked Estep 
Score: -22158576.000000 Penalty: 6007.291992
	Iteration 155Q: 3 clusters Score -2.215858e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 180356 members 
Entering Unmasked Estep 
Score: -22158554.000000 Penalty: 6007.291992
	Iteration 156Q: 3 clusters Score -2.215855e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 180368 members 
Entering Unmasked Estep 
Score: -22158548.000000 Penalty: 6007.291992
	Iteration 157Q: 3 clusters Score -2.215855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 180376 members 
Entering Unmasked Estep 
Score: -22158550.000000 Penalty: 6007.291992
	Iteration 158Q: 3 clusters Score -2.215855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 180380 members 
Entering Unmasked Estep 
Score: -22158536.000000 Penalty: 6007.291992
	Iteration 159Q: 3 clusters Score -2.215854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 180383 members 
Entering Unmasked Estep 
Score: -22158556.000000 Penalty: 6007.291992
	Iteration 160F: 3 clusters Score -2.215856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 180385 members 
Entering Unmasked Estep 
Score: -22158544.000000 Penalty: 6007.291992
	Iteration 161Q: 3 clusters Score -2.215854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 180390 members 
Entering Unmasked Estep 
Score: -22158562.000000 Penalty: 6007.291992
	Iteration 162Q: 3 clusters Score -2.215856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 180393 members 
Entering Unmasked Estep 
Score: -22158544.000000 Penalty: 6007.291992
	Iteration 163Q: 3 clusters Score -2.215854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 180398 members 
Entering Unmasked Estep 
Score: -22158564.000000 Penalty: 6007.291992
	Iteration 164Q: 3 clusters Score -2.215856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 180401 members 
Entering Unmasked Estep 
Score: -22158562.000000 Penalty: 6007.291992
	Iteration 165Q: 3 clusters Score -2.215856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 180401 members 
Entering Unmasked Estep 
Score: -22158562.000000 Penalty: 6007.291992
	Iteration 166F: 3 clusters Score -2.215856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -61605.167969 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -61605.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60098.972656 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -60098.97 nChanged 138
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: -60432.992188 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -60432.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60578.625000 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -60578.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60716.058594 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -60716.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60783.179688 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -60783.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -60837.101562 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -60837.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60872.085938 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -60872.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60897.894531 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -60897.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60900.449219 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -60900.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60903.265625 Penalty: 3186.735107
	Iteration 9Q: 3 clusters Score -60903.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60903.265625 Penalty: 3186.735107
	Iteration 10F: 3 clusters Score -60903.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Entering Unmasked Estep 
Score: -426184.875000 Penalty: 2040.322754
	Iteration 0F: 2 clusters Score -426184.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -422410.093750 Penalty: 4080.645508
	Iteration 0F: 3 clusters Score -422410.1 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -423169.937500 Penalty: 4080.645508
	Iteration 1F: 3 clusters Score -423169.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -423383.593750 Penalty: 4080.645508
	Iteration 2F: 3 clusters Score -423383.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -423562.531250 Penalty: 4080.645508
	Iteration 3F: 3 clusters Score -423562.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -423700.187500 Penalty: 4080.645508
	Iteration 4Q: 3 clusters Score -423700.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -423828.781250 Penalty: 4080.645508
	Iteration 5Q: 3 clusters Score -423828.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -423918.343750 Penalty: 4080.645508
	Iteration 6Q: 3 clusters Score -423918.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -424000.468750 Penalty: 4080.645508
	Iteration 7Q: 3 clusters Score -424000.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -424065.562500 Penalty: 4080.645508
	Iteration 8Q: 3 clusters Score -424065.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -424120.406250 Penalty: 4080.645508
	Iteration 9Q: 3 clusters Score -424120.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -424170.125000 Penalty: 4080.645508
	Iteration 10Q: 3 clusters Score -424170.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -424201.843750 Penalty: 4080.645508
	Iteration 11Q: 3 clusters Score -424201.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -424226.468750 Penalty: 4080.645508
	Iteration 12Q: 3 clusters Score -424226.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -424241.875000 Penalty: 4080.645508
	Iteration 13Q: 3 clusters Score -424241.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -424257.031250 Penalty: 4080.645508
	Iteration 14Q: 3 clusters Score -424257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -424270.312500 Penalty: 4080.645508
	Iteration 15Q: 3 clusters Score -424270.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -424278.468750 Penalty: 4080.645508
	Iteration 16Q: 3 clusters Score -424278.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -424286.562500 Penalty: 4080.645508
	Iteration 17Q: 3 clusters Score -424286.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -424293.187500 Penalty: 4080.645508
	Iteration 18Q: 3 clusters Score -424293.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -424297.750000 Penalty: 4080.645508
	Iteration 19Q: 3 clusters Score -424297.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -424304.343750 Penalty: 4080.645508
	Iteration 20F: 3 clusters Score -424304.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -424307.125000 Penalty: 4080.645508
	Iteration 21Q: 3 clusters Score -424307.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -424311.968750 Penalty: 4080.645508
	Iteration 22Q: 3 clusters Score -424312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -424316.937500 Penalty: 4080.645508
	Iteration 23Q: 3 clusters Score -424316.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -424326.375000 Penalty: 4080.645508
	Iteration 24Q: 3 clusters Score -424326.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -424336.593750 Penalty: 4080.645508
	Iteration 25Q: 3 clusters Score -424336.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -424346.281250 Penalty: 4080.645508
	Iteration 26Q: 3 clusters Score -424346.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -424356.375000 Penalty: 4080.645508
	Iteration 27Q: 3 clusters Score -424356.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -424364.625000 Penalty: 4080.645508
	Iteration 28Q: 3 clusters Score -424364.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -424372.625000 Penalty: 4080.645508
	Iteration 29Q: 3 clusters Score -424372.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -424380.593750 Penalty: 4080.645508
	Iteration 30Q: 3 clusters Score -424380.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -424389.906250 Penalty: 4080.645508
	Iteration 31Q: 3 clusters Score -424389.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -424400.812500 Penalty: 4080.645508
	Iteration 32Q: 3 clusters Score -424400.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -424408.687500 Penalty: 4080.645508
	Iteration 33Q: 3 clusters Score -424408.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -424416.968750 Penalty: 4080.645508
	Iteration 34Q: 3 clusters Score -424417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -424423.500000 Penalty: 4080.645508
	Iteration 35Q: 3 clusters Score -424423.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -424429.687500 Penalty: 4080.645508
	Iteration 36Q: 3 clusters Score -424429.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -424438.062500 Penalty: 4080.645508
	Iteration 37Q: 3 clusters Score -424438.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -424440.625000 Penalty: 4080.645508
	Iteration 38Q: 3 clusters Score -424440.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -424442.812500 Penalty: 4080.645508
	Iteration 39Q: 3 clusters Score -424442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -424445.031250 Penalty: 4080.645508
	Iteration 40F: 3 clusters Score -424445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -424447.562500 Penalty: 4080.645508
	Iteration 41Q: 3 clusters Score -424447.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -424448.968750 Penalty: 4080.645508
	Iteration 42Q: 3 clusters Score -424449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -424450.718750 Penalty: 4080.645508
	Iteration 43Q: 3 clusters Score -424450.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -424451.812500 Penalty: 4080.645508
	Iteration 44Q: 3 clusters Score -424451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -424452.875000 Penalty: 4080.645508
	Iteration 45Q: 3 clusters Score -424452.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -424454.875000 Penalty: 4080.645508
	Iteration 46Q: 3 clusters Score -424454.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -424457.375000 Penalty: 4080.645508
	Iteration 47Q: 3 clusters Score -424457.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -424459.125000 Penalty: 4080.645508
	Iteration 48Q: 3 clusters Score -424459.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -424461.312500 Penalty: 4080.645508
	Iteration 49Q: 3 clusters Score -424461.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -424461.750000 Penalty: 4080.645508
	Iteration 50Q: 3 clusters Score -424461.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -424462.875000 Penalty: 4080.645508
	Iteration 51Q: 3 clusters Score -424462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -424464.687500 Penalty: 4080.645508
	Iteration 52Q: 3 clusters Score -424464.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -424466.875000 Penalty: 4080.645508
	Iteration 53Q: 3 clusters Score -424466.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -424470.468750 Penalty: 4080.645508
	Iteration 54Q: 3 clusters Score -424470.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -424473.093750 Penalty: 4080.645508
	Iteration 55Q: 3 clusters Score -424473.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -424479.375000 Penalty: 4080.645508
	Iteration 56Q: 3 clusters Score -424479.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -424484.781250 Penalty: 4080.645508
	Iteration 57Q: 3 clusters Score -424484.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -424488.812500 Penalty: 4080.645508
	Iteration 58Q: 3 clusters Score -424488.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -424495.781250 Penalty: 4080.645508
	Iteration 59Q: 3 clusters Score -424495.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -424500.125000 Penalty: 4080.645508
	Iteration 60F: 3 clusters Score -424500.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -424503.312500 Penalty: 4080.645508
	Iteration 61Q: 3 clusters Score -424503.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -424506.125000 Penalty: 4080.645508
	Iteration 62Q: 3 clusters Score -424506.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -424510.062500 Penalty: 4080.645508
	Iteration 63Q: 3 clusters Score -424510.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -424512.187500 Penalty: 4080.645508
	Iteration 64Q: 3 clusters Score -424512.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -424517.093750 Penalty: 4080.645508
	Iteration 65Q: 3 clusters Score -424517.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -424520.531250 Penalty: 4080.645508
	Iteration 66Q: 3 clusters Score -424520.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -424521.718750 Penalty: 4080.645508
	Iteration 67Q: 3 clusters Score -424521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -424523.343750 Penalty: 4080.645508
	Iteration 68Q: 3 clusters Score -424523.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -424524.750000 Penalty: 4080.645508
	Iteration 69Q: 3 clusters Score -424524.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -424526.906250 Penalty: 4080.645508
	Iteration 70Q: 3 clusters Score -424526.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -424529.750000 Penalty: 4080.645508
	Iteration 71Q: 3 clusters Score -424529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -424532.937500 Penalty: 4080.645508
	Iteration 72Q: 3 clusters Score -424532.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -424539.031250 Penalty: 4080.645508
	Iteration 73Q: 3 clusters Score -424539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -424545.906250 Penalty: 4080.645508
	Iteration 74Q: 3 clusters Score -424545.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -424555.343750 Penalty: 4080.645508
	Iteration 75Q: 3 clusters Score -424555.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -424560.562500 Penalty: 4080.645508
	Iteration 76Q: 3 clusters Score -424560.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -424563.156250 Penalty: 4080.645508
	Iteration 77Q: 3 clusters Score -424563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -424565.187500 Penalty: 4080.645508
	Iteration 78Q: 3 clusters Score -424565.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -424567.781250 Penalty: 4080.645508
	Iteration 79Q: 3 clusters Score -424567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -424569.531250 Penalty: 4080.645508
	Iteration 80F: 3 clusters Score -424569.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -424573.562500 Penalty: 4080.645508
	Iteration 81Q: 3 clusters Score -424573.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -424580.875000 Penalty: 4080.645508
	Iteration 82Q: 3 clusters Score -424580.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -424590.187500 Penalty: 4080.645508
	Iteration 83Q: 3 clusters Score -424590.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -424598.187500 Penalty: 4080.645508
	Iteration 84Q: 3 clusters Score -424598.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -424601.062500 Penalty: 4080.645508
	Iteration 85Q: 3 clusters Score -424601.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -424601.875000 Penalty: 4080.645508
	Iteration 86Q: 3 clusters Score -424601.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -424602.031250 Penalty: 4080.645508
	Iteration 87Q: 3 clusters Score -424602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -424602.031250 Penalty: 4080.645508
	Iteration 88F: 3 clusters Score -424602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Entering Unmasked Estep 
Score: -299001.250000 Penalty: 1949.421631
	Iteration 0F: 2 clusters Score -299001.2 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 1322 members 
Entering Unmasked Estep 
Score: -296003.562500 Penalty: 3898.843262
	Iteration 0F: 3 clusters Score -296003.6 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -296582.125000 Penalty: 3898.843262
	Iteration 1F: 3 clusters Score -296582.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -296713.125000 Penalty: 3898.843262
	Iteration 2F: 3 clusters Score -296713.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -296787.062500 Penalty: 3898.843262
	Iteration 3Q: 3 clusters Score -296787.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -296853.156250 Penalty: 3898.843262
	Iteration 4Q: 3 clusters Score -296853.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -296931.187500 Penalty: 3898.843262
	Iteration 5Q: 3 clusters Score -296931.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -296994.781250 Penalty: 3898.843262
	Iteration 6Q: 3 clusters Score -296994.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -297051.375000 Penalty: 3898.843262
	Iteration 7Q: 3 clusters Score -297051.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -297095.875000 Penalty: 3898.843262
	Iteration 8Q: 3 clusters Score -297095.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -297124.593750 Penalty: 3898.843262
	Iteration 9Q: 3 clusters Score -297124.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -297148.093750 Penalty: 3898.843262
	Iteration 10Q: 3 clusters Score -297148.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -297176.312500 Penalty: 3898.843262
	Iteration 11Q: 3 clusters Score -297176.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -297206.000000 Penalty: 3898.843262
	Iteration 12Q: 3 clusters Score -297206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -297224.218750 Penalty: 3898.843262
	Iteration 13Q: 3 clusters Score -297224.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -297238.812500 Penalty: 3898.843262
	Iteration 14Q: 3 clusters Score -297238.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -297250.062500 Penalty: 3898.843262
	Iteration 15Q: 3 clusters Score -297250.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -297258.031250 Penalty: 3898.843262
	Iteration 16Q: 3 clusters Score -297258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -297263.812500 Penalty: 3898.843262
	Iteration 17Q: 3 clusters Score -297263.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -297269.875000 Penalty: 3898.843262
	Iteration 18Q: 3 clusters Score -297269.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -297274.187500 Penalty: 3898.843262
	Iteration 19Q: 3 clusters Score -297274.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -297279.906250 Penalty: 3898.843262
	Iteration 20F: 3 clusters Score -297279.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -297282.906250 Penalty: 3898.843262
	Iteration 21Q: 3 clusters Score -297282.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -297284.781250 Penalty: 3898.843262
	Iteration 22Q: 3 clusters Score -297284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -297285.593750 Penalty: 3898.843262
	Iteration 23Q: 3 clusters Score -297285.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -297285.750000 Penalty: 3898.843262
	Iteration 24Q: 3 clusters Score -297285.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -297286.843750 Penalty: 3898.843262
	Iteration 25Q: 3 clusters Score -297286.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -297288.468750 Penalty: 3898.843262
	Iteration 26Q: 3 clusters Score -297288.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -297288.750000 Penalty: 3898.843262
	Iteration 27Q: 3 clusters Score -297288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -297289.281250 Penalty: 3898.843262
	Iteration 28Q: 3 clusters Score -297289.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -297291.093750 Penalty: 3898.843262
	Iteration 29Q: 3 clusters Score -297291.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -297293.687500 Penalty: 3898.843262
	Iteration 30Q: 3 clusters Score -297293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -297294.812500 Penalty: 3898.843262
	Iteration 31Q: 3 clusters Score -297294.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -297295.000000 Penalty: 3898.843262
	Iteration 32Q: 3 clusters Score -297295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -297295.000000 Penalty: 3898.843262
	Iteration 33F: 3 clusters Score -297295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 140240 members 
Mstep: Class 5 contains 230097 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47914 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16221 members 
Mstep: Class 11 contains 62235 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176407 members 
Mstep: Class 14 contains 181948 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304224.000000 Penalty: 57676.941406
Iteration 279Q: 18 clusters Score -1.043042e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 140333 members 
Mstep: Class 5 contains 230054 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47912 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16224 members 
Mstep: Class 11 contains 62232 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176384 members 
Mstep: Class 14 contains 181923 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304336.000000 Penalty: 57676.941406
Iteration 280F: 18 clusters Score -1.043043e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 140420 members 
Mstep: Class 5 contains 230014 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47909 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16227 members 
Mstep: Class 11 contains 62228 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176367 members 
Mstep: Class 14 contains 181897 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304352.000000 Penalty: 57676.941406
Iteration 281Q: 18 clusters Score -1.043044e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 140518 members 
Mstep: Class 5 contains 229971 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47911 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16233 members 
Mstep: Class 11 contains 62226 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176342 members 
Mstep: Class 14 contains 181862 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304320.000000 Penalty: 57676.941406
Iteration 282Q: 18 clusters Score -1.043043e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 140630 members 
Mstep: Class 5 contains 229928 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47910 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16234 members 
Mstep: Class 11 contains 62221 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176316 members 
Mstep: Class 14 contains 181824 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304440.000000 Penalty: 57676.941406
Iteration 283Q: 18 clusters Score -1.043044e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 140715 members 
Mstep: Class 5 contains 229899 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47910 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16235 members 
Mstep: Class 11 contains 62219 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176300 members 
Mstep: Class 14 contains 181785 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304384.000000 Penalty: 57676.941406
Iteration 284Q: 18 clusters Score -1.043044e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 140808 members 
Mstep: Class 5 contains 229850 members 
Mstep: Class 6 contains 4495 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47905 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16237 members 
Mstep: Class 11 contains 62218 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176287 members 
Mstep: Class 14 contains 181758 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304448.000000 Penalty: 57676.941406
Iteration 285Q: 18 clusters Score -1.043044e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 140914 members 
Mstep: Class 5 contains 229805 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47896 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16246 members 
Mstep: Class 11 contains 62219 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176276 members 
Mstep: Class 14 contains 181708 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304472.000000 Penalty: 57676.941406
Iteration 286Q: 18 clusters Score -1.043045e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 141008 members 
Mstep: Class 5 contains 229772 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47887 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16246 members 
Mstep: Class 11 contains 62220 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176269 members 
Mstep: Class 14 contains 181664 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304488.000000 Penalty: 57676.941406
Iteration 287Q: 18 clusters Score -1.043045e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 141110 members 
Mstep: Class 5 contains 229721 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47883 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16248 members 
Mstep: Class 11 contains 62222 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176250 members 
Mstep: Class 14 contains 181631 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304576.000000 Penalty: 57676.941406
Iteration 288Q: 18 clusters Score -1.043046e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 141207 members 
Mstep: Class 5 contains 229667 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47881 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16252 members 
Mstep: Class 11 contains 62225 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176234 members 
Mstep: Class 14 contains 181599 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304608.000000 Penalty: 57676.941406
Iteration 289Q: 18 clusters Score -1.043046e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 141294 members 
Mstep: Class 5 contains 229623 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47878 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16256 members 
Mstep: Class 11 contains 62226 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176215 members 
Mstep: Class 14 contains 181573 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304608.000000 Penalty: 57676.941406
Iteration 290Q: 18 clusters Score -1.043046e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 141376 members 
Mstep: Class 5 contains 229568 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47875 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16266 members 
Mstep: Class 11 contains 62224 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176205 members 
Mstep: Class 14 contains 181551 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304688.000000 Penalty: 57676.941406
Iteration 291Q: 18 clusters Score -1.043047e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 141454 members 
Mstep: Class 5 contains 229512 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47873 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16278 members 
Mstep: Class 11 contains 62223 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176192 members 
Mstep: Class 14 contains 181533 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304744.000000 Penalty: 57676.941406
Iteration 292Q: 18 clusters Score -1.043047e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 141521 members 
Mstep: Class 5 contains 229477 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47869 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16291 members 
Mstep: Class 11 contains 62222 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176181 members 
Mstep: Class 14 contains 181504 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304648.000000 Penalty: 57676.941406
Iteration 293Q: 18 clusters Score -1.043046e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 141590 members 
Mstep: Class 5 contains 229464 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47858 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16293 members 
Mstep: Class 11 contains 62216 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176172 members 
Mstep: Class 14 contains 181472 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304632.000000 Penalty: 57676.941406
Iteration 294Q: 18 clusters Score -1.043046e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 141659 members 
Mstep: Class 5 contains 229454 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47848 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16296 members 
Mstep: Class 11 contains 62209 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176161 members 
Mstep: Class 14 contains 181438 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304680.000000 Penalty: 57676.941406
Iteration 295Q: 18 clusters Score -1.043047e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 141722 members 
Mstep: Class 5 contains 229427 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47838 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16301 members 
Mstep: Class 11 contains 62207 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176154 members 
Mstep: Class 14 contains 181416 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304672.000000 Penalty: 57676.941406
Iteration 296Q: 18 clusters Score -1.043047e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 141792 members 
Mstep: Class 5 contains 229410 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47830 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16305 members 
Mstep: Class 11 contains 62208 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176133 members 
Mstep: Class 14 contains 181387 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304600.000000 Penalty: 57676.941406
Iteration 297Q: 18 clusters Score -1.043046e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 141866 members 
Mstep: Class 5 contains 229393 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47821 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16308 members 
Mstep: Class 11 contains 62208 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176106 members 
Mstep: Class 14 contains 181363 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304632.000000 Penalty: 57676.941406
Iteration 298Q: 18 clusters Score -1.043046e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 141922 members 
Mstep: Class 5 contains 229391 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47816 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16313 members 
Mstep: Class 11 contains 62205 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176086 members 
Mstep: Class 14 contains 181331 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304608.000000 Penalty: 57676.941406
Iteration 299Q: 18 clusters Score -1.043046e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 141977 members 
Mstep: Class 5 contains 229384 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47812 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16325 members 
Mstep: Class 11 contains 62204 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176071 members 
Mstep: Class 14 contains 181292 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304648.000000 Penalty: 57676.941406
Iteration 300F: 18 clusters Score -1.043046e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 142032 members 
Mstep: Class 5 contains 229369 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47806 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16334 members 
Mstep: Class 11 contains 62200 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176059 members 
Mstep: Class 14 contains 181266 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304656.000000 Penalty: 57676.941406
Iteration 301Q: 18 clusters Score -1.043047e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 142101 members 
Mstep: Class 5 contains 229343 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47805 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16342 members 
Mstep: Class 11 contains 62204 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176031 members 
Mstep: Class 14 contains 181240 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304744.000000 Penalty: 57676.941406
Iteration 302Q: 18 clusters Score -1.043047e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 142163 members 
Mstep: Class 5 contains 229315 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47802 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16352 members 
Mstep: Class 11 contains 62199 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176029 members 
Mstep: Class 14 contains 181206 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304776.000000 Penalty: 57676.941406
Iteration 303Q: 18 clusters Score -1.043048e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 142221 members 
Mstep: Class 5 contains 229292 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47800 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16360 members 
Mstep: Class 11 contains 62197 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176022 members 
Mstep: Class 14 contains 181174 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304704.000000 Penalty: 57676.941406
Iteration 304Q: 18 clusters Score -1.043047e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 142282 members 
Mstep: Class 5 contains 229270 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47793 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16368 members 
Mstep: Class 11 contains 62198 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 176003 members 
Mstep: Class 14 contains 181152 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304720.000000 Penalty: 57676.941406
Iteration 305Q: 18 clusters Score -1.043047e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 142359 members 
Mstep: Class 5 contains 229250 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47788 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16369 members 
Mstep: Class 11 contains 62194 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175987 members 
Mstep: Class 14 contains 181119 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304728.000000 Penalty: 57676.941406
Iteration 306Q: 18 clusters Score -1.043047e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 142432 members 
Mstep: Class 5 contains 229215 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47785 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16369 members 
Mstep: Class 11 contains 62191 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175980 members 
Mstep: Class 14 contains 181094 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304720.000000 Penalty: 57676.941406
Iteration 307Q: 18 clusters Score -1.043047e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 142484 members 
Mstep: Class 5 contains 229194 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47776 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16371 members 
Mstep: Class 11 contains 62187 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175982 members 
Mstep: Class 14 contains 181072 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304880.000000 Penalty: 57676.941406
Iteration 308Q: 18 clusters Score -1.043049e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 142549 members 
Mstep: Class 5 contains 229178 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47770 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16377 members 
Mstep: Class 11 contains 62181 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175961 members 
Mstep: Class 14 contains 181050 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304976.000000 Penalty: 57676.941406
Iteration 309Q: 18 clusters Score -1.04305e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 142622 members 
Mstep: Class 5 contains 229158 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47761 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16383 members 
Mstep: Class 11 contains 62176 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175938 members 
Mstep: Class 14 contains 181028 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304928.000000 Penalty: 57676.941406
Iteration 310Q: 18 clusters Score -1.043049e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 142691 members 
Mstep: Class 5 contains 229134 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47756 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16387 members 
Mstep: Class 11 contains 62172 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175919 members 
Mstep: Class 14 contains 181008 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305000.000000 Penalty: 57676.941406
Iteration 311Q: 18 clusters Score -1.04305e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 142775 members 
Mstep: Class 5 contains 229094 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47755 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16391 members 
Mstep: Class 11 contains 62167 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175908 members 
Mstep: Class 14 contains 180978 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304904.000000 Penalty: 57676.941406
Iteration 312Q: 18 clusters Score -1.043049e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 142848 members 
Mstep: Class 5 contains 229057 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47754 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16393 members 
Mstep: Class 11 contains 62165 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175892 members 
Mstep: Class 14 contains 180960 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304936.000000 Penalty: 57676.941406
Iteration 313Q: 18 clusters Score -1.043049e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 142909 members 
Mstep: Class 5 contains 229023 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47751 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16398 members 
Mstep: Class 11 contains 62163 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175882 members 
Mstep: Class 14 contains 180943 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305000.000000 Penalty: 57676.941406
Iteration 314Q: 18 clusters Score -1.04305e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 142978 members 
Mstep: Class 5 contains 228992 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47747 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16407 members 
Mstep: Class 11 contains 62159 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175860 members 
Mstep: Class 14 contains 180926 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304928.000000 Penalty: 57676.941406
Iteration 315Q: 18 clusters Score -1.043049e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 143044 members 
Mstep: Class 5 contains 228968 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47745 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16411 members 
Mstep: Class 11 contains 62157 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175841 members 
Mstep: Class 14 contains 180903 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304968.000000 Penalty: 57676.941406
Iteration 316Q: 18 clusters Score -1.04305e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 143121 members 
Mstep: Class 5 contains 228948 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47741 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16412 members 
Mstep: Class 11 contains 62154 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175831 members 
Mstep: Class 14 contains 180862 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304960.000000 Penalty: 57676.941406
Iteration 317Q: 18 clusters Score -1.04305e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 143187 members 
Mstep: Class 5 contains 228928 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47735 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16414 members 
Mstep: Class 11 contains 62150 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175816 members 
Mstep: Class 14 contains 180839 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305048.000000 Penalty: 57676.941406
Iteration 318Q: 18 clusters Score -1.04305e+08 nChanged 128
Entering ConstructFrom: 
Score: -104305048.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -89151.515625 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -89151.52 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 445 members 
Entering Unmasked Estep 
Score: -87314.375000 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -87314.38 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -87553.781250 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -87553.78 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -87618.007812 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -87618.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -87654.554688 Penalty: 3361.147461
	Iteration 3Q: 3 clusters Score -87654.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -87675.468750 Penalty: 3361.147461
	Iteration 4Q: 3 clusters Score -87675.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -87689.218750 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -87689.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -87710.453125 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -87710.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -87738.984375 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -87738.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -87762.929688 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -87762.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -87788.195312 Penalty: 3361.147461
	Iteration 9Q: 3 clusters Score -87788.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -87830.117188 Penalty: 3361.147461
	Iteration 10Q: 3 clusters Score -87830.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -87859.921875 Penalty: 3361.147461
	Iteration 11Q: 3 clusters Score -87859.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -87882.539062 Penalty: 3361.147461
	Iteration 12Q: 3 clusters Score -87882.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -87891.921875 Penalty: 3361.147461
	Iteration 13Q: 3 clusters Score -87891.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -87905.671875 Penalty: 3361.147461
	Iteration 14Q: 3 clusters Score -87905.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -87940.460938 Penalty: 3361.147461
	Iteration 15Q: 3 clusters Score -87940.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -87948.890625 Penalty: 3361.147461
	Iteration 16Q: 3 clusters Score -87948.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -87956.148438 Penalty: 3361.147461
	Iteration 17Q: 3 clusters Score -87956.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -87966.437500 Penalty: 3361.147461
	Iteration 18Q: 3 clusters Score -87966.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -87975.289062 Penalty: 3361.147461
	Iteration 19Q: 3 clusters Score -87975.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -88002.703125 Penalty: 3361.147461
	Iteration 20F: 3 clusters Score -88002.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -88039.125000 Penalty: 3361.147461
	Iteration 21Q: 3 clusters Score -88039.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -88065.093750 Penalty: 3361.147461
	Iteration 22Q: 3 clusters Score -88065.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -88096.226562 Penalty: 3361.147461
	Iteration 23Q: 3 clusters Score -88096.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -88126.992188 Penalty: 3361.147461
	Iteration 24Q: 3 clusters Score -88126.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -88149.265625 Penalty: 3361.147461
	Iteration 25Q: 3 clusters Score -88149.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -88170.187500 Penalty: 3361.147461
	Iteration 26Q: 3 clusters Score -88170.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -88190.984375 Penalty: 3361.147461
	Iteration 27Q: 3 clusters Score -88190.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -88200.734375 Penalty: 3361.147461
	Iteration 28Q: 3 clusters Score -88200.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -88214.515625 Penalty: 3361.147461
	Iteration 29Q: 3 clusters Score -88214.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -88223.781250 Penalty: 3361.147461
	Iteration 30Q: 3 clusters Score -88223.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -88239.210938 Penalty: 3361.147461
	Iteration 31Q: 3 clusters Score -88239.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -88251.125000 Penalty: 3361.147461
	Iteration 32Q: 3 clusters Score -88251.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -88253.914062 Penalty: 3361.147461
	Iteration 33Q: 3 clusters Score -88253.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -88253.914062 Penalty: 3361.147461
	Iteration 34F: 3 clusters Score -88253.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Entering Unmasked Estep 
Score: -290956.625000 Penalty: 1956.492920
	Iteration 0F: 2 clusters Score -290956.6 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 1348 members 
Entering Unmasked Estep 
Score: -287885.750000 Penalty: 3912.985840
	Iteration 0F: 3 clusters Score -287885.8 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -288513.468750 Penalty: 3912.985840
	Iteration 1F: 3 clusters Score -288513.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -288660.937500 Penalty: 3912.985840
	Iteration 2F: 3 clusters Score -288660.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -288745.968750 Penalty: 3912.985840
	Iteration 3Q: 3 clusters Score -288746 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -288809.625000 Penalty: 3912.985840
	Iteration 4Q: 3 clusters Score -288809.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -288849.937500 Penalty: 3912.985840
	Iteration 5Q: 3 clusters Score -288849.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -288876.343750 Penalty: 3912.985840
	Iteration 6Q: 3 clusters Score -288876.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -288907.843750 Penalty: 3912.985840
	Iteration 7Q: 3 clusters Score -288907.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -288927.843750 Penalty: 3912.985840
	Iteration 8Q: 3 clusters Score -288927.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -288941.625000 Penalty: 3912.985840
	Iteration 9Q: 3 clusters Score -288941.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -288953.343750 Penalty: 3912.985840
	Iteration 10Q: 3 clusters Score -288953.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -288958.875000 Penalty: 3912.985840
	Iteration 11Q: 3 clusters Score -288958.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -288961.812500 Penalty: 3912.985840
	Iteration 12Q: 3 clusters Score -288961.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -288966.562500 Penalty: 3912.985840
	Iteration 13Q: 3 clusters Score -288966.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -288969.625000 Penalty: 3912.985840
	Iteration 14Q: 3 clusters Score -288969.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -288972.625000 Penalty: 3912.985840
	Iteration 15Q: 3 clusters Score -288972.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -288975.875000 Penalty: 3912.985840
	Iteration 16Q: 3 clusters Score -288975.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -288977.312500 Penalty: 3912.985840
	Iteration 17Q: 3 clusters Score -288977.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -288979.187500 Penalty: 3912.985840
	Iteration 18Q: 3 clusters Score -288979.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -288980.375000 Penalty: 3912.985840
	Iteration 19Q: 3 clusters Score -288980.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -288981.187500 Penalty: 3912.985840
	Iteration 20F: 3 clusters Score -288981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -288982.718750 Penalty: 3912.985840
	Iteration 21Q: 3 clusters Score -288982.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -288985.500000 Penalty: 3912.985840
	Iteration 22Q: 3 clusters Score -288985.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -288986.968750 Penalty: 3912.985840
	Iteration 23Q: 3 clusters Score -288987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -288987.468750 Penalty: 3912.985840
	Iteration 24Q: 3 clusters Score -288987.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -288989.000000 Penalty: 3912.985840
	Iteration 25Q: 3 clusters Score -288989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -288990.406250 Penalty: 3912.985840
	Iteration 26Q: 3 clusters Score -288990.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -288993.625000 Penalty: 3912.985840
	Iteration 27Q: 3 clusters Score -288993.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -288998.000000 Penalty: 3912.985840
	Iteration 28Q: 3 clusters Score -288998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -289001.937500 Penalty: 3912.985840
	Iteration 29Q: 3 clusters Score -289001.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -289005.468750 Penalty: 3912.985840
	Iteration 30Q: 3 clusters Score -289005.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -289007.906250 Penalty: 3912.985840
	Iteration 31Q: 3 clusters Score -289007.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -289010.812500 Penalty: 3912.985840
	Iteration 32Q: 3 clusters Score -289010.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -289013.625000 Penalty: 3912.985840
	Iteration 33Q: 3 clusters Score -289013.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -289016.156250 Penalty: 3912.985840
	Iteration 34Q: 3 clusters Score -289016.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -289017.062500 Penalty: 3912.985840
	Iteration 35Q: 3 clusters Score -289017.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -289019.937500 Penalty: 3912.985840
	Iteration 36Q: 3 clusters Score -289019.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -289020.906250 Penalty: 3912.985840
	Iteration 37Q: 3 clusters Score -289020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -289021.093750 Penalty: 3912.985840
	Iteration 38Q: 3 clusters Score -289021.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -289021.625000 Penalty: 3912.985840
	Iteration 39Q: 3 clusters Score -289021.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -289022.406250 Penalty: 3912.985840
	Iteration 40F: 3 clusters Score -289022.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -289023.187500 Penalty: 3912.985840
	Iteration 41Q: 3 clusters Score -289023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -289024.687500 Penalty: 3912.985840
	Iteration 42Q: 3 clusters Score -289024.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -289027.031250 Penalty: 3912.985840
	Iteration 43Q: 3 clusters Score -289027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -289028.656250 Penalty: 3912.985840
	Iteration 44Q: 3 clusters Score -289028.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -289029.593750 Penalty: 3912.985840
	Iteration 45Q: 3 clusters Score -289029.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -289030.843750 Penalty: 3912.985840
	Iteration 46Q: 3 clusters Score -289030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -289031.593750 Penalty: 3912.985840
	Iteration 47Q: 3 clusters Score -289031.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -289032.437500 Penalty: 3912.985840
	Iteration 48Q: 3 clusters Score -289032.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -289034.187500 Penalty: 3912.985840
	Iteration 49Q: 3 clusters Score -289034.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -289034.937500 Penalty: 3912.985840
	Iteration 50Q: 3 clusters Score -289034.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -289035.718750 Penalty: 3912.985840
	Iteration 51Q: 3 clusters Score -289035.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -289035.718750 Penalty: 3912.985840
	Iteration 52F: 3 clusters Score -289035.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -33947.292969 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -33947.29 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 193 members 
Entering Unmasked Estep 
Score: -32615.181641 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -32615.18 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32800.519531 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -32800.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32840.406250 Penalty: 2992.410889
	Iteration 2Q: 3 clusters Score -32840.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32894.937500 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -32894.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32909.769531 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -32909.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32910.707031 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -32910.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32910.707031 Penalty: 2992.410889
	Iteration 6F: 3 clusters Score -32910.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (143264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143264 members 
Entering Unmasked Estep 
Score: -17454888.000000 Penalty: 2944.366211
	Iteration 0F: 2 clusters Score -1.745489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71112 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -17358980.000000 Penalty: 5888.732422
	Iteration 0F: 3 clusters Score -1.735898e+07 nChanged 68173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63245 members 
Mstep: Class 2 contains 80019 members 
Entering Unmasked Estep 
Score: -17399204.000000 Penalty: 5888.732422
	Iteration 1F: 3 clusters Score -1.73992e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 84648 members 
Entering Unmasked Estep 
Score: -17401122.000000 Penalty: 5888.732422
	Iteration 2Q: 3 clusters Score -1.740112e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 91587 members 
Entering Unmasked Estep 
Score: -17404910.000000 Penalty: 5888.732422
	Iteration 3F: 3 clusters Score -1.740491e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 101373 members 
Entering Unmasked Estep 
Score: -17411686.000000 Penalty: 5888.732422
	Iteration 4F: 3 clusters Score -1.741169e+07 nChanged 12640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 114009 members 
Entering Unmasked Estep 
Score: -17422756.000000 Penalty: 5888.732422
	Iteration 5F: 3 clusters Score -1.742276e+07 nChanged 13153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 127156 members 
Entering Unmasked Estep 
Score: -17435984.000000 Penalty: 5888.732422
	Iteration 6F: 3 clusters Score -1.743598e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 136831 members 
Entering Unmasked Estep 
Score: -17446156.000000 Penalty: 5888.732422
	Iteration 7F: 3 clusters Score -1.744616e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 141211 members 
Entering Unmasked Estep 
Score: -17450282.000000 Penalty: 5888.732422
	Iteration 8Q: 3 clusters Score -1.745028e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 142586 members 
Entering Unmasked Estep 
Score: -17451700.000000 Penalty: 5888.732422
	Iteration 9Q: 3 clusters Score -1.74517e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 142875 members 
Entering Unmasked Estep 
Score: -17452052.000000 Penalty: 5888.732422
	Iteration 10Q: 3 clusters Score -1.745205e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 142947 members 
Entering Unmasked Estep 
Score: -17452178.000000 Penalty: 5888.732422
	Iteration 11Q: 3 clusters Score -1.745218e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 142967 members 
Entering Unmasked Estep 
Score: -17452236.000000 Penalty: 5888.732422
	Iteration 12Q: 3 clusters Score -1.745224e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 142981 members 
Entering Unmasked Estep 
Score: -17452278.000000 Penalty: 5888.732422
	Iteration 13Q: 3 clusters Score -1.745228e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 142985 members 
Entering Unmasked Estep 
Score: -17452296.000000 Penalty: 5888.732422
	Iteration 14Q: 3 clusters Score -1.74523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 142987 members 
Entering Unmasked Estep 
Score: -17452306.000000 Penalty: 5888.732422
	Iteration 15Q: 3 clusters Score -1.745231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 142986 members 
Entering Unmasked Estep 
Score: -17452322.000000 Penalty: 5888.732422
	Iteration 16Q: 3 clusters Score -1.745232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 142988 members 
Entering Unmasked Estep 
Score: -17452324.000000 Penalty: 5888.732422
	Iteration 17Q: 3 clusters Score -1.745232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 142987 members 
Entering Unmasked Estep 
Score: -17452324.000000 Penalty: 5888.732422
	Iteration 18Q: 3 clusters Score -1.745232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 142987 members 
Entering Unmasked Estep 
Score: -17452322.000000 Penalty: 5888.732422
	Iteration 19Q: 3 clusters Score -1.745232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 142988 members 
Entering Unmasked Estep 
Score: -17452334.000000 Penalty: 5888.732422
	Iteration 20F: 3 clusters Score -1.745233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 142989 members 
Entering Unmasked Estep 
Score: -17452342.000000 Penalty: 5888.732422
	Iteration 21Q: 3 clusters Score -1.745234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 142989 members 
Entering Unmasked Estep 
Score: -17452342.000000 Penalty: 5888.732422
	Iteration 22F: 3 clusters Score -1.745234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (228897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228897 members 
Entering Unmasked Estep 
Score: -27701834.000000 Penalty: 3060.574707
	Iteration 0F: 2 clusters Score -2.770183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114412 members 
Mstep: Class 2 contains 114485 members 
Entering Unmasked Estep 
Score: -27552706.000000 Penalty: 6121.149414
	Iteration 0F: 3 clusters Score -2.755271e+07 nChanged 110316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113314 members 
Mstep: Class 2 contains 115583 members 
Entering Unmasked Estep 
Score: -27616712.000000 Penalty: 6121.149414
	Iteration 1F: 3 clusters Score -2.761671e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113112 members 
Mstep: Class 2 contains 115785 members 
Entering Unmasked Estep 
Score: -27618152.000000 Penalty: 6121.149414
	Iteration 2Q: 3 clusters Score -2.761815e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112812 members 
Mstep: Class 2 contains 116085 members 
Entering Unmasked Estep 
Score: -27619612.000000 Penalty: 6121.149414
	Iteration 3Q: 3 clusters Score -2.761961e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112442 members 
Mstep: Class 2 contains 116455 members 
Entering Unmasked Estep 
Score: -27622182.000000 Penalty: 6121.149414
	Iteration 4Q: 3 clusters Score -2.762218e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111834 members 
Mstep: Class 2 contains 117063 members 
Entering Unmasked Estep 
Score: -27625916.000000 Penalty: 6121.149414
	Iteration 5Q: 3 clusters Score -2.762592e+07 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111084 members 
Mstep: Class 2 contains 117813 members 
Entering Unmasked Estep 
Score: -27630920.000000 Penalty: 6121.149414
	Iteration 6Q: 3 clusters Score -2.763092e+07 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110113 members 
Mstep: Class 2 contains 118784 members 
Entering Unmasked Estep 
Score: -27637780.000000 Penalty: 6121.149414
	Iteration 7F: 3 clusters Score -2.763778e+07 nChanged 13683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109532 members 
Mstep: Class 2 contains 119365 members 
Entering Unmasked Estep 
Score: -27646426.000000 Penalty: 6121.149414
	Iteration 8F: 3 clusters Score -2.764643e+07 nChanged 14585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109439 members 
Mstep: Class 2 contains 119458 members 
Entering Unmasked Estep 
Score: -27656310.000000 Penalty: 6121.149414
	Iteration 9F: 3 clusters Score -2.765631e+07 nChanged 14208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109623 members 
Mstep: Class 2 contains 119274 members 
Entering Unmasked Estep 
Score: -27665058.000000 Penalty: 6121.149414
	Iteration 10F: 3 clusters Score -2.766506e+07 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109993 members 
Mstep: Class 2 contains 118904 members 
Entering Unmasked Estep 
Score: -27669978.000000 Penalty: 6121.149414
	Iteration 11Q: 3 clusters Score -2.766998e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110339 members 
Mstep: Class 2 contains 118558 members 
Entering Unmasked Estep 
Score: -27672064.000000 Penalty: 6121.149414
	Iteration 12Q: 3 clusters Score -2.767206e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110748 members 
Mstep: Class 2 contains 118149 members 
Entering Unmasked Estep 
Score: -27673060.000000 Penalty: 6121.149414
	Iteration 13Q: 3 clusters Score -2.767306e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111333 members 
Mstep: Class 2 contains 117564 members 
Entering Unmasked Estep 
Score: -27673336.000000 Penalty: 6121.149414
	Iteration 14Q: 3 clusters Score -2.767334e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111987 members 
Mstep: Class 2 contains 116910 members 
Entering Unmasked Estep 
Score: -27673734.000000 Penalty: 6121.149414
	Iteration 15Q: 3 clusters Score -2.767373e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112794 members 
Mstep: Class 2 contains 116103 members 
Entering Unmasked Estep 
Score: -27674230.000000 Penalty: 6121.149414
	Iteration 16Q: 3 clusters Score -2.767423e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113715 members 
Mstep: Class 2 contains 115182 members 
Entering Unmasked Estep 
Score: -27674564.000000 Penalty: 6121.149414
	Iteration 17Q: 3 clusters Score -2.767456e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114745 members 
Mstep: Class 2 contains 114152 members 
Entering Unmasked Estep 
Score: -27674908.000000 Penalty: 6121.149414
	Iteration 18Q: 3 clusters Score -2.767491e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115892 members 
Mstep: Class 2 contains 113005 members 
Entering Unmasked Estep 
Score: -27675402.000000 Penalty: 6121.149414
	Iteration 19Q: 3 clusters Score -2.76754e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117111 members 
Mstep: Class 2 contains 111786 members 
Entering Unmasked Estep 
Score: -27675848.000000 Penalty: 6121.149414
	Iteration 20F: 3 clusters Score -2.767585e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118446 members 
Mstep: Class 2 contains 110451 members 
Entering Unmasked Estep 
Score: -27676296.000000 Penalty: 6121.149414
	Iteration 21Q: 3 clusters Score -2.76763e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119878 members 
Mstep: Class 2 contains 109019 members 
Entering Unmasked Estep 
Score: -27676780.000000 Penalty: 6121.149414
	Iteration 22Q: 3 clusters Score -2.767678e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121423 members 
Mstep: Class 2 contains 107474 members 
Entering Unmasked Estep 
Score: -27677302.000000 Penalty: 6121.149414
	Iteration 23Q: 3 clusters Score -2.76773e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123033 members 
Mstep: Class 2 contains 105864 members 
Entering Unmasked Estep 
Score: -27677854.000000 Penalty: 6121.149414
	Iteration 24Q: 3 clusters Score -2.767785e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124741 members 
Mstep: Class 2 contains 104156 members 
Entering Unmasked Estep 
Score: -27678294.000000 Penalty: 6121.149414
	Iteration 25Q: 3 clusters Score -2.767829e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126537 members 
Mstep: Class 2 contains 102360 members 
Entering Unmasked Estep 
Score: -27678730.000000 Penalty: 6121.149414
	Iteration 26Q: 3 clusters Score -2.767873e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128447 members 
Mstep: Class 2 contains 100450 members 
Entering Unmasked Estep 
Score: -27679294.000000 Penalty: 6121.149414
	Iteration 27Q: 3 clusters Score -2.767929e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130403 members 
Mstep: Class 2 contains 98494 members 
Entering Unmasked Estep 
Score: -27679700.000000 Penalty: 6121.149414
	Iteration 28Q: 3 clusters Score -2.76797e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132427 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -27680076.000000 Penalty: 6121.149414
	Iteration 29Q: 3 clusters Score -2.768008e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134498 members 
Mstep: Class 2 contains 94399 members 
Entering Unmasked Estep 
Score: -27680380.000000 Penalty: 6121.149414
	Iteration 30Q: 3 clusters Score -2.768038e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136747 members 
Mstep: Class 2 contains 92150 members 
Entering Unmasked Estep 
Score: -27680786.000000 Penalty: 6121.149414
	Iteration 31Q: 3 clusters Score -2.768079e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139016 members 
Mstep: Class 2 contains 89881 members 
Entering Unmasked Estep 
Score: -27681186.000000 Penalty: 6121.149414
	Iteration 32Q: 3 clusters Score -2.768119e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141344 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -27681706.000000 Penalty: 6121.149414
	Iteration 33Q: 3 clusters Score -2.768171e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143774 members 
Mstep: Class 2 contains 85123 members 
Entering Unmasked Estep 
Score: -27682176.000000 Penalty: 6121.149414
	Iteration 34Q: 3 clusters Score -2.768218e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146184 members 
Mstep: Class 2 contains 82713 members 
Entering Unmasked Estep 
Score: -27682638.000000 Penalty: 6121.149414
	Iteration 35Q: 3 clusters Score -2.768264e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148708 members 
Mstep: Class 2 contains 80189 members 
Entering Unmasked Estep 
Score: -27683078.000000 Penalty: 6121.149414
	Iteration 36Q: 3 clusters Score -2.768308e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151288 members 
Mstep: Class 2 contains 77609 members 
Entering Unmasked Estep 
Score: -27683616.000000 Penalty: 6121.149414
	Iteration 37Q: 3 clusters Score -2.768362e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153870 members 
Mstep: Class 2 contains 75027 members 
Entering Unmasked Estep 
Score: -27683952.000000 Penalty: 6121.149414
	Iteration 38Q: 3 clusters Score -2.768395e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156512 members 
Mstep: Class 2 contains 72385 members 
Entering Unmasked Estep 
Score: -27684600.000000 Penalty: 6121.149414
	Iteration 39Q: 3 clusters Score -2.76846e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159088 members 
Mstep: Class 2 contains 69809 members 
Entering Unmasked Estep 
Score: -27685164.000000 Penalty: 6121.149414
	Iteration 40F: 3 clusters Score -2.768516e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161711 members 
Mstep: Class 2 contains 67186 members 
Entering Unmasked Estep 
Score: -27685878.000000 Penalty: 6121.149414
	Iteration 41Q: 3 clusters Score -2.768588e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164389 members 
Mstep: Class 2 contains 64508 members 
Entering Unmasked Estep 
Score: -27686402.000000 Penalty: 6121.149414
	Iteration 42Q: 3 clusters Score -2.76864e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167093 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -27687068.000000 Penalty: 6121.149414
	Iteration 43Q: 3 clusters Score -2.768707e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169843 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -27687646.000000 Penalty: 6121.149414
	Iteration 44Q: 3 clusters Score -2.768765e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172658 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
Score: -27688382.000000 Penalty: 6121.149414
	Iteration 45Q: 3 clusters Score -2.768838e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175519 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -27689122.000000 Penalty: 6121.149414
	Iteration 46Q: 3 clusters Score -2.768912e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178358 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -27689990.000000 Penalty: 6121.149414
	Iteration 47Q: 3 clusters Score -2.768999e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181175 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -27690820.000000 Penalty: 6121.149414
	Iteration 48Q: 3 clusters Score -2.769082e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183946 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -27691522.000000 Penalty: 6121.149414
	Iteration 49Q: 3 clusters Score -2.769152e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186727 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -27692422.000000 Penalty: 6121.149414
	Iteration 50Q: 3 clusters Score -2.769242e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189430 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -27693278.000000 Penalty: 6121.149414
	Iteration 51Q: 3 clusters Score -2.769328e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192115 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -27693750.000000 Penalty: 6121.149414
	Iteration 52Q: 3 clusters Score -2.769375e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194700 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -27694462.000000 Penalty: 6121.149414
	Iteration 53Q: 3 clusters Score -2.769446e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197275 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -27695138.000000 Penalty: 6121.149414
	Iteration 54Q: 3 clusters Score -2.769514e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199819 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -27695764.000000 Penalty: 6121.149414
	Iteration 55Q: 3 clusters Score -2.769576e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202267 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -27696172.000000 Penalty: 6121.149414
	Iteration 56Q: 3 clusters Score -2.769617e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204538 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -27696614.000000 Penalty: 6121.149414
	Iteration 57Q: 3 clusters Score -2.769661e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206711 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -27696966.000000 Penalty: 6121.149414
	Iteration 58Q: 3 clusters Score -2.769697e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208801 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -27697266.000000 Penalty: 6121.149414
	Iteration 59Q: 3 clusters Score -2.769727e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210701 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -27697480.000000 Penalty: 6121.149414
	Iteration 60F: 3 clusters Score -2.769748e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212443 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -27697758.000000 Penalty: 6121.149414
	Iteration 61Q: 3 clusters Score -2.769776e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214021 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -27698028.000000 Penalty: 6121.149414
	Iteration 62Q: 3 clusters Score -2.769803e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215466 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -27698208.000000 Penalty: 6121.149414
	Iteration 63Q: 3 clusters Score -2.769821e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216705 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -27698396.000000 Penalty: 6121.149414
	Iteration 64Q: 3 clusters Score -2.76984e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217827 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -27698400.000000 Penalty: 6121.149414
	Iteration 65Q: 3 clusters Score -2.76984e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218809 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -27698574.000000 Penalty: 6121.149414
	Iteration 66Q: 3 clusters Score -2.769857e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219719 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -27698758.000000 Penalty: 6121.149414
	Iteration 67Q: 3 clusters Score -2.769876e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220532 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -27698922.000000 Penalty: 6121.149414
	Iteration 68Q: 3 clusters Score -2.769892e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221235 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -27699070.000000 Penalty: 6121.149414
	Iteration 69Q: 3 clusters Score -2.769907e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221898 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -27699022.000000 Penalty: 6121.149414
	Iteration 70Q: 3 clusters Score -2.769902e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222520 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -27699116.000000 Penalty: 6121.149414
	Iteration 71Q: 3 clusters Score -2.769912e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223072 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -27699218.000000 Penalty: 6121.149414
	Iteration 72Q: 3 clusters Score -2.769922e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223564 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -27699282.000000 Penalty: 6121.149414
	Iteration 73Q: 3 clusters Score -2.769928e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223994 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -27699312.000000 Penalty: 6121.149414
	Iteration 74Q: 3 clusters Score -2.769931e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224374 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -27699346.000000 Penalty: 6121.149414
	Iteration 75Q: 3 clusters Score -2.769935e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224720 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -27699362.000000 Penalty: 6121.149414
	Iteration 76Q: 3 clusters Score -2.769936e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225031 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -27699346.000000 Penalty: 6121.149414
	Iteration 77Q: 3 clusters Score -2.769935e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225297 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -27699354.000000 Penalty: 6121.149414
	Iteration 78Q: 3 clusters Score -2.769935e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225532 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -27699366.000000 Penalty: 6121.149414
	Iteration 79Q: 3 clusters Score -2.769937e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225759 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -27699356.000000 Penalty: 6121.149414
	Iteration 80F: 3 clusters Score -2.769936e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225945 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -27699418.000000 Penalty: 6121.149414
	Iteration 81Q: 3 clusters Score -2.769942e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226111 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -27699446.000000 Penalty: 6121.149414
	Iteration 82Q: 3 clusters Score -2.769945e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226266 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -27699460.000000 Penalty: 6121.149414
	Iteration 83Q: 3 clusters Score -2.769946e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226410 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -27699510.000000 Penalty: 6121.149414
	Iteration 84Q: 3 clusters Score -2.769951e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226537 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -27699504.000000 Penalty: 6121.149414
	Iteration 85Q: 3 clusters Score -2.76995e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226633 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -27699530.000000 Penalty: 6121.149414
	Iteration 86Q: 3 clusters Score -2.769953e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226706 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -27699550.000000 Penalty: 6121.149414
	Iteration 87Q: 3 clusters Score -2.769955e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226779 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -27699516.000000 Penalty: 6121.149414
	Iteration 88Q: 3 clusters Score -2.769952e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226847 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -27699520.000000 Penalty: 6121.149414
	Iteration 89Q: 3 clusters Score -2.769952e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226911 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -27699502.000000 Penalty: 6121.149414
	Iteration 90Q: 3 clusters Score -2.76995e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226965 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -27699486.000000 Penalty: 6121.149414
	Iteration 91Q: 3 clusters Score -2.769949e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227011 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -27699504.000000 Penalty: 6121.149414
	Iteration 92Q: 3 clusters Score -2.76995e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227058 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -27699472.000000 Penalty: 6121.149414
	Iteration 93Q: 3 clusters Score -2.769947e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227091 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -27699470.000000 Penalty: 6121.149414
	Iteration 94Q: 3 clusters Score -2.769947e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227120 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -27699492.000000 Penalty: 6121.149414
	Iteration 95Q: 3 clusters Score -2.769949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227138 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -27699492.000000 Penalty: 6121.149414
	Iteration 96Q: 3 clusters Score -2.769949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227154 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -27699520.000000 Penalty: 6121.149414
	Iteration 97Q: 3 clusters Score -2.769952e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227168 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -27699548.000000 Penalty: 6121.149414
	Iteration 98Q: 3 clusters Score -2.769955e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227186 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -27699546.000000 Penalty: 6121.149414
	Iteration 99Q: 3 clusters Score -2.769955e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227199 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -27699564.000000 Penalty: 6121.149414
	Iteration 100F: 3 clusters Score -2.769956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227211 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -27699556.000000 Penalty: 6121.149414
	Iteration 101Q: 3 clusters Score -2.769956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227220 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -27699572.000000 Penalty: 6121.149414
	Iteration 102Q: 3 clusters Score -2.769957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227229 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -27699576.000000 Penalty: 6121.149414
	Iteration 103Q: 3 clusters Score -2.769958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227242 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -27699556.000000 Penalty: 6121.149414
	Iteration 104Q: 3 clusters Score -2.769956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227253 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -27699578.000000 Penalty: 6121.149414
	Iteration 105Q: 3 clusters Score -2.769958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227260 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -27699570.000000 Penalty: 6121.149414
	Iteration 106Q: 3 clusters Score -2.769957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227265 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -27699590.000000 Penalty: 6121.149414
	Iteration 107Q: 3 clusters Score -2.769959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227273 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -27699604.000000 Penalty: 6121.149414
	Iteration 108Q: 3 clusters Score -2.76996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227280 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -27699590.000000 Penalty: 6121.149414
	Iteration 109Q: 3 clusters Score -2.769959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227285 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -27699598.000000 Penalty: 6121.149414
	Iteration 110Q: 3 clusters Score -2.76996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227288 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -27699604.000000 Penalty: 6121.149414
	Iteration 111Q: 3 clusters Score -2.76996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227296 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -27699608.000000 Penalty: 6121.149414
	Iteration 112Q: 3 clusters Score -2.769961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227306 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -27699612.000000 Penalty: 6121.149414
	Iteration 113Q: 3 clusters Score -2.769961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227316 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -27699598.000000 Penalty: 6121.149414
	Iteration 114Q: 3 clusters Score -2.76996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227327 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -27699580.000000 Penalty: 6121.149414
	Iteration 115Q: 3 clusters Score -2.769958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227335 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -27699590.000000 Penalty: 6121.149414
	Iteration 116Q: 3 clusters Score -2.769959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227338 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -27699612.000000 Penalty: 6121.149414
	Iteration 117Q: 3 clusters Score -2.769961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227345 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -27699600.000000 Penalty: 6121.149414
	Iteration 118Q: 3 clusters Score -2.76996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227354 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -27699608.000000 Penalty: 6121.149414
	Iteration 119Q: 3 clusters Score -2.769961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227364 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -27699616.000000 Penalty: 6121.149414
	Iteration 120F: 3 clusters Score -2.769962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227376 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -27699634.000000 Penalty: 6121.149414
	Iteration 121Q: 3 clusters Score -2.769963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227384 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -27699614.000000 Penalty: 6121.149414
	Iteration 122Q: 3 clusters Score -2.769961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227392 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -27699590.000000 Penalty: 6121.149414
	Iteration 123Q: 3 clusters Score -2.769959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227398 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -27699588.000000 Penalty: 6121.149414
	Iteration 124Q: 3 clusters Score -2.769959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227405 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -27699584.000000 Penalty: 6121.149414
	Iteration 125Q: 3 clusters Score -2.769958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227412 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -27699582.000000 Penalty: 6121.149414
	Iteration 126Q: 3 clusters Score -2.769958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227420 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -27699590.000000 Penalty: 6121.149414
	Iteration 127Q: 3 clusters Score -2.769959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227426 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -27699596.000000 Penalty: 6121.149414
	Iteration 128Q: 3 clusters Score -2.76996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227433 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -27699598.000000 Penalty: 6121.149414
	Iteration 129Q: 3 clusters Score -2.76996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227437 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -27699596.000000 Penalty: 6121.149414
	Iteration 130Q: 3 clusters Score -2.76996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227441 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -27699580.000000 Penalty: 6121.149414
	Iteration 131Q: 3 clusters Score -2.769958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227446 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -27699610.000000 Penalty: 6121.149414
	Iteration 132Q: 3 clusters Score -2.769961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227454 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -27699608.000000 Penalty: 6121.149414
	Iteration 133Q: 3 clusters Score -2.769961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227453 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -27699618.000000 Penalty: 6121.149414
	Iteration 134Q: 3 clusters Score -2.769962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227454 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -27699616.000000 Penalty: 6121.149414
	Iteration 135Q: 3 clusters Score -2.769962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227455 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -27699618.000000 Penalty: 6121.149414
	Iteration 136Q: 3 clusters Score -2.769962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227457 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -27699604.000000 Penalty: 6121.149414
	Iteration 137Q: 3 clusters Score -2.76996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227457 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -27699602.000000 Penalty: 6121.149414
	Iteration 138Q: 3 clusters Score -2.76996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227458 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -27699604.000000 Penalty: 6121.149414
	Iteration 139Q: 3 clusters Score -2.76996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227458 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -27699604.000000 Penalty: 6121.149414
	Iteration 140F: 3 clusters Score -2.76996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Entering Unmasked Estep 
Score: -510657.875000 Penalty: 2085.527588
	Iteration 0F: 2 clusters Score -510657.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -506522.500000 Penalty: 4171.055176
	Iteration 0F: 3 clusters Score -506522.5 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -507441.687500 Penalty: 4171.055176
	Iteration 1F: 3 clusters Score -507441.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -507631.968750 Penalty: 4171.055176
	Iteration 2F: 3 clusters Score -507632 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -507746.062500 Penalty: 4171.055176
	Iteration 3Q: 3 clusters Score -507746.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -507829.062500 Penalty: 4171.055176
	Iteration 4Q: 3 clusters Score -507829.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -507898.343750 Penalty: 4171.055176
	Iteration 5Q: 3 clusters Score -507898.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -507954.437500 Penalty: 4171.055176
	Iteration 6Q: 3 clusters Score -507954.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -508004.906250 Penalty: 4171.055176
	Iteration 7Q: 3 clusters Score -508004.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -508056.968750 Penalty: 4171.055176
	Iteration 8Q: 3 clusters Score -508057 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -508102.562500 Penalty: 4171.055176
	Iteration 9Q: 3 clusters Score -508102.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -508147.937500 Penalty: 4171.055176
	Iteration 10Q: 3 clusters Score -508147.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -508182.718750 Penalty: 4171.055176
	Iteration 11Q: 3 clusters Score -508182.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -508220.562500 Penalty: 4171.055176
	Iteration 12Q: 3 clusters Score -508220.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -508254.656250 Penalty: 4171.055176
	Iteration 13Q: 3 clusters Score -508254.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -508292.593750 Penalty: 4171.055176
	Iteration 14Q: 3 clusters Score -508292.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -508332.593750 Penalty: 4171.055176
	Iteration 15Q: 3 clusters Score -508332.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -508373.312500 Penalty: 4171.055176
	Iteration 16Q: 3 clusters Score -508373.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -508407.625000 Penalty: 4171.055176
	Iteration 17Q: 3 clusters Score -508407.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -508432.156250 Penalty: 4171.055176
	Iteration 18Q: 3 clusters Score -508432.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -508457.343750 Penalty: 4171.055176
	Iteration 19Q: 3 clusters Score -508457.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -508479.250000 Penalty: 4171.055176
	Iteration 20F: 3 clusters Score -508479.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -508496.250000 Penalty: 4171.055176
	Iteration 21Q: 3 clusters Score -508496.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -508509.156250 Penalty: 4171.055176
	Iteration 22Q: 3 clusters Score -508509.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -508528.281250 Penalty: 4171.055176
	Iteration 23Q: 3 clusters Score -508528.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -508545.031250 Penalty: 4171.055176
	Iteration 24Q: 3 clusters Score -508545 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -508559.468750 Penalty: 4171.055176
	Iteration 25Q: 3 clusters Score -508559.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -508571.625000 Penalty: 4171.055176
	Iteration 26Q: 3 clusters Score -508571.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -508586.593750 Penalty: 4171.055176
	Iteration 27Q: 3 clusters Score -508586.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -508596.062500 Penalty: 4171.055176
	Iteration 28Q: 3 clusters Score -508596.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -508611.312500 Penalty: 4171.055176
	Iteration 29Q: 3 clusters Score -508611.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -508625.281250 Penalty: 4171.055176
	Iteration 30Q: 3 clusters Score -508625.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -508638.750000 Penalty: 4171.055176
	Iteration 31Q: 3 clusters Score -508638.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -508644.125000 Penalty: 4171.055176
	Iteration 32Q: 3 clusters Score -508644.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -508649.812500 Penalty: 4171.055176
	Iteration 33Q: 3 clusters Score -508649.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -508657.093750 Penalty: 4171.055176
	Iteration 34Q: 3 clusters Score -508657.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -508664.281250 Penalty: 4171.055176
	Iteration 35Q: 3 clusters Score -508664.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -508670.875000 Penalty: 4171.055176
	Iteration 36Q: 3 clusters Score -508670.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -508678.812500 Penalty: 4171.055176
	Iteration 37Q: 3 clusters Score -508678.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -508688.125000 Penalty: 4171.055176
	Iteration 38Q: 3 clusters Score -508688.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -508697.843750 Penalty: 4171.055176
	Iteration 39Q: 3 clusters Score -508697.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -508706.843750 Penalty: 4171.055176
	Iteration 40F: 3 clusters Score -508706.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -508714.250000 Penalty: 4171.055176
	Iteration 41Q: 3 clusters Score -508714.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -508717.562500 Penalty: 4171.055176
	Iteration 42Q: 3 clusters Score -508717.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -508723.281250 Penalty: 4171.055176
	Iteration 43Q: 3 clusters Score -508723.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -508733.281250 Penalty: 4171.055176
	Iteration 44Q: 3 clusters Score -508733.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -508741.500000 Penalty: 4171.055176
	Iteration 45Q: 3 clusters Score -508741.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -508750.000000 Penalty: 4171.055176
	Iteration 46Q: 3 clusters Score -508750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -508756.312500 Penalty: 4171.055176
	Iteration 47Q: 3 clusters Score -508756.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -508760.562500 Penalty: 4171.055176
	Iteration 48Q: 3 clusters Score -508760.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -508764.656250 Penalty: 4171.055176
	Iteration 49Q: 3 clusters Score -508764.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -508770.062500 Penalty: 4171.055176
	Iteration 50Q: 3 clusters Score -508770.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -508771.218750 Penalty: 4171.055176
	Iteration 51Q: 3 clusters Score -508771.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -508773.500000 Penalty: 4171.055176
	Iteration 52Q: 3 clusters Score -508773.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -508776.750000 Penalty: 4171.055176
	Iteration 53Q: 3 clusters Score -508776.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -508777.875000 Penalty: 4171.055176
	Iteration 54Q: 3 clusters Score -508777.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -508779.250000 Penalty: 4171.055176
	Iteration 55Q: 3 clusters Score -508779.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -508782.281250 Penalty: 4171.055176
	Iteration 56Q: 3 clusters Score -508782.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -508784.468750 Penalty: 4171.055176
	Iteration 57Q: 3 clusters Score -508784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -508785.406250 Penalty: 4171.055176
	Iteration 58Q: 3 clusters Score -508785.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -508785.468750 Penalty: 4171.055176
	Iteration 59Q: 3 clusters Score -508785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -508785.468750 Penalty: 4171.055176
	Iteration 60F: 3 clusters Score -508785.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -203748.156250 Penalty: 1868.356079
	Iteration 0F: 2 clusters Score -203748.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -201216.421875 Penalty: 3736.712158
	Iteration 0F: 3 clusters Score -201216.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -201650.421875 Penalty: 3736.712158
	Iteration 1F: 3 clusters Score -201650.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -201801.093750 Penalty: 3736.712158
	Iteration 2F: 3 clusters Score -201801.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -201875.750000 Penalty: 3736.712158
	Iteration 3Q: 3 clusters Score -201875.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -201920.859375 Penalty: 3736.712158
	Iteration 4Q: 3 clusters Score -201920.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -201941.578125 Penalty: 3736.712158
	Iteration 5Q: 3 clusters Score -201941.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -201955.093750 Penalty: 3736.712158
	Iteration 6Q: 3 clusters Score -201955.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -201960.828125 Penalty: 3736.712158
	Iteration 7Q: 3 clusters Score -201960.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -201964.937500 Penalty: 3736.712158
	Iteration 8Q: 3 clusters Score -201964.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -201969.250000 Penalty: 3736.712158
	Iteration 9Q: 3 clusters Score -201969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -201971.140625 Penalty: 3736.712158
	Iteration 10Q: 3 clusters Score -201971.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -201971.421875 Penalty: 3736.712158
	Iteration 11Q: 3 clusters Score -201971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -201971.875000 Penalty: 3736.712158
	Iteration 12Q: 3 clusters Score -201971.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -201972.500000 Penalty: 3736.712158
	Iteration 13Q: 3 clusters Score -201972.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -201972.500000 Penalty: 3736.712158
	Iteration 14F: 3 clusters Score -201972.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Entering Unmasked Estep 
Score: -5623568.000000 Penalty: 2671.802979
	Iteration 0F: 2 clusters Score -5623568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -5591372.500000 Penalty: 5343.605957
	Iteration 0F: 3 clusters Score -5591372 nChanged 21811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -5603208.500000 Penalty: 5343.605957
	Iteration 1F: 3 clusters Score -5603208 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -5603682.000000 Penalty: 5343.605957
	Iteration 2Q: 3 clusters Score -5603682 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -5604128.500000 Penalty: 5343.605957
	Iteration 3Q: 3 clusters Score -5604128 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -5604649.000000 Penalty: 5343.605957
	Iteration 4Q: 3 clusters Score -5604649 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -5605306.500000 Penalty: 5343.605957
	Iteration 5Q: 3 clusters Score -5605306 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -5606328.000000 Penalty: 5343.605957
	Iteration 6Q: 3 clusters Score -5606328 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -5608079.500000 Penalty: 5343.605957
	Iteration 7F: 3 clusters Score -5608080 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -5610710.000000 Penalty: 5343.605957
	Iteration 8F: 3 clusters Score -5610710 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -5614218.500000 Penalty: 5343.605957
	Iteration 9F: 3 clusters Score -5614218 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -5617693.500000 Penalty: 5343.605957
	Iteration 10F: 3 clusters Score -5617694 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -5619902.500000 Penalty: 5343.605957
	Iteration 11Q: 3 clusters Score -5619902 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -5620695.000000 Penalty: 5343.605957
	Iteration 12Q: 3 clusters Score -5620695 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -5620928.500000 Penalty: 5343.605957
	Iteration 13Q: 3 clusters Score -5620928 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -5621034.000000 Penalty: 5343.605957
	Iteration 14Q: 3 clusters Score -5621034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -5621076.000000 Penalty: 5343.605957
	Iteration 15Q: 3 clusters Score -5621076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -5621090.000000 Penalty: 5343.605957
	Iteration 16Q: 3 clusters Score -5621090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -5621098.500000 Penalty: 5343.605957
	Iteration 17Q: 3 clusters Score -5621098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -5621105.000000 Penalty: 5343.605957
	Iteration 18Q: 3 clusters Score -5621105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -5621105.500000 Penalty: 5343.605957
	Iteration 19Q: 3 clusters Score -5621106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -5621105.500000 Penalty: 5343.605957
	Iteration 20F: 3 clusters Score -5621106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -5621110.500000 Penalty: 5343.605957
	Iteration 21Q: 3 clusters Score -5621110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -5621111.000000 Penalty: 5343.605957
	Iteration 22Q: 3 clusters Score -5621111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -5621117.500000 Penalty: 5343.605957
	Iteration 23Q: 3 clusters Score -5621118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -5621126.000000 Penalty: 5343.605957
	Iteration 24Q: 3 clusters Score -5621126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -5621133.000000 Penalty: 5343.605957
	Iteration 25Q: 3 clusters Score -5621133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -5621133.000000 Penalty: 5343.605957
	Iteration 26F: 3 clusters Score -5621133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -55998.746094 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -55998.75 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 269 members 
Entering Unmasked Estep 
Score: -54504.914062 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -54504.91 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54864.292969 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -54864.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54943.660156 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -54943.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55005.914062 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -55005.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55036.585938 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -55036.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -55047.195312 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -55047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55058.234375 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -55058.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55058.234375 Penalty: 3135.101074
	Iteration 7F: 3 clusters Score -55058.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Entering Unmasked Estep 
Score: -2032217.875000 Penalty: 2407.151123
	Iteration 0F: 2 clusters Score -2032218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2020522.500000 Penalty: 4814.302246
	Iteration 0F: 3 clusters Score -2020522 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2024237.625000 Penalty: 4814.302246
	Iteration 1F: 3 clusters Score -2024238 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2024559.375000 Penalty: 4814.302246
	Iteration 2F: 3 clusters Score -2024559 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2024799.000000 Penalty: 4814.302246
	Iteration 3Q: 3 clusters Score -2024799 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2024987.250000 Penalty: 4814.302246
	Iteration 4Q: 3 clusters Score -2024987 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2025162.750000 Penalty: 4814.302246
	Iteration 5Q: 3 clusters Score -2025163 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2025321.125000 Penalty: 4814.302246
	Iteration 6Q: 3 clusters Score -2025321 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2025483.750000 Penalty: 4814.302246
	Iteration 7Q: 3 clusters Score -2025484 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2025693.125000 Penalty: 4814.302246
	Iteration 8Q: 3 clusters Score -2025693 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2025917.500000 Penalty: 4814.302246
	Iteration 9Q: 3 clusters Score -2025918 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2026165.000000 Penalty: 4814.302246
	Iteration 10Q: 3 clusters Score -2026165 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2026426.500000 Penalty: 4814.302246
	Iteration 11Q: 3 clusters Score -2026426 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2026706.500000 Penalty: 4814.302246
	Iteration 12Q: 3 clusters Score -2026706 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2027056.500000 Penalty: 4814.302246
	Iteration 13Q: 3 clusters Score -2027056 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2027453.625000 Penalty: 4814.302246
	Iteration 14Q: 3 clusters Score -2027454 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2027813.875000 Penalty: 4814.302246
	Iteration 15Q: 3 clusters Score -2027814 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2028127.500000 Penalty: 4814.302246
	Iteration 16Q: 3 clusters Score -2028128 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2028392.125000 Penalty: 4814.302246
	Iteration 17Q: 3 clusters Score -2028392 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2028627.125000 Penalty: 4814.302246
	Iteration 18Q: 3 clusters Score -2028627 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2028826.500000 Penalty: 4814.302246
	Iteration 19Q: 3 clusters Score -2028826 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2029005.000000 Penalty: 4814.302246
	Iteration 20F: 3 clusters Score -2029005 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2029148.000000 Penalty: 4814.302246
	Iteration 21Q: 3 clusters Score -2029148 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2029270.750000 Penalty: 4814.302246
	Iteration 22Q: 3 clusters Score -2029271 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2029390.875000 Penalty: 4814.302246
	Iteration 23Q: 3 clusters Score -2029391 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2029492.625000 Penalty: 4814.302246
	Iteration 24Q: 3 clusters Score -2029493 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2029574.000000 Penalty: 4814.302246
	Iteration 25Q: 3 clusters Score -2029574 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2029631.500000 Penalty: 4814.302246
	Iteration 26Q: 3 clusters Score -2029632 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2029691.125000 Penalty: 4814.302246
	Iteration 27Q: 3 clusters Score -2029691 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2029735.625000 Penalty: 4814.302246
	Iteration 28Q: 3 clusters Score -2029736 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2029787.250000 Penalty: 4814.302246
	Iteration 29Q: 3 clusters Score -2029787 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2029830.375000 Penalty: 4814.302246
	Iteration 30Q: 3 clusters Score -2029830 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2029873.250000 Penalty: 4814.302246
	Iteration 31Q: 3 clusters Score -2029873 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2029904.875000 Penalty: 4814.302246
	Iteration 32Q: 3 clusters Score -2029905 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2029931.000000 Penalty: 4814.302246
	Iteration 33Q: 3 clusters Score -2029931 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2029957.375000 Penalty: 4814.302246
	Iteration 34Q: 3 clusters Score -2029957 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2029977.250000 Penalty: 4814.302246
	Iteration 35Q: 3 clusters Score -2029977 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2030002.125000 Penalty: 4814.302246
	Iteration 36Q: 3 clusters Score -2030002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2030020.625000 Penalty: 4814.302246
	Iteration 37Q: 3 clusters Score -2030021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2030035.625000 Penalty: 4814.302246
	Iteration 38Q: 3 clusters Score -2030036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2030048.000000 Penalty: 4814.302246
	Iteration 39Q: 3 clusters Score -2030048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2030062.125000 Penalty: 4814.302246
	Iteration 40F: 3 clusters Score -2030062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2030079.500000 Penalty: 4814.302246
	Iteration 41Q: 3 clusters Score -2030080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2030087.250000 Penalty: 4814.302246
	Iteration 42Q: 3 clusters Score -2030087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2030094.125000 Penalty: 4814.302246
	Iteration 43Q: 3 clusters Score -2030094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2030097.750000 Penalty: 4814.302246
	Iteration 44Q: 3 clusters Score -2030098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2030103.750000 Penalty: 4814.302246
	Iteration 45Q: 3 clusters Score -2030104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2030106.250000 Penalty: 4814.302246
	Iteration 46Q: 3 clusters Score -2030106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2030108.750000 Penalty: 4814.302246
	Iteration 47Q: 3 clusters Score -2030109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2030117.000000 Penalty: 4814.302246
	Iteration 48Q: 3 clusters Score -2030117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2030124.750000 Penalty: 4814.302246
	Iteration 49Q: 3 clusters Score -2030125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2030136.875000 Penalty: 4814.302246
	Iteration 50Q: 3 clusters Score -2030137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2030143.750000 Penalty: 4814.302246
	Iteration 51Q: 3 clusters Score -2030144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2030151.000000 Penalty: 4814.302246
	Iteration 52Q: 3 clusters Score -2030151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2030155.125000 Penalty: 4814.302246
	Iteration 53Q: 3 clusters Score -2030155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2030159.375000 Penalty: 4814.302246
	Iteration 54Q: 3 clusters Score -2030159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2030168.000000 Penalty: 4814.302246
	Iteration 55Q: 3 clusters Score -2030168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2030168.500000 Penalty: 4814.302246
	Iteration 56Q: 3 clusters Score -2030168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2030173.125000 Penalty: 4814.302246
	Iteration 57Q: 3 clusters Score -2030173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2030174.625000 Penalty: 4814.302246
	Iteration 58Q: 3 clusters Score -2030175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2030175.375000 Penalty: 4814.302246
	Iteration 59Q: 3 clusters Score -2030175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2030177.875000 Penalty: 4814.302246
	Iteration 60F: 3 clusters Score -2030178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2030178.625000 Penalty: 4814.302246
	Iteration 61Q: 3 clusters Score -2030179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2030177.500000 Penalty: 4814.302246
	Iteration 62Q: 3 clusters Score -2030178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2030181.125000 Penalty: 4814.302246
	Iteration 63Q: 3 clusters Score -2030181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2030182.375000 Penalty: 4814.302246
	Iteration 64Q: 3 clusters Score -2030182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2030183.250000 Penalty: 4814.302246
	Iteration 65Q: 3 clusters Score -2030183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2030183.250000 Penalty: 4814.302246
	Iteration 66F: 3 clusters Score -2030183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62148 members 
Entering Unmasked Estep 
Score: -7626999.500000 Penalty: 2737.244141
	Iteration 0F: 2 clusters Score -7627000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -7585001.500000 Penalty: 5474.488281
	Iteration 0F: 3 clusters Score -7585002 nChanged 29039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -7601156.500000 Penalty: 5474.488281
	Iteration 1F: 3 clusters Score -7601156 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -7601696.500000 Penalty: 5474.488281
	Iteration 2Q: 3 clusters Score -7601696 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -7602229.500000 Penalty: 5474.488281
	Iteration 3Q: 3 clusters Score -7602230 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -7602815.500000 Penalty: 5474.488281
	Iteration 4Q: 3 clusters Score -7602816 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -7603643.000000 Penalty: 5474.488281
	Iteration 5Q: 3 clusters Score -7603643 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -7604975.500000 Penalty: 5474.488281
	Iteration 6Q: 3 clusters Score -7604976 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -7607168.000000 Penalty: 5474.488281
	Iteration 7F: 3 clusters Score -7607168 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -7610560.500000 Penalty: 5474.488281
	Iteration 8F: 3 clusters Score -7610560 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -7615085.000000 Penalty: 5474.488281
	Iteration 9F: 3 clusters Score -7615085 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57129 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -7619657.500000 Penalty: 5474.488281
	Iteration 10F: 3 clusters Score -7619658 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7622670.000000 Penalty: 5474.488281
	Iteration 11Q: 3 clusters Score -7622670 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7623888.500000 Penalty: 5474.488281
	Iteration 12Q: 3 clusters Score -7623888 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61731 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7624286.000000 Penalty: 5474.488281
	Iteration 13Q: 3 clusters Score -7624286 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7624410.000000 Penalty: 5474.488281
	Iteration 14Q: 3 clusters Score -7624410 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7624473.000000 Penalty: 5474.488281
	Iteration 15Q: 3 clusters Score -7624473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7624519.500000 Penalty: 5474.488281
	Iteration 16Q: 3 clusters Score -7624520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7624530.500000 Penalty: 5474.488281
	Iteration 17Q: 3 clusters Score -7624530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7624535.000000 Penalty: 5474.488281
	Iteration 18Q: 3 clusters Score -7624535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61930 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7624554.000000 Penalty: 5474.488281
	Iteration 19Q: 3 clusters Score -7624554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7624577.500000 Penalty: 5474.488281
	Iteration 20F: 3 clusters Score -7624578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7624573.500000 Penalty: 5474.488281
	Iteration 21Q: 3 clusters Score -7624574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7624580.000000 Penalty: 5474.488281
	Iteration 22Q: 3 clusters Score -7624580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7624581.500000 Penalty: 5474.488281
	Iteration 23Q: 3 clusters Score -7624582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7624580.000000 Penalty: 5474.488281
	Iteration 24Q: 3 clusters Score -7624580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7624580.000000 Penalty: 5474.488281
	Iteration 25F: 3 clusters Score -7624580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -78218.164062 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -78218.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76434.312500 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -76434.31 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76726.234375 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -76726.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -76828.843750 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -76828.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76902.000000 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -76902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -76938.906250 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -76938.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76979.828125 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -76979.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -77023.070312 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -77023.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -77051.664062 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -77051.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -77090.398438 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -77090.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -77100.273438 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -77100.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -77111.757812 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -77111.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -77131.140625 Penalty: 3308.071045
	Iteration 11Q: 3 clusters Score -77131.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -77144.492188 Penalty: 3308.071045
	Iteration 12Q: 3 clusters Score -77144.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -77153.320312 Penalty: 3308.071045
	Iteration 13Q: 3 clusters Score -77153.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -77160.335938 Penalty: 3308.071045
	Iteration 14Q: 3 clusters Score -77160.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -77172.632812 Penalty: 3308.071045
	Iteration 15Q: 3 clusters Score -77172.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -77187.601562 Penalty: 3308.071045
	Iteration 16Q: 3 clusters Score -77187.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -77211.914062 Penalty: 3308.071045
	Iteration 17Q: 3 clusters Score -77211.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -77233.859375 Penalty: 3308.071045
	Iteration 18Q: 3 clusters Score -77233.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -77239.710938 Penalty: 3308.071045
	Iteration 19Q: 3 clusters Score -77239.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -77240.265625 Penalty: 3308.071045
	Iteration 20F: 3 clusters Score -77240.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (175802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175802 members 
Entering Unmasked Estep 
Score: -21439624.000000 Penalty: 2995.124268
	Iteration 0F: 2 clusters Score -2.143962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87774 members 
Mstep: Class 2 contains 88028 members 
Entering Unmasked Estep 
Score: -21323956.000000 Penalty: 5990.248535
	Iteration 0F: 3 clusters Score -2.132396e+07 nChanged 84268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86140 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -21372944.000000 Penalty: 5990.248535
	Iteration 1F: 3 clusters Score -2.137294e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84890 members 
Mstep: Class 2 contains 90912 members 
Entering Unmasked Estep 
Score: -21373868.000000 Penalty: 5990.248535
	Iteration 2Q: 3 clusters Score -2.137387e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82941 members 
Mstep: Class 2 contains 92861 members 
Entering Unmasked Estep 
Score: -21375246.000000 Penalty: 5990.248535
	Iteration 3Q: 3 clusters Score -2.137525e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79826 members 
Mstep: Class 2 contains 95976 members 
Entering Unmasked Estep 
Score: -21377550.000000 Penalty: 5990.248535
	Iteration 4Q: 3 clusters Score -2.137755e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 100716 members 
Entering Unmasked Estep 
Score: -21381508.000000 Penalty: 5990.248535
	Iteration 5Q: 3 clusters Score -2.138151e+07 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 107767 members 
Entering Unmasked Estep 
Score: -21388164.000000 Penalty: 5990.248535
	Iteration 6F: 3 clusters Score -2.138816e+07 nChanged 13450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 117267 members 
Entering Unmasked Estep 
Score: -21398388.000000 Penalty: 5990.248535
	Iteration 7F: 3 clusters Score -2.139839e+07 nChanged 14407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 127890 members 
Entering Unmasked Estep 
Score: -21411370.000000 Penalty: 5990.248535
	Iteration 8F: 3 clusters Score -2.141137e+07 nChanged 11881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 136513 members 
Entering Unmasked Estep 
Score: -21422570.000000 Penalty: 5990.248535
	Iteration 9F: 3 clusters Score -2.142257e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 141927 members 
Entering Unmasked Estep 
Score: -21428532.000000 Penalty: 5990.248535
	Iteration 10Q: 3 clusters Score -2.142853e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 145513 members 
Entering Unmasked Estep 
Score: -21431122.000000 Penalty: 5990.248535
	Iteration 11Q: 3 clusters Score -2.143112e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 148423 members 
Entering Unmasked Estep 
Score: -21432634.000000 Penalty: 5990.248535
	Iteration 12Q: 3 clusters Score -2.143263e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 150929 members 
Entering Unmasked Estep 
Score: -21433710.000000 Penalty: 5990.248535
	Iteration 13Q: 3 clusters Score -2.143371e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 153252 members 
Entering Unmasked Estep 
Score: -21434512.000000 Penalty: 5990.248535
	Iteration 14Q: 3 clusters Score -2.143451e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 155346 members 
Entering Unmasked Estep 
Score: -21435246.000000 Penalty: 5990.248535
	Iteration 15Q: 3 clusters Score -2.143525e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 157224 members 
Entering Unmasked Estep 
Score: -21435670.000000 Penalty: 5990.248535
	Iteration 16Q: 3 clusters Score -2.143567e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 158958 members 
Entering Unmasked Estep 
Score: -21436236.000000 Penalty: 5990.248535
	Iteration 17Q: 3 clusters Score -2.143624e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 160524 members 
Entering Unmasked Estep 
Score: -21436560.000000 Penalty: 5990.248535
	Iteration 18Q: 3 clusters Score -2.143656e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 161953 members 
Entering Unmasked Estep 
Score: -21436920.000000 Penalty: 5990.248535
	Iteration 19Q: 3 clusters Score -2.143692e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 163246 members 
Entering Unmasked Estep 
Score: -21437148.000000 Penalty: 5990.248535
	Iteration 20F: 3 clusters Score -2.143715e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 164436 members 
Entering Unmasked Estep 
Score: -21437484.000000 Penalty: 5990.248535
	Iteration 21Q: 3 clusters Score -2.143748e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 165495 members 
Entering Unmasked Estep 
Score: -21437654.000000 Penalty: 5990.248535
	Iteration 22Q: 3 clusters Score -2.143765e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 166385 members 
Entering Unmasked Estep 
Score: -21437864.000000 Penalty: 5990.248535
	Iteration 23Q: 3 clusters Score -2.143786e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 167147 members 
Entering Unmasked Estep 
Score: -21437886.000000 Penalty: 5990.248535
	Iteration 24Q: 3 clusters Score -2.143789e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 167780 members 
Entering Unmasked Estep 
Score: -21438040.000000 Penalty: 5990.248535
	Iteration 25Q: 3 clusters Score -2.143804e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 168343 members 
Entering Unmasked Estep 
Score: -21438134.000000 Penalty: 5990.248535
	Iteration 26Q: 3 clusters Score -2.143813e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 168843 members 
Entering Unmasked Estep 
Score: -21438190.000000 Penalty: 5990.248535
	Iteration 27Q: 3 clusters Score -2.143819e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 169314 members 
Entering Unmasked Estep 
Score: -21438294.000000 Penalty: 5990.248535
	Iteration 28Q: 3 clusters Score -2.143829e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 169744 members 
Entering Unmasked Estep 
Score: -21438316.000000 Penalty: 5990.248535
	Iteration 29Q: 3 clusters Score -2.143832e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 170112 members 
Entering Unmasked Estep 
Score: -21438396.000000 Penalty: 5990.248535
	Iteration 30Q: 3 clusters Score -2.14384e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 170428 members 
Entering Unmasked Estep 
Score: -21438346.000000 Penalty: 5990.248535
	Iteration 31Q: 3 clusters Score -2.143835e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 170699 members 
Entering Unmasked Estep 
Score: -21438460.000000 Penalty: 5990.248535
	Iteration 32Q: 3 clusters Score -2.143846e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 170942 members 
Entering Unmasked Estep 
Score: -21438466.000000 Penalty: 5990.248535
	Iteration 33Q: 3 clusters Score -2.143847e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 171142 members 
Entering Unmasked Estep 
Score: -21438474.000000 Penalty: 5990.248535
	Iteration 34Q: 3 clusters Score -2.143847e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 171309 members 
Entering Unmasked Estep 
Score: -21438474.000000 Penalty: 5990.248535
	Iteration 35Q: 3 clusters Score -2.143847e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 171474 members 
Entering Unmasked Estep 
Score: -21438486.000000 Penalty: 5990.248535
	Iteration 36Q: 3 clusters Score -2.143849e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 171613 members 
Entering Unmasked Estep 
Score: -21438500.000000 Penalty: 5990.248535
	Iteration 37Q: 3 clusters Score -2.14385e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 171741 members 
Entering Unmasked Estep 
Score: -21438504.000000 Penalty: 5990.248535
	Iteration 38Q: 3 clusters Score -2.14385e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 171853 members 
Entering Unmasked Estep 
Score: -21438512.000000 Penalty: 5990.248535
	Iteration 39Q: 3 clusters Score -2.143851e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 171942 members 
Entering Unmasked Estep 
Score: -21438504.000000 Penalty: 5990.248535
	Iteration 40F: 3 clusters Score -2.14385e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 172024 members 
Entering Unmasked Estep 
Score: -21438488.000000 Penalty: 5990.248535
	Iteration 41Q: 3 clusters Score -2.143849e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 172093 members 
Entering Unmasked Estep 
Score: -21438484.000000 Penalty: 5990.248535
	Iteration 42Q: 3 clusters Score -2.143848e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 172145 members 
Entering Unmasked Estep 
Score: -21438494.000000 Penalty: 5990.248535
	Iteration 43Q: 3 clusters Score -2.143849e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 172200 members 
Entering Unmasked Estep 
Score: -21438482.000000 Penalty: 5990.248535
	Iteration 44Q: 3 clusters Score -2.143848e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 172245 members 
Entering Unmasked Estep 
Score: -21438508.000000 Penalty: 5990.248535
	Iteration 45Q: 3 clusters Score -2.143851e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 172290 members 
Entering Unmasked Estep 
Score: -21438522.000000 Penalty: 5990.248535
	Iteration 46Q: 3 clusters Score -2.143852e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 172332 members 
Entering Unmasked Estep 
Score: -21438526.000000 Penalty: 5990.248535
	Iteration 47Q: 3 clusters Score -2.143853e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 172368 members 
Entering Unmasked Estep 
Score: -21438518.000000 Penalty: 5990.248535
	Iteration 48Q: 3 clusters Score -2.143852e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 172407 members 
Entering Unmasked Estep 
Score: -21438506.000000 Penalty: 5990.248535
	Iteration 49Q: 3 clusters Score -2.143851e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 172447 members 
Entering Unmasked Estep 
Score: -21438504.000000 Penalty: 5990.248535
	Iteration 50Q: 3 clusters Score -2.14385e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 172474 members 
Entering Unmasked Estep 
Score: -21438484.000000 Penalty: 5990.248535
	Iteration 51Q: 3 clusters Score -2.143848e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 172508 members 
Entering Unmasked Estep 
Score: -21438490.000000 Penalty: 5990.248535
	Iteration 52Q: 3 clusters Score -2.143849e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 172540 members 
Entering Unmasked Estep 
Score: -21438484.000000 Penalty: 5990.248535
	Iteration 53Q: 3 clusters Score -2.143848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 172556 members 
Entering Unmasked Estep 
Score: -21438474.000000 Penalty: 5990.248535
	Iteration 54Q: 3 clusters Score -2.143847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 172569 members 
Entering Unmasked Estep 
Score: -21438476.000000 Penalty: 5990.248535
	Iteration 55Q: 3 clusters Score -2.143848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 172583 members 
Entering Unmasked Estep 
Score: -21438472.000000 Penalty: 5990.248535
	Iteration 56Q: 3 clusters Score -2.143847e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 172599 members 
Entering Unmasked Estep 
Score: -21438484.000000 Penalty: 5990.248535
	Iteration 57Q: 3 clusters Score -2.143848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 172613 members 
Entering Unmasked Estep 
Score: -21438498.000000 Penalty: 5990.248535
	Iteration 58Q: 3 clusters Score -2.14385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 172625 members 
Entering Unmasked Estep 
Score: -21438496.000000 Penalty: 5990.248535
	Iteration 59Q: 3 clusters Score -2.14385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 172633 members 
Entering Unmasked Estep 
Score: -21438506.000000 Penalty: 5990.248535
	Iteration 60F: 3 clusters Score -2.143851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 172645 members 
Entering Unmasked Estep 
Score: -21438516.000000 Penalty: 5990.248535
	Iteration 61Q: 3 clusters Score -2.143852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 172653 members 
Entering Unmasked Estep 
Score: -21438514.000000 Penalty: 5990.248535
	Iteration 62Q: 3 clusters Score -2.143851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 172662 members 
Entering Unmasked Estep 
Score: -21438492.000000 Penalty: 5990.248535
	Iteration 63Q: 3 clusters Score -2.143849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 172668 members 
Entering Unmasked Estep 
Score: -21438496.000000 Penalty: 5990.248535
	Iteration 64Q: 3 clusters Score -2.14385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 172675 members 
Entering Unmasked Estep 
Score: -21438508.000000 Penalty: 5990.248535
	Iteration 65Q: 3 clusters Score -2.143851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 172685 members 
Entering Unmasked Estep 
Score: -21438508.000000 Penalty: 5990.248535
	Iteration 66Q: 3 clusters Score -2.143851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 172696 members 
Entering Unmasked Estep 
Score: -21438520.000000 Penalty: 5990.248535
	Iteration 67Q: 3 clusters Score -2.143852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 172704 members 
Entering Unmasked Estep 
Score: -21438512.000000 Penalty: 5990.248535
	Iteration 68Q: 3 clusters Score -2.143851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 172715 members 
Entering Unmasked Estep 
Score: -21438510.000000 Penalty: 5990.248535
	Iteration 69Q: 3 clusters Score -2.143851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 172731 members 
Entering Unmasked Estep 
Score: -21438516.000000 Penalty: 5990.248535
	Iteration 70Q: 3 clusters Score -2.143852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 172743 members 
Entering Unmasked Estep 
Score: -21438518.000000 Penalty: 5990.248535
	Iteration 71Q: 3 clusters Score -2.143852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 172754 members 
Entering Unmasked Estep 
Score: -21438532.000000 Penalty: 5990.248535
	Iteration 72Q: 3 clusters Score -2.143853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 172770 members 
Entering Unmasked Estep 
Score: -21438542.000000 Penalty: 5990.248535
	Iteration 73Q: 3 clusters Score -2.143854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 172783 members 
Entering Unmasked Estep 
Score: -21438544.000000 Penalty: 5990.248535
	Iteration 74Q: 3 clusters Score -2.143854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 172796 members 
Entering Unmasked Estep 
Score: -21438524.000000 Penalty: 5990.248535
	Iteration 75Q: 3 clusters Score -2.143852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 172805 members 
Entering Unmasked Estep 
Score: -21438522.000000 Penalty: 5990.248535
	Iteration 76Q: 3 clusters Score -2.143852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 172810 members 
Entering Unmasked Estep 
Score: -21438528.000000 Penalty: 5990.248535
	Iteration 77Q: 3 clusters Score -2.143853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 172818 members 
Entering Unmasked Estep 
Score: -21438520.000000 Penalty: 5990.248535
	Iteration 78Q: 3 clusters Score -2.143852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 172821 members 
Entering Unmasked Estep 
Score: -21438524.000000 Penalty: 5990.248535
	Iteration 79Q: 3 clusters Score -2.143852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 172823 members 
Entering Unmasked Estep 
Score: -21438520.000000 Penalty: 5990.248535
	Iteration 80F: 3 clusters Score -2.143852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 172826 members 
Entering Unmasked Estep 
Score: -21438534.000000 Penalty: 5990.248535
	Iteration 81Q: 3 clusters Score -2.143853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 172831 members 
Entering Unmasked Estep 
Score: -21438538.000000 Penalty: 5990.248535
	Iteration 82Q: 3 clusters Score -2.143854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 172838 members 
Entering Unmasked Estep 
Score: -21438524.000000 Penalty: 5990.248535
	Iteration 83Q: 3 clusters Score -2.143852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 172843 members 
Entering Unmasked Estep 
Score: -21438518.000000 Penalty: 5990.248535
	Iteration 84Q: 3 clusters Score -2.143852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 172851 members 
Entering Unmasked Estep 
Score: -21438534.000000 Penalty: 5990.248535
	Iteration 85Q: 3 clusters Score -2.143853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 172857 members 
Entering Unmasked Estep 
Score: -21438544.000000 Penalty: 5990.248535
	Iteration 86Q: 3 clusters Score -2.143854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 172860 members 
Entering Unmasked Estep 
Score: -21438538.000000 Penalty: 5990.248535
	Iteration 87Q: 3 clusters Score -2.143854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 172862 members 
Entering Unmasked Estep 
Score: -21438540.000000 Penalty: 5990.248535
	Iteration 88Q: 3 clusters Score -2.143854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 172868 members 
Entering Unmasked Estep 
Score: -21438532.000000 Penalty: 5990.248535
	Iteration 89Q: 3 clusters Score -2.143853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 172871 members 
Entering Unmasked Estep 
Score: -21438528.000000 Penalty: 5990.248535
	Iteration 90Q: 3 clusters Score -2.143853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 172874 members 
Entering Unmasked Estep 
Score: -21438526.000000 Penalty: 5990.248535
	Iteration 91Q: 3 clusters Score -2.143853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 172878 members 
Entering Unmasked Estep 
Score: -21438518.000000 Penalty: 5990.248535
	Iteration 92Q: 3 clusters Score -2.143852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 172883 members 
Entering Unmasked Estep 
Score: -21438518.000000 Penalty: 5990.248535
	Iteration 93Q: 3 clusters Score -2.143852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 172887 members 
Entering Unmasked Estep 
Score: -21438524.000000 Penalty: 5990.248535
	Iteration 94Q: 3 clusters Score -2.143852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 172888 members 
Entering Unmasked Estep 
Score: -21438512.000000 Penalty: 5990.248535
	Iteration 95Q: 3 clusters Score -2.143851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 172889 members 
Entering Unmasked Estep 
Score: -21438522.000000 Penalty: 5990.248535
	Iteration 96Q: 3 clusters Score -2.143852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 172889 members 
Entering Unmasked Estep 
Score: -21438522.000000 Penalty: 5990.248535
	Iteration 97F: 3 clusters Score -2.143852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (180804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180804 members 
Entering Unmasked Estep 
Score: -22023664.000000 Penalty: 3002.082031
	Iteration 0F: 2 clusters Score -2.202366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90171 members 
Mstep: Class 2 contains 90633 members 
Entering Unmasked Estep 
Score: -21904622.000000 Penalty: 6004.164062
	Iteration 0F: 3 clusters Score -2.190462e+07 nChanged 87035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85566 members 
Mstep: Class 2 contains 95238 members 
Entering Unmasked Estep 
Score: -21954630.000000 Penalty: 6004.164062
	Iteration 1F: 3 clusters Score -2.195463e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 98072 members 
Entering Unmasked Estep 
Score: -21955582.000000 Penalty: 6004.164062
	Iteration 2Q: 3 clusters Score -2.195558e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 102510 members 
Entering Unmasked Estep 
Score: -21957354.000000 Penalty: 6004.164062
	Iteration 3Q: 3 clusters Score -2.195735e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 109420 members 
Entering Unmasked Estep 
Score: -21960132.000000 Penalty: 6004.164062
	Iteration 4Q: 3 clusters Score -2.196013e+07 nChanged 10440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61050 members 
Mstep: Class 2 contains 119754 members 
Entering Unmasked Estep 
Score: -21965822.000000 Penalty: 6004.164062
	Iteration 5F: 3 clusters Score -2.196582e+07 nChanged 14766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 134484 members 
Entering Unmasked Estep 
Score: -21977020.000000 Penalty: 6004.164062
	Iteration 6F: 3 clusters Score -2.197702e+07 nChanged 17493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 151963 members 
Entering Unmasked Estep 
Score: -21993456.000000 Penalty: 6004.164062
	Iteration 7F: 3 clusters Score -2.199346e+07 nChanged 15609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 167552 members 
Entering Unmasked Estep 
Score: -22008922.000000 Penalty: 6004.164062
	Iteration 8F: 3 clusters Score -2.200892e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 176171 members 
Entering Unmasked Estep 
Score: -22017332.000000 Penalty: 6004.164062
	Iteration 9Q: 3 clusters Score -2.201733e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 179208 members 
Entering Unmasked Estep 
Score: -22020146.000000 Penalty: 6004.164062
	Iteration 10Q: 3 clusters Score -2.202015e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 179994 members 
Entering Unmasked Estep 
Score: -22020926.000000 Penalty: 6004.164062
	Iteration 11Q: 3 clusters Score -2.202093e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 180174 members 
Entering Unmasked Estep 
Score: -22021196.000000 Penalty: 6004.164062
	Iteration 12Q: 3 clusters Score -2.20212e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 180210 members 
Entering Unmasked Estep 
Score: -22021340.000000 Penalty: 6004.164062
	Iteration 13Q: 3 clusters Score -2.202134e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 180220 members 
Entering Unmasked Estep 
Score: -22021396.000000 Penalty: 6004.164062
	Iteration 14Q: 3 clusters Score -2.20214e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 180219 members 
Entering Unmasked Estep 
Score: -22021444.000000 Penalty: 6004.164062
	Iteration 15Q: 3 clusters Score -2.202144e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 180215 members 
Entering Unmasked Estep 
Score: -22021450.000000 Penalty: 6004.164062
	Iteration 16Q: 3 clusters Score -2.202145e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 180206 members 
Entering Unmasked Estep 
Score: -22021512.000000 Penalty: 6004.164062
	Iteration 17Q: 3 clusters Score -2.202151e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 180194 members 
Entering Unmasked Estep 
Score: -22021530.000000 Penalty: 6004.164062
	Iteration 18Q: 3 clusters Score -2.202153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 180189 members 
Entering Unmasked Estep 
Score: -22021528.000000 Penalty: 6004.164062
	Iteration 19Q: 3 clusters Score -2.202153e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 180173 members 
Entering Unmasked Estep 
Score: -22021526.000000 Penalty: 6004.164062
	Iteration 20F: 3 clusters Score -2.202153e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 180167 members 
Entering Unmasked Estep 
Score: -22021542.000000 Penalty: 6004.164062
	Iteration 21Q: 3 clusters Score -2.202154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 180165 members 
Entering Unmasked Estep 
Score: -22021542.000000 Penalty: 6004.164062
	Iteration 22Q: 3 clusters Score -2.202154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 180164 members 
Entering Unmasked Estep 
Score: -22021544.000000 Penalty: 6004.164062
	Iteration 23Q: 3 clusters Score -2.202154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 180164 members 
Entering Unmasked Estep 
Score: -22021550.000000 Penalty: 6004.164062
	Iteration 24Q: 3 clusters Score -2.202155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 180159 members 
Entering Unmasked Estep 
Score: -22021572.000000 Penalty: 6004.164062
	Iteration 25Q: 3 clusters Score -2.202157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 180158 members 
Entering Unmasked Estep 
Score: -22021574.000000 Penalty: 6004.164062
	Iteration 26Q: 3 clusters Score -2.202157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 180156 members 
Entering Unmasked Estep 
Score: -22021590.000000 Penalty: 6004.164062
	Iteration 27Q: 3 clusters Score -2.202159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 180154 members 
Entering Unmasked Estep 
Score: -22021590.000000 Penalty: 6004.164062
	Iteration 28Q: 3 clusters Score -2.202159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 180153 members 
Entering Unmasked Estep 
Score: -22021588.000000 Penalty: 6004.164062
	Iteration 29Q: 3 clusters Score -2.202159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 180153 members 
Entering Unmasked Estep 
Score: -22021576.000000 Penalty: 6004.164062
	Iteration 30Q: 3 clusters Score -2.202158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 180148 members 
Entering Unmasked Estep 
Score: -22021586.000000 Penalty: 6004.164062
	Iteration 31Q: 3 clusters Score -2.202159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 180144 members 
Entering Unmasked Estep 
Score: -22021586.000000 Penalty: 6004.164062
	Iteration 32Q: 3 clusters Score -2.202159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 180142 members 
Entering Unmasked Estep 
Score: -22021580.000000 Penalty: 6004.164062
	Iteration 33Q: 3 clusters Score -2.202158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 180142 members 
Entering Unmasked Estep 
Score: -22021580.000000 Penalty: 6004.164062
	Iteration 34F: 3 clusters Score -2.202158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -61605.167969 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -61605.17 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 305 members 
Entering Unmasked Estep 
Score: -60118.753906 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -60118.75 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -60396.828125 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -60396.83 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60536.257812 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -60536.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60665.585938 Penalty: 3186.735107
	Iteration 3F: 3 clusters Score -60665.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60771.632812 Penalty: 3186.735107
	Iteration 4F: 3 clusters Score -60771.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60853.097656 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -60853.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -60899.386719 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -60899.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -60927.894531 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -60927.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -60941.085938 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -60941.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -60948.585938 Penalty: 3186.735107
	Iteration 9Q: 3 clusters Score -60948.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -60968.707031 Penalty: 3186.735107
	Iteration 10Q: 3 clusters Score -60968.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -60992.765625 Penalty: 3186.735107
	Iteration 11Q: 3 clusters Score -60992.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -61007.351562 Penalty: 3186.735107
	Iteration 12Q: 3 clusters Score -61007.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -61022.265625 Penalty: 3186.735107
	Iteration 13Q: 3 clusters Score -61022.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -61026.019531 Penalty: 3186.735107
	Iteration 14Q: 3 clusters Score -61026.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -61026.019531 Penalty: 3186.735107
	Iteration 15F: 3 clusters Score -61026.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Entering Unmasked Estep 
Score: -426295.187500 Penalty: 2040.389038
	Iteration 0F: 2 clusters Score -426295.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -422619.593750 Penalty: 4080.778076
	Iteration 0F: 3 clusters Score -422619.6 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -423461.750000 Penalty: 4080.778076
	Iteration 1F: 3 clusters Score -423461.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -423649.687500 Penalty: 4080.778076
	Iteration 2F: 3 clusters Score -423649.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -423761.406250 Penalty: 4080.778076
	Iteration 3Q: 3 clusters Score -423761.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -423848.406250 Penalty: 4080.778076
	Iteration 4Q: 3 clusters Score -423848.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -423909.437500 Penalty: 4080.778076
	Iteration 5Q: 3 clusters Score -423909.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -423961.000000 Penalty: 4080.778076
	Iteration 6Q: 3 clusters Score -423961 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -424007.812500 Penalty: 4080.778076
	Iteration 7Q: 3 clusters Score -424007.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -424048.906250 Penalty: 4080.778076
	Iteration 8Q: 3 clusters Score -424048.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -424081.656250 Penalty: 4080.778076
	Iteration 9Q: 3 clusters Score -424081.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -424114.406250 Penalty: 4080.778076
	Iteration 10Q: 3 clusters Score -424114.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -424143.968750 Penalty: 4080.778076
	Iteration 11Q: 3 clusters Score -424144 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -424165.750000 Penalty: 4080.778076
	Iteration 12Q: 3 clusters Score -424165.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -424189.312500 Penalty: 4080.778076
	Iteration 13Q: 3 clusters Score -424189.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -424208.281250 Penalty: 4080.778076
	Iteration 14Q: 3 clusters Score -424208.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -424225.812500 Penalty: 4080.778076
	Iteration 15Q: 3 clusters Score -424225.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -424246.531250 Penalty: 4080.778076
	Iteration 16Q: 3 clusters Score -424246.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -424267.000000 Penalty: 4080.778076
	Iteration 17Q: 3 clusters Score -424267 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -424285.593750 Penalty: 4080.778076
	Iteration 18Q: 3 clusters Score -424285.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -424303.000000 Penalty: 4080.778076
	Iteration 19Q: 3 clusters Score -424303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -424314.406250 Penalty: 4080.778076
	Iteration 20F: 3 clusters Score -424314.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -424324.343750 Penalty: 4080.778076
	Iteration 21Q: 3 clusters Score -424324.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -424332.906250 Penalty: 4080.778076
	Iteration 22Q: 3 clusters Score -424332.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -424340.656250 Penalty: 4080.778076
	Iteration 23Q: 3 clusters Score -424340.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -424349.625000 Penalty: 4080.778076
	Iteration 24Q: 3 clusters Score -424349.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -424355.187500 Penalty: 4080.778076
	Iteration 25Q: 3 clusters Score -424355.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -424359.750000 Penalty: 4080.778076
	Iteration 26Q: 3 clusters Score -424359.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -424365.343750 Penalty: 4080.778076
	Iteration 27Q: 3 clusters Score -424365.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -424372.000000 Penalty: 4080.778076
	Iteration 28Q: 3 clusters Score -424372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -424378.875000 Penalty: 4080.778076
	Iteration 29Q: 3 clusters Score -424378.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -424385.062500 Penalty: 4080.778076
	Iteration 30Q: 3 clusters Score -424385.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -424392.687500 Penalty: 4080.778076
	Iteration 31Q: 3 clusters Score -424392.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -424397.781250 Penalty: 4080.778076
	Iteration 32Q: 3 clusters Score -424397.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -424403.125000 Penalty: 4080.778076
	Iteration 33Q: 3 clusters Score -424403.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -424413.531250 Penalty: 4080.778076
	Iteration 34Q: 3 clusters Score -424413.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -424428.093750 Penalty: 4080.778076
	Iteration 35Q: 3 clusters Score -424428.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -424443.125000 Penalty: 4080.778076
	Iteration 36Q: 3 clusters Score -424443.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -424464.656250 Penalty: 4080.778076
	Iteration 37Q: 3 clusters Score -424464.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -424482.093750 Penalty: 4080.778076
	Iteration 38Q: 3 clusters Score -424482.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -424494.906250 Penalty: 4080.778076
	Iteration 39Q: 3 clusters Score -424494.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -424508.656250 Penalty: 4080.778076
	Iteration 40F: 3 clusters Score -424508.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -424518.812500 Penalty: 4080.778076
	Iteration 41Q: 3 clusters Score -424518.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -424527.250000 Penalty: 4080.778076
	Iteration 42Q: 3 clusters Score -424527.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -424534.406250 Penalty: 4080.778076
	Iteration 43Q: 3 clusters Score -424534.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -424544.250000 Penalty: 4080.778076
	Iteration 44Q: 3 clusters Score -424544.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -424553.250000 Penalty: 4080.778076
	Iteration 45Q: 3 clusters Score -424553.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -424562.218750 Penalty: 4080.778076
	Iteration 46Q: 3 clusters Score -424562.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -424568.343750 Penalty: 4080.778076
	Iteration 47Q: 3 clusters Score -424568.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -424573.781250 Penalty: 4080.778076
	Iteration 48Q: 3 clusters Score -424573.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -424581.593750 Penalty: 4080.778076
	Iteration 49Q: 3 clusters Score -424581.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -424587.781250 Penalty: 4080.778076
	Iteration 50Q: 3 clusters Score -424587.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -424592.687500 Penalty: 4080.778076
	Iteration 51Q: 3 clusters Score -424592.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -424597.843750 Penalty: 4080.778076
	Iteration 52Q: 3 clusters Score -424597.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -424601.531250 Penalty: 4080.778076
	Iteration 53Q: 3 clusters Score -424601.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -424603.125000 Penalty: 4080.778076
	Iteration 54Q: 3 clusters Score -424603.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -424606.093750 Penalty: 4080.778076
	Iteration 55Q: 3 clusters Score -424606.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -424609.218750 Penalty: 4080.778076
	Iteration 56Q: 3 clusters Score -424609.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -424613.843750 Penalty: 4080.778076
	Iteration 57Q: 3 clusters Score -424613.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -424617.468750 Penalty: 4080.778076
	Iteration 58Q: 3 clusters Score -424617.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -424620.656250 Penalty: 4080.778076
	Iteration 59Q: 3 clusters Score -424620.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -424622.468750 Penalty: 4080.778076
	Iteration 60F: 3 clusters Score -424622.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -424625.812500 Penalty: 4080.778076
	Iteration 61Q: 3 clusters Score -424625.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -424626.125000 Penalty: 4080.778076
	Iteration 62Q: 3 clusters Score -424626.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -424626.125000 Penalty: 4080.778076
	Iteration 63F: 3 clusters Score -424626.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Entering Unmasked Estep 
Score: -298653.062500 Penalty: 1949.134521
	Iteration 0F: 2 clusters Score -298653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -295627.656250 Penalty: 3898.269043
	Iteration 0F: 3 clusters Score -295627.7 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -296177.562500 Penalty: 3898.269043
	Iteration 1F: 3 clusters Score -296177.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -296329.593750 Penalty: 3898.269043
	Iteration 2F: 3 clusters Score -296329.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -296434.312500 Penalty: 3898.269043
	Iteration 3F: 3 clusters Score -296434.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -296512.156250 Penalty: 3898.269043
	Iteration 4Q: 3 clusters Score -296512.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -296571.406250 Penalty: 3898.269043
	Iteration 5Q: 3 clusters Score -296571.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -296616.718750 Penalty: 3898.269043
	Iteration 6Q: 3 clusters Score -296616.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -296647.031250 Penalty: 3898.269043
	Iteration 7Q: 3 clusters Score -296647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -296671.031250 Penalty: 3898.269043
	Iteration 8Q: 3 clusters Score -296671 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -296690.781250 Penalty: 3898.269043
	Iteration 9Q: 3 clusters Score -296690.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -296711.250000 Penalty: 3898.269043
	Iteration 10Q: 3 clusters Score -296711.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -296728.593750 Penalty: 3898.269043
	Iteration 11Q: 3 clusters Score -296728.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -296742.625000 Penalty: 3898.269043
	Iteration 12Q: 3 clusters Score -296742.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -296757.812500 Penalty: 3898.269043
	Iteration 13Q: 3 clusters Score -296757.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -296771.187500 Penalty: 3898.269043
	Iteration 14Q: 3 clusters Score -296771.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -296778.750000 Penalty: 3898.269043
	Iteration 15Q: 3 clusters Score -296778.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -296789.531250 Penalty: 3898.269043
	Iteration 16Q: 3 clusters Score -296789.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -296795.562500 Penalty: 3898.269043
	Iteration 17Q: 3 clusters Score -296795.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -296802.468750 Penalty: 3898.269043
	Iteration 18Q: 3 clusters Score -296802.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -296805.312500 Penalty: 3898.269043
	Iteration 19Q: 3 clusters Score -296805.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -296808.906250 Penalty: 3898.269043
	Iteration 20F: 3 clusters Score -296808.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -296811.562500 Penalty: 3898.269043
	Iteration 21Q: 3 clusters Score -296811.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -296815.562500 Penalty: 3898.269043
	Iteration 22Q: 3 clusters Score -296815.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -296817.718750 Penalty: 3898.269043
	Iteration 23Q: 3 clusters Score -296817.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -296820.656250 Penalty: 3898.269043
	Iteration 24Q: 3 clusters Score -296820.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -296822.312500 Penalty: 3898.269043
	Iteration 25Q: 3 clusters Score -296822.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -296823.375000 Penalty: 3898.269043
	Iteration 26Q: 3 clusters Score -296823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -296823.750000 Penalty: 3898.269043
	Iteration 27Q: 3 clusters Score -296823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -296825.062500 Penalty: 3898.269043
	Iteration 28Q: 3 clusters Score -296825.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -296826.781250 Penalty: 3898.269043
	Iteration 29Q: 3 clusters Score -296826.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -296829.250000 Penalty: 3898.269043
	Iteration 30Q: 3 clusters Score -296829.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -296829.625000 Penalty: 3898.269043
	Iteration 31Q: 3 clusters Score -296829.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -296831.562500 Penalty: 3898.269043
	Iteration 32Q: 3 clusters Score -296831.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -296834.750000 Penalty: 3898.269043
	Iteration 33Q: 3 clusters Score -296834.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -296838.750000 Penalty: 3898.269043
	Iteration 34Q: 3 clusters Score -296838.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -296841.406250 Penalty: 3898.269043
	Iteration 35Q: 3 clusters Score -296841.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -296843.531250 Penalty: 3898.269043
	Iteration 36Q: 3 clusters Score -296843.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -296847.656250 Penalty: 3898.269043
	Iteration 37Q: 3 clusters Score -296847.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -296849.656250 Penalty: 3898.269043
	Iteration 38Q: 3 clusters Score -296849.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -296851.593750 Penalty: 3898.269043
	Iteration 39Q: 3 clusters Score -296851.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -296854.968750 Penalty: 3898.269043
	Iteration 40F: 3 clusters Score -296855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -296858.156250 Penalty: 3898.269043
	Iteration 41Q: 3 clusters Score -296858.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -296859.875000 Penalty: 3898.269043
	Iteration 42Q: 3 clusters Score -296859.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -296864.156250 Penalty: 3898.269043
	Iteration 43Q: 3 clusters Score -296864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -296865.875000 Penalty: 3898.269043
	Iteration 44Q: 3 clusters Score -296865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -296865.718750 Penalty: 3898.269043
	Iteration 45Q: 3 clusters Score -296865.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -296866.500000 Penalty: 3898.269043
	Iteration 46Q: 3 clusters Score -296866.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -296867.031250 Penalty: 3898.269043
	Iteration 47Q: 3 clusters Score -296867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -296867.031250 Penalty: 3898.269043
	Iteration 48F: 3 clusters Score -296867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 143264 members 
Mstep: Class 5 contains 228897 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47734 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16420 members 
Mstep: Class 11 contains 62148 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175802 members 
Mstep: Class 14 contains 180804 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305120.000000 Penalty: 57676.941406
Iteration 319Q: 18 clusters Score -1.043051e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 143323 members 
Mstep: Class 5 contains 228879 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47726 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16423 members 
Mstep: Class 11 contains 62146 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175795 members 
Mstep: Class 14 contains 180776 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305096.000000 Penalty: 57676.941406
Iteration 320F: 18 clusters Score -1.043051e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 143380 members 
Mstep: Class 5 contains 228858 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47723 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16425 members 
Mstep: Class 11 contains 62143 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175784 members 
Mstep: Class 14 contains 180756 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304992.000000 Penalty: 57676.941406
Iteration 321Q: 18 clusters Score -1.04305e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 143437 members 
Mstep: Class 5 contains 228849 members 
Mstep: Class 6 contains 4488 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47722 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16424 members 
Mstep: Class 11 contains 62138 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175771 members 
Mstep: Class 14 contains 180729 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304968.000000 Penalty: 57676.941406
Iteration 322Q: 18 clusters Score -1.04305e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 143496 members 
Mstep: Class 5 contains 228836 members 
Mstep: Class 6 contains 4488 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47721 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 11 contains 62132 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175759 members 
Mstep: Class 14 contains 180703 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304976.000000 Penalty: 57676.941406
Iteration 323Q: 18 clusters Score -1.04305e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 143556 members 
Mstep: Class 5 contains 228819 members 
Mstep: Class 6 contains 4488 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47715 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16424 members 
Mstep: Class 11 contains 62129 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175747 members 
Mstep: Class 14 contains 180678 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305016.000000 Penalty: 57676.941406
Iteration 324Q: 18 clusters Score -1.04305e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 143616 members 
Mstep: Class 5 contains 228801 members 
Mstep: Class 6 contains 4488 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47713 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 11 contains 62129 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175736 members 
Mstep: Class 14 contains 180651 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304968.000000 Penalty: 57676.941406
Iteration 325Q: 18 clusters Score -1.04305e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 143661 members 
Mstep: Class 5 contains 228786 members 
Mstep: Class 6 contains 4488 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47710 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 11 contains 62125 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175728 members 
Mstep: Class 14 contains 180636 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304912.000000 Penalty: 57676.941406
Iteration 326Q: 18 clusters Score -1.043049e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 143720 members 
Mstep: Class 5 contains 228774 members 
Mstep: Class 6 contains 4488 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47714 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16420 members 
Mstep: Class 11 contains 62125 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175708 members 
Mstep: Class 14 contains 180607 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305024.000000 Penalty: 57676.941406
Iteration 327Q: 18 clusters Score -1.04305e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 143770 members 
Mstep: Class 5 contains 228770 members 
Mstep: Class 6 contains 4488 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47712 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16419 members 
Mstep: Class 11 contains 62125 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175687 members 
Mstep: Class 14 contains 180585 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305136.000000 Penalty: 57676.941406
Iteration 328Q: 18 clusters Score -1.043051e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 143818 members 
Mstep: Class 5 contains 228762 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47711 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16419 members 
Mstep: Class 11 contains 62123 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175673 members 
Mstep: Class 14 contains 180561 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305088.000000 Penalty: 57676.941406
Iteration 329Q: 18 clusters Score -1.043051e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 143864 members 
Mstep: Class 5 contains 228753 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47711 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16421 members 
Mstep: Class 11 contains 62118 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175657 members 
Mstep: Class 14 contains 180543 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305136.000000 Penalty: 57676.941406
Iteration 330Q: 18 clusters Score -1.043051e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 143905 members 
Mstep: Class 5 contains 228743 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47709 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16425 members 
Mstep: Class 11 contains 62110 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175650 members 
Mstep: Class 14 contains 180525 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305152.000000 Penalty: 57676.941406
Iteration 331Q: 18 clusters Score -1.043052e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 143946 members 
Mstep: Class 5 contains 228730 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47710 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16428 members 
Mstep: Class 11 contains 62107 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175647 members 
Mstep: Class 14 contains 180499 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305128.000000 Penalty: 57676.941406
Iteration 332Q: 18 clusters Score -1.043051e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 143991 members 
Mstep: Class 5 contains 228713 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47710 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16430 members 
Mstep: Class 11 contains 62103 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175641 members 
Mstep: Class 14 contains 180478 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305072.000000 Penalty: 57676.941406
Iteration 333Q: 18 clusters Score -1.043051e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 144042 members 
Mstep: Class 5 contains 228700 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47709 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16429 members 
Mstep: Class 11 contains 62098 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175632 members 
Mstep: Class 14 contains 180455 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305112.000000 Penalty: 57676.941406
Iteration 334Q: 18 clusters Score -1.043051e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 144085 members 
Mstep: Class 5 contains 228687 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47712 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16429 members 
Mstep: Class 11 contains 62090 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175628 members 
Mstep: Class 14 contains 180434 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305104.000000 Penalty: 57676.941406
Iteration 335Q: 18 clusters Score -1.043051e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 144135 members 
Mstep: Class 5 contains 228680 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47712 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16433 members 
Mstep: Class 11 contains 62079 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175618 members 
Mstep: Class 14 contains 180408 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305024.000000 Penalty: 57676.941406
Iteration 336Q: 18 clusters Score -1.04305e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 144183 members 
Mstep: Class 5 contains 228665 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47713 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16438 members 
Mstep: Class 11 contains 62073 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175608 members 
Mstep: Class 14 contains 180385 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304984.000000 Penalty: 57676.941406
Iteration 337Q: 18 clusters Score -1.04305e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 144222 members 
Mstep: Class 5 contains 228657 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47710 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16440 members 
Mstep: Class 11 contains 62070 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175599 members 
Mstep: Class 14 contains 180367 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305024.000000 Penalty: 57676.941406
Iteration 338Q: 18 clusters Score -1.04305e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 144259 members 
Mstep: Class 5 contains 228638 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47710 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16442 members 
Mstep: Class 11 contains 62067 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175594 members 
Mstep: Class 14 contains 180356 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305032.000000 Penalty: 57676.941406
Iteration 339Q: 18 clusters Score -1.04305e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 144314 members 
Mstep: Class 5 contains 228612 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47708 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16442 members 
Mstep: Class 11 contains 62064 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175584 members 
Mstep: Class 14 contains 180342 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304920.000000 Penalty: 57676.941406
Iteration 340F: 18 clusters Score -1.043049e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 144367 members 
Mstep: Class 5 contains 228592 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47704 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16443 members 
Mstep: Class 11 contains 62057 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175569 members 
Mstep: Class 14 contains 180334 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304904.000000 Penalty: 57676.941406
Iteration 341Q: 18 clusters Score -1.043049e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 144412 members 
Mstep: Class 5 contains 228569 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47702 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16446 members 
Mstep: Class 11 contains 62054 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175570 members 
Mstep: Class 14 contains 180314 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304824.000000 Penalty: 57676.941406
Iteration 342Q: 18 clusters Score -1.043048e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 144457 members 
Mstep: Class 5 contains 228541 members 
Mstep: Class 6 contains 4488 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47700 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16448 members 
Mstep: Class 11 contains 62055 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175571 members 
Mstep: Class 14 contains 180296 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304784.000000 Penalty: 57676.941406
Iteration 343Q: 18 clusters Score -1.043048e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 144512 members 
Mstep: Class 5 contains 228516 members 
Mstep: Class 6 contains 4487 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47695 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16455 members 
Mstep: Class 11 contains 62049 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175564 members 
Mstep: Class 14 contains 180277 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304832.000000 Penalty: 57676.941406
Iteration 344Q: 18 clusters Score -1.043048e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 144576 members 
Mstep: Class 5 contains 228485 members 
Mstep: Class 6 contains 4487 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47693 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16460 members 
Mstep: Class 11 contains 62050 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175560 members 
Mstep: Class 14 contains 180244 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304840.000000 Penalty: 57676.941406
Iteration 345Q: 18 clusters Score -1.043048e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 144652 members 
Mstep: Class 5 contains 228458 members 
Mstep: Class 6 contains 4487 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47693 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16461 members 
Mstep: Class 11 contains 62044 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175546 members 
Mstep: Class 14 contains 180214 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304912.000000 Penalty: 57676.941406
Iteration 346Q: 18 clusters Score -1.043049e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 144734 members 
Mstep: Class 5 contains 228434 members 
Mstep: Class 6 contains 4487 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47692 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16462 members 
Mstep: Class 11 contains 62044 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175531 members 
Mstep: Class 14 contains 180171 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304952.000000 Penalty: 57676.941406
Iteration 347Q: 18 clusters Score -1.04305e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 144817 members 
Mstep: Class 5 contains 228410 members 
Mstep: Class 6 contains 4487 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47689 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16463 members 
Mstep: Class 11 contains 62041 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175520 members 
Mstep: Class 14 contains 180128 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304936.000000 Penalty: 57676.941406
Iteration 348Q: 18 clusters Score -1.043049e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 144886 members 
Mstep: Class 5 contains 228393 members 
Mstep: Class 6 contains 4486 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47688 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16462 members 
Mstep: Class 11 contains 62032 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175510 members 
Mstep: Class 14 contains 180098 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304864.000000 Penalty: 57676.941406
Iteration 349Q: 18 clusters Score -1.043049e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 144957 members 
Mstep: Class 5 contains 228364 members 
Mstep: Class 6 contains 4486 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47690 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16463 members 
Mstep: Class 11 contains 62027 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175499 members 
Mstep: Class 14 contains 180069 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304992.000000 Penalty: 57676.941406
Iteration 350Q: 18 clusters Score -1.04305e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 145019 members 
Mstep: Class 5 contains 228342 members 
Mstep: Class 6 contains 4486 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47687 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16464 members 
Mstep: Class 11 contains 62027 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175498 members 
Mstep: Class 14 contains 180033 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305112.000000 Penalty: 57676.941406
Iteration 351Q: 18 clusters Score -1.043051e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 145078 members 
Mstep: Class 5 contains 228317 members 
Mstep: Class 6 contains 4486 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47689 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16464 members 
Mstep: Class 11 contains 62029 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175495 members 
Mstep: Class 14 contains 179998 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304960.000000 Penalty: 57676.941406
Iteration 352Q: 18 clusters Score -1.04305e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 145134 members 
Mstep: Class 5 contains 228294 members 
Mstep: Class 6 contains 4486 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47692 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16464 members 
Mstep: Class 11 contains 62032 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175492 members 
Mstep: Class 14 contains 179962 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305056.000000 Penalty: 57676.941406
Iteration 353Q: 18 clusters Score -1.043051e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 145192 members 
Mstep: Class 5 contains 228278 members 
Mstep: Class 6 contains 4486 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47690 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16465 members 
Mstep: Class 11 contains 62035 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175485 members 
Mstep: Class 14 contains 179925 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305104.000000 Penalty: 57676.941406
Iteration 354Q: 18 clusters Score -1.043051e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 145261 members 
Mstep: Class 5 contains 228254 members 
Mstep: Class 6 contains 4486 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47690 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16466 members 
Mstep: Class 11 contains 62036 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175469 members 
Mstep: Class 14 contains 179894 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305096.000000 Penalty: 57676.941406
Iteration 355Q: 18 clusters Score -1.043051e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 145333 members 
Mstep: Class 5 contains 228232 members 
Mstep: Class 6 contains 4486 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47688 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16468 members 
Mstep: Class 11 contains 62032 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175451 members 
Mstep: Class 14 contains 179866 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305088.000000 Penalty: 57676.941406
Iteration 356Q: 18 clusters Score -1.043051e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 145411 members 
Mstep: Class 5 contains 228195 members 
Mstep: Class 6 contains 4486 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47686 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16468 members 
Mstep: Class 11 contains 62029 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175440 members 
Mstep: Class 14 contains 179841 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305232.000000 Penalty: 57676.941406
Iteration 357Q: 18 clusters Score -1.043052e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 145480 members 
Mstep: Class 5 contains 228175 members 
Mstep: Class 6 contains 4485 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47687 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16467 members 
Mstep: Class 11 contains 62023 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175433 members 
Mstep: Class 14 contains 179806 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305128.000000 Penalty: 57676.941406
Iteration 358Q: 18 clusters Score -1.043051e+08 nChanged 128
Entering ConstructFrom: 
Score: -104305128.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -89151.515625 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -89151.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -87322.109375 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -87322.11 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87567.187500 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -87567.19 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -87640.273438 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -87640.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -87662.507812 Penalty: 3361.147461
	Iteration 3Q: 3 clusters Score -87662.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -87687.742188 Penalty: 3361.147461
	Iteration 4Q: 3 clusters Score -87687.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -87701.187500 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -87701.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -87712.367188 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -87712.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -87716.953125 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -87716.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -87723.703125 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -87723.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -87726.039062 Penalty: 3361.147461
	Iteration 9Q: 3 clusters Score -87726.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -87726.039062 Penalty: 3361.147461
	Iteration 10F: 3 clusters Score -87726.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -291072.562500 Penalty: 1956.585815
	Iteration 0F: 2 clusters Score -291072.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -287994.375000 Penalty: 3913.171631
	Iteration 0F: 3 clusters Score -287994.4 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -288632.343750 Penalty: 3913.171631
	Iteration 1F: 3 clusters Score -288632.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -288808.031250 Penalty: 3913.171631
	Iteration 2F: 3 clusters Score -288808 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -288898.562500 Penalty: 3913.171631
	Iteration 3Q: 3 clusters Score -288898.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -288965.125000 Penalty: 3913.171631
	Iteration 4Q: 3 clusters Score -288965.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -289011.187500 Penalty: 3913.171631
	Iteration 5Q: 3 clusters Score -289011.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -289048.781250 Penalty: 3913.171631
	Iteration 6Q: 3 clusters Score -289048.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -289073.281250 Penalty: 3913.171631
	Iteration 7Q: 3 clusters Score -289073.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -289090.468750 Penalty: 3913.171631
	Iteration 8Q: 3 clusters Score -289090.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -289105.593750 Penalty: 3913.171631
	Iteration 9Q: 3 clusters Score -289105.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -289122.187500 Penalty: 3913.171631
	Iteration 10Q: 3 clusters Score -289122.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -289140.625000 Penalty: 3913.171631
	Iteration 11Q: 3 clusters Score -289140.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -289154.250000 Penalty: 3913.171631
	Iteration 12Q: 3 clusters Score -289154.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -289168.781250 Penalty: 3913.171631
	Iteration 13Q: 3 clusters Score -289168.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -289185.781250 Penalty: 3913.171631
	Iteration 14Q: 3 clusters Score -289185.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -289199.375000 Penalty: 3913.171631
	Iteration 15Q: 3 clusters Score -289199.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -289207.375000 Penalty: 3913.171631
	Iteration 16Q: 3 clusters Score -289207.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -289219.375000 Penalty: 3913.171631
	Iteration 17Q: 3 clusters Score -289219.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -289229.437500 Penalty: 3913.171631
	Iteration 18Q: 3 clusters Score -289229.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -289236.531250 Penalty: 3913.171631
	Iteration 19Q: 3 clusters Score -289236.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -289246.156250 Penalty: 3913.171631
	Iteration 20F: 3 clusters Score -289246.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -289257.218750 Penalty: 3913.171631
	Iteration 21Q: 3 clusters Score -289257.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -289268.187500 Penalty: 3913.171631
	Iteration 22Q: 3 clusters Score -289268.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -289280.000000 Penalty: 3913.171631
	Iteration 23Q: 3 clusters Score -289280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -289291.750000 Penalty: 3913.171631
	Iteration 24Q: 3 clusters Score -289291.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -289306.937500 Penalty: 3913.171631
	Iteration 25Q: 3 clusters Score -289306.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -289321.656250 Penalty: 3913.171631
	Iteration 26Q: 3 clusters Score -289321.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -289338.000000 Penalty: 3913.171631
	Iteration 27Q: 3 clusters Score -289338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -289351.656250 Penalty: 3913.171631
	Iteration 28Q: 3 clusters Score -289351.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -289369.000000 Penalty: 3913.171631
	Iteration 29Q: 3 clusters Score -289369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -289381.656250 Penalty: 3913.171631
	Iteration 30Q: 3 clusters Score -289381.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -289397.093750 Penalty: 3913.171631
	Iteration 31Q: 3 clusters Score -289397.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -289421.625000 Penalty: 3913.171631
	Iteration 32Q: 3 clusters Score -289421.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -289437.593750 Penalty: 3913.171631
	Iteration 33Q: 3 clusters Score -289437.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -289452.218750 Penalty: 3913.171631
	Iteration 34Q: 3 clusters Score -289452.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -289469.343750 Penalty: 3913.171631
	Iteration 35Q: 3 clusters Score -289469.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -289487.812500 Penalty: 3913.171631
	Iteration 36Q: 3 clusters Score -289487.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -289510.031250 Penalty: 3913.171631
	Iteration 37Q: 3 clusters Score -289510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -289535.500000 Penalty: 3913.171631
	Iteration 38Q: 3 clusters Score -289535.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -289560.312500 Penalty: 3913.171631
	Iteration 39Q: 3 clusters Score -289560.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -289579.156250 Penalty: 3913.171631
	Iteration 40F: 3 clusters Score -289579.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -289597.312500 Penalty: 3913.171631
	Iteration 41Q: 3 clusters Score -289597.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -289613.687500 Penalty: 3913.171631
	Iteration 42Q: 3 clusters Score -289613.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -289625.562500 Penalty: 3913.171631
	Iteration 43Q: 3 clusters Score -289625.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -289633.843750 Penalty: 3913.171631
	Iteration 44Q: 3 clusters Score -289633.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -289642.031250 Penalty: 3913.171631
	Iteration 45Q: 3 clusters Score -289642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -289650.281250 Penalty: 3913.171631
	Iteration 46Q: 3 clusters Score -289650.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -289660.593750 Penalty: 3913.171631
	Iteration 47Q: 3 clusters Score -289660.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -289669.156250 Penalty: 3913.171631
	Iteration 48Q: 3 clusters Score -289669.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -289673.750000 Penalty: 3913.171631
	Iteration 49Q: 3 clusters Score -289673.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -289680.437500 Penalty: 3913.171631
	Iteration 50Q: 3 clusters Score -289680.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -289684.000000 Penalty: 3913.171631
	Iteration 51Q: 3 clusters Score -289684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -289685.375000 Penalty: 3913.171631
	Iteration 52Q: 3 clusters Score -289685.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -289687.218750 Penalty: 3913.171631
	Iteration 53Q: 3 clusters Score -289687.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -289689.656250 Penalty: 3913.171631
	Iteration 54Q: 3 clusters Score -289689.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -289692.062500 Penalty: 3913.171631
	Iteration 55Q: 3 clusters Score -289692.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -289692.812500 Penalty: 3913.171631
	Iteration 56Q: 3 clusters Score -289692.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -289696.062500 Penalty: 3913.171631
	Iteration 57Q: 3 clusters Score -289696.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -289698.281250 Penalty: 3913.171631
	Iteration 58Q: 3 clusters Score -289698.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -289699.281250 Penalty: 3913.171631
	Iteration 59Q: 3 clusters Score -289699.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -289700.531250 Penalty: 3913.171631
	Iteration 60F: 3 clusters Score -289700.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -289700.781250 Penalty: 3913.171631
	Iteration 61Q: 3 clusters Score -289700.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -289702.375000 Penalty: 3913.171631
	Iteration 62Q: 3 clusters Score -289702.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -289702.406250 Penalty: 3913.171631
	Iteration 63Q: 3 clusters Score -289702.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -289703.468750 Penalty: 3913.171631
	Iteration 64Q: 3 clusters Score -289703.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -289703.625000 Penalty: 3913.171631
	Iteration 65Q: 3 clusters Score -289703.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -289704.250000 Penalty: 3913.171631
	Iteration 66Q: 3 clusters Score -289704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -289704.531250 Penalty: 3913.171631
	Iteration 67Q: 3 clusters Score -289704.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -289705.281250 Penalty: 3913.171631
	Iteration 68Q: 3 clusters Score -289705.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -289705.281250 Penalty: 3913.171631
	Iteration 69F: 3 clusters Score -289705.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -33947.292969 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -33947.29 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 190 members 
Entering Unmasked Estep 
Score: -32778.484375 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -32778.48 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33066.042969 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -33066.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -33228.441406 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -33228.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -33333.562500 Penalty: 2992.410889
	Iteration 3F: 3 clusters Score -33333.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -33371.187500 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -33371.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -33392.250000 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -33392.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -33406.687500 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -33406.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -33409.644531 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -33409.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -33409.644531 Penalty: 2992.410889
	Iteration 8F: 3 clusters Score -33409.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (145554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145554 members 
Entering Unmasked Estep 
Score: -17731742.000000 Penalty: 2948.299072
	Iteration 0F: 2 clusters Score -1.773174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72877 members 
Mstep: Class 2 contains 72677 members 
Entering Unmasked Estep 
Score: -17634408.000000 Penalty: 5896.598145
	Iteration 0F: 3 clusters Score -1.763441e+07 nChanged 69348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73831 members 
Mstep: Class 2 contains 71723 members 
Entering Unmasked Estep 
Score: -17674696.000000 Penalty: 5896.598145
	Iteration 1F: 3 clusters Score -1.76747e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 71146 members 
Entering Unmasked Estep 
Score: -17676012.000000 Penalty: 5896.598145
	Iteration 2Q: 3 clusters Score -1.767601e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75319 members 
Mstep: Class 2 contains 70235 members 
Entering Unmasked Estep 
Score: -17677804.000000 Penalty: 5896.598145
	Iteration 3Q: 3 clusters Score -1.76778e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76548 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -17680516.000000 Penalty: 5896.598145
	Iteration 4Q: 3 clusters Score -1.768052e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77884 members 
Mstep: Class 2 contains 67670 members 
Entering Unmasked Estep 
Score: -17684450.000000 Penalty: 5896.598145
	Iteration 5Q: 3 clusters Score -1.768445e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 66473 members 
Entering Unmasked Estep 
Score: -17689844.000000 Penalty: 5896.598145
	Iteration 6F: 3 clusters Score -1.768984e+07 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79722 members 
Mstep: Class 2 contains 65832 members 
Entering Unmasked Estep 
Score: -17696908.000000 Penalty: 5896.598145
	Iteration 7F: 3 clusters Score -1.769691e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79627 members 
Mstep: Class 2 contains 65927 members 
Entering Unmasked Estep 
Score: -17704526.000000 Penalty: 5896.598145
	Iteration 8F: 3 clusters Score -1.770453e+07 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78820 members 
Mstep: Class 2 contains 66734 members 
Entering Unmasked Estep 
Score: -17710000.000000 Penalty: 5896.598145
	Iteration 9F: 3 clusters Score -1.771e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78059 members 
Mstep: Class 2 contains 67495 members 
Entering Unmasked Estep 
Score: -17712450.000000 Penalty: 5896.598145
	Iteration 10Q: 3 clusters Score -1.771245e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 68010 members 
Entering Unmasked Estep 
Score: -17713292.000000 Penalty: 5896.598145
	Iteration 11Q: 3 clusters Score -1.771329e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 68397 members 
Entering Unmasked Estep 
Score: -17713802.000000 Penalty: 5896.598145
	Iteration 12Q: 3 clusters Score -1.77138e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 68853 members 
Entering Unmasked Estep 
Score: -17714188.000000 Penalty: 5896.598145
	Iteration 13Q: 3 clusters Score -1.771419e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76255 members 
Mstep: Class 2 contains 69299 members 
Entering Unmasked Estep 
Score: -17714580.000000 Penalty: 5896.598145
	Iteration 14Q: 3 clusters Score -1.771458e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75840 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -17714838.000000 Penalty: 5896.598145
	Iteration 15Q: 3 clusters Score -1.771484e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75446 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -17715034.000000 Penalty: 5896.598145
	Iteration 16Q: 3 clusters Score -1.771503e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75060 members 
Mstep: Class 2 contains 70494 members 
Entering Unmasked Estep 
Score: -17715284.000000 Penalty: 5896.598145
	Iteration 17Q: 3 clusters Score -1.771528e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -17715514.000000 Penalty: 5896.598145
	Iteration 18Q: 3 clusters Score -1.771551e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74231 members 
Mstep: Class 2 contains 71323 members 
Entering Unmasked Estep 
Score: -17715688.000000 Penalty: 5896.598145
	Iteration 19Q: 3 clusters Score -1.771569e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73814 members 
Mstep: Class 2 contains 71740 members 
Entering Unmasked Estep 
Score: -17715790.000000 Penalty: 5896.598145
	Iteration 20F: 3 clusters Score -1.771579e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -17715914.000000 Penalty: 5896.598145
	Iteration 21Q: 3 clusters Score -1.771591e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72797 members 
Mstep: Class 2 contains 72757 members 
Entering Unmasked Estep 
Score: -17716006.000000 Penalty: 5896.598145
	Iteration 22Q: 3 clusters Score -1.771601e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72305 members 
Mstep: Class 2 contains 73249 members 
Entering Unmasked Estep 
Score: -17716086.000000 Penalty: 5896.598145
	Iteration 23Q: 3 clusters Score -1.771609e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71803 members 
Mstep: Class 2 contains 73751 members 
Entering Unmasked Estep 
Score: -17716184.000000 Penalty: 5896.598145
	Iteration 24Q: 3 clusters Score -1.771618e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71312 members 
Mstep: Class 2 contains 74242 members 
Entering Unmasked Estep 
Score: -17716218.000000 Penalty: 5896.598145
	Iteration 25Q: 3 clusters Score -1.771622e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70818 members 
Mstep: Class 2 contains 74736 members 
Entering Unmasked Estep 
Score: -17716242.000000 Penalty: 5896.598145
	Iteration 26Q: 3 clusters Score -1.771624e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 75260 members 
Entering Unmasked Estep 
Score: -17716306.000000 Penalty: 5896.598145
	Iteration 27Q: 3 clusters Score -1.771631e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69703 members 
Mstep: Class 2 contains 75851 members 
Entering Unmasked Estep 
Score: -17716378.000000 Penalty: 5896.598145
	Iteration 28Q: 3 clusters Score -1.771638e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69093 members 
Mstep: Class 2 contains 76461 members 
Entering Unmasked Estep 
Score: -17716538.000000 Penalty: 5896.598145
	Iteration 29Q: 3 clusters Score -1.771654e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68391 members 
Mstep: Class 2 contains 77163 members 
Entering Unmasked Estep 
Score: -17716678.000000 Penalty: 5896.598145
	Iteration 30Q: 3 clusters Score -1.771668e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 77885 members 
Entering Unmasked Estep 
Score: -17716720.000000 Penalty: 5896.598145
	Iteration 31Q: 3 clusters Score -1.771672e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66966 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
Score: -17716786.000000 Penalty: 5896.598145
	Iteration 32Q: 3 clusters Score -1.771679e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -17716782.000000 Penalty: 5896.598145
	Iteration 33Q: 3 clusters Score -1.771678e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 80113 members 
Entering Unmasked Estep 
Score: -17716798.000000 Penalty: 5896.598145
	Iteration 34Q: 3 clusters Score -1.77168e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64613 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -17716844.000000 Penalty: 5896.598145
	Iteration 35Q: 3 clusters Score -1.771684e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
Score: -17716900.000000 Penalty: 5896.598145
	Iteration 36Q: 3 clusters Score -1.77169e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Mstep: Class 2 contains 82708 members 
Entering Unmasked Estep 
Score: -17716930.000000 Penalty: 5896.598145
	Iteration 37Q: 3 clusters Score -1.771693e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 83662 members 
Entering Unmasked Estep 
Score: -17716986.000000 Penalty: 5896.598145
	Iteration 38Q: 3 clusters Score -1.771699e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60919 members 
Mstep: Class 2 contains 84635 members 
Entering Unmasked Estep 
Score: -17717162.000000 Penalty: 5896.598145
	Iteration 39Q: 3 clusters Score -1.771716e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 85657 members 
Entering Unmasked Estep 
Score: -17717288.000000 Penalty: 5896.598145
	Iteration 40F: 3 clusters Score -1.771729e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 86765 members 
Entering Unmasked Estep 
Score: -17717360.000000 Penalty: 5896.598145
	Iteration 41Q: 3 clusters Score -1.771736e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57639 members 
Mstep: Class 2 contains 87915 members 
Entering Unmasked Estep 
Score: -17717452.000000 Penalty: 5896.598145
	Iteration 42Q: 3 clusters Score -1.771745e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 89131 members 
Entering Unmasked Estep 
Score: -17717604.000000 Penalty: 5896.598145
	Iteration 43Q: 3 clusters Score -1.77176e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 90406 members 
Entering Unmasked Estep 
Score: -17717728.000000 Penalty: 5896.598145
	Iteration 44Q: 3 clusters Score -1.771773e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 91757 members 
Entering Unmasked Estep 
Score: -17718004.000000 Penalty: 5896.598145
	Iteration 45Q: 3 clusters Score -1.7718e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 93226 members 
Entering Unmasked Estep 
Score: -17718222.000000 Penalty: 5896.598145
	Iteration 46Q: 3 clusters Score -1.771822e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 94754 members 
Entering Unmasked Estep 
Score: -17718486.000000 Penalty: 5896.598145
	Iteration 47Q: 3 clusters Score -1.771849e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 96262 members 
Entering Unmasked Estep 
Score: -17718714.000000 Penalty: 5896.598145
	Iteration 48Q: 3 clusters Score -1.771871e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 97725 members 
Entering Unmasked Estep 
Score: -17719032.000000 Penalty: 5896.598145
	Iteration 49Q: 3 clusters Score -1.771903e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 99191 members 
Entering Unmasked Estep 
Score: -17719336.000000 Penalty: 5896.598145
	Iteration 50Q: 3 clusters Score -1.771934e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 100743 members 
Entering Unmasked Estep 
Score: -17719620.000000 Penalty: 5896.598145
	Iteration 51Q: 3 clusters Score -1.771962e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 102352 members 
Entering Unmasked Estep 
Score: -17719930.000000 Penalty: 5896.598145
	Iteration 52Q: 3 clusters Score -1.771993e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 104034 members 
Entering Unmasked Estep 
Score: -17720280.000000 Penalty: 5896.598145
	Iteration 53Q: 3 clusters Score -1.772028e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 105730 members 
Entering Unmasked Estep 
Score: -17720538.000000 Penalty: 5896.598145
	Iteration 54Q: 3 clusters Score -1.772054e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 107452 members 
Entering Unmasked Estep 
Score: -17720884.000000 Penalty: 5896.598145
	Iteration 55Q: 3 clusters Score -1.772088e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 109202 members 
Entering Unmasked Estep 
Score: -17721154.000000 Penalty: 5896.598145
	Iteration 56Q: 3 clusters Score -1.772115e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 110951 members 
Entering Unmasked Estep 
Score: -17721490.000000 Penalty: 5896.598145
	Iteration 57Q: 3 clusters Score -1.772149e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 112689 members 
Entering Unmasked Estep 
Score: -17721906.000000 Penalty: 5896.598145
	Iteration 58Q: 3 clusters Score -1.772191e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 114440 members 
Entering Unmasked Estep 
Score: -17722372.000000 Penalty: 5896.598145
	Iteration 59Q: 3 clusters Score -1.772237e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 116150 members 
Entering Unmasked Estep 
Score: -17722824.000000 Penalty: 5896.598145
	Iteration 60F: 3 clusters Score -1.772282e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 117782 members 
Entering Unmasked Estep 
Score: -17723230.000000 Penalty: 5896.598145
	Iteration 61Q: 3 clusters Score -1.772323e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 119436 members 
Entering Unmasked Estep 
Score: -17723728.000000 Penalty: 5896.598145
	Iteration 62Q: 3 clusters Score -1.772373e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 121047 members 
Entering Unmasked Estep 
Score: -17724132.000000 Penalty: 5896.598145
	Iteration 63Q: 3 clusters Score -1.772413e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 122612 members 
Entering Unmasked Estep 
Score: -17724554.000000 Penalty: 5896.598145
	Iteration 64Q: 3 clusters Score -1.772455e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 124105 members 
Entering Unmasked Estep 
Score: -17724886.000000 Penalty: 5896.598145
	Iteration 65Q: 3 clusters Score -1.772489e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 125579 members 
Entering Unmasked Estep 
Score: -17725304.000000 Penalty: 5896.598145
	Iteration 66Q: 3 clusters Score -1.77253e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 126957 members 
Entering Unmasked Estep 
Score: -17725720.000000 Penalty: 5896.598145
	Iteration 67Q: 3 clusters Score -1.772572e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 128314 members 
Entering Unmasked Estep 
Score: -17726076.000000 Penalty: 5896.598145
	Iteration 68Q: 3 clusters Score -1.772608e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 129530 members 
Entering Unmasked Estep 
Score: -17726386.000000 Penalty: 5896.598145
	Iteration 69Q: 3 clusters Score -1.772639e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 130685 members 
Entering Unmasked Estep 
Score: -17726780.000000 Penalty: 5896.598145
	Iteration 70Q: 3 clusters Score -1.772678e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 131815 members 
Entering Unmasked Estep 
Score: -17727108.000000 Penalty: 5896.598145
	Iteration 71Q: 3 clusters Score -1.772711e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 132874 members 
Entering Unmasked Estep 
Score: -17727382.000000 Penalty: 5896.598145
	Iteration 72Q: 3 clusters Score -1.772738e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 133883 members 
Entering Unmasked Estep 
Score: -17727574.000000 Penalty: 5896.598145
	Iteration 73Q: 3 clusters Score -1.772757e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 134778 members 
Entering Unmasked Estep 
Score: -17727850.000000 Penalty: 5896.598145
	Iteration 74Q: 3 clusters Score -1.772785e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 135584 members 
Entering Unmasked Estep 
Score: -17728104.000000 Penalty: 5896.598145
	Iteration 75Q: 3 clusters Score -1.77281e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 136342 members 
Entering Unmasked Estep 
Score: -17728292.000000 Penalty: 5896.598145
	Iteration 76Q: 3 clusters Score -1.772829e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 137070 members 
Entering Unmasked Estep 
Score: -17728556.000000 Penalty: 5896.598145
	Iteration 77Q: 3 clusters Score -1.772856e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 137744 members 
Entering Unmasked Estep 
Score: -17728710.000000 Penalty: 5896.598145
	Iteration 78Q: 3 clusters Score -1.772871e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 138321 members 
Entering Unmasked Estep 
Score: -17728846.000000 Penalty: 5896.598145
	Iteration 79Q: 3 clusters Score -1.772885e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 138816 members 
Entering Unmasked Estep 
Score: -17728994.000000 Penalty: 5896.598145
	Iteration 80F: 3 clusters Score -1.772899e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 139268 members 
Entering Unmasked Estep 
Score: -17729082.000000 Penalty: 5896.598145
	Iteration 81Q: 3 clusters Score -1.772908e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 139679 members 
Entering Unmasked Estep 
Score: -17729194.000000 Penalty: 5896.598145
	Iteration 82Q: 3 clusters Score -1.772919e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 140074 members 
Entering Unmasked Estep 
Score: -17729314.000000 Penalty: 5896.598145
	Iteration 83Q: 3 clusters Score -1.772931e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 140417 members 
Entering Unmasked Estep 
Score: -17729390.000000 Penalty: 5896.598145
	Iteration 84Q: 3 clusters Score -1.772939e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 140722 members 
Entering Unmasked Estep 
Score: -17729466.000000 Penalty: 5896.598145
	Iteration 85Q: 3 clusters Score -1.772947e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 140972 members 
Entering Unmasked Estep 
Score: -17729536.000000 Penalty: 5896.598145
	Iteration 86Q: 3 clusters Score -1.772954e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 141187 members 
Entering Unmasked Estep 
Score: -17729592.000000 Penalty: 5896.598145
	Iteration 87Q: 3 clusters Score -1.772959e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 141363 members 
Entering Unmasked Estep 
Score: -17729604.000000 Penalty: 5896.598145
	Iteration 88Q: 3 clusters Score -1.77296e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 141533 members 
Entering Unmasked Estep 
Score: -17729622.000000 Penalty: 5896.598145
	Iteration 89Q: 3 clusters Score -1.772962e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 141693 members 
Entering Unmasked Estep 
Score: -17729650.000000 Penalty: 5896.598145
	Iteration 90Q: 3 clusters Score -1.772965e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 141825 members 
Entering Unmasked Estep 
Score: -17729686.000000 Penalty: 5896.598145
	Iteration 91Q: 3 clusters Score -1.772969e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 141949 members 
Entering Unmasked Estep 
Score: -17729700.000000 Penalty: 5896.598145
	Iteration 92Q: 3 clusters Score -1.77297e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 142059 members 
Entering Unmasked Estep 
Score: -17729732.000000 Penalty: 5896.598145
	Iteration 93Q: 3 clusters Score -1.772973e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 142150 members 
Entering Unmasked Estep 
Score: -17729718.000000 Penalty: 5896.598145
	Iteration 94Q: 3 clusters Score -1.772972e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 142224 members 
Entering Unmasked Estep 
Score: -17729744.000000 Penalty: 5896.598145
	Iteration 95Q: 3 clusters Score -1.772974e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 142298 members 
Entering Unmasked Estep 
Score: -17729774.000000 Penalty: 5896.598145
	Iteration 96Q: 3 clusters Score -1.772977e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 142364 members 
Entering Unmasked Estep 
Score: -17729764.000000 Penalty: 5896.598145
	Iteration 97Q: 3 clusters Score -1.772976e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 142422 members 
Entering Unmasked Estep 
Score: -17729766.000000 Penalty: 5896.598145
	Iteration 98Q: 3 clusters Score -1.772977e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 142477 members 
Entering Unmasked Estep 
Score: -17729768.000000 Penalty: 5896.598145
	Iteration 99Q: 3 clusters Score -1.772977e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 142527 members 
Entering Unmasked Estep 
Score: -17729762.000000 Penalty: 5896.598145
	Iteration 100F: 3 clusters Score -1.772976e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 142571 members 
Entering Unmasked Estep 
Score: -17729776.000000 Penalty: 5896.598145
	Iteration 101Q: 3 clusters Score -1.772978e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 142613 members 
Entering Unmasked Estep 
Score: -17729786.000000 Penalty: 5896.598145
	Iteration 102Q: 3 clusters Score -1.772979e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 142650 members 
Entering Unmasked Estep 
Score: -17729798.000000 Penalty: 5896.598145
	Iteration 103Q: 3 clusters Score -1.77298e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 142683 members 
Entering Unmasked Estep 
Score: -17729806.000000 Penalty: 5896.598145
	Iteration 104Q: 3 clusters Score -1.772981e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 142718 members 
Entering Unmasked Estep 
Score: -17729812.000000 Penalty: 5896.598145
	Iteration 105Q: 3 clusters Score -1.772981e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 142752 members 
Entering Unmasked Estep 
Score: -17729830.000000 Penalty: 5896.598145
	Iteration 106Q: 3 clusters Score -1.772983e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 142784 members 
Entering Unmasked Estep 
Score: -17729830.000000 Penalty: 5896.598145
	Iteration 107Q: 3 clusters Score -1.772983e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 142825 members 
Entering Unmasked Estep 
Score: -17729838.000000 Penalty: 5896.598145
	Iteration 108Q: 3 clusters Score -1.772984e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 142860 members 
Entering Unmasked Estep 
Score: -17729834.000000 Penalty: 5896.598145
	Iteration 109Q: 3 clusters Score -1.772983e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 142895 members 
Entering Unmasked Estep 
Score: -17729892.000000 Penalty: 5896.598145
	Iteration 110Q: 3 clusters Score -1.772989e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 142926 members 
Entering Unmasked Estep 
Score: -17729890.000000 Penalty: 5896.598145
	Iteration 111Q: 3 clusters Score -1.772989e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 142959 members 
Entering Unmasked Estep 
Score: -17729918.000000 Penalty: 5896.598145
	Iteration 112Q: 3 clusters Score -1.772992e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 142990 members 
Entering Unmasked Estep 
Score: -17729926.000000 Penalty: 5896.598145
	Iteration 113Q: 3 clusters Score -1.772993e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 143013 members 
Entering Unmasked Estep 
Score: -17729924.000000 Penalty: 5896.598145
	Iteration 114Q: 3 clusters Score -1.772992e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 143032 members 
Entering Unmasked Estep 
Score: -17729914.000000 Penalty: 5896.598145
	Iteration 115Q: 3 clusters Score -1.772991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 143050 members 
Entering Unmasked Estep 
Score: -17729920.000000 Penalty: 5896.598145
	Iteration 116Q: 3 clusters Score -1.772992e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 143077 members 
Entering Unmasked Estep 
Score: -17729902.000000 Penalty: 5896.598145
	Iteration 117Q: 3 clusters Score -1.77299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 143094 members 
Entering Unmasked Estep 
Score: -17729912.000000 Penalty: 5896.598145
	Iteration 118Q: 3 clusters Score -1.772991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 143108 members 
Entering Unmasked Estep 
Score: -17729900.000000 Penalty: 5896.598145
	Iteration 119Q: 3 clusters Score -1.77299e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 143126 members 
Entering Unmasked Estep 
Score: -17729910.000000 Penalty: 5896.598145
	Iteration 120F: 3 clusters Score -1.772991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 143133 members 
Entering Unmasked Estep 
Score: -17729908.000000 Penalty: 5896.598145
	Iteration 121Q: 3 clusters Score -1.772991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 143143 members 
Entering Unmasked Estep 
Score: -17729918.000000 Penalty: 5896.598145
	Iteration 122Q: 3 clusters Score -1.772992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 143150 members 
Entering Unmasked Estep 
Score: -17729924.000000 Penalty: 5896.598145
	Iteration 123Q: 3 clusters Score -1.772992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 143159 members 
Entering Unmasked Estep 
Score: -17729920.000000 Penalty: 5896.598145
	Iteration 124Q: 3 clusters Score -1.772992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 143165 members 
Entering Unmasked Estep 
Score: -17729914.000000 Penalty: 5896.598145
	Iteration 125Q: 3 clusters Score -1.772991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 143170 members 
Entering Unmasked Estep 
Score: -17729904.000000 Penalty: 5896.598145
	Iteration 126Q: 3 clusters Score -1.77299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 143172 members 
Entering Unmasked Estep 
Score: -17729928.000000 Penalty: 5896.598145
	Iteration 127Q: 3 clusters Score -1.772993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 143174 members 
Entering Unmasked Estep 
Score: -17729926.000000 Penalty: 5896.598145
	Iteration 128Q: 3 clusters Score -1.772993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 143174 members 
Entering Unmasked Estep 
Score: -17729926.000000 Penalty: 5896.598145
	Iteration 129F: 3 clusters Score -1.772993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (228154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228154 members 
Entering Unmasked Estep 
Score: -27611806.000000 Penalty: 3059.768555
	Iteration 0F: 2 clusters Score -2.761181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114268 members 
Mstep: Class 2 contains 113886 members 
Entering Unmasked Estep 
Score: -27462616.000000 Penalty: 6119.537109
	Iteration 0F: 3 clusters Score -2.746262e+07 nChanged 110282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 109364 members 
Entering Unmasked Estep 
Score: -27528432.000000 Penalty: 6119.537109
	Iteration 1F: 3 clusters Score -2.752843e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121643 members 
Mstep: Class 2 contains 106511 members 
Entering Unmasked Estep 
Score: -27529944.000000 Penalty: 6119.537109
	Iteration 2Q: 3 clusters Score -2.752994e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126005 members 
Mstep: Class 2 contains 102149 members 
Entering Unmasked Estep 
Score: -27532650.000000 Penalty: 6119.537109
	Iteration 3Q: 3 clusters Score -2.753265e+07 nChanged 10121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132498 members 
Mstep: Class 2 contains 95656 members 
Entering Unmasked Estep 
Score: -27537052.000000 Penalty: 6119.537109
	Iteration 4Q: 3 clusters Score -2.753705e+07 nChanged 12915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141723 members 
Mstep: Class 2 contains 86431 members 
Entering Unmasked Estep 
Score: -27544612.000000 Penalty: 6119.537109
	Iteration 5F: 3 clusters Score -2.754461e+07 nChanged 15662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153495 members 
Mstep: Class 2 contains 74659 members 
Entering Unmasked Estep 
Score: -27556446.000000 Penalty: 6119.537109
	Iteration 6F: 3 clusters Score -2.755645e+07 nChanged 16480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165975 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -27570326.000000 Penalty: 6119.537109
	Iteration 7F: 3 clusters Score -2.757033e+07 nChanged 14252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176153 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -27582460.000000 Penalty: 6119.537109
	Iteration 8F: 3 clusters Score -2.758246e+07 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183050 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -27590054.000000 Penalty: 6119.537109
	Iteration 9Q: 3 clusters Score -2.759005e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188121 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -27593798.000000 Penalty: 6119.537109
	Iteration 10Q: 3 clusters Score -2.75938e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192580 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -27595954.000000 Penalty: 6119.537109
	Iteration 11Q: 3 clusters Score -2.759595e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196842 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -27598194.000000 Penalty: 6119.537109
	Iteration 12Q: 3 clusters Score -2.759819e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200906 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -27599970.000000 Penalty: 6119.537109
	Iteration 13Q: 3 clusters Score -2.759997e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204638 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -27601824.000000 Penalty: 6119.537109
	Iteration 14Q: 3 clusters Score -2.760182e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208079 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -27603434.000000 Penalty: 6119.537109
	Iteration 15Q: 3 clusters Score -2.760343e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211150 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -27604988.000000 Penalty: 6119.537109
	Iteration 16Q: 3 clusters Score -2.760499e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213829 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -27606034.000000 Penalty: 6119.537109
	Iteration 17Q: 3 clusters Score -2.760603e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216053 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -27606798.000000 Penalty: 6119.537109
	Iteration 18Q: 3 clusters Score -2.76068e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217857 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -27607442.000000 Penalty: 6119.537109
	Iteration 19Q: 3 clusters Score -2.760744e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219296 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -27608130.000000 Penalty: 6119.537109
	Iteration 20F: 3 clusters Score -2.760813e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220477 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -27608552.000000 Penalty: 6119.537109
	Iteration 21Q: 3 clusters Score -2.760855e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221416 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -27608750.000000 Penalty: 6119.537109
	Iteration 22Q: 3 clusters Score -2.760875e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222201 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -27608966.000000 Penalty: 6119.537109
	Iteration 23Q: 3 clusters Score -2.760897e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222853 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -27609024.000000 Penalty: 6119.537109
	Iteration 24Q: 3 clusters Score -2.760902e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223387 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -27609114.000000 Penalty: 6119.537109
	Iteration 25Q: 3 clusters Score -2.760911e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223836 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -27609206.000000 Penalty: 6119.537109
	Iteration 26Q: 3 clusters Score -2.760921e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224227 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -27609314.000000 Penalty: 6119.537109
	Iteration 27Q: 3 clusters Score -2.760931e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224545 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -27609424.000000 Penalty: 6119.537109
	Iteration 28Q: 3 clusters Score -2.760942e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224816 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -27609424.000000 Penalty: 6119.537109
	Iteration 29Q: 3 clusters Score -2.760942e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225066 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -27609442.000000 Penalty: 6119.537109
	Iteration 30Q: 3 clusters Score -2.760944e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225257 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -27609514.000000 Penalty: 6119.537109
	Iteration 31Q: 3 clusters Score -2.760951e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225405 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -27609496.000000 Penalty: 6119.537109
	Iteration 32Q: 3 clusters Score -2.76095e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225542 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -27609542.000000 Penalty: 6119.537109
	Iteration 33Q: 3 clusters Score -2.760954e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225653 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -27609510.000000 Penalty: 6119.537109
	Iteration 34Q: 3 clusters Score -2.760951e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225763 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -27609484.000000 Penalty: 6119.537109
	Iteration 35Q: 3 clusters Score -2.760948e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225856 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -27609444.000000 Penalty: 6119.537109
	Iteration 36Q: 3 clusters Score -2.760944e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225925 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -27609468.000000 Penalty: 6119.537109
	Iteration 37Q: 3 clusters Score -2.760947e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225993 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -27609478.000000 Penalty: 6119.537109
	Iteration 38Q: 3 clusters Score -2.760948e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226057 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -27609486.000000 Penalty: 6119.537109
	Iteration 39Q: 3 clusters Score -2.760949e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226123 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -27609468.000000 Penalty: 6119.537109
	Iteration 40F: 3 clusters Score -2.760947e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226188 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -27609468.000000 Penalty: 6119.537109
	Iteration 41Q: 3 clusters Score -2.760947e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226246 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -27609502.000000 Penalty: 6119.537109
	Iteration 42Q: 3 clusters Score -2.76095e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226303 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -27609498.000000 Penalty: 6119.537109
	Iteration 43Q: 3 clusters Score -2.76095e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226340 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -27609468.000000 Penalty: 6119.537109
	Iteration 44Q: 3 clusters Score -2.760947e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226372 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -27609476.000000 Penalty: 6119.537109
	Iteration 45Q: 3 clusters Score -2.760948e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226406 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -27609466.000000 Penalty: 6119.537109
	Iteration 46Q: 3 clusters Score -2.760947e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226441 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -27609464.000000 Penalty: 6119.537109
	Iteration 47Q: 3 clusters Score -2.760946e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226472 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -27609474.000000 Penalty: 6119.537109
	Iteration 48Q: 3 clusters Score -2.760947e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226498 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -27609462.000000 Penalty: 6119.537109
	Iteration 49Q: 3 clusters Score -2.760946e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226518 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -27609476.000000 Penalty: 6119.537109
	Iteration 50Q: 3 clusters Score -2.760948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226538 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -27609492.000000 Penalty: 6119.537109
	Iteration 51Q: 3 clusters Score -2.760949e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226549 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -27609494.000000 Penalty: 6119.537109
	Iteration 52Q: 3 clusters Score -2.760949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226565 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -27609486.000000 Penalty: 6119.537109
	Iteration 53Q: 3 clusters Score -2.760949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226581 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -27609464.000000 Penalty: 6119.537109
	Iteration 54Q: 3 clusters Score -2.760946e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226603 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -27609446.000000 Penalty: 6119.537109
	Iteration 55Q: 3 clusters Score -2.760945e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226626 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -27609472.000000 Penalty: 6119.537109
	Iteration 56Q: 3 clusters Score -2.760947e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226643 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -27609476.000000 Penalty: 6119.537109
	Iteration 57Q: 3 clusters Score -2.760948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226659 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -27609460.000000 Penalty: 6119.537109
	Iteration 58Q: 3 clusters Score -2.760946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226672 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -27609492.000000 Penalty: 6119.537109
	Iteration 59Q: 3 clusters Score -2.760949e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226689 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -27609490.000000 Penalty: 6119.537109
	Iteration 60F: 3 clusters Score -2.760949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226699 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -27609498.000000 Penalty: 6119.537109
	Iteration 61Q: 3 clusters Score -2.76095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226710 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -27609502.000000 Penalty: 6119.537109
	Iteration 62Q: 3 clusters Score -2.76095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226719 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -27609486.000000 Penalty: 6119.537109
	Iteration 63Q: 3 clusters Score -2.760949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226725 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -27609522.000000 Penalty: 6119.537109
	Iteration 64Q: 3 clusters Score -2.760952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226729 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -27609522.000000 Penalty: 6119.537109
	Iteration 65Q: 3 clusters Score -2.760952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226731 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -27609522.000000 Penalty: 6119.537109
	Iteration 66Q: 3 clusters Score -2.760952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226732 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -27609534.000000 Penalty: 6119.537109
	Iteration 67Q: 3 clusters Score -2.760953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226733 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -27609538.000000 Penalty: 6119.537109
	Iteration 68Q: 3 clusters Score -2.760954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226734 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -27609552.000000 Penalty: 6119.537109
	Iteration 69Q: 3 clusters Score -2.760955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226736 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -27609530.000000 Penalty: 6119.537109
	Iteration 70Q: 3 clusters Score -2.760953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226738 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -27609544.000000 Penalty: 6119.537109
	Iteration 71Q: 3 clusters Score -2.760954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226741 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -27609550.000000 Penalty: 6119.537109
	Iteration 72Q: 3 clusters Score -2.760955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226741 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -27609550.000000 Penalty: 6119.537109
	Iteration 73F: 3 clusters Score -2.760955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -510112.437500 Penalty: 2085.251221
	Iteration 0F: 2 clusters Score -510112.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -505918.062500 Penalty: 4170.502441
	Iteration 0F: 3 clusters Score -505918.1 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -506893.656250 Penalty: 4170.502441
	Iteration 1F: 3 clusters Score -506893.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -507081.750000 Penalty: 4170.502441
	Iteration 2F: 3 clusters Score -507081.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -507209.468750 Penalty: 4170.502441
	Iteration 3F: 3 clusters Score -507209.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -507286.968750 Penalty: 4170.502441
	Iteration 4Q: 3 clusters Score -507287 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -507343.312500 Penalty: 4170.502441
	Iteration 5Q: 3 clusters Score -507343.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -507393.781250 Penalty: 4170.502441
	Iteration 6Q: 3 clusters Score -507393.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -507437.375000 Penalty: 4170.502441
	Iteration 7Q: 3 clusters Score -507437.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -507469.406250 Penalty: 4170.502441
	Iteration 8Q: 3 clusters Score -507469.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -507495.375000 Penalty: 4170.502441
	Iteration 9Q: 3 clusters Score -507495.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -507516.281250 Penalty: 4170.502441
	Iteration 10Q: 3 clusters Score -507516.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -507536.500000 Penalty: 4170.502441
	Iteration 11Q: 3 clusters Score -507536.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -507555.125000 Penalty: 4170.502441
	Iteration 12Q: 3 clusters Score -507555.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -507572.437500 Penalty: 4170.502441
	Iteration 13Q: 3 clusters Score -507572.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -507588.937500 Penalty: 4170.502441
	Iteration 14Q: 3 clusters Score -507588.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -507612.906250 Penalty: 4170.502441
	Iteration 15Q: 3 clusters Score -507612.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -507636.906250 Penalty: 4170.502441
	Iteration 16Q: 3 clusters Score -507636.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -507651.343750 Penalty: 4170.502441
	Iteration 17Q: 3 clusters Score -507651.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -507662.281250 Penalty: 4170.502441
	Iteration 18Q: 3 clusters Score -507662.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -507671.031250 Penalty: 4170.502441
	Iteration 19Q: 3 clusters Score -507671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -507682.718750 Penalty: 4170.502441
	Iteration 20F: 3 clusters Score -507682.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -507688.343750 Penalty: 4170.502441
	Iteration 21Q: 3 clusters Score -507688.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -507698.656250 Penalty: 4170.502441
	Iteration 22Q: 3 clusters Score -507698.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -507713.062500 Penalty: 4170.502441
	Iteration 23Q: 3 clusters Score -507713.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -507728.000000 Penalty: 4170.502441
	Iteration 24Q: 3 clusters Score -507728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -507745.437500 Penalty: 4170.502441
	Iteration 25Q: 3 clusters Score -507745.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -507758.187500 Penalty: 4170.502441
	Iteration 26Q: 3 clusters Score -507758.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -507771.093750 Penalty: 4170.502441
	Iteration 27Q: 3 clusters Score -507771.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -507779.531250 Penalty: 4170.502441
	Iteration 28Q: 3 clusters Score -507779.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -507791.218750 Penalty: 4170.502441
	Iteration 29Q: 3 clusters Score -507791.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -507801.875000 Penalty: 4170.502441
	Iteration 30Q: 3 clusters Score -507801.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -507813.937500 Penalty: 4170.502441
	Iteration 31Q: 3 clusters Score -507813.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -507826.718750 Penalty: 4170.502441
	Iteration 32Q: 3 clusters Score -507826.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -507836.281250 Penalty: 4170.502441
	Iteration 33Q: 3 clusters Score -507836.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -507843.218750 Penalty: 4170.502441
	Iteration 34Q: 3 clusters Score -507843.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -507849.718750 Penalty: 4170.502441
	Iteration 35Q: 3 clusters Score -507849.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -507858.562500 Penalty: 4170.502441
	Iteration 36Q: 3 clusters Score -507858.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -507865.468750 Penalty: 4170.502441
	Iteration 37Q: 3 clusters Score -507865.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -507867.218750 Penalty: 4170.502441
	Iteration 38Q: 3 clusters Score -507867.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -507870.625000 Penalty: 4170.502441
	Iteration 39Q: 3 clusters Score -507870.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -507873.625000 Penalty: 4170.502441
	Iteration 40F: 3 clusters Score -507873.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -507877.937500 Penalty: 4170.502441
	Iteration 41Q: 3 clusters Score -507877.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -507879.906250 Penalty: 4170.502441
	Iteration 42Q: 3 clusters Score -507879.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -507882.500000 Penalty: 4170.502441
	Iteration 43Q: 3 clusters Score -507882.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -507886.093750 Penalty: 4170.502441
	Iteration 44Q: 3 clusters Score -507886.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -507891.093750 Penalty: 4170.502441
	Iteration 45Q: 3 clusters Score -507891.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -507895.156250 Penalty: 4170.502441
	Iteration 46Q: 3 clusters Score -507895.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -507901.250000 Penalty: 4170.502441
	Iteration 47Q: 3 clusters Score -507901.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -507904.218750 Penalty: 4170.502441
	Iteration 48Q: 3 clusters Score -507904.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -507909.718750 Penalty: 4170.502441
	Iteration 49Q: 3 clusters Score -507909.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -507916.093750 Penalty: 4170.502441
	Iteration 50Q: 3 clusters Score -507916.1 nChanged 12
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: -507920.406250 Penalty: 4170.502441
	Iteration 51Q: 3 clusters Score -507920.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -507928.031250 Penalty: 4170.502441
	Iteration 52Q: 3 clusters Score -507928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -507939.000000 Penalty: 4170.502441
	Iteration 53Q: 3 clusters Score -507939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -507954.437500 Penalty: 4170.502441
	Iteration 54Q: 3 clusters Score -507954.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -507973.593750 Penalty: 4170.502441
	Iteration 55Q: 3 clusters Score -507973.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -507988.156250 Penalty: 4170.502441
	Iteration 56Q: 3 clusters Score -507988.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -508003.406250 Penalty: 4170.502441
	Iteration 57Q: 3 clusters Score -508003.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -508019.906250 Penalty: 4170.502441
	Iteration 58Q: 3 clusters Score -508019.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -508038.156250 Penalty: 4170.502441
	Iteration 59Q: 3 clusters Score -508038.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -508051.843750 Penalty: 4170.502441
	Iteration 60F: 3 clusters Score -508051.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -508058.968750 Penalty: 4170.502441
	Iteration 61Q: 3 clusters Score -508059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -508069.937500 Penalty: 4170.502441
	Iteration 62Q: 3 clusters Score -508069.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -508077.437500 Penalty: 4170.502441
	Iteration 63Q: 3 clusters Score -508077.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -508084.531250 Penalty: 4170.502441
	Iteration 64Q: 3 clusters Score -508084.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -508090.250000 Penalty: 4170.502441
	Iteration 65Q: 3 clusters Score -508090.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -508093.375000 Penalty: 4170.502441
	Iteration 66Q: 3 clusters Score -508093.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -508097.187500 Penalty: 4170.502441
	Iteration 67Q: 3 clusters Score -508097.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -508099.562500 Penalty: 4170.502441
	Iteration 68Q: 3 clusters Score -508099.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -508099.750000 Penalty: 4170.502441
	Iteration 69Q: 3 clusters Score -508099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -508100.156250 Penalty: 4170.502441
	Iteration 70Q: 3 clusters Score -508100.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -508101.250000 Penalty: 4170.502441
	Iteration 71Q: 3 clusters Score -508101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -508101.625000 Penalty: 4170.502441
	Iteration 72Q: 3 clusters Score -508101.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -508101.625000 Penalty: 4170.502441
	Iteration 73F: 3 clusters Score -508101.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -203748.156250 Penalty: 1868.356079
	Iteration 0F: 2 clusters Score -203748.2 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 943 members 
Entering Unmasked Estep 
Score: -201207.234375 Penalty: 3736.712158
	Iteration 0F: 3 clusters Score -201207.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -201668.484375 Penalty: 3736.712158
	Iteration 1F: 3 clusters Score -201668.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -201774.343750 Penalty: 3736.712158
	Iteration 2F: 3 clusters Score -201774.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -201834.312500 Penalty: 3736.712158
	Iteration 3Q: 3 clusters Score -201834.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -201885.765625 Penalty: 3736.712158
	Iteration 4Q: 3 clusters Score -201885.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -201907.765625 Penalty: 3736.712158
	Iteration 5Q: 3 clusters Score -201907.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -201922.421875 Penalty: 3736.712158
	Iteration 6Q: 3 clusters Score -201922.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -201932.671875 Penalty: 3736.712158
	Iteration 7Q: 3 clusters Score -201932.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -201945.843750 Penalty: 3736.712158
	Iteration 8Q: 3 clusters Score -201945.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -201954.234375 Penalty: 3736.712158
	Iteration 9Q: 3 clusters Score -201954.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -201962.000000 Penalty: 3736.712158
	Iteration 10Q: 3 clusters Score -201962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -201969.390625 Penalty: 3736.712158
	Iteration 11Q: 3 clusters Score -201969.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -201974.796875 Penalty: 3736.712158
	Iteration 12Q: 3 clusters Score -201974.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -201979.703125 Penalty: 3736.712158
	Iteration 13Q: 3 clusters Score -201979.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -201983.968750 Penalty: 3736.712158
	Iteration 14Q: 3 clusters Score -201984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -201988.890625 Penalty: 3736.712158
	Iteration 15Q: 3 clusters Score -201988.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -201998.328125 Penalty: 3736.712158
	Iteration 16Q: 3 clusters Score -201998.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -202006.796875 Penalty: 3736.712158
	Iteration 17Q: 3 clusters Score -202006.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -202020.078125 Penalty: 3736.712158
	Iteration 18Q: 3 clusters Score -202020.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -202030.593750 Penalty: 3736.712158
	Iteration 19Q: 3 clusters Score -202030.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -202040.953125 Penalty: 3736.712158
	Iteration 20F: 3 clusters Score -202041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -202047.703125 Penalty: 3736.712158
	Iteration 21Q: 3 clusters Score -202047.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -202052.781250 Penalty: 3736.712158
	Iteration 22Q: 3 clusters Score -202052.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -202054.921875 Penalty: 3736.712158
	Iteration 23Q: 3 clusters Score -202054.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -202055.734375 Penalty: 3736.712158
	Iteration 24Q: 3 clusters Score -202055.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -202055.734375 Penalty: 3736.712158
	Iteration 25F: 3 clusters Score -202055.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Entering Unmasked Estep 
Score: -5617589.500000 Penalty: 2671.543213
	Iteration 0F: 2 clusters Score -5617590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -5585471.500000 Penalty: 5343.086426
	Iteration 0F: 3 clusters Score -5585472 nChanged 21856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -5597480.000000 Penalty: 5343.086426
	Iteration 1F: 3 clusters Score -5597480 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -5598050.000000 Penalty: 5343.086426
	Iteration 2Q: 3 clusters Score -5598050 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -5598789.500000 Penalty: 5343.086426
	Iteration 3Q: 3 clusters Score -5598790 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -5599913.000000 Penalty: 5343.086426
	Iteration 4Q: 3 clusters Score -5599913 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -5601791.000000 Penalty: 5343.086426
	Iteration 5F: 3 clusters Score -5601791 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -5604845.500000 Penalty: 5343.086426
	Iteration 6F: 3 clusters Score -5604846 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -5608835.000000 Penalty: 5343.086426
	Iteration 7F: 3 clusters Score -5608835 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -5612237.500000 Penalty: 5343.086426
	Iteration 8F: 3 clusters Score -5612238 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5614074.000000 Penalty: 5343.086426
	Iteration 9Q: 3 clusters Score -5614074 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5614779.500000 Penalty: 5343.086426
	Iteration 10Q: 3 clusters Score -5614780 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5615034.500000 Penalty: 5343.086426
	Iteration 11Q: 3 clusters Score -5615034 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5615116.500000 Penalty: 5343.086426
	Iteration 12Q: 3 clusters Score -5615116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5615174.500000 Penalty: 5343.086426
	Iteration 13Q: 3 clusters Score -5615174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5615196.500000 Penalty: 5343.086426
	Iteration 14Q: 3 clusters Score -5615196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5615205.000000 Penalty: 5343.086426
	Iteration 15Q: 3 clusters Score -5615205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5615212.000000 Penalty: 5343.086426
	Iteration 16Q: 3 clusters Score -5615212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5615219.000000 Penalty: 5343.086426
	Iteration 17Q: 3 clusters Score -5615219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5615221.500000 Penalty: 5343.086426
	Iteration 18Q: 3 clusters Score -5615222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5615224.000000 Penalty: 5343.086426
	Iteration 19Q: 3 clusters Score -5615224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5615225.500000 Penalty: 5343.086426
	Iteration 20F: 3 clusters Score -5615226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5615226.500000 Penalty: 5343.086426
	Iteration 21Q: 3 clusters Score -5615226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5615226.500000 Penalty: 5343.086426
	Iteration 22F: 3 clusters Score -5615226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -55998.746094 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -55998.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54440.921875 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -54440.92 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54640.847656 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -54640.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54684.570312 Penalty: 3135.101074
	Iteration 2Q: 3 clusters Score -54684.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -54711.742188 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -54711.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54769.792969 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -54769.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54826.957031 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -54826.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54884.289062 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -54884.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54917.281250 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -54917.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -54940.742188 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -54940.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -54964.863281 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -54964.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -54994.910156 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -54994.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -55012.140625 Penalty: 3135.101074
	Iteration 11Q: 3 clusters Score -55012.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -55022.660156 Penalty: 3135.101074
	Iteration 12Q: 3 clusters Score -55022.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -55024.812500 Penalty: 3135.101074
	Iteration 13Q: 3 clusters Score -55024.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -55028.554688 Penalty: 3135.101074
	Iteration 14Q: 3 clusters Score -55028.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55030.882812 Penalty: 3135.101074
	Iteration 15Q: 3 clusters Score -55030.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55030.988281 Penalty: 3135.101074
	Iteration 16F: 3 clusters Score -55030.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -55044.566406 Penalty: 3135.101074
	Iteration 17Q: 3 clusters Score -55044.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55053.570312 Penalty: 3135.101074
	Iteration 18Q: 3 clusters Score -55053.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -55060.531250 Penalty: 3135.101074
	Iteration 19Q: 3 clusters Score -55060.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -55060.531250 Penalty: 3135.101074
	Iteration 20F: 3 clusters Score -55060.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Entering Unmasked Estep 
Score: -2038079.500000 Penalty: 2407.860352
	Iteration 0F: 2 clusters Score -2038080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2026320.750000 Penalty: 4815.720703
	Iteration 0F: 3 clusters Score -2026321 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2030003.375000 Penalty: 4815.720703
	Iteration 1F: 3 clusters Score -2030003 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2030364.250000 Penalty: 4815.720703
	Iteration 2F: 3 clusters Score -2030364 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2030717.875000 Penalty: 4815.720703
	Iteration 3F: 3 clusters Score -2030718 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2031014.125000 Penalty: 4815.720703
	Iteration 4Q: 3 clusters Score -2031014 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2031281.875000 Penalty: 4815.720703
	Iteration 5Q: 3 clusters Score -2031282 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2031585.250000 Penalty: 4815.720703
	Iteration 6Q: 3 clusters Score -2031585 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2031872.500000 Penalty: 4815.720703
	Iteration 7Q: 3 clusters Score -2031872 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2032201.750000 Penalty: 4815.720703
	Iteration 8Q: 3 clusters Score -2032202 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2032522.625000 Penalty: 4815.720703
	Iteration 9Q: 3 clusters Score -2032523 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2032844.375000 Penalty: 4815.720703
	Iteration 10Q: 3 clusters Score -2032844 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2033166.000000 Penalty: 4815.720703
	Iteration 11Q: 3 clusters Score -2033166 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2033488.000000 Penalty: 4815.720703
	Iteration 12Q: 3 clusters Score -2033488 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2033748.500000 Penalty: 4815.720703
	Iteration 13Q: 3 clusters Score -2033748 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2033968.500000 Penalty: 4815.720703
	Iteration 14Q: 3 clusters Score -2033968 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2034138.750000 Penalty: 4815.720703
	Iteration 15Q: 3 clusters Score -2034139 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2034299.000000 Penalty: 4815.720703
	Iteration 16Q: 3 clusters Score -2034299 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2034455.500000 Penalty: 4815.720703
	Iteration 17Q: 3 clusters Score -2034456 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2034554.375000 Penalty: 4815.720703
	Iteration 18Q: 3 clusters Score -2034554 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2034639.500000 Penalty: 4815.720703
	Iteration 19Q: 3 clusters Score -2034640 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2034722.625000 Penalty: 4815.720703
	Iteration 20F: 3 clusters Score -2034723 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2034793.625000 Penalty: 4815.720703
	Iteration 21Q: 3 clusters Score -2034794 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2034855.125000 Penalty: 4815.720703
	Iteration 22Q: 3 clusters Score -2034855 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2034899.500000 Penalty: 4815.720703
	Iteration 23Q: 3 clusters Score -2034900 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2034948.625000 Penalty: 4815.720703
	Iteration 24Q: 3 clusters Score -2034949 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2034988.000000 Penalty: 4815.720703
	Iteration 25Q: 3 clusters Score -2034988 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2035024.500000 Penalty: 4815.720703
	Iteration 26Q: 3 clusters Score -2035024 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2035046.750000 Penalty: 4815.720703
	Iteration 27Q: 3 clusters Score -2035047 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2035078.500000 Penalty: 4815.720703
	Iteration 28Q: 3 clusters Score -2035078 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2035102.625000 Penalty: 4815.720703
	Iteration 29Q: 3 clusters Score -2035103 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2035138.250000 Penalty: 4815.720703
	Iteration 30Q: 3 clusters Score -2035138 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2035170.000000 Penalty: 4815.720703
	Iteration 31Q: 3 clusters Score -2035170 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2035184.375000 Penalty: 4815.720703
	Iteration 32Q: 3 clusters Score -2035184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2035204.500000 Penalty: 4815.720703
	Iteration 33Q: 3 clusters Score -2035204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2035228.500000 Penalty: 4815.720703
	Iteration 34Q: 3 clusters Score -2035228 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2035246.000000 Penalty: 4815.720703
	Iteration 35Q: 3 clusters Score -2035246 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2035257.875000 Penalty: 4815.720703
	Iteration 36Q: 3 clusters Score -2035258 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2035278.875000 Penalty: 4815.720703
	Iteration 37Q: 3 clusters Score -2035279 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2035296.000000 Penalty: 4815.720703
	Iteration 38Q: 3 clusters Score -2035296 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2035306.125000 Penalty: 4815.720703
	Iteration 39Q: 3 clusters Score -2035306 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2035316.375000 Penalty: 4815.720703
	Iteration 40F: 3 clusters Score -2035316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2035325.250000 Penalty: 4815.720703
	Iteration 41Q: 3 clusters Score -2035325 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2035338.500000 Penalty: 4815.720703
	Iteration 42Q: 3 clusters Score -2035338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2035350.750000 Penalty: 4815.720703
	Iteration 43Q: 3 clusters Score -2035351 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2035362.000000 Penalty: 4815.720703
	Iteration 44Q: 3 clusters Score -2035362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2035362.875000 Penalty: 4815.720703
	Iteration 45Q: 3 clusters Score -2035363 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2035374.875000 Penalty: 4815.720703
	Iteration 46Q: 3 clusters Score -2035375 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2035398.250000 Penalty: 4815.720703
	Iteration 47Q: 3 clusters Score -2035398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2035412.625000 Penalty: 4815.720703
	Iteration 48Q: 3 clusters Score -2035413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2035429.125000 Penalty: 4815.720703
	Iteration 49Q: 3 clusters Score -2035429 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2035445.500000 Penalty: 4815.720703
	Iteration 50Q: 3 clusters Score -2035446 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2035470.125000 Penalty: 4815.720703
	Iteration 51Q: 3 clusters Score -2035470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2035478.375000 Penalty: 4815.720703
	Iteration 52Q: 3 clusters Score -2035478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2035484.250000 Penalty: 4815.720703
	Iteration 53Q: 3 clusters Score -2035484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2035501.750000 Penalty: 4815.720703
	Iteration 54Q: 3 clusters Score -2035502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2035511.125000 Penalty: 4815.720703
	Iteration 55Q: 3 clusters Score -2035511 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2035521.375000 Penalty: 4815.720703
	Iteration 56Q: 3 clusters Score -2035521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2035533.125000 Penalty: 4815.720703
	Iteration 57Q: 3 clusters Score -2035533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2035542.875000 Penalty: 4815.720703
	Iteration 58Q: 3 clusters Score -2035543 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2035548.625000 Penalty: 4815.720703
	Iteration 59Q: 3 clusters Score -2035549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2035555.250000 Penalty: 4815.720703
	Iteration 60F: 3 clusters Score -2035555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2035564.250000 Penalty: 4815.720703
	Iteration 61Q: 3 clusters Score -2035564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2035563.125000 Penalty: 4815.720703
	Iteration 62Q: 3 clusters Score -2035563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2035573.875000 Penalty: 4815.720703
	Iteration 63Q: 3 clusters Score -2035574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2035573.375000 Penalty: 4815.720703
	Iteration 64Q: 3 clusters Score -2035573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2035585.250000 Penalty: 4815.720703
	Iteration 65Q: 3 clusters Score -2035585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2035591.875000 Penalty: 4815.720703
	Iteration 66Q: 3 clusters Score -2035592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2035592.875000 Penalty: 4815.720703
	Iteration 67Q: 3 clusters Score -2035593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2035602.750000 Penalty: 4815.720703
	Iteration 68Q: 3 clusters Score -2035603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2035606.625000 Penalty: 4815.720703
	Iteration 69Q: 3 clusters Score -2035607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2035605.750000 Penalty: 4815.720703
	Iteration 70Q: 3 clusters Score -2035606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2035612.750000 Penalty: 4815.720703
	Iteration 71Q: 3 clusters Score -2035613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2035614.875000 Penalty: 4815.720703
	Iteration 72Q: 3 clusters Score -2035615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2035626.625000 Penalty: 4815.720703
	Iteration 73Q: 3 clusters Score -2035627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2035633.375000 Penalty: 4815.720703
	Iteration 74Q: 3 clusters Score -2035633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2035638.750000 Penalty: 4815.720703
	Iteration 75Q: 3 clusters Score -2035639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2035647.250000 Penalty: 4815.720703
	Iteration 76Q: 3 clusters Score -2035647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2035651.500000 Penalty: 4815.720703
	Iteration 77Q: 3 clusters Score -2035652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2035657.625000 Penalty: 4815.720703
	Iteration 78Q: 3 clusters Score -2035658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2035662.375000 Penalty: 4815.720703
	Iteration 79Q: 3 clusters Score -2035662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2035663.875000 Penalty: 4815.720703
	Iteration 80F: 3 clusters Score -2035664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2035668.000000 Penalty: 4815.720703
	Iteration 81Q: 3 clusters Score -2035668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2035677.750000 Penalty: 4815.720703
	Iteration 82Q: 3 clusters Score -2035678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2035691.750000 Penalty: 4815.720703
	Iteration 83Q: 3 clusters Score -2035692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2035692.750000 Penalty: 4815.720703
	Iteration 84Q: 3 clusters Score -2035693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2035703.750000 Penalty: 4815.720703
	Iteration 85Q: 3 clusters Score -2035704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2035708.000000 Penalty: 4815.720703
	Iteration 86Q: 3 clusters Score -2035708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2035721.000000 Penalty: 4815.720703
	Iteration 87Q: 3 clusters Score -2035721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2035725.375000 Penalty: 4815.720703
	Iteration 88Q: 3 clusters Score -2035725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2035728.125000 Penalty: 4815.720703
	Iteration 89Q: 3 clusters Score -2035728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2035733.500000 Penalty: 4815.720703
	Iteration 90Q: 3 clusters Score -2035734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2035736.250000 Penalty: 4815.720703
	Iteration 91Q: 3 clusters Score -2035736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2035732.750000 Penalty: 4815.720703
	Iteration 92Q: 3 clusters Score -2035733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2035739.125000 Penalty: 4815.720703
	Iteration 93Q: 3 clusters Score -2035739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2035742.000000 Penalty: 4815.720703
	Iteration 94Q: 3 clusters Score -2035742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2035746.125000 Penalty: 4815.720703
	Iteration 95Q: 3 clusters Score -2035746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2035759.625000 Penalty: 4815.720703
	Iteration 96Q: 3 clusters Score -2035760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2035760.875000 Penalty: 4815.720703
	Iteration 97Q: 3 clusters Score -2035761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2035772.375000 Penalty: 4815.720703
	Iteration 98Q: 3 clusters Score -2035772 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2035783.750000 Penalty: 4815.720703
	Iteration 99Q: 3 clusters Score -2035784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2035791.000000 Penalty: 4815.720703
	Iteration 100F: 3 clusters Score -2035791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2035795.250000 Penalty: 4815.720703
	Iteration 101Q: 3 clusters Score -2035795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2035795.000000 Penalty: 4815.720703
	Iteration 102Q: 3 clusters Score -2035795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2035802.625000 Penalty: 4815.720703
	Iteration 103Q: 3 clusters Score -2035803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2035813.000000 Penalty: 4815.720703
	Iteration 104Q: 3 clusters Score -2035813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2035825.375000 Penalty: 4815.720703
	Iteration 105Q: 3 clusters Score -2035825 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2035840.125000 Penalty: 4815.720703
	Iteration 106Q: 3 clusters Score -2035840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2035852.000000 Penalty: 4815.720703
	Iteration 107Q: 3 clusters Score -2035852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2035863.375000 Penalty: 4815.720703
	Iteration 108Q: 3 clusters Score -2035863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2035882.375000 Penalty: 4815.720703
	Iteration 109Q: 3 clusters Score -2035882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2035890.750000 Penalty: 4815.720703
	Iteration 110Q: 3 clusters Score -2035891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2035895.500000 Penalty: 4815.720703
	Iteration 111Q: 3 clusters Score -2035896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2035904.125000 Penalty: 4815.720703
	Iteration 112Q: 3 clusters Score -2035904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2035912.875000 Penalty: 4815.720703
	Iteration 113Q: 3 clusters Score -2035913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2035921.000000 Penalty: 4815.720703
	Iteration 114Q: 3 clusters Score -2035921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2035931.000000 Penalty: 4815.720703
	Iteration 115Q: 3 clusters Score -2035931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2035942.250000 Penalty: 4815.720703
	Iteration 116Q: 3 clusters Score -2035942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2035952.625000 Penalty: 4815.720703
	Iteration 117Q: 3 clusters Score -2035953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2035959.625000 Penalty: 4815.720703
	Iteration 118Q: 3 clusters Score -2035960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2035965.000000 Penalty: 4815.720703
	Iteration 119Q: 3 clusters Score -2035965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2035972.000000 Penalty: 4815.720703
	Iteration 120F: 3 clusters Score -2035972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2035974.250000 Penalty: 4815.720703
	Iteration 121Q: 3 clusters Score -2035974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2035976.125000 Penalty: 4815.720703
	Iteration 122Q: 3 clusters Score -2035976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2035980.250000 Penalty: 4815.720703
	Iteration 123Q: 3 clusters Score -2035980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2035986.000000 Penalty: 4815.720703
	Iteration 124Q: 3 clusters Score -2035986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2035987.125000 Penalty: 4815.720703
	Iteration 125Q: 3 clusters Score -2035987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2035989.875000 Penalty: 4815.720703
	Iteration 126Q: 3 clusters Score -2035990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2035994.375000 Penalty: 4815.720703
	Iteration 127Q: 3 clusters Score -2035994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2035999.625000 Penalty: 4815.720703
	Iteration 128Q: 3 clusters Score -2036000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2036007.250000 Penalty: 4815.720703
	Iteration 129Q: 3 clusters Score -2036007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2036007.250000 Penalty: 4815.720703
	Iteration 130Q: 3 clusters Score -2036007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2036007.500000 Penalty: 4815.720703
	Iteration 131Q: 3 clusters Score -2036008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2036007.500000 Penalty: 4815.720703
	Iteration 132Q: 3 clusters Score -2036008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2036007.375000 Penalty: 4815.720703
	Iteration 133Q: 3 clusters Score -2036007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2036012.375000 Penalty: 4815.720703
	Iteration 134Q: 3 clusters Score -2036012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2036009.625000 Penalty: 4815.720703
	Iteration 135Q: 3 clusters Score -2036010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2036011.125000 Penalty: 4815.720703
	Iteration 136Q: 3 clusters Score -2036011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2036010.625000 Penalty: 4815.720703
	Iteration 137Q: 3 clusters Score -2036011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2036012.500000 Penalty: 4815.720703
	Iteration 138Q: 3 clusters Score -2036012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2036012.500000 Penalty: 4815.720703
	Iteration 139F: 3 clusters Score -2036012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62022 members 
Entering Unmasked Estep 
Score: -7611598.500000 Penalty: 2736.740479
	Iteration 0F: 2 clusters Score -7611598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -7569995.500000 Penalty: 5473.480957
	Iteration 0F: 3 clusters Score -7569996 nChanged 28823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -7586146.000000 Penalty: 5473.480957
	Iteration 1F: 3 clusters Score -7586146 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -7586779.000000 Penalty: 5473.480957
	Iteration 2Q: 3 clusters Score -7586779 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -7587566.500000 Penalty: 5473.480957
	Iteration 3Q: 3 clusters Score -7587566 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -7588441.500000 Penalty: 5473.480957
	Iteration 4Q: 3 clusters Score -7588442 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -7589618.500000 Penalty: 5473.480957
	Iteration 5Q: 3 clusters Score -7589618 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -7591210.500000 Penalty: 5473.480957
	Iteration 6Q: 3 clusters Score -7591210 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -7593300.000000 Penalty: 5473.480957
	Iteration 7F: 3 clusters Score -7593300 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -7596277.500000 Penalty: 5473.480957
	Iteration 8F: 3 clusters Score -7596278 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -7599816.000000 Penalty: 5473.480957
	Iteration 9F: 3 clusters Score -7599816 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -7602777.500000 Penalty: 5473.480957
	Iteration 10F: 3 clusters Score -7602778 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -7604214.000000 Penalty: 5473.480957
	Iteration 11Q: 3 clusters Score -7604214 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -7604774.000000 Penalty: 5473.480957
	Iteration 12Q: 3 clusters Score -7604774 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -7605050.000000 Penalty: 5473.480957
	Iteration 13Q: 3 clusters Score -7605050 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -7605255.500000 Penalty: 5473.480957
	Iteration 14Q: 3 clusters Score -7605256 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -7605422.500000 Penalty: 5473.480957
	Iteration 15Q: 3 clusters Score -7605422 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -7605557.500000 Penalty: 5473.480957
	Iteration 16Q: 3 clusters Score -7605558 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -7605636.500000 Penalty: 5473.480957
	Iteration 17Q: 3 clusters Score -7605636 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -7605746.000000 Penalty: 5473.480957
	Iteration 18Q: 3 clusters Score -7605746 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -7605793.500000 Penalty: 5473.480957
	Iteration 19Q: 3 clusters Score -7605794 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -7605859.000000 Penalty: 5473.480957
	Iteration 20F: 3 clusters Score -7605859 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -7605906.500000 Penalty: 5473.480957
	Iteration 21Q: 3 clusters Score -7605906 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -7605970.000000 Penalty: 5473.480957
	Iteration 22Q: 3 clusters Score -7605970 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -7606042.000000 Penalty: 5473.480957
	Iteration 23Q: 3 clusters Score -7606042 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -7606122.000000 Penalty: 5473.480957
	Iteration 24Q: 3 clusters Score -7606122 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -7606152.000000 Penalty: 5473.480957
	Iteration 25Q: 3 clusters Score -7606152 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -7606214.500000 Penalty: 5473.480957
	Iteration 26Q: 3 clusters Score -7606214 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -7606308.000000 Penalty: 5473.480957
	Iteration 27Q: 3 clusters Score -7606308 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -7606402.000000 Penalty: 5473.480957
	Iteration 28Q: 3 clusters Score -7606402 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -7606478.500000 Penalty: 5473.480957
	Iteration 29Q: 3 clusters Score -7606478 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -7606572.000000 Penalty: 5473.480957
	Iteration 30Q: 3 clusters Score -7606572 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -7606656.000000 Penalty: 5473.480957
	Iteration 31Q: 3 clusters Score -7606656 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -7606743.500000 Penalty: 5473.480957
	Iteration 32Q: 3 clusters Score -7606744 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -7606822.000000 Penalty: 5473.480957
	Iteration 33Q: 3 clusters Score -7606822 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -7606883.500000 Penalty: 5473.480957
	Iteration 34Q: 3 clusters Score -7606884 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -7606998.500000 Penalty: 5473.480957
	Iteration 35Q: 3 clusters Score -7606998 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -7607047.500000 Penalty: 5473.480957
	Iteration 36Q: 3 clusters Score -7607048 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -7607104.000000 Penalty: 5473.480957
	Iteration 37Q: 3 clusters Score -7607104 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -7607212.500000 Penalty: 5473.480957
	Iteration 38Q: 3 clusters Score -7607212 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -7607282.500000 Penalty: 5473.480957
	Iteration 39Q: 3 clusters Score -7607282 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -7607345.000000 Penalty: 5473.480957
	Iteration 40F: 3 clusters Score -7607345 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -7607452.500000 Penalty: 5473.480957
	Iteration 41Q: 3 clusters Score -7607452 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -7607522.000000 Penalty: 5473.480957
	Iteration 42Q: 3 clusters Score -7607522 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -7607590.000000 Penalty: 5473.480957
	Iteration 43Q: 3 clusters Score -7607590 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -7607646.500000 Penalty: 5473.480957
	Iteration 44Q: 3 clusters Score -7607646 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -7607697.000000 Penalty: 5473.480957
	Iteration 45Q: 3 clusters Score -7607697 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -7607789.000000 Penalty: 5473.480957
	Iteration 46Q: 3 clusters Score -7607789 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -7607883.500000 Penalty: 5473.480957
	Iteration 47Q: 3 clusters Score -7607884 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -7607959.000000 Penalty: 5473.480957
	Iteration 48Q: 3 clusters Score -7607959 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -7608030.500000 Penalty: 5473.480957
	Iteration 49Q: 3 clusters Score -7608030 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 55226 members 
Entering Unmasked Estep 
Score: -7608082.000000 Penalty: 5473.480957
	Iteration 50Q: 3 clusters Score -7608082 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -7608157.000000 Penalty: 5473.480957
	Iteration 51Q: 3 clusters Score -7608157 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -7608216.000000 Penalty: 5473.480957
	Iteration 52Q: 3 clusters Score -7608216 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
Score: -7608273.500000 Penalty: 5473.480957
	Iteration 53Q: 3 clusters Score -7608274 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 56213 members 
Entering Unmasked Estep 
Score: -7608328.500000 Penalty: 5473.480957
	Iteration 54Q: 3 clusters Score -7608328 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -7608366.500000 Penalty: 5473.480957
	Iteration 55Q: 3 clusters Score -7608366 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -7608411.500000 Penalty: 5473.480957
	Iteration 56Q: 3 clusters Score -7608412 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -7608466.000000 Penalty: 5473.480957
	Iteration 57Q: 3 clusters Score -7608466 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -7608482.000000 Penalty: 5473.480957
	Iteration 58Q: 3 clusters Score -7608482 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -7608524.500000 Penalty: 5473.480957
	Iteration 59Q: 3 clusters Score -7608524 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -7608572.000000 Penalty: 5473.480957
	Iteration 60F: 3 clusters Score -7608572 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -7608600.500000 Penalty: 5473.480957
	Iteration 61Q: 3 clusters Score -7608600 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -7608644.500000 Penalty: 5473.480957
	Iteration 62Q: 3 clusters Score -7608644 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -7608685.000000 Penalty: 5473.480957
	Iteration 63Q: 3 clusters Score -7608685 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 57966 members 
Entering Unmasked Estep 
Score: -7608696.500000 Penalty: 5473.480957
	Iteration 64Q: 3 clusters Score -7608696 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 58095 members 
Entering Unmasked Estep 
Score: -7608692.500000 Penalty: 5473.480957
	Iteration 65Q: 3 clusters Score -7608692 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 58217 members 
Entering Unmasked Estep 
Score: -7608727.000000 Penalty: 5473.480957
	Iteration 66Q: 3 clusters Score -7608727 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -7608759.500000 Penalty: 5473.480957
	Iteration 67Q: 3 clusters Score -7608760 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -7608783.500000 Penalty: 5473.480957
	Iteration 68Q: 3 clusters Score -7608784 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 58582 members 
Entering Unmasked Estep 
Score: -7608827.000000 Penalty: 5473.480957
	Iteration 69Q: 3 clusters Score -7608827 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -7608839.000000 Penalty: 5473.480957
	Iteration 70Q: 3 clusters Score -7608839 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 58822 members 
Entering Unmasked Estep 
Score: -7608840.000000 Penalty: 5473.480957
	Iteration 71Q: 3 clusters Score -7608840 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -7608898.000000 Penalty: 5473.480957
	Iteration 72Q: 3 clusters Score -7608898 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -7608914.000000 Penalty: 5473.480957
	Iteration 73Q: 3 clusters Score -7608914 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
Score: -7608940.000000 Penalty: 5473.480957
	Iteration 74Q: 3 clusters Score -7608940 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 59239 members 
Entering Unmasked Estep 
Score: -7608966.000000 Penalty: 5473.480957
	Iteration 75Q: 3 clusters Score -7608966 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -7609007.500000 Penalty: 5473.480957
	Iteration 76Q: 3 clusters Score -7609008 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 59426 members 
Entering Unmasked Estep 
Score: -7609034.500000 Penalty: 5473.480957
	Iteration 77Q: 3 clusters Score -7609034 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
Score: -7609046.000000 Penalty: 5473.480957
	Iteration 78Q: 3 clusters Score -7609046 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 59584 members 
Entering Unmasked Estep 
Score: -7609046.500000 Penalty: 5473.480957
	Iteration 79Q: 3 clusters Score -7609046 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -7609055.500000 Penalty: 5473.480957
	Iteration 80F: 3 clusters Score -7609056 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -7609085.500000 Penalty: 5473.480957
	Iteration 81Q: 3 clusters Score -7609086 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 59824 members 
Entering Unmasked Estep 
Score: -7609096.500000 Penalty: 5473.480957
	Iteration 82Q: 3 clusters Score -7609096 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -7609111.500000 Penalty: 5473.480957
	Iteration 83Q: 3 clusters Score -7609112 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -7609144.500000 Penalty: 5473.480957
	Iteration 84Q: 3 clusters Score -7609144 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
Score: -7609172.500000 Penalty: 5473.480957
	Iteration 85Q: 3 clusters Score -7609172 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -7609192.000000 Penalty: 5473.480957
	Iteration 86Q: 3 clusters Score -7609192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
Score: -7609221.000000 Penalty: 5473.480957
	Iteration 87Q: 3 clusters Score -7609221 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -7609250.500000 Penalty: 5473.480957
	Iteration 88Q: 3 clusters Score -7609250 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
Score: -7609256.000000 Penalty: 5473.480957
	Iteration 89Q: 3 clusters Score -7609256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -7609279.500000 Penalty: 5473.480957
	Iteration 90Q: 3 clusters Score -7609280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -7609276.500000 Penalty: 5473.480957
	Iteration 91Q: 3 clusters Score -7609276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -7609275.000000 Penalty: 5473.480957
	Iteration 92Q: 3 clusters Score -7609275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -7609277.500000 Penalty: 5473.480957
	Iteration 93Q: 3 clusters Score -7609278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 60418 members 
Entering Unmasked Estep 
Score: -7609283.000000 Penalty: 5473.480957
	Iteration 94Q: 3 clusters Score -7609283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 60443 members 
Entering Unmasked Estep 
Score: -7609291.000000 Penalty: 5473.480957
	Iteration 95Q: 3 clusters Score -7609291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 60464 members 
Entering Unmasked Estep 
Score: -7609281.500000 Penalty: 5473.480957
	Iteration 96Q: 3 clusters Score -7609282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -7609290.000000 Penalty: 5473.480957
	Iteration 97Q: 3 clusters Score -7609290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -7609291.000000 Penalty: 5473.480957
	Iteration 98Q: 3 clusters Score -7609291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 60513 members 
Entering Unmasked Estep 
Score: -7609307.500000 Penalty: 5473.480957
	Iteration 99Q: 3 clusters Score -7609308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -7609311.000000 Penalty: 5473.480957
	Iteration 100F: 3 clusters Score -7609311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -7609309.000000 Penalty: 5473.480957
	Iteration 101Q: 3 clusters Score -7609309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 60533 members 
Entering Unmasked Estep 
Score: -7609307.000000 Penalty: 5473.480957
	Iteration 102Q: 3 clusters Score -7609307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -7609304.000000 Penalty: 5473.480957
	Iteration 103Q: 3 clusters Score -7609304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -7609315.500000 Penalty: 5473.480957
	Iteration 104Q: 3 clusters Score -7609316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
Score: -7609329.500000 Penalty: 5473.480957
	Iteration 105Q: 3 clusters Score -7609330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -7609327.500000 Penalty: 5473.480957
	Iteration 106Q: 3 clusters Score -7609328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -7609333.000000 Penalty: 5473.480957
	Iteration 107Q: 3 clusters Score -7609333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -7609326.500000 Penalty: 5473.480957
	Iteration 108Q: 3 clusters Score -7609326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 60594 members 
Entering Unmasked Estep 
Score: -7609331.500000 Penalty: 5473.480957
	Iteration 109Q: 3 clusters Score -7609332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 60603 members 
Entering Unmasked Estep 
Score: -7609328.000000 Penalty: 5473.480957
	Iteration 110Q: 3 clusters Score -7609328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
Score: -7609333.500000 Penalty: 5473.480957
	Iteration 111Q: 3 clusters Score -7609334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -7609333.500000 Penalty: 5473.480957
	Iteration 112Q: 3 clusters Score -7609334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -7609325.000000 Penalty: 5473.480957
	Iteration 113Q: 3 clusters Score -7609325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -7609327.500000 Penalty: 5473.480957
	Iteration 114Q: 3 clusters Score -7609328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -7609333.500000 Penalty: 5473.480957
	Iteration 115Q: 3 clusters Score -7609334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -7609331.500000 Penalty: 5473.480957
	Iteration 116Q: 3 clusters Score -7609332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 60658 members 
Entering Unmasked Estep 
Score: -7609331.000000 Penalty: 5473.480957
	Iteration 117Q: 3 clusters Score -7609331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -7609327.000000 Penalty: 5473.480957
	Iteration 118Q: 3 clusters Score -7609327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -7609319.500000 Penalty: 5473.480957
	Iteration 119Q: 3 clusters Score -7609320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -7609325.500000 Penalty: 5473.480957
	Iteration 120F: 3 clusters Score -7609326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 60695 members 
Entering Unmasked Estep 
Score: -7609323.500000 Penalty: 5473.480957
	Iteration 121Q: 3 clusters Score -7609324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
Score: -7609334.500000 Penalty: 5473.480957
	Iteration 122Q: 3 clusters Score -7609334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 60711 members 
Entering Unmasked Estep 
Score: -7609333.000000 Penalty: 5473.480957
	Iteration 123Q: 3 clusters Score -7609333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -7609325.000000 Penalty: 5473.480957
	Iteration 124Q: 3 clusters Score -7609325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -7609338.500000 Penalty: 5473.480957
	Iteration 125Q: 3 clusters Score -7609338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -7609343.500000 Penalty: 5473.480957
	Iteration 126Q: 3 clusters Score -7609344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -7609350.000000 Penalty: 5473.480957
	Iteration 127Q: 3 clusters Score -7609350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -7609350.500000 Penalty: 5473.480957
	Iteration 128Q: 3 clusters Score -7609350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 60769 members 
Entering Unmasked Estep 
Score: -7609346.500000 Penalty: 5473.480957
	Iteration 129Q: 3 clusters Score -7609346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -7609341.000000 Penalty: 5473.480957
	Iteration 130Q: 3 clusters Score -7609341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 60777 members 
Entering Unmasked Estep 
Score: -7609353.500000 Penalty: 5473.480957
	Iteration 131Q: 3 clusters Score -7609354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -7609352.000000 Penalty: 5473.480957
	Iteration 132Q: 3 clusters Score -7609352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -7609350.000000 Penalty: 5473.480957
	Iteration 133Q: 3 clusters Score -7609350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -7609352.000000 Penalty: 5473.480957
	Iteration 134Q: 3 clusters Score -7609352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -7609359.000000 Penalty: 5473.480957
	Iteration 135Q: 3 clusters Score -7609359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -7609359.500000 Penalty: 5473.480957
	Iteration 136Q: 3 clusters Score -7609360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
Score: -7609373.500000 Penalty: 5473.480957
	Iteration 137Q: 3 clusters Score -7609374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -7609362.000000 Penalty: 5473.480957
	Iteration 138Q: 3 clusters Score -7609362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -7609369.500000 Penalty: 5473.480957
	Iteration 139Q: 3 clusters Score -7609370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -7609371.000000 Penalty: 5473.480957
	Iteration 140F: 3 clusters Score -7609371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -7609374.500000 Penalty: 5473.480957
	Iteration 141Q: 3 clusters Score -7609374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -7609374.500000 Penalty: 5473.480957
	Iteration 142Q: 3 clusters Score -7609374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -7609377.500000 Penalty: 5473.480957
	Iteration 143Q: 3 clusters Score -7609378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -7609367.500000 Penalty: 5473.480957
	Iteration 144Q: 3 clusters Score -7609368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -7609374.000000 Penalty: 5473.480957
	Iteration 145Q: 3 clusters Score -7609374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -7609371.000000 Penalty: 5473.480957
	Iteration 146Q: 3 clusters Score -7609371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -7609371.000000 Penalty: 5473.480957
	Iteration 147F: 3 clusters Score -7609371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -78218.164062 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -78218.16 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 386 members 
Entering Unmasked Estep 
Score: -76486.500000 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -76486.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -76721.726562 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -76721.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76784.539062 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -76784.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -76805.703125 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -76805.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -76820.835938 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -76820.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -76826.132812 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -76826.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -76833.203125 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -76833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -76834.992188 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -76834.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -76839.734375 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -76839.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76844.468750 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -76844.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76849.351562 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -76849.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76853.406250 Penalty: 3308.071045
	Iteration 11Q: 3 clusters Score -76853.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76855.500000 Penalty: 3308.071045
	Iteration 12Q: 3 clusters Score -76855.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76857.234375 Penalty: 3308.071045
	Iteration 13Q: 3 clusters Score -76857.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76857.921875 Penalty: 3308.071045
	Iteration 14Q: 3 clusters Score -76857.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -76859.156250 Penalty: 3308.071045
	Iteration 15Q: 3 clusters Score -76859.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76860.257812 Penalty: 3308.071045
	Iteration 16Q: 3 clusters Score -76860.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76861.148438 Penalty: 3308.071045
	Iteration 17Q: 3 clusters Score -76861.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76861.148438 Penalty: 3308.071045
	Iteration 18F: 3 clusters Score -76861.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (175429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175429 members 
Entering Unmasked Estep 
Score: -21394520.000000 Penalty: 2994.597412
	Iteration 0F: 2 clusters Score -2.139452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87840 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -21278828.000000 Penalty: 5989.194824
	Iteration 0F: 3 clusters Score -2.127883e+07 nChanged 83928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89404 members 
Mstep: Class 2 contains 86025 members 
Entering Unmasked Estep 
Score: -21327924.000000 Penalty: 5989.194824
	Iteration 1F: 3 clusters Score -2.132792e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90344 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -21328632.000000 Penalty: 5989.194824
	Iteration 2Q: 3 clusters Score -2.132863e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91639 members 
Mstep: Class 2 contains 83790 members 
Entering Unmasked Estep 
Score: -21329416.000000 Penalty: 5989.194824
	Iteration 3Q: 3 clusters Score -2.132942e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93590 members 
Mstep: Class 2 contains 81839 members 
Entering Unmasked Estep 
Score: -21330548.000000 Penalty: 5989.194824
	Iteration 4Q: 3 clusters Score -2.133055e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96586 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
Score: -21331920.000000 Penalty: 5989.194824
	Iteration 5Q: 3 clusters Score -2.133192e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101222 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -21333714.000000 Penalty: 5989.194824
	Iteration 6Q: 3 clusters Score -2.133371e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108146 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -21337160.000000 Penalty: 5989.194824
	Iteration 7Q: 3 clusters Score -2.133716e+07 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117816 members 
Mstep: Class 2 contains 57613 members 
Entering Unmasked Estep 
Score: -21343094.000000 Penalty: 5989.194824
	Iteration 8F: 3 clusters Score -2.134309e+07 nChanged 12796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130562 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -21352604.000000 Penalty: 5989.194824
	Iteration 9F: 3 clusters Score -2.13526e+07 nChanged 14746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145302 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -21365374.000000 Penalty: 5989.194824
	Iteration 10F: 3 clusters Score -2.136537e+07 nChanged 13365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158667 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -21377658.000000 Penalty: 5989.194824
	Iteration 11F: 3 clusters Score -2.137766e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167992 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -21385876.000000 Penalty: 5989.194824
	Iteration 12F: 3 clusters Score -2.138588e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172651 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -21389854.000000 Penalty: 5989.194824
	Iteration 13Q: 3 clusters Score -2.138985e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174373 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -21391198.000000 Penalty: 5989.194824
	Iteration 14Q: 3 clusters Score -2.13912e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174846 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21391552.000000 Penalty: 5989.194824
	Iteration 15Q: 3 clusters Score -2.139155e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174991 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -21391690.000000 Penalty: 5989.194824
	Iteration 16Q: 3 clusters Score -2.139169e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175049 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -21391752.000000 Penalty: 5989.194824
	Iteration 17Q: 3 clusters Score -2.139175e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175074 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -21391784.000000 Penalty: 5989.194824
	Iteration 18Q: 3 clusters Score -2.139178e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175099 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21391810.000000 Penalty: 5989.194824
	Iteration 19Q: 3 clusters Score -2.139181e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175111 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -21391830.000000 Penalty: 5989.194824
	Iteration 20F: 3 clusters Score -2.139183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175114 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -21391828.000000 Penalty: 5989.194824
	Iteration 21Q: 3 clusters Score -2.139183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175117 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -21391832.000000 Penalty: 5989.194824
	Iteration 22Q: 3 clusters Score -2.139183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175120 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -21391840.000000 Penalty: 5989.194824
	Iteration 23Q: 3 clusters Score -2.139184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -21391840.000000 Penalty: 5989.194824
	Iteration 24Q: 3 clusters Score -2.139184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -21391840.000000 Penalty: 5989.194824
	Iteration 25F: 3 clusters Score -2.139184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (179762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179762 members 
Entering Unmasked Estep 
Score: -21898678.000000 Penalty: 3000.648438
	Iteration 0F: 2 clusters Score -2.189868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89716 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -21780048.000000 Penalty: 6001.296875
	Iteration 0F: 3 clusters Score -2.178005e+07 nChanged 86460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88062 members 
Mstep: Class 2 contains 91700 members 
Entering Unmasked Estep 
Score: -21830672.000000 Penalty: 6001.296875
	Iteration 1F: 3 clusters Score -2.183067e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87048 members 
Mstep: Class 2 contains 92714 members 
Entering Unmasked Estep 
Score: -21832114.000000 Penalty: 6001.296875
	Iteration 2Q: 3 clusters Score -2.183211e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85383 members 
Mstep: Class 2 contains 94379 members 
Entering Unmasked Estep 
Score: -21834082.000000 Penalty: 6001.296875
	Iteration 3Q: 3 clusters Score -2.183408e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82632 members 
Mstep: Class 2 contains 97130 members 
Entering Unmasked Estep 
Score: -21836986.000000 Penalty: 6001.296875
	Iteration 4Q: 3 clusters Score -2.183699e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78374 members 
Mstep: Class 2 contains 101388 members 
Entering Unmasked Estep 
Score: -21841538.000000 Penalty: 6001.296875
	Iteration 5Q: 3 clusters Score -2.184154e+07 nChanged 11155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72413 members 
Mstep: Class 2 contains 107349 members 
Entering Unmasked Estep 
Score: -21848930.000000 Penalty: 6001.296875
	Iteration 6F: 3 clusters Score -2.184893e+07 nChanged 12758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65101 members 
Mstep: Class 2 contains 114661 members 
Entering Unmasked Estep 
Score: -21858592.000000 Penalty: 6001.296875
	Iteration 7F: 3 clusters Score -2.185859e+07 nChanged 12833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57982 members 
Mstep: Class 2 contains 121780 members 
Entering Unmasked Estep 
Score: -21869266.000000 Penalty: 6001.296875
	Iteration 8F: 3 clusters Score -2.186927e+07 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 127094 members 
Entering Unmasked Estep 
Score: -21876554.000000 Penalty: 6001.296875
	Iteration 9F: 3 clusters Score -2.187655e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 130931 members 
Entering Unmasked Estep 
Score: -21880276.000000 Penalty: 6001.296875
	Iteration 10Q: 3 clusters Score -2.188028e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 134165 members 
Entering Unmasked Estep 
Score: -21882560.000000 Penalty: 6001.296875
	Iteration 11Q: 3 clusters Score -2.188256e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 137189 members 
Entering Unmasked Estep 
Score: -21883996.000000 Penalty: 6001.296875
	Iteration 12Q: 3 clusters Score -2.1884e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 140048 members 
Entering Unmasked Estep 
Score: -21885452.000000 Penalty: 6001.296875
	Iteration 13Q: 3 clusters Score -2.188545e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 142833 members 
Entering Unmasked Estep 
Score: -21886946.000000 Penalty: 6001.296875
	Iteration 14Q: 3 clusters Score -2.188695e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 145572 members 
Entering Unmasked Estep 
Score: -21888298.000000 Penalty: 6001.296875
	Iteration 15Q: 3 clusters Score -2.18883e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 148062 members 
Entering Unmasked Estep 
Score: -21889314.000000 Penalty: 6001.296875
	Iteration 16Q: 3 clusters Score -2.188931e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 150458 members 
Entering Unmasked Estep 
Score: -21890328.000000 Penalty: 6001.296875
	Iteration 17Q: 3 clusters Score -2.189033e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 152724 members 
Entering Unmasked Estep 
Score: -21891250.000000 Penalty: 6001.296875
	Iteration 18Q: 3 clusters Score -2.189125e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 154851 members 
Entering Unmasked Estep 
Score: -21891948.000000 Penalty: 6001.296875
	Iteration 19Q: 3 clusters Score -2.189195e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 156844 members 
Entering Unmasked Estep 
Score: -21892438.000000 Penalty: 6001.296875
	Iteration 20F: 3 clusters Score -2.189244e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 158624 members 
Entering Unmasked Estep 
Score: -21892966.000000 Penalty: 6001.296875
	Iteration 21Q: 3 clusters Score -2.189297e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 160274 members 
Entering Unmasked Estep 
Score: -21893256.000000 Penalty: 6001.296875
	Iteration 22Q: 3 clusters Score -2.189326e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 161829 members 
Entering Unmasked Estep 
Score: -21893594.000000 Penalty: 6001.296875
	Iteration 23Q: 3 clusters Score -2.189359e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 163275 members 
Entering Unmasked Estep 
Score: -21893978.000000 Penalty: 6001.296875
	Iteration 24Q: 3 clusters Score -2.189398e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 164650 members 
Entering Unmasked Estep 
Score: -21894338.000000 Penalty: 6001.296875
	Iteration 25Q: 3 clusters Score -2.189434e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 165918 members 
Entering Unmasked Estep 
Score: -21894700.000000 Penalty: 6001.296875
	Iteration 26Q: 3 clusters Score -2.18947e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 167126 members 
Entering Unmasked Estep 
Score: -21894880.000000 Penalty: 6001.296875
	Iteration 27Q: 3 clusters Score -2.189488e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 168228 members 
Entering Unmasked Estep 
Score: -21895126.000000 Penalty: 6001.296875
	Iteration 28Q: 3 clusters Score -2.189513e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 169231 members 
Entering Unmasked Estep 
Score: -21895326.000000 Penalty: 6001.296875
	Iteration 29Q: 3 clusters Score -2.189533e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 170113 members 
Entering Unmasked Estep 
Score: -21895558.000000 Penalty: 6001.296875
	Iteration 30Q: 3 clusters Score -2.189556e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 170905 members 
Entering Unmasked Estep 
Score: -21895664.000000 Penalty: 6001.296875
	Iteration 31Q: 3 clusters Score -2.189566e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 171591 members 
Entering Unmasked Estep 
Score: -21895774.000000 Penalty: 6001.296875
	Iteration 32Q: 3 clusters Score -2.189577e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 172189 members 
Entering Unmasked Estep 
Score: -21895952.000000 Penalty: 6001.296875
	Iteration 33Q: 3 clusters Score -2.189595e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 172696 members 
Entering Unmasked Estep 
Score: -21896020.000000 Penalty: 6001.296875
	Iteration 34Q: 3 clusters Score -2.189602e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 173163 members 
Entering Unmasked Estep 
Score: -21896132.000000 Penalty: 6001.296875
	Iteration 35Q: 3 clusters Score -2.189613e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 173571 members 
Entering Unmasked Estep 
Score: -21896238.000000 Penalty: 6001.296875
	Iteration 36Q: 3 clusters Score -2.189624e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 173951 members 
Entering Unmasked Estep 
Score: -21896238.000000 Penalty: 6001.296875
	Iteration 37Q: 3 clusters Score -2.189624e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 174304 members 
Entering Unmasked Estep 
Score: -21896260.000000 Penalty: 6001.296875
	Iteration 38Q: 3 clusters Score -2.189626e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 174645 members 
Entering Unmasked Estep 
Score: -21896368.000000 Penalty: 6001.296875
	Iteration 39Q: 3 clusters Score -2.189637e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 174944 members 
Entering Unmasked Estep 
Score: -21896410.000000 Penalty: 6001.296875
	Iteration 40F: 3 clusters Score -2.189641e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 175196 members 
Entering Unmasked Estep 
Score: -21896448.000000 Penalty: 6001.296875
	Iteration 41Q: 3 clusters Score -2.189645e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 175439 members 
Entering Unmasked Estep 
Score: -21896486.000000 Penalty: 6001.296875
	Iteration 42Q: 3 clusters Score -2.189649e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 175632 members 
Entering Unmasked Estep 
Score: -21896578.000000 Penalty: 6001.296875
	Iteration 43Q: 3 clusters Score -2.189658e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 175783 members 
Entering Unmasked Estep 
Score: -21896604.000000 Penalty: 6001.296875
	Iteration 44Q: 3 clusters Score -2.18966e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 175925 members 
Entering Unmasked Estep 
Score: -21896646.000000 Penalty: 6001.296875
	Iteration 45Q: 3 clusters Score -2.189665e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 176030 members 
Entering Unmasked Estep 
Score: -21896688.000000 Penalty: 6001.296875
	Iteration 46Q: 3 clusters Score -2.189669e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 176094 members 
Entering Unmasked Estep 
Score: -21896716.000000 Penalty: 6001.296875
	Iteration 47Q: 3 clusters Score -2.189672e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 176148 members 
Entering Unmasked Estep 
Score: -21896746.000000 Penalty: 6001.296875
	Iteration 48Q: 3 clusters Score -2.189675e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 176201 members 
Entering Unmasked Estep 
Score: -21896748.000000 Penalty: 6001.296875
	Iteration 49Q: 3 clusters Score -2.189675e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 176258 members 
Entering Unmasked Estep 
Score: -21896780.000000 Penalty: 6001.296875
	Iteration 50Q: 3 clusters Score -2.189678e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 176323 members 
Entering Unmasked Estep 
Score: -21896804.000000 Penalty: 6001.296875
	Iteration 51Q: 3 clusters Score -2.18968e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 176377 members 
Entering Unmasked Estep 
Score: -21896804.000000 Penalty: 6001.296875
	Iteration 52Q: 3 clusters Score -2.18968e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 176424 members 
Entering Unmasked Estep 
Score: -21896814.000000 Penalty: 6001.296875
	Iteration 53Q: 3 clusters Score -2.189681e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 176473 members 
Entering Unmasked Estep 
Score: -21896824.000000 Penalty: 6001.296875
	Iteration 54Q: 3 clusters Score -2.189682e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 176525 members 
Entering Unmasked Estep 
Score: -21896858.000000 Penalty: 6001.296875
	Iteration 55Q: 3 clusters Score -2.189686e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 176573 members 
Entering Unmasked Estep 
Score: -21896862.000000 Penalty: 6001.296875
	Iteration 56Q: 3 clusters Score -2.189686e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 176619 members 
Entering Unmasked Estep 
Score: -21896862.000000 Penalty: 6001.296875
	Iteration 57Q: 3 clusters Score -2.189686e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 176659 members 
Entering Unmasked Estep 
Score: -21896912.000000 Penalty: 6001.296875
	Iteration 58Q: 3 clusters Score -2.189691e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 176692 members 
Entering Unmasked Estep 
Score: -21896930.000000 Penalty: 6001.296875
	Iteration 59Q: 3 clusters Score -2.189693e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 176723 members 
Entering Unmasked Estep 
Score: -21896934.000000 Penalty: 6001.296875
	Iteration 60F: 3 clusters Score -2.189693e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 176751 members 
Entering Unmasked Estep 
Score: -21896954.000000 Penalty: 6001.296875
	Iteration 61Q: 3 clusters Score -2.189695e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 176785 members 
Entering Unmasked Estep 
Score: -21896954.000000 Penalty: 6001.296875
	Iteration 62Q: 3 clusters Score -2.189695e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 176807 members 
Entering Unmasked Estep 
Score: -21896962.000000 Penalty: 6001.296875
	Iteration 63Q: 3 clusters Score -2.189696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 176824 members 
Entering Unmasked Estep 
Score: -21896970.000000 Penalty: 6001.296875
	Iteration 64Q: 3 clusters Score -2.189697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 176836 members 
Entering Unmasked Estep 
Score: -21896980.000000 Penalty: 6001.296875
	Iteration 65Q: 3 clusters Score -2.189698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 176845 members 
Entering Unmasked Estep 
Score: -21896960.000000 Penalty: 6001.296875
	Iteration 66Q: 3 clusters Score -2.189696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 176857 members 
Entering Unmasked Estep 
Score: -21896968.000000 Penalty: 6001.296875
	Iteration 67Q: 3 clusters Score -2.189697e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 176877 members 
Entering Unmasked Estep 
Score: -21896964.000000 Penalty: 6001.296875
	Iteration 68Q: 3 clusters Score -2.189696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 176885 members 
Entering Unmasked Estep 
Score: -21896964.000000 Penalty: 6001.296875
	Iteration 69Q: 3 clusters Score -2.189696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 176896 members 
Entering Unmasked Estep 
Score: -21896966.000000 Penalty: 6001.296875
	Iteration 70Q: 3 clusters Score -2.189697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 176902 members 
Entering Unmasked Estep 
Score: -21896986.000000 Penalty: 6001.296875
	Iteration 71Q: 3 clusters Score -2.189699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 176910 members 
Entering Unmasked Estep 
Score: -21896978.000000 Penalty: 6001.296875
	Iteration 72Q: 3 clusters Score -2.189698e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 176924 members 
Entering Unmasked Estep 
Score: -21896990.000000 Penalty: 6001.296875
	Iteration 73Q: 3 clusters Score -2.189699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 176934 members 
Entering Unmasked Estep 
Score: -21897000.000000 Penalty: 6001.296875
	Iteration 74Q: 3 clusters Score -2.1897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 176943 members 
Entering Unmasked Estep 
Score: -21896990.000000 Penalty: 6001.296875
	Iteration 75Q: 3 clusters Score -2.189699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 176951 members 
Entering Unmasked Estep 
Score: -21897006.000000 Penalty: 6001.296875
	Iteration 76Q: 3 clusters Score -2.189701e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 176963 members 
Entering Unmasked Estep 
Score: -21897010.000000 Penalty: 6001.296875
	Iteration 77Q: 3 clusters Score -2.189701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 176972 members 
Entering Unmasked Estep 
Score: -21897032.000000 Penalty: 6001.296875
	Iteration 78Q: 3 clusters Score -2.189703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 176984 members 
Entering Unmasked Estep 
Score: -21897042.000000 Penalty: 6001.296875
	Iteration 79Q: 3 clusters Score -2.189704e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 177002 members 
Entering Unmasked Estep 
Score: -21897034.000000 Penalty: 6001.296875
	Iteration 80F: 3 clusters Score -2.189703e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 177018 members 
Entering Unmasked Estep 
Score: -21897040.000000 Penalty: 6001.296875
	Iteration 81Q: 3 clusters Score -2.189704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 177034 members 
Entering Unmasked Estep 
Score: -21897036.000000 Penalty: 6001.296875
	Iteration 82Q: 3 clusters Score -2.189704e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 177054 members 
Entering Unmasked Estep 
Score: -21897034.000000 Penalty: 6001.296875
	Iteration 83Q: 3 clusters Score -2.189703e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 177077 members 
Entering Unmasked Estep 
Score: -21897038.000000 Penalty: 6001.296875
	Iteration 84Q: 3 clusters Score -2.189704e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 177089 members 
Entering Unmasked Estep 
Score: -21897040.000000 Penalty: 6001.296875
	Iteration 85Q: 3 clusters Score -2.189704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 177103 members 
Entering Unmasked Estep 
Score: -21897062.000000 Penalty: 6001.296875
	Iteration 86Q: 3 clusters Score -2.189706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 177120 members 
Entering Unmasked Estep 
Score: -21897050.000000 Penalty: 6001.296875
	Iteration 87Q: 3 clusters Score -2.189705e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 177138 members 
Entering Unmasked Estep 
Score: -21897036.000000 Penalty: 6001.296875
	Iteration 88Q: 3 clusters Score -2.189704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 177148 members 
Entering Unmasked Estep 
Score: -21897046.000000 Penalty: 6001.296875
	Iteration 89Q: 3 clusters Score -2.189705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 177155 members 
Entering Unmasked Estep 
Score: -21897028.000000 Penalty: 6001.296875
	Iteration 90Q: 3 clusters Score -2.189703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 177163 members 
Entering Unmasked Estep 
Score: -21897026.000000 Penalty: 6001.296875
	Iteration 91Q: 3 clusters Score -2.189703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 177170 members 
Entering Unmasked Estep 
Score: -21897022.000000 Penalty: 6001.296875
	Iteration 92Q: 3 clusters Score -2.189702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 177174 members 
Entering Unmasked Estep 
Score: -21897006.000000 Penalty: 6001.296875
	Iteration 93Q: 3 clusters Score -2.189701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 177180 members 
Entering Unmasked Estep 
Score: -21897008.000000 Penalty: 6001.296875
	Iteration 94Q: 3 clusters Score -2.189701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 177187 members 
Entering Unmasked Estep 
Score: -21897022.000000 Penalty: 6001.296875
	Iteration 95Q: 3 clusters Score -2.189702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 177199 members 
Entering Unmasked Estep 
Score: -21897044.000000 Penalty: 6001.296875
	Iteration 96Q: 3 clusters Score -2.189704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 177212 members 
Entering Unmasked Estep 
Score: -21897034.000000 Penalty: 6001.296875
	Iteration 97Q: 3 clusters Score -2.189703e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 177225 members 
Entering Unmasked Estep 
Score: -21897030.000000 Penalty: 6001.296875
	Iteration 98Q: 3 clusters Score -2.189703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 177233 members 
Entering Unmasked Estep 
Score: -21897030.000000 Penalty: 6001.296875
	Iteration 99Q: 3 clusters Score -2.189703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 177241 members 
Entering Unmasked Estep 
Score: -21897022.000000 Penalty: 6001.296875
	Iteration 100F: 3 clusters Score -2.189702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 177251 members 
Entering Unmasked Estep 
Score: -21897018.000000 Penalty: 6001.296875
	Iteration 101Q: 3 clusters Score -2.189702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 177258 members 
Entering Unmasked Estep 
Score: -21897022.000000 Penalty: 6001.296875
	Iteration 102Q: 3 clusters Score -2.189702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 177266 members 
Entering Unmasked Estep 
Score: -21897040.000000 Penalty: 6001.296875
	Iteration 103Q: 3 clusters Score -2.189704e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 177278 members 
Entering Unmasked Estep 
Score: -21897038.000000 Penalty: 6001.296875
	Iteration 104Q: 3 clusters Score -2.189704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 177294 members 
Entering Unmasked Estep 
Score: -21897020.000000 Penalty: 6001.296875
	Iteration 105Q: 3 clusters Score -2.189702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 177306 members 
Entering Unmasked Estep 
Score: -21897020.000000 Penalty: 6001.296875
	Iteration 106Q: 3 clusters Score -2.189702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 177316 members 
Entering Unmasked Estep 
Score: -21897020.000000 Penalty: 6001.296875
	Iteration 107Q: 3 clusters Score -2.189702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 177322 members 
Entering Unmasked Estep 
Score: -21897030.000000 Penalty: 6001.296875
	Iteration 108Q: 3 clusters Score -2.189703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 177323 members 
Entering Unmasked Estep 
Score: -21897024.000000 Penalty: 6001.296875
	Iteration 109Q: 3 clusters Score -2.189702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 177325 members 
Entering Unmasked Estep 
Score: -21897020.000000 Penalty: 6001.296875
	Iteration 110Q: 3 clusters Score -2.189702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 177327 members 
Entering Unmasked Estep 
Score: -21897010.000000 Penalty: 6001.296875
	Iteration 111Q: 3 clusters Score -2.189701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 177331 members 
Entering Unmasked Estep 
Score: -21897032.000000 Penalty: 6001.296875
	Iteration 112Q: 3 clusters Score -2.189703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 177335 members 
Entering Unmasked Estep 
Score: -21897038.000000 Penalty: 6001.296875
	Iteration 113Q: 3 clusters Score -2.189704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 177344 members 
Entering Unmasked Estep 
Score: -21897032.000000 Penalty: 6001.296875
	Iteration 114Q: 3 clusters Score -2.189703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 177350 members 
Entering Unmasked Estep 
Score: -21897040.000000 Penalty: 6001.296875
	Iteration 115Q: 3 clusters Score -2.189704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 177357 members 
Entering Unmasked Estep 
Score: -21897028.000000 Penalty: 6001.296875
	Iteration 116Q: 3 clusters Score -2.189703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 177361 members 
Entering Unmasked Estep 
Score: -21897020.000000 Penalty: 6001.296875
	Iteration 117Q: 3 clusters Score -2.189702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 177363 members 
Entering Unmasked Estep 
Score: -21897018.000000 Penalty: 6001.296875
	Iteration 118Q: 3 clusters Score -2.189702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 177366 members 
Entering Unmasked Estep 
Score: -21897016.000000 Penalty: 6001.296875
	Iteration 119Q: 3 clusters Score -2.189702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 177369 members 
Entering Unmasked Estep 
Score: -21897010.000000 Penalty: 6001.296875
	Iteration 120F: 3 clusters Score -2.189701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 177373 members 
Entering Unmasked Estep 
Score: -21897010.000000 Penalty: 6001.296875
	Iteration 121Q: 3 clusters Score -2.189701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 177380 members 
Entering Unmasked Estep 
Score: -21897000.000000 Penalty: 6001.296875
	Iteration 122Q: 3 clusters Score -2.1897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 177384 members 
Entering Unmasked Estep 
Score: -21896998.000000 Penalty: 6001.296875
	Iteration 123Q: 3 clusters Score -2.1897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 177388 members 
Entering Unmasked Estep 
Score: -21897012.000000 Penalty: 6001.296875
	Iteration 124Q: 3 clusters Score -2.189701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 177392 members 
Entering Unmasked Estep 
Score: -21897032.000000 Penalty: 6001.296875
	Iteration 125Q: 3 clusters Score -2.189703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 177397 members 
Entering Unmasked Estep 
Score: -21897022.000000 Penalty: 6001.296875
	Iteration 126Q: 3 clusters Score -2.189702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 177400 members 
Entering Unmasked Estep 
Score: -21897022.000000 Penalty: 6001.296875
	Iteration 127Q: 3 clusters Score -2.189702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 177406 members 
Entering Unmasked Estep 
Score: -21897030.000000 Penalty: 6001.296875
	Iteration 128Q: 3 clusters Score -2.189703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 177412 members 
Entering Unmasked Estep 
Score: -21897020.000000 Penalty: 6001.296875
	Iteration 129Q: 3 clusters Score -2.189702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 177419 members 
Entering Unmasked Estep 
Score: -21897034.000000 Penalty: 6001.296875
	Iteration 130Q: 3 clusters Score -2.189703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 177422 members 
Entering Unmasked Estep 
Score: -21897040.000000 Penalty: 6001.296875
	Iteration 131Q: 3 clusters Score -2.189704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 177425 members 
Entering Unmasked Estep 
Score: -21897030.000000 Penalty: 6001.296875
	Iteration 132Q: 3 clusters Score -2.189703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 177430 members 
Entering Unmasked Estep 
Score: -21897054.000000 Penalty: 6001.296875
	Iteration 133Q: 3 clusters Score -2.189705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 177432 members 
Entering Unmasked Estep 
Score: -21897052.000000 Penalty: 6001.296875
	Iteration 134Q: 3 clusters Score -2.189705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 177434 members 
Entering Unmasked Estep 
Score: -21897046.000000 Penalty: 6001.296875
	Iteration 135Q: 3 clusters Score -2.189705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 177433 members 
Entering Unmasked Estep 
Score: -21897052.000000 Penalty: 6001.296875
	Iteration 136Q: 3 clusters Score -2.189705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 177434 members 
Entering Unmasked Estep 
Score: -21897040.000000 Penalty: 6001.296875
	Iteration 137Q: 3 clusters Score -2.189704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 177434 members 
Entering Unmasked Estep 
Score: -21897040.000000 Penalty: 6001.296875
	Iteration 138F: 3 clusters Score -2.189704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -61605.167969 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -61605.17 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 297 members 
Entering Unmasked Estep 
Score: -60108.875000 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -60108.88 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60423.613281 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -60423.61 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -60598.003906 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -60598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -60673.613281 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -60673.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60698.683594 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -60698.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -60729.687500 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -60729.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -60756.148438 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -60756.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -60771.335938 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -60771.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -60784.800781 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -60784.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -60786.539062 Penalty: 3186.735107
	Iteration 9Q: 3 clusters Score -60786.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -60793.765625 Penalty: 3186.735107
	Iteration 10Q: 3 clusters Score -60793.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -60799.906250 Penalty: 3186.735107
	Iteration 11Q: 3 clusters Score -60799.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -60804.519531 Penalty: 3186.735107
	Iteration 12Q: 3 clusters Score -60804.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -60805.304688 Penalty: 3186.735107
	Iteration 13Q: 3 clusters Score -60805.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -60805.304688 Penalty: 3186.735107
	Iteration 14F: 3 clusters Score -60805.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Entering Unmasked Estep 
Score: -426404.312500 Penalty: 2040.455444
	Iteration 0F: 2 clusters Score -426404.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -422647.593750 Penalty: 4080.910889
	Iteration 0F: 3 clusters Score -422647.6 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -423416.000000 Penalty: 4080.910889
	Iteration 1F: 3 clusters Score -423416 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -423586.937500 Penalty: 4080.910889
	Iteration 2F: 3 clusters Score -423586.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -423680.750000 Penalty: 4080.910889
	Iteration 3Q: 3 clusters Score -423680.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -423748.406250 Penalty: 4080.910889
	Iteration 4Q: 3 clusters Score -423748.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -423803.281250 Penalty: 4080.910889
	Iteration 5Q: 3 clusters Score -423803.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -423832.218750 Penalty: 4080.910889
	Iteration 6Q: 3 clusters Score -423832.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -423850.843750 Penalty: 4080.910889
	Iteration 7Q: 3 clusters Score -423850.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -423860.718750 Penalty: 4080.910889
	Iteration 8Q: 3 clusters Score -423860.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -423867.000000 Penalty: 4080.910889
	Iteration 9Q: 3 clusters Score -423867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -423869.281250 Penalty: 4080.910889
	Iteration 10Q: 3 clusters Score -423869.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -423871.875000 Penalty: 4080.910889
	Iteration 11Q: 3 clusters Score -423871.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -423873.812500 Penalty: 4080.910889
	Iteration 12Q: 3 clusters Score -423873.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -423876.875000 Penalty: 4080.910889
	Iteration 13Q: 3 clusters Score -423876.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -423879.937500 Penalty: 4080.910889
	Iteration 14Q: 3 clusters Score -423879.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -423882.781250 Penalty: 4080.910889
	Iteration 15Q: 3 clusters Score -423882.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -423886.437500 Penalty: 4080.910889
	Iteration 16Q: 3 clusters Score -423886.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -423890.718750 Penalty: 4080.910889
	Iteration 17Q: 3 clusters Score -423890.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -423892.687500 Penalty: 4080.910889
	Iteration 18Q: 3 clusters Score -423892.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -423896.906250 Penalty: 4080.910889
	Iteration 19Q: 3 clusters Score -423896.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -423901.281250 Penalty: 4080.910889
	Iteration 20F: 3 clusters Score -423901.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -423905.937500 Penalty: 4080.910889
	Iteration 21Q: 3 clusters Score -423905.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -423911.093750 Penalty: 4080.910889
	Iteration 22Q: 3 clusters Score -423911.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -423916.437500 Penalty: 4080.910889
	Iteration 23Q: 3 clusters Score -423916.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -423919.781250 Penalty: 4080.910889
	Iteration 24Q: 3 clusters Score -423919.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -423922.781250 Penalty: 4080.910889
	Iteration 25Q: 3 clusters Score -423922.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -423927.093750 Penalty: 4080.910889
	Iteration 26Q: 3 clusters Score -423927.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -423928.531250 Penalty: 4080.910889
	Iteration 27Q: 3 clusters Score -423928.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -423931.718750 Penalty: 4080.910889
	Iteration 28Q: 3 clusters Score -423931.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -423935.437500 Penalty: 4080.910889
	Iteration 29Q: 3 clusters Score -423935.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -423937.531250 Penalty: 4080.910889
	Iteration 30Q: 3 clusters Score -423937.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -423938.093750 Penalty: 4080.910889
	Iteration 31Q: 3 clusters Score -423938.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -423940.093750 Penalty: 4080.910889
	Iteration 32Q: 3 clusters Score -423940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -423942.375000 Penalty: 4080.910889
	Iteration 33Q: 3 clusters Score -423942.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -423944.125000 Penalty: 4080.910889
	Iteration 34Q: 3 clusters Score -423944.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -423944.406250 Penalty: 4080.910889
	Iteration 35Q: 3 clusters Score -423944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -423945.500000 Penalty: 4080.910889
	Iteration 36Q: 3 clusters Score -423945.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -423945.937500 Penalty: 4080.910889
	Iteration 37Q: 3 clusters Score -423945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -423946.031250 Penalty: 4080.910889
	Iteration 38Q: 3 clusters Score -423946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -423946.031250 Penalty: 4080.910889
	Iteration 39F: 3 clusters Score -423946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Entering Unmasked Estep 
Score: -298653.062500 Penalty: 1949.134521
	Iteration 0F: 2 clusters Score -298653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -295616.625000 Penalty: 3898.269043
	Iteration 0F: 3 clusters Score -295616.6 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -296238.281250 Penalty: 3898.269043
	Iteration 1F: 3 clusters Score -296238.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -296404.718750 Penalty: 3898.269043
	Iteration 2F: 3 clusters Score -296404.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -296500.281250 Penalty: 3898.269043
	Iteration 3Q: 3 clusters Score -296500.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -296560.093750 Penalty: 3898.269043
	Iteration 4Q: 3 clusters Score -296560.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -296587.781250 Penalty: 3898.269043
	Iteration 5Q: 3 clusters Score -296587.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -296609.187500 Penalty: 3898.269043
	Iteration 6Q: 3 clusters Score -296609.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -296631.281250 Penalty: 3898.269043
	Iteration 7Q: 3 clusters Score -296631.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -296649.718750 Penalty: 3898.269043
	Iteration 8Q: 3 clusters Score -296649.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -296666.343750 Penalty: 3898.269043
	Iteration 9Q: 3 clusters Score -296666.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -296678.656250 Penalty: 3898.269043
	Iteration 10Q: 3 clusters Score -296678.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -296688.125000 Penalty: 3898.269043
	Iteration 11Q: 3 clusters Score -296688.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -296701.812500 Penalty: 3898.269043
	Iteration 12Q: 3 clusters Score -296701.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -296714.656250 Penalty: 3898.269043
	Iteration 13Q: 3 clusters Score -296714.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -296721.468750 Penalty: 3898.269043
	Iteration 14Q: 3 clusters Score -296721.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -296732.593750 Penalty: 3898.269043
	Iteration 15Q: 3 clusters Score -296732.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -296744.093750 Penalty: 3898.269043
	Iteration 16Q: 3 clusters Score -296744.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -296752.375000 Penalty: 3898.269043
	Iteration 17Q: 3 clusters Score -296752.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -296758.187500 Penalty: 3898.269043
	Iteration 18Q: 3 clusters Score -296758.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -296762.625000 Penalty: 3898.269043
	Iteration 19Q: 3 clusters Score -296762.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -296764.625000 Penalty: 3898.269043
	Iteration 20F: 3 clusters Score -296764.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -296766.375000 Penalty: 3898.269043
	Iteration 21Q: 3 clusters Score -296766.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -296768.500000 Penalty: 3898.269043
	Iteration 22Q: 3 clusters Score -296768.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -296769.000000 Penalty: 3898.269043
	Iteration 23Q: 3 clusters Score -296769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -296771.781250 Penalty: 3898.269043
	Iteration 24Q: 3 clusters Score -296771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -296775.718750 Penalty: 3898.269043
	Iteration 25Q: 3 clusters Score -296775.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -296778.531250 Penalty: 3898.269043
	Iteration 26Q: 3 clusters Score -296778.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -296782.093750 Penalty: 3898.269043
	Iteration 27Q: 3 clusters Score -296782.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -296785.500000 Penalty: 3898.269043
	Iteration 28Q: 3 clusters Score -296785.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -296787.000000 Penalty: 3898.269043
	Iteration 29Q: 3 clusters Score -296787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -296788.687500 Penalty: 3898.269043
	Iteration 30Q: 3 clusters Score -296788.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -296789.093750 Penalty: 3898.269043
	Iteration 31Q: 3 clusters Score -296789.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -296791.218750 Penalty: 3898.269043
	Iteration 32Q: 3 clusters Score -296791.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -296793.000000 Penalty: 3898.269043
	Iteration 33Q: 3 clusters Score -296793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -296794.125000 Penalty: 3898.269043
	Iteration 34Q: 3 clusters Score -296794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -296794.843750 Penalty: 3898.269043
	Iteration 35Q: 3 clusters Score -296794.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -296794.843750 Penalty: 3898.269043
	Iteration 36F: 3 clusters Score -296794.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 145554 members 
Mstep: Class 5 contains 228154 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47684 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16467 members 
Mstep: Class 11 contains 62022 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175429 members 
Mstep: Class 14 contains 179762 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305184.000000 Penalty: 57676.941406
Iteration 359Q: 18 clusters Score -1.043052e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 145651 members 
Mstep: Class 5 contains 228124 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16467 members 
Mstep: Class 11 contains 62015 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175415 members 
Mstep: Class 14 contains 179717 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305184.000000 Penalty: 57676.941406
Iteration 360F: 18 clusters Score -1.043052e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 145720 members 
Mstep: Class 5 contains 228091 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16471 members 
Mstep: Class 11 contains 62007 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175415 members 
Mstep: Class 14 contains 179685 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305104.000000 Penalty: 57676.941406
Iteration 361Q: 18 clusters Score -1.043051e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 145817 members 
Mstep: Class 5 contains 228047 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47678 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16472 members 
Mstep: Class 11 contains 61999 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175417 members 
Mstep: Class 14 contains 179642 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305144.000000 Penalty: 57676.941406
Iteration 362Q: 18 clusters Score -1.043051e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 145918 members 
Mstep: Class 5 contains 228002 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47677 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16471 members 
Mstep: Class 11 contains 61990 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175412 members 
Mstep: Class 14 contains 179603 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305200.000000 Penalty: 57676.941406
Iteration 363Q: 18 clusters Score -1.043052e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 146002 members 
Mstep: Class 5 contains 227954 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47677 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16475 members 
Mstep: Class 11 contains 61988 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175416 members 
Mstep: Class 14 contains 179561 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305144.000000 Penalty: 57676.941406
Iteration 364Q: 18 clusters Score -1.043051e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 146107 members 
Mstep: Class 5 contains 227888 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47678 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16483 members 
Mstep: Class 11 contains 61984 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175417 members 
Mstep: Class 14 contains 179516 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305128.000000 Penalty: 57676.941406
Iteration 365Q: 18 clusters Score -1.043051e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 146217 members 
Mstep: Class 5 contains 227813 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16490 members 
Mstep: Class 11 contains 61975 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175415 members 
Mstep: Class 14 contains 179485 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305072.000000 Penalty: 57676.941406
Iteration 366Q: 18 clusters Score -1.043051e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 146315 members 
Mstep: Class 5 contains 227745 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47682 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16502 members 
Mstep: Class 11 contains 61966 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175415 members 
Mstep: Class 14 contains 179449 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304920.000000 Penalty: 57676.941406
Iteration 367Q: 18 clusters Score -1.043049e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 146382 members 
Mstep: Class 5 contains 227715 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47684 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16508 members 
Mstep: Class 11 contains 61961 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175420 members 
Mstep: Class 14 contains 179404 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305016.000000 Penalty: 57676.941406
Iteration 368Q: 18 clusters Score -1.04305e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 146447 members 
Mstep: Class 5 contains 227691 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47685 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16511 members 
Mstep: Class 11 contains 61960 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175422 members 
Mstep: Class 14 contains 179358 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305080.000000 Penalty: 57676.941406
Iteration 369Q: 18 clusters Score -1.043051e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 146505 members 
Mstep: Class 5 contains 227660 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16515 members 
Mstep: Class 11 contains 61960 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175431 members 
Mstep: Class 14 contains 179319 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305176.000000 Penalty: 57676.941406
Iteration 370Q: 18 clusters Score -1.043052e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 146558 members 
Mstep: Class 5 contains 227642 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47682 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16519 members 
Mstep: Class 11 contains 61960 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175426 members 
Mstep: Class 14 contains 179285 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305176.000000 Penalty: 57676.941406
Iteration 371Q: 18 clusters Score -1.043052e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 146621 members 
Mstep: Class 5 contains 227636 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16519 members 
Mstep: Class 11 contains 61954 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175419 members 
Mstep: Class 14 contains 179245 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305224.000000 Penalty: 57676.941406
Iteration 372Q: 18 clusters Score -1.043052e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 146702 members 
Mstep: Class 5 contains 227627 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47676 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16518 members 
Mstep: Class 11 contains 61948 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175397 members 
Mstep: Class 14 contains 179206 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305232.000000 Penalty: 57676.941406
Iteration 373Q: 18 clusters Score -1.043052e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 146761 members 
Mstep: Class 5 contains 227621 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47672 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16521 members 
Mstep: Class 11 contains 61943 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175381 members 
Mstep: Class 14 contains 179176 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305224.000000 Penalty: 57676.941406
Iteration 374Q: 18 clusters Score -1.043052e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 146816 members 
Mstep: Class 5 contains 227616 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47672 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16523 members 
Mstep: Class 11 contains 61940 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175369 members 
Mstep: Class 14 contains 179139 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305184.000000 Penalty: 57676.941406
Iteration 375Q: 18 clusters Score -1.043052e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 146868 members 
Mstep: Class 5 contains 227607 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47672 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16523 members 
Mstep: Class 11 contains 61940 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175367 members 
Mstep: Class 14 contains 179098 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305152.000000 Penalty: 57676.941406
Iteration 376Q: 18 clusters Score -1.043052e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 146920 members 
Mstep: Class 5 contains 227593 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47671 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16524 members 
Mstep: Class 11 contains 61946 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175357 members 
Mstep: Class 14 contains 179064 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305232.000000 Penalty: 57676.941406
Iteration 377Q: 18 clusters Score -1.043052e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 146977 members 
Mstep: Class 5 contains 227579 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47668 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16524 members 
Mstep: Class 11 contains 61947 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175349 members 
Mstep: Class 14 contains 179032 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305208.000000 Penalty: 57676.941406
Iteration 378Q: 18 clusters Score -1.043052e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147020 members 
Mstep: Class 5 contains 227560 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47669 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16525 members 
Mstep: Class 11 contains 61945 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175345 members 
Mstep: Class 14 contains 179012 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305224.000000 Penalty: 57676.941406
Iteration 379Q: 18 clusters Score -1.043052e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147064 members 
Mstep: Class 5 contains 227549 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47669 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16526 members 
Mstep: Class 11 contains 61945 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175340 members 
Mstep: Class 14 contains 178983 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305216.000000 Penalty: 57676.941406
Iteration 380F: 18 clusters Score -1.043052e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147101 members 
Mstep: Class 5 contains 227537 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47667 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16528 members 
Mstep: Class 11 contains 61949 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175329 members 
Mstep: Class 14 contains 178965 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305224.000000 Penalty: 57676.941406
Iteration 381Q: 18 clusters Score -1.043052e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147147 members 
Mstep: Class 5 contains 227520 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47666 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16532 members 
Mstep: Class 11 contains 61949 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175319 members 
Mstep: Class 14 contains 178943 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305336.000000 Penalty: 57676.941406
Iteration 382Q: 18 clusters Score -1.043053e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147191 members 
Mstep: Class 5 contains 227497 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47668 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16535 members 
Mstep: Class 11 contains 61949 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175306 members 
Mstep: Class 14 contains 178930 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305360.000000 Penalty: 57676.941406
Iteration 383Q: 18 clusters Score -1.043054e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147226 members 
Mstep: Class 5 contains 227469 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47669 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16539 members 
Mstep: Class 11 contains 61947 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175302 members 
Mstep: Class 14 contains 178923 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305392.000000 Penalty: 57676.941406
Iteration 384Q: 18 clusters Score -1.043054e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147272 members 
Mstep: Class 5 contains 227438 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47670 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16543 members 
Mstep: Class 11 contains 61946 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175292 members 
Mstep: Class 14 contains 178913 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305368.000000 Penalty: 57676.941406
Iteration 385Q: 18 clusters Score -1.043054e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147312 members 
Mstep: Class 5 contains 227406 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47672 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16546 members 
Mstep: Class 11 contains 61946 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175288 members 
Mstep: Class 14 contains 178904 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305368.000000 Penalty: 57676.941406
Iteration 386Q: 18 clusters Score -1.043054e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147368 members 
Mstep: Class 5 contains 227371 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47674 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16549 members 
Mstep: Class 11 contains 61943 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175279 members 
Mstep: Class 14 contains 178891 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305480.000000 Penalty: 57676.941406
Iteration 387Q: 18 clusters Score -1.043055e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147425 members 
Mstep: Class 5 contains 227341 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47674 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16555 members 
Mstep: Class 11 contains 61938 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175268 members 
Mstep: Class 14 contains 178874 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305568.000000 Penalty: 57676.941406
Iteration 388Q: 18 clusters Score -1.043056e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147488 members 
Mstep: Class 5 contains 227315 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47675 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16563 members 
Mstep: Class 11 contains 61935 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175250 members 
Mstep: Class 14 contains 178850 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305600.000000 Penalty: 57676.941406
Iteration 389Q: 18 clusters Score -1.043056e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147552 members 
Mstep: Class 5 contains 227296 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47677 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16571 members 
Mstep: Class 11 contains 61930 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175228 members 
Mstep: Class 14 contains 178820 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305528.000000 Penalty: 57676.941406
Iteration 390Q: 18 clusters Score -1.043055e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147600 members 
Mstep: Class 5 contains 227290 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47678 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16570 members 
Mstep: Class 11 contains 61929 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175207 members 
Mstep: Class 14 contains 178800 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305552.000000 Penalty: 57676.941406
Iteration 391Q: 18 clusters Score -1.043056e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147646 members 
Mstep: Class 5 contains 227275 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47677 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16574 members 
Mstep: Class 11 contains 61930 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175195 members 
Mstep: Class 14 contains 178777 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305592.000000 Penalty: 57676.941406
Iteration 392Q: 18 clusters Score -1.043056e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147689 members 
Mstep: Class 5 contains 227255 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47678 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16582 members 
Mstep: Class 11 contains 61931 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175172 members 
Mstep: Class 14 contains 178767 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305488.000000 Penalty: 57676.941406
Iteration 393Q: 18 clusters Score -1.043055e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147740 members 
Mstep: Class 5 contains 227226 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47680 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16590 members 
Mstep: Class 11 contains 61929 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175160 members 
Mstep: Class 14 contains 178748 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305520.000000 Penalty: 57676.941406
Iteration 394Q: 18 clusters Score -1.043055e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147794 members 
Mstep: Class 5 contains 227209 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47680 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16590 members 
Mstep: Class 11 contains 61930 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175143 members 
Mstep: Class 14 contains 178727 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305528.000000 Penalty: 57676.941406
Iteration 395Q: 18 clusters Score -1.043055e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147855 members 
Mstep: Class 5 contains 227181 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47675 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16595 members 
Mstep: Class 11 contains 61929 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175125 members 
Mstep: Class 14 contains 178712 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305488.000000 Penalty: 57676.941406
Iteration 396Q: 18 clusters Score -1.043055e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147893 members 
Mstep: Class 5 contains 227164 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47673 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16597 members 
Mstep: Class 11 contains 61930 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175117 members 
Mstep: Class 14 contains 178698 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305600.000000 Penalty: 57676.941406
Iteration 397Q: 18 clusters Score -1.043056e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147929 members 
Mstep: Class 5 contains 227143 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47672 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16600 members 
Mstep: Class 11 contains 61928 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175111 members 
Mstep: Class 14 contains 178689 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305512.000000 Penalty: 57676.941406
Iteration 398Q: 18 clusters Score -1.043055e+08 nChanged 102
Entering ConstructFrom: 
Score: -104305512.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -89151.515625 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -89151.52 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 458 members 
Entering Unmasked Estep 
Score: -87316.781250 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -87316.78 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -87612.757812 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -87612.76 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -87706.164062 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -87706.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -87772.164062 Penalty: 3361.147461
	Iteration 3Q: 3 clusters Score -87772.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -87807.570312 Penalty: 3361.147461
	Iteration 4Q: 3 clusters Score -87807.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -87822.445312 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -87822.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -87842.539062 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -87842.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -87853.593750 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -87853.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -87859.625000 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -87859.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -87866.578125 Penalty: 3361.147461
	Iteration 9Q: 3 clusters Score -87866.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -87874.304688 Penalty: 3361.147461
	Iteration 10Q: 3 clusters Score -87874.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -87887.750000 Penalty: 3361.147461
	Iteration 11Q: 3 clusters Score -87887.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -87893.507812 Penalty: 3361.147461
	Iteration 12Q: 3 clusters Score -87893.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -87903.093750 Penalty: 3361.147461
	Iteration 13Q: 3 clusters Score -87903.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -87912.570312 Penalty: 3361.147461
	Iteration 14Q: 3 clusters Score -87912.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -87918.265625 Penalty: 3361.147461
	Iteration 15Q: 3 clusters Score -87918.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -87923.039062 Penalty: 3361.147461
	Iteration 16Q: 3 clusters Score -87923.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -87923.039062 Penalty: 3361.147461
	Iteration 17F: 3 clusters Score -87923.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -291072.562500 Penalty: 1956.585815
	Iteration 0F: 2 clusters Score -291072.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -288017.343750 Penalty: 3913.171631
	Iteration 0F: 3 clusters Score -288017.3 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -288616.437500 Penalty: 3913.171631
	Iteration 1F: 3 clusters Score -288616.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -288731.625000 Penalty: 3913.171631
	Iteration 2F: 3 clusters Score -288731.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -288808.656250 Penalty: 3913.171631
	Iteration 3Q: 3 clusters Score -288808.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -288867.187500 Penalty: 3913.171631
	Iteration 4Q: 3 clusters Score -288867.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -288917.593750 Penalty: 3913.171631
	Iteration 5Q: 3 clusters Score -288917.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -288954.687500 Penalty: 3913.171631
	Iteration 6Q: 3 clusters Score -288954.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -288980.968750 Penalty: 3913.171631
	Iteration 7Q: 3 clusters Score -288981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -288999.937500 Penalty: 3913.171631
	Iteration 8Q: 3 clusters Score -288999.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -289014.875000 Penalty: 3913.171631
	Iteration 9Q: 3 clusters Score -289014.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -289028.125000 Penalty: 3913.171631
	Iteration 10Q: 3 clusters Score -289028.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -289044.781250 Penalty: 3913.171631
	Iteration 11Q: 3 clusters Score -289044.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -289061.625000 Penalty: 3913.171631
	Iteration 12Q: 3 clusters Score -289061.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -289077.937500 Penalty: 3913.171631
	Iteration 13Q: 3 clusters Score -289077.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -289089.500000 Penalty: 3913.171631
	Iteration 14Q: 3 clusters Score -289089.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -289103.718750 Penalty: 3913.171631
	Iteration 15Q: 3 clusters Score -289103.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -289117.281250 Penalty: 3913.171631
	Iteration 16Q: 3 clusters Score -289117.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -289131.593750 Penalty: 3913.171631
	Iteration 17Q: 3 clusters Score -289131.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -289150.625000 Penalty: 3913.171631
	Iteration 18Q: 3 clusters Score -289150.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -289165.750000 Penalty: 3913.171631
	Iteration 19Q: 3 clusters Score -289165.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -289177.812500 Penalty: 3913.171631
	Iteration 20F: 3 clusters Score -289177.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -289188.406250 Penalty: 3913.171631
	Iteration 21Q: 3 clusters Score -289188.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -289198.625000 Penalty: 3913.171631
	Iteration 22Q: 3 clusters Score -289198.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -289209.156250 Penalty: 3913.171631
	Iteration 23Q: 3 clusters Score -289209.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -289216.875000 Penalty: 3913.171631
	Iteration 24Q: 3 clusters Score -289216.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -289222.281250 Penalty: 3913.171631
	Iteration 25Q: 3 clusters Score -289222.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -289229.218750 Penalty: 3913.171631
	Iteration 26Q: 3 clusters Score -289229.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -289232.218750 Penalty: 3913.171631
	Iteration 27Q: 3 clusters Score -289232.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -289239.437500 Penalty: 3913.171631
	Iteration 28Q: 3 clusters Score -289239.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -289244.812500 Penalty: 3913.171631
	Iteration 29Q: 3 clusters Score -289244.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -289252.281250 Penalty: 3913.171631
	Iteration 30Q: 3 clusters Score -289252.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -289259.437500 Penalty: 3913.171631
	Iteration 31Q: 3 clusters Score -289259.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -289265.218750 Penalty: 3913.171631
	Iteration 32Q: 3 clusters Score -289265.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -289270.437500 Penalty: 3913.171631
	Iteration 33Q: 3 clusters Score -289270.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -289275.875000 Penalty: 3913.171631
	Iteration 34Q: 3 clusters Score -289275.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -289279.218750 Penalty: 3913.171631
	Iteration 35Q: 3 clusters Score -289279.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -289284.406250 Penalty: 3913.171631
	Iteration 36Q: 3 clusters Score -289284.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -289291.437500 Penalty: 3913.171631
	Iteration 37Q: 3 clusters Score -289291.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -289299.281250 Penalty: 3913.171631
	Iteration 38Q: 3 clusters Score -289299.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -289315.687500 Penalty: 3913.171631
	Iteration 39Q: 3 clusters Score -289315.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -289341.656250 Penalty: 3913.171631
	Iteration 40F: 3 clusters Score -289341.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -289370.500000 Penalty: 3913.171631
	Iteration 41Q: 3 clusters Score -289370.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -289398.218750 Penalty: 3913.171631
	Iteration 42Q: 3 clusters Score -289398.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -289429.781250 Penalty: 3913.171631
	Iteration 43Q: 3 clusters Score -289429.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -289458.468750 Penalty: 3913.171631
	Iteration 44Q: 3 clusters Score -289458.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -289491.625000 Penalty: 3913.171631
	Iteration 45Q: 3 clusters Score -289491.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -289514.437500 Penalty: 3913.171631
	Iteration 46Q: 3 clusters Score -289514.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -289540.218750 Penalty: 3913.171631
	Iteration 47Q: 3 clusters Score -289540.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -289556.000000 Penalty: 3913.171631
	Iteration 48Q: 3 clusters Score -289556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -289562.718750 Penalty: 3913.171631
	Iteration 49Q: 3 clusters Score -289562.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -289569.125000 Penalty: 3913.171631
	Iteration 50Q: 3 clusters Score -289569.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -289578.312500 Penalty: 3913.171631
	Iteration 51Q: 3 clusters Score -289578.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -289585.156250 Penalty: 3913.171631
	Iteration 52Q: 3 clusters Score -289585.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -289591.406250 Penalty: 3913.171631
	Iteration 53Q: 3 clusters Score -289591.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -289598.031250 Penalty: 3913.171631
	Iteration 54Q: 3 clusters Score -289598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -289603.531250 Penalty: 3913.171631
	Iteration 55Q: 3 clusters Score -289603.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -289610.625000 Penalty: 3913.171631
	Iteration 56Q: 3 clusters Score -289610.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -289612.156250 Penalty: 3913.171631
	Iteration 57Q: 3 clusters Score -289612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -289615.312500 Penalty: 3913.171631
	Iteration 58Q: 3 clusters Score -289615.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -289619.375000 Penalty: 3913.171631
	Iteration 59Q: 3 clusters Score -289619.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -289620.843750 Penalty: 3913.171631
	Iteration 60F: 3 clusters Score -289620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -289621.718750 Penalty: 3913.171631
	Iteration 61Q: 3 clusters Score -289621.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -289622.812500 Penalty: 3913.171631
	Iteration 62Q: 3 clusters Score -289622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -289624.750000 Penalty: 3913.171631
	Iteration 63Q: 3 clusters Score -289624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -289626.250000 Penalty: 3913.171631
	Iteration 64Q: 3 clusters Score -289626.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -289626.250000 Penalty: 3913.171631
	Iteration 65F: 3 clusters Score -289626.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -33947.292969 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -33947.29 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 214 members 
Entering Unmasked Estep 
Score: -32622.431641 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -32622.43 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32810.730469 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -32810.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32870.980469 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -32870.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32901.675781 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -32901.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32916.843750 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -32916.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32927.449219 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -32927.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32927.449219 Penalty: 2992.410889
	Iteration 6F: 3 clusters Score -32927.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (147980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147980 members 
Entering Unmasked Estep 
Score: -18025322.000000 Penalty: 2952.398438
	Iteration 0F: 2 clusters Score -1.802532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73792 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -17925998.000000 Penalty: 5904.796875
	Iteration 0F: 3 clusters Score -1.7926e+07 nChanged 70608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70612 members 
Mstep: Class 2 contains 77368 members 
Entering Unmasked Estep 
Score: -17967190.000000 Penalty: 5904.796875
	Iteration 1F: 3 clusters Score -1.796719e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68810 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -17968182.000000 Penalty: 5904.796875
	Iteration 2Q: 3 clusters Score -1.796818e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -17969480.000000 Penalty: 5904.796875
	Iteration 3Q: 3 clusters Score -1.796948e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 86243 members 
Entering Unmasked Estep 
Score: -17971614.000000 Penalty: 5904.796875
	Iteration 4Q: 3 clusters Score -1.797161e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 92522 members 
Entering Unmasked Estep 
Score: -17975126.000000 Penalty: 5904.796875
	Iteration 5Q: 3 clusters Score -1.797513e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 101381 members 
Entering Unmasked Estep 
Score: -17981338.000000 Penalty: 5904.796875
	Iteration 6F: 3 clusters Score -1.798134e+07 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 112716 members 
Entering Unmasked Estep 
Score: -17990856.000000 Penalty: 5904.796875
	Iteration 7F: 3 clusters Score -1.799086e+07 nChanged 12151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 124793 members 
Entering Unmasked Estep 
Score: -18002062.000000 Penalty: 5904.796875
	Iteration 8F: 3 clusters Score -1.800206e+07 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 134685 members 
Entering Unmasked Estep 
Score: -18011398.000000 Penalty: 5904.796875
	Iteration 9F: 3 clusters Score -1.80114e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 140898 members 
Entering Unmasked Estep 
Score: -18017218.000000 Penalty: 5904.796875
	Iteration 10Q: 3 clusters Score -1.801722e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 144312 members 
Entering Unmasked Estep 
Score: -18020302.000000 Penalty: 5904.796875
	Iteration 11Q: 3 clusters Score -1.80203e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 145897 members 
Entering Unmasked Estep 
Score: -18021564.000000 Penalty: 5904.796875
	Iteration 12Q: 3 clusters Score -1.802156e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 146647 members 
Entering Unmasked Estep 
Score: -18022174.000000 Penalty: 5904.796875
	Iteration 13Q: 3 clusters Score -1.802217e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 146975 members 
Entering Unmasked Estep 
Score: -18022420.000000 Penalty: 5904.796875
	Iteration 14Q: 3 clusters Score -1.802242e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 147142 members 
Entering Unmasked Estep 
Score: -18022582.000000 Penalty: 5904.796875
	Iteration 15Q: 3 clusters Score -1.802258e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 147219 members 
Entering Unmasked Estep 
Score: -18022658.000000 Penalty: 5904.796875
	Iteration 16Q: 3 clusters Score -1.802266e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 147276 members 
Entering Unmasked Estep 
Score: -18022718.000000 Penalty: 5904.796875
	Iteration 17Q: 3 clusters Score -1.802272e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 147312 members 
Entering Unmasked Estep 
Score: -18022748.000000 Penalty: 5904.796875
	Iteration 18Q: 3 clusters Score -1.802275e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 147347 members 
Entering Unmasked Estep 
Score: -18022784.000000 Penalty: 5904.796875
	Iteration 19Q: 3 clusters Score -1.802278e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 147371 members 
Entering Unmasked Estep 
Score: -18022820.000000 Penalty: 5904.796875
	Iteration 20F: 3 clusters Score -1.802282e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 147386 members 
Entering Unmasked Estep 
Score: -18022850.000000 Penalty: 5904.796875
	Iteration 21Q: 3 clusters Score -1.802285e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 147400 members 
Entering Unmasked Estep 
Score: -18022848.000000 Penalty: 5904.796875
	Iteration 22Q: 3 clusters Score -1.802285e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 147408 members 
Entering Unmasked Estep 
Score: -18022870.000000 Penalty: 5904.796875
	Iteration 23Q: 3 clusters Score -1.802287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 147411 members 
Entering Unmasked Estep 
Score: -18022878.000000 Penalty: 5904.796875
	Iteration 24Q: 3 clusters Score -1.802288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 147417 members 
Entering Unmasked Estep 
Score: -18022884.000000 Penalty: 5904.796875
	Iteration 25Q: 3 clusters Score -1.802288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 147428 members 
Entering Unmasked Estep 
Score: -18022896.000000 Penalty: 5904.796875
	Iteration 26Q: 3 clusters Score -1.80229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 147432 members 
Entering Unmasked Estep 
Score: -18022888.000000 Penalty: 5904.796875
	Iteration 27Q: 3 clusters Score -1.802289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 147434 members 
Entering Unmasked Estep 
Score: -18022894.000000 Penalty: 5904.796875
	Iteration 28Q: 3 clusters Score -1.802289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 147434 members 
Entering Unmasked Estep 
Score: -18022904.000000 Penalty: 5904.796875
	Iteration 29Q: 3 clusters Score -1.80229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 147435 members 
Entering Unmasked Estep 
Score: -18022900.000000 Penalty: 5904.796875
	Iteration 30Q: 3 clusters Score -1.80229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 147436 members 
Entering Unmasked Estep 
Score: -18022908.000000 Penalty: 5904.796875
	Iteration 31Q: 3 clusters Score -1.802291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 147436 members 
Entering Unmasked Estep 
Score: -18022908.000000 Penalty: 5904.796875
	Iteration 32F: 3 clusters Score -1.802291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (227128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227128 members 
Entering Unmasked Estep 
Score: -27487666.000000 Penalty: 3058.650635
	Iteration 0F: 2 clusters Score -2.748767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113406 members 
Mstep: Class 2 contains 113722 members 
Entering Unmasked Estep 
Score: -27339546.000000 Penalty: 6117.301270
	Iteration 0F: 3 clusters Score -2.733955e+07 nChanged 109529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111043 members 
Mstep: Class 2 contains 116085 members 
Entering Unmasked Estep 
Score: -27403502.000000 Penalty: 6117.301270
	Iteration 1F: 3 clusters Score -2.74035e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109868 members 
Mstep: Class 2 contains 117260 members 
Entering Unmasked Estep 
Score: -27404714.000000 Penalty: 6117.301270
	Iteration 2Q: 3 clusters Score -2.740471e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108183 members 
Mstep: Class 2 contains 118945 members 
Entering Unmasked Estep 
Score: -27406252.000000 Penalty: 6117.301270
	Iteration 3Q: 3 clusters Score -2.740625e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105586 members 
Mstep: Class 2 contains 121542 members 
Entering Unmasked Estep 
Score: -27408106.000000 Penalty: 6117.301270
	Iteration 4Q: 3 clusters Score -2.740811e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101859 members 
Mstep: Class 2 contains 125269 members 
Entering Unmasked Estep 
Score: -27411162.000000 Penalty: 6117.301270
	Iteration 5Q: 3 clusters Score -2.741116e+07 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96575 members 
Mstep: Class 2 contains 130553 members 
Entering Unmasked Estep 
Score: -27415362.000000 Penalty: 6117.301270
	Iteration 6Q: 3 clusters Score -2.741536e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 137862 members 
Entering Unmasked Estep 
Score: -27421244.000000 Penalty: 6117.301270
	Iteration 7Q: 3 clusters Score -2.742124e+07 nChanged 12474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80040 members 
Mstep: Class 2 contains 147088 members 
Entering Unmasked Estep 
Score: -27429614.000000 Penalty: 6117.301270
	Iteration 8F: 3 clusters Score -2.742961e+07 nChanged 13738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 157852 members 
Entering Unmasked Estep 
Score: -27439478.000000 Penalty: 6117.301270
	Iteration 9F: 3 clusters Score -2.743948e+07 nChanged 13900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 169184 members 
Entering Unmasked Estep 
Score: -27449304.000000 Penalty: 6117.301270
	Iteration 10F: 3 clusters Score -2.74493e+07 nChanged 12473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 179549 members 
Entering Unmasked Estep 
Score: -27457850.000000 Penalty: 6117.301270
	Iteration 11F: 3 clusters Score -2.745785e+07 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 188557 members 
Entering Unmasked Estep 
Score: -27464574.000000 Penalty: 6117.301270
	Iteration 12Q: 3 clusters Score -2.746457e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 196094 members 
Entering Unmasked Estep 
Score: -27469516.000000 Penalty: 6117.301270
	Iteration 13Q: 3 clusters Score -2.746952e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 202417 members 
Entering Unmasked Estep 
Score: -27473516.000000 Penalty: 6117.301270
	Iteration 14Q: 3 clusters Score -2.747352e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 207666 members 
Entering Unmasked Estep 
Score: -27476322.000000 Penalty: 6117.301270
	Iteration 15Q: 3 clusters Score -2.747632e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 211933 members 
Entering Unmasked Estep 
Score: -27478676.000000 Penalty: 6117.301270
	Iteration 16Q: 3 clusters Score -2.747868e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 215293 members 
Entering Unmasked Estep 
Score: -27480362.000000 Penalty: 6117.301270
	Iteration 17Q: 3 clusters Score -2.748036e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 217851 members 
Entering Unmasked Estep 
Score: -27481780.000000 Penalty: 6117.301270
	Iteration 18Q: 3 clusters Score -2.748178e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 219852 members 
Entering Unmasked Estep 
Score: -27482748.000000 Penalty: 6117.301270
	Iteration 19Q: 3 clusters Score -2.748275e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 221320 members 
Entering Unmasked Estep 
Score: -27483420.000000 Penalty: 6117.301270
	Iteration 20F: 3 clusters Score -2.748342e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 222416 members 
Entering Unmasked Estep 
Score: -27483940.000000 Penalty: 6117.301270
	Iteration 21Q: 3 clusters Score -2.748394e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 223206 members 
Entering Unmasked Estep 
Score: -27484396.000000 Penalty: 6117.301270
	Iteration 22Q: 3 clusters Score -2.74844e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 223760 members 
Entering Unmasked Estep 
Score: -27484774.000000 Penalty: 6117.301270
	Iteration 23Q: 3 clusters Score -2.748477e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 224181 members 
Entering Unmasked Estep 
Score: -27485064.000000 Penalty: 6117.301270
	Iteration 24Q: 3 clusters Score -2.748506e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 224458 members 
Entering Unmasked Estep 
Score: -27485250.000000 Penalty: 6117.301270
	Iteration 25Q: 3 clusters Score -2.748525e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 224636 members 
Entering Unmasked Estep 
Score: -27485428.000000 Penalty: 6117.301270
	Iteration 26Q: 3 clusters Score -2.748543e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 224778 members 
Entering Unmasked Estep 
Score: -27485552.000000 Penalty: 6117.301270
	Iteration 27Q: 3 clusters Score -2.748555e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 224869 members 
Entering Unmasked Estep 
Score: -27485654.000000 Penalty: 6117.301270
	Iteration 28Q: 3 clusters Score -2.748565e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 224928 members 
Entering Unmasked Estep 
Score: -27485730.000000 Penalty: 6117.301270
	Iteration 29Q: 3 clusters Score -2.748573e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 224974 members 
Entering Unmasked Estep 
Score: -27485822.000000 Penalty: 6117.301270
	Iteration 30Q: 3 clusters Score -2.748582e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 224997 members 
Entering Unmasked Estep 
Score: -27485836.000000 Penalty: 6117.301270
	Iteration 31Q: 3 clusters Score -2.748584e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 225009 members 
Entering Unmasked Estep 
Score: -27485944.000000 Penalty: 6117.301270
	Iteration 32Q: 3 clusters Score -2.748594e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 225000 members 
Entering Unmasked Estep 
Score: -27485974.000000 Penalty: 6117.301270
	Iteration 33Q: 3 clusters Score -2.748597e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 224998 members 
Entering Unmasked Estep 
Score: -27486018.000000 Penalty: 6117.301270
	Iteration 34Q: 3 clusters Score -2.748602e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 225006 members 
Entering Unmasked Estep 
Score: -27486054.000000 Penalty: 6117.301270
	Iteration 35Q: 3 clusters Score -2.748605e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 225002 members 
Entering Unmasked Estep 
Score: -27486096.000000 Penalty: 6117.301270
	Iteration 36Q: 3 clusters Score -2.74861e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 224981 members 
Entering Unmasked Estep 
Score: -27486102.000000 Penalty: 6117.301270
	Iteration 37Q: 3 clusters Score -2.74861e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 224978 members 
Entering Unmasked Estep 
Score: -27486136.000000 Penalty: 6117.301270
	Iteration 38Q: 3 clusters Score -2.748614e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 224978 members 
Entering Unmasked Estep 
Score: -27486130.000000 Penalty: 6117.301270
	Iteration 39Q: 3 clusters Score -2.748613e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 224981 members 
Entering Unmasked Estep 
Score: -27486156.000000 Penalty: 6117.301270
	Iteration 40F: 3 clusters Score -2.748616e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 224973 members 
Entering Unmasked Estep 
Score: -27486176.000000 Penalty: 6117.301270
	Iteration 41Q: 3 clusters Score -2.748618e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 224970 members 
Entering Unmasked Estep 
Score: -27486180.000000 Penalty: 6117.301270
	Iteration 42Q: 3 clusters Score -2.748618e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 224964 members 
Entering Unmasked Estep 
Score: -27486210.000000 Penalty: 6117.301270
	Iteration 43Q: 3 clusters Score -2.748621e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 224953 members 
Entering Unmasked Estep 
Score: -27486206.000000 Penalty: 6117.301270
	Iteration 44Q: 3 clusters Score -2.748621e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 224942 members 
Entering Unmasked Estep 
Score: -27486246.000000 Penalty: 6117.301270
	Iteration 45Q: 3 clusters Score -2.748625e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 224938 members 
Entering Unmasked Estep 
Score: -27486260.000000 Penalty: 6117.301270
	Iteration 46Q: 3 clusters Score -2.748626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 224937 members 
Entering Unmasked Estep 
Score: -27486230.000000 Penalty: 6117.301270
	Iteration 47Q: 3 clusters Score -2.748623e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 224928 members 
Entering Unmasked Estep 
Score: -27486254.000000 Penalty: 6117.301270
	Iteration 48Q: 3 clusters Score -2.748625e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 224925 members 
Entering Unmasked Estep 
Score: -27486254.000000 Penalty: 6117.301270
	Iteration 49Q: 3 clusters Score -2.748625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 224923 members 
Entering Unmasked Estep 
Score: -27486238.000000 Penalty: 6117.301270
	Iteration 50Q: 3 clusters Score -2.748624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 224925 members 
Entering Unmasked Estep 
Score: -27486240.000000 Penalty: 6117.301270
	Iteration 51Q: 3 clusters Score -2.748624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 224929 members 
Entering Unmasked Estep 
Score: -27486232.000000 Penalty: 6117.301270
	Iteration 52Q: 3 clusters Score -2.748623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 224928 members 
Entering Unmasked Estep 
Score: -27486242.000000 Penalty: 6117.301270
	Iteration 53Q: 3 clusters Score -2.748624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 224918 members 
Entering Unmasked Estep 
Score: -27486240.000000 Penalty: 6117.301270
	Iteration 54Q: 3 clusters Score -2.748624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 224911 members 
Entering Unmasked Estep 
Score: -27486250.000000 Penalty: 6117.301270
	Iteration 55Q: 3 clusters Score -2.748625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 224909 members 
Entering Unmasked Estep 
Score: -27486258.000000 Penalty: 6117.301270
	Iteration 56Q: 3 clusters Score -2.748626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 224910 members 
Entering Unmasked Estep 
Score: -27486262.000000 Penalty: 6117.301270
	Iteration 57Q: 3 clusters Score -2.748626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 224912 members 
Entering Unmasked Estep 
Score: -27486252.000000 Penalty: 6117.301270
	Iteration 58Q: 3 clusters Score -2.748625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 224915 members 
Entering Unmasked Estep 
Score: -27486274.000000 Penalty: 6117.301270
	Iteration 59Q: 3 clusters Score -2.748627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 224916 members 
Entering Unmasked Estep 
Score: -27486280.000000 Penalty: 6117.301270
	Iteration 60F: 3 clusters Score -2.748628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 224912 members 
Entering Unmasked Estep 
Score: -27486274.000000 Penalty: 6117.301270
	Iteration 61Q: 3 clusters Score -2.748627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 224898 members 
Entering Unmasked Estep 
Score: -27486286.000000 Penalty: 6117.301270
	Iteration 62Q: 3 clusters Score -2.748629e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 224885 members 
Entering Unmasked Estep 
Score: -27486274.000000 Penalty: 6117.301270
	Iteration 63Q: 3 clusters Score -2.748627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 224881 members 
Entering Unmasked Estep 
Score: -27486280.000000 Penalty: 6117.301270
	Iteration 64Q: 3 clusters Score -2.748628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 224878 members 
Entering Unmasked Estep 
Score: -27486268.000000 Penalty: 6117.301270
	Iteration 65Q: 3 clusters Score -2.748627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 224879 members 
Entering Unmasked Estep 
Score: -27486278.000000 Penalty: 6117.301270
	Iteration 66Q: 3 clusters Score -2.748628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 224880 members 
Entering Unmasked Estep 
Score: -27486286.000000 Penalty: 6117.301270
	Iteration 67Q: 3 clusters Score -2.748629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 224881 members 
Entering Unmasked Estep 
Score: -27486282.000000 Penalty: 6117.301270
	Iteration 68Q: 3 clusters Score -2.748628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 224882 members 
Entering Unmasked Estep 
Score: -27486284.000000 Penalty: 6117.301270
	Iteration 69Q: 3 clusters Score -2.748628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 224880 members 
Entering Unmasked Estep 
Score: -27486276.000000 Penalty: 6117.301270
	Iteration 70Q: 3 clusters Score -2.748628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 224879 members 
Entering Unmasked Estep 
Score: -27486282.000000 Penalty: 6117.301270
	Iteration 71Q: 3 clusters Score -2.748628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 224879 members 
Entering Unmasked Estep 
Score: -27486282.000000 Penalty: 6117.301270
	Iteration 72F: 3 clusters Score -2.748628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -510135.000000 Penalty: 2085.251221
	Iteration 0F: 2 clusters Score -510135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -505941.531250 Penalty: 4170.502441
	Iteration 0F: 3 clusters Score -505941.5 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -506868.875000 Penalty: 4170.502441
	Iteration 1F: 3 clusters Score -506868.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -507067.281250 Penalty: 4170.502441
	Iteration 2F: 3 clusters Score -507067.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -507184.437500 Penalty: 4170.502441
	Iteration 3Q: 3 clusters Score -507184.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -507260.375000 Penalty: 4170.502441
	Iteration 4Q: 3 clusters Score -507260.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -507312.750000 Penalty: 4170.502441
	Iteration 5Q: 3 clusters Score -507312.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -507349.281250 Penalty: 4170.502441
	Iteration 6Q: 3 clusters Score -507349.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -507378.531250 Penalty: 4170.502441
	Iteration 7Q: 3 clusters Score -507378.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -507401.187500 Penalty: 4170.502441
	Iteration 8Q: 3 clusters Score -507401.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -507423.875000 Penalty: 4170.502441
	Iteration 9Q: 3 clusters Score -507423.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -507448.531250 Penalty: 4170.502441
	Iteration 10Q: 3 clusters Score -507448.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -507469.812500 Penalty: 4170.502441
	Iteration 11Q: 3 clusters Score -507469.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -507490.812500 Penalty: 4170.502441
	Iteration 12Q: 3 clusters Score -507490.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -507507.281250 Penalty: 4170.502441
	Iteration 13Q: 3 clusters Score -507507.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -507517.093750 Penalty: 4170.502441
	Iteration 14Q: 3 clusters Score -507517.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -507526.843750 Penalty: 4170.502441
	Iteration 15Q: 3 clusters Score -507526.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -507537.250000 Penalty: 4170.502441
	Iteration 16Q: 3 clusters Score -507537.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -507549.750000 Penalty: 4170.502441
	Iteration 17Q: 3 clusters Score -507549.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -507559.125000 Penalty: 4170.502441
	Iteration 18Q: 3 clusters Score -507559.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -507567.562500 Penalty: 4170.502441
	Iteration 19Q: 3 clusters Score -507567.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -507578.812500 Penalty: 4170.502441
	Iteration 20F: 3 clusters Score -507578.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -507587.937500 Penalty: 4170.502441
	Iteration 21Q: 3 clusters Score -507587.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -507596.500000 Penalty: 4170.502441
	Iteration 22Q: 3 clusters Score -507596.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -507603.843750 Penalty: 4170.502441
	Iteration 23Q: 3 clusters Score -507603.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -507612.875000 Penalty: 4170.502441
	Iteration 24Q: 3 clusters Score -507612.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -507626.031250 Penalty: 4170.502441
	Iteration 25Q: 3 clusters Score -507626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -507640.343750 Penalty: 4170.502441
	Iteration 26Q: 3 clusters Score -507640.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -507650.812500 Penalty: 4170.502441
	Iteration 27Q: 3 clusters Score -507650.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -507663.875000 Penalty: 4170.502441
	Iteration 28Q: 3 clusters Score -507663.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -507675.593750 Penalty: 4170.502441
	Iteration 29Q: 3 clusters Score -507675.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -507688.593750 Penalty: 4170.502441
	Iteration 30Q: 3 clusters Score -507688.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -507709.656250 Penalty: 4170.502441
	Iteration 31Q: 3 clusters Score -507709.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -507726.250000 Penalty: 4170.502441
	Iteration 32Q: 3 clusters Score -507726.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -507741.531250 Penalty: 4170.502441
	Iteration 33Q: 3 clusters Score -507741.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -507756.593750 Penalty: 4170.502441
	Iteration 34Q: 3 clusters Score -507756.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -507773.031250 Penalty: 4170.502441
	Iteration 35Q: 3 clusters Score -507773 nChanged 35
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: -507786.718750 Penalty: 4170.502441
	Iteration 36Q: 3 clusters Score -507786.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -507809.250000 Penalty: 4170.502441
	Iteration 37Q: 3 clusters Score -507809.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -507829.062500 Penalty: 4170.502441
	Iteration 38Q: 3 clusters Score -507829.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -507852.062500 Penalty: 4170.502441
	Iteration 39Q: 3 clusters Score -507852.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -507876.437500 Penalty: 4170.502441
	Iteration 40F: 3 clusters Score -507876.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -507901.687500 Penalty: 4170.502441
	Iteration 41Q: 3 clusters Score -507901.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -507933.656250 Penalty: 4170.502441
	Iteration 42Q: 3 clusters Score -507933.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -507963.375000 Penalty: 4170.502441
	Iteration 43Q: 3 clusters Score -507963.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -507989.906250 Penalty: 4170.502441
	Iteration 44Q: 3 clusters Score -507989.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -508014.468750 Penalty: 4170.502441
	Iteration 45Q: 3 clusters Score -508014.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -508037.968750 Penalty: 4170.502441
	Iteration 46Q: 3 clusters Score -508038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -508059.718750 Penalty: 4170.502441
	Iteration 47Q: 3 clusters Score -508059.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -508076.718750 Penalty: 4170.502441
	Iteration 48Q: 3 clusters Score -508076.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -508097.531250 Penalty: 4170.502441
	Iteration 49Q: 3 clusters Score -508097.5 nChanged 34
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: -508112.593750 Penalty: 4170.502441
	Iteration 50Q: 3 clusters Score -508112.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -508124.656250 Penalty: 4170.502441
	Iteration 51Q: 3 clusters Score -508124.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -508136.687500 Penalty: 4170.502441
	Iteration 52Q: 3 clusters Score -508136.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -508148.093750 Penalty: 4170.502441
	Iteration 53Q: 3 clusters Score -508148.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -508157.000000 Penalty: 4170.502441
	Iteration 54Q: 3 clusters Score -508157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -508163.375000 Penalty: 4170.502441
	Iteration 55Q: 3 clusters Score -508163.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -508172.468750 Penalty: 4170.502441
	Iteration 56Q: 3 clusters Score -508172.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -508182.593750 Penalty: 4170.502441
	Iteration 57Q: 3 clusters Score -508182.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -508193.906250 Penalty: 4170.502441
	Iteration 58Q: 3 clusters Score -508193.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -508205.156250 Penalty: 4170.502441
	Iteration 59Q: 3 clusters Score -508205.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -508210.187500 Penalty: 4170.502441
	Iteration 60F: 3 clusters Score -508210.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -508215.000000 Penalty: 4170.502441
	Iteration 61Q: 3 clusters Score -508215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -508222.312500 Penalty: 4170.502441
	Iteration 62Q: 3 clusters Score -508222.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -508227.750000 Penalty: 4170.502441
	Iteration 63Q: 3 clusters Score -508227.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -508229.500000 Penalty: 4170.502441
	Iteration 64Q: 3 clusters Score -508229.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -508230.281250 Penalty: 4170.502441
	Iteration 65Q: 3 clusters Score -508230.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -508232.625000 Penalty: 4170.502441
	Iteration 66Q: 3 clusters Score -508232.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -508234.062500 Penalty: 4170.502441
	Iteration 67Q: 3 clusters Score -508234.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -508235.531250 Penalty: 4170.502441
	Iteration 68Q: 3 clusters Score -508235.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -508237.031250 Penalty: 4170.502441
	Iteration 69Q: 3 clusters Score -508237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -508238.968750 Penalty: 4170.502441
	Iteration 70Q: 3 clusters Score -508239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -508241.750000 Penalty: 4170.502441
	Iteration 71Q: 3 clusters Score -508241.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -508243.687500 Penalty: 4170.502441
	Iteration 72Q: 3 clusters Score -508243.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -508248.968750 Penalty: 4170.502441
	Iteration 73Q: 3 clusters Score -508249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -508252.312500 Penalty: 4170.502441
	Iteration 74Q: 3 clusters Score -508252.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -508254.468750 Penalty: 4170.502441
	Iteration 75Q: 3 clusters Score -508254.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -508260.468750 Penalty: 4170.502441
	Iteration 76Q: 3 clusters Score -508260.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -508267.468750 Penalty: 4170.502441
	Iteration 77Q: 3 clusters Score -508267.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -508272.625000 Penalty: 4170.502441
	Iteration 78Q: 3 clusters Score -508272.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -508282.843750 Penalty: 4170.502441
	Iteration 79Q: 3 clusters Score -508282.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -508295.875000 Penalty: 4170.502441
	Iteration 80F: 3 clusters Score -508295.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -508303.812500 Penalty: 4170.502441
	Iteration 81Q: 3 clusters Score -508303.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -508309.843750 Penalty: 4170.502441
	Iteration 82Q: 3 clusters Score -508309.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -508314.062500 Penalty: 4170.502441
	Iteration 83Q: 3 clusters Score -508314.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -508315.687500 Penalty: 4170.502441
	Iteration 84Q: 3 clusters Score -508315.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -508319.156250 Penalty: 4170.502441
	Iteration 85Q: 3 clusters Score -508319.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -508323.968750 Penalty: 4170.502441
	Iteration 86Q: 3 clusters Score -508324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -508327.500000 Penalty: 4170.502441
	Iteration 87Q: 3 clusters Score -508327.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -508330.968750 Penalty: 4170.502441
	Iteration 88Q: 3 clusters Score -508331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -508332.343750 Penalty: 4170.502441
	Iteration 89Q: 3 clusters Score -508332.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -508334.656250 Penalty: 4170.502441
	Iteration 90Q: 3 clusters Score -508334.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -508337.156250 Penalty: 4170.502441
	Iteration 91Q: 3 clusters Score -508337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -508339.406250 Penalty: 4170.502441
	Iteration 92Q: 3 clusters Score -508339.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -508346.500000 Penalty: 4170.502441
	Iteration 93Q: 3 clusters Score -508346.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -508351.093750 Penalty: 4170.502441
	Iteration 94Q: 3 clusters Score -508351.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -508352.187500 Penalty: 4170.502441
	Iteration 95Q: 3 clusters Score -508352.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -508353.687500 Penalty: 4170.502441
	Iteration 96Q: 3 clusters Score -508353.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -508354.781250 Penalty: 4170.502441
	Iteration 97Q: 3 clusters Score -508354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -508354.843750 Penalty: 4170.502441
	Iteration 98Q: 3 clusters Score -508354.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -508354.843750 Penalty: 4170.502441
	Iteration 99F: 3 clusters Score -508354.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -203748.156250 Penalty: 1868.356079
	Iteration 0F: 2 clusters Score -203748.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -201183.640625 Penalty: 3736.712158
	Iteration 0F: 3 clusters Score -201183.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -201604.468750 Penalty: 3736.712158
	Iteration 1F: 3 clusters Score -201604.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -201723.718750 Penalty: 3736.712158
	Iteration 2F: 3 clusters Score -201723.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -201800.125000 Penalty: 3736.712158
	Iteration 3Q: 3 clusters Score -201800.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -201836.812500 Penalty: 3736.712158
	Iteration 4Q: 3 clusters Score -201836.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -201865.500000 Penalty: 3736.712158
	Iteration 5Q: 3 clusters Score -201865.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -201887.671875 Penalty: 3736.712158
	Iteration 6Q: 3 clusters Score -201887.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -201904.062500 Penalty: 3736.712158
	Iteration 7Q: 3 clusters Score -201904.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -201912.906250 Penalty: 3736.712158
	Iteration 8Q: 3 clusters Score -201912.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -201922.343750 Penalty: 3736.712158
	Iteration 9Q: 3 clusters Score -201922.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -201931.406250 Penalty: 3736.712158
	Iteration 10Q: 3 clusters Score -201931.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -201940.390625 Penalty: 3736.712158
	Iteration 11Q: 3 clusters Score -201940.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -201946.953125 Penalty: 3736.712158
	Iteration 12Q: 3 clusters Score -201947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -201951.640625 Penalty: 3736.712158
	Iteration 13Q: 3 clusters Score -201951.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -201954.281250 Penalty: 3736.712158
	Iteration 14Q: 3 clusters Score -201954.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -201958.296875 Penalty: 3736.712158
	Iteration 15Q: 3 clusters Score -201958.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -201963.796875 Penalty: 3736.712158
	Iteration 16Q: 3 clusters Score -201963.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -201969.953125 Penalty: 3736.712158
	Iteration 17Q: 3 clusters Score -201970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -201977.718750 Penalty: 3736.712158
	Iteration 18Q: 3 clusters Score -201977.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -201984.796875 Penalty: 3736.712158
	Iteration 19Q: 3 clusters Score -201984.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -201993.281250 Penalty: 3736.712158
	Iteration 20F: 3 clusters Score -201993.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -202002.234375 Penalty: 3736.712158
	Iteration 21Q: 3 clusters Score -202002.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -202011.375000 Penalty: 3736.712158
	Iteration 22Q: 3 clusters Score -202011.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -202015.781250 Penalty: 3736.712158
	Iteration 23Q: 3 clusters Score -202015.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -202018.015625 Penalty: 3736.712158
	Iteration 24Q: 3 clusters Score -202018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -202019.687500 Penalty: 3736.712158
	Iteration 25Q: 3 clusters Score -202019.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -202021.750000 Penalty: 3736.712158
	Iteration 26Q: 3 clusters Score -202021.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -202023.718750 Penalty: 3736.712158
	Iteration 27Q: 3 clusters Score -202023.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -202024.515625 Penalty: 3736.712158
	Iteration 28Q: 3 clusters Score -202024.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -202024.515625 Penalty: 3736.712158
	Iteration 29F: 3 clusters Score -202024.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Entering Unmasked Estep 
Score: -5616138.000000 Penalty: 2671.475586
	Iteration 0F: 2 clusters Score -5616138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -5584123.500000 Penalty: 5342.951172
	Iteration 0F: 3 clusters Score -5584124 nChanged 21847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -5595936.500000 Penalty: 5342.951172
	Iteration 1F: 3 clusters Score -5595936 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -5596441.000000 Penalty: 5342.951172
	Iteration 2Q: 3 clusters Score -5596441 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -5596928.500000 Penalty: 5342.951172
	Iteration 3Q: 3 clusters Score -5596928 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -5597574.000000 Penalty: 5342.951172
	Iteration 4Q: 3 clusters Score -5597574 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -5598398.500000 Penalty: 5342.951172
	Iteration 5Q: 3 clusters Score -5598398 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -5599569.000000 Penalty: 5342.951172
	Iteration 6Q: 3 clusters Score -5599569 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -5601422.000000 Penalty: 5342.951172
	Iteration 7F: 3 clusters Score -5601422 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -5604113.000000 Penalty: 5342.951172
	Iteration 8F: 3 clusters Score -5604113 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -5607211.500000 Penalty: 5342.951172
	Iteration 9F: 3 clusters Score -5607212 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -5610066.500000 Penalty: 5342.951172
	Iteration 10F: 3 clusters Score -5610066 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -5612017.500000 Penalty: 5342.951172
	Iteration 11Q: 3 clusters Score -5612018 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -5613007.000000 Penalty: 5342.951172
	Iteration 12Q: 3 clusters Score -5613007 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -5613384.000000 Penalty: 5342.951172
	Iteration 13Q: 3 clusters Score -5613384 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -5613557.500000 Penalty: 5342.951172
	Iteration 14Q: 3 clusters Score -5613558 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -5613652.000000 Penalty: 5342.951172
	Iteration 15Q: 3 clusters Score -5613652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -5613705.000000 Penalty: 5342.951172
	Iteration 16Q: 3 clusters Score -5613705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -5613737.500000 Penalty: 5342.951172
	Iteration 17Q: 3 clusters Score -5613738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -5613751.000000 Penalty: 5342.951172
	Iteration 18Q: 3 clusters Score -5613751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -5613757.500000 Penalty: 5342.951172
	Iteration 19Q: 3 clusters Score -5613758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -5613763.500000 Penalty: 5342.951172
	Iteration 20F: 3 clusters Score -5613764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -5613766.500000 Penalty: 5342.951172
	Iteration 21Q: 3 clusters Score -5613766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -5613769.500000 Penalty: 5342.951172
	Iteration 22Q: 3 clusters Score -5613770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -5613774.000000 Penalty: 5342.951172
	Iteration 23Q: 3 clusters Score -5613774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -5613778.000000 Penalty: 5342.951172
	Iteration 24Q: 3 clusters Score -5613778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -5613778.000000 Penalty: 5342.951172
	Iteration 25F: 3 clusters Score -5613778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -55998.746094 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -55998.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54451.777344 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -54451.78 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -54769.003906 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -54769 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -54931.644531 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -54931.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -54988.707031 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -54988.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -55067.746094 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -55067.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -55098.507812 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -55098.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -55123.406250 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -55123.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -55157.988281 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -55157.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -55182.750000 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -55182.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -55200.128906 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -55200.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -55204.992188 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -55204.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -55207.726562 Penalty: 3135.101074
	Iteration 11Q: 3 clusters Score -55207.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -55207.726562 Penalty: 3135.101074
	Iteration 12F: 3 clusters Score -55207.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Entering Unmasked Estep 
Score: -2054693.125000 Penalty: 2409.899902
	Iteration 0F: 2 clusters Score -2054693 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 8375 members 
Entering Unmasked Estep 
Score: -2042808.000000 Penalty: 4819.799805
	Iteration 0F: 3 clusters Score -2042808 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2046558.250000 Penalty: 4819.799805
	Iteration 1F: 3 clusters Score -2046558 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2046875.125000 Penalty: 4819.799805
	Iteration 2F: 3 clusters Score -2046875 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2047126.750000 Penalty: 4819.799805
	Iteration 3Q: 3 clusters Score -2047127 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2047339.375000 Penalty: 4819.799805
	Iteration 4Q: 3 clusters Score -2047339 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2047549.875000 Penalty: 4819.799805
	Iteration 5Q: 3 clusters Score -2047550 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2047766.375000 Penalty: 4819.799805
	Iteration 6Q: 3 clusters Score -2047766 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2048018.375000 Penalty: 4819.799805
	Iteration 7Q: 3 clusters Score -2048018 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2048334.125000 Penalty: 4819.799805
	Iteration 8Q: 3 clusters Score -2048334 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2048743.500000 Penalty: 4819.799805
	Iteration 9Q: 3 clusters Score -2048744 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2049271.625000 Penalty: 4819.799805
	Iteration 10F: 3 clusters Score -2049272 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2049986.875000 Penalty: 4819.799805
	Iteration 11F: 3 clusters Score -2049987 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2050760.625000 Penalty: 4819.799805
	Iteration 12F: 3 clusters Score -2050761 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2051435.625000 Penalty: 4819.799805
	Iteration 13Q: 3 clusters Score -2051436 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2051880.250000 Penalty: 4819.799805
	Iteration 14Q: 3 clusters Score -2051880 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2052103.125000 Penalty: 4819.799805
	Iteration 15Q: 3 clusters Score -2052103 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2052219.875000 Penalty: 4819.799805
	Iteration 16Q: 3 clusters Score -2052220 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2052298.250000 Penalty: 4819.799805
	Iteration 17Q: 3 clusters Score -2052298 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2052354.500000 Penalty: 4819.799805
	Iteration 18Q: 3 clusters Score -2052354 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2052396.125000 Penalty: 4819.799805
	Iteration 19Q: 3 clusters Score -2052396 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2052423.250000 Penalty: 4819.799805
	Iteration 20F: 3 clusters Score -2052423 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2052440.375000 Penalty: 4819.799805
	Iteration 21Q: 3 clusters Score -2052440 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2052455.750000 Penalty: 4819.799805
	Iteration 22Q: 3 clusters Score -2052456 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2052465.875000 Penalty: 4819.799805
	Iteration 23Q: 3 clusters Score -2052466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2052472.250000 Penalty: 4819.799805
	Iteration 24Q: 3 clusters Score -2052472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2052476.250000 Penalty: 4819.799805
	Iteration 25Q: 3 clusters Score -2052476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2052485.125000 Penalty: 4819.799805
	Iteration 26Q: 3 clusters Score -2052485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2052489.875000 Penalty: 4819.799805
	Iteration 27Q: 3 clusters Score -2052490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2052499.250000 Penalty: 4819.799805
	Iteration 28Q: 3 clusters Score -2052499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2052500.250000 Penalty: 4819.799805
	Iteration 29Q: 3 clusters Score -2052500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2052505.625000 Penalty: 4819.799805
	Iteration 30Q: 3 clusters Score -2052506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2052511.000000 Penalty: 4819.799805
	Iteration 31Q: 3 clusters Score -2052511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2052522.500000 Penalty: 4819.799805
	Iteration 32Q: 3 clusters Score -2052522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2052525.125000 Penalty: 4819.799805
	Iteration 33Q: 3 clusters Score -2052525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2052531.750000 Penalty: 4819.799805
	Iteration 34Q: 3 clusters Score -2052532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2052541.375000 Penalty: 4819.799805
	Iteration 35Q: 3 clusters Score -2052541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2052547.875000 Penalty: 4819.799805
	Iteration 36Q: 3 clusters Score -2052548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2052555.625000 Penalty: 4819.799805
	Iteration 37Q: 3 clusters Score -2052556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2052557.375000 Penalty: 4819.799805
	Iteration 38Q: 3 clusters Score -2052557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2052564.625000 Penalty: 4819.799805
	Iteration 39Q: 3 clusters Score -2052565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2052563.375000 Penalty: 4819.799805
	Iteration 40F: 3 clusters Score -2052563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2052566.875000 Penalty: 4819.799805
	Iteration 41Q: 3 clusters Score -2052567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2052569.250000 Penalty: 4819.799805
	Iteration 42Q: 3 clusters Score -2052569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2052572.000000 Penalty: 4819.799805
	Iteration 43Q: 3 clusters Score -2052572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2052578.625000 Penalty: 4819.799805
	Iteration 44Q: 3 clusters Score -2052579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2052577.625000 Penalty: 4819.799805
	Iteration 45Q: 3 clusters Score -2052578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2052578.000000 Penalty: 4819.799805
	Iteration 46Q: 3 clusters Score -2052578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2052577.750000 Penalty: 4819.799805
	Iteration 47Q: 3 clusters Score -2052578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2052583.625000 Penalty: 4819.799805
	Iteration 48Q: 3 clusters Score -2052584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2052584.875000 Penalty: 4819.799805
	Iteration 49Q: 3 clusters Score -2052585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2052588.500000 Penalty: 4819.799805
	Iteration 50Q: 3 clusters Score -2052588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2052590.375000 Penalty: 4819.799805
	Iteration 51Q: 3 clusters Score -2052590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2052591.750000 Penalty: 4819.799805
	Iteration 52Q: 3 clusters Score -2052592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2052593.000000 Penalty: 4819.799805
	Iteration 53Q: 3 clusters Score -2052593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2052603.625000 Penalty: 4819.799805
	Iteration 54Q: 3 clusters Score -2052604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2052607.875000 Penalty: 4819.799805
	Iteration 55Q: 3 clusters Score -2052608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2052610.000000 Penalty: 4819.799805
	Iteration 56Q: 3 clusters Score -2052610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2052614.500000 Penalty: 4819.799805
	Iteration 57Q: 3 clusters Score -2052614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2052618.875000 Penalty: 4819.799805
	Iteration 58Q: 3 clusters Score -2052619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2052619.750000 Penalty: 4819.799805
	Iteration 59Q: 3 clusters Score -2052620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2052627.750000 Penalty: 4819.799805
	Iteration 60F: 3 clusters Score -2052628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2052639.000000 Penalty: 4819.799805
	Iteration 61Q: 3 clusters Score -2052639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2052640.625000 Penalty: 4819.799805
	Iteration 62Q: 3 clusters Score -2052641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2052646.625000 Penalty: 4819.799805
	Iteration 63Q: 3 clusters Score -2052647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2052654.000000 Penalty: 4819.799805
	Iteration 64Q: 3 clusters Score -2052654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2052659.000000 Penalty: 4819.799805
	Iteration 65Q: 3 clusters Score -2052659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2052665.500000 Penalty: 4819.799805
	Iteration 66Q: 3 clusters Score -2052666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2052665.375000 Penalty: 4819.799805
	Iteration 67Q: 3 clusters Score -2052665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2052671.125000 Penalty: 4819.799805
	Iteration 68Q: 3 clusters Score -2052671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2052669.375000 Penalty: 4819.799805
	Iteration 69Q: 3 clusters Score -2052669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2052673.875000 Penalty: 4819.799805
	Iteration 70Q: 3 clusters Score -2052674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2052677.125000 Penalty: 4819.799805
	Iteration 71Q: 3 clusters Score -2052677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2052678.875000 Penalty: 4819.799805
	Iteration 72Q: 3 clusters Score -2052679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2052682.750000 Penalty: 4819.799805
	Iteration 73Q: 3 clusters Score -2052683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2052685.125000 Penalty: 4819.799805
	Iteration 74Q: 3 clusters Score -2052685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2052687.250000 Penalty: 4819.799805
	Iteration 75Q: 3 clusters Score -2052687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2052685.750000 Penalty: 4819.799805
	Iteration 76Q: 3 clusters Score -2052686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2052689.000000 Penalty: 4819.799805
	Iteration 77Q: 3 clusters Score -2052689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2052696.750000 Penalty: 4819.799805
	Iteration 78Q: 3 clusters Score -2052697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2052696.000000 Penalty: 4819.799805
	Iteration 79Q: 3 clusters Score -2052696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2052697.750000 Penalty: 4819.799805
	Iteration 80F: 3 clusters Score -2052698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2052701.625000 Penalty: 4819.799805
	Iteration 81Q: 3 clusters Score -2052702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2052706.000000 Penalty: 4819.799805
	Iteration 82Q: 3 clusters Score -2052706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2052704.625000 Penalty: 4819.799805
	Iteration 83Q: 3 clusters Score -2052705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2052705.875000 Penalty: 4819.799805
	Iteration 84Q: 3 clusters Score -2052706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2052708.750000 Penalty: 4819.799805
	Iteration 85Q: 3 clusters Score -2052709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2052712.750000 Penalty: 4819.799805
	Iteration 86Q: 3 clusters Score -2052713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2052713.000000 Penalty: 4819.799805
	Iteration 87Q: 3 clusters Score -2052713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2052717.125000 Penalty: 4819.799805
	Iteration 88Q: 3 clusters Score -2052717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2052716.000000 Penalty: 4819.799805
	Iteration 89Q: 3 clusters Score -2052716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2052712.500000 Penalty: 4819.799805
	Iteration 90Q: 3 clusters Score -2052712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2052715.125000 Penalty: 4819.799805
	Iteration 91Q: 3 clusters Score -2052715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2052713.375000 Penalty: 4819.799805
	Iteration 92Q: 3 clusters Score -2052713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2052716.875000 Penalty: 4819.799805
	Iteration 93Q: 3 clusters Score -2052717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2052717.000000 Penalty: 4819.799805
	Iteration 94Q: 3 clusters Score -2052717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2052719.500000 Penalty: 4819.799805
	Iteration 95Q: 3 clusters Score -2052720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2052718.500000 Penalty: 4819.799805
	Iteration 96Q: 3 clusters Score -2052718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2052719.500000 Penalty: 4819.799805
	Iteration 97Q: 3 clusters Score -2052720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2052719.500000 Penalty: 4819.799805
	Iteration 98F: 3 clusters Score -2052720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (61928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Entering Unmasked Estep 
Score: -7600133.500000 Penalty: 2736.364502
	Iteration 0F: 2 clusters Score -7600134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -7558492.000000 Penalty: 5472.729004
	Iteration 0F: 3 clusters Score -7558492 nChanged 28987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -7574984.000000 Penalty: 5472.729004
	Iteration 1F: 3 clusters Score -7574984 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -7575802.000000 Penalty: 5472.729004
	Iteration 2Q: 3 clusters Score -7575802 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -7576784.000000 Penalty: 5472.729004
	Iteration 3Q: 3 clusters Score -7576784 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -7578153.500000 Penalty: 5472.729004
	Iteration 4Q: 3 clusters Score -7578154 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -7580240.000000 Penalty: 5472.729004
	Iteration 5F: 3 clusters Score -7580240 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -7583452.500000 Penalty: 5472.729004
	Iteration 6F: 3 clusters Score -7583452 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -7587612.000000 Penalty: 5472.729004
	Iteration 7F: 3 clusters Score -7587612 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -7591141.500000 Penalty: 5472.729004
	Iteration 8F: 3 clusters Score -7591142 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -7592920.500000 Penalty: 5472.729004
	Iteration 9Q: 3 clusters Score -7592920 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -7593655.000000 Penalty: 5472.729004
	Iteration 10Q: 3 clusters Score -7593655 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -7594003.500000 Penalty: 5472.729004
	Iteration 11Q: 3 clusters Score -7594004 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -7594368.000000 Penalty: 5472.729004
	Iteration 12Q: 3 clusters Score -7594368 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -7594600.000000 Penalty: 5472.729004
	Iteration 13Q: 3 clusters Score -7594600 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -7594787.000000 Penalty: 5472.729004
	Iteration 14Q: 3 clusters Score -7594787 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -7594976.500000 Penalty: 5472.729004
	Iteration 15Q: 3 clusters Score -7594976 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -7595145.500000 Penalty: 5472.729004
	Iteration 16Q: 3 clusters Score -7595146 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -7595293.500000 Penalty: 5472.729004
	Iteration 17Q: 3 clusters Score -7595294 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -7595406.500000 Penalty: 5472.729004
	Iteration 18Q: 3 clusters Score -7595406 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -7595533.000000 Penalty: 5472.729004
	Iteration 19Q: 3 clusters Score -7595533 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -7595626.000000 Penalty: 5472.729004
	Iteration 20F: 3 clusters Score -7595626 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -7595763.000000 Penalty: 5472.729004
	Iteration 21Q: 3 clusters Score -7595763 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -7595809.000000 Penalty: 5472.729004
	Iteration 22Q: 3 clusters Score -7595809 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -7595905.500000 Penalty: 5472.729004
	Iteration 23Q: 3 clusters Score -7595906 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -7595975.000000 Penalty: 5472.729004
	Iteration 24Q: 3 clusters Score -7595975 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -7596041.000000 Penalty: 5472.729004
	Iteration 25Q: 3 clusters Score -7596041 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 52959 members 
Entering Unmasked Estep 
Score: -7596107.500000 Penalty: 5472.729004
	Iteration 26Q: 3 clusters Score -7596108 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -7596215.500000 Penalty: 5472.729004
	Iteration 27Q: 3 clusters Score -7596216 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -7596263.500000 Penalty: 5472.729004
	Iteration 28Q: 3 clusters Score -7596264 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -7596341.000000 Penalty: 5472.729004
	Iteration 29Q: 3 clusters Score -7596341 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -7596406.000000 Penalty: 5472.729004
	Iteration 30Q: 3 clusters Score -7596406 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -7596475.500000 Penalty: 5472.729004
	Iteration 31Q: 3 clusters Score -7596476 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -7596585.000000 Penalty: 5472.729004
	Iteration 32Q: 3 clusters Score -7596585 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -7596676.000000 Penalty: 5472.729004
	Iteration 33Q: 3 clusters Score -7596676 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -7596733.500000 Penalty: 5472.729004
	Iteration 34Q: 3 clusters Score -7596734 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -7596807.500000 Penalty: 5472.729004
	Iteration 35Q: 3 clusters Score -7596808 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 55992 members 
Entering Unmasked Estep 
Score: -7596852.500000 Penalty: 5472.729004
	Iteration 36Q: 3 clusters Score -7596852 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -7596884.000000 Penalty: 5472.729004
	Iteration 37Q: 3 clusters Score -7596884 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -7596910.000000 Penalty: 5472.729004
	Iteration 38Q: 3 clusters Score -7596910 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -7596937.500000 Penalty: 5472.729004
	Iteration 39Q: 3 clusters Score -7596938 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -7596987.500000 Penalty: 5472.729004
	Iteration 40F: 3 clusters Score -7596988 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -7597043.500000 Penalty: 5472.729004
	Iteration 41Q: 3 clusters Score -7597044 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -7597052.500000 Penalty: 5472.729004
	Iteration 42Q: 3 clusters Score -7597052 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -7597086.000000 Penalty: 5472.729004
	Iteration 43Q: 3 clusters Score -7597086 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -7597135.000000 Penalty: 5472.729004
	Iteration 44Q: 3 clusters Score -7597135 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 57624 members 
Entering Unmasked Estep 
Score: -7597162.500000 Penalty: 5472.729004
	Iteration 45Q: 3 clusters Score -7597162 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -7597196.500000 Penalty: 5472.729004
	Iteration 46Q: 3 clusters Score -7597196 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -7597202.000000 Penalty: 5472.729004
	Iteration 47Q: 3 clusters Score -7597202 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -7597227.500000 Penalty: 5472.729004
	Iteration 48Q: 3 clusters Score -7597228 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 58131 members 
Entering Unmasked Estep 
Score: -7597242.500000 Penalty: 5472.729004
	Iteration 49Q: 3 clusters Score -7597242 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -7597264.000000 Penalty: 5472.729004
	Iteration 50Q: 3 clusters Score -7597264 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -7597308.000000 Penalty: 5472.729004
	Iteration 51Q: 3 clusters Score -7597308 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 58497 members 
Entering Unmasked Estep 
Score: -7597344.500000 Penalty: 5472.729004
	Iteration 52Q: 3 clusters Score -7597344 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 58613 members 
Entering Unmasked Estep 
Score: -7597366.500000 Penalty: 5472.729004
	Iteration 53Q: 3 clusters Score -7597366 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -7597398.500000 Penalty: 5472.729004
	Iteration 54Q: 3 clusters Score -7597398 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 58821 members 
Entering Unmasked Estep 
Score: -7597422.000000 Penalty: 5472.729004
	Iteration 55Q: 3 clusters Score -7597422 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -7597435.500000 Penalty: 5472.729004
	Iteration 56Q: 3 clusters Score -7597436 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -7597473.000000 Penalty: 5472.729004
	Iteration 57Q: 3 clusters Score -7597473 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
Score: -7597502.000000 Penalty: 5472.729004
	Iteration 58Q: 3 clusters Score -7597502 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 59253 members 
Entering Unmasked Estep 
Score: -7597541.500000 Penalty: 5472.729004
	Iteration 59Q: 3 clusters Score -7597542 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 59337 members 
Entering Unmasked Estep 
Score: -7597570.500000 Penalty: 5472.729004
	Iteration 60F: 3 clusters Score -7597570 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -7597573.500000 Penalty: 5472.729004
	Iteration 61Q: 3 clusters Score -7597574 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -7597576.500000 Penalty: 5472.729004
	Iteration 62Q: 3 clusters Score -7597576 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -7597590.500000 Penalty: 5472.729004
	Iteration 63Q: 3 clusters Score -7597590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
Score: -7597604.500000 Penalty: 5472.729004
	Iteration 64Q: 3 clusters Score -7597604 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -7597630.500000 Penalty: 5472.729004
	Iteration 65Q: 3 clusters Score -7597630 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 59791 members 
Entering Unmasked Estep 
Score: -7597636.500000 Penalty: 5472.729004
	Iteration 66Q: 3 clusters Score -7597636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -7597655.500000 Penalty: 5472.729004
	Iteration 67Q: 3 clusters Score -7597656 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -7597673.000000 Penalty: 5472.729004
	Iteration 68Q: 3 clusters Score -7597673 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -7597723.000000 Penalty: 5472.729004
	Iteration 69Q: 3 clusters Score -7597723 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 60043 members 
Entering Unmasked Estep 
Score: -7597729.500000 Penalty: 5472.729004
	Iteration 70Q: 3 clusters Score -7597730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -7597760.500000 Penalty: 5472.729004
	Iteration 71Q: 3 clusters Score -7597760 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -7597787.000000 Penalty: 5472.729004
	Iteration 72Q: 3 clusters Score -7597787 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 60217 members 
Entering Unmasked Estep 
Score: -7597797.000000 Penalty: 5472.729004
	Iteration 73Q: 3 clusters Score -7597797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 60249 members 
Entering Unmasked Estep 
Score: -7597805.500000 Penalty: 5472.729004
	Iteration 74Q: 3 clusters Score -7597806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
Score: -7597820.500000 Penalty: 5472.729004
	Iteration 75Q: 3 clusters Score -7597820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -7597835.000000 Penalty: 5472.729004
	Iteration 76Q: 3 clusters Score -7597835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -7597807.500000 Penalty: 5472.729004
	Iteration 77Q: 3 clusters Score -7597808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 60358 members 
Entering Unmasked Estep 
Score: -7597812.000000 Penalty: 5472.729004
	Iteration 78Q: 3 clusters Score -7597812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -7597823.000000 Penalty: 5472.729004
	Iteration 79Q: 3 clusters Score -7597823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -7597820.000000 Penalty: 5472.729004
	Iteration 80F: 3 clusters Score -7597820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 60394 members 
Entering Unmasked Estep 
Score: -7597823.000000 Penalty: 5472.729004
	Iteration 81Q: 3 clusters Score -7597823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
Score: -7597819.500000 Penalty: 5472.729004
	Iteration 82Q: 3 clusters Score -7597820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 60417 members 
Entering Unmasked Estep 
Score: -7597823.500000 Penalty: 5472.729004
	Iteration 83Q: 3 clusters Score -7597824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -7597821.000000 Penalty: 5472.729004
	Iteration 84Q: 3 clusters Score -7597821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 60429 members 
Entering Unmasked Estep 
Score: -7597817.500000 Penalty: 5472.729004
	Iteration 85Q: 3 clusters Score -7597818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -7597816.000000 Penalty: 5472.729004
	Iteration 86Q: 3 clusters Score -7597816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -7597825.500000 Penalty: 5472.729004
	Iteration 87Q: 3 clusters Score -7597826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 60434 members 
Entering Unmasked Estep 
Score: -7597820.000000 Penalty: 5472.729004
	Iteration 88Q: 3 clusters Score -7597820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 60434 members 
Entering Unmasked Estep 
Score: -7597820.000000 Penalty: 5472.729004
	Iteration 89F: 3 clusters Score -7597820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -78218.164062 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -78218.16 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 398 members 
Entering Unmasked Estep 
Score: -76504.304688 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -76504.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -76755.429688 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -76755.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76814.804688 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -76814.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76828.968750 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -76828.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76842.750000 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -76842.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76845.914062 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -76845.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76847.570312 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -76847.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76852.234375 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -76852.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -76859.968750 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -76859.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76875.992188 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -76875.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -76886.484375 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -76886.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76895.429688 Penalty: 3308.071045
	Iteration 11Q: 3 clusters Score -76895.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76899.890625 Penalty: 3308.071045
	Iteration 12Q: 3 clusters Score -76899.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76899.890625 Penalty: 3308.071045
	Iteration 13F: 3 clusters Score -76899.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (175093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175093 members 
Entering Unmasked Estep 
Score: -21353664.000000 Penalty: 2994.122070
	Iteration 0F: 2 clusters Score -2.135366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87410 members 
Mstep: Class 2 contains 87683 members 
Entering Unmasked Estep 
Score: -21238178.000000 Penalty: 5988.244141
	Iteration 0F: 3 clusters Score -2.123818e+07 nChanged 84203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84453 members 
Mstep: Class 2 contains 90640 members 
Entering Unmasked Estep 
Score: -21288446.000000 Penalty: 5988.244141
	Iteration 1F: 3 clusters Score -2.128845e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 92931 members 
Entering Unmasked Estep 
Score: -21290912.000000 Penalty: 5988.244141
	Iteration 2Q: 3 clusters Score -2.129091e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78473 members 
Mstep: Class 2 contains 96620 members 
Entering Unmasked Estep 
Score: -21295246.000000 Penalty: 5988.244141
	Iteration 3Q: 3 clusters Score -2.129525e+07 nChanged 10882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 102404 members 
Entering Unmasked Estep 
Score: -21301904.000000 Penalty: 5988.244141
	Iteration 4F: 3 clusters Score -2.13019e+07 nChanged 12735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 110125 members 
Entering Unmasked Estep 
Score: -21311250.000000 Penalty: 5988.244141
	Iteration 5F: 3 clusters Score -2.131125e+07 nChanged 13334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56612 members 
Mstep: Class 2 contains 118481 members 
Entering Unmasked Estep 
Score: -21322182.000000 Penalty: 5988.244141
	Iteration 6F: 3 clusters Score -2.132218e+07 nChanged 11829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 125622 members 
Entering Unmasked Estep 
Score: -21331992.000000 Penalty: 5988.244141
	Iteration 7F: 3 clusters Score -2.133199e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 130574 members 
Entering Unmasked Estep 
Score: -21337918.000000 Penalty: 5988.244141
	Iteration 8Q: 3 clusters Score -2.133792e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 134276 members 
Entering Unmasked Estep 
Score: -21340884.000000 Penalty: 5988.244141
	Iteration 9Q: 3 clusters Score -2.134088e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 137506 members 
Entering Unmasked Estep 
Score: -21342534.000000 Penalty: 5988.244141
	Iteration 10Q: 3 clusters Score -2.134253e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 140502 members 
Entering Unmasked Estep 
Score: -21344026.000000 Penalty: 5988.244141
	Iteration 11Q: 3 clusters Score -2.134403e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 143278 members 
Entering Unmasked Estep 
Score: -21345226.000000 Penalty: 5988.244141
	Iteration 12Q: 3 clusters Score -2.134523e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 145923 members 
Entering Unmasked Estep 
Score: -21346316.000000 Penalty: 5988.244141
	Iteration 13Q: 3 clusters Score -2.134632e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 148360 members 
Entering Unmasked Estep 
Score: -21347172.000000 Penalty: 5988.244141
	Iteration 14Q: 3 clusters Score -2.134717e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 150644 members 
Entering Unmasked Estep 
Score: -21347862.000000 Penalty: 5988.244141
	Iteration 15Q: 3 clusters Score -2.134786e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 152799 members 
Entering Unmasked Estep 
Score: -21348366.000000 Penalty: 5988.244141
	Iteration 16Q: 3 clusters Score -2.134837e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 154802 members 
Entering Unmasked Estep 
Score: -21349016.000000 Penalty: 5988.244141
	Iteration 17Q: 3 clusters Score -2.134902e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 156639 members 
Entering Unmasked Estep 
Score: -21349542.000000 Penalty: 5988.244141
	Iteration 18Q: 3 clusters Score -2.134954e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 158277 members 
Entering Unmasked Estep 
Score: -21350040.000000 Penalty: 5988.244141
	Iteration 19Q: 3 clusters Score -2.135004e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 159813 members 
Entering Unmasked Estep 
Score: -21350400.000000 Penalty: 5988.244141
	Iteration 20F: 3 clusters Score -2.13504e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 161213 members 
Entering Unmasked Estep 
Score: -21350712.000000 Penalty: 5988.244141
	Iteration 21Q: 3 clusters Score -2.135071e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 162480 members 
Entering Unmasked Estep 
Score: -21351040.000000 Penalty: 5988.244141
	Iteration 22Q: 3 clusters Score -2.135104e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 163654 members 
Entering Unmasked Estep 
Score: -21351318.000000 Penalty: 5988.244141
	Iteration 23Q: 3 clusters Score -2.135132e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 164688 members 
Entering Unmasked Estep 
Score: -21351588.000000 Penalty: 5988.244141
	Iteration 24Q: 3 clusters Score -2.135159e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 165576 members 
Entering Unmasked Estep 
Score: -21351720.000000 Penalty: 5988.244141
	Iteration 25Q: 3 clusters Score -2.135172e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 166336 members 
Entering Unmasked Estep 
Score: -21351894.000000 Penalty: 5988.244141
	Iteration 26Q: 3 clusters Score -2.135189e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 166978 members 
Entering Unmasked Estep 
Score: -21352010.000000 Penalty: 5988.244141
	Iteration 27Q: 3 clusters Score -2.135201e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 167548 members 
Entering Unmasked Estep 
Score: -21352086.000000 Penalty: 5988.244141
	Iteration 28Q: 3 clusters Score -2.135209e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 168057 members 
Entering Unmasked Estep 
Score: -21352212.000000 Penalty: 5988.244141
	Iteration 29Q: 3 clusters Score -2.135221e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 168515 members 
Entering Unmasked Estep 
Score: -21352300.000000 Penalty: 5988.244141
	Iteration 30Q: 3 clusters Score -2.13523e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 168926 members 
Entering Unmasked Estep 
Score: -21352320.000000 Penalty: 5988.244141
	Iteration 31Q: 3 clusters Score -2.135232e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 169294 members 
Entering Unmasked Estep 
Score: -21352358.000000 Penalty: 5988.244141
	Iteration 32Q: 3 clusters Score -2.135236e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 169637 members 
Entering Unmasked Estep 
Score: -21352404.000000 Penalty: 5988.244141
	Iteration 33Q: 3 clusters Score -2.13524e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 169925 members 
Entering Unmasked Estep 
Score: -21352486.000000 Penalty: 5988.244141
	Iteration 34Q: 3 clusters Score -2.135249e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 170173 members 
Entering Unmasked Estep 
Score: -21352476.000000 Penalty: 5988.244141
	Iteration 35Q: 3 clusters Score -2.135248e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 170394 members 
Entering Unmasked Estep 
Score: -21352546.000000 Penalty: 5988.244141
	Iteration 36Q: 3 clusters Score -2.135255e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 170581 members 
Entering Unmasked Estep 
Score: -21352558.000000 Penalty: 5988.244141
	Iteration 37Q: 3 clusters Score -2.135256e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 170744 members 
Entering Unmasked Estep 
Score: -21352584.000000 Penalty: 5988.244141
	Iteration 38Q: 3 clusters Score -2.135258e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 170859 members 
Entering Unmasked Estep 
Score: -21352612.000000 Penalty: 5988.244141
	Iteration 39Q: 3 clusters Score -2.135261e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 170969 members 
Entering Unmasked Estep 
Score: -21352594.000000 Penalty: 5988.244141
	Iteration 40F: 3 clusters Score -2.135259e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 171062 members 
Entering Unmasked Estep 
Score: -21352654.000000 Penalty: 5988.244141
	Iteration 41Q: 3 clusters Score -2.135265e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 171143 members 
Entering Unmasked Estep 
Score: -21352686.000000 Penalty: 5988.244141
	Iteration 42Q: 3 clusters Score -2.135269e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 171215 members 
Entering Unmasked Estep 
Score: -21352678.000000 Penalty: 5988.244141
	Iteration 43Q: 3 clusters Score -2.135268e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 171289 members 
Entering Unmasked Estep 
Score: -21352648.000000 Penalty: 5988.244141
	Iteration 44Q: 3 clusters Score -2.135265e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 171348 members 
Entering Unmasked Estep 
Score: -21352610.000000 Penalty: 5988.244141
	Iteration 45Q: 3 clusters Score -2.135261e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 171402 members 
Entering Unmasked Estep 
Score: -21352612.000000 Penalty: 5988.244141
	Iteration 46Q: 3 clusters Score -2.135261e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 171457 members 
Entering Unmasked Estep 
Score: -21352596.000000 Penalty: 5988.244141
	Iteration 47Q: 3 clusters Score -2.13526e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 171514 members 
Entering Unmasked Estep 
Score: -21352580.000000 Penalty: 5988.244141
	Iteration 48Q: 3 clusters Score -2.135258e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 171559 members 
Entering Unmasked Estep 
Score: -21352602.000000 Penalty: 5988.244141
	Iteration 49Q: 3 clusters Score -2.13526e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 171606 members 
Entering Unmasked Estep 
Score: -21352626.000000 Penalty: 5988.244141
	Iteration 50Q: 3 clusters Score -2.135263e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 171651 members 
Entering Unmasked Estep 
Score: -21352622.000000 Penalty: 5988.244141
	Iteration 51Q: 3 clusters Score -2.135262e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 171686 members 
Entering Unmasked Estep 
Score: -21352588.000000 Penalty: 5988.244141
	Iteration 52Q: 3 clusters Score -2.135259e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 171719 members 
Entering Unmasked Estep 
Score: -21352574.000000 Penalty: 5988.244141
	Iteration 53Q: 3 clusters Score -2.135257e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 171744 members 
Entering Unmasked Estep 
Score: -21352562.000000 Penalty: 5988.244141
	Iteration 54Q: 3 clusters Score -2.135256e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 171772 members 
Entering Unmasked Estep 
Score: -21352578.000000 Penalty: 5988.244141
	Iteration 55Q: 3 clusters Score -2.135258e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 171795 members 
Entering Unmasked Estep 
Score: -21352604.000000 Penalty: 5988.244141
	Iteration 56Q: 3 clusters Score -2.13526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 171808 members 
Entering Unmasked Estep 
Score: -21352600.000000 Penalty: 5988.244141
	Iteration 57Q: 3 clusters Score -2.13526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 171826 members 
Entering Unmasked Estep 
Score: -21352586.000000 Penalty: 5988.244141
	Iteration 58Q: 3 clusters Score -2.135259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 171840 members 
Entering Unmasked Estep 
Score: -21352588.000000 Penalty: 5988.244141
	Iteration 59Q: 3 clusters Score -2.135259e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 171856 members 
Entering Unmasked Estep 
Score: -21352588.000000 Penalty: 5988.244141
	Iteration 60F: 3 clusters Score -2.135259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 171869 members 
Entering Unmasked Estep 
Score: -21352596.000000 Penalty: 5988.244141
	Iteration 61Q: 3 clusters Score -2.13526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 171879 members 
Entering Unmasked Estep 
Score: -21352596.000000 Penalty: 5988.244141
	Iteration 62Q: 3 clusters Score -2.13526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 171894 members 
Entering Unmasked Estep 
Score: -21352596.000000 Penalty: 5988.244141
	Iteration 63Q: 3 clusters Score -2.13526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 171907 members 
Entering Unmasked Estep 
Score: -21352598.000000 Penalty: 5988.244141
	Iteration 64Q: 3 clusters Score -2.13526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 171923 members 
Entering Unmasked Estep 
Score: -21352592.000000 Penalty: 5988.244141
	Iteration 65Q: 3 clusters Score -2.135259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 171937 members 
Entering Unmasked Estep 
Score: -21352612.000000 Penalty: 5988.244141
	Iteration 66Q: 3 clusters Score -2.135261e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 171957 members 
Entering Unmasked Estep 
Score: -21352610.000000 Penalty: 5988.244141
	Iteration 67Q: 3 clusters Score -2.135261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 171970 members 
Entering Unmasked Estep 
Score: -21352590.000000 Penalty: 5988.244141
	Iteration 68Q: 3 clusters Score -2.135259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 171984 members 
Entering Unmasked Estep 
Score: -21352590.000000 Penalty: 5988.244141
	Iteration 69Q: 3 clusters Score -2.135259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 171994 members 
Entering Unmasked Estep 
Score: -21352580.000000 Penalty: 5988.244141
	Iteration 70Q: 3 clusters Score -2.135258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 172003 members 
Entering Unmasked Estep 
Score: -21352568.000000 Penalty: 5988.244141
	Iteration 71Q: 3 clusters Score -2.135257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 172010 members 
Entering Unmasked Estep 
Score: -21352574.000000 Penalty: 5988.244141
	Iteration 72Q: 3 clusters Score -2.135257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 172017 members 
Entering Unmasked Estep 
Score: -21352574.000000 Penalty: 5988.244141
	Iteration 73Q: 3 clusters Score -2.135257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 172026 members 
Entering Unmasked Estep 
Score: -21352562.000000 Penalty: 5988.244141
	Iteration 74Q: 3 clusters Score -2.135256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 172032 members 
Entering Unmasked Estep 
Score: -21352566.000000 Penalty: 5988.244141
	Iteration 75Q: 3 clusters Score -2.135257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 172037 members 
Entering Unmasked Estep 
Score: -21352570.000000 Penalty: 5988.244141
	Iteration 76Q: 3 clusters Score -2.135257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 172040 members 
Entering Unmasked Estep 
Score: -21352574.000000 Penalty: 5988.244141
	Iteration 77Q: 3 clusters Score -2.135257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 172045 members 
Entering Unmasked Estep 
Score: -21352586.000000 Penalty: 5988.244141
	Iteration 78Q: 3 clusters Score -2.135259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 172046 members 
Entering Unmasked Estep 
Score: -21352586.000000 Penalty: 5988.244141
	Iteration 79Q: 3 clusters Score -2.135259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 172047 members 
Entering Unmasked Estep 
Score: -21352584.000000 Penalty: 5988.244141
	Iteration 80F: 3 clusters Score -2.135258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 172049 members 
Entering Unmasked Estep 
Score: -21352586.000000 Penalty: 5988.244141
	Iteration 81Q: 3 clusters Score -2.135259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 172049 members 
Entering Unmasked Estep 
Score: -21352586.000000 Penalty: 5988.244141
	Iteration 82F: 3 clusters Score -2.135259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (178669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178669 members 
Entering Unmasked Estep 
Score: -21767592.000000 Penalty: 2999.135986
	Iteration 0F: 2 clusters Score -2.176759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89693 members 
Mstep: Class 2 contains 88976 members 
Entering Unmasked Estep 
Score: -21649524.000000 Penalty: 5998.271973
	Iteration 0F: 3 clusters Score -2.164952e+07 nChanged 85899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95974 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -21700224.000000 Penalty: 5998.271973
	Iteration 1F: 3 clusters Score -2.170022e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99989 members 
Mstep: Class 2 contains 78680 members 
Entering Unmasked Estep 
Score: -21701998.000000 Penalty: 5998.271973
	Iteration 2Q: 3 clusters Score -2.1702e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106177 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -21704896.000000 Penalty: 5998.271973
	Iteration 3Q: 3 clusters Score -2.17049e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115092 members 
Mstep: Class 2 contains 63577 members 
Entering Unmasked Estep 
Score: -21710066.000000 Penalty: 5998.271973
	Iteration 4F: 3 clusters Score -2.171007e+07 nChanged 12395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127013 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -21718782.000000 Penalty: 5998.271973
	Iteration 5F: 3 clusters Score -2.171878e+07 nChanged 14693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141488 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -21731664.000000 Penalty: 5998.271973
	Iteration 6F: 3 clusters Score -2.173166e+07 nChanged 14425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155827 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -21744974.000000 Penalty: 5998.271973
	Iteration 7F: 3 clusters Score -2.174497e+07 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166419 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -21754532.000000 Penalty: 5998.271973
	Iteration 8F: 3 clusters Score -2.175453e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172473 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -21759860.000000 Penalty: 5998.271973
	Iteration 9Q: 3 clusters Score -2.175986e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175463 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -21762448.000000 Penalty: 5998.271973
	Iteration 10Q: 3 clusters Score -2.176245e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176832 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -21763732.000000 Penalty: 5998.271973
	Iteration 11Q: 3 clusters Score -2.176373e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177426 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -21764334.000000 Penalty: 5998.271973
	Iteration 12Q: 3 clusters Score -2.176433e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177671 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -21764612.000000 Penalty: 5998.271973
	Iteration 13Q: 3 clusters Score -2.176461e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177815 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -21764768.000000 Penalty: 5998.271973
	Iteration 14Q: 3 clusters Score -2.176477e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177891 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -21764834.000000 Penalty: 5998.271973
	Iteration 15Q: 3 clusters Score -2.176483e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177945 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -21764880.000000 Penalty: 5998.271973
	Iteration 16Q: 3 clusters Score -2.176488e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177980 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -21764918.000000 Penalty: 5998.271973
	Iteration 17Q: 3 clusters Score -2.176492e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178003 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -21764940.000000 Penalty: 5998.271973
	Iteration 18Q: 3 clusters Score -2.176494e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178012 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -21764954.000000 Penalty: 5998.271973
	Iteration 19Q: 3 clusters Score -2.176495e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178016 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -21764948.000000 Penalty: 5998.271973
	Iteration 20F: 3 clusters Score -2.176495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178020 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -21764968.000000 Penalty: 5998.271973
	Iteration 21Q: 3 clusters Score -2.176497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178028 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -21764964.000000 Penalty: 5998.271973
	Iteration 22Q: 3 clusters Score -2.176496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178033 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -21764956.000000 Penalty: 5998.271973
	Iteration 23Q: 3 clusters Score -2.176496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178033 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -21764956.000000 Penalty: 5998.271973
	Iteration 24F: 3 clusters Score -2.176496e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -61605.167969 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -61605.17 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 310 members 
Entering Unmasked Estep 
Score: -60016.542969 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -60016.54 nChanged 126
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: -60226.835938 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -60226.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60305.132812 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -60305.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60361.425781 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -60361.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60385.617188 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -60385.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60398.437500 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -60398.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60409.234375 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -60409.23 nChanged 3
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: -60416.261719 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -60416.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60417.882812 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -60417.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60425.742188 Penalty: 3186.735107
	Iteration 9Q: 3 clusters Score -60425.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60444.808594 Penalty: 3186.735107
	Iteration 10Q: 3 clusters Score -60444.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60463.464844 Penalty: 3186.735107
	Iteration 11Q: 3 clusters Score -60463.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60470.437500 Penalty: 3186.735107
	Iteration 12Q: 3 clusters Score -60470.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60472.570312 Penalty: 3186.735107
	Iteration 13Q: 3 clusters Score -60472.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60479.464844 Penalty: 3186.735107
	Iteration 14Q: 3 clusters Score -60479.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60484.808594 Penalty: 3186.735107
	Iteration 15Q: 3 clusters Score -60484.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60497.167969 Penalty: 3186.735107
	Iteration 16Q: 3 clusters Score -60497.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60501.218750 Penalty: 3186.735107
	Iteration 17Q: 3 clusters Score -60501.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60506.507812 Penalty: 3186.735107
	Iteration 18Q: 3 clusters Score -60506.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60510.328125 Penalty: 3186.735107
	Iteration 19Q: 3 clusters Score -60510.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60511.042969 Penalty: 3186.735107
	Iteration 20F: 3 clusters Score -60511.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Entering Unmasked Estep 
Score: -426409.843750 Penalty: 2040.455444
	Iteration 0F: 2 clusters Score -426409.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -422704.312500 Penalty: 4080.910889
	Iteration 0F: 3 clusters Score -422704.3 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -423589.812500 Penalty: 4080.910889
	Iteration 1F: 3 clusters Score -423589.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -423815.812500 Penalty: 4080.910889
	Iteration 2F: 3 clusters Score -423815.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -423974.218750 Penalty: 4080.910889
	Iteration 3F: 3 clusters Score -423974.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -424111.062500 Penalty: 4080.910889
	Iteration 4Q: 3 clusters Score -424111.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -424212.875000 Penalty: 4080.910889
	Iteration 5Q: 3 clusters Score -424212.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -424291.875000 Penalty: 4080.910889
	Iteration 6Q: 3 clusters Score -424291.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -424349.312500 Penalty: 4080.910889
	Iteration 7Q: 3 clusters Score -424349.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -424402.843750 Penalty: 4080.910889
	Iteration 8Q: 3 clusters Score -424402.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -424453.343750 Penalty: 4080.910889
	Iteration 9Q: 3 clusters Score -424453.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -424506.031250 Penalty: 4080.910889
	Iteration 10Q: 3 clusters Score -424506 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -424551.375000 Penalty: 4080.910889
	Iteration 11Q: 3 clusters Score -424551.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -424596.343750 Penalty: 4080.910889
	Iteration 12Q: 3 clusters Score -424596.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -424633.406250 Penalty: 4080.910889
	Iteration 13Q: 3 clusters Score -424633.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -424665.843750 Penalty: 4080.910889
	Iteration 14Q: 3 clusters Score -424665.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -424689.250000 Penalty: 4080.910889
	Iteration 15Q: 3 clusters Score -424689.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -424712.281250 Penalty: 4080.910889
	Iteration 16Q: 3 clusters Score -424712.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -424737.718750 Penalty: 4080.910889
	Iteration 17Q: 3 clusters Score -424737.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -424763.968750 Penalty: 4080.910889
	Iteration 18Q: 3 clusters Score -424764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -424787.406250 Penalty: 4080.910889
	Iteration 19Q: 3 clusters Score -424787.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -424809.093750 Penalty: 4080.910889
	Iteration 20F: 3 clusters Score -424809.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -424836.718750 Penalty: 4080.910889
	Iteration 21Q: 3 clusters Score -424836.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -424859.343750 Penalty: 4080.910889
	Iteration 22Q: 3 clusters Score -424859.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -424875.750000 Penalty: 4080.910889
	Iteration 23Q: 3 clusters Score -424875.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -424890.500000 Penalty: 4080.910889
	Iteration 24Q: 3 clusters Score -424890.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -424902.000000 Penalty: 4080.910889
	Iteration 25Q: 3 clusters Score -424902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -424916.781250 Penalty: 4080.910889
	Iteration 26Q: 3 clusters Score -424916.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -424927.843750 Penalty: 4080.910889
	Iteration 27Q: 3 clusters Score -424927.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -424936.625000 Penalty: 4080.910889
	Iteration 28Q: 3 clusters Score -424936.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -424942.812500 Penalty: 4080.910889
	Iteration 29Q: 3 clusters Score -424942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -424944.625000 Penalty: 4080.910889
	Iteration 30Q: 3 clusters Score -424944.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -424948.125000 Penalty: 4080.910889
	Iteration 31Q: 3 clusters Score -424948.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -424953.531250 Penalty: 4080.910889
	Iteration 32Q: 3 clusters Score -424953.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -424963.187500 Penalty: 4080.910889
	Iteration 33Q: 3 clusters Score -424963.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -424971.843750 Penalty: 4080.910889
	Iteration 34Q: 3 clusters Score -424971.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -424977.125000 Penalty: 4080.910889
	Iteration 35Q: 3 clusters Score -424977.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -424983.593750 Penalty: 4080.910889
	Iteration 36Q: 3 clusters Score -424983.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -424987.156250 Penalty: 4080.910889
	Iteration 37Q: 3 clusters Score -424987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -424988.468750 Penalty: 4080.910889
	Iteration 38Q: 3 clusters Score -424988.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -424989.843750 Penalty: 4080.910889
	Iteration 39Q: 3 clusters Score -424989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -424989.718750 Penalty: 4080.910889
	Iteration 40F: 3 clusters Score -424989.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -424990.437500 Penalty: 4080.910889
	Iteration 41Q: 3 clusters Score -424990.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -424990.437500 Penalty: 4080.910889
	Iteration 42F: 3 clusters Score -424990.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Entering Unmasked Estep 
Score: -298653.062500 Penalty: 1949.134521
	Iteration 0F: 2 clusters Score -298653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -295616.906250 Penalty: 3898.269043
	Iteration 0F: 3 clusters Score -295616.9 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -296116.968750 Penalty: 3898.269043
	Iteration 1F: 3 clusters Score -296117 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -296284.968750 Penalty: 3898.269043
	Iteration 2F: 3 clusters Score -296285 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -296427.500000 Penalty: 3898.269043
	Iteration 3F: 3 clusters Score -296427.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -296515.125000 Penalty: 3898.269043
	Iteration 4Q: 3 clusters Score -296515.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -296586.843750 Penalty: 3898.269043
	Iteration 5Q: 3 clusters Score -296586.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -296654.687500 Penalty: 3898.269043
	Iteration 6Q: 3 clusters Score -296654.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -296705.906250 Penalty: 3898.269043
	Iteration 7Q: 3 clusters Score -296705.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -296750.000000 Penalty: 3898.269043
	Iteration 8Q: 3 clusters Score -296750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -296786.781250 Penalty: 3898.269043
	Iteration 9Q: 3 clusters Score -296786.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -296814.281250 Penalty: 3898.269043
	Iteration 10Q: 3 clusters Score -296814.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -296838.718750 Penalty: 3898.269043
	Iteration 11Q: 3 clusters Score -296838.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -296861.000000 Penalty: 3898.269043
	Iteration 12Q: 3 clusters Score -296861 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -296885.468750 Penalty: 3898.269043
	Iteration 13Q: 3 clusters Score -296885.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -296908.437500 Penalty: 3898.269043
	Iteration 14Q: 3 clusters Score -296908.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -296923.656250 Penalty: 3898.269043
	Iteration 15Q: 3 clusters Score -296923.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -296932.562500 Penalty: 3898.269043
	Iteration 16Q: 3 clusters Score -296932.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -296938.125000 Penalty: 3898.269043
	Iteration 17Q: 3 clusters Score -296938.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -296942.718750 Penalty: 3898.269043
	Iteration 18Q: 3 clusters Score -296942.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -296947.906250 Penalty: 3898.269043
	Iteration 19Q: 3 clusters Score -296947.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -296954.312500 Penalty: 3898.269043
	Iteration 20F: 3 clusters Score -296954.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -296961.500000 Penalty: 3898.269043
	Iteration 21Q: 3 clusters Score -296961.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -296967.031250 Penalty: 3898.269043
	Iteration 22Q: 3 clusters Score -296967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -296971.375000 Penalty: 3898.269043
	Iteration 23Q: 3 clusters Score -296971.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -296974.843750 Penalty: 3898.269043
	Iteration 24Q: 3 clusters Score -296974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -296977.687500 Penalty: 3898.269043
	Iteration 25Q: 3 clusters Score -296977.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -296978.750000 Penalty: 3898.269043
	Iteration 26Q: 3 clusters Score -296978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -296979.562500 Penalty: 3898.269043
	Iteration 27Q: 3 clusters Score -296979.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -296979.562500 Penalty: 3898.269043
	Iteration 28F: 3 clusters Score -296979.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 147980 members 
Mstep: Class 5 contains 227128 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47671 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16603 members 
Mstep: Class 11 contains 61928 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175093 members 
Mstep: Class 14 contains 178669 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305480.000000 Penalty: 57676.941406
Iteration 399Q: 18 clusters Score -1.043055e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148036 members 
Mstep: Class 5 contains 227113 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47670 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16606 members 
Mstep: Class 11 contains 61929 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175074 members 
Mstep: Class 14 contains 178644 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305520.000000 Penalty: 57676.941406
Iteration 400F: 18 clusters Score -1.043055e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148090 members 
Mstep: Class 5 contains 227089 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47669 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16611 members 
Mstep: Class 11 contains 61929 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175062 members 
Mstep: Class 14 contains 178622 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305552.000000 Penalty: 57676.941406
Iteration 401Q: 18 clusters Score -1.043056e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148148 members 
Mstep: Class 5 contains 227067 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47669 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16615 members 
Mstep: Class 11 contains 61928 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175050 members 
Mstep: Class 14 contains 178595 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305552.000000 Penalty: 57676.941406
Iteration 402Q: 18 clusters Score -1.043056e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148214 members 
Mstep: Class 5 contains 227048 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47668 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16619 members 
Mstep: Class 11 contains 61921 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175041 members 
Mstep: Class 14 contains 178561 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305624.000000 Penalty: 57676.941406
Iteration 403Q: 18 clusters Score -1.043056e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148274 members 
Mstep: Class 5 contains 227037 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47670 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16619 members 
Mstep: Class 11 contains 61915 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175032 members 
Mstep: Class 14 contains 178525 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305592.000000 Penalty: 57676.941406
Iteration 404Q: 18 clusters Score -1.043056e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148332 members 
Mstep: Class 5 contains 227034 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47670 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16619 members 
Mstep: Class 11 contains 61907 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175022 members 
Mstep: Class 14 contains 178488 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305584.000000 Penalty: 57676.941406
Iteration 405Q: 18 clusters Score -1.043056e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148374 members 
Mstep: Class 5 contains 227033 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47674 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16622 members 
Mstep: Class 11 contains 61902 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175014 members 
Mstep: Class 14 contains 178453 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305576.000000 Penalty: 57676.941406
Iteration 406Q: 18 clusters Score -1.043056e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148420 members 
Mstep: Class 5 contains 227015 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47676 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16627 members 
Mstep: Class 11 contains 61895 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 175005 members 
Mstep: Class 14 contains 178434 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305640.000000 Penalty: 57676.941406
Iteration 407Q: 18 clusters Score -1.043056e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148473 members 
Mstep: Class 5 contains 226983 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47678 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16631 members 
Mstep: Class 11 contains 61895 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174994 members 
Mstep: Class 14 contains 178418 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305704.000000 Penalty: 57676.941406
Iteration 408Q: 18 clusters Score -1.043057e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148526 members 
Mstep: Class 5 contains 226957 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47681 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16636 members 
Mstep: Class 11 contains 61893 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174983 members 
Mstep: Class 14 contains 178395 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305704.000000 Penalty: 57676.941406
Iteration 409Q: 18 clusters Score -1.043057e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148577 members 
Mstep: Class 5 contains 226947 members 
Mstep: Class 6 contains 4485 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47682 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16640 members 
Mstep: Class 11 contains 61893 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174966 members 
Mstep: Class 14 contains 178365 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305728.000000 Penalty: 57676.941406
Iteration 410Q: 18 clusters Score -1.043057e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148628 members 
Mstep: Class 5 contains 226939 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16640 members 
Mstep: Class 11 contains 61890 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174958 members 
Mstep: Class 14 contains 178333 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305704.000000 Penalty: 57676.941406
Iteration 411Q: 18 clusters Score -1.043057e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148666 members 
Mstep: Class 5 contains 226934 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16640 members 
Mstep: Class 11 contains 61891 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174959 members 
Mstep: Class 14 contains 178299 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305584.000000 Penalty: 57676.941406
Iteration 412Q: 18 clusters Score -1.043056e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148697 members 
Mstep: Class 5 contains 226931 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16641 members 
Mstep: Class 11 contains 61892 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174952 members 
Mstep: Class 14 contains 178276 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305608.000000 Penalty: 57676.941406
Iteration 413Q: 18 clusters Score -1.043056e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148739 members 
Mstep: Class 5 contains 226924 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47685 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16644 members 
Mstep: Class 11 contains 61889 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174938 members 
Mstep: Class 14 contains 178253 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305552.000000 Penalty: 57676.941406
Iteration 414Q: 18 clusters Score -1.043056e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148778 members 
Mstep: Class 5 contains 226918 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47685 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16648 members 
Mstep: Class 11 contains 61887 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174924 members 
Mstep: Class 14 contains 178232 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305472.000000 Penalty: 57676.941406
Iteration 415Q: 18 clusters Score -1.043055e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148812 members 
Mstep: Class 5 contains 226917 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47685 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16648 members 
Mstep: Class 11 contains 61886 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174911 members 
Mstep: Class 14 contains 178213 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305528.000000 Penalty: 57676.941406
Iteration 416Q: 18 clusters Score -1.043055e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148852 members 
Mstep: Class 5 contains 226909 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16652 members 
Mstep: Class 11 contains 61881 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174898 members 
Mstep: Class 14 contains 178197 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305488.000000 Penalty: 57676.941406
Iteration 417Q: 18 clusters Score -1.043055e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148891 members 
Mstep: Class 5 contains 226890 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16664 members 
Mstep: Class 11 contains 61882 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174880 members 
Mstep: Class 14 contains 178186 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305480.000000 Penalty: 57676.941406
Iteration 418Q: 18 clusters Score -1.043055e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148923 members 
Mstep: Class 5 contains 226875 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47675 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16671 members 
Mstep: Class 11 contains 61887 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174866 members 
Mstep: Class 14 contains 178175 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305496.000000 Penalty: 57676.941406
Iteration 419Q: 18 clusters Score -1.043055e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148957 members 
Mstep: Class 5 contains 226848 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47678 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16675 members 
Mstep: Class 11 contains 61888 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174863 members 
Mstep: Class 14 contains 178163 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305560.000000 Penalty: 57676.941406
Iteration 420F: 18 clusters Score -1.043056e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 148993 members 
Mstep: Class 5 contains 226829 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47681 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16684 members 
Mstep: Class 11 contains 61891 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174849 members 
Mstep: Class 14 contains 178145 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305504.000000 Penalty: 57676.941406
Iteration 421Q: 18 clusters Score -1.043055e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149013 members 
Mstep: Class 5 contains 226823 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47684 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16687 members 
Mstep: Class 11 contains 61896 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174845 members 
Mstep: Class 14 contains 178124 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305576.000000 Penalty: 57676.941406
Iteration 422Q: 18 clusters Score -1.043056e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149035 members 
Mstep: Class 5 contains 226812 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47688 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16694 members 
Mstep: Class 11 contains 61896 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174837 members 
Mstep: Class 14 contains 178110 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305592.000000 Penalty: 57676.941406
Iteration 423Q: 18 clusters Score -1.043056e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149058 members 
Mstep: Class 5 contains 226812 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47689 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16695 members 
Mstep: Class 11 contains 61896 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174835 members 
Mstep: Class 14 contains 178087 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305624.000000 Penalty: 57676.941406
Iteration 424Q: 18 clusters Score -1.043056e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149084 members 
Mstep: Class 5 contains 226811 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47691 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16702 members 
Mstep: Class 11 contains 61895 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174827 members 
Mstep: Class 14 contains 178062 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305512.000000 Penalty: 57676.941406
Iteration 425Q: 18 clusters Score -1.043055e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149110 members 
Mstep: Class 5 contains 226812 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47694 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16706 members 
Mstep: Class 11 contains 61891 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174814 members 
Mstep: Class 14 contains 178045 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305536.000000 Penalty: 57676.941406
Iteration 426Q: 18 clusters Score -1.043055e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149140 members 
Mstep: Class 5 contains 226810 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47696 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16708 members 
Mstep: Class 11 contains 61890 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174804 members 
Mstep: Class 14 contains 178024 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305544.000000 Penalty: 57676.941406
Iteration 427Q: 18 clusters Score -1.043055e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149162 members 
Mstep: Class 5 contains 226806 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47693 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16711 members 
Mstep: Class 11 contains 61890 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174799 members 
Mstep: Class 14 contains 178010 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305400.000000 Penalty: 57676.941406
Iteration 428Q: 18 clusters Score -1.043054e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149187 members 
Mstep: Class 5 contains 226804 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47691 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16713 members 
Mstep: Class 11 contains 61889 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174791 members 
Mstep: Class 14 contains 177996 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305544.000000 Penalty: 57676.941406
Iteration 429Q: 18 clusters Score -1.043055e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149218 members 
Mstep: Class 5 contains 226793 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47692 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16717 members 
Mstep: Class 11 contains 61888 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174780 members 
Mstep: Class 14 contains 177983 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305560.000000 Penalty: 57676.941406
Iteration 430Q: 18 clusters Score -1.043056e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149244 members 
Mstep: Class 5 contains 226780 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47692 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16720 members 
Mstep: Class 11 contains 61887 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174770 members 
Mstep: Class 14 contains 177978 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305608.000000 Penalty: 57676.941406
Iteration 431Q: 18 clusters Score -1.043056e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149268 members 
Mstep: Class 5 contains 226772 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47690 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16725 members 
Mstep: Class 11 contains 61890 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174759 members 
Mstep: Class 14 contains 177967 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305656.000000 Penalty: 57676.941406
Iteration 432Q: 18 clusters Score -1.043057e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149287 members 
Mstep: Class 5 contains 226768 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47690 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16727 members 
Mstep: Class 11 contains 61889 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174753 members 
Mstep: Class 14 contains 177957 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305616.000000 Penalty: 57676.941406
Iteration 433Q: 18 clusters Score -1.043056e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149309 members 
Mstep: Class 5 contains 226763 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47689 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16730 members 
Mstep: Class 11 contains 61886 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174748 members 
Mstep: Class 14 contains 177946 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305632.000000 Penalty: 57676.941406
Iteration 434Q: 18 clusters Score -1.043056e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149327 members 
Mstep: Class 5 contains 226752 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47685 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16741 members 
Mstep: Class 11 contains 61884 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174745 members 
Mstep: Class 14 contains 177937 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305712.000000 Penalty: 57676.941406
Iteration 435Q: 18 clusters Score -1.043057e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149348 members 
Mstep: Class 5 contains 226744 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47685 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16742 members 
Mstep: Class 11 contains 61885 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174741 members 
Mstep: Class 14 contains 177926 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305744.000000 Penalty: 57676.941406
Iteration 436Q: 18 clusters Score -1.043057e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149382 members 
Mstep: Class 5 contains 226735 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16747 members 
Mstep: Class 11 contains 61885 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174726 members 
Mstep: Class 14 contains 177913 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305736.000000 Penalty: 57676.941406
Iteration 437Q: 18 clusters Score -1.043057e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149411 members 
Mstep: Class 5 contains 226733 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47686 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16749 members 
Mstep: Class 11 contains 61883 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174708 members 
Mstep: Class 14 contains 177901 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305648.000000 Penalty: 57676.941406
Iteration 438Q: 18 clusters Score -1.043056e+08 nChanged 70
Entering ConstructFrom: 
Score: -104305648.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -89151.515625 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -89151.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -87310.960938 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -87310.96 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -87597.101562 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -87597.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -87705.195312 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -87705.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -87771.304688 Penalty: 3361.147461
	Iteration 3F: 3 clusters Score -87771.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -87803.007812 Penalty: 3361.147461
	Iteration 4Q: 3 clusters Score -87803.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -87817.601562 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -87817.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -87834.289062 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -87834.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -87844.132812 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -87844.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -87844.132812 Penalty: 3361.147461
	Iteration 8F: 3 clusters Score -87844.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -291072.562500 Penalty: 1956.585815
	Iteration 0F: 2 clusters Score -291072.6 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 1353 members 
Entering Unmasked Estep 
Score: -288049.937500 Penalty: 3913.171631
	Iteration 0F: 3 clusters Score -288049.9 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -288652.000000 Penalty: 3913.171631
	Iteration 1F: 3 clusters Score -288652 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -288837.968750 Penalty: 3913.171631
	Iteration 2F: 3 clusters Score -288838 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -288952.312500 Penalty: 3913.171631
	Iteration 3F: 3 clusters Score -288952.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -289019.312500 Penalty: 3913.171631
	Iteration 4Q: 3 clusters Score -289019.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -289080.937500 Penalty: 3913.171631
	Iteration 5Q: 3 clusters Score -289080.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -289133.750000 Penalty: 3913.171631
	Iteration 6Q: 3 clusters Score -289133.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -289185.468750 Penalty: 3913.171631
	Iteration 7Q: 3 clusters Score -289185.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -289226.843750 Penalty: 3913.171631
	Iteration 8Q: 3 clusters Score -289226.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -289276.718750 Penalty: 3913.171631
	Iteration 9Q: 3 clusters Score -289276.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -289313.375000 Penalty: 3913.171631
	Iteration 10Q: 3 clusters Score -289313.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -289356.000000 Penalty: 3913.171631
	Iteration 11Q: 3 clusters Score -289356 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -289388.937500 Penalty: 3913.171631
	Iteration 12Q: 3 clusters Score -289388.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -289416.187500 Penalty: 3913.171631
	Iteration 13Q: 3 clusters Score -289416.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -289442.187500 Penalty: 3913.171631
	Iteration 14Q: 3 clusters Score -289442.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -289463.156250 Penalty: 3913.171631
	Iteration 15Q: 3 clusters Score -289463.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -289487.031250 Penalty: 3913.171631
	Iteration 16Q: 3 clusters Score -289487 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -289508.875000 Penalty: 3913.171631
	Iteration 17Q: 3 clusters Score -289508.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -289529.593750 Penalty: 3913.171631
	Iteration 18Q: 3 clusters Score -289529.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -289547.343750 Penalty: 3913.171631
	Iteration 19Q: 3 clusters Score -289547.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -289558.875000 Penalty: 3913.171631
	Iteration 20F: 3 clusters Score -289558.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -289575.406250 Penalty: 3913.171631
	Iteration 21Q: 3 clusters Score -289575.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -289588.031250 Penalty: 3913.171631
	Iteration 22Q: 3 clusters Score -289588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -289599.593750 Penalty: 3913.171631
	Iteration 23Q: 3 clusters Score -289599.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -289615.593750 Penalty: 3913.171631
	Iteration 24Q: 3 clusters Score -289615.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -289622.843750 Penalty: 3913.171631
	Iteration 25Q: 3 clusters Score -289622.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -289633.937500 Penalty: 3913.171631
	Iteration 26Q: 3 clusters Score -289633.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -289646.781250 Penalty: 3913.171631
	Iteration 27Q: 3 clusters Score -289646.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -289654.031250 Penalty: 3913.171631
	Iteration 28Q: 3 clusters Score -289654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -289658.687500 Penalty: 3913.171631
	Iteration 29Q: 3 clusters Score -289658.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -289661.968750 Penalty: 3913.171631
	Iteration 30Q: 3 clusters Score -289662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -289671.718750 Penalty: 3913.171631
	Iteration 31Q: 3 clusters Score -289671.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -289678.781250 Penalty: 3913.171631
	Iteration 32Q: 3 clusters Score -289678.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -289684.187500 Penalty: 3913.171631
	Iteration 33Q: 3 clusters Score -289684.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -289691.687500 Penalty: 3913.171631
	Iteration 34Q: 3 clusters Score -289691.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -289698.562500 Penalty: 3913.171631
	Iteration 35Q: 3 clusters Score -289698.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -289703.000000 Penalty: 3913.171631
	Iteration 36Q: 3 clusters Score -289703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -289708.218750 Penalty: 3913.171631
	Iteration 37Q: 3 clusters Score -289708.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -289711.625000 Penalty: 3913.171631
	Iteration 38Q: 3 clusters Score -289711.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -289714.625000 Penalty: 3913.171631
	Iteration 39Q: 3 clusters Score -289714.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -289716.250000 Penalty: 3913.171631
	Iteration 40F: 3 clusters Score -289716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -289717.531250 Penalty: 3913.171631
	Iteration 41Q: 3 clusters Score -289717.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -289718.531250 Penalty: 3913.171631
	Iteration 42Q: 3 clusters Score -289718.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -289719.218750 Penalty: 3913.171631
	Iteration 43Q: 3 clusters Score -289719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -289720.343750 Penalty: 3913.171631
	Iteration 44Q: 3 clusters Score -289720.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -289720.343750 Penalty: 3913.171631
	Iteration 45F: 3 clusters Score -289720.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -33947.292969 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -33947.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32596.708984 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -32596.71 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32783.609375 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -32783.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32836.628906 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -32836.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32863.062500 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -32863.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -32886.464844 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -32886.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32907.562500 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -32907.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32930.144531 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -32930.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32992.203125 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -32992.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -33045.968750 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -33045.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33086.484375 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -33086.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33108.050781 Penalty: 2992.410889
	Iteration 10Q: 3 clusters Score -33108.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -33121.011719 Penalty: 2992.410889
	Iteration 11Q: 3 clusters Score -33121.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -33133.632812 Penalty: 2992.410889
	Iteration 12Q: 3 clusters Score -33133.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33135.917969 Penalty: 2992.410889
	Iteration 13Q: 3 clusters Score -33135.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33138.718750 Penalty: 2992.410889
	Iteration 14Q: 3 clusters Score -33138.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33139.710938 Penalty: 2992.410889
	Iteration 15F: 3 clusters Score -33139.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33147.367188 Penalty: 2992.410889
	Iteration 16Q: 3 clusters Score -33147.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33165.707031 Penalty: 2992.410889
	Iteration 17Q: 3 clusters Score -33165.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33183.773438 Penalty: 2992.410889
	Iteration 18Q: 3 clusters Score -33183.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33183.773438 Penalty: 2992.410889
	Iteration 19F: 3 clusters Score -33183.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (149440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149440 members 
Entering Unmasked Estep 
Score: -18202126.000000 Penalty: 2954.833252
	Iteration 0F: 2 clusters Score -1.820213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74837 members 
Mstep: Class 2 contains 74603 members 
Entering Unmasked Estep 
Score: -18101900.000000 Penalty: 5909.666504
	Iteration 0F: 3 clusters Score -1.81019e+07 nChanged 71291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76006 members 
Mstep: Class 2 contains 73434 members 
Entering Unmasked Estep 
Score: -18143140.000000 Penalty: 5909.666504
	Iteration 1F: 3 clusters Score -1.814314e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 72456 members 
Entering Unmasked Estep 
Score: -18143902.000000 Penalty: 5909.666504
	Iteration 2Q: 3 clusters Score -1.81439e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78449 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -18144684.000000 Penalty: 5909.666504
	Iteration 3Q: 3 clusters Score -1.814468e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80755 members 
Mstep: Class 2 contains 68685 members 
Entering Unmasked Estep 
Score: -18145842.000000 Penalty: 5909.666504
	Iteration 4Q: 3 clusters Score -1.814584e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84327 members 
Mstep: Class 2 contains 65113 members 
Entering Unmasked Estep 
Score: -18147436.000000 Penalty: 5909.666504
	Iteration 5Q: 3 clusters Score -1.814744e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89572 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -18150414.000000 Penalty: 5909.666504
	Iteration 6Q: 3 clusters Score -1.815041e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97105 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -18155226.000000 Penalty: 5909.666504
	Iteration 7F: 3 clusters Score -1.815523e+07 nChanged 11231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107464 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -18163704.000000 Penalty: 5909.666504
	Iteration 8F: 3 clusters Score -1.81637e+07 nChanged 12701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119497 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -18174854.000000 Penalty: 5909.666504
	Iteration 9F: 3 clusters Score -1.817485e+07 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130138 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -18185798.000000 Penalty: 5909.666504
	Iteration 10F: 3 clusters Score -1.81858e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137004 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -18193214.000000 Penalty: 5909.666504
	Iteration 11Q: 3 clusters Score -1.819321e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140377 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -18196650.000000 Penalty: 5909.666504
	Iteration 12Q: 3 clusters Score -1.819665e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142008 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -18198156.000000 Penalty: 5909.666504
	Iteration 13Q: 3 clusters Score -1.819816e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142979 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -18198948.000000 Penalty: 5909.666504
	Iteration 14Q: 3 clusters Score -1.819895e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143672 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -18199410.000000 Penalty: 5909.666504
	Iteration 15Q: 3 clusters Score -1.819941e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144197 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -18199588.000000 Penalty: 5909.666504
	Iteration 16Q: 3 clusters Score -1.819959e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144602 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -18199750.000000 Penalty: 5909.666504
	Iteration 17Q: 3 clusters Score -1.819975e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144942 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -18199870.000000 Penalty: 5909.666504
	Iteration 18Q: 3 clusters Score -1.819987e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145212 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -18199908.000000 Penalty: 5909.666504
	Iteration 19Q: 3 clusters Score -1.819991e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145431 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -18199932.000000 Penalty: 5909.666504
	Iteration 20F: 3 clusters Score -1.819993e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145595 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -18200010.000000 Penalty: 5909.666504
	Iteration 21Q: 3 clusters Score -1.820001e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145764 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -18200086.000000 Penalty: 5909.666504
	Iteration 22Q: 3 clusters Score -1.820009e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145895 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -18200132.000000 Penalty: 5909.666504
	Iteration 23Q: 3 clusters Score -1.820013e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146022 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -18200184.000000 Penalty: 5909.666504
	Iteration 24Q: 3 clusters Score -1.820018e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146115 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -18200180.000000 Penalty: 5909.666504
	Iteration 25Q: 3 clusters Score -1.820018e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146192 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -18200218.000000 Penalty: 5909.666504
	Iteration 26Q: 3 clusters Score -1.820022e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146257 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -18200230.000000 Penalty: 5909.666504
	Iteration 27Q: 3 clusters Score -1.820023e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146315 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -18200226.000000 Penalty: 5909.666504
	Iteration 28Q: 3 clusters Score -1.820023e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146363 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -18200214.000000 Penalty: 5909.666504
	Iteration 29Q: 3 clusters Score -1.820021e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146403 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -18200208.000000 Penalty: 5909.666504
	Iteration 30Q: 3 clusters Score -1.820021e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146431 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -18200210.000000 Penalty: 5909.666504
	Iteration 31Q: 3 clusters Score -1.820021e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146461 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -18200212.000000 Penalty: 5909.666504
	Iteration 32Q: 3 clusters Score -1.820021e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146484 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -18200232.000000 Penalty: 5909.666504
	Iteration 33Q: 3 clusters Score -1.820023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146508 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -18200252.000000 Penalty: 5909.666504
	Iteration 34Q: 3 clusters Score -1.820025e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146527 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -18200254.000000 Penalty: 5909.666504
	Iteration 35Q: 3 clusters Score -1.820025e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146544 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -18200250.000000 Penalty: 5909.666504
	Iteration 36Q: 3 clusters Score -1.820025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146560 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -18200240.000000 Penalty: 5909.666504
	Iteration 37Q: 3 clusters Score -1.820024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146579 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -18200248.000000 Penalty: 5909.666504
	Iteration 38Q: 3 clusters Score -1.820025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146596 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -18200260.000000 Penalty: 5909.666504
	Iteration 39Q: 3 clusters Score -1.820026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146612 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -18200254.000000 Penalty: 5909.666504
	Iteration 40F: 3 clusters Score -1.820025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146621 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -18200262.000000 Penalty: 5909.666504
	Iteration 41Q: 3 clusters Score -1.820026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146630 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -18200266.000000 Penalty: 5909.666504
	Iteration 42Q: 3 clusters Score -1.820027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146638 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -18200268.000000 Penalty: 5909.666504
	Iteration 43Q: 3 clusters Score -1.820027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146643 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -18200272.000000 Penalty: 5909.666504
	Iteration 44Q: 3 clusters Score -1.820027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146650 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -18200264.000000 Penalty: 5909.666504
	Iteration 45Q: 3 clusters Score -1.820026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146654 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -18200266.000000 Penalty: 5909.666504
	Iteration 46Q: 3 clusters Score -1.820027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146659 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -18200266.000000 Penalty: 5909.666504
	Iteration 47Q: 3 clusters Score -1.820027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146660 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -18200272.000000 Penalty: 5909.666504
	Iteration 48Q: 3 clusters Score -1.820027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146660 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -18200272.000000 Penalty: 5909.666504
	Iteration 49F: 3 clusters Score -1.820027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (226721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226721 members 
Entering Unmasked Estep 
Score: -27438560.000000 Penalty: 3058.205811
	Iteration 0F: 2 clusters Score -2.743856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113367 members 
Mstep: Class 2 contains 113354 members 
Entering Unmasked Estep 
Score: -27290520.000000 Penalty: 6116.411621
	Iteration 0F: 3 clusters Score -2.729052e+07 nChanged 109472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111945 members 
Mstep: Class 2 contains 114776 members 
Entering Unmasked Estep 
Score: -27354968.000000 Penalty: 6116.411621
	Iteration 1F: 3 clusters Score -2.735497e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111951 members 
Mstep: Class 2 contains 114770 members 
Entering Unmasked Estep 
Score: -27356514.000000 Penalty: 6116.411621
	Iteration 2Q: 3 clusters Score -2.735651e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111956 members 
Mstep: Class 2 contains 114765 members 
Entering Unmasked Estep 
Score: -27358356.000000 Penalty: 6116.411621
	Iteration 3Q: 3 clusters Score -2.735836e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112062 members 
Mstep: Class 2 contains 114659 members 
Entering Unmasked Estep 
Score: -27360476.000000 Penalty: 6116.411621
	Iteration 4Q: 3 clusters Score -2.736048e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112363 members 
Mstep: Class 2 contains 114358 members 
Entering Unmasked Estep 
Score: -27363754.000000 Penalty: 6116.411621
	Iteration 5Q: 3 clusters Score -2.736375e+07 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112975 members 
Mstep: Class 2 contains 113746 members 
Entering Unmasked Estep 
Score: -27368656.000000 Penalty: 6116.411621
	Iteration 6Q: 3 clusters Score -2.736866e+07 nChanged 12453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113814 members 
Mstep: Class 2 contains 112907 members 
Entering Unmasked Estep 
Score: -27376922.000000 Penalty: 6116.411621
	Iteration 7F: 3 clusters Score -2.737692e+07 nChanged 14657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114755 members 
Mstep: Class 2 contains 111966 members 
Entering Unmasked Estep 
Score: -27388488.000000 Penalty: 6116.411621
	Iteration 8F: 3 clusters Score -2.738849e+07 nChanged 15112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115501 members 
Mstep: Class 2 contains 111220 members 
Entering Unmasked Estep 
Score: -27399158.000000 Penalty: 6116.411621
	Iteration 9F: 3 clusters Score -2.739916e+07 nChanged 12226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116005 members 
Mstep: Class 2 contains 110716 members 
Entering Unmasked Estep 
Score: -27404704.000000 Penalty: 6116.411621
	Iteration 10F: 3 clusters Score -2.74047e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116503 members 
Mstep: Class 2 contains 110218 members 
Entering Unmasked Estep 
Score: -27406858.000000 Penalty: 6116.411621
	Iteration 11Q: 3 clusters Score -2.740686e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117045 members 
Mstep: Class 2 contains 109676 members 
Entering Unmasked Estep 
Score: -27407762.000000 Penalty: 6116.411621
	Iteration 12Q: 3 clusters Score -2.740776e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117686 members 
Mstep: Class 2 contains 109035 members 
Entering Unmasked Estep 
Score: -27408352.000000 Penalty: 6116.411621
	Iteration 13Q: 3 clusters Score -2.740835e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118427 members 
Mstep: Class 2 contains 108294 members 
Entering Unmasked Estep 
Score: -27408862.000000 Penalty: 6116.411621
	Iteration 14Q: 3 clusters Score -2.740886e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119310 members 
Mstep: Class 2 contains 107411 members 
Entering Unmasked Estep 
Score: -27409380.000000 Penalty: 6116.411621
	Iteration 15Q: 3 clusters Score -2.740938e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120314 members 
Mstep: Class 2 contains 106407 members 
Entering Unmasked Estep 
Score: -27409762.000000 Penalty: 6116.411621
	Iteration 16Q: 3 clusters Score -2.740976e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121369 members 
Mstep: Class 2 contains 105352 members 
Entering Unmasked Estep 
Score: -27410152.000000 Penalty: 6116.411621
	Iteration 17Q: 3 clusters Score -2.741015e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122475 members 
Mstep: Class 2 contains 104246 members 
Entering Unmasked Estep 
Score: -27410434.000000 Penalty: 6116.411621
	Iteration 18Q: 3 clusters Score -2.741043e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123636 members 
Mstep: Class 2 contains 103085 members 
Entering Unmasked Estep 
Score: -27410770.000000 Penalty: 6116.411621
	Iteration 19Q: 3 clusters Score -2.741077e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124818 members 
Mstep: Class 2 contains 101903 members 
Entering Unmasked Estep 
Score: -27411064.000000 Penalty: 6116.411621
	Iteration 20F: 3 clusters Score -2.741106e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126031 members 
Mstep: Class 2 contains 100690 members 
Entering Unmasked Estep 
Score: -27411408.000000 Penalty: 6116.411621
	Iteration 21Q: 3 clusters Score -2.741141e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127304 members 
Mstep: Class 2 contains 99417 members 
Entering Unmasked Estep 
Score: -27411582.000000 Penalty: 6116.411621
	Iteration 22Q: 3 clusters Score -2.741158e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128687 members 
Mstep: Class 2 contains 98034 members 
Entering Unmasked Estep 
Score: -27411778.000000 Penalty: 6116.411621
	Iteration 23Q: 3 clusters Score -2.741178e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130114 members 
Mstep: Class 2 contains 96607 members 
Entering Unmasked Estep 
Score: -27412216.000000 Penalty: 6116.411621
	Iteration 24Q: 3 clusters Score -2.741222e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131608 members 
Mstep: Class 2 contains 95113 members 
Entering Unmasked Estep 
Score: -27412500.000000 Penalty: 6116.411621
	Iteration 25Q: 3 clusters Score -2.74125e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133187 members 
Mstep: Class 2 contains 93534 members 
Entering Unmasked Estep 
Score: -27412848.000000 Penalty: 6116.411621
	Iteration 26Q: 3 clusters Score -2.741285e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134880 members 
Mstep: Class 2 contains 91841 members 
Entering Unmasked Estep 
Score: -27413180.000000 Penalty: 6116.411621
	Iteration 27Q: 3 clusters Score -2.741318e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136719 members 
Mstep: Class 2 contains 90002 members 
Entering Unmasked Estep 
Score: -27413480.000000 Penalty: 6116.411621
	Iteration 28Q: 3 clusters Score -2.741348e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138669 members 
Mstep: Class 2 contains 88052 members 
Entering Unmasked Estep 
Score: -27413938.000000 Penalty: 6116.411621
	Iteration 29Q: 3 clusters Score -2.741394e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140703 members 
Mstep: Class 2 contains 86018 members 
Entering Unmasked Estep 
Score: -27414380.000000 Penalty: 6116.411621
	Iteration 30Q: 3 clusters Score -2.741438e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142894 members 
Mstep: Class 2 contains 83827 members 
Entering Unmasked Estep 
Score: -27414808.000000 Penalty: 6116.411621
	Iteration 31Q: 3 clusters Score -2.741481e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145225 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -27415336.000000 Penalty: 6116.411621
	Iteration 32Q: 3 clusters Score -2.741534e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147690 members 
Mstep: Class 2 contains 79031 members 
Entering Unmasked Estep 
Score: -27415982.000000 Penalty: 6116.411621
	Iteration 33Q: 3 clusters Score -2.741598e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150319 members 
Mstep: Class 2 contains 76402 members 
Entering Unmasked Estep 
Score: -27416514.000000 Penalty: 6116.411621
	Iteration 34Q: 3 clusters Score -2.741651e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153053 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -27417138.000000 Penalty: 6116.411621
	Iteration 35Q: 3 clusters Score -2.741714e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155887 members 
Mstep: Class 2 contains 70834 members 
Entering Unmasked Estep 
Score: -27418084.000000 Penalty: 6116.411621
	Iteration 36Q: 3 clusters Score -2.741808e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158877 members 
Mstep: Class 2 contains 67844 members 
Entering Unmasked Estep 
Score: -27419130.000000 Penalty: 6116.411621
	Iteration 37Q: 3 clusters Score -2.741913e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161966 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -27420346.000000 Penalty: 6116.411621
	Iteration 38Q: 3 clusters Score -2.742035e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165101 members 
Mstep: Class 2 contains 61620 members 
Entering Unmasked Estep 
Score: -27421578.000000 Penalty: 6116.411621
	Iteration 39Q: 3 clusters Score -2.742158e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168192 members 
Mstep: Class 2 contains 58529 members 
Entering Unmasked Estep 
Score: -27422792.000000 Penalty: 6116.411621
	Iteration 40F: 3 clusters Score -2.742279e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171203 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -27424036.000000 Penalty: 6116.411621
	Iteration 41Q: 3 clusters Score -2.742404e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174101 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -27425254.000000 Penalty: 6116.411621
	Iteration 42Q: 3 clusters Score -2.742525e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176984 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -27426240.000000 Penalty: 6116.411621
	Iteration 43Q: 3 clusters Score -2.742624e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179774 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -27427138.000000 Penalty: 6116.411621
	Iteration 44Q: 3 clusters Score -2.742714e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182488 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -27428004.000000 Penalty: 6116.411621
	Iteration 45Q: 3 clusters Score -2.7428e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185166 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -27428724.000000 Penalty: 6116.411621
	Iteration 46Q: 3 clusters Score -2.742872e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187786 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -27429626.000000 Penalty: 6116.411621
	Iteration 47Q: 3 clusters Score -2.742963e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190498 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -27430440.000000 Penalty: 6116.411621
	Iteration 48Q: 3 clusters Score -2.743044e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193067 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -27431182.000000 Penalty: 6116.411621
	Iteration 49Q: 3 clusters Score -2.743118e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195534 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -27431822.000000 Penalty: 6116.411621
	Iteration 50Q: 3 clusters Score -2.743182e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197957 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -27432464.000000 Penalty: 6116.411621
	Iteration 51Q: 3 clusters Score -2.743246e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200317 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -27433024.000000 Penalty: 6116.411621
	Iteration 52Q: 3 clusters Score -2.743302e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202556 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -27433436.000000 Penalty: 6116.411621
	Iteration 53Q: 3 clusters Score -2.743344e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204682 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -27433760.000000 Penalty: 6116.411621
	Iteration 54Q: 3 clusters Score -2.743376e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206611 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -27433970.000000 Penalty: 6116.411621
	Iteration 55Q: 3 clusters Score -2.743397e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208485 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -27434396.000000 Penalty: 6116.411621
	Iteration 56Q: 3 clusters Score -2.74344e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210241 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -27434660.000000 Penalty: 6116.411621
	Iteration 57Q: 3 clusters Score -2.743466e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211818 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -27434932.000000 Penalty: 6116.411621
	Iteration 58Q: 3 clusters Score -2.743493e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213187 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -27435038.000000 Penalty: 6116.411621
	Iteration 59Q: 3 clusters Score -2.743504e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214376 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -27435236.000000 Penalty: 6116.411621
	Iteration 60F: 3 clusters Score -2.743524e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215515 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -27435352.000000 Penalty: 6116.411621
	Iteration 61Q: 3 clusters Score -2.743535e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216532 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -27435538.000000 Penalty: 6116.411621
	Iteration 62Q: 3 clusters Score -2.743554e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217446 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -27435492.000000 Penalty: 6116.411621
	Iteration 63Q: 3 clusters Score -2.743549e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218289 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -27435650.000000 Penalty: 6116.411621
	Iteration 64Q: 3 clusters Score -2.743565e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219045 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -27435772.000000 Penalty: 6116.411621
	Iteration 65Q: 3 clusters Score -2.743577e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219713 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -27435906.000000 Penalty: 6116.411621
	Iteration 66Q: 3 clusters Score -2.743591e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220324 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -27436068.000000 Penalty: 6116.411621
	Iteration 67Q: 3 clusters Score -2.743607e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220869 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -27436086.000000 Penalty: 6116.411621
	Iteration 68Q: 3 clusters Score -2.743609e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221354 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -27436198.000000 Penalty: 6116.411621
	Iteration 69Q: 3 clusters Score -2.74362e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221780 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -27436152.000000 Penalty: 6116.411621
	Iteration 70Q: 3 clusters Score -2.743615e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222164 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -27436184.000000 Penalty: 6116.411621
	Iteration 71Q: 3 clusters Score -2.743618e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222508 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -27436148.000000 Penalty: 6116.411621
	Iteration 72Q: 3 clusters Score -2.743615e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222815 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -27436176.000000 Penalty: 6116.411621
	Iteration 73Q: 3 clusters Score -2.743618e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223109 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -27436224.000000 Penalty: 6116.411621
	Iteration 74Q: 3 clusters Score -2.743622e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223369 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -27436250.000000 Penalty: 6116.411621
	Iteration 75Q: 3 clusters Score -2.743625e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223568 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -27436228.000000 Penalty: 6116.411621
	Iteration 76Q: 3 clusters Score -2.743623e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223734 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -27436248.000000 Penalty: 6116.411621
	Iteration 77Q: 3 clusters Score -2.743625e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223878 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -27436298.000000 Penalty: 6116.411621
	Iteration 78Q: 3 clusters Score -2.74363e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224010 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -27436318.000000 Penalty: 6116.411621
	Iteration 79Q: 3 clusters Score -2.743632e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224129 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -27436332.000000 Penalty: 6116.411621
	Iteration 80F: 3 clusters Score -2.743633e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224227 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -27436380.000000 Penalty: 6116.411621
	Iteration 81Q: 3 clusters Score -2.743638e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224324 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -27436326.000000 Penalty: 6116.411621
	Iteration 82Q: 3 clusters Score -2.743633e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224408 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -27436330.000000 Penalty: 6116.411621
	Iteration 83Q: 3 clusters Score -2.743633e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224487 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -27436318.000000 Penalty: 6116.411621
	Iteration 84Q: 3 clusters Score -2.743632e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224546 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -27436292.000000 Penalty: 6116.411621
	Iteration 85Q: 3 clusters Score -2.743629e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224593 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -27436298.000000 Penalty: 6116.411621
	Iteration 86Q: 3 clusters Score -2.74363e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224634 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -27436290.000000 Penalty: 6116.411621
	Iteration 87Q: 3 clusters Score -2.743629e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224672 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -27436310.000000 Penalty: 6116.411621
	Iteration 88Q: 3 clusters Score -2.743631e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224710 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -27436298.000000 Penalty: 6116.411621
	Iteration 89Q: 3 clusters Score -2.74363e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224739 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -27436292.000000 Penalty: 6116.411621
	Iteration 90Q: 3 clusters Score -2.743629e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224764 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -27436298.000000 Penalty: 6116.411621
	Iteration 91Q: 3 clusters Score -2.74363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224790 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -27436314.000000 Penalty: 6116.411621
	Iteration 92Q: 3 clusters Score -2.743631e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224824 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -27436306.000000 Penalty: 6116.411621
	Iteration 93Q: 3 clusters Score -2.743631e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224847 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -27436308.000000 Penalty: 6116.411621
	Iteration 94Q: 3 clusters Score -2.743631e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224867 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -27436312.000000 Penalty: 6116.411621
	Iteration 95Q: 3 clusters Score -2.743631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224883 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -27436296.000000 Penalty: 6116.411621
	Iteration 96Q: 3 clusters Score -2.74363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224896 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -27436310.000000 Penalty: 6116.411621
	Iteration 97Q: 3 clusters Score -2.743631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224907 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -27436292.000000 Penalty: 6116.411621
	Iteration 98Q: 3 clusters Score -2.743629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224918 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -27436296.000000 Penalty: 6116.411621
	Iteration 99Q: 3 clusters Score -2.74363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224936 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -27436278.000000 Penalty: 6116.411621
	Iteration 100F: 3 clusters Score -2.743628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224949 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -27436286.000000 Penalty: 6116.411621
	Iteration 101Q: 3 clusters Score -2.743629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224963 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -27436262.000000 Penalty: 6116.411621
	Iteration 102Q: 3 clusters Score -2.743626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224976 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -27436270.000000 Penalty: 6116.411621
	Iteration 103Q: 3 clusters Score -2.743627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224990 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -27436260.000000 Penalty: 6116.411621
	Iteration 104Q: 3 clusters Score -2.743626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225001 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -27436274.000000 Penalty: 6116.411621
	Iteration 105Q: 3 clusters Score -2.743627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225011 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -27436278.000000 Penalty: 6116.411621
	Iteration 106Q: 3 clusters Score -2.743628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225021 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -27436258.000000 Penalty: 6116.411621
	Iteration 107Q: 3 clusters Score -2.743626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225028 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -27436260.000000 Penalty: 6116.411621
	Iteration 108Q: 3 clusters Score -2.743626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225033 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -27436268.000000 Penalty: 6116.411621
	Iteration 109Q: 3 clusters Score -2.743627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225038 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -27436266.000000 Penalty: 6116.411621
	Iteration 110Q: 3 clusters Score -2.743627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225046 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -27436238.000000 Penalty: 6116.411621
	Iteration 111Q: 3 clusters Score -2.743624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225054 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -27436262.000000 Penalty: 6116.411621
	Iteration 112Q: 3 clusters Score -2.743626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225064 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -27436282.000000 Penalty: 6116.411621
	Iteration 113Q: 3 clusters Score -2.743628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225070 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -27436276.000000 Penalty: 6116.411621
	Iteration 114Q: 3 clusters Score -2.743628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225079 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -27436274.000000 Penalty: 6116.411621
	Iteration 115Q: 3 clusters Score -2.743627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225086 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -27436276.000000 Penalty: 6116.411621
	Iteration 116Q: 3 clusters Score -2.743628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225096 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -27436268.000000 Penalty: 6116.411621
	Iteration 117Q: 3 clusters Score -2.743627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225103 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -27436278.000000 Penalty: 6116.411621
	Iteration 118Q: 3 clusters Score -2.743628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225110 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -27436264.000000 Penalty: 6116.411621
	Iteration 119Q: 3 clusters Score -2.743626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225117 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -27436256.000000 Penalty: 6116.411621
	Iteration 120F: 3 clusters Score -2.743626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225123 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -27436254.000000 Penalty: 6116.411621
	Iteration 121Q: 3 clusters Score -2.743625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225127 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -27436268.000000 Penalty: 6116.411621
	Iteration 122Q: 3 clusters Score -2.743627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225131 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -27436262.000000 Penalty: 6116.411621
	Iteration 123Q: 3 clusters Score -2.743626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225134 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -27436246.000000 Penalty: 6116.411621
	Iteration 124Q: 3 clusters Score -2.743625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225135 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -27436252.000000 Penalty: 6116.411621
	Iteration 125Q: 3 clusters Score -2.743625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225134 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -27436256.000000 Penalty: 6116.411621
	Iteration 126Q: 3 clusters Score -2.743626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225134 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -27436256.000000 Penalty: 6116.411621
	Iteration 127F: 3 clusters Score -2.743626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -510148.875000 Penalty: 2085.251221
	Iteration 0F: 2 clusters Score -510148.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -505982.750000 Penalty: 4170.502441
	Iteration 0F: 3 clusters Score -505982.8 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -506875.593750 Penalty: 4170.502441
	Iteration 1F: 3 clusters Score -506875.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -507081.218750 Penalty: 4170.502441
	Iteration 2F: 3 clusters Score -507081.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -507215.031250 Penalty: 4170.502441
	Iteration 3F: 3 clusters Score -507215 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -507326.000000 Penalty: 4170.502441
	Iteration 4Q: 3 clusters Score -507326 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -507416.968750 Penalty: 4170.502441
	Iteration 5Q: 3 clusters Score -507417 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -507486.156250 Penalty: 4170.502441
	Iteration 6Q: 3 clusters Score -507486.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -507548.343750 Penalty: 4170.502441
	Iteration 7Q: 3 clusters Score -507548.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -507608.093750 Penalty: 4170.502441
	Iteration 8Q: 3 clusters Score -507608.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -507648.125000 Penalty: 4170.502441
	Iteration 9Q: 3 clusters Score -507648.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -507688.218750 Penalty: 4170.502441
	Iteration 10Q: 3 clusters Score -507688.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -507730.343750 Penalty: 4170.502441
	Iteration 11Q: 3 clusters Score -507730.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -507760.062500 Penalty: 4170.502441
	Iteration 12Q: 3 clusters Score -507760.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -507791.093750 Penalty: 4170.502441
	Iteration 13Q: 3 clusters Score -507791.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -507817.218750 Penalty: 4170.502441
	Iteration 14Q: 3 clusters Score -507817.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -507842.218750 Penalty: 4170.502441
	Iteration 15Q: 3 clusters Score -507842.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -507879.000000 Penalty: 4170.502441
	Iteration 16Q: 3 clusters Score -507879 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -507914.281250 Penalty: 4170.502441
	Iteration 17Q: 3 clusters Score -507914.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -507957.281250 Penalty: 4170.502441
	Iteration 18Q: 3 clusters Score -507957.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -508007.437500 Penalty: 4170.502441
	Iteration 19Q: 3 clusters Score -508007.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -508044.093750 Penalty: 4170.502441
	Iteration 20F: 3 clusters Score -508044.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -508070.000000 Penalty: 4170.502441
	Iteration 21Q: 3 clusters Score -508070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -508091.750000 Penalty: 4170.502441
	Iteration 22Q: 3 clusters Score -508091.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -508115.281250 Penalty: 4170.502441
	Iteration 23Q: 3 clusters Score -508115.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -508134.125000 Penalty: 4170.502441
	Iteration 24Q: 3 clusters Score -508134.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -508150.875000 Penalty: 4170.502441
	Iteration 25Q: 3 clusters Score -508150.9 nChanged 34
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: -508170.343750 Penalty: 4170.502441
	Iteration 26Q: 3 clusters Score -508170.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -508192.781250 Penalty: 4170.502441
	Iteration 27Q: 3 clusters Score -508192.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -508214.156250 Penalty: 4170.502441
	Iteration 28Q: 3 clusters Score -508214.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -508231.906250 Penalty: 4170.502441
	Iteration 29Q: 3 clusters Score -508231.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -508242.750000 Penalty: 4170.502441
	Iteration 30Q: 3 clusters Score -508242.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -508250.718750 Penalty: 4170.502441
	Iteration 31Q: 3 clusters Score -508250.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -508254.656250 Penalty: 4170.502441
	Iteration 32Q: 3 clusters Score -508254.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -508259.187500 Penalty: 4170.502441
	Iteration 33Q: 3 clusters Score -508259.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -508261.656250 Penalty: 4170.502441
	Iteration 34Q: 3 clusters Score -508261.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -508263.875000 Penalty: 4170.502441
	Iteration 35Q: 3 clusters Score -508263.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -508264.843750 Penalty: 4170.502441
	Iteration 36Q: 3 clusters Score -508264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -508265.281250 Penalty: 4170.502441
	Iteration 37Q: 3 clusters Score -508265.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -508267.218750 Penalty: 4170.502441
	Iteration 38Q: 3 clusters Score -508267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -508267.281250 Penalty: 4170.502441
	Iteration 39Q: 3 clusters Score -508267.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -508267.875000 Penalty: 4170.502441
	Iteration 40F: 3 clusters Score -508267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -508269.125000 Penalty: 4170.502441
	Iteration 41Q: 3 clusters Score -508269.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -508272.156250 Penalty: 4170.502441
	Iteration 42Q: 3 clusters Score -508272.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -508275.906250 Penalty: 4170.502441
	Iteration 43Q: 3 clusters Score -508275.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -508280.562500 Penalty: 4170.502441
	Iteration 44Q: 3 clusters Score -508280.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -508284.437500 Penalty: 4170.502441
	Iteration 45Q: 3 clusters Score -508284.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -508286.625000 Penalty: 4170.502441
	Iteration 46Q: 3 clusters Score -508286.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -508289.343750 Penalty: 4170.502441
	Iteration 47Q: 3 clusters Score -508289.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -508293.468750 Penalty: 4170.502441
	Iteration 48Q: 3 clusters Score -508293.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -508296.000000 Penalty: 4170.502441
	Iteration 49Q: 3 clusters Score -508296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -508299.750000 Penalty: 4170.502441
	Iteration 50Q: 3 clusters Score -508299.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -508305.531250 Penalty: 4170.502441
	Iteration 51Q: 3 clusters Score -508305.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -508309.468750 Penalty: 4170.502441
	Iteration 52Q: 3 clusters Score -508309.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -508310.656250 Penalty: 4170.502441
	Iteration 53Q: 3 clusters Score -508310.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -508312.937500 Penalty: 4170.502441
	Iteration 54Q: 3 clusters Score -508312.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -508315.843750 Penalty: 4170.502441
	Iteration 55Q: 3 clusters Score -508315.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -508316.750000 Penalty: 4170.502441
	Iteration 56Q: 3 clusters Score -508316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -508319.062500 Penalty: 4170.502441
	Iteration 57Q: 3 clusters Score -508319.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -508321.500000 Penalty: 4170.502441
	Iteration 58Q: 3 clusters Score -508321.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -508324.250000 Penalty: 4170.502441
	Iteration 59Q: 3 clusters Score -508324.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -508327.062500 Penalty: 4170.502441
	Iteration 60F: 3 clusters Score -508327.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -508330.343750 Penalty: 4170.502441
	Iteration 61Q: 3 clusters Score -508330.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -508329.906250 Penalty: 4170.502441
	Iteration 62Q: 3 clusters Score -508329.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -508329.906250 Penalty: 4170.502441
	Iteration 63F: 3 clusters Score -508329.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -203748.156250 Penalty: 1868.356079
	Iteration 0F: 2 clusters Score -203748.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -201206.937500 Penalty: 3736.712158
	Iteration 0F: 3 clusters Score -201206.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -201636.468750 Penalty: 3736.712158
	Iteration 1F: 3 clusters Score -201636.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -201799.453125 Penalty: 3736.712158
	Iteration 2F: 3 clusters Score -201799.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -201912.187500 Penalty: 3736.712158
	Iteration 3F: 3 clusters Score -201912.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -201996.375000 Penalty: 3736.712158
	Iteration 4Q: 3 clusters Score -201996.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -202061.265625 Penalty: 3736.712158
	Iteration 5Q: 3 clusters Score -202061.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -202124.093750 Penalty: 3736.712158
	Iteration 6Q: 3 clusters Score -202124.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -202179.609375 Penalty: 3736.712158
	Iteration 7Q: 3 clusters Score -202179.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -202222.640625 Penalty: 3736.712158
	Iteration 8Q: 3 clusters Score -202222.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -202249.890625 Penalty: 3736.712158
	Iteration 9Q: 3 clusters Score -202249.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -202270.125000 Penalty: 3736.712158
	Iteration 10Q: 3 clusters Score -202270.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -202286.437500 Penalty: 3736.712158
	Iteration 11Q: 3 clusters Score -202286.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -202299.734375 Penalty: 3736.712158
	Iteration 12Q: 3 clusters Score -202299.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -202310.640625 Penalty: 3736.712158
	Iteration 13Q: 3 clusters Score -202310.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -202316.281250 Penalty: 3736.712158
	Iteration 14Q: 3 clusters Score -202316.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -202330.906250 Penalty: 3736.712158
	Iteration 15Q: 3 clusters Score -202330.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -202341.015625 Penalty: 3736.712158
	Iteration 16Q: 3 clusters Score -202341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -202350.203125 Penalty: 3736.712158
	Iteration 17Q: 3 clusters Score -202350.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -202362.265625 Penalty: 3736.712158
	Iteration 18Q: 3 clusters Score -202362.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -202370.718750 Penalty: 3736.712158
	Iteration 19Q: 3 clusters Score -202370.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -202378.406250 Penalty: 3736.712158
	Iteration 20F: 3 clusters Score -202378.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -202383.140625 Penalty: 3736.712158
	Iteration 21Q: 3 clusters Score -202383.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -202387.187500 Penalty: 3736.712158
	Iteration 22Q: 3 clusters Score -202387.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -202388.984375 Penalty: 3736.712158
	Iteration 23Q: 3 clusters Score -202389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -202389.546875 Penalty: 3736.712158
	Iteration 24Q: 3 clusters Score -202389.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -202389.546875 Penalty: 3736.712158
	Iteration 25F: 3 clusters Score -202389.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Entering Unmasked Estep 
Score: -5617851.000000 Penalty: 2671.548340
	Iteration 0F: 2 clusters Score -5617851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -5585641.500000 Penalty: 5343.096680
	Iteration 0F: 3 clusters Score -5585642 nChanged 21945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -5597788.000000 Penalty: 5343.096680
	Iteration 1F: 3 clusters Score -5597788 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -5598155.000000 Penalty: 5343.096680
	Iteration 2Q: 3 clusters Score -5598155 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -5598503.500000 Penalty: 5343.096680
	Iteration 3Q: 3 clusters Score -5598504 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -5598870.000000 Penalty: 5343.096680
	Iteration 4Q: 3 clusters Score -5598870 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -5599219.500000 Penalty: 5343.096680
	Iteration 5Q: 3 clusters Score -5599220 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -5599591.000000 Penalty: 5343.096680
	Iteration 6Q: 3 clusters Score -5599591 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -5600266.000000 Penalty: 5343.096680
	Iteration 7Q: 3 clusters Score -5600266 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -5601406.000000 Penalty: 5343.096680
	Iteration 8Q: 3 clusters Score -5601406 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -5603130.500000 Penalty: 5343.096680
	Iteration 9F: 3 clusters Score -5603130 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -5605725.500000 Penalty: 5343.096680
	Iteration 10F: 3 clusters Score -5605726 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -5608965.500000 Penalty: 5343.096680
	Iteration 11F: 3 clusters Score -5608966 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -5611879.500000 Penalty: 5343.096680
	Iteration 12F: 3 clusters Score -5611880 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5613727.000000 Penalty: 5343.096680
	Iteration 13Q: 3 clusters Score -5613727 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5614640.500000 Penalty: 5343.096680
	Iteration 14Q: 3 clusters Score -5614640 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5615050.500000 Penalty: 5343.096680
	Iteration 15Q: 3 clusters Score -5615050 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5615221.500000 Penalty: 5343.096680
	Iteration 16Q: 3 clusters Score -5615222 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5615312.000000 Penalty: 5343.096680
	Iteration 17Q: 3 clusters Score -5615312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5615367.000000 Penalty: 5343.096680
	Iteration 18Q: 3 clusters Score -5615367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5615411.000000 Penalty: 5343.096680
	Iteration 19Q: 3 clusters Score -5615411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5615448.500000 Penalty: 5343.096680
	Iteration 20F: 3 clusters Score -5615448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5615455.500000 Penalty: 5343.096680
	Iteration 21Q: 3 clusters Score -5615456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5615465.000000 Penalty: 5343.096680
	Iteration 22Q: 3 clusters Score -5615465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5615463.000000 Penalty: 5343.096680
	Iteration 23Q: 3 clusters Score -5615463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5615467.000000 Penalty: 5343.096680
	Iteration 24Q: 3 clusters Score -5615467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5615468.000000 Penalty: 5343.096680
	Iteration 25Q: 3 clusters Score -5615468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5615464.500000 Penalty: 5343.096680
	Iteration 26Q: 3 clusters Score -5615464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5615473.000000 Penalty: 5343.096680
	Iteration 27Q: 3 clusters Score -5615473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5615479.500000 Penalty: 5343.096680
	Iteration 28Q: 3 clusters Score -5615480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5615482.500000 Penalty: 5343.096680
	Iteration 29Q: 3 clusters Score -5615482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5615483.500000 Penalty: 5343.096680
	Iteration 30Q: 3 clusters Score -5615484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5615488.000000 Penalty: 5343.096680
	Iteration 31Q: 3 clusters Score -5615488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5615492.000000 Penalty: 5343.096680
	Iteration 32Q: 3 clusters Score -5615492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5615493.000000 Penalty: 5343.096680
	Iteration 33Q: 3 clusters Score -5615493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5615501.500000 Penalty: 5343.096680
	Iteration 34Q: 3 clusters Score -5615502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5615501.500000 Penalty: 5343.096680
	Iteration 35F: 3 clusters Score -5615502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -55998.746094 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -55998.75 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 277 members 
Entering Unmasked Estep 
Score: -54501.074219 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -54501.07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -54859.347656 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -54859.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -54949.640625 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -54949.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55003.515625 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -55003.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -55061.070312 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -55061.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55103.269531 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -55103.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55153.375000 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -55153.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55212.714844 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -55212.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55236.097656 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -55236.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -55237.796875 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -55237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55239.589844 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -55239.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -55240.437500 Penalty: 3135.101074
	Iteration 11Q: 3 clusters Score -55240.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -55242.523438 Penalty: 3135.101074
	Iteration 12Q: 3 clusters Score -55242.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -55243.597656 Penalty: 3135.101074
	Iteration 13Q: 3 clusters Score -55243.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -55243.597656 Penalty: 3135.101074
	Iteration 14F: 3 clusters Score -55243.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Entering Unmasked Estep 
Score: -2072760.250000 Penalty: 2412.115723
	Iteration 0F: 2 clusters Score -2072760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2060729.000000 Penalty: 4824.231445
	Iteration 0F: 3 clusters Score -2060729 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2064588.125000 Penalty: 4824.231445
	Iteration 1F: 3 clusters Score -2064588 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2065027.375000 Penalty: 4824.231445
	Iteration 2F: 3 clusters Score -2065027 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2065467.875000 Penalty: 4824.231445
	Iteration 3F: 3 clusters Score -2065468 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2065988.750000 Penalty: 4824.231445
	Iteration 4F: 3 clusters Score -2065989 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2066691.375000 Penalty: 4824.231445
	Iteration 5F: 3 clusters Score -2066691 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2067626.875000 Penalty: 4824.231445
	Iteration 6F: 3 clusters Score -2067627 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2068677.625000 Penalty: 4824.231445
	Iteration 7F: 3 clusters Score -2068678 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2069548.500000 Penalty: 4824.231445
	Iteration 8F: 3 clusters Score -2069548 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2070114.625000 Penalty: 4824.231445
	Iteration 9Q: 3 clusters Score -2070115 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2070449.875000 Penalty: 4824.231445
	Iteration 10Q: 3 clusters Score -2070450 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2070631.375000 Penalty: 4824.231445
	Iteration 11Q: 3 clusters Score -2070631 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2070728.125000 Penalty: 4824.231445
	Iteration 12Q: 3 clusters Score -2070728 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2070775.750000 Penalty: 4824.231445
	Iteration 13Q: 3 clusters Score -2070776 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2070808.250000 Penalty: 4824.231445
	Iteration 14Q: 3 clusters Score -2070808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2070827.500000 Penalty: 4824.231445
	Iteration 15Q: 3 clusters Score -2070828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2070836.500000 Penalty: 4824.231445
	Iteration 16Q: 3 clusters Score -2070836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2070843.375000 Penalty: 4824.231445
	Iteration 17Q: 3 clusters Score -2070843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2070848.500000 Penalty: 4824.231445
	Iteration 18Q: 3 clusters Score -2070848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2070855.000000 Penalty: 4824.231445
	Iteration 19Q: 3 clusters Score -2070855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2070857.625000 Penalty: 4824.231445
	Iteration 20F: 3 clusters Score -2070858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2070859.750000 Penalty: 4824.231445
	Iteration 21Q: 3 clusters Score -2070860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2070860.500000 Penalty: 4824.231445
	Iteration 22Q: 3 clusters Score -2070860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2070861.250000 Penalty: 4824.231445
	Iteration 23Q: 3 clusters Score -2070861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2070861.625000 Penalty: 4824.231445
	Iteration 24Q: 3 clusters Score -2070862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2070861.625000 Penalty: 4824.231445
	Iteration 25F: 3 clusters Score -2070862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (61883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Entering Unmasked Estep 
Score: -7594729.500000 Penalty: 2736.184326
	Iteration 0F: 2 clusters Score -7594730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -7553299.500000 Penalty: 5472.368652
	Iteration 0F: 3 clusters Score -7553300 nChanged 28757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -7569662.000000 Penalty: 5472.368652
	Iteration 1F: 3 clusters Score -7569662 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -7570593.000000 Penalty: 5472.368652
	Iteration 2Q: 3 clusters Score -7570593 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -7572056.500000 Penalty: 5472.368652
	Iteration 3F: 3 clusters Score -7572056 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -7574307.500000 Penalty: 5472.368652
	Iteration 4F: 3 clusters Score -7574308 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -7577737.500000 Penalty: 5472.368652
	Iteration 5F: 3 clusters Score -7577738 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -7582313.500000 Penalty: 5472.368652
	Iteration 6F: 3 clusters Score -7582314 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -7586769.500000 Penalty: 5472.368652
	Iteration 7F: 3 clusters Score -7586770 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -7589731.000000 Penalty: 5472.368652
	Iteration 8Q: 3 clusters Score -7589731 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7591232.000000 Penalty: 5472.368652
	Iteration 9Q: 3 clusters Score -7591232 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -7591889.500000 Penalty: 5472.368652
	Iteration 10Q: 3 clusters Score -7591890 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60799 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -7592196.500000 Penalty: 5472.368652
	Iteration 11Q: 3 clusters Score -7592196 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7592356.500000 Penalty: 5472.368652
	Iteration 12Q: 3 clusters Score -7592356 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61048 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7592466.500000 Penalty: 5472.368652
	Iteration 13Q: 3 clusters Score -7592466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7592517.000000 Penalty: 5472.368652
	Iteration 14Q: 3 clusters Score -7592517 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7592540.500000 Penalty: 5472.368652
	Iteration 15Q: 3 clusters Score -7592540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7592546.500000 Penalty: 5472.368652
	Iteration 16Q: 3 clusters Score -7592546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7592571.500000 Penalty: 5472.368652
	Iteration 17Q: 3 clusters Score -7592572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61180 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7592588.000000 Penalty: 5472.368652
	Iteration 18Q: 3 clusters Score -7592588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7592591.500000 Penalty: 5472.368652
	Iteration 19Q: 3 clusters Score -7592592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7592598.000000 Penalty: 5472.368652
	Iteration 20F: 3 clusters Score -7592598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7592598.500000 Penalty: 5472.368652
	Iteration 21Q: 3 clusters Score -7592598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7592604.000000 Penalty: 5472.368652
	Iteration 22Q: 3 clusters Score -7592604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61201 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7592603.500000 Penalty: 5472.368652
	Iteration 23Q: 3 clusters Score -7592604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7592605.000000 Penalty: 5472.368652
	Iteration 24Q: 3 clusters Score -7592605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61201 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7592605.000000 Penalty: 5472.368652
	Iteration 25Q: 3 clusters Score -7592605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7592609.500000 Penalty: 5472.368652
	Iteration 26Q: 3 clusters Score -7592610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7592604.000000 Penalty: 5472.368652
	Iteration 27Q: 3 clusters Score -7592604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7592608.000000 Penalty: 5472.368652
	Iteration 28Q: 3 clusters Score -7592608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7592606.000000 Penalty: 5472.368652
	Iteration 29Q: 3 clusters Score -7592606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7592606.000000 Penalty: 5472.368652
	Iteration 30F: 3 clusters Score -7592606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -78218.164062 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -78218.16 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 381 members 
Entering Unmasked Estep 
Score: -76470.867188 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -76470.87 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -76720.492188 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -76720.49 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76838.328125 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -76838.33 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76910.484375 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -76910.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76949.742188 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -76949.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76975.250000 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -76975.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -76991.125000 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -76991.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -77015.562500 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -77015.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -77038.554688 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -77038.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77059.242188 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -77059.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77074.093750 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -77074.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77087.195312 Penalty: 3308.071045
	Iteration 11Q: 3 clusters Score -77087.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77095.078125 Penalty: 3308.071045
	Iteration 12Q: 3 clusters Score -77095.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -77100.796875 Penalty: 3308.071045
	Iteration 13Q: 3 clusters Score -77100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77106.445312 Penalty: 3308.071045
	Iteration 14Q: 3 clusters Score -77106.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -77114.156250 Penalty: 3308.071045
	Iteration 15Q: 3 clusters Score -77114.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -77121.789062 Penalty: 3308.071045
	Iteration 16Q: 3 clusters Score -77121.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -77124.617188 Penalty: 3308.071045
	Iteration 17Q: 3 clusters Score -77124.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -77124.617188 Penalty: 3308.071045
	Iteration 18F: 3 clusters Score -77124.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (174697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174697 members 
Entering Unmasked Estep 
Score: -21305712.000000 Penalty: 2993.560547
	Iteration 0F: 2 clusters Score -2.130571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 87412 members 
Entering Unmasked Estep 
Score: -21190648.000000 Penalty: 5987.121094
	Iteration 0F: 3 clusters Score -2.119065e+07 nChanged 83443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85006 members 
Mstep: Class 2 contains 89691 members 
Entering Unmasked Estep 
Score: -21239500.000000 Penalty: 5987.121094
	Iteration 1F: 3 clusters Score -2.12395e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83503 members 
Mstep: Class 2 contains 91194 members 
Entering Unmasked Estep 
Score: -21240830.000000 Penalty: 5987.121094
	Iteration 2Q: 3 clusters Score -2.124083e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81262 members 
Mstep: Class 2 contains 93435 members 
Entering Unmasked Estep 
Score: -21242684.000000 Penalty: 5987.121094
	Iteration 3Q: 3 clusters Score -2.124268e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77737 members 
Mstep: Class 2 contains 96960 members 
Entering Unmasked Estep 
Score: -21245518.000000 Penalty: 5987.121094
	Iteration 4Q: 3 clusters Score -2.124552e+07 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72409 members 
Mstep: Class 2 contains 102288 members 
Entering Unmasked Estep 
Score: -21249934.000000 Penalty: 5987.121094
	Iteration 5F: 3 clusters Score -2.124993e+07 nChanged 11385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 110053 members 
Entering Unmasked Estep 
Score: -21257266.000000 Penalty: 5987.121094
	Iteration 6F: 3 clusters Score -2.125727e+07 nChanged 13169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 119924 members 
Entering Unmasked Estep 
Score: -21267700.000000 Penalty: 5987.121094
	Iteration 7F: 3 clusters Score -2.12677e+07 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 130201 members 
Entering Unmasked Estep 
Score: -21279508.000000 Penalty: 5987.121094
	Iteration 8F: 3 clusters Score -2.127951e+07 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 138265 members 
Entering Unmasked Estep 
Score: -21289484.000000 Penalty: 5987.121094
	Iteration 9F: 3 clusters Score -2.128948e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 143318 members 
Entering Unmasked Estep 
Score: -21294968.000000 Penalty: 5987.121094
	Iteration 10Q: 3 clusters Score -2.129497e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 146714 members 
Entering Unmasked Estep 
Score: -21297418.000000 Penalty: 5987.121094
	Iteration 11Q: 3 clusters Score -2.129742e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 149575 members 
Entering Unmasked Estep 
Score: -21298972.000000 Penalty: 5987.121094
	Iteration 12Q: 3 clusters Score -2.129897e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 152127 members 
Entering Unmasked Estep 
Score: -21300086.000000 Penalty: 5987.121094
	Iteration 13Q: 3 clusters Score -2.130009e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 154401 members 
Entering Unmasked Estep 
Score: -21300910.000000 Penalty: 5987.121094
	Iteration 14Q: 3 clusters Score -2.130091e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 156434 members 
Entering Unmasked Estep 
Score: -21301624.000000 Penalty: 5987.121094
	Iteration 15Q: 3 clusters Score -2.130162e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 158228 members 
Entering Unmasked Estep 
Score: -21302132.000000 Penalty: 5987.121094
	Iteration 16Q: 3 clusters Score -2.130213e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 159825 members 
Entering Unmasked Estep 
Score: -21302522.000000 Penalty: 5987.121094
	Iteration 17Q: 3 clusters Score -2.130252e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 161222 members 
Entering Unmasked Estep 
Score: -21302856.000000 Penalty: 5987.121094
	Iteration 18Q: 3 clusters Score -2.130286e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 162454 members 
Entering Unmasked Estep 
Score: -21303190.000000 Penalty: 5987.121094
	Iteration 19Q: 3 clusters Score -2.130319e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 163598 members 
Entering Unmasked Estep 
Score: -21303438.000000 Penalty: 5987.121094
	Iteration 20F: 3 clusters Score -2.130344e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 164590 members 
Entering Unmasked Estep 
Score: -21303678.000000 Penalty: 5987.121094
	Iteration 21Q: 3 clusters Score -2.130368e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 165429 members 
Entering Unmasked Estep 
Score: -21303820.000000 Penalty: 5987.121094
	Iteration 22Q: 3 clusters Score -2.130382e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 166167 members 
Entering Unmasked Estep 
Score: -21304056.000000 Penalty: 5987.121094
	Iteration 23Q: 3 clusters Score -2.130406e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 166762 members 
Entering Unmasked Estep 
Score: -21304108.000000 Penalty: 5987.121094
	Iteration 24Q: 3 clusters Score -2.130411e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 167296 members 
Entering Unmasked Estep 
Score: -21304154.000000 Penalty: 5987.121094
	Iteration 25Q: 3 clusters Score -2.130415e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 167801 members 
Entering Unmasked Estep 
Score: -21304254.000000 Penalty: 5987.121094
	Iteration 26Q: 3 clusters Score -2.130425e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 168249 members 
Entering Unmasked Estep 
Score: -21304276.000000 Penalty: 5987.121094
	Iteration 27Q: 3 clusters Score -2.130428e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 168647 members 
Entering Unmasked Estep 
Score: -21304312.000000 Penalty: 5987.121094
	Iteration 28Q: 3 clusters Score -2.130431e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 169024 members 
Entering Unmasked Estep 
Score: -21304396.000000 Penalty: 5987.121094
	Iteration 29Q: 3 clusters Score -2.13044e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 169346 members 
Entering Unmasked Estep 
Score: -21304478.000000 Penalty: 5987.121094
	Iteration 30Q: 3 clusters Score -2.130448e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 169612 members 
Entering Unmasked Estep 
Score: -21304534.000000 Penalty: 5987.121094
	Iteration 31Q: 3 clusters Score -2.130453e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 169848 members 
Entering Unmasked Estep 
Score: -21304606.000000 Penalty: 5987.121094
	Iteration 32Q: 3 clusters Score -2.130461e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 170054 members 
Entering Unmasked Estep 
Score: -21304622.000000 Penalty: 5987.121094
	Iteration 33Q: 3 clusters Score -2.130462e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 170226 members 
Entering Unmasked Estep 
Score: -21304678.000000 Penalty: 5987.121094
	Iteration 34Q: 3 clusters Score -2.130468e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 170378 members 
Entering Unmasked Estep 
Score: -21304694.000000 Penalty: 5987.121094
	Iteration 35Q: 3 clusters Score -2.130469e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 170495 members 
Entering Unmasked Estep 
Score: -21304678.000000 Penalty: 5987.121094
	Iteration 36Q: 3 clusters Score -2.130468e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 170599 members 
Entering Unmasked Estep 
Score: -21304694.000000 Penalty: 5987.121094
	Iteration 37Q: 3 clusters Score -2.130469e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 170688 members 
Entering Unmasked Estep 
Score: -21304722.000000 Penalty: 5987.121094
	Iteration 38Q: 3 clusters Score -2.130472e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 170766 members 
Entering Unmasked Estep 
Score: -21304748.000000 Penalty: 5987.121094
	Iteration 39Q: 3 clusters Score -2.130475e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 170840 members 
Entering Unmasked Estep 
Score: -21304730.000000 Penalty: 5987.121094
	Iteration 40F: 3 clusters Score -2.130473e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 170903 members 
Entering Unmasked Estep 
Score: -21304702.000000 Penalty: 5987.121094
	Iteration 41Q: 3 clusters Score -2.13047e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 170961 members 
Entering Unmasked Estep 
Score: -21304696.000000 Penalty: 5987.121094
	Iteration 42Q: 3 clusters Score -2.13047e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 171011 members 
Entering Unmasked Estep 
Score: -21304648.000000 Penalty: 5987.121094
	Iteration 43Q: 3 clusters Score -2.130465e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 171062 members 
Entering Unmasked Estep 
Score: -21304640.000000 Penalty: 5987.121094
	Iteration 44Q: 3 clusters Score -2.130464e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 171111 members 
Entering Unmasked Estep 
Score: -21304636.000000 Penalty: 5987.121094
	Iteration 45Q: 3 clusters Score -2.130464e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 171153 members 
Entering Unmasked Estep 
Score: -21304658.000000 Penalty: 5987.121094
	Iteration 46Q: 3 clusters Score -2.130466e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 171195 members 
Entering Unmasked Estep 
Score: -21304672.000000 Penalty: 5987.121094
	Iteration 47Q: 3 clusters Score -2.130467e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 171225 members 
Entering Unmasked Estep 
Score: -21304672.000000 Penalty: 5987.121094
	Iteration 48Q: 3 clusters Score -2.130467e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 171249 members 
Entering Unmasked Estep 
Score: -21304646.000000 Penalty: 5987.121094
	Iteration 49Q: 3 clusters Score -2.130465e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 171276 members 
Entering Unmasked Estep 
Score: -21304634.000000 Penalty: 5987.121094
	Iteration 50Q: 3 clusters Score -2.130463e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 171315 members 
Entering Unmasked Estep 
Score: -21304620.000000 Penalty: 5987.121094
	Iteration 51Q: 3 clusters Score -2.130462e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 171359 members 
Entering Unmasked Estep 
Score: -21304632.000000 Penalty: 5987.121094
	Iteration 52Q: 3 clusters Score -2.130463e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 171388 members 
Entering Unmasked Estep 
Score: -21304640.000000 Penalty: 5987.121094
	Iteration 53Q: 3 clusters Score -2.130464e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 171414 members 
Entering Unmasked Estep 
Score: -21304604.000000 Penalty: 5987.121094
	Iteration 54Q: 3 clusters Score -2.13046e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 171438 members 
Entering Unmasked Estep 
Score: -21304584.000000 Penalty: 5987.121094
	Iteration 55Q: 3 clusters Score -2.130458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 171453 members 
Entering Unmasked Estep 
Score: -21304584.000000 Penalty: 5987.121094
	Iteration 56Q: 3 clusters Score -2.130458e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 171477 members 
Entering Unmasked Estep 
Score: -21304576.000000 Penalty: 5987.121094
	Iteration 57Q: 3 clusters Score -2.130458e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 171493 members 
Entering Unmasked Estep 
Score: -21304574.000000 Penalty: 5987.121094
	Iteration 58Q: 3 clusters Score -2.130457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 171504 members 
Entering Unmasked Estep 
Score: -21304554.000000 Penalty: 5987.121094
	Iteration 59Q: 3 clusters Score -2.130455e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 171517 members 
Entering Unmasked Estep 
Score: -21304552.000000 Penalty: 5987.121094
	Iteration 60F: 3 clusters Score -2.130455e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 171536 members 
Entering Unmasked Estep 
Score: -21304560.000000 Penalty: 5987.121094
	Iteration 61Q: 3 clusters Score -2.130456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 171548 members 
Entering Unmasked Estep 
Score: -21304548.000000 Penalty: 5987.121094
	Iteration 62Q: 3 clusters Score -2.130455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 171556 members 
Entering Unmasked Estep 
Score: -21304574.000000 Penalty: 5987.121094
	Iteration 63Q: 3 clusters Score -2.130457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 171568 members 
Entering Unmasked Estep 
Score: -21304580.000000 Penalty: 5987.121094
	Iteration 64Q: 3 clusters Score -2.130458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 171575 members 
Entering Unmasked Estep 
Score: -21304588.000000 Penalty: 5987.121094
	Iteration 65Q: 3 clusters Score -2.130459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 171584 members 
Entering Unmasked Estep 
Score: -21304602.000000 Penalty: 5987.121094
	Iteration 66Q: 3 clusters Score -2.13046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 171596 members 
Entering Unmasked Estep 
Score: -21304608.000000 Penalty: 5987.121094
	Iteration 67Q: 3 clusters Score -2.130461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 171601 members 
Entering Unmasked Estep 
Score: -21304596.000000 Penalty: 5987.121094
	Iteration 68Q: 3 clusters Score -2.13046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 171608 members 
Entering Unmasked Estep 
Score: -21304592.000000 Penalty: 5987.121094
	Iteration 69Q: 3 clusters Score -2.130459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 171614 members 
Entering Unmasked Estep 
Score: -21304576.000000 Penalty: 5987.121094
	Iteration 70Q: 3 clusters Score -2.130458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 171616 members 
Entering Unmasked Estep 
Score: -21304586.000000 Penalty: 5987.121094
	Iteration 71Q: 3 clusters Score -2.130459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 171621 members 
Entering Unmasked Estep 
Score: -21304598.000000 Penalty: 5987.121094
	Iteration 72Q: 3 clusters Score -2.13046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 171629 members 
Entering Unmasked Estep 
Score: -21304610.000000 Penalty: 5987.121094
	Iteration 73Q: 3 clusters Score -2.130461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 171635 members 
Entering Unmasked Estep 
Score: -21304596.000000 Penalty: 5987.121094
	Iteration 74Q: 3 clusters Score -2.13046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 171644 members 
Entering Unmasked Estep 
Score: -21304602.000000 Penalty: 5987.121094
	Iteration 75Q: 3 clusters Score -2.13046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 171649 members 
Entering Unmasked Estep 
Score: -21304614.000000 Penalty: 5987.121094
	Iteration 76Q: 3 clusters Score -2.130461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 171656 members 
Entering Unmasked Estep 
Score: -21304630.000000 Penalty: 5987.121094
	Iteration 77Q: 3 clusters Score -2.130463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 171662 members 
Entering Unmasked Estep 
Score: -21304642.000000 Penalty: 5987.121094
	Iteration 78Q: 3 clusters Score -2.130464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 171667 members 
Entering Unmasked Estep 
Score: -21304646.000000 Penalty: 5987.121094
	Iteration 79Q: 3 clusters Score -2.130465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 171671 members 
Entering Unmasked Estep 
Score: -21304638.000000 Penalty: 5987.121094
	Iteration 80F: 3 clusters Score -2.130464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 171673 members 
Entering Unmasked Estep 
Score: -21304632.000000 Penalty: 5987.121094
	Iteration 81Q: 3 clusters Score -2.130463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 171675 members 
Entering Unmasked Estep 
Score: -21304630.000000 Penalty: 5987.121094
	Iteration 82Q: 3 clusters Score -2.130463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 171677 members 
Entering Unmasked Estep 
Score: -21304630.000000 Penalty: 5987.121094
	Iteration 83Q: 3 clusters Score -2.130463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 171678 members 
Entering Unmasked Estep 
Score: -21304630.000000 Penalty: 5987.121094
	Iteration 84Q: 3 clusters Score -2.130463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 171678 members 
Entering Unmasked Estep 
Score: -21304630.000000 Penalty: 5987.121094
	Iteration 85F: 3 clusters Score -2.130463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (177893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177893 members 
Entering Unmasked Estep 
Score: -21674310.000000 Penalty: 2998.056641
	Iteration 0F: 2 clusters Score -2.167431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89037 members 
Mstep: Class 2 contains 88856 members 
Entering Unmasked Estep 
Score: -21556824.000000 Penalty: 5996.113281
	Iteration 0F: 3 clusters Score -2.155682e+07 nChanged 85310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 86352 members 
Entering Unmasked Estep 
Score: -21606824.000000 Penalty: 5996.113281
	Iteration 1F: 3 clusters Score -2.160682e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92661 members 
Mstep: Class 2 contains 85232 members 
Entering Unmasked Estep 
Score: -21607936.000000 Penalty: 5996.113281
	Iteration 2Q: 3 clusters Score -2.160794e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94542 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -21609206.000000 Penalty: 5996.113281
	Iteration 3Q: 3 clusters Score -2.160921e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97455 members 
Mstep: Class 2 contains 80438 members 
Entering Unmasked Estep 
Score: -21611294.000000 Penalty: 5996.113281
	Iteration 4Q: 3 clusters Score -2.161129e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 75919 members 
Entering Unmasked Estep 
Score: -21614916.000000 Penalty: 5996.113281
	Iteration 5Q: 3 clusters Score -2.161492e+07 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108752 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -21620634.000000 Penalty: 5996.113281
	Iteration 6F: 3 clusters Score -2.162063e+07 nChanged 12078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117768 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
Score: -21629600.000000 Penalty: 5996.113281
	Iteration 7F: 3 clusters Score -2.16296e+07 nChanged 13139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127793 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -21640988.000000 Penalty: 5996.113281
	Iteration 8F: 3 clusters Score -2.164099e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136429 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -21652034.000000 Penalty: 5996.113281
	Iteration 9F: 3 clusters Score -2.165203e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142195 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -21659312.000000 Penalty: 5996.113281
	Iteration 10Q: 3 clusters Score -2.165931e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145812 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -21662598.000000 Penalty: 5996.113281
	Iteration 11Q: 3 clusters Score -2.16626e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148707 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -21664490.000000 Penalty: 5996.113281
	Iteration 12Q: 3 clusters Score -2.166449e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151358 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -21665964.000000 Penalty: 5996.113281
	Iteration 13Q: 3 clusters Score -2.166596e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153693 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -21666902.000000 Penalty: 5996.113281
	Iteration 14Q: 3 clusters Score -2.16669e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155796 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -21667684.000000 Penalty: 5996.113281
	Iteration 15Q: 3 clusters Score -2.166768e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157717 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -21668402.000000 Penalty: 5996.113281
	Iteration 16Q: 3 clusters Score -2.16684e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159426 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -21668876.000000 Penalty: 5996.113281
	Iteration 17Q: 3 clusters Score -2.166888e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160979 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -21669344.000000 Penalty: 5996.113281
	Iteration 18Q: 3 clusters Score -2.166934e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162479 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -21669840.000000 Penalty: 5996.113281
	Iteration 19Q: 3 clusters Score -2.166984e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163760 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -21670096.000000 Penalty: 5996.113281
	Iteration 20F: 3 clusters Score -2.16701e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164930 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -21670412.000000 Penalty: 5996.113281
	Iteration 21Q: 3 clusters Score -2.167041e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166011 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -21670616.000000 Penalty: 5996.113281
	Iteration 22Q: 3 clusters Score -2.167062e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167000 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -21670828.000000 Penalty: 5996.113281
	Iteration 23Q: 3 clusters Score -2.167083e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167898 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -21671038.000000 Penalty: 5996.113281
	Iteration 24Q: 3 clusters Score -2.167104e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168720 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -21671186.000000 Penalty: 5996.113281
	Iteration 25Q: 3 clusters Score -2.167119e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169451 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -21671356.000000 Penalty: 5996.113281
	Iteration 26Q: 3 clusters Score -2.167136e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170114 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -21671442.000000 Penalty: 5996.113281
	Iteration 27Q: 3 clusters Score -2.167144e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170707 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -21671506.000000 Penalty: 5996.113281
	Iteration 28Q: 3 clusters Score -2.167151e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171227 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -21671616.000000 Penalty: 5996.113281
	Iteration 29Q: 3 clusters Score -2.167162e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171697 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -21671766.000000 Penalty: 5996.113281
	Iteration 30Q: 3 clusters Score -2.167177e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172122 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -21671852.000000 Penalty: 5996.113281
	Iteration 31Q: 3 clusters Score -2.167185e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172491 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -21671984.000000 Penalty: 5996.113281
	Iteration 32Q: 3 clusters Score -2.167198e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172856 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -21672110.000000 Penalty: 5996.113281
	Iteration 33Q: 3 clusters Score -2.167211e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173151 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -21672154.000000 Penalty: 5996.113281
	Iteration 34Q: 3 clusters Score -2.167215e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173390 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -21672176.000000 Penalty: 5996.113281
	Iteration 35Q: 3 clusters Score -2.167218e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173598 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -21672184.000000 Penalty: 5996.113281
	Iteration 36Q: 3 clusters Score -2.167218e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173767 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -21672252.000000 Penalty: 5996.113281
	Iteration 37Q: 3 clusters Score -2.167225e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173894 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -21672268.000000 Penalty: 5996.113281
	Iteration 38Q: 3 clusters Score -2.167227e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174003 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -21672276.000000 Penalty: 5996.113281
	Iteration 39Q: 3 clusters Score -2.167228e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174095 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -21672298.000000 Penalty: 5996.113281
	Iteration 40F: 3 clusters Score -2.16723e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174174 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -21672322.000000 Penalty: 5996.113281
	Iteration 41Q: 3 clusters Score -2.167232e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174238 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -21672328.000000 Penalty: 5996.113281
	Iteration 42Q: 3 clusters Score -2.167233e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174300 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -21672366.000000 Penalty: 5996.113281
	Iteration 43Q: 3 clusters Score -2.167237e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174358 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -21672366.000000 Penalty: 5996.113281
	Iteration 44Q: 3 clusters Score -2.167237e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174412 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -21672382.000000 Penalty: 5996.113281
	Iteration 45Q: 3 clusters Score -2.167238e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174457 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -21672406.000000 Penalty: 5996.113281
	Iteration 46Q: 3 clusters Score -2.167241e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174497 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -21672412.000000 Penalty: 5996.113281
	Iteration 47Q: 3 clusters Score -2.167241e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174534 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -21672382.000000 Penalty: 5996.113281
	Iteration 48Q: 3 clusters Score -2.167238e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174571 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -21672374.000000 Penalty: 5996.113281
	Iteration 49Q: 3 clusters Score -2.167237e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174609 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -21672406.000000 Penalty: 5996.113281
	Iteration 50Q: 3 clusters Score -2.167241e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174644 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -21672386.000000 Penalty: 5996.113281
	Iteration 51Q: 3 clusters Score -2.167239e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174677 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -21672406.000000 Penalty: 5996.113281
	Iteration 52Q: 3 clusters Score -2.167241e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174711 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -21672422.000000 Penalty: 5996.113281
	Iteration 53Q: 3 clusters Score -2.167242e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174750 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -21672460.000000 Penalty: 5996.113281
	Iteration 54Q: 3 clusters Score -2.167246e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174789 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -21672474.000000 Penalty: 5996.113281
	Iteration 55Q: 3 clusters Score -2.167247e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174824 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -21672490.000000 Penalty: 5996.113281
	Iteration 56Q: 3 clusters Score -2.167249e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174857 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -21672460.000000 Penalty: 5996.113281
	Iteration 57Q: 3 clusters Score -2.167246e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174886 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -21672464.000000 Penalty: 5996.113281
	Iteration 58Q: 3 clusters Score -2.167246e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174919 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -21672474.000000 Penalty: 5996.113281
	Iteration 59Q: 3 clusters Score -2.167247e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174952 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -21672514.000000 Penalty: 5996.113281
	Iteration 60F: 3 clusters Score -2.167251e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174987 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -21672540.000000 Penalty: 5996.113281
	Iteration 61Q: 3 clusters Score -2.167254e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175013 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -21672542.000000 Penalty: 5996.113281
	Iteration 62Q: 3 clusters Score -2.167254e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175041 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -21672514.000000 Penalty: 5996.113281
	Iteration 63Q: 3 clusters Score -2.167251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175061 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -21672528.000000 Penalty: 5996.113281
	Iteration 64Q: 3 clusters Score -2.167253e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175087 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -21672530.000000 Penalty: 5996.113281
	Iteration 65Q: 3 clusters Score -2.167253e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175112 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -21672508.000000 Penalty: 5996.113281
	Iteration 66Q: 3 clusters Score -2.167251e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175135 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -21672484.000000 Penalty: 5996.113281
	Iteration 67Q: 3 clusters Score -2.167248e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175156 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -21672476.000000 Penalty: 5996.113281
	Iteration 68Q: 3 clusters Score -2.167248e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175180 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -21672482.000000 Penalty: 5996.113281
	Iteration 69Q: 3 clusters Score -2.167248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175198 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -21672476.000000 Penalty: 5996.113281
	Iteration 70Q: 3 clusters Score -2.167248e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175224 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -21672484.000000 Penalty: 5996.113281
	Iteration 71Q: 3 clusters Score -2.167248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175241 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -21672496.000000 Penalty: 5996.113281
	Iteration 72Q: 3 clusters Score -2.16725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175256 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -21672504.000000 Penalty: 5996.113281
	Iteration 73Q: 3 clusters Score -2.16725e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175272 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -21672508.000000 Penalty: 5996.113281
	Iteration 74Q: 3 clusters Score -2.167251e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175288 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -21672510.000000 Penalty: 5996.113281
	Iteration 75Q: 3 clusters Score -2.167251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175306 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -21672542.000000 Penalty: 5996.113281
	Iteration 76Q: 3 clusters Score -2.167254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175322 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -21672526.000000 Penalty: 5996.113281
	Iteration 77Q: 3 clusters Score -2.167253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175333 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -21672544.000000 Penalty: 5996.113281
	Iteration 78Q: 3 clusters Score -2.167254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175344 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -21672552.000000 Penalty: 5996.113281
	Iteration 79Q: 3 clusters Score -2.167255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175355 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -21672560.000000 Penalty: 5996.113281
	Iteration 80F: 3 clusters Score -2.167256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175364 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -21672554.000000 Penalty: 5996.113281
	Iteration 81Q: 3 clusters Score -2.167255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175375 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -21672536.000000 Penalty: 5996.113281
	Iteration 82Q: 3 clusters Score -2.167254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175387 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -21672542.000000 Penalty: 5996.113281
	Iteration 83Q: 3 clusters Score -2.167254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175394 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -21672548.000000 Penalty: 5996.113281
	Iteration 84Q: 3 clusters Score -2.167255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175401 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -21672560.000000 Penalty: 5996.113281
	Iteration 85Q: 3 clusters Score -2.167256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175409 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -21672564.000000 Penalty: 5996.113281
	Iteration 86Q: 3 clusters Score -2.167256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175422 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -21672572.000000 Penalty: 5996.113281
	Iteration 87Q: 3 clusters Score -2.167257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175433 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -21672584.000000 Penalty: 5996.113281
	Iteration 88Q: 3 clusters Score -2.167258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175444 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -21672564.000000 Penalty: 5996.113281
	Iteration 89Q: 3 clusters Score -2.167256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175448 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -21672564.000000 Penalty: 5996.113281
	Iteration 90Q: 3 clusters Score -2.167256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175448 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -21672564.000000 Penalty: 5996.113281
	Iteration 91F: 3 clusters Score -2.167256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -61715.949219 Penalty: 1593.769165
	Iteration 0F: 2 clusters Score -61715.95 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 291 members 
Entering Unmasked Estep 
Score: -60189.437500 Penalty: 3187.538330
	Iteration 0F: 3 clusters Score -60189.44 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60472.371094 Penalty: 3187.538330
	Iteration 1F: 3 clusters Score -60472.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60555.015625 Penalty: 3187.538330
	Iteration 2F: 3 clusters Score -60555.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -60597.937500 Penalty: 3187.538330
	Iteration 3Q: 3 clusters Score -60597.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -60631.675781 Penalty: 3187.538330
	Iteration 4Q: 3 clusters Score -60631.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60652.855469 Penalty: 3187.538330
	Iteration 5Q: 3 clusters Score -60652.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60677.535156 Penalty: 3187.538330
	Iteration 6Q: 3 clusters Score -60677.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -60706.417969 Penalty: 3187.538330
	Iteration 7Q: 3 clusters Score -60706.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60718.054688 Penalty: 3187.538330
	Iteration 8Q: 3 clusters Score -60718.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60725.183594 Penalty: 3187.538330
	Iteration 9Q: 3 clusters Score -60725.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -60747.500000 Penalty: 3187.538330
	Iteration 10Q: 3 clusters Score -60747.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -60772.339844 Penalty: 3187.538330
	Iteration 11Q: 3 clusters Score -60772.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -60785.621094 Penalty: 3187.538330
	Iteration 12Q: 3 clusters Score -60785.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60790.910156 Penalty: 3187.538330
	Iteration 13Q: 3 clusters Score -60790.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60795.445312 Penalty: 3187.538330
	Iteration 14Q: 3 clusters Score -60795.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -60796.597656 Penalty: 3187.538330
	Iteration 15Q: 3 clusters Score -60796.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -60796.597656 Penalty: 3187.538330
	Iteration 16F: 3 clusters Score -60796.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Entering Unmasked Estep 
Score: -426403.406250 Penalty: 2040.455444
	Iteration 0F: 2 clusters Score -426403.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -422635.343750 Penalty: 4080.910889
	Iteration 0F: 3 clusters Score -422635.3 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -423461.625000 Penalty: 4080.910889
	Iteration 1F: 3 clusters Score -423461.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -423644.625000 Penalty: 4080.910889
	Iteration 2F: 3 clusters Score -423644.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -423737.593750 Penalty: 4080.910889
	Iteration 3Q: 3 clusters Score -423737.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -423793.343750 Penalty: 4080.910889
	Iteration 4Q: 3 clusters Score -423793.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -423847.218750 Penalty: 4080.910889
	Iteration 5Q: 3 clusters Score -423847.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -423888.187500 Penalty: 4080.910889
	Iteration 6Q: 3 clusters Score -423888.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -423913.906250 Penalty: 4080.910889
	Iteration 7Q: 3 clusters Score -423913.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -423935.406250 Penalty: 4080.910889
	Iteration 8Q: 3 clusters Score -423935.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -423961.687500 Penalty: 4080.910889
	Iteration 9Q: 3 clusters Score -423961.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -423985.437500 Penalty: 4080.910889
	Iteration 10Q: 3 clusters Score -423985.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -424009.562500 Penalty: 4080.910889
	Iteration 11Q: 3 clusters Score -424009.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -424037.656250 Penalty: 4080.910889
	Iteration 12Q: 3 clusters Score -424037.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -424058.468750 Penalty: 4080.910889
	Iteration 13Q: 3 clusters Score -424058.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -424076.687500 Penalty: 4080.910889
	Iteration 14Q: 3 clusters Score -424076.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -424092.718750 Penalty: 4080.910889
	Iteration 15Q: 3 clusters Score -424092.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -424105.906250 Penalty: 4080.910889
	Iteration 16Q: 3 clusters Score -424105.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -424120.312500 Penalty: 4080.910889
	Iteration 17Q: 3 clusters Score -424120.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -424132.656250 Penalty: 4080.910889
	Iteration 18Q: 3 clusters Score -424132.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -424146.906250 Penalty: 4080.910889
	Iteration 19Q: 3 clusters Score -424146.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -424155.062500 Penalty: 4080.910889
	Iteration 20F: 3 clusters Score -424155.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -424165.062500 Penalty: 4080.910889
	Iteration 21Q: 3 clusters Score -424165.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -424180.281250 Penalty: 4080.910889
	Iteration 22Q: 3 clusters Score -424180.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -424204.937500 Penalty: 4080.910889
	Iteration 23Q: 3 clusters Score -424204.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -424222.718750 Penalty: 4080.910889
	Iteration 24Q: 3 clusters Score -424222.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -424240.781250 Penalty: 4080.910889
	Iteration 25Q: 3 clusters Score -424240.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -424257.218750 Penalty: 4080.910889
	Iteration 26Q: 3 clusters Score -424257.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -424279.125000 Penalty: 4080.910889
	Iteration 27Q: 3 clusters Score -424279.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -424310.687500 Penalty: 4080.910889
	Iteration 28Q: 3 clusters Score -424310.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -424343.812500 Penalty: 4080.910889
	Iteration 29Q: 3 clusters Score -424343.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -424385.031250 Penalty: 4080.910889
	Iteration 30Q: 3 clusters Score -424385 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -424427.000000 Penalty: 4080.910889
	Iteration 31Q: 3 clusters Score -424427 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -424459.531250 Penalty: 4080.910889
	Iteration 32Q: 3 clusters Score -424459.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -424498.500000 Penalty: 4080.910889
	Iteration 33Q: 3 clusters Score -424498.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -424545.437500 Penalty: 4080.910889
	Iteration 34Q: 3 clusters Score -424545.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -424582.468750 Penalty: 4080.910889
	Iteration 35Q: 3 clusters Score -424582.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -424618.375000 Penalty: 4080.910889
	Iteration 36Q: 3 clusters Score -424618.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -424649.562500 Penalty: 4080.910889
	Iteration 37Q: 3 clusters Score -424649.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -424680.781250 Penalty: 4080.910889
	Iteration 38Q: 3 clusters Score -424680.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -424710.406250 Penalty: 4080.910889
	Iteration 39Q: 3 clusters Score -424710.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -424739.906250 Penalty: 4080.910889
	Iteration 40F: 3 clusters Score -424739.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -424760.531250 Penalty: 4080.910889
	Iteration 41Q: 3 clusters Score -424760.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -424780.750000 Penalty: 4080.910889
	Iteration 42Q: 3 clusters Score -424780.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -424793.625000 Penalty: 4080.910889
	Iteration 43Q: 3 clusters Score -424793.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -424808.531250 Penalty: 4080.910889
	Iteration 44Q: 3 clusters Score -424808.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -424824.937500 Penalty: 4080.910889
	Iteration 45Q: 3 clusters Score -424824.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -424839.218750 Penalty: 4080.910889
	Iteration 46Q: 3 clusters Score -424839.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -424850.250000 Penalty: 4080.910889
	Iteration 47Q: 3 clusters Score -424850.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -424860.000000 Penalty: 4080.910889
	Iteration 48Q: 3 clusters Score -424860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -424870.000000 Penalty: 4080.910889
	Iteration 49Q: 3 clusters Score -424870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -424876.218750 Penalty: 4080.910889
	Iteration 50Q: 3 clusters Score -424876.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -424882.218750 Penalty: 4080.910889
	Iteration 51Q: 3 clusters Score -424882.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -424890.750000 Penalty: 4080.910889
	Iteration 52Q: 3 clusters Score -424890.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -424900.468750 Penalty: 4080.910889
	Iteration 53Q: 3 clusters Score -424900.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -424913.156250 Penalty: 4080.910889
	Iteration 54Q: 3 clusters Score -424913.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -424924.156250 Penalty: 4080.910889
	Iteration 55Q: 3 clusters Score -424924.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -424937.875000 Penalty: 4080.910889
	Iteration 56Q: 3 clusters Score -424937.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -424950.593750 Penalty: 4080.910889
	Iteration 57Q: 3 clusters Score -424950.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -424973.375000 Penalty: 4080.910889
	Iteration 58Q: 3 clusters Score -424973.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -424991.281250 Penalty: 4080.910889
	Iteration 59Q: 3 clusters Score -424991.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -425004.093750 Penalty: 4080.910889
	Iteration 60F: 3 clusters Score -425004.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -425019.125000 Penalty: 4080.910889
	Iteration 61Q: 3 clusters Score -425019.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -425030.031250 Penalty: 4080.910889
	Iteration 62Q: 3 clusters Score -425030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -425036.718750 Penalty: 4080.910889
	Iteration 63Q: 3 clusters Score -425036.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -425045.875000 Penalty: 4080.910889
	Iteration 64Q: 3 clusters Score -425045.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -425053.406250 Penalty: 4080.910889
	Iteration 65Q: 3 clusters Score -425053.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -425066.781250 Penalty: 4080.910889
	Iteration 66Q: 3 clusters Score -425066.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -425079.062500 Penalty: 4080.910889
	Iteration 67Q: 3 clusters Score -425079.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -425092.312500 Penalty: 4080.910889
	Iteration 68Q: 3 clusters Score -425092.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -425102.218750 Penalty: 4080.910889
	Iteration 69Q: 3 clusters Score -425102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -425111.968750 Penalty: 4080.910889
	Iteration 70Q: 3 clusters Score -425112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -425117.843750 Penalty: 4080.910889
	Iteration 71Q: 3 clusters Score -425117.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -425122.406250 Penalty: 4080.910889
	Iteration 72Q: 3 clusters Score -425122.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -425126.062500 Penalty: 4080.910889
	Iteration 73Q: 3 clusters Score -425126.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -425126.687500 Penalty: 4080.910889
	Iteration 74Q: 3 clusters Score -425126.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -425127.625000 Penalty: 4080.910889
	Iteration 75Q: 3 clusters Score -425127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -425128.656250 Penalty: 4080.910889
	Iteration 76Q: 3 clusters Score -425128.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -425128.656250 Penalty: 4080.910889
	Iteration 77F: 3 clusters Score -425128.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Entering Unmasked Estep 
Score: -298653.062500 Penalty: 1949.134521
	Iteration 0F: 2 clusters Score -298653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -295632.656250 Penalty: 3898.269043
	Iteration 0F: 3 clusters Score -295632.7 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -296207.812500 Penalty: 3898.269043
	Iteration 1F: 3 clusters Score -296207.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -296391.000000 Penalty: 3898.269043
	Iteration 2F: 3 clusters Score -296391 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -296496.937500 Penalty: 3898.269043
	Iteration 3Q: 3 clusters Score -296496.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -296563.250000 Penalty: 3898.269043
	Iteration 4Q: 3 clusters Score -296563.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -296613.843750 Penalty: 3898.269043
	Iteration 5Q: 3 clusters Score -296613.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -296655.593750 Penalty: 3898.269043
	Iteration 6Q: 3 clusters Score -296655.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -296688.375000 Penalty: 3898.269043
	Iteration 7Q: 3 clusters Score -296688.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -296714.031250 Penalty: 3898.269043
	Iteration 8Q: 3 clusters Score -296714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -296736.125000 Penalty: 3898.269043
	Iteration 9Q: 3 clusters Score -296736.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -296751.625000 Penalty: 3898.269043
	Iteration 10Q: 3 clusters Score -296751.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -296762.687500 Penalty: 3898.269043
	Iteration 11Q: 3 clusters Score -296762.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -296771.687500 Penalty: 3898.269043
	Iteration 12Q: 3 clusters Score -296771.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -296780.500000 Penalty: 3898.269043
	Iteration 13Q: 3 clusters Score -296780.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -296788.156250 Penalty: 3898.269043
	Iteration 14Q: 3 clusters Score -296788.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -296795.875000 Penalty: 3898.269043
	Iteration 15Q: 3 clusters Score -296795.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -296804.562500 Penalty: 3898.269043
	Iteration 16Q: 3 clusters Score -296804.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -296812.375000 Penalty: 3898.269043
	Iteration 17Q: 3 clusters Score -296812.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -296817.906250 Penalty: 3898.269043
	Iteration 18Q: 3 clusters Score -296817.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -296822.593750 Penalty: 3898.269043
	Iteration 19Q: 3 clusters Score -296822.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -296824.468750 Penalty: 3898.269043
	Iteration 20F: 3 clusters Score -296824.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -296825.468750 Penalty: 3898.269043
	Iteration 21Q: 3 clusters Score -296825.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -296826.906250 Penalty: 3898.269043
	Iteration 22Q: 3 clusters Score -296826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -296827.500000 Penalty: 3898.269043
	Iteration 23Q: 3 clusters Score -296827.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -296828.968750 Penalty: 3898.269043
	Iteration 24Q: 3 clusters Score -296829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -296829.343750 Penalty: 3898.269043
	Iteration 25Q: 3 clusters Score -296829.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -296829.281250 Penalty: 3898.269043
	Iteration 26Q: 3 clusters Score -296829.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -296829.281250 Penalty: 3898.269043
	Iteration 27F: 3 clusters Score -296829.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149440 members 
Mstep: Class 5 contains 226721 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47685 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16752 members 
Mstep: Class 11 contains 61883 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174697 members 
Mstep: Class 14 contains 177893 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305760.000000 Penalty: 57676.941406
Iteration 439Q: 18 clusters Score -1.043058e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149471 members 
Mstep: Class 5 contains 226717 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47685 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16752 members 
Mstep: Class 11 contains 61880 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174683 members 
Mstep: Class 14 contains 177883 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305704.000000 Penalty: 57676.941406
Iteration 440F: 18 clusters Score -1.043057e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149511 members 
Mstep: Class 5 contains 226696 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47681 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16753 members 
Mstep: Class 11 contains 61880 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174666 members 
Mstep: Class 14 contains 177885 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305824.000000 Penalty: 57676.941406
Iteration 441Q: 18 clusters Score -1.043058e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149539 members 
Mstep: Class 5 contains 226676 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47684 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16754 members 
Mstep: Class 11 contains 61883 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174656 members 
Mstep: Class 14 contains 177880 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305728.000000 Penalty: 57676.941406
Iteration 442Q: 18 clusters Score -1.043057e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149572 members 
Mstep: Class 5 contains 226671 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47686 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16755 members 
Mstep: Class 11 contains 61880 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174634 members 
Mstep: Class 14 contains 177874 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305808.000000 Penalty: 57676.941406
Iteration 443Q: 18 clusters Score -1.043058e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149604 members 
Mstep: Class 5 contains 226665 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47686 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16757 members 
Mstep: Class 11 contains 61881 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174621 members 
Mstep: Class 14 contains 177858 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305736.000000 Penalty: 57676.941406
Iteration 444Q: 18 clusters Score -1.043057e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149635 members 
Mstep: Class 5 contains 226667 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47684 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16760 members 
Mstep: Class 11 contains 61880 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174603 members 
Mstep: Class 14 contains 177843 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305728.000000 Penalty: 57676.941406
Iteration 445Q: 18 clusters Score -1.043057e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149668 members 
Mstep: Class 5 contains 226652 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47685 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16764 members 
Mstep: Class 11 contains 61881 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174586 members 
Mstep: Class 14 contains 177836 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305776.000000 Penalty: 57676.941406
Iteration 446Q: 18 clusters Score -1.043058e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149712 members 
Mstep: Class 5 contains 226639 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47684 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16762 members 
Mstep: Class 11 contains 61879 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174565 members 
Mstep: Class 14 contains 177831 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305800.000000 Penalty: 57676.941406
Iteration 447Q: 18 clusters Score -1.043058e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149748 members 
Mstep: Class 5 contains 226623 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16765 members 
Mstep: Class 11 contains 61878 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174551 members 
Mstep: Class 14 contains 177824 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305776.000000 Penalty: 57676.941406
Iteration 448Q: 18 clusters Score -1.043058e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149774 members 
Mstep: Class 5 contains 226617 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47684 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16765 members 
Mstep: Class 11 contains 61875 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174543 members 
Mstep: Class 14 contains 177815 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305816.000000 Penalty: 57676.941406
Iteration 449Q: 18 clusters Score -1.043058e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149807 members 
Mstep: Class 5 contains 226618 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16767 members 
Mstep: Class 11 contains 61872 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174529 members 
Mstep: Class 14 contains 177797 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305792.000000 Penalty: 57676.941406
Iteration 450Q: 18 clusters Score -1.043058e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149836 members 
Mstep: Class 5 contains 226620 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47685 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16767 members 
Mstep: Class 11 contains 61873 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174516 members 
Mstep: Class 14 contains 177776 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305816.000000 Penalty: 57676.941406
Iteration 451Q: 18 clusters Score -1.043058e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149864 members 
Mstep: Class 5 contains 226610 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47686 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16767 members 
Mstep: Class 11 contains 61873 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174507 members 
Mstep: Class 14 contains 177766 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305808.000000 Penalty: 57676.941406
Iteration 452Q: 18 clusters Score -1.043058e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149897 members 
Mstep: Class 5 contains 226602 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47686 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16767 members 
Mstep: Class 11 contains 61873 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174501 members 
Mstep: Class 14 contains 177747 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305832.000000 Penalty: 57676.941406
Iteration 453Q: 18 clusters Score -1.043058e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149921 members 
Mstep: Class 5 contains 226600 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47687 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16768 members 
Mstep: Class 11 contains 61874 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174487 members 
Mstep: Class 14 contains 177736 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305704.000000 Penalty: 57676.941406
Iteration 454Q: 18 clusters Score -1.043057e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149939 members 
Mstep: Class 5 contains 226602 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47687 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16769 members 
Mstep: Class 11 contains 61876 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174478 members 
Mstep: Class 14 contains 177722 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305752.000000 Penalty: 57676.941406
Iteration 455Q: 18 clusters Score -1.043058e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149966 members 
Mstep: Class 5 contains 226604 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47686 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16770 members 
Mstep: Class 11 contains 61873 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174469 members 
Mstep: Class 14 contains 177705 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305792.000000 Penalty: 57676.941406
Iteration 456Q: 18 clusters Score -1.043058e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 149987 members 
Mstep: Class 5 contains 226618 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47688 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16769 members 
Mstep: Class 11 contains 61873 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174457 members 
Mstep: Class 14 contains 177681 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305832.000000 Penalty: 57676.941406
Iteration 457Q: 18 clusters Score -1.043058e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150010 members 
Mstep: Class 5 contains 226628 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47685 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16769 members 
Mstep: Class 11 contains 61873 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174448 members 
Mstep: Class 14 contains 177660 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305880.000000 Penalty: 57676.941406
Iteration 458Q: 18 clusters Score -1.043059e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150038 members 
Mstep: Class 5 contains 226632 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47684 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16770 members 
Mstep: Class 11 contains 61871 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174434 members 
Mstep: Class 14 contains 177644 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305816.000000 Penalty: 57676.941406
Iteration 459Q: 18 clusters Score -1.043058e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150069 members 
Mstep: Class 5 contains 226633 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47681 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16771 members 
Mstep: Class 11 contains 61867 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174416 members 
Mstep: Class 14 contains 177636 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305888.000000 Penalty: 57676.941406
Iteration 460F: 18 clusters Score -1.043059e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150087 members 
Mstep: Class 5 contains 226630 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47681 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16773 members 
Mstep: Class 11 contains 61863 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174409 members 
Mstep: Class 14 contains 177630 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305904.000000 Penalty: 57676.941406
Iteration 461Q: 18 clusters Score -1.043059e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150110 members 
Mstep: Class 5 contains 226632 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47682 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16773 members 
Mstep: Class 11 contains 61862 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174398 members 
Mstep: Class 14 contains 177616 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305904.000000 Penalty: 57676.941406
Iteration 462Q: 18 clusters Score -1.043059e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150148 members 
Mstep: Class 5 contains 226629 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47682 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16773 members 
Mstep: Class 11 contains 61854 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174386 members 
Mstep: Class 14 contains 177601 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305936.000000 Penalty: 57676.941406
Iteration 463Q: 18 clusters Score -1.043059e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150173 members 
Mstep: Class 5 contains 226625 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47682 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16773 members 
Mstep: Class 11 contains 61851 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174383 members 
Mstep: Class 14 contains 177586 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305864.000000 Penalty: 57676.941406
Iteration 464Q: 18 clusters Score -1.043059e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150202 members 
Mstep: Class 5 contains 226606 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47682 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16774 members 
Mstep: Class 11 contains 61853 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174376 members 
Mstep: Class 14 contains 177581 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305936.000000 Penalty: 57676.941406
Iteration 465Q: 18 clusters Score -1.043059e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150238 members 
Mstep: Class 5 contains 226592 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16773 members 
Mstep: Class 11 contains 61851 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174365 members 
Mstep: Class 14 contains 177573 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306008.000000 Penalty: 57676.941406
Iteration 466Q: 18 clusters Score -1.04306e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150264 members 
Mstep: Class 5 contains 226589 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47682 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16775 members 
Mstep: Class 11 contains 61849 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174353 members 
Mstep: Class 14 contains 177563 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306040.000000 Penalty: 57676.941406
Iteration 467Q: 18 clusters Score -1.04306e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150288 members 
Mstep: Class 5 contains 226579 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47682 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16775 members 
Mstep: Class 11 contains 61846 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174344 members 
Mstep: Class 14 contains 177561 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306048.000000 Penalty: 57676.941406
Iteration 468Q: 18 clusters Score -1.04306e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150311 members 
Mstep: Class 5 contains 226574 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47682 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16775 members 
Mstep: Class 11 contains 61844 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174337 members 
Mstep: Class 14 contains 177552 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306064.000000 Penalty: 57676.941406
Iteration 469Q: 18 clusters Score -1.043061e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150328 members 
Mstep: Class 5 contains 226575 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16775 members 
Mstep: Class 11 contains 61845 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174329 members 
Mstep: Class 14 contains 177540 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306048.000000 Penalty: 57676.941406
Iteration 470Q: 18 clusters Score -1.04306e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150350 members 
Mstep: Class 5 contains 226578 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16775 members 
Mstep: Class 11 contains 61847 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174315 members 
Mstep: Class 14 contains 177527 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306104.000000 Penalty: 57676.941406
Iteration 471Q: 18 clusters Score -1.043061e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150381 members 
Mstep: Class 5 contains 226570 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16775 members 
Mstep: Class 11 contains 61846 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174303 members 
Mstep: Class 14 contains 177517 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306072.000000 Penalty: 57676.941406
Iteration 472Q: 18 clusters Score -1.043061e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150403 members 
Mstep: Class 5 contains 226561 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16775 members 
Mstep: Class 11 contains 61844 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174303 members 
Mstep: Class 14 contains 177506 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306096.000000 Penalty: 57676.941406
Iteration 473Q: 18 clusters Score -1.043061e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150424 members 
Mstep: Class 5 contains 226559 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47684 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16775 members 
Mstep: Class 11 contains 61842 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174301 members 
Mstep: Class 14 contains 177490 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306176.000000 Penalty: 57676.941406
Iteration 474Q: 18 clusters Score -1.043062e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150436 members 
Mstep: Class 5 contains 226554 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16776 members 
Mstep: Class 11 contains 61838 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174302 members 
Mstep: Class 14 contains 177486 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306152.000000 Penalty: 57676.941406
Iteration 475Q: 18 clusters Score -1.043062e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150445 members 
Mstep: Class 5 contains 226548 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47684 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16777 members 
Mstep: Class 11 contains 61839 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174294 members 
Mstep: Class 14 contains 177488 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306184.000000 Penalty: 57676.941406
Iteration 476Q: 18 clusters Score -1.043062e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150458 members 
Mstep: Class 5 contains 226536 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47686 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16778 members 
Mstep: Class 11 contains 61840 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174293 members 
Mstep: Class 14 contains 177484 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306136.000000 Penalty: 57676.941406
Iteration 477Q: 18 clusters Score -1.043061e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150475 members 
Mstep: Class 5 contains 226535 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16777 members 
Mstep: Class 11 contains 61841 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174289 members 
Mstep: Class 14 contains 177475 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306208.000000 Penalty: 57676.941406
Iteration 478Q: 18 clusters Score -1.043062e+08 nChanged 62
Entering ConstructFrom: 
Score: -104306208.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -89151.515625 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -89151.52 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 450 members 
Entering Unmasked Estep 
Score: -87315.132812 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -87315.13 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -87602.976562 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -87602.98 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -87726.078125 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -87726.08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87809.414062 Penalty: 3361.147461
	Iteration 3F: 3 clusters Score -87809.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87860.304688 Penalty: 3361.147461
	Iteration 4Q: 3 clusters Score -87860.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87896.250000 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -87896.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87913.640625 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -87913.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87940.992188 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -87940.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87969.546875 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -87969.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -87998.445312 Penalty: 3361.147461
	Iteration 9Q: 3 clusters Score -87998.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -88030.773438 Penalty: 3361.147461
	Iteration 10Q: 3 clusters Score -88030.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -88057.132812 Penalty: 3361.147461
	Iteration 11Q: 3 clusters Score -88057.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -88076.671875 Penalty: 3361.147461
	Iteration 12Q: 3 clusters Score -88076.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88088.273438 Penalty: 3361.147461
	Iteration 13Q: 3 clusters Score -88088.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88098.882812 Penalty: 3361.147461
	Iteration 14Q: 3 clusters Score -88098.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88104.593750 Penalty: 3361.147461
	Iteration 15Q: 3 clusters Score -88104.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88107.656250 Penalty: 3361.147461
	Iteration 16Q: 3 clusters Score -88107.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -88114.773438 Penalty: 3361.147461
	Iteration 17Q: 3 clusters Score -88114.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -88132.367188 Penalty: 3361.147461
	Iteration 18Q: 3 clusters Score -88132.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88161.429688 Penalty: 3361.147461
	Iteration 19Q: 3 clusters Score -88161.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88171.921875 Penalty: 3361.147461
	Iteration 20F: 3 clusters Score -88171.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -88177.789062 Penalty: 3361.147461
	Iteration 21Q: 3 clusters Score -88177.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88183.734375 Penalty: 3361.147461
	Iteration 22Q: 3 clusters Score -88183.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88187.507812 Penalty: 3361.147461
	Iteration 23Q: 3 clusters Score -88187.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -88191.601562 Penalty: 3361.147461
	Iteration 24Q: 3 clusters Score -88191.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -88193.312500 Penalty: 3361.147461
	Iteration 25Q: 3 clusters Score -88193.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88196.445312 Penalty: 3361.147461
	Iteration 26Q: 3 clusters Score -88196.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88200.085938 Penalty: 3361.147461
	Iteration 27Q: 3 clusters Score -88200.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -88202.023438 Penalty: 3361.147461
	Iteration 28Q: 3 clusters Score -88202.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88205.476562 Penalty: 3361.147461
	Iteration 29Q: 3 clusters Score -88205.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88207.343750 Penalty: 3361.147461
	Iteration 30Q: 3 clusters Score -88207.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -88208.671875 Penalty: 3361.147461
	Iteration 31Q: 3 clusters Score -88208.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -88209.054688 Penalty: 3361.147461
	Iteration 32Q: 3 clusters Score -88209.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -88209.054688 Penalty: 3361.147461
	Iteration 33F: 3 clusters Score -88209.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -291072.562500 Penalty: 1956.585815
	Iteration 0F: 2 clusters Score -291072.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -287993.531250 Penalty: 3913.171631
	Iteration 0F: 3 clusters Score -287993.5 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -288604.062500 Penalty: 3913.171631
	Iteration 1F: 3 clusters Score -288604.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -288773.562500 Penalty: 3913.171631
	Iteration 2F: 3 clusters Score -288773.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -288849.531250 Penalty: 3913.171631
	Iteration 3Q: 3 clusters Score -288849.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -288883.718750 Penalty: 3913.171631
	Iteration 4Q: 3 clusters Score -288883.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -288910.375000 Penalty: 3913.171631
	Iteration 5Q: 3 clusters Score -288910.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -288929.656250 Penalty: 3913.171631
	Iteration 6Q: 3 clusters Score -288929.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -288949.218750 Penalty: 3913.171631
	Iteration 7Q: 3 clusters Score -288949.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -288958.375000 Penalty: 3913.171631
	Iteration 8Q: 3 clusters Score -288958.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -288968.000000 Penalty: 3913.171631
	Iteration 9Q: 3 clusters Score -288968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -288977.656250 Penalty: 3913.171631
	Iteration 10Q: 3 clusters Score -288977.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -288984.812500 Penalty: 3913.171631
	Iteration 11Q: 3 clusters Score -288984.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -288987.531250 Penalty: 3913.171631
	Iteration 12Q: 3 clusters Score -288987.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -288992.937500 Penalty: 3913.171631
	Iteration 13Q: 3 clusters Score -288992.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -288997.187500 Penalty: 3913.171631
	Iteration 14Q: 3 clusters Score -288997.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -288999.187500 Penalty: 3913.171631
	Iteration 15Q: 3 clusters Score -288999.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -289002.093750 Penalty: 3913.171631
	Iteration 16Q: 3 clusters Score -289002.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -289004.500000 Penalty: 3913.171631
	Iteration 17Q: 3 clusters Score -289004.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -289007.906250 Penalty: 3913.171631
	Iteration 18Q: 3 clusters Score -289007.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -289011.687500 Penalty: 3913.171631
	Iteration 19Q: 3 clusters Score -289011.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -289017.437500 Penalty: 3913.171631
	Iteration 20F: 3 clusters Score -289017.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -289020.218750 Penalty: 3913.171631
	Iteration 21Q: 3 clusters Score -289020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -289022.562500 Penalty: 3913.171631
	Iteration 22Q: 3 clusters Score -289022.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -289023.718750 Penalty: 3913.171631
	Iteration 23Q: 3 clusters Score -289023.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -289024.593750 Penalty: 3913.171631
	Iteration 24Q: 3 clusters Score -289024.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -289025.406250 Penalty: 3913.171631
	Iteration 25Q: 3 clusters Score -289025.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -289025.562500 Penalty: 3913.171631
	Iteration 26Q: 3 clusters Score -289025.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -289026.500000 Penalty: 3913.171631
	Iteration 27Q: 3 clusters Score -289026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -289026.906250 Penalty: 3913.171631
	Iteration 28Q: 3 clusters Score -289026.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -289027.312500 Penalty: 3913.171631
	Iteration 29Q: 3 clusters Score -289027.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -289027.312500 Penalty: 3913.171631
	Iteration 30F: 3 clusters Score -289027.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -33947.292969 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -33947.29 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 218 members 
Entering Unmasked Estep 
Score: -32675.533203 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -32675.53 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32929.054688 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -32929.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33049.500000 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -33049.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33122.808594 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -33122.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33194.097656 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -33194.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33275.781250 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -33275.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33334.867188 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -33334.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33374.441406 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -33374.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33410.210938 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -33410.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33437.523438 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -33437.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33463.667969 Penalty: 2992.410889
	Iteration 10Q: 3 clusters Score -33463.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33479.707031 Penalty: 2992.410889
	Iteration 11Q: 3 clusters Score -33479.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33493.203125 Penalty: 2992.410889
	Iteration 12Q: 3 clusters Score -33493.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33515.296875 Penalty: 2992.410889
	Iteration 13Q: 3 clusters Score -33515.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33552.871094 Penalty: 2992.410889
	Iteration 14Q: 3 clusters Score -33552.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33597.292969 Penalty: 2992.410889
	Iteration 15Q: 3 clusters Score -33597.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33599.535156 Penalty: 2992.410889
	Iteration 16Q: 3 clusters Score -33599.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33599.535156 Penalty: 2992.410889
	Iteration 17F: 3 clusters Score -33599.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (150492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150492 members 
Entering Unmasked Estep 
Score: -18329360.000000 Penalty: 2956.572998
	Iteration 0F: 2 clusters Score -1.832936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75012 members 
Mstep: Class 2 contains 75480 members 
Entering Unmasked Estep 
Score: -18228572.000000 Penalty: 5913.145996
	Iteration 0F: 3 clusters Score -1.822857e+07 nChanged 71693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71673 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -18270212.000000 Penalty: 5913.145996
	Iteration 1F: 3 clusters Score -1.827021e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69349 members 
Mstep: Class 2 contains 81143 members 
Entering Unmasked Estep 
Score: -18271092.000000 Penalty: 5913.145996
	Iteration 2Q: 3 clusters Score -1.827109e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 84767 members 
Entering Unmasked Estep 
Score: -18272488.000000 Penalty: 5913.145996
	Iteration 3Q: 3 clusters Score -1.827249e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 90300 members 
Entering Unmasked Estep 
Score: -18274924.000000 Penalty: 5913.145996
	Iteration 4Q: 3 clusters Score -1.827492e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 98423 members 
Entering Unmasked Estep 
Score: -18279390.000000 Penalty: 5913.145996
	Iteration 5F: 3 clusters Score -1.827939e+07 nChanged 11519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 109810 members 
Entering Unmasked Estep 
Score: -18287908.000000 Penalty: 5913.145996
	Iteration 6F: 3 clusters Score -1.828791e+07 nChanged 13719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 123481 members 
Entering Unmasked Estep 
Score: -18300396.000000 Penalty: 5913.145996
	Iteration 7F: 3 clusters Score -1.83004e+07 nChanged 12789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 136254 members 
Entering Unmasked Estep 
Score: -18313282.000000 Penalty: 5913.145996
	Iteration 8F: 3 clusters Score -1.831328e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 144777 members 
Entering Unmasked Estep 
Score: -18321672.000000 Penalty: 5913.145996
	Iteration 9F: 3 clusters Score -1.832167e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 148375 members 
Entering Unmasked Estep 
Score: -18325078.000000 Penalty: 5913.145996
	Iteration 10Q: 3 clusters Score -1.832508e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 149579 members 
Entering Unmasked Estep 
Score: -18326184.000000 Penalty: 5913.145996
	Iteration 11Q: 3 clusters Score -1.832618e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 149942 members 
Entering Unmasked Estep 
Score: -18326576.000000 Penalty: 5913.145996
	Iteration 12Q: 3 clusters Score -1.832658e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 150065 members 
Entering Unmasked Estep 
Score: -18326742.000000 Penalty: 5913.145996
	Iteration 13Q: 3 clusters Score -1.832674e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 150104 members 
Entering Unmasked Estep 
Score: -18326832.000000 Penalty: 5913.145996
	Iteration 14Q: 3 clusters Score -1.832683e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 150108 members 
Entering Unmasked Estep 
Score: -18326870.000000 Penalty: 5913.145996
	Iteration 15Q: 3 clusters Score -1.832687e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 150117 members 
Entering Unmasked Estep 
Score: -18326914.000000 Penalty: 5913.145996
	Iteration 16Q: 3 clusters Score -1.832691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 150117 members 
Entering Unmasked Estep 
Score: -18326914.000000 Penalty: 5913.145996
	Iteration 17Q: 3 clusters Score -1.832691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 150122 members 
Entering Unmasked Estep 
Score: -18326934.000000 Penalty: 5913.145996
	Iteration 18Q: 3 clusters Score -1.832693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 150124 members 
Entering Unmasked Estep 
Score: -18326946.000000 Penalty: 5913.145996
	Iteration 19Q: 3 clusters Score -1.832695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 150122 members 
Entering Unmasked Estep 
Score: -18326934.000000 Penalty: 5913.145996
	Iteration 20F: 3 clusters Score -1.832693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 150123 members 
Entering Unmasked Estep 
Score: -18326944.000000 Penalty: 5913.145996
	Iteration 21Q: 3 clusters Score -1.832694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 150123 members 
Entering Unmasked Estep 
Score: -18326942.000000 Penalty: 5913.145996
	Iteration 22Q: 3 clusters Score -1.832694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 150124 members 
Entering Unmasked Estep 
Score: -18326956.000000 Penalty: 5913.145996
	Iteration 23Q: 3 clusters Score -1.832696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 150124 members 
Entering Unmasked Estep 
Score: -18326956.000000 Penalty: 5913.145996
	Iteration 24F: 3 clusters Score -1.832696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (226522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226522 members 
Entering Unmasked Estep 
Score: -27414600.000000 Penalty: 3057.988037
	Iteration 0F: 2 clusters Score -2.74146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113606 members 
Mstep: Class 2 contains 112916 members 
Entering Unmasked Estep 
Score: -27266970.000000 Penalty: 6115.976074
	Iteration 0F: 3 clusters Score -2.726697e+07 nChanged 108785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120357 members 
Mstep: Class 2 contains 106165 members 
Entering Unmasked Estep 
Score: -27331460.000000 Penalty: 6115.976074
	Iteration 1F: 3 clusters Score -2.733146e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124873 members 
Mstep: Class 2 contains 101649 members 
Entering Unmasked Estep 
Score: -27333792.000000 Penalty: 6115.976074
	Iteration 2Q: 3 clusters Score -2.733379e+07 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131698 members 
Mstep: Class 2 contains 94824 members 
Entering Unmasked Estep 
Score: -27337402.000000 Penalty: 6115.976074
	Iteration 3Q: 3 clusters Score -2.73374e+07 nChanged 12064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141594 members 
Mstep: Class 2 contains 84928 members 
Entering Unmasked Estep 
Score: -27343974.000000 Penalty: 6115.976074
	Iteration 4F: 3 clusters Score -2.734397e+07 nChanged 15380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155076 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -27354264.000000 Penalty: 6115.976074
	Iteration 5F: 3 clusters Score -2.735426e+07 nChanged 17735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171263 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -27368444.000000 Penalty: 6115.976074
	Iteration 6F: 3 clusters Score -2.736844e+07 nChanged 16775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186944 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -27383294.000000 Penalty: 6115.976074
	Iteration 7F: 3 clusters Score -2.738329e+07 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199134 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -27394532.000000 Penalty: 6115.976074
	Iteration 8F: 3 clusters Score -2.739453e+07 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207255 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -27401542.000000 Penalty: 6115.976074
	Iteration 9Q: 3 clusters Score -2.740154e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212228 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -27405900.000000 Penalty: 6115.976074
	Iteration 10Q: 3 clusters Score -2.74059e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215337 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -27408190.000000 Penalty: 6115.976074
	Iteration 11Q: 3 clusters Score -2.740819e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217355 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -27409518.000000 Penalty: 6115.976074
	Iteration 12Q: 3 clusters Score -2.740952e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218810 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -27410302.000000 Penalty: 6115.976074
	Iteration 13Q: 3 clusters Score -2.74103e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219917 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -27410890.000000 Penalty: 6115.976074
	Iteration 14Q: 3 clusters Score -2.741089e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220767 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -27411312.000000 Penalty: 6115.976074
	Iteration 15Q: 3 clusters Score -2.741131e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221417 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -27411540.000000 Penalty: 6115.976074
	Iteration 16Q: 3 clusters Score -2.741154e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221947 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -27411712.000000 Penalty: 6115.976074
	Iteration 17Q: 3 clusters Score -2.741171e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222405 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -27411762.000000 Penalty: 6115.976074
	Iteration 18Q: 3 clusters Score -2.741176e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222814 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -27411826.000000 Penalty: 6115.976074
	Iteration 19Q: 3 clusters Score -2.741183e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223151 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -27411930.000000 Penalty: 6115.976074
	Iteration 20F: 3 clusters Score -2.741193e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223426 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -27411986.000000 Penalty: 6115.976074
	Iteration 21Q: 3 clusters Score -2.741199e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223666 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -27412020.000000 Penalty: 6115.976074
	Iteration 22Q: 3 clusters Score -2.741202e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223881 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -27412032.000000 Penalty: 6115.976074
	Iteration 23Q: 3 clusters Score -2.741203e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224061 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -27412066.000000 Penalty: 6115.976074
	Iteration 24Q: 3 clusters Score -2.741207e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224205 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -27412066.000000 Penalty: 6115.976074
	Iteration 25Q: 3 clusters Score -2.741207e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224332 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -27412112.000000 Penalty: 6115.976074
	Iteration 26Q: 3 clusters Score -2.741211e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224440 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -27412138.000000 Penalty: 6115.976074
	Iteration 27Q: 3 clusters Score -2.741214e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224524 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -27412200.000000 Penalty: 6115.976074
	Iteration 28Q: 3 clusters Score -2.74122e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224601 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -27412220.000000 Penalty: 6115.976074
	Iteration 29Q: 3 clusters Score -2.741222e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224675 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -27412244.000000 Penalty: 6115.976074
	Iteration 30Q: 3 clusters Score -2.741224e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224732 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -27412296.000000 Penalty: 6115.976074
	Iteration 31Q: 3 clusters Score -2.74123e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224775 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -27412296.000000 Penalty: 6115.976074
	Iteration 32Q: 3 clusters Score -2.74123e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224814 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -27412320.000000 Penalty: 6115.976074
	Iteration 33Q: 3 clusters Score -2.741232e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224856 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -27412306.000000 Penalty: 6115.976074
	Iteration 34Q: 3 clusters Score -2.741231e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224888 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -27412316.000000 Penalty: 6115.976074
	Iteration 35Q: 3 clusters Score -2.741232e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224923 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -27412318.000000 Penalty: 6115.976074
	Iteration 36Q: 3 clusters Score -2.741232e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224949 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -27412338.000000 Penalty: 6115.976074
	Iteration 37Q: 3 clusters Score -2.741234e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224979 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -27412368.000000 Penalty: 6115.976074
	Iteration 38Q: 3 clusters Score -2.741237e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225003 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -27412378.000000 Penalty: 6115.976074
	Iteration 39Q: 3 clusters Score -2.741238e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225027 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -27412368.000000 Penalty: 6115.976074
	Iteration 40F: 3 clusters Score -2.741237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225048 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -27412338.000000 Penalty: 6115.976074
	Iteration 41Q: 3 clusters Score -2.741234e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225071 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -27412310.000000 Penalty: 6115.976074
	Iteration 42Q: 3 clusters Score -2.741231e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225085 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -27412302.000000 Penalty: 6115.976074
	Iteration 43Q: 3 clusters Score -2.74123e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225100 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -27412328.000000 Penalty: 6115.976074
	Iteration 44Q: 3 clusters Score -2.741233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225110 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -27412328.000000 Penalty: 6115.976074
	Iteration 45Q: 3 clusters Score -2.741233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225121 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -27412342.000000 Penalty: 6115.976074
	Iteration 46Q: 3 clusters Score -2.741234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225129 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -27412324.000000 Penalty: 6115.976074
	Iteration 47Q: 3 clusters Score -2.741232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225137 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -27412328.000000 Penalty: 6115.976074
	Iteration 48Q: 3 clusters Score -2.741233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225146 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -27412310.000000 Penalty: 6115.976074
	Iteration 49Q: 3 clusters Score -2.741231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225155 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -27412318.000000 Penalty: 6115.976074
	Iteration 50Q: 3 clusters Score -2.741232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225161 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -27412322.000000 Penalty: 6115.976074
	Iteration 51Q: 3 clusters Score -2.741232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225170 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -27412332.000000 Penalty: 6115.976074
	Iteration 52Q: 3 clusters Score -2.741233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225177 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -27412304.000000 Penalty: 6115.976074
	Iteration 53Q: 3 clusters Score -2.74123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225183 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -27412302.000000 Penalty: 6115.976074
	Iteration 54Q: 3 clusters Score -2.74123e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225192 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -27412306.000000 Penalty: 6115.976074
	Iteration 55Q: 3 clusters Score -2.741231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225199 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -27412316.000000 Penalty: 6115.976074
	Iteration 56Q: 3 clusters Score -2.741232e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225206 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -27412318.000000 Penalty: 6115.976074
	Iteration 57Q: 3 clusters Score -2.741232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225212 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -27412330.000000 Penalty: 6115.976074
	Iteration 58Q: 3 clusters Score -2.741233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225220 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -27412324.000000 Penalty: 6115.976074
	Iteration 59Q: 3 clusters Score -2.741232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225224 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -27412328.000000 Penalty: 6115.976074
	Iteration 60F: 3 clusters Score -2.741233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225232 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -27412336.000000 Penalty: 6115.976074
	Iteration 61Q: 3 clusters Score -2.741234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225239 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -27412330.000000 Penalty: 6115.976074
	Iteration 62Q: 3 clusters Score -2.741233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225243 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -27412336.000000 Penalty: 6115.976074
	Iteration 63Q: 3 clusters Score -2.741234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225246 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -27412350.000000 Penalty: 6115.976074
	Iteration 64Q: 3 clusters Score -2.741235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225246 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -27412350.000000 Penalty: 6115.976074
	Iteration 65F: 3 clusters Score -2.741235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Entering Unmasked Estep 
Score: -509808.281250 Penalty: 2085.085205
	Iteration 0F: 2 clusters Score -509808.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -505565.250000 Penalty: 4170.170410
	Iteration 0F: 3 clusters Score -505565.2 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -506579.312500 Penalty: 4170.170410
	Iteration 1F: 3 clusters Score -506579.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -506808.125000 Penalty: 4170.170410
	Iteration 2F: 3 clusters Score -506808.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -506929.062500 Penalty: 4170.170410
	Iteration 3F: 3 clusters Score -506929.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -507009.031250 Penalty: 4170.170410
	Iteration 4Q: 3 clusters Score -507009 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -507062.437500 Penalty: 4170.170410
	Iteration 5Q: 3 clusters Score -507062.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -507106.093750 Penalty: 4170.170410
	Iteration 6Q: 3 clusters Score -507106.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -507145.843750 Penalty: 4170.170410
	Iteration 7Q: 3 clusters Score -507145.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -507180.812500 Penalty: 4170.170410
	Iteration 8Q: 3 clusters Score -507180.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -507218.156250 Penalty: 4170.170410
	Iteration 9Q: 3 clusters Score -507218.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -507241.843750 Penalty: 4170.170410
	Iteration 10Q: 3 clusters Score -507241.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -507261.750000 Penalty: 4170.170410
	Iteration 11Q: 3 clusters Score -507261.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -507281.781250 Penalty: 4170.170410
	Iteration 12Q: 3 clusters Score -507281.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -507299.437500 Penalty: 4170.170410
	Iteration 13Q: 3 clusters Score -507299.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -507313.906250 Penalty: 4170.170410
	Iteration 14Q: 3 clusters Score -507313.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -507326.625000 Penalty: 4170.170410
	Iteration 15Q: 3 clusters Score -507326.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -507336.125000 Penalty: 4170.170410
	Iteration 16Q: 3 clusters Score -507336.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -507344.625000 Penalty: 4170.170410
	Iteration 17Q: 3 clusters Score -507344.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -507350.812500 Penalty: 4170.170410
	Iteration 18Q: 3 clusters Score -507350.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -507354.687500 Penalty: 4170.170410
	Iteration 19Q: 3 clusters Score -507354.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -507359.531250 Penalty: 4170.170410
	Iteration 20F: 3 clusters Score -507359.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -507362.531250 Penalty: 4170.170410
	Iteration 21Q: 3 clusters Score -507362.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -507365.468750 Penalty: 4170.170410
	Iteration 22Q: 3 clusters Score -507365.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -507366.906250 Penalty: 4170.170410
	Iteration 23Q: 3 clusters Score -507366.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -507367.250000 Penalty: 4170.170410
	Iteration 24Q: 3 clusters Score -507367.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -507368.625000 Penalty: 4170.170410
	Iteration 25Q: 3 clusters Score -507368.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -507370.312500 Penalty: 4170.170410
	Iteration 26Q: 3 clusters Score -507370.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -507373.531250 Penalty: 4170.170410
	Iteration 27Q: 3 clusters Score -507373.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -507375.875000 Penalty: 4170.170410
	Iteration 28Q: 3 clusters Score -507375.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -507381.062500 Penalty: 4170.170410
	Iteration 29Q: 3 clusters Score -507381.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -507388.593750 Penalty: 4170.170410
	Iteration 30Q: 3 clusters Score -507388.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -507395.625000 Penalty: 4170.170410
	Iteration 31Q: 3 clusters Score -507395.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -507402.593750 Penalty: 4170.170410
	Iteration 32Q: 3 clusters Score -507402.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -507409.687500 Penalty: 4170.170410
	Iteration 33Q: 3 clusters Score -507409.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -507417.218750 Penalty: 4170.170410
	Iteration 34Q: 3 clusters Score -507417.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -507424.250000 Penalty: 4170.170410
	Iteration 35Q: 3 clusters Score -507424.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -507431.437500 Penalty: 4170.170410
	Iteration 36Q: 3 clusters Score -507431.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -507439.343750 Penalty: 4170.170410
	Iteration 37Q: 3 clusters Score -507439.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -507445.218750 Penalty: 4170.170410
	Iteration 38Q: 3 clusters Score -507445.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -507448.250000 Penalty: 4170.170410
	Iteration 39Q: 3 clusters Score -507448.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -507450.062500 Penalty: 4170.170410
	Iteration 40F: 3 clusters Score -507450.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -507451.500000 Penalty: 4170.170410
	Iteration 41Q: 3 clusters Score -507451.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -507451.656250 Penalty: 4170.170410
	Iteration 42Q: 3 clusters Score -507451.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -507452.843750 Penalty: 4170.170410
	Iteration 43Q: 3 clusters Score -507452.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -507453.875000 Penalty: 4170.170410
	Iteration 44Q: 3 clusters Score -507453.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -507454.687500 Penalty: 4170.170410
	Iteration 45Q: 3 clusters Score -507454.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -507454.687500 Penalty: 4170.170410
	Iteration 46F: 3 clusters Score -507454.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -203748.156250 Penalty: 1868.356079
	Iteration 0F: 2 clusters Score -203748.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -201209.531250 Penalty: 3736.712158
	Iteration 0F: 3 clusters Score -201209.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -201702.062500 Penalty: 3736.712158
	Iteration 1F: 3 clusters Score -201702.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -201858.265625 Penalty: 3736.712158
	Iteration 2F: 3 clusters Score -201858.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -201946.796875 Penalty: 3736.712158
	Iteration 3Q: 3 clusters Score -201946.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -202015.250000 Penalty: 3736.712158
	Iteration 4Q: 3 clusters Score -202015.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -202071.812500 Penalty: 3736.712158
	Iteration 5Q: 3 clusters Score -202071.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -202122.609375 Penalty: 3736.712158
	Iteration 6Q: 3 clusters Score -202122.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -202166.187500 Penalty: 3736.712158
	Iteration 7Q: 3 clusters Score -202166.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -202199.968750 Penalty: 3736.712158
	Iteration 8Q: 3 clusters Score -202200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -202233.093750 Penalty: 3736.712158
	Iteration 9Q: 3 clusters Score -202233.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -202255.531250 Penalty: 3736.712158
	Iteration 10Q: 3 clusters Score -202255.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -202274.312500 Penalty: 3736.712158
	Iteration 11Q: 3 clusters Score -202274.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -202290.531250 Penalty: 3736.712158
	Iteration 12Q: 3 clusters Score -202290.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -202301.125000 Penalty: 3736.712158
	Iteration 13Q: 3 clusters Score -202301.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -202310.312500 Penalty: 3736.712158
	Iteration 14Q: 3 clusters Score -202310.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -202316.187500 Penalty: 3736.712158
	Iteration 15Q: 3 clusters Score -202316.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -202320.265625 Penalty: 3736.712158
	Iteration 16Q: 3 clusters Score -202320.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -202321.265625 Penalty: 3736.712158
	Iteration 17Q: 3 clusters Score -202321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -202321.500000 Penalty: 3736.712158
	Iteration 18Q: 3 clusters Score -202321.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -202321.500000 Penalty: 3736.712158
	Iteration 19F: 3 clusters Score -202321.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Entering Unmasked Estep 
Score: -5617640.000000 Penalty: 2671.537842
	Iteration 0F: 2 clusters Score -5617640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -5585244.000000 Penalty: 5343.075684
	Iteration 0F: 3 clusters Score -5585244 nChanged 22060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -5597634.000000 Penalty: 5343.075684
	Iteration 1F: 3 clusters Score -5597634 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -5598349.000000 Penalty: 5343.075684
	Iteration 2Q: 3 clusters Score -5598349 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -5599276.500000 Penalty: 5343.075684
	Iteration 3Q: 3 clusters Score -5599276 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -5600727.500000 Penalty: 5343.075684
	Iteration 4F: 3 clusters Score -5600728 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -5603126.500000 Penalty: 5343.075684
	Iteration 5F: 3 clusters Score -5603126 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -5606540.500000 Penalty: 5343.075684
	Iteration 6F: 3 clusters Score -5606540 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -5610462.000000 Penalty: 5343.075684
	Iteration 7F: 3 clusters Score -5610462 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5613258.000000 Penalty: 5343.075684
	Iteration 8F: 3 clusters Score -5613258 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5614591.000000 Penalty: 5343.075684
	Iteration 9Q: 3 clusters Score -5614591 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5614961.500000 Penalty: 5343.075684
	Iteration 10Q: 3 clusters Score -5614962 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5615113.500000 Penalty: 5343.075684
	Iteration 11Q: 3 clusters Score -5615114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5615177.000000 Penalty: 5343.075684
	Iteration 12Q: 3 clusters Score -5615177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5615205.500000 Penalty: 5343.075684
	Iteration 13Q: 3 clusters Score -5615206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5615227.000000 Penalty: 5343.075684
	Iteration 14Q: 3 clusters Score -5615227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5615249.500000 Penalty: 5343.075684
	Iteration 15Q: 3 clusters Score -5615250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5615275.500000 Penalty: 5343.075684
	Iteration 16Q: 3 clusters Score -5615276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5615301.500000 Penalty: 5343.075684
	Iteration 17Q: 3 clusters Score -5615302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5615310.000000 Penalty: 5343.075684
	Iteration 18Q: 3 clusters Score -5615310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5615309.000000 Penalty: 5343.075684
	Iteration 19Q: 3 clusters Score -5615309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5615311.500000 Penalty: 5343.075684
	Iteration 20F: 3 clusters Score -5615312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5615320.000000 Penalty: 5343.075684
	Iteration 21Q: 3 clusters Score -5615320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5615321.000000 Penalty: 5343.075684
	Iteration 22Q: 3 clusters Score -5615321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5615321.000000 Penalty: 5343.075684
	Iteration 23F: 3 clusters Score -5615321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -55998.746094 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -55998.75 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 279 members 
Entering Unmasked Estep 
Score: -54489.597656 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -54489.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54845.531250 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -54845.53 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54955.398438 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -54955.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -55018.109375 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -55018.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -55081.164062 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -55081.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -55155.503906 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -55155.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -55188.277344 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -55188.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -55219.710938 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -55219.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -55233.558594 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -55233.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -55256.738281 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -55256.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -55256.738281 Penalty: 3135.101074
	Iteration 10F: 3 clusters Score -55256.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Entering Unmasked Estep 
Score: -2075937.500000 Penalty: 2412.500488
	Iteration 0F: 2 clusters Score -2075938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2063869.750000 Penalty: 4825.000977
	Iteration 0F: 3 clusters Score -2063870 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2067889.875000 Penalty: 4825.000977
	Iteration 1F: 3 clusters Score -2067890 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2068436.125000 Penalty: 4825.000977
	Iteration 2F: 3 clusters Score -2068436 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2069009.250000 Penalty: 4825.000977
	Iteration 3F: 3 clusters Score -2069009 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2069621.875000 Penalty: 4825.000977
	Iteration 4F: 3 clusters Score -2069622 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2070323.750000 Penalty: 4825.000977
	Iteration 5F: 3 clusters Score -2070324 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2071111.750000 Penalty: 4825.000977
	Iteration 6F: 3 clusters Score -2071112 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2071986.250000 Penalty: 4825.000977
	Iteration 7F: 3 clusters Score -2071986 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2072721.125000 Penalty: 4825.000977
	Iteration 8F: 3 clusters Score -2072721 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2073122.375000 Penalty: 4825.000977
	Iteration 9Q: 3 clusters Score -2073122 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2073269.875000 Penalty: 4825.000977
	Iteration 10Q: 3 clusters Score -2073270 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2073348.000000 Penalty: 4825.000977
	Iteration 11Q: 3 clusters Score -2073348 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2073380.125000 Penalty: 4825.000977
	Iteration 12Q: 3 clusters Score -2073380 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2073412.750000 Penalty: 4825.000977
	Iteration 13Q: 3 clusters Score -2073413 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2073445.250000 Penalty: 4825.000977
	Iteration 14Q: 3 clusters Score -2073445 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2073475.500000 Penalty: 4825.000977
	Iteration 15Q: 3 clusters Score -2073476 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2073504.500000 Penalty: 4825.000977
	Iteration 16Q: 3 clusters Score -2073504 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2073529.750000 Penalty: 4825.000977
	Iteration 17Q: 3 clusters Score -2073530 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2073545.125000 Penalty: 4825.000977
	Iteration 18Q: 3 clusters Score -2073545 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2073555.000000 Penalty: 4825.000977
	Iteration 19Q: 3 clusters Score -2073555 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2073568.125000 Penalty: 4825.000977
	Iteration 20F: 3 clusters Score -2073568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2073586.000000 Penalty: 4825.000977
	Iteration 21Q: 3 clusters Score -2073586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2073591.250000 Penalty: 4825.000977
	Iteration 22Q: 3 clusters Score -2073591 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2073601.625000 Penalty: 4825.000977
	Iteration 23Q: 3 clusters Score -2073602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2073612.000000 Penalty: 4825.000977
	Iteration 24Q: 3 clusters Score -2073612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2073622.875000 Penalty: 4825.000977
	Iteration 25Q: 3 clusters Score -2073623 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2073635.250000 Penalty: 4825.000977
	Iteration 26Q: 3 clusters Score -2073635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2073641.875000 Penalty: 4825.000977
	Iteration 27Q: 3 clusters Score -2073642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2073641.125000 Penalty: 4825.000977
	Iteration 28Q: 3 clusters Score -2073641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2073649.250000 Penalty: 4825.000977
	Iteration 29Q: 3 clusters Score -2073649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2073658.250000 Penalty: 4825.000977
	Iteration 30Q: 3 clusters Score -2073658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2073668.125000 Penalty: 4825.000977
	Iteration 31Q: 3 clusters Score -2073668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2073666.125000 Penalty: 4825.000977
	Iteration 32Q: 3 clusters Score -2073666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2073673.125000 Penalty: 4825.000977
	Iteration 33Q: 3 clusters Score -2073673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2073671.500000 Penalty: 4825.000977
	Iteration 34Q: 3 clusters Score -2073672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2073672.625000 Penalty: 4825.000977
	Iteration 35Q: 3 clusters Score -2073673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2073680.125000 Penalty: 4825.000977
	Iteration 36Q: 3 clusters Score -2073680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2073683.500000 Penalty: 4825.000977
	Iteration 37Q: 3 clusters Score -2073684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2073687.625000 Penalty: 4825.000977
	Iteration 38Q: 3 clusters Score -2073688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2073691.125000 Penalty: 4825.000977
	Iteration 39Q: 3 clusters Score -2073691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2073695.375000 Penalty: 4825.000977
	Iteration 40F: 3 clusters Score -2073695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2073697.500000 Penalty: 4825.000977
	Iteration 41Q: 3 clusters Score -2073698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2073703.000000 Penalty: 4825.000977
	Iteration 42Q: 3 clusters Score -2073703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2073704.500000 Penalty: 4825.000977
	Iteration 43Q: 3 clusters Score -2073704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2073711.000000 Penalty: 4825.000977
	Iteration 44Q: 3 clusters Score -2073711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2073716.500000 Penalty: 4825.000977
	Iteration 45Q: 3 clusters Score -2073716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2073716.250000 Penalty: 4825.000977
	Iteration 46Q: 3 clusters Score -2073716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2073717.250000 Penalty: 4825.000977
	Iteration 47Q: 3 clusters Score -2073717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2073722.125000 Penalty: 4825.000977
	Iteration 48Q: 3 clusters Score -2073722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2073726.250000 Penalty: 4825.000977
	Iteration 49Q: 3 clusters Score -2073726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2073731.375000 Penalty: 4825.000977
	Iteration 50Q: 3 clusters Score -2073731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2073734.250000 Penalty: 4825.000977
	Iteration 51Q: 3 clusters Score -2073734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2073736.000000 Penalty: 4825.000977
	Iteration 52Q: 3 clusters Score -2073736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2073739.500000 Penalty: 4825.000977
	Iteration 53Q: 3 clusters Score -2073740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2073746.125000 Penalty: 4825.000977
	Iteration 54Q: 3 clusters Score -2073746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2073744.625000 Penalty: 4825.000977
	Iteration 55Q: 3 clusters Score -2073745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2073751.000000 Penalty: 4825.000977
	Iteration 56Q: 3 clusters Score -2073751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2073752.000000 Penalty: 4825.000977
	Iteration 57Q: 3 clusters Score -2073752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2073759.500000 Penalty: 4825.000977
	Iteration 58Q: 3 clusters Score -2073760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2073758.875000 Penalty: 4825.000977
	Iteration 59Q: 3 clusters Score -2073759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2073758.875000 Penalty: 4825.000977
	Iteration 60F: 3 clusters Score -2073759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2073760.500000 Penalty: 4825.000977
	Iteration 61Q: 3 clusters Score -2073760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2073764.500000 Penalty: 4825.000977
	Iteration 62Q: 3 clusters Score -2073764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2073767.625000 Penalty: 4825.000977
	Iteration 63Q: 3 clusters Score -2073768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2073775.125000 Penalty: 4825.000977
	Iteration 64Q: 3 clusters Score -2073775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2073776.875000 Penalty: 4825.000977
	Iteration 65Q: 3 clusters Score -2073777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2073779.750000 Penalty: 4825.000977
	Iteration 66Q: 3 clusters Score -2073780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2073788.375000 Penalty: 4825.000977
	Iteration 67Q: 3 clusters Score -2073788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2073787.375000 Penalty: 4825.000977
	Iteration 68Q: 3 clusters Score -2073787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2073788.625000 Penalty: 4825.000977
	Iteration 69Q: 3 clusters Score -2073789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2073800.125000 Penalty: 4825.000977
	Iteration 70Q: 3 clusters Score -2073800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2073803.750000 Penalty: 4825.000977
	Iteration 71Q: 3 clusters Score -2073804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2073804.000000 Penalty: 4825.000977
	Iteration 72Q: 3 clusters Score -2073804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2073808.500000 Penalty: 4825.000977
	Iteration 73Q: 3 clusters Score -2073808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2073813.375000 Penalty: 4825.000977
	Iteration 74Q: 3 clusters Score -2073813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2073817.500000 Penalty: 4825.000977
	Iteration 75Q: 3 clusters Score -2073818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2073821.750000 Penalty: 4825.000977
	Iteration 76Q: 3 clusters Score -2073822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2073821.625000 Penalty: 4825.000977
	Iteration 77Q: 3 clusters Score -2073822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2073825.875000 Penalty: 4825.000977
	Iteration 78Q: 3 clusters Score -2073826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2073831.500000 Penalty: 4825.000977
	Iteration 79Q: 3 clusters Score -2073832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2073835.500000 Penalty: 4825.000977
	Iteration 80F: 3 clusters Score -2073836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2073842.750000 Penalty: 4825.000977
	Iteration 81Q: 3 clusters Score -2073843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2073853.375000 Penalty: 4825.000977
	Iteration 82Q: 3 clusters Score -2073853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2073855.375000 Penalty: 4825.000977
	Iteration 83Q: 3 clusters Score -2073855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2073860.875000 Penalty: 4825.000977
	Iteration 84Q: 3 clusters Score -2073861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2073864.750000 Penalty: 4825.000977
	Iteration 85Q: 3 clusters Score -2073865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2073866.625000 Penalty: 4825.000977
	Iteration 86Q: 3 clusters Score -2073867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2073870.875000 Penalty: 4825.000977
	Iteration 87Q: 3 clusters Score -2073871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2073874.000000 Penalty: 4825.000977
	Iteration 88Q: 3 clusters Score -2073874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2073870.125000 Penalty: 4825.000977
	Iteration 89Q: 3 clusters Score -2073870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2073869.500000 Penalty: 4825.000977
	Iteration 90Q: 3 clusters Score -2073870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2073873.750000 Penalty: 4825.000977
	Iteration 91Q: 3 clusters Score -2073874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2073877.000000 Penalty: 4825.000977
	Iteration 92Q: 3 clusters Score -2073877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2073880.750000 Penalty: 4825.000977
	Iteration 93Q: 3 clusters Score -2073881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2073883.750000 Penalty: 4825.000977
	Iteration 94Q: 3 clusters Score -2073884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2073885.500000 Penalty: 4825.000977
	Iteration 95Q: 3 clusters Score -2073886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2073890.875000 Penalty: 4825.000977
	Iteration 96Q: 3 clusters Score -2073891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2073890.750000 Penalty: 4825.000977
	Iteration 97Q: 3 clusters Score -2073891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2073892.625000 Penalty: 4825.000977
	Iteration 98Q: 3 clusters Score -2073893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2073893.250000 Penalty: 4825.000977
	Iteration 99Q: 3 clusters Score -2073893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2073895.375000 Penalty: 4825.000977
	Iteration 100F: 3 clusters Score -2073895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2073895.625000 Penalty: 4825.000977
	Iteration 101Q: 3 clusters Score -2073896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2073900.375000 Penalty: 4825.000977
	Iteration 102Q: 3 clusters Score -2073900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2073900.875000 Penalty: 4825.000977
	Iteration 103Q: 3 clusters Score -2073901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2073903.375000 Penalty: 4825.000977
	Iteration 104Q: 3 clusters Score -2073903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2073904.000000 Penalty: 4825.000977
	Iteration 105Q: 3 clusters Score -2073904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2073905.000000 Penalty: 4825.000977
	Iteration 106Q: 3 clusters Score -2073905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2073902.125000 Penalty: 4825.000977
	Iteration 107Q: 3 clusters Score -2073902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2073905.625000 Penalty: 4825.000977
	Iteration 108Q: 3 clusters Score -2073906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2073905.125000 Penalty: 4825.000977
	Iteration 109Q: 3 clusters Score -2073905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2073908.250000 Penalty: 4825.000977
	Iteration 110Q: 3 clusters Score -2073908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2073909.125000 Penalty: 4825.000977
	Iteration 111Q: 3 clusters Score -2073909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2073908.125000 Penalty: 4825.000977
	Iteration 112Q: 3 clusters Score -2073908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2073910.125000 Penalty: 4825.000977
	Iteration 113Q: 3 clusters Score -2073910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2073906.625000 Penalty: 4825.000977
	Iteration 114Q: 3 clusters Score -2073907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2073909.125000 Penalty: 4825.000977
	Iteration 115Q: 3 clusters Score -2073909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2073910.500000 Penalty: 4825.000977
	Iteration 116Q: 3 clusters Score -2073910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2073909.500000 Penalty: 4825.000977
	Iteration 117Q: 3 clusters Score -2073910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2073909.375000 Penalty: 4825.000977
	Iteration 118Q: 3 clusters Score -2073909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2073910.375000 Penalty: 4825.000977
	Iteration 119Q: 3 clusters Score -2073910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2073914.375000 Penalty: 4825.000977
	Iteration 120F: 3 clusters Score -2073914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2073917.750000 Penalty: 4825.000977
	Iteration 121Q: 3 clusters Score -2073918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2073918.875000 Penalty: 4825.000977
	Iteration 122Q: 3 clusters Score -2073919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2073919.125000 Penalty: 4825.000977
	Iteration 123Q: 3 clusters Score -2073919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2073921.250000 Penalty: 4825.000977
	Iteration 124Q: 3 clusters Score -2073921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2073923.000000 Penalty: 4825.000977
	Iteration 125Q: 3 clusters Score -2073923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2073922.625000 Penalty: 4825.000977
	Iteration 126Q: 3 clusters Score -2073923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2073928.250000 Penalty: 4825.000977
	Iteration 127Q: 3 clusters Score -2073928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2073926.625000 Penalty: 4825.000977
	Iteration 128Q: 3 clusters Score -2073927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2073927.500000 Penalty: 4825.000977
	Iteration 129Q: 3 clusters Score -2073928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2073929.500000 Penalty: 4825.000977
	Iteration 130Q: 3 clusters Score -2073930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2073930.625000 Penalty: 4825.000977
	Iteration 131Q: 3 clusters Score -2073931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2073929.750000 Penalty: 4825.000977
	Iteration 132Q: 3 clusters Score -2073930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2073932.625000 Penalty: 4825.000977
	Iteration 133Q: 3 clusters Score -2073933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2073930.375000 Penalty: 4825.000977
	Iteration 134Q: 3 clusters Score -2073930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2073930.500000 Penalty: 4825.000977
	Iteration 135Q: 3 clusters Score -2073930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2073935.125000 Penalty: 4825.000977
	Iteration 136Q: 3 clusters Score -2073935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2073930.625000 Penalty: 4825.000977
	Iteration 137Q: 3 clusters Score -2073931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2073935.375000 Penalty: 4825.000977
	Iteration 138Q: 3 clusters Score -2073935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2073932.500000 Penalty: 4825.000977
	Iteration 139Q: 3 clusters Score -2073932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2073935.375000 Penalty: 4825.000977
	Iteration 140F: 3 clusters Score -2073935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2073939.375000 Penalty: 4825.000977
	Iteration 141Q: 3 clusters Score -2073939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2073939.875000 Penalty: 4825.000977
	Iteration 142Q: 3 clusters Score -2073940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2073941.875000 Penalty: 4825.000977
	Iteration 143Q: 3 clusters Score -2073942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2073944.125000 Penalty: 4825.000977
	Iteration 144Q: 3 clusters Score -2073944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2073943.500000 Penalty: 4825.000977
	Iteration 145Q: 3 clusters Score -2073944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2073945.375000 Penalty: 4825.000977
	Iteration 146Q: 3 clusters Score -2073945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2073948.000000 Penalty: 4825.000977
	Iteration 147Q: 3 clusters Score -2073948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2073944.500000 Penalty: 4825.000977
	Iteration 148Q: 3 clusters Score -2073944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2073947.250000 Penalty: 4825.000977
	Iteration 149Q: 3 clusters Score -2073947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2073943.000000 Penalty: 4825.000977
	Iteration 150Q: 3 clusters Score -2073943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2073943.625000 Penalty: 4825.000977
	Iteration 151Q: 3 clusters Score -2073944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2073945.375000 Penalty: 4825.000977
	Iteration 152Q: 3 clusters Score -2073945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2073945.375000 Penalty: 4825.000977
	Iteration 153F: 3 clusters Score -2073945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (61847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61847 members 
Entering Unmasked Estep 
Score: -7590319.500000 Penalty: 2736.040039
	Iteration 0F: 2 clusters Score -7590320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -7548760.000000 Penalty: 5472.080078
	Iteration 0F: 3 clusters Score -7548760 nChanged 28795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -7564674.500000 Penalty: 5472.080078
	Iteration 1F: 3 clusters Score -7564674 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -7565150.000000 Penalty: 5472.080078
	Iteration 2Q: 3 clusters Score -7565150 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -7565640.500000 Penalty: 5472.080078
	Iteration 3Q: 3 clusters Score -7565640 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -7566158.500000 Penalty: 5472.080078
	Iteration 4Q: 3 clusters Score -7566158 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -7566929.500000 Penalty: 5472.080078
	Iteration 5Q: 3 clusters Score -7566930 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -7567889.500000 Penalty: 5472.080078
	Iteration 6Q: 3 clusters Score -7567890 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -7569315.000000 Penalty: 5472.080078
	Iteration 7Q: 3 clusters Score -7569315 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -7571196.500000 Penalty: 5472.080078
	Iteration 8Q: 3 clusters Score -7571196 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -7573645.500000 Penalty: 5472.080078
	Iteration 9F: 3 clusters Score -7573646 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -7576352.000000 Penalty: 5472.080078
	Iteration 10F: 3 clusters Score -7576352 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -7578967.500000 Penalty: 5472.080078
	Iteration 11F: 3 clusters Score -7578968 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -7580898.000000 Penalty: 5472.080078
	Iteration 12Q: 3 clusters Score -7580898 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -7582263.000000 Penalty: 5472.080078
	Iteration 13Q: 3 clusters Score -7582263 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -7583209.000000 Penalty: 5472.080078
	Iteration 14Q: 3 clusters Score -7583209 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -7583872.500000 Penalty: 5472.080078
	Iteration 15Q: 3 clusters Score -7583872 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -7584355.500000 Penalty: 5472.080078
	Iteration 16Q: 3 clusters Score -7584356 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -7584818.500000 Penalty: 5472.080078
	Iteration 17Q: 3 clusters Score -7584818 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -7585229.000000 Penalty: 5472.080078
	Iteration 18Q: 3 clusters Score -7585229 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -7585595.500000 Penalty: 5472.080078
	Iteration 19Q: 3 clusters Score -7585596 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -7585954.500000 Penalty: 5472.080078
	Iteration 20F: 3 clusters Score -7585954 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -7586244.500000 Penalty: 5472.080078
	Iteration 21Q: 3 clusters Score -7586244 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -7586488.000000 Penalty: 5472.080078
	Iteration 22Q: 3 clusters Score -7586488 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -7586726.000000 Penalty: 5472.080078
	Iteration 23Q: 3 clusters Score -7586726 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
Score: -7586928.000000 Penalty: 5472.080078
	Iteration 24Q: 3 clusters Score -7586928 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -7587134.000000 Penalty: 5472.080078
	Iteration 25Q: 3 clusters Score -7587134 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -7587299.000000 Penalty: 5472.080078
	Iteration 26Q: 3 clusters Score -7587299 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -7587448.500000 Penalty: 5472.080078
	Iteration 27Q: 3 clusters Score -7587448 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -7587594.500000 Penalty: 5472.080078
	Iteration 28Q: 3 clusters Score -7587594 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -7587698.000000 Penalty: 5472.080078
	Iteration 29Q: 3 clusters Score -7587698 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 60462 members 
Entering Unmasked Estep 
Score: -7587767.000000 Penalty: 5472.080078
	Iteration 30Q: 3 clusters Score -7587767 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 60569 members 
Entering Unmasked Estep 
Score: -7587834.500000 Penalty: 5472.080078
	Iteration 31Q: 3 clusters Score -7587834 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 60652 members 
Entering Unmasked Estep 
Score: -7587874.000000 Penalty: 5472.080078
	Iteration 32Q: 3 clusters Score -7587874 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -7587897.000000 Penalty: 5472.080078
	Iteration 33Q: 3 clusters Score -7587897 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -7587905.500000 Penalty: 5472.080078
	Iteration 34Q: 3 clusters Score -7587906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
Score: -7587930.000000 Penalty: 5472.080078
	Iteration 35Q: 3 clusters Score -7587930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -7587938.000000 Penalty: 5472.080078
	Iteration 36Q: 3 clusters Score -7587938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -7587938.500000 Penalty: 5472.080078
	Iteration 37Q: 3 clusters Score -7587938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -7587951.500000 Penalty: 5472.080078
	Iteration 38Q: 3 clusters Score -7587952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 60833 members 
Entering Unmasked Estep 
Score: -7587962.000000 Penalty: 5472.080078
	Iteration 39Q: 3 clusters Score -7587962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -7587965.000000 Penalty: 5472.080078
	Iteration 40F: 3 clusters Score -7587965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 60848 members 
Entering Unmasked Estep 
Score: -7587962.000000 Penalty: 5472.080078
	Iteration 41Q: 3 clusters Score -7587962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 60849 members 
Entering Unmasked Estep 
Score: -7587965.000000 Penalty: 5472.080078
	Iteration 42Q: 3 clusters Score -7587965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -7587965.500000 Penalty: 5472.080078
	Iteration 43Q: 3 clusters Score -7587966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -7587963.000000 Penalty: 5472.080078
	Iteration 44Q: 3 clusters Score -7587963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -7587966.500000 Penalty: 5472.080078
	Iteration 45Q: 3 clusters Score -7587966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -7587964.500000 Penalty: 5472.080078
	Iteration 46Q: 3 clusters Score -7587964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
Score: -7587965.000000 Penalty: 5472.080078
	Iteration 47Q: 3 clusters Score -7587965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -7587968.500000 Penalty: 5472.080078
	Iteration 48Q: 3 clusters Score -7587968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -7587971.000000 Penalty: 5472.080078
	Iteration 49Q: 3 clusters Score -7587971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -7587981.500000 Penalty: 5472.080078
	Iteration 50Q: 3 clusters Score -7587982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -7587975.500000 Penalty: 5472.080078
	Iteration 51Q: 3 clusters Score -7587976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -7587975.500000 Penalty: 5472.080078
	Iteration 52F: 3 clusters Score -7587976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -78218.164062 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -78218.16 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 393 members 
Entering Unmasked Estep 
Score: -76453.250000 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -76453.25 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -76767.164062 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -76767.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -76850.492188 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -76850.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76908.156250 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -76908.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76923.351562 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -76923.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -76925.843750 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -76925.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -76925.843750 Penalty: 3308.071045
	Iteration 6F: 3 clusters Score -76925.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (174283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174283 members 
Entering Unmasked Estep 
Score: -21255600.000000 Penalty: 2992.972168
	Iteration 0F: 2 clusters Score -2.12556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87354 members 
Mstep: Class 2 contains 86929 members 
Entering Unmasked Estep 
Score: -21140404.000000 Penalty: 5985.944336
	Iteration 0F: 3 clusters Score -2.11404e+07 nChanged 83871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88769 members 
Mstep: Class 2 contains 85514 members 
Entering Unmasked Estep 
Score: -21189588.000000 Penalty: 5985.944336
	Iteration 1F: 3 clusters Score -2.118959e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89817 members 
Mstep: Class 2 contains 84466 members 
Entering Unmasked Estep 
Score: -21190464.000000 Penalty: 5985.944336
	Iteration 2Q: 3 clusters Score -2.119046e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91462 members 
Mstep: Class 2 contains 82821 members 
Entering Unmasked Estep 
Score: -21191414.000000 Penalty: 5985.944336
	Iteration 3Q: 3 clusters Score -2.119141e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94237 members 
Mstep: Class 2 contains 80046 members 
Entering Unmasked Estep 
Score: -21193104.000000 Penalty: 5985.944336
	Iteration 4Q: 3 clusters Score -2.11931e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98646 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -21195470.000000 Penalty: 5985.944336
	Iteration 5Q: 3 clusters Score -2.119547e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105378 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -21199670.000000 Penalty: 5985.944336
	Iteration 6Q: 3 clusters Score -2.119967e+07 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114925 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -21206724.000000 Penalty: 5985.944336
	Iteration 7F: 3 clusters Score -2.120672e+07 nChanged 13566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127173 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -21218224.000000 Penalty: 5985.944336
	Iteration 8F: 3 clusters Score -2.121822e+07 nChanged 13745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139642 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -21231694.000000 Penalty: 5985.944336
	Iteration 9F: 3 clusters Score -2.123169e+07 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148616 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -21242000.000000 Penalty: 5985.944336
	Iteration 10F: 3 clusters Score -2.1242e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153653 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -21247444.000000 Penalty: 5985.944336
	Iteration 11Q: 3 clusters Score -2.124744e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156604 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -21249864.000000 Penalty: 5985.944336
	Iteration 12Q: 3 clusters Score -2.124986e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158857 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -21251164.000000 Penalty: 5985.944336
	Iteration 13Q: 3 clusters Score -2.125116e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160729 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -21252012.000000 Penalty: 5985.944336
	Iteration 14Q: 3 clusters Score -2.125201e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162288 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -21252634.000000 Penalty: 5985.944336
	Iteration 15Q: 3 clusters Score -2.125263e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163562 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -21252910.000000 Penalty: 5985.944336
	Iteration 16Q: 3 clusters Score -2.125291e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164691 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -21253268.000000 Penalty: 5985.944336
	Iteration 17Q: 3 clusters Score -2.125327e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165654 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -21253532.000000 Penalty: 5985.944336
	Iteration 18Q: 3 clusters Score -2.125353e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166481 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -21253708.000000 Penalty: 5985.944336
	Iteration 19Q: 3 clusters Score -2.125371e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167178 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -21253904.000000 Penalty: 5985.944336
	Iteration 20F: 3 clusters Score -2.12539e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167794 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -21254016.000000 Penalty: 5985.944336
	Iteration 21Q: 3 clusters Score -2.125402e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168299 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -21254130.000000 Penalty: 5985.944336
	Iteration 22Q: 3 clusters Score -2.125413e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168716 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -21254224.000000 Penalty: 5985.944336
	Iteration 23Q: 3 clusters Score -2.125422e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169069 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -21254346.000000 Penalty: 5985.944336
	Iteration 24Q: 3 clusters Score -2.125435e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169339 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -21254428.000000 Penalty: 5985.944336
	Iteration 25Q: 3 clusters Score -2.125443e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169559 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -21254468.000000 Penalty: 5985.944336
	Iteration 26Q: 3 clusters Score -2.125447e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169748 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -21254520.000000 Penalty: 5985.944336
	Iteration 27Q: 3 clusters Score -2.125452e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169878 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -21254536.000000 Penalty: 5985.944336
	Iteration 28Q: 3 clusters Score -2.125454e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169996 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -21254554.000000 Penalty: 5985.944336
	Iteration 29Q: 3 clusters Score -2.125455e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170098 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -21254536.000000 Penalty: 5985.944336
	Iteration 30Q: 3 clusters Score -2.125454e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170188 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -21254550.000000 Penalty: 5985.944336
	Iteration 31Q: 3 clusters Score -2.125455e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170273 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -21254586.000000 Penalty: 5985.944336
	Iteration 32Q: 3 clusters Score -2.125459e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170334 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -21254578.000000 Penalty: 5985.944336
	Iteration 33Q: 3 clusters Score -2.125458e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170389 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -21254570.000000 Penalty: 5985.944336
	Iteration 34Q: 3 clusters Score -2.125457e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170444 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -21254528.000000 Penalty: 5985.944336
	Iteration 35Q: 3 clusters Score -2.125453e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170489 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -21254512.000000 Penalty: 5985.944336
	Iteration 36Q: 3 clusters Score -2.125451e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170529 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -21254512.000000 Penalty: 5985.944336
	Iteration 37Q: 3 clusters Score -2.125451e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170574 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -21254482.000000 Penalty: 5985.944336
	Iteration 38Q: 3 clusters Score -2.125448e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170621 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -21254476.000000 Penalty: 5985.944336
	Iteration 39Q: 3 clusters Score -2.125448e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170665 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -21254488.000000 Penalty: 5985.944336
	Iteration 40F: 3 clusters Score -2.125449e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170705 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -21254494.000000 Penalty: 5985.944336
	Iteration 41Q: 3 clusters Score -2.125449e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170738 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -21254508.000000 Penalty: 5985.944336
	Iteration 42Q: 3 clusters Score -2.125451e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170770 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -21254500.000000 Penalty: 5985.944336
	Iteration 43Q: 3 clusters Score -2.12545e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170803 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -21254480.000000 Penalty: 5985.944336
	Iteration 44Q: 3 clusters Score -2.125448e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170837 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -21254488.000000 Penalty: 5985.944336
	Iteration 45Q: 3 clusters Score -2.125449e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170867 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -21254482.000000 Penalty: 5985.944336
	Iteration 46Q: 3 clusters Score -2.125448e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170894 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -21254466.000000 Penalty: 5985.944336
	Iteration 47Q: 3 clusters Score -2.125447e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170920 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -21254452.000000 Penalty: 5985.944336
	Iteration 48Q: 3 clusters Score -2.125445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170933 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -21254442.000000 Penalty: 5985.944336
	Iteration 49Q: 3 clusters Score -2.125444e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170950 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -21254442.000000 Penalty: 5985.944336
	Iteration 50Q: 3 clusters Score -2.125444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170959 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -21254442.000000 Penalty: 5985.944336
	Iteration 51Q: 3 clusters Score -2.125444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170968 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -21254458.000000 Penalty: 5985.944336
	Iteration 52Q: 3 clusters Score -2.125446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170974 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -21254454.000000 Penalty: 5985.944336
	Iteration 53Q: 3 clusters Score -2.125445e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170984 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -21254450.000000 Penalty: 5985.944336
	Iteration 54Q: 3 clusters Score -2.125445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170997 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -21254478.000000 Penalty: 5985.944336
	Iteration 55Q: 3 clusters Score -2.125448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171015 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -21254452.000000 Penalty: 5985.944336
	Iteration 56Q: 3 clusters Score -2.125445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171029 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -21254468.000000 Penalty: 5985.944336
	Iteration 57Q: 3 clusters Score -2.125447e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171045 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -21254450.000000 Penalty: 5985.944336
	Iteration 58Q: 3 clusters Score -2.125445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171062 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -21254458.000000 Penalty: 5985.944336
	Iteration 59Q: 3 clusters Score -2.125446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171077 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -21254456.000000 Penalty: 5985.944336
	Iteration 60F: 3 clusters Score -2.125446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171091 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -21254454.000000 Penalty: 5985.944336
	Iteration 61Q: 3 clusters Score -2.125445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171106 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -21254470.000000 Penalty: 5985.944336
	Iteration 62Q: 3 clusters Score -2.125447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171118 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -21254446.000000 Penalty: 5985.944336
	Iteration 63Q: 3 clusters Score -2.125445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171132 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -21254452.000000 Penalty: 5985.944336
	Iteration 64Q: 3 clusters Score -2.125445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171145 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -21254446.000000 Penalty: 5985.944336
	Iteration 65Q: 3 clusters Score -2.125445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171153 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -21254426.000000 Penalty: 5985.944336
	Iteration 66Q: 3 clusters Score -2.125443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171164 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -21254418.000000 Penalty: 5985.944336
	Iteration 67Q: 3 clusters Score -2.125442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171167 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -21254434.000000 Penalty: 5985.944336
	Iteration 68Q: 3 clusters Score -2.125443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171176 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -21254430.000000 Penalty: 5985.944336
	Iteration 69Q: 3 clusters Score -2.125443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171181 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -21254434.000000 Penalty: 5985.944336
	Iteration 70Q: 3 clusters Score -2.125443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171186 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -21254430.000000 Penalty: 5985.944336
	Iteration 71Q: 3 clusters Score -2.125443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171193 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -21254422.000000 Penalty: 5985.944336
	Iteration 72Q: 3 clusters Score -2.125442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171199 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -21254428.000000 Penalty: 5985.944336
	Iteration 73Q: 3 clusters Score -2.125443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171206 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -21254416.000000 Penalty: 5985.944336
	Iteration 74Q: 3 clusters Score -2.125442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171208 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -21254426.000000 Penalty: 5985.944336
	Iteration 75Q: 3 clusters Score -2.125443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171208 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -21254418.000000 Penalty: 5985.944336
	Iteration 76Q: 3 clusters Score -2.125442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171210 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -21254418.000000 Penalty: 5985.944336
	Iteration 77Q: 3 clusters Score -2.125442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171214 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -21254410.000000 Penalty: 5985.944336
	Iteration 78Q: 3 clusters Score -2.125441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171218 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -21254394.000000 Penalty: 5985.944336
	Iteration 79Q: 3 clusters Score -2.125439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171221 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -21254386.000000 Penalty: 5985.944336
	Iteration 80F: 3 clusters Score -2.125439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171223 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -21254392.000000 Penalty: 5985.944336
	Iteration 81Q: 3 clusters Score -2.125439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171223 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -21254392.000000 Penalty: 5985.944336
	Iteration 82F: 3 clusters Score -2.125439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (177470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177470 members 
Entering Unmasked Estep 
Score: -21623492.000000 Penalty: 2997.466064
	Iteration 0F: 2 clusters Score -2.162349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89073 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -21506654.000000 Penalty: 5994.932129
	Iteration 0F: 3 clusters Score -2.150665e+07 nChanged 85025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93274 members 
Mstep: Class 2 contains 84196 members 
Entering Unmasked Estep 
Score: -21556196.000000 Penalty: 5994.932129
	Iteration 1F: 3 clusters Score -2.15562e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95974 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -21557452.000000 Penalty: 5994.932129
	Iteration 2Q: 3 clusters Score -2.155745e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100089 members 
Mstep: Class 2 contains 77381 members 
Entering Unmasked Estep 
Score: -21559432.000000 Penalty: 5994.932129
	Iteration 3Q: 3 clusters Score -2.155943e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106366 members 
Mstep: Class 2 contains 71104 members 
Entering Unmasked Estep 
Score: -21562506.000000 Penalty: 5994.932129
	Iteration 4Q: 3 clusters Score -2.156251e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115482 members 
Mstep: Class 2 contains 61988 members 
Entering Unmasked Estep 
Score: -21567880.000000 Penalty: 5994.932129
	Iteration 5F: 3 clusters Score -2.156788e+07 nChanged 12615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127963 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -21577062.000000 Penalty: 5994.932129
	Iteration 6F: 3 clusters Score -2.157706e+07 nChanged 14830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142763 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -21590014.000000 Penalty: 5994.932129
	Iteration 7F: 3 clusters Score -2.159001e+07 nChanged 14279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157030 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -21603014.000000 Penalty: 5994.932129
	Iteration 8F: 3 clusters Score -2.160301e+07 nChanged 10184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167212 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -21612222.000000 Penalty: 5994.932129
	Iteration 9F: 3 clusters Score -2.161222e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172688 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -21616888.000000 Penalty: 5994.932129
	Iteration 10Q: 3 clusters Score -2.161689e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175177 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -21619128.000000 Penalty: 5994.932129
	Iteration 11Q: 3 clusters Score -2.161913e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176207 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -21619930.000000 Penalty: 5994.932129
	Iteration 12Q: 3 clusters Score -2.161993e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176618 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -21620370.000000 Penalty: 5994.932129
	Iteration 13Q: 3 clusters Score -2.162037e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176803 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -21620552.000000 Penalty: 5994.932129
	Iteration 14Q: 3 clusters Score -2.162055e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176901 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -21620642.000000 Penalty: 5994.932129
	Iteration 15Q: 3 clusters Score -2.162064e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176953 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -21620684.000000 Penalty: 5994.932129
	Iteration 16Q: 3 clusters Score -2.162068e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176983 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -21620732.000000 Penalty: 5994.932129
	Iteration 17Q: 3 clusters Score -2.162073e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176999 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -21620746.000000 Penalty: 5994.932129
	Iteration 18Q: 3 clusters Score -2.162075e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177007 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -21620768.000000 Penalty: 5994.932129
	Iteration 19Q: 3 clusters Score -2.162077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177019 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -21620764.000000 Penalty: 5994.932129
	Iteration 20F: 3 clusters Score -2.162076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177023 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -21620774.000000 Penalty: 5994.932129
	Iteration 21Q: 3 clusters Score -2.162077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177026 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -21620780.000000 Penalty: 5994.932129
	Iteration 22Q: 3 clusters Score -2.162078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177029 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -21620802.000000 Penalty: 5994.932129
	Iteration 23Q: 3 clusters Score -2.16208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177033 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -21620782.000000 Penalty: 5994.932129
	Iteration 24Q: 3 clusters Score -2.162078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177032 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -21620804.000000 Penalty: 5994.932129
	Iteration 25Q: 3 clusters Score -2.16208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177037 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -21620798.000000 Penalty: 5994.932129
	Iteration 26Q: 3 clusters Score -2.16208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177036 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -21620806.000000 Penalty: 5994.932129
	Iteration 27Q: 3 clusters Score -2.162081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177036 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -21620806.000000 Penalty: 5994.932129
	Iteration 28F: 3 clusters Score -2.162081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -61715.949219 Penalty: 1593.769165
	Iteration 0F: 2 clusters Score -61715.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60161.988281 Penalty: 3187.538330
	Iteration 0F: 3 clusters Score -60161.99 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60484.339844 Penalty: 3187.538330
	Iteration 1F: 3 clusters Score -60484.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -60629.707031 Penalty: 3187.538330
	Iteration 2F: 3 clusters Score -60629.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60714.714844 Penalty: 3187.538330
	Iteration 3Q: 3 clusters Score -60714.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -60817.699219 Penalty: 3187.538330
	Iteration 4Q: 3 clusters Score -60817.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -60860.253906 Penalty: 3187.538330
	Iteration 5Q: 3 clusters Score -60860.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -60892.960938 Penalty: 3187.538330
	Iteration 6Q: 3 clusters Score -60892.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -60911.476562 Penalty: 3187.538330
	Iteration 7Q: 3 clusters Score -60911.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -60917.679688 Penalty: 3187.538330
	Iteration 8Q: 3 clusters Score -60917.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -60927.105469 Penalty: 3187.538330
	Iteration 9Q: 3 clusters Score -60927.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -60936.167969 Penalty: 3187.538330
	Iteration 10Q: 3 clusters Score -60936.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -60945.628906 Penalty: 3187.538330
	Iteration 11Q: 3 clusters Score -60945.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -60970.187500 Penalty: 3187.538330
	Iteration 12Q: 3 clusters Score -60970.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -60974.550781 Penalty: 3187.538330
	Iteration 13Q: 3 clusters Score -60974.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60977.117188 Penalty: 3187.538330
	Iteration 14Q: 3 clusters Score -60977.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60977.117188 Penalty: 3187.538330
	Iteration 15F: 3 clusters Score -60977.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Entering Unmasked Estep 
Score: -426285.031250 Penalty: 2040.389038
	Iteration 0F: 2 clusters Score -426285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -422542.031250 Penalty: 4080.778076
	Iteration 0F: 3 clusters Score -422542 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -423352.531250 Penalty: 4080.778076
	Iteration 1F: 3 clusters Score -423352.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -423563.281250 Penalty: 4080.778076
	Iteration 2F: 3 clusters Score -423563.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -423742.875000 Penalty: 4080.778076
	Iteration 3F: 3 clusters Score -423742.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -423892.062500 Penalty: 4080.778076
	Iteration 4Q: 3 clusters Score -423892.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -424020.531250 Penalty: 4080.778076
	Iteration 5Q: 3 clusters Score -424020.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -424113.218750 Penalty: 4080.778076
	Iteration 6Q: 3 clusters Score -424113.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -424176.531250 Penalty: 4080.778076
	Iteration 7Q: 3 clusters Score -424176.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -424229.593750 Penalty: 4080.778076
	Iteration 8Q: 3 clusters Score -424229.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -424281.000000 Penalty: 4080.778076
	Iteration 9Q: 3 clusters Score -424281 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -424329.218750 Penalty: 4080.778076
	Iteration 10Q: 3 clusters Score -424329.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -424371.718750 Penalty: 4080.778076
	Iteration 11Q: 3 clusters Score -424371.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -424412.031250 Penalty: 4080.778076
	Iteration 12Q: 3 clusters Score -424412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -424446.500000 Penalty: 4080.778076
	Iteration 13Q: 3 clusters Score -424446.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -424481.343750 Penalty: 4080.778076
	Iteration 14Q: 3 clusters Score -424481.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -424512.062500 Penalty: 4080.778076
	Iteration 15Q: 3 clusters Score -424512.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -424545.750000 Penalty: 4080.778076
	Iteration 16Q: 3 clusters Score -424545.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -424573.625000 Penalty: 4080.778076
	Iteration 17Q: 3 clusters Score -424573.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -424606.156250 Penalty: 4080.778076
	Iteration 18Q: 3 clusters Score -424606.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -424642.093750 Penalty: 4080.778076
	Iteration 19Q: 3 clusters Score -424642.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -424672.093750 Penalty: 4080.778076
	Iteration 20F: 3 clusters Score -424672.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -424702.781250 Penalty: 4080.778076
	Iteration 21Q: 3 clusters Score -424702.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -424739.312500 Penalty: 4080.778076
	Iteration 22Q: 3 clusters Score -424739.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -424774.062500 Penalty: 4080.778076
	Iteration 23Q: 3 clusters Score -424774.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -424801.750000 Penalty: 4080.778076
	Iteration 24Q: 3 clusters Score -424801.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -424817.500000 Penalty: 4080.778076
	Iteration 25Q: 3 clusters Score -424817.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -424834.406250 Penalty: 4080.778076
	Iteration 26Q: 3 clusters Score -424834.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -424857.000000 Penalty: 4080.778076
	Iteration 27Q: 3 clusters Score -424857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -424875.687500 Penalty: 4080.778076
	Iteration 28Q: 3 clusters Score -424875.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -424884.593750 Penalty: 4080.778076
	Iteration 29Q: 3 clusters Score -424884.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -424891.343750 Penalty: 4080.778076
	Iteration 30Q: 3 clusters Score -424891.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -424897.125000 Penalty: 4080.778076
	Iteration 31Q: 3 clusters Score -424897.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -424903.593750 Penalty: 4080.778076
	Iteration 32Q: 3 clusters Score -424903.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -424909.781250 Penalty: 4080.778076
	Iteration 33Q: 3 clusters Score -424909.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -424912.843750 Penalty: 4080.778076
	Iteration 34Q: 3 clusters Score -424912.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -424915.062500 Penalty: 4080.778076
	Iteration 35Q: 3 clusters Score -424915.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -424917.343750 Penalty: 4080.778076
	Iteration 36Q: 3 clusters Score -424917.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -424917.406250 Penalty: 4080.778076
	Iteration 37Q: 3 clusters Score -424917.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -424917.406250 Penalty: 4080.778076
	Iteration 38F: 3 clusters Score -424917.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Entering Unmasked Estep 
Score: -298653.062500 Penalty: 1949.134521
	Iteration 0F: 2 clusters Score -298653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -295695.156250 Penalty: 3898.269043
	Iteration 0F: 3 clusters Score -295695.2 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -296324.843750 Penalty: 3898.269043
	Iteration 1F: 3 clusters Score -296324.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -296463.218750 Penalty: 3898.269043
	Iteration 2F: 3 clusters Score -296463.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -296550.156250 Penalty: 3898.269043
	Iteration 3Q: 3 clusters Score -296550.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -296618.312500 Penalty: 3898.269043
	Iteration 4Q: 3 clusters Score -296618.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -296673.812500 Penalty: 3898.269043
	Iteration 5Q: 3 clusters Score -296673.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -296717.531250 Penalty: 3898.269043
	Iteration 6Q: 3 clusters Score -296717.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -296747.687500 Penalty: 3898.269043
	Iteration 7Q: 3 clusters Score -296747.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -296769.093750 Penalty: 3898.269043
	Iteration 8Q: 3 clusters Score -296769.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -296782.562500 Penalty: 3898.269043
	Iteration 9Q: 3 clusters Score -296782.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -296790.375000 Penalty: 3898.269043
	Iteration 10Q: 3 clusters Score -296790.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -296797.375000 Penalty: 3898.269043
	Iteration 11Q: 3 clusters Score -296797.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -296804.437500 Penalty: 3898.269043
	Iteration 12Q: 3 clusters Score -296804.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -296811.843750 Penalty: 3898.269043
	Iteration 13Q: 3 clusters Score -296811.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -296819.062500 Penalty: 3898.269043
	Iteration 14Q: 3 clusters Score -296819.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -296825.312500 Penalty: 3898.269043
	Iteration 15Q: 3 clusters Score -296825.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -296829.781250 Penalty: 3898.269043
	Iteration 16Q: 3 clusters Score -296829.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -296834.437500 Penalty: 3898.269043
	Iteration 17Q: 3 clusters Score -296834.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -296841.406250 Penalty: 3898.269043
	Iteration 18Q: 3 clusters Score -296841.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -296847.156250 Penalty: 3898.269043
	Iteration 19Q: 3 clusters Score -296847.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -296851.906250 Penalty: 3898.269043
	Iteration 20F: 3 clusters Score -296851.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -296854.687500 Penalty: 3898.269043
	Iteration 21Q: 3 clusters Score -296854.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -296861.281250 Penalty: 3898.269043
	Iteration 22Q: 3 clusters Score -296861.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -296868.437500 Penalty: 3898.269043
	Iteration 23Q: 3 clusters Score -296868.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -296873.062500 Penalty: 3898.269043
	Iteration 24Q: 3 clusters Score -296873.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -296874.281250 Penalty: 3898.269043
	Iteration 25Q: 3 clusters Score -296874.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -296875.781250 Penalty: 3898.269043
	Iteration 26Q: 3 clusters Score -296875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -296875.875000 Penalty: 3898.269043
	Iteration 27Q: 3 clusters Score -296875.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -296875.875000 Penalty: 3898.269043
	Iteration 28F: 3 clusters Score -296875.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150492 members 
Mstep: Class 5 contains 226522 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16778 members 
Mstep: Class 11 contains 61847 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174283 members 
Mstep: Class 14 contains 177470 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306240.000000 Penalty: 57676.941406
Iteration 479Q: 18 clusters Score -1.043062e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150513 members 
Mstep: Class 5 contains 226511 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47682 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16780 members 
Mstep: Class 11 contains 61846 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174281 members 
Mstep: Class 14 contains 177462 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306280.000000 Penalty: 57676.941406
Iteration 480F: 18 clusters Score -1.043063e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150522 members 
Mstep: Class 5 contains 226506 members 
Mstep: Class 6 contains 4480 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47681 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16784 members 
Mstep: Class 11 contains 61848 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174282 members 
Mstep: Class 14 contains 177453 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306240.000000 Penalty: 57676.941406
Iteration 481Q: 18 clusters Score -1.043062e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150520 members 
Mstep: Class 5 contains 226508 members 
Mstep: Class 6 contains 4480 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47680 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16787 members 
Mstep: Class 11 contains 61851 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174285 members 
Mstep: Class 14 contains 177445 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306208.000000 Penalty: 57676.941406
Iteration 482Q: 18 clusters Score -1.043062e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150527 members 
Mstep: Class 5 contains 226513 members 
Mstep: Class 6 contains 4480 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47678 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16789 members 
Mstep: Class 11 contains 61851 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174279 members 
Mstep: Class 14 contains 177439 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306296.000000 Penalty: 57676.941406
Iteration 483Q: 18 clusters Score -1.043063e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150531 members 
Mstep: Class 5 contains 226526 members 
Mstep: Class 6 contains 4480 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16789 members 
Mstep: Class 11 contains 61849 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174272 members 
Mstep: Class 14 contains 177430 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306248.000000 Penalty: 57676.941406
Iteration 484Q: 18 clusters Score -1.043062e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150532 members 
Mstep: Class 5 contains 226538 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47680 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16790 members 
Mstep: Class 11 contains 61848 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174270 members 
Mstep: Class 14 contains 177419 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306200.000000 Penalty: 57676.941406
Iteration 485Q: 18 clusters Score -1.043062e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150531 members 
Mstep: Class 5 contains 226553 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47680 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16791 members 
Mstep: Class 11 contains 61849 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174263 members 
Mstep: Class 14 contains 177410 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306248.000000 Penalty: 57676.941406
Iteration 486Q: 18 clusters Score -1.043062e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150533 members 
Mstep: Class 5 contains 226561 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47680 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16791 members 
Mstep: Class 11 contains 61850 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174260 members 
Mstep: Class 14 contains 177402 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306304.000000 Penalty: 57676.941406
Iteration 487Q: 18 clusters Score -1.043063e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150543 members 
Mstep: Class 5 contains 226563 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16791 members 
Mstep: Class 11 contains 61851 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174258 members 
Mstep: Class 14 contains 177392 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306376.000000 Penalty: 57676.941406
Iteration 488Q: 18 clusters Score -1.043064e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150546 members 
Mstep: Class 5 contains 226573 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47680 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16791 members 
Mstep: Class 11 contains 61852 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174252 members 
Mstep: Class 14 contains 177383 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306352.000000 Penalty: 57676.941406
Iteration 489Q: 18 clusters Score -1.043064e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150545 members 
Mstep: Class 5 contains 226588 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16791 members 
Mstep: Class 11 contains 61852 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174249 members 
Mstep: Class 14 contains 177373 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306384.000000 Penalty: 57676.941406
Iteration 490Q: 18 clusters Score -1.043064e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150548 members 
Mstep: Class 5 contains 226594 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47680 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16791 members 
Mstep: Class 11 contains 61851 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174242 members 
Mstep: Class 14 contains 177371 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306336.000000 Penalty: 57676.941406
Iteration 491Q: 18 clusters Score -1.043063e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150549 members 
Mstep: Class 5 contains 226599 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16791 members 
Mstep: Class 11 contains 61852 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174239 members 
Mstep: Class 14 contains 177368 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306360.000000 Penalty: 57676.941406
Iteration 492Q: 18 clusters Score -1.043064e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150559 members 
Mstep: Class 5 contains 226602 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16791 members 
Mstep: Class 11 contains 61850 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174236 members 
Mstep: Class 14 contains 177360 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306392.000000 Penalty: 57676.941406
Iteration 493Q: 18 clusters Score -1.043064e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150561 members 
Mstep: Class 5 contains 226612 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47678 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16792 members 
Mstep: Class 11 contains 61851 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174232 members 
Mstep: Class 14 contains 177351 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306368.000000 Penalty: 57676.941406
Iteration 494Q: 18 clusters Score -1.043064e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150565 members 
Mstep: Class 5 contains 226621 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47677 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16792 members 
Mstep: Class 11 contains 61851 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174230 members 
Mstep: Class 14 contains 177341 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306336.000000 Penalty: 57676.941406
Iteration 495Q: 18 clusters Score -1.043063e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150567 members 
Mstep: Class 5 contains 226629 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16792 members 
Mstep: Class 11 contains 61853 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174226 members 
Mstep: Class 14 contains 177331 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306328.000000 Penalty: 57676.941406
Iteration 496Q: 18 clusters Score -1.043063e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150567 members 
Mstep: Class 5 contains 226631 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16792 members 
Mstep: Class 11 contains 61854 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174226 members 
Mstep: Class 14 contains 177328 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306368.000000 Penalty: 57676.941406
Iteration 497Q: 18 clusters Score -1.043064e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150562 members 
Mstep: Class 5 contains 226636 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16792 members 
Mstep: Class 11 contains 61857 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174226 members 
Mstep: Class 14 contains 177325 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306408.000000 Penalty: 57676.941406
Iteration 498Q: 18 clusters Score -1.043064e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150564 members 
Mstep: Class 5 contains 226638 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47680 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16792 members 
Mstep: Class 11 contains 61857 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174225 members 
Mstep: Class 14 contains 177321 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306320.000000 Penalty: 57676.941406
Iteration 499Q: 18 clusters Score -1.043063e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 150566 members 
Mstep: Class 5 contains 226646 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 16792 members 
Mstep: Class 11 contains 61855 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 174228 members 
Mstep: Class 14 contains 177311 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306336.000000 Penalty: 57676.941406
Iteration 500F: 18 clusters Score -1.043063e+08 nChanged 11
Maximum iterations exceeded
--- Evaluating fit on full set of 2621091 points ---
Entering Unmasked Estep 
Score: -316054880.000000 Penalty: 62308.691406
20->18 Clusters: Score -316054880.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 873697 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 43820 members 
Mstep: Class 3 contains 43752 members 
Mstep: Class 4 contains 43671 members 
Mstep: Class 5 contains 43741 members 
Mstep: Class 6 contains 43884 members 
Mstep: Class 7 contains 43545 members 
Mstep: Class 8 contains 44010 members 
Mstep: Class 9 contains 43716 members 
Mstep: Class 10 contains 43458 members 
Mstep: Class 11 contains 43480 members 
Mstep: Class 12 contains 43712 members 
Mstep: Class 13 contains 44062 members 
Mstep: Class 14 contains 43852 members 
Mstep: Class 15 contains 43361 members 
Mstep: Class 16 contains 43515 members 
Mstep: Class 17 contains 43548 members 
Mstep: Class 18 contains 43478 members 
Mstep: Class 19 contains 43763 members 
Mstep: Class 20 contains 43535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 164.631393 but Gain 3392.765625
Score: -99670768.000000 Penalty: 64462.460938
Iteration 0F: 20 clusters Score -9.967077e+07 nChanged 828994
Entering Unmasked Mstep 
Mstep: Class 0 contains 2859 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5163 members 
Mstep: Class 3 contains 40268 members 
Mstep: Class 4 contains 4505 members 
Mstep: Class 5 contains 34240 members 
Mstep: Class 7 contains 3156 members 
Mstep: Class 8 contains 6396 members 
Mstep: Class 9 contains 1413 members 
Mstep: Class 10 contains 461655 members 
Mstep: Class 11 contains 5129 members 
Mstep: Class 12 contains 179341 members 
Mstep: Class 13 contains 29183 members 
Mstep: Class 14 contains 8417 members 
Mstep: Class 15 contains 11795 members 
Mstep: Class 16 contains 3402 members 
Mstep: Class 17 contains 1312 members 
Mstep: Class 18 contains 19458 members 
Mstep: Class 19 contains 30491 members 
Mstep: Class 20 contains 23519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 747.031311 but Gain 3392.761719
Score: -103321336.000000 Penalty: 61069.699219
Iteration 1F: 19 clusters Score -1.033213e+08 nChanged 238345
Entering Unmasked Mstep 
Mstep: Class 0 contains 913 members 
Mstep: Class 2 contains 1731 members 
Mstep: Class 3 contains 24161 members 
Mstep: Class 4 contains 1410 members 
Mstep: Class 5 contains 23231 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 2536 members 
Mstep: Class 9 contains 1221 members 
Mstep: Class 10 contains 522658 members 
Mstep: Class 11 contains 7504 members 
Mstep: Class 12 contains 205826 members 
Mstep: Class 13 contains 24261 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 2464 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 6908 members 
Mstep: Class 19 contains 16329 members 
Mstep: Class 20 contains 13314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 618.317444 but Gain 3392.757812
Score: -103509616.000000 Penalty: 57676.941406
Iteration 2F: 18 clusters Score -1.035096e+08 nChanged 151688
Entering Unmasked Mstep 
Mstep: Class 0 contains 474 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 14748 members 
Mstep: Class 5 contains 22722 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 470282 members 
Mstep: Class 11 contains 5780 members 
Mstep: Class 12 contains 281859 members 
Mstep: Class 13 contains 28188 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 6441 members 
Mstep: Class 16 contains 3191 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 3044 members 
Mstep: Class 19 contains 12722 members 
Mstep: Class 20 contains 6820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 836.921997 but Gain 3392.761719
Score: -103731120.000000 Penalty: 54284.179688
Iteration 3F: 17 clusters Score -1.037311e+08 nChanged 127183
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 5 contains 24314 members 
Mstep: Class 7 contains 3381 members 
Mstep: Class 9 contains 2106 members 
Mstep: Class 10 contains 400045 members 
Mstep: Class 11 contains 4648 members 
Mstep: Class 12 contains 361936 members 
Mstep: Class 13 contains 32886 members 
Mstep: Class 14 contains 8429 members 
Mstep: Class 15 contains 7651 members 
Mstep: Class 16 contains 3661 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 11166 members 
Mstep: Class 20 contains 2930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1177.083008 but Gain 3392.761719
Score: -103880304.000000 Penalty: 50891.417969
Iteration 4F: 16 clusters Score -1.038803e+08 nChanged 110528
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 2 contains 386 members 
Mstep: Class 3 contains 3944 members 
Mstep: Class 5 contains 25625 members 
Mstep: Class 7 contains 3897 members 
Mstep: Class 9 contains 1944 members 
Mstep: Class 10 contains 345210 members 
Mstep: Class 11 contains 4085 members 
Mstep: Class 12 contains 419111 members 
Mstep: Class 13 contains 36429 members 
Mstep: Class 14 contains 6625 members 
Mstep: Class 15 contains 9678 members 
Mstep: Class 16 contains 4107 members 
Mstep: Class 17 contains 354 members 
Mstep: Class 18 contains 1089 members 
Mstep: Class 19 contains 11047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 930.713684 but Gain 3392.761719
Score: -103936592.000000 Penalty: 47498.656250
Iteration 5F: 15 clusters Score -1.039366e+08 nChanged 129141
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2200 members 
Mstep: Class 5 contains 26122 members 
Mstep: Class 7 contains 4143 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 306766 members 
Mstep: Class 11 contains 3490 members 
Mstep: Class 12 contains 453671 members 
Mstep: Class 13 contains 38952 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 13052 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 288 members 
Mstep: Class 19 contains 11914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1474.110352 but Gain 3392.761719
Score: -103969144.000000 Penalty: 44105.894531
Iteration 6F: 14 clusters Score -1.039691e+08 nChanged 91581
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 5 contains 27158 members 
Mstep: Class 7 contains 4263 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 320438 members 
Mstep: Class 11 contains 2643 members 
Mstep: Class 12 contains 432610 members 
Mstep: Class 13 contains 41775 members 
Mstep: Class 14 contains 5840 members 
Mstep: Class 15 contains 17664 members 
Mstep: Class 16 contains 4768 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 19 contains 13085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104030112.000000 Penalty: 44105.894531
Iteration 7F: 14 clusters Score -1.040301e+08 nChanged 56109
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 5 contains 27675 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 9 contains 3423 members 
Mstep: Class 10 contains 327599 members 
Mstep: Class 11 contains 1796 members 
Mstep: Class 12 contains 417575 members 
Mstep: Class 13 contains 43227 members 
Mstep: Class 14 contains 5912 members 
Mstep: Class 15 contains 22444 members 
Mstep: Class 16 contains 4646 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 19 contains 14074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104071024.000000 Penalty: 44105.894531
Iteration 8F: 14 clusters Score -1.04071e+08 nChanged 41107
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 816 members 
Mstep: Class 5 contains 28287 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 9 contains 4012 members 
Mstep: Class 10 contains 328404 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 409348 members 
Mstep: Class 13 contains 44069 members 
Mstep: Class 14 contains 6013 members 
Mstep: Class 15 contains 27178 members 
Mstep: Class 16 contains 4521 members 
Mstep: Class 17 contains 219 members 
Mstep: Class 19 contains 15141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104093144.000000 Penalty: 44105.894531
Iteration 9Q: 14 clusters Score -1.040931e+08 nChanged 31037
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 5 contains 28941 members 
Mstep: Class 7 contains 4401 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 327254 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 403037 members 
Mstep: Class 13 contains 44771 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 31780 members 
Mstep: Class 16 contains 4503 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 19 contains 16406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104107904.000000 Penalty: 44105.894531
Iteration 10Q: 14 clusters Score -1.041079e+08 nChanged 24849
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 893 members 
Mstep: Class 5 contains 29534 members 
Mstep: Class 7 contains 4421 members 
Mstep: Class 9 contains 4261 members 
Mstep: Class 10 contains 325123 members 
Mstep: Class 11 contains 1026 members 
Mstep: Class 12 contains 397456 members 
Mstep: Class 13 contains 45490 members 
Mstep: Class 14 contains 6403 members 
Mstep: Class 15 contains 36324 members 
Mstep: Class 16 contains 4513 members 
Mstep: Class 17 contains 217 members 
Mstep: Class 19 contains 18006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119032.000000 Penalty: 44105.894531
Iteration 11Q: 14 clusters Score -1.04119e+08 nChanged 21470
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 5 contains 29968 members 
Mstep: Class 7 contains 4434 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 322347 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 392645 members 
Mstep: Class 13 contains 46150 members 
Mstep: Class 14 contains 6655 members 
Mstep: Class 15 contains 40777 members 
Mstep: Class 16 contains 4518 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 19 contains 19781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104128656.000000 Penalty: 44105.894531
Iteration 12Q: 14 clusters Score -1.041287e+08 nChanged 19786
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 908 members 
Mstep: Class 5 contains 30235 members 
Mstep: Class 7 contains 4444 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 319455 members 
Mstep: Class 11 contains 988 members 
Mstep: Class 12 contains 387974 members 
Mstep: Class 13 contains 46832 members 
Mstep: Class 14 contains 6879 members 
Mstep: Class 15 contains 45184 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 213 members 
Mstep: Class 19 contains 21750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104136808.000000 Penalty: 44105.894531
Iteration 13Q: 14 clusters Score -1.041368e+08 nChanged 18446
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 907 members 
Mstep: Class 5 contains 30493 members 
Mstep: Class 7 contains 4461 members 
Mstep: Class 9 contains 4276 members 
Mstep: Class 10 contains 316703 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 383243 members 
Mstep: Class 13 contains 47375 members 
Mstep: Class 14 contains 7105 members 
Mstep: Class 15 contains 49534 members 
Mstep: Class 16 contains 4529 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 19 contains 23846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104143608.000000 Penalty: 44105.894531
Iteration 14Q: 14 clusters Score -1.041436e+08 nChanged 17395
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 5 contains 30745 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 314247 members 
Mstep: Class 11 contains 978 members 
Mstep: Class 12 contains 378466 members 
Mstep: Class 13 contains 47810 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 53826 members 
Mstep: Class 16 contains 4534 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 19 contains 25882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149632.000000 Penalty: 44105.894531
Iteration 15Q: 14 clusters Score -1.041496e+08 nChanged 16304
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 909 members 
Mstep: Class 5 contains 30996 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 9 contains 4275 members 
Mstep: Class 10 contains 311908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 373859 members 
Mstep: Class 13 contains 48218 members 
Mstep: Class 14 contains 7500 members 
Mstep: Class 15 contains 57930 members 
Mstep: Class 16 contains 4541 members 
Mstep: Class 17 contains 213 members 
Mstep: Class 19 contains 27875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153680.000000 Penalty: 44105.894531
Iteration 16Q: 14 clusters Score -1.041537e+08 nChanged 15524
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 908 members 
Mstep: Class 5 contains 31265 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 9 contains 4272 members 
Mstep: Class 10 contains 309728 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 369339 members 
Mstep: Class 13 contains 48607 members 
Mstep: Class 14 contains 7673 members 
Mstep: Class 15 contains 61921 members 
Mstep: Class 16 contains 4543 members 
Mstep: Class 17 contains 214 members 
Mstep: Class 19 contains 29749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159488.000000 Penalty: 44105.894531
Iteration 17Q: 14 clusters Score -1.041595e+08 nChanged 14807
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 905 members 
Mstep: Class 5 contains 31507 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 9 contains 4274 members 
Mstep: Class 10 contains 307806 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 364823 members 
Mstep: Class 13 contains 48982 members 
Mstep: Class 14 contains 7820 members 
Mstep: Class 15 contains 65796 members 
Mstep: Class 16 contains 4549 members 
Mstep: Class 17 contains 217 members 
Mstep: Class 19 contains 31531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165856.000000 Penalty: 44105.894531
Iteration 18Q: 14 clusters Score -1.041659e+08 nChanged 13625
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 5 contains 31662 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 9 contains 4276 members 
Mstep: Class 10 contains 306151 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 360590 members 
Mstep: Class 13 contains 49408 members 
Mstep: Class 14 contains 7926 members 
Mstep: Class 15 contains 69331 members 
Mstep: Class 16 contains 4553 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 19 contains 33196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171760.000000 Penalty: 44105.894531
Iteration 19Q: 14 clusters Score -1.041718e+08 nChanged 12556
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 5 contains 31810 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 304439 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 356908 members 
Mstep: Class 13 contains 49854 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 72450 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 19 contains 34802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104176656.000000 Penalty: 44105.894531
Iteration 20F: 14 clusters Score -1.041767e+08 nChanged 12562
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 849 members 
Mstep: Class 5 contains 31935 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 302276 members 
Mstep: Class 11 contains 1035 members 
Mstep: Class 12 contains 353167 members 
Mstep: Class 13 contains 50323 members 
Mstep: Class 14 contains 8047 members 
Mstep: Class 15 contains 75799 members 
Mstep: Class 16 contains 4562 members 
Mstep: Class 17 contains 219 members 
Mstep: Class 19 contains 36718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104180696.000000 Penalty: 44105.894531
Iteration 21Q: 14 clusters Score -1.041807e+08 nChanged 12245
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 807 members 
Mstep: Class 5 contains 32066 members 
Mstep: Class 7 contains 4466 members 
Mstep: Class 9 contains 4261 members 
Mstep: Class 10 contains 300076 members 
Mstep: Class 11 contains 1083 members 
Mstep: Class 12 contains 349602 members 
Mstep: Class 13 contains 50905 members 
Mstep: Class 14 contains 8051 members 
Mstep: Class 15 contains 79017 members 
Mstep: Class 16 contains 4565 members 
Mstep: Class 17 contains 219 members 
Mstep: Class 19 contains 38549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104185456.000000 Penalty: 44105.894531
Iteration 22Q: 14 clusters Score -1.041855e+08 nChanged 11734
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 778 members 
Mstep: Class 5 contains 32212 members 
Mstep: Class 7 contains 4461 members 
Mstep: Class 9 contains 4252 members 
Mstep: Class 10 contains 297848 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 346322 members 
Mstep: Class 13 contains 51533 members 
Mstep: Class 14 contains 8020 members 
Mstep: Class 15 contains 82065 members 
Mstep: Class 16 contains 4571 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 19 contains 40263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104188472.000000 Penalty: 44105.894531
Iteration 23Q: 14 clusters Score -1.041885e+08 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 5 contains 32353 members 
Mstep: Class 7 contains 4448 members 
Mstep: Class 9 contains 4237 members 
Mstep: Class 10 contains 295665 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 343319 members 
Mstep: Class 13 contains 52168 members 
Mstep: Class 14 contains 7963 members 
Mstep: Class 15 contains 84979 members 
Mstep: Class 16 contains 4573 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 19 contains 41817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104192744.000000 Penalty: 44105.894531
Iteration 24Q: 14 clusters Score -1.041927e+08 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 5 contains 32438 members 
Mstep: Class 7 contains 4449 members 
Mstep: Class 9 contains 4235 members 
Mstep: Class 10 contains 293392 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 340683 members 
Mstep: Class 13 contains 52846 members 
Mstep: Class 14 contains 7859 members 
Mstep: Class 15 contains 87738 members 
Mstep: Class 16 contains 4573 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 19 contains 43296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104195888.000000 Penalty: 44105.894531
Iteration 25Q: 14 clusters Score -1.041959e+08 nChanged 10494
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 723 members 
Mstep: Class 5 contains 32494 members 
Mstep: Class 7 contains 4437 members 
Mstep: Class 9 contains 4232 members 
Mstep: Class 10 contains 291214 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 338225 members 
Mstep: Class 13 contains 53566 members 
Mstep: Class 14 contains 7751 members 
Mstep: Class 15 contains 90316 members 
Mstep: Class 16 contains 4564 members 
Mstep: Class 17 contains 248 members 
Mstep: Class 19 contains 44689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104198280.000000 Penalty: 44105.894531
Iteration 26Q: 14 clusters Score -1.041983e+08 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 5 contains 32580 members 
Mstep: Class 7 contains 4431 members 
Mstep: Class 9 contains 4233 members 
Mstep: Class 10 contains 289027 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 336068 members 
Mstep: Class 13 contains 54272 members 
Mstep: Class 14 contains 7622 members 
Mstep: Class 15 contains 92721 members 
Mstep: Class 16 contains 4567 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 19 contains 45962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104201096.000000 Penalty: 44105.894531
Iteration 27Q: 14 clusters Score -1.042011e+08 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 696 members 
Mstep: Class 5 contains 32680 members 
Mstep: Class 7 contains 4429 members 
Mstep: Class 9 contains 4233 members 
Mstep: Class 10 contains 286787 members 
Mstep: Class 11 contains 1233 members 
Mstep: Class 12 contains 334197 members 
Mstep: Class 13 contains 54971 members 
Mstep: Class 14 contains 7488 members 
Mstep: Class 15 contains 94965 members 
Mstep: Class 16 contains 4574 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 19 contains 47153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104203424.000000 Penalty: 44105.894531
Iteration 28Q: 14 clusters Score -1.042034e+08 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 5 contains 32760 members 
Mstep: Class 7 contains 4430 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 10 contains 284712 members 
Mstep: Class 11 contains 1245 members 
Mstep: Class 12 contains 332326 members 
Mstep: Class 13 contains 55702 members 
Mstep: Class 14 contains 7366 members 
Mstep: Class 15 contains 97097 members 
Mstep: Class 16 contains 4582 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 19 contains 48268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104206016.000000 Penalty: 44105.894531
Iteration 29Q: 14 clusters Score -1.04206e+08 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 5 contains 32857 members 
Mstep: Class 7 contains 4425 members 
Mstep: Class 9 contains 4224 members 
Mstep: Class 10 contains 282617 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 330760 members 
Mstep: Class 13 contains 56433 members 
Mstep: Class 14 contains 7234 members 
Mstep: Class 15 contains 98983 members 
Mstep: Class 16 contains 4585 members 
Mstep: Class 17 contains 266 members 
Mstep: Class 19 contains 49343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104207792.000000 Penalty: 44105.894531
Iteration 30Q: 14 clusters Score -1.042078e+08 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 5 contains 33021 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 9 contains 4230 members 
Mstep: Class 10 contains 280644 members 
Mstep: Class 11 contains 1257 members 
Mstep: Class 12 contains 329157 members 
Mstep: Class 13 contains 57100 members 
Mstep: Class 14 contains 7132 members 
Mstep: Class 15 contains 100882 members 
Mstep: Class 16 contains 4581 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 19 contains 50284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104210256.000000 Penalty: 44105.894531
Iteration 31Q: 14 clusters Score -1.042103e+08 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 5 contains 33207 members 
Mstep: Class 7 contains 4428 members 
Mstep: Class 9 contains 4226 members 
Mstep: Class 10 contains 278806 members 
Mstep: Class 11 contains 1258 members 
Mstep: Class 12 contains 327591 members 
Mstep: Class 13 contains 57757 members 
Mstep: Class 14 contains 7036 members 
Mstep: Class 15 contains 102640 members 
Mstep: Class 16 contains 4587 members 
Mstep: Class 17 contains 271 members 
Mstep: Class 19 contains 51178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104211872.000000 Penalty: 44105.894531
Iteration 32Q: 14 clusters Score -1.042119e+08 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 5 contains 33473 members 
Mstep: Class 7 contains 4430 members 
Mstep: Class 9 contains 4226 members 
Mstep: Class 10 contains 277097 members 
Mstep: Class 11 contains 1260 members 
Mstep: Class 12 contains 326034 members 
Mstep: Class 13 contains 58307 members 
Mstep: Class 14 contains 6958 members 
Mstep: Class 15 contains 104303 members 
Mstep: Class 16 contains 4587 members 
Mstep: Class 17 contains 271 members 
Mstep: Class 19 contains 52041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104213696.000000 Penalty: 44105.894531
Iteration 33Q: 14 clusters Score -1.042137e+08 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 677 members 
Mstep: Class 5 contains 33720 members 
Mstep: Class 7 contains 4433 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 10 contains 275333 members 
Mstep: Class 11 contains 1262 members 
Mstep: Class 12 contains 324771 members 
Mstep: Class 13 contains 58812 members 
Mstep: Class 14 contains 6901 members 
Mstep: Class 15 contains 105903 members 
Mstep: Class 16 contains 4589 members 
Mstep: Class 17 contains 271 members 
Mstep: Class 19 contains 52769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104215080.000000 Penalty: 44105.894531
Iteration 34Q: 14 clusters Score -1.042151e+08 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 5 contains 33985 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 10 contains 273576 members 
Mstep: Class 11 contains 1262 members 
Mstep: Class 12 contains 323614 members 
Mstep: Class 13 contains 59291 members 
Mstep: Class 14 contains 6847 members 
Mstep: Class 15 contains 107494 members 
Mstep: Class 16 contains 4586 members 
Mstep: Class 17 contains 271 members 
Mstep: Class 19 contains 53403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104217056.000000 Penalty: 44105.894531
Iteration 35Q: 14 clusters Score -1.042171e+08 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 675 members 
Mstep: Class 5 contains 34305 members 
Mstep: Class 7 contains 4441 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 10 contains 271832 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 322678 members 
Mstep: Class 13 contains 59738 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 108951 members 
Mstep: Class 16 contains 4589 members 
Mstep: Class 17 contains 271 members 
Mstep: Class 19 contains 53915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104218496.000000 Penalty: 44105.894531
Iteration 36Q: 14 clusters Score -1.042185e+08 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 675 members 
Mstep: Class 5 contains 34616 members 
Mstep: Class 7 contains 4448 members 
Mstep: Class 9 contains 4226 members 
Mstep: Class 10 contains 270276 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 321697 members 
Mstep: Class 13 contains 60169 members 
Mstep: Class 14 contains 6723 members 
Mstep: Class 15 contains 110326 members 
Mstep: Class 16 contains 4594 members 
Mstep: Class 17 contains 272 members 
Mstep: Class 19 contains 54381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104219600.000000 Penalty: 44105.894531
Iteration 37Q: 14 clusters Score -1.042196e+08 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 675 members 
Mstep: Class 5 contains 34931 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 9 contains 4227 members 
Mstep: Class 10 contains 268758 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 320761 members 
Mstep: Class 13 contains 60616 members 
Mstep: Class 14 contains 6674 members 
Mstep: Class 15 contains 111673 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 273 members 
Mstep: Class 19 contains 54774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104221192.000000 Penalty: 44105.894531
Iteration 38Q: 14 clusters Score -1.042212e+08 nChanged 5552
Entering ConstructFrom: 
Score: -104221192.000000 Penalty: 44105.894531
Entering ConstructFrom: 
Trying to split cluster 2 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -62281.843750 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -62281.84 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 333 members 
Entering Unmasked Estep 
Score: -60770.539062 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -60770.54 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61034.789062 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -61034.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61142.347656 Penalty: 3231.297607
	Iteration 2Q: 3 clusters Score -61142.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61239.195312 Penalty: 3231.297607
	Iteration 3Q: 3 clusters Score -61239.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61337.550781 Penalty: 3231.297607
	Iteration 4Q: 3 clusters Score -61337.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61450.300781 Penalty: 3231.297607
	Iteration 5F: 3 clusters Score -61450.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -61605.253906 Penalty: 3231.297607
	Iteration 6F: 3 clusters Score -61605.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61871.777344 Penalty: 3231.297607
	Iteration 7F: 3 clusters Score -61871.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -62074.914062 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -62074.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62267.246094 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -62267.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -62321.937500 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -62321.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -62351.203125 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -62351.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -62359.773438 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -62359.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -62390.437500 Penalty: 3231.297607
	Iteration 13F: 3 clusters Score -62390.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -62507.964844 Penalty: 3231.297607
	Iteration 14Q: 3 clusters Score -62507.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62608.503906 Penalty: 3231.297607
	Iteration 15Q: 3 clusters Score -62608.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -62701.285156 Penalty: 3231.297607
	Iteration 16Q: 3 clusters Score -62701.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -62796.722656 Penalty: 3231.297607
	Iteration 17Q: 3 clusters Score -62796.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62845.433594 Penalty: 3231.297607
	Iteration 18Q: 3 clusters Score -62845.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62861.671875 Penalty: 3231.297607
	Iteration 19Q: 3 clusters Score -62861.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62866.230469 Penalty: 3231.297607
	Iteration 20F: 3 clusters Score -62866.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62868.136719 Penalty: 3231.297607
	Iteration 21Q: 3 clusters Score -62868.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62871.476562 Penalty: 3231.297607
	Iteration 22Q: 3 clusters Score -62871.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62873.847656 Penalty: 3231.297607
	Iteration 23Q: 3 clusters Score -62873.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62878.019531 Penalty: 3231.297607
	Iteration 24Q: 3 clusters Score -62878.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62889.914062 Penalty: 3231.297607
	Iteration 25Q: 3 clusters Score -62889.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62900.222656 Penalty: 3231.297607
	Iteration 26Q: 3 clusters Score -62900.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62902.496094 Penalty: 3231.297607
	Iteration 27Q: 3 clusters Score -62902.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62902.496094 Penalty: 3231.297607
	Iteration 28F: 3 clusters Score -62902.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 437 members 
Mstep: Class 5 contains 35237 members 
Mstep: Class 7 contains 4446 members 
Mstep: Class 9 contains 4227 members 
Mstep: Class 10 contains 267378 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 319735 members 
Mstep: Class 13 contains 61041 members 
Mstep: Class 14 contains 6633 members 
Mstep: Class 15 contains 113020 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 274 members 
Mstep: Class 19 contains 55143 members 
Entering Unmasked Estep 
Score: -104220728.000000 Penalty: 47498.656250
Splitting cluster 2 changes total score from -104221192.000000 to -104220728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (35237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Entering Unmasked Estep 
Score: -4292542.000000 Penalty: 2596.523193
	Iteration 0F: 2 clusters Score -4292542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -4268493.500000 Penalty: 5193.046387
	Iteration 0F: 3 clusters Score -4268494 nChanged 15983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -4277427.500000 Penalty: 5193.046387
	Iteration 1F: 3 clusters Score -4277428 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -4277997.000000 Penalty: 5193.046387
	Iteration 2Q: 3 clusters Score -4277997 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -4278573.500000 Penalty: 5193.046387
	Iteration 3Q: 3 clusters Score -4278574 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -4279169.000000 Penalty: 5193.046387
	Iteration 4Q: 3 clusters Score -4279169 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -4279844.000000 Penalty: 5193.046387
	Iteration 5Q: 3 clusters Score -4279844 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -4280735.000000 Penalty: 5193.046387
	Iteration 6Q: 3 clusters Score -4280735 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -4281920.500000 Penalty: 5193.046387
	Iteration 7F: 3 clusters Score -4281920 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4283422.000000 Penalty: 5193.046387
	Iteration 8F: 3 clusters Score -4283422 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -4285241.000000 Penalty: 5193.046387
	Iteration 9F: 3 clusters Score -4285241 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -4286644.500000 Penalty: 5193.046387
	Iteration 10F: 3 clusters Score -4286644 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -4287528.000000 Penalty: 5193.046387
	Iteration 11Q: 3 clusters Score -4287528 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -4287928.000000 Penalty: 5193.046387
	Iteration 12Q: 3 clusters Score -4287928 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -4288224.000000 Penalty: 5193.046387
	Iteration 13Q: 3 clusters Score -4288224 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -4288415.500000 Penalty: 5193.046387
	Iteration 14Q: 3 clusters Score -4288416 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -4288558.500000 Penalty: 5193.046387
	Iteration 15Q: 3 clusters Score -4288558 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -4288669.000000 Penalty: 5193.046387
	Iteration 16Q: 3 clusters Score -4288669 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -4288752.500000 Penalty: 5193.046387
	Iteration 17Q: 3 clusters Score -4288752 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -4288829.000000 Penalty: 5193.046387
	Iteration 18Q: 3 clusters Score -4288829 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -4288892.000000 Penalty: 5193.046387
	Iteration 19Q: 3 clusters Score -4288892 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -4288916.500000 Penalty: 5193.046387
	Iteration 20F: 3 clusters Score -4288916 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -4288978.500000 Penalty: 5193.046387
	Iteration 21Q: 3 clusters Score -4288978 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -4289036.500000 Penalty: 5193.046387
	Iteration 22Q: 3 clusters Score -4289036 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -4289065.000000 Penalty: 5193.046387
	Iteration 23Q: 3 clusters Score -4289065 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -4289090.000000 Penalty: 5193.046387
	Iteration 24Q: 3 clusters Score -4289090 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -4289132.500000 Penalty: 5193.046387
	Iteration 25Q: 3 clusters Score -4289132 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -4289151.500000 Penalty: 5193.046387
	Iteration 26Q: 3 clusters Score -4289152 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -4289176.000000 Penalty: 5193.046387
	Iteration 27Q: 3 clusters Score -4289176 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -4289197.000000 Penalty: 5193.046387
	Iteration 28Q: 3 clusters Score -4289197 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -4289213.500000 Penalty: 5193.046387
	Iteration 29Q: 3 clusters Score -4289214 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -4289252.500000 Penalty: 5193.046387
	Iteration 30Q: 3 clusters Score -4289252 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -4289273.500000 Penalty: 5193.046387
	Iteration 31Q: 3 clusters Score -4289274 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -4289302.500000 Penalty: 5193.046387
	Iteration 32Q: 3 clusters Score -4289302 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -4289317.500000 Penalty: 5193.046387
	Iteration 33Q: 3 clusters Score -4289318 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -4289340.000000 Penalty: 5193.046387
	Iteration 34Q: 3 clusters Score -4289340 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -4289367.500000 Penalty: 5193.046387
	Iteration 35Q: 3 clusters Score -4289368 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -4289383.500000 Penalty: 5193.046387
	Iteration 36Q: 3 clusters Score -4289384 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -4289397.000000 Penalty: 5193.046387
	Iteration 37Q: 3 clusters Score -4289397 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -4289428.000000 Penalty: 5193.046387
	Iteration 38Q: 3 clusters Score -4289428 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -4289442.000000 Penalty: 5193.046387
	Iteration 39Q: 3 clusters Score -4289442 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -4289461.000000 Penalty: 5193.046387
	Iteration 40F: 3 clusters Score -4289461 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -4289475.000000 Penalty: 5193.046387
	Iteration 41Q: 3 clusters Score -4289475 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -4289505.500000 Penalty: 5193.046387
	Iteration 42Q: 3 clusters Score -4289506 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -4289525.500000 Penalty: 5193.046387
	Iteration 43Q: 3 clusters Score -4289526 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -4289535.500000 Penalty: 5193.046387
	Iteration 44Q: 3 clusters Score -4289536 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -4289550.000000 Penalty: 5193.046387
	Iteration 45Q: 3 clusters Score -4289550 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -4289555.000000 Penalty: 5193.046387
	Iteration 46Q: 3 clusters Score -4289555 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -4289576.500000 Penalty: 5193.046387
	Iteration 47Q: 3 clusters Score -4289576 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -4289594.500000 Penalty: 5193.046387
	Iteration 48Q: 3 clusters Score -4289594 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -4289616.500000 Penalty: 5193.046387
	Iteration 49Q: 3 clusters Score -4289616 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -4289637.000000 Penalty: 5193.046387
	Iteration 50Q: 3 clusters Score -4289637 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -4289665.500000 Penalty: 5193.046387
	Iteration 51Q: 3 clusters Score -4289666 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -4289667.500000 Penalty: 5193.046387
	Iteration 52Q: 3 clusters Score -4289668 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -4289682.000000 Penalty: 5193.046387
	Iteration 53Q: 3 clusters Score -4289682 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -4289698.000000 Penalty: 5193.046387
	Iteration 54Q: 3 clusters Score -4289698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -4289718.000000 Penalty: 5193.046387
	Iteration 55Q: 3 clusters Score -4289718 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -4289735.000000 Penalty: 5193.046387
	Iteration 56Q: 3 clusters Score -4289735 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -4289750.000000 Penalty: 5193.046387
	Iteration 57Q: 3 clusters Score -4289750 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -4289763.500000 Penalty: 5193.046387
	Iteration 58Q: 3 clusters Score -4289764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -4289765.500000 Penalty: 5193.046387
	Iteration 59Q: 3 clusters Score -4289766 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -4289765.000000 Penalty: 5193.046387
	Iteration 60F: 3 clusters Score -4289765 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -4289775.500000 Penalty: 5193.046387
	Iteration 61Q: 3 clusters Score -4289776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -4289786.500000 Penalty: 5193.046387
	Iteration 62Q: 3 clusters Score -4289786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -4289789.500000 Penalty: 5193.046387
	Iteration 63Q: 3 clusters Score -4289790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -4289793.000000 Penalty: 5193.046387
	Iteration 64Q: 3 clusters Score -4289793 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -4289799.000000 Penalty: 5193.046387
	Iteration 65Q: 3 clusters Score -4289799 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -4289799.000000 Penalty: 5193.046387
	Iteration 66Q: 3 clusters Score -4289799 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -4289796.000000 Penalty: 5193.046387
	Iteration 67Q: 3 clusters Score -4289796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -4289802.500000 Penalty: 5193.046387
	Iteration 68Q: 3 clusters Score -4289802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -4289802.000000 Penalty: 5193.046387
	Iteration 69Q: 3 clusters Score -4289802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -4289806.500000 Penalty: 5193.046387
	Iteration 70Q: 3 clusters Score -4289806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -4289817.500000 Penalty: 5193.046387
	Iteration 71Q: 3 clusters Score -4289818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -4289815.000000 Penalty: 5193.046387
	Iteration 72Q: 3 clusters Score -4289815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -4289822.000000 Penalty: 5193.046387
	Iteration 73Q: 3 clusters Score -4289822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -4289826.000000 Penalty: 5193.046387
	Iteration 74Q: 3 clusters Score -4289826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -4289831.500000 Penalty: 5193.046387
	Iteration 75Q: 3 clusters Score -4289832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -4289831.500000 Penalty: 5193.046387
	Iteration 76Q: 3 clusters Score -4289832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -4289833.500000 Penalty: 5193.046387
	Iteration 77Q: 3 clusters Score -4289834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -4289840.000000 Penalty: 5193.046387
	Iteration 78Q: 3 clusters Score -4289840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -4289853.000000 Penalty: 5193.046387
	Iteration 79Q: 3 clusters Score -4289853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -4289854.000000 Penalty: 5193.046387
	Iteration 80F: 3 clusters Score -4289854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -4289861.500000 Penalty: 5193.046387
	Iteration 81Q: 3 clusters Score -4289862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -4289859.000000 Penalty: 5193.046387
	Iteration 82Q: 3 clusters Score -4289859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -4289858.500000 Penalty: 5193.046387
	Iteration 83Q: 3 clusters Score -4289858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -4289861.500000 Penalty: 5193.046387
	Iteration 84Q: 3 clusters Score -4289862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -4289867.000000 Penalty: 5193.046387
	Iteration 85Q: 3 clusters Score -4289867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -4289860.000000 Penalty: 5193.046387
	Iteration 86Q: 3 clusters Score -4289860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -4289871.000000 Penalty: 5193.046387
	Iteration 87Q: 3 clusters Score -4289871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -4289865.500000 Penalty: 5193.046387
	Iteration 88Q: 3 clusters Score -4289866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -4289869.500000 Penalty: 5193.046387
	Iteration 89Q: 3 clusters Score -4289870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -4289872.000000 Penalty: 5193.046387
	Iteration 90Q: 3 clusters Score -4289872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -4289876.000000 Penalty: 5193.046387
	Iteration 91Q: 3 clusters Score -4289876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -4289870.500000 Penalty: 5193.046387
	Iteration 92Q: 3 clusters Score -4289870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -4289867.000000 Penalty: 5193.046387
	Iteration 93Q: 3 clusters Score -4289867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -4289865.500000 Penalty: 5193.046387
	Iteration 94Q: 3 clusters Score -4289866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -4289867.000000 Penalty: 5193.046387
	Iteration 95Q: 3 clusters Score -4289867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -4289865.500000 Penalty: 5193.046387
	Iteration 96Q: 3 clusters Score -4289866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -4289869.500000 Penalty: 5193.046387
	Iteration 97Q: 3 clusters Score -4289870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -4289868.000000 Penalty: 5193.046387
	Iteration 98Q: 3 clusters Score -4289868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -4289868.000000 Penalty: 5193.046387
	Iteration 99Q: 3 clusters Score -4289868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -4289873.000000 Penalty: 5193.046387
	Iteration 100F: 3 clusters Score -4289873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -4289874.000000 Penalty: 5193.046387
	Iteration 101Q: 3 clusters Score -4289874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -4289869.500000 Penalty: 5193.046387
	Iteration 102Q: 3 clusters Score -4289870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -4289872.000000 Penalty: 5193.046387
	Iteration 103Q: 3 clusters Score -4289872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -4289872.000000 Penalty: 5193.046387
	Iteration 104F: 3 clusters Score -4289872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Entering Unmasked Estep 
Score: -494178.062500 Penalty: 2083.140625
	Iteration 0F: 2 clusters Score -494178.1 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 2244 members 
Entering Unmasked Estep 
Score: -490162.312500 Penalty: 4166.281250
	Iteration 0F: 3 clusters Score -490162.3 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -491678.031250 Penalty: 4166.281250
	Iteration 1F: 3 clusters Score -491678 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -492260.937500 Penalty: 4166.281250
	Iteration 2F: 3 clusters Score -492260.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -492628.218750 Penalty: 4166.281250
	Iteration 3F: 3 clusters Score -492628.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -493011.656250 Penalty: 4166.281250
	Iteration 4F: 3 clusters Score -493011.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -493454.968750 Penalty: 4166.281250
	Iteration 5F: 3 clusters Score -493455 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -493929.968750 Penalty: 4166.281250
	Iteration 6F: 3 clusters Score -493930 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -494319.656250 Penalty: 4166.281250
	Iteration 7F: 3 clusters Score -494319.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -494631.187500 Penalty: 4166.281250
	Iteration 8Q: 3 clusters Score -494631.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -494844.500000 Penalty: 4166.281250
	Iteration 9Q: 3 clusters Score -494844.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -495013.500000 Penalty: 4166.281250
	Iteration 10Q: 3 clusters Score -495013.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -495105.156250 Penalty: 4166.281250
	Iteration 11Q: 3 clusters Score -495105.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -495156.656250 Penalty: 4166.281250
	Iteration 12Q: 3 clusters Score -495156.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -495170.468750 Penalty: 4166.281250
	Iteration 13Q: 3 clusters Score -495170.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -495182.906250 Penalty: 4166.281250
	Iteration 14Q: 3 clusters Score -495182.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -495185.968750 Penalty: 4166.281250
	Iteration 15Q: 3 clusters Score -495186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -495188.937500 Penalty: 4166.281250
	Iteration 16Q: 3 clusters Score -495188.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -495189.875000 Penalty: 4166.281250
	Iteration 17Q: 3 clusters Score -495189.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -495485.937500 Penalty: 4166.281250
	Iteration 18F: 3 clusters Score -495485.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -495765.031250 Penalty: 4166.281250
	Iteration 19Q: 3 clusters Score -495765 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -495823.000000 Penalty: 4166.281250
	Iteration 20F: 3 clusters Score -495823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -495832.875000 Penalty: 4166.281250
	Iteration 21Q: 3 clusters Score -495832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -495838.125000 Penalty: 4166.281250
	Iteration 22Q: 3 clusters Score -495838.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -495837.906250 Penalty: 4166.281250
	Iteration 23Q: 3 clusters Score -495837.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -495837.906250 Penalty: 4166.281250
	Iteration 24F: 3 clusters Score -495837.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 675 members 
Mstep: Class 5 contains 35237 members 
Mstep: Class 7 contains 3959 members 
Mstep: Class 9 contains 4227 members 
Mstep: Class 10 contains 267378 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 319735 members 
Mstep: Class 13 contains 61041 members 
Mstep: Class 14 contains 6633 members 
Mstep: Class 15 contains 113020 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 274 members 
Mstep: Class 19 contains 55143 members 
Entering Unmasked Estep 
Score: -104222136.000000 Penalty: 47498.656250
Splitting cluster 7 changes total score from -104221192.000000 to -104222136.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 9 (4227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Entering Unmasked Estep 
Score: -443947.906250 Penalty: 2070.613525
	Iteration 0F: 2 clusters Score -443947.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -439997.031250 Penalty: 4141.227051
	Iteration 0F: 3 clusters Score -439997 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -441859.406250 Penalty: 4141.227051
	Iteration 1F: 3 clusters Score -441859.4 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -443784.656250 Penalty: 4141.227051
	Iteration 2F: 3 clusters Score -443784.7 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -445545.031250 Penalty: 4141.227051
	Iteration 3F: 3 clusters Score -445545 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -446525.875000 Penalty: 4141.227051
	Iteration 4F: 3 clusters Score -446525.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -446755.468750 Penalty: 4141.227051
	Iteration 5Q: 3 clusters Score -446755.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -446820.343750 Penalty: 4141.227051
	Iteration 6Q: 3 clusters Score -446820.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -446855.531250 Penalty: 4141.227051
	Iteration 7Q: 3 clusters Score -446855.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -446873.375000 Penalty: 4141.227051
	Iteration 8Q: 3 clusters Score -446873.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -446880.156250 Penalty: 4141.227051
	Iteration 9Q: 3 clusters Score -446880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -446880.687500 Penalty: 4141.227051
	Iteration 10Q: 3 clusters Score -446880.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -446880.250000 Penalty: 4141.227051
	Iteration 11Q: 3 clusters Score -446880.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -446880.250000 Penalty: 4141.227051
	Iteration 12F: 3 clusters Score -446880.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 675 members 
Mstep: Class 3 contains 1949 members 
Mstep: Class 5 contains 35237 members 
Mstep: Class 7 contains 3959 members 
Mstep: Class 9 contains 2278 members 
Mstep: Class 10 contains 267378 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 319735 members 
Mstep: Class 13 contains 61041 members 
Mstep: Class 14 contains 6633 members 
Mstep: Class 15 contains 113020 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 274 members 
Mstep: Class 19 contains 55143 members 
Entering Unmasked Estep 
Score: -104223784.000000 Penalty: 50891.417969
Splitting cluster 9 changes total score from -104221192.000000 to -104223784.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 10 (267378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267378 members 
Entering Unmasked Estep 
Score: -32418974.000000 Penalty: 3099.111816
	Iteration 0F: 2 clusters Score -3.241897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133931 members 
Mstep: Class 2 contains 133447 members 
Entering Unmasked Estep 
Score: -32263672.000000 Penalty: 6198.223633
	Iteration 0F: 3 clusters Score -3.226367e+07 nChanged 129031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138432 members 
Mstep: Class 2 contains 128946 members 
Entering Unmasked Estep 
Score: -32342330.000000 Penalty: 6198.223633
	Iteration 1F: 3 clusters Score -3.234233e+07 nChanged 11204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141478 members 
Mstep: Class 2 contains 125900 members 
Entering Unmasked Estep 
Score: -32347644.000000 Penalty: 6198.223633
	Iteration 2Q: 3 clusters Score -3.234764e+07 nChanged 13349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145037 members 
Mstep: Class 2 contains 122341 members 
Entering Unmasked Estep 
Score: -32355392.000000 Penalty: 6198.223633
	Iteration 3Q: 3 clusters Score -3.235539e+07 nChanged 15416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148351 members 
Mstep: Class 2 contains 119027 members 
Entering Unmasked Estep 
Score: -32365128.000000 Penalty: 6198.223633
	Iteration 4F: 3 clusters Score -3.236513e+07 nChanged 17209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150656 members 
Mstep: Class 2 contains 116722 members 
Entering Unmasked Estep 
Score: -32376998.000000 Penalty: 6198.223633
	Iteration 5F: 3 clusters Score -3.2377e+07 nChanged 18032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151232 members 
Mstep: Class 2 contains 116146 members 
Entering Unmasked Estep 
Score: -32388824.000000 Penalty: 6198.223633
	Iteration 6F: 3 clusters Score -3.238882e+07 nChanged 17282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150582 members 
Mstep: Class 2 contains 116796 members 
Entering Unmasked Estep 
Score: -32399848.000000 Penalty: 6198.223633
	Iteration 7F: 3 clusters Score -3.239985e+07 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149725 members 
Mstep: Class 2 contains 117653 members 
Entering Unmasked Estep 
Score: -32406768.000000 Penalty: 6198.223633
	Iteration 8F: 3 clusters Score -3.240677e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149398 members 
Mstep: Class 2 contains 117980 members 
Entering Unmasked Estep 
Score: -32409928.000000 Penalty: 6198.223633
	Iteration 9Q: 3 clusters Score -3.240993e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149512 members 
Mstep: Class 2 contains 117866 members 
Entering Unmasked Estep 
Score: -32411190.000000 Penalty: 6198.223633
	Iteration 10Q: 3 clusters Score -3.241119e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149769 members 
Mstep: Class 2 contains 117609 members 
Entering Unmasked Estep 
Score: -32411956.000000 Penalty: 6198.223633
	Iteration 11Q: 3 clusters Score -3.241196e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149887 members 
Mstep: Class 2 contains 117491 members 
Entering Unmasked Estep 
Score: -32412350.000000 Penalty: 6198.223633
	Iteration 12Q: 3 clusters Score -3.241235e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149873 members 
Mstep: Class 2 contains 117505 members 
Entering Unmasked Estep 
Score: -32412656.000000 Penalty: 6198.223633
	Iteration 13Q: 3 clusters Score -3.241266e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149731 members 
Mstep: Class 2 contains 117647 members 
Entering Unmasked Estep 
Score: -32412864.000000 Penalty: 6198.223633
	Iteration 14Q: 3 clusters Score -3.241286e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149485 members 
Mstep: Class 2 contains 117893 members 
Entering Unmasked Estep 
Score: -32413128.000000 Penalty: 6198.223633
	Iteration 15Q: 3 clusters Score -3.241313e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149050 members 
Mstep: Class 2 contains 118328 members 
Entering Unmasked Estep 
Score: -32413454.000000 Penalty: 6198.223633
	Iteration 16Q: 3 clusters Score -3.241345e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148474 members 
Mstep: Class 2 contains 118904 members 
Entering Unmasked Estep 
Score: -32413802.000000 Penalty: 6198.223633
	Iteration 17Q: 3 clusters Score -3.24138e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147775 members 
Mstep: Class 2 contains 119603 members 
Entering Unmasked Estep 
Score: -32414262.000000 Penalty: 6198.223633
	Iteration 18Q: 3 clusters Score -3.241426e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147021 members 
Mstep: Class 2 contains 120357 members 
Entering Unmasked Estep 
Score: -32415028.000000 Penalty: 6198.223633
	Iteration 19Q: 3 clusters Score -3.241503e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146219 members 
Mstep: Class 2 contains 121159 members 
Entering Unmasked Estep 
Score: -32415470.000000 Penalty: 6198.223633
	Iteration 20F: 3 clusters Score -3.241547e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145260 members 
Mstep: Class 2 contains 122118 members 
Entering Unmasked Estep 
Score: -32416228.000000 Penalty: 6198.223633
	Iteration 21Q: 3 clusters Score -3.241623e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144257 members 
Mstep: Class 2 contains 123121 members 
Entering Unmasked Estep 
Score: -32416776.000000 Penalty: 6198.223633
	Iteration 22Q: 3 clusters Score -3.241678e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143262 members 
Mstep: Class 2 contains 124116 members 
Entering Unmasked Estep 
Score: -32417544.000000 Penalty: 6198.223633
	Iteration 23Q: 3 clusters Score -3.241754e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142222 members 
Mstep: Class 2 contains 125156 members 
Entering Unmasked Estep 
Score: -32418162.000000 Penalty: 6198.223633
	Iteration 24Q: 3 clusters Score -3.241816e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141122 members 
Mstep: Class 2 contains 126256 members 
Entering Unmasked Estep 
Score: -32418812.000000 Penalty: 6198.223633
	Iteration 25Q: 3 clusters Score -3.241881e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140056 members 
Mstep: Class 2 contains 127322 members 
Entering Unmasked Estep 
Score: -32419158.000000 Penalty: 6198.223633
	Iteration 26Q: 3 clusters Score -3.241916e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139021 members 
Mstep: Class 2 contains 128357 members 
Entering Unmasked Estep 
Score: -32419374.000000 Penalty: 6198.223633
	Iteration 27Q: 3 clusters Score -3.241937e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137895 members 
Mstep: Class 2 contains 129483 members 
Entering Unmasked Estep 
Score: -32419630.000000 Penalty: 6198.223633
	Iteration 28Q: 3 clusters Score -3.241963e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136786 members 
Mstep: Class 2 contains 130592 members 
Entering Unmasked Estep 
Score: -32419818.000000 Penalty: 6198.223633
	Iteration 29Q: 3 clusters Score -3.241982e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135619 members 
Mstep: Class 2 contains 131759 members 
Entering Unmasked Estep 
Score: -32419994.000000 Penalty: 6198.223633
	Iteration 30Q: 3 clusters Score -3.241999e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134316 members 
Mstep: Class 2 contains 133062 members 
Entering Unmasked Estep 
Score: -32420246.000000 Penalty: 6198.223633
	Iteration 31Q: 3 clusters Score -3.242025e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132970 members 
Mstep: Class 2 contains 134408 members 
Entering Unmasked Estep 
Score: -32420300.000000 Penalty: 6198.223633
	Iteration 32Q: 3 clusters Score -3.24203e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131587 members 
Mstep: Class 2 contains 135791 members 
Entering Unmasked Estep 
Score: -32420480.000000 Penalty: 6198.223633
	Iteration 33Q: 3 clusters Score -3.242048e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130167 members 
Mstep: Class 2 contains 137211 members 
Entering Unmasked Estep 
Score: -32420712.000000 Penalty: 6198.223633
	Iteration 34Q: 3 clusters Score -3.242071e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128653 members 
Mstep: Class 2 contains 138725 members 
Entering Unmasked Estep 
Score: -32420938.000000 Penalty: 6198.223633
	Iteration 35Q: 3 clusters Score -3.242094e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127038 members 
Mstep: Class 2 contains 140340 members 
Entering Unmasked Estep 
Score: -32421206.000000 Penalty: 6198.223633
	Iteration 36Q: 3 clusters Score -3.242121e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125351 members 
Mstep: Class 2 contains 142027 members 
Entering Unmasked Estep 
Score: -32421468.000000 Penalty: 6198.223633
	Iteration 37Q: 3 clusters Score -3.242147e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123506 members 
Mstep: Class 2 contains 143872 members 
Entering Unmasked Estep 
Score: -32421740.000000 Penalty: 6198.223633
	Iteration 38Q: 3 clusters Score -3.242174e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121552 members 
Mstep: Class 2 contains 145826 members 
Entering Unmasked Estep 
Score: -32422020.000000 Penalty: 6198.223633
	Iteration 39Q: 3 clusters Score -3.242202e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119522 members 
Mstep: Class 2 contains 147856 members 
Entering Unmasked Estep 
Score: -32422234.000000 Penalty: 6198.223633
	Iteration 40F: 3 clusters Score -3.242223e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117267 members 
Mstep: Class 2 contains 150111 members 
Entering Unmasked Estep 
Score: -32422578.000000 Penalty: 6198.223633
	Iteration 41Q: 3 clusters Score -3.242258e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114881 members 
Mstep: Class 2 contains 152497 members 
Entering Unmasked Estep 
Score: -32422894.000000 Penalty: 6198.223633
	Iteration 42Q: 3 clusters Score -3.242289e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112290 members 
Mstep: Class 2 contains 155088 members 
Entering Unmasked Estep 
Score: -32423256.000000 Penalty: 6198.223633
	Iteration 43Q: 3 clusters Score -3.242326e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109542 members 
Mstep: Class 2 contains 157836 members 
Entering Unmasked Estep 
Score: -32423752.000000 Penalty: 6198.223633
	Iteration 44Q: 3 clusters Score -3.242375e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106706 members 
Mstep: Class 2 contains 160672 members 
Entering Unmasked Estep 
Score: -32424200.000000 Penalty: 6198.223633
	Iteration 45Q: 3 clusters Score -3.24242e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103728 members 
Mstep: Class 2 contains 163650 members 
Entering Unmasked Estep 
Score: -32424496.000000 Penalty: 6198.223633
	Iteration 46Q: 3 clusters Score -3.24245e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100616 members 
Mstep: Class 2 contains 166762 members 
Entering Unmasked Estep 
Score: -32425070.000000 Penalty: 6198.223633
	Iteration 47Q: 3 clusters Score -3.242507e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97428 members 
Mstep: Class 2 contains 169950 members 
Entering Unmasked Estep 
Score: -32425982.000000 Penalty: 6198.223633
	Iteration 48Q: 3 clusters Score -3.242598e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94278 members 
Mstep: Class 2 contains 173100 members 
Entering Unmasked Estep 
Score: -32426726.000000 Penalty: 6198.223633
	Iteration 49Q: 3 clusters Score -3.242673e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91150 members 
Mstep: Class 2 contains 176228 members 
Entering Unmasked Estep 
Score: -32427580.000000 Penalty: 6198.223633
	Iteration 50Q: 3 clusters Score -3.242758e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87977 members 
Mstep: Class 2 contains 179401 members 
Entering Unmasked Estep 
Score: -32428712.000000 Penalty: 6198.223633
	Iteration 51Q: 3 clusters Score -3.242871e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84844 members 
Mstep: Class 2 contains 182534 members 
Entering Unmasked Estep 
Score: -32429866.000000 Penalty: 6198.223633
	Iteration 52Q: 3 clusters Score -3.242987e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 185479 members 
Entering Unmasked Estep 
Score: -32431200.000000 Penalty: 6198.223633
	Iteration 53Q: 3 clusters Score -3.24312e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79209 members 
Mstep: Class 2 contains 188169 members 
Entering Unmasked Estep 
Score: -32432184.000000 Penalty: 6198.223633
	Iteration 54Q: 3 clusters Score -3.243218e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 190565 members 
Entering Unmasked Estep 
Score: -32433066.000000 Penalty: 6198.223633
	Iteration 55Q: 3 clusters Score -3.243307e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74813 members 
Mstep: Class 2 contains 192565 members 
Entering Unmasked Estep 
Score: -32433862.000000 Penalty: 6198.223633
	Iteration 56Q: 3 clusters Score -3.243386e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 194160 members 
Entering Unmasked Estep 
Score: -32434352.000000 Penalty: 6198.223633
	Iteration 57Q: 3 clusters Score -3.243435e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71874 members 
Mstep: Class 2 contains 195504 members 
Entering Unmasked Estep 
Score: -32434642.000000 Penalty: 6198.223633
	Iteration 58Q: 3 clusters Score -3.243464e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70749 members 
Mstep: Class 2 contains 196629 members 
Entering Unmasked Estep 
Score: -32434942.000000 Penalty: 6198.223633
	Iteration 59Q: 3 clusters Score -3.243494e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69813 members 
Mstep: Class 2 contains 197565 members 
Entering Unmasked Estep 
Score: -32436244.000000 Penalty: 6198.223633
	Iteration 60F: 3 clusters Score -3.243624e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 199201 members 
Entering Unmasked Estep 
Score: -32437480.000000 Penalty: 6198.223633
	Iteration 61Q: 3 clusters Score -3.243748e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 200770 members 
Entering Unmasked Estep 
Score: -32437914.000000 Penalty: 6198.223633
	Iteration 62Q: 3 clusters Score -3.243791e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 202117 members 
Entering Unmasked Estep 
Score: -32438106.000000 Penalty: 6198.223633
	Iteration 63Q: 3 clusters Score -3.243811e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 203219 members 
Entering Unmasked Estep 
Score: -32438200.000000 Penalty: 6198.223633
	Iteration 64Q: 3 clusters Score -3.24382e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 204127 members 
Entering Unmasked Estep 
Score: -32438150.000000 Penalty: 6198.223633
	Iteration 65Q: 3 clusters Score -3.243815e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62448 members 
Mstep: Class 2 contains 204930 members 
Entering Unmasked Estep 
Score: -32438162.000000 Penalty: 6198.223633
	Iteration 66Q: 3 clusters Score -3.243816e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 205660 members 
Entering Unmasked Estep 
Score: -32438118.000000 Penalty: 6198.223633
	Iteration 67Q: 3 clusters Score -3.243812e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 206301 members 
Entering Unmasked Estep 
Score: -32438078.000000 Penalty: 6198.223633
	Iteration 68Q: 3 clusters Score -3.243808e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60482 members 
Mstep: Class 2 contains 206896 members 
Entering Unmasked Estep 
Score: -32438180.000000 Penalty: 6198.223633
	Iteration 69Q: 3 clusters Score -3.243818e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 207435 members 
Entering Unmasked Estep 
Score: -32438124.000000 Penalty: 6198.223633
	Iteration 70Q: 3 clusters Score -3.243812e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 207934 members 
Entering Unmasked Estep 
Score: -32438142.000000 Penalty: 6198.223633
	Iteration 71Q: 3 clusters Score -3.243814e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 208359 members 
Entering Unmasked Estep 
Score: -32438098.000000 Penalty: 6198.223633
	Iteration 72Q: 3 clusters Score -3.24381e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 208750 members 
Entering Unmasked Estep 
Score: -32438054.000000 Penalty: 6198.223633
	Iteration 73Q: 3 clusters Score -3.243805e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 209125 members 
Entering Unmasked Estep 
Score: -32437956.000000 Penalty: 6198.223633
	Iteration 74Q: 3 clusters Score -3.243796e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 209438 members 
Entering Unmasked Estep 
Score: -32437928.000000 Penalty: 6198.223633
	Iteration 75Q: 3 clusters Score -3.243793e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 209717 members 
Entering Unmasked Estep 
Score: -32437930.000000 Penalty: 6198.223633
	Iteration 76Q: 3 clusters Score -3.243793e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 209961 members 
Entering Unmasked Estep 
Score: -32437934.000000 Penalty: 6198.223633
	Iteration 77Q: 3 clusters Score -3.243793e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57200 members 
Mstep: Class 2 contains 210178 members 
Entering Unmasked Estep 
Score: -32437862.000000 Penalty: 6198.223633
	Iteration 78Q: 3 clusters Score -3.243786e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 210368 members 
Entering Unmasked Estep 
Score: -32437830.000000 Penalty: 6198.223633
	Iteration 79Q: 3 clusters Score -3.243783e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 210552 members 
Entering Unmasked Estep 
Score: -32437786.000000 Penalty: 6198.223633
	Iteration 80F: 3 clusters Score -3.243779e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 210728 members 
Entering Unmasked Estep 
Score: -32437802.000000 Penalty: 6198.223633
	Iteration 81Q: 3 clusters Score -3.24378e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 210894 members 
Entering Unmasked Estep 
Score: -32437738.000000 Penalty: 6198.223633
	Iteration 82Q: 3 clusters Score -3.243774e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 211055 members 
Entering Unmasked Estep 
Score: -32437706.000000 Penalty: 6198.223633
	Iteration 83Q: 3 clusters Score -3.243771e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 211185 members 
Entering Unmasked Estep 
Score: -32437660.000000 Penalty: 6198.223633
	Iteration 84Q: 3 clusters Score -3.243766e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 211290 members 
Entering Unmasked Estep 
Score: -32437636.000000 Penalty: 6198.223633
	Iteration 85Q: 3 clusters Score -3.243764e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 211380 members 
Entering Unmasked Estep 
Score: -32437620.000000 Penalty: 6198.223633
	Iteration 86Q: 3 clusters Score -3.243762e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 211452 members 
Entering Unmasked Estep 
Score: -32437648.000000 Penalty: 6198.223633
	Iteration 87Q: 3 clusters Score -3.243765e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 211513 members 
Entering Unmasked Estep 
Score: -32437672.000000 Penalty: 6198.223633
	Iteration 88Q: 3 clusters Score -3.243767e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 211564 members 
Entering Unmasked Estep 
Score: -32437664.000000 Penalty: 6198.223633
	Iteration 89Q: 3 clusters Score -3.243766e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 211602 members 
Entering Unmasked Estep 
Score: -32437622.000000 Penalty: 6198.223633
	Iteration 90Q: 3 clusters Score -3.243762e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55748 members 
Mstep: Class 2 contains 211630 members 
Entering Unmasked Estep 
Score: -32437604.000000 Penalty: 6198.223633
	Iteration 91Q: 3 clusters Score -3.24376e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55727 members 
Mstep: Class 2 contains 211651 members 
Entering Unmasked Estep 
Score: -32437598.000000 Penalty: 6198.223633
	Iteration 92Q: 3 clusters Score -3.24376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 211665 members 
Entering Unmasked Estep 
Score: -32437592.000000 Penalty: 6198.223633
	Iteration 93Q: 3 clusters Score -3.243759e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 211677 members 
Entering Unmasked Estep 
Score: -32437602.000000 Penalty: 6198.223633
	Iteration 94Q: 3 clusters Score -3.24376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 211688 members 
Entering Unmasked Estep 
Score: -32437604.000000 Penalty: 6198.223633
	Iteration 95Q: 3 clusters Score -3.24376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 211693 members 
Entering Unmasked Estep 
Score: -32437584.000000 Penalty: 6198.223633
	Iteration 96Q: 3 clusters Score -3.243758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 211699 members 
Entering Unmasked Estep 
Score: -32437590.000000 Penalty: 6198.223633
	Iteration 97Q: 3 clusters Score -3.243759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 211705 members 
Entering Unmasked Estep 
Score: -32437566.000000 Penalty: 6198.223633
	Iteration 98Q: 3 clusters Score -3.243757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 211708 members 
Entering Unmasked Estep 
Score: -32437568.000000 Penalty: 6198.223633
	Iteration 99Q: 3 clusters Score -3.243757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 211713 members 
Entering Unmasked Estep 
Score: -32437580.000000 Penalty: 6198.223633
	Iteration 100F: 3 clusters Score -3.243758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55661 members 
Mstep: Class 2 contains 211717 members 
Entering Unmasked Estep 
Score: -32437578.000000 Penalty: 6198.223633
	Iteration 101Q: 3 clusters Score -3.243758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55654 members 
Mstep: Class 2 contains 211724 members 
Entering Unmasked Estep 
Score: -32437584.000000 Penalty: 6198.223633
	Iteration 102Q: 3 clusters Score -3.243758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 211730 members 
Entering Unmasked Estep 
Score: -32437574.000000 Penalty: 6198.223633
	Iteration 103Q: 3 clusters Score -3.243757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 211732 members 
Entering Unmasked Estep 
Score: -32437572.000000 Penalty: 6198.223633
	Iteration 104Q: 3 clusters Score -3.243757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 211732 members 
Entering Unmasked Estep 
Score: -32437572.000000 Penalty: 6198.223633
	Iteration 105F: 3 clusters Score -3.243757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 675 members 
Mstep: Class 3 contains 1949 members 
Mstep: Class 4 contains 211732 members 
Mstep: Class 5 contains 35237 members 
Mstep: Class 7 contains 3959 members 
Mstep: Class 9 contains 2278 members 
Mstep: Class 10 contains 55646 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 319735 members 
Mstep: Class 13 contains 61041 members 
Mstep: Class 14 contains 6633 members 
Mstep: Class 15 contains 113020 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 274 members 
Mstep: Class 19 contains 55143 members 
Entering Unmasked Estep 
Score: -104242592.000000 Penalty: 54284.179688
Splitting cluster 10 changes total score from -104221192.000000 to -104242592.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 11 (1264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Entering Unmasked Estep 
Score: -123301.742188 Penalty: 1771.225098
	Iteration 0F: 2 clusters Score -123301.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -121351.781250 Penalty: 3542.450195
	Iteration 0F: 3 clusters Score -121351.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -122211.437500 Penalty: 3542.450195
	Iteration 1F: 3 clusters Score -122211.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -123057.593750 Penalty: 3542.450195
	Iteration 2F: 3 clusters Score -123057.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -123653.750000 Penalty: 3542.450195
	Iteration 3F: 3 clusters Score -123653.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -123936.765625 Penalty: 3542.450195
	Iteration 4F: 3 clusters Score -123936.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -124106.343750 Penalty: 3542.450195
	Iteration 5Q: 3 clusters Score -124106.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -124156.484375 Penalty: 3542.450195
	Iteration 6Q: 3 clusters Score -124156.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -124176.445312 Penalty: 3542.450195
	Iteration 7Q: 3 clusters Score -124176.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -124186.609375 Penalty: 3542.450195
	Iteration 8Q: 3 clusters Score -124186.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -124188.242188 Penalty: 3542.450195
	Iteration 9Q: 3 clusters Score -124188.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -124191.000000 Penalty: 3542.450195
	Iteration 10Q: 3 clusters Score -124191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -124192.406250 Penalty: 3542.450195
	Iteration 11Q: 3 clusters Score -124192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -124193.882812 Penalty: 3542.450195
	Iteration 12Q: 3 clusters Score -124193.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -124194.859375 Penalty: 3542.450195
	Iteration 13F: 3 clusters Score -124194.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -124215.195312 Penalty: 3542.450195
	Iteration 14Q: 3 clusters Score -124215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -124223.625000 Penalty: 3542.450195
	Iteration 15Q: 3 clusters Score -124223.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -124225.632812 Penalty: 3542.450195
	Iteration 16Q: 3 clusters Score -124225.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -124225.632812 Penalty: 3542.450195
	Iteration 17F: 3 clusters Score -124225.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 675 members 
Mstep: Class 3 contains 1949 members 
Mstep: Class 4 contains 211732 members 
Mstep: Class 5 contains 35237 members 
Mstep: Class 6 contains 976 members 
Mstep: Class 7 contains 3959 members 
Mstep: Class 9 contains 2278 members 
Mstep: Class 10 contains 55646 members 
Mstep: Class 11 contains 288 members 
Mstep: Class 12 contains 319735 members 
Mstep: Class 13 contains 61041 members 
Mstep: Class 14 contains 6633 members 
Mstep: Class 15 contains 113020 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 274 members 
Mstep: Class 19 contains 55143 members 
Entering Unmasked Estep 
Score: -104241928.000000 Penalty: 57676.941406
Splitting cluster 11 changes total score from -104221192.000000 to -104241928.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 12 (319735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319735 members 
Entering Unmasked Estep 
Score: -38684332.000000 Penalty: 3143.461426
	Iteration 0F: 2 clusters Score -3.868433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159854 members 
Mstep: Class 2 contains 159881 members 
Entering Unmasked Estep 
Score: -38506792.000000 Penalty: 6286.922852
	Iteration 0F: 3 clusters Score -3.850679e+07 nChanged 155191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161161 members 
Mstep: Class 2 contains 158574 members 
Entering Unmasked Estep 
Score: -38599256.000000 Penalty: 6286.922852
	Iteration 1F: 3 clusters Score -3.859926e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160798 members 
Mstep: Class 2 contains 158937 members 
Entering Unmasked Estep 
Score: -38601220.000000 Penalty: 6286.922852
	Iteration 2Q: 3 clusters Score -3.860122e+07 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160106 members 
Mstep: Class 2 contains 159629 members 
Entering Unmasked Estep 
Score: -38603576.000000 Penalty: 6286.922852
	Iteration 3Q: 3 clusters Score -3.860358e+07 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158725 members 
Mstep: Class 2 contains 161010 members 
Entering Unmasked Estep 
Score: -38607004.000000 Penalty: 6286.922852
	Iteration 4Q: 3 clusters Score -3.8607e+07 nChanged 13373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156492 members 
Mstep: Class 2 contains 163243 members 
Entering Unmasked Estep 
Score: -38612416.000000 Penalty: 6286.922852
	Iteration 5Q: 3 clusters Score -3.861242e+07 nChanged 16405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153203 members 
Mstep: Class 2 contains 166532 members 
Entering Unmasked Estep 
Score: -38621548.000000 Penalty: 6286.922852
	Iteration 6F: 3 clusters Score -3.862155e+07 nChanged 19781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149286 members 
Mstep: Class 2 contains 170449 members 
Entering Unmasked Estep 
Score: -38635068.000000 Penalty: 6286.922852
	Iteration 7F: 3 clusters Score -3.863507e+07 nChanged 22200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145310 members 
Mstep: Class 2 contains 174425 members 
Entering Unmasked Estep 
Score: -38651408.000000 Penalty: 6286.922852
	Iteration 8F: 3 clusters Score -3.865141e+07 nChanged 21298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142206 members 
Mstep: Class 2 contains 177529 members 
Entering Unmasked Estep 
Score: -38664792.000000 Penalty: 6286.922852
	Iteration 9F: 3 clusters Score -3.866479e+07 nChanged 16044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140186 members 
Mstep: Class 2 contains 179549 members 
Entering Unmasked Estep 
Score: -38671500.000000 Penalty: 6286.922852
	Iteration 10F: 3 clusters Score -3.86715e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138711 members 
Mstep: Class 2 contains 181024 members 
Entering Unmasked Estep 
Score: -38674076.000000 Penalty: 6286.922852
	Iteration 11Q: 3 clusters Score -3.867408e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137402 members 
Mstep: Class 2 contains 182333 members 
Entering Unmasked Estep 
Score: -38675188.000000 Penalty: 6286.922852
	Iteration 12Q: 3 clusters Score -3.867519e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136267 members 
Mstep: Class 2 contains 183468 members 
Entering Unmasked Estep 
Score: -38676272.000000 Penalty: 6286.922852
	Iteration 13Q: 3 clusters Score -3.867627e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135336 members 
Mstep: Class 2 contains 184399 members 
Entering Unmasked Estep 
Score: -38676796.000000 Penalty: 6286.922852
	Iteration 14Q: 3 clusters Score -3.86768e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134613 members 
Mstep: Class 2 contains 185122 members 
Entering Unmasked Estep 
Score: -38677504.000000 Penalty: 6286.922852
	Iteration 15Q: 3 clusters Score -3.86775e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134081 members 
Mstep: Class 2 contains 185654 members 
Entering Unmasked Estep 
Score: -38677932.000000 Penalty: 6286.922852
	Iteration 16Q: 3 clusters Score -3.867793e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133729 members 
Mstep: Class 2 contains 186006 members 
Entering Unmasked Estep 
Score: -38678240.000000 Penalty: 6286.922852
	Iteration 17Q: 3 clusters Score -3.867824e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133428 members 
Mstep: Class 2 contains 186307 members 
Entering Unmasked Estep 
Score: -38678784.000000 Penalty: 6286.922852
	Iteration 18Q: 3 clusters Score -3.867878e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133332 members 
Mstep: Class 2 contains 186403 members 
Entering Unmasked Estep 
Score: -38679260.000000 Penalty: 6286.922852
	Iteration 19Q: 3 clusters Score -3.867926e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133385 members 
Mstep: Class 2 contains 186350 members 
Entering Unmasked Estep 
Score: -38679540.000000 Penalty: 6286.922852
	Iteration 20F: 3 clusters Score -3.867954e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133572 members 
Mstep: Class 2 contains 186163 members 
Entering Unmasked Estep 
Score: -38679768.000000 Penalty: 6286.922852
	Iteration 21Q: 3 clusters Score -3.867977e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133925 members 
Mstep: Class 2 contains 185810 members 
Entering Unmasked Estep 
Score: -38679988.000000 Penalty: 6286.922852
	Iteration 22Q: 3 clusters Score -3.867999e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134325 members 
Mstep: Class 2 contains 185410 members 
Entering Unmasked Estep 
Score: -38680156.000000 Penalty: 6286.922852
	Iteration 23Q: 3 clusters Score -3.868016e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134929 members 
Mstep: Class 2 contains 184806 members 
Entering Unmasked Estep 
Score: -38680520.000000 Penalty: 6286.922852
	Iteration 24Q: 3 clusters Score -3.868052e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135661 members 
Mstep: Class 2 contains 184074 members 
Entering Unmasked Estep 
Score: -38680508.000000 Penalty: 6286.922852
	Iteration 25Q: 3 clusters Score -3.868051e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136553 members 
Mstep: Class 2 contains 183182 members 
Entering Unmasked Estep 
Score: -38680712.000000 Penalty: 6286.922852
	Iteration 26Q: 3 clusters Score -3.868071e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137433 members 
Mstep: Class 2 contains 182302 members 
Entering Unmasked Estep 
Score: -38680964.000000 Penalty: 6286.922852
	Iteration 27Q: 3 clusters Score -3.868096e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138295 members 
Mstep: Class 2 contains 181440 members 
Entering Unmasked Estep 
Score: -38681364.000000 Penalty: 6286.922852
	Iteration 28Q: 3 clusters Score -3.868136e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139271 members 
Mstep: Class 2 contains 180464 members 
Entering Unmasked Estep 
Score: -38681584.000000 Penalty: 6286.922852
	Iteration 29Q: 3 clusters Score -3.868158e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140329 members 
Mstep: Class 2 contains 179406 members 
Entering Unmasked Estep 
Score: -38681828.000000 Penalty: 6286.922852
	Iteration 30Q: 3 clusters Score -3.868183e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141430 members 
Mstep: Class 2 contains 178305 members 
Entering Unmasked Estep 
Score: -38682132.000000 Penalty: 6286.922852
	Iteration 31Q: 3 clusters Score -3.868213e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142634 members 
Mstep: Class 2 contains 177101 members 
Entering Unmasked Estep 
Score: -38682580.000000 Penalty: 6286.922852
	Iteration 32Q: 3 clusters Score -3.868258e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143856 members 
Mstep: Class 2 contains 175879 members 
Entering Unmasked Estep 
Score: -38682720.000000 Penalty: 6286.922852
	Iteration 33Q: 3 clusters Score -3.868272e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145126 members 
Mstep: Class 2 contains 174609 members 
Entering Unmasked Estep 
Score: -38683004.000000 Penalty: 6286.922852
	Iteration 34Q: 3 clusters Score -3.8683e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146358 members 
Mstep: Class 2 contains 173377 members 
Entering Unmasked Estep 
Score: -38683188.000000 Penalty: 6286.922852
	Iteration 35Q: 3 clusters Score -3.868319e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147563 members 
Mstep: Class 2 contains 172172 members 
Entering Unmasked Estep 
Score: -38683220.000000 Penalty: 6286.922852
	Iteration 36Q: 3 clusters Score -3.868322e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148785 members 
Mstep: Class 2 contains 170950 members 
Entering Unmasked Estep 
Score: -38683216.000000 Penalty: 6286.922852
	Iteration 37Q: 3 clusters Score -3.868322e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150034 members 
Mstep: Class 2 contains 169701 members 
Entering Unmasked Estep 
Score: -38683356.000000 Penalty: 6286.922852
	Iteration 38Q: 3 clusters Score -3.868336e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151390 members 
Mstep: Class 2 contains 168345 members 
Entering Unmasked Estep 
Score: -38683568.000000 Penalty: 6286.922852
	Iteration 39Q: 3 clusters Score -3.868357e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152899 members 
Mstep: Class 2 contains 166836 members 
Entering Unmasked Estep 
Score: -38683796.000000 Penalty: 6286.922852
	Iteration 40F: 3 clusters Score -3.86838e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154510 members 
Mstep: Class 2 contains 165225 members 
Entering Unmasked Estep 
Score: -38683944.000000 Penalty: 6286.922852
	Iteration 41Q: 3 clusters Score -3.868394e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156194 members 
Mstep: Class 2 contains 163541 members 
Entering Unmasked Estep 
Score: -38684080.000000 Penalty: 6286.922852
	Iteration 42Q: 3 clusters Score -3.868408e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157794 members 
Mstep: Class 2 contains 161941 members 
Entering Unmasked Estep 
Score: -38684348.000000 Penalty: 6286.922852
	Iteration 43Q: 3 clusters Score -3.868435e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159305 members 
Mstep: Class 2 contains 160430 members 
Entering Unmasked Estep 
Score: -38684500.000000 Penalty: 6286.922852
	Iteration 44Q: 3 clusters Score -3.86845e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160884 members 
Mstep: Class 2 contains 158851 members 
Entering Unmasked Estep 
Score: -38684764.000000 Penalty: 6286.922852
	Iteration 45Q: 3 clusters Score -3.868476e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162360 members 
Mstep: Class 2 contains 157375 members 
Entering Unmasked Estep 
Score: -38685068.000000 Penalty: 6286.922852
	Iteration 46Q: 3 clusters Score -3.868507e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163700 members 
Mstep: Class 2 contains 156035 members 
Entering Unmasked Estep 
Score: -38685376.000000 Penalty: 6286.922852
	Iteration 47Q: 3 clusters Score -3.868538e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164993 members 
Mstep: Class 2 contains 154742 members 
Entering Unmasked Estep 
Score: -38685284.000000 Penalty: 6286.922852
	Iteration 48Q: 3 clusters Score -3.868528e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166205 members 
Mstep: Class 2 contains 153530 members 
Entering Unmasked Estep 
Score: -38685460.000000 Penalty: 6286.922852
	Iteration 49Q: 3 clusters Score -3.868546e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167273 members 
Mstep: Class 2 contains 152462 members 
Entering Unmasked Estep 
Score: -38685640.000000 Penalty: 6286.922852
	Iteration 50Q: 3 clusters Score -3.868564e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168274 members 
Mstep: Class 2 contains 151461 members 
Entering Unmasked Estep 
Score: -38685836.000000 Penalty: 6286.922852
	Iteration 51Q: 3 clusters Score -3.868584e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169256 members 
Mstep: Class 2 contains 150479 members 
Entering Unmasked Estep 
Score: -38685900.000000 Penalty: 6286.922852
	Iteration 52Q: 3 clusters Score -3.86859e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170102 members 
Mstep: Class 2 contains 149633 members 
Entering Unmasked Estep 
Score: -38685992.000000 Penalty: 6286.922852
	Iteration 53Q: 3 clusters Score -3.868599e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170919 members 
Mstep: Class 2 contains 148816 members 
Entering Unmasked Estep 
Score: -38686116.000000 Penalty: 6286.922852
	Iteration 54Q: 3 clusters Score -3.868612e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171675 members 
Mstep: Class 2 contains 148060 members 
Entering Unmasked Estep 
Score: -38686196.000000 Penalty: 6286.922852
	Iteration 55Q: 3 clusters Score -3.86862e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172418 members 
Mstep: Class 2 contains 147317 members 
Entering Unmasked Estep 
Score: -38686164.000000 Penalty: 6286.922852
	Iteration 56Q: 3 clusters Score -3.868616e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173161 members 
Mstep: Class 2 contains 146574 members 
Entering Unmasked Estep 
Score: -38686104.000000 Penalty: 6286.922852
	Iteration 57Q: 3 clusters Score -3.86861e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173858 members 
Mstep: Class 2 contains 145877 members 
Entering Unmasked Estep 
Score: -38685912.000000 Penalty: 6286.922852
	Iteration 58Q: 3 clusters Score -3.868591e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174472 members 
Mstep: Class 2 contains 145263 members 
Entering Unmasked Estep 
Score: -38685764.000000 Penalty: 6286.922852
	Iteration 59Q: 3 clusters Score -3.868576e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 144616 members 
Entering Unmasked Estep 
Score: -38685708.000000 Penalty: 6286.922852
	Iteration 60F: 3 clusters Score -3.868571e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175720 members 
Mstep: Class 2 contains 144015 members 
Entering Unmasked Estep 
Score: -38685648.000000 Penalty: 6286.922852
	Iteration 61Q: 3 clusters Score -3.868565e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176301 members 
Mstep: Class 2 contains 143434 members 
Entering Unmasked Estep 
Score: -38685556.000000 Penalty: 6286.922852
	Iteration 62Q: 3 clusters Score -3.868556e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176955 members 
Mstep: Class 2 contains 142780 members 
Entering Unmasked Estep 
Score: -38685424.000000 Penalty: 6286.922852
	Iteration 63Q: 3 clusters Score -3.868542e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177601 members 
Mstep: Class 2 contains 142134 members 
Entering Unmasked Estep 
Score: -38685480.000000 Penalty: 6286.922852
	Iteration 64Q: 3 clusters Score -3.868548e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178245 members 
Mstep: Class 2 contains 141490 members 
Entering Unmasked Estep 
Score: -38685208.000000 Penalty: 6286.922852
	Iteration 65Q: 3 clusters Score -3.868521e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178905 members 
Mstep: Class 2 contains 140830 members 
Entering Unmasked Estep 
Score: -38685324.000000 Penalty: 6286.922852
	Iteration 66Q: 3 clusters Score -3.868532e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179624 members 
Mstep: Class 2 contains 140111 members 
Entering Unmasked Estep 
Score: -38685144.000000 Penalty: 6286.922852
	Iteration 67Q: 3 clusters Score -3.868514e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180332 members 
Mstep: Class 2 contains 139403 members 
Entering Unmasked Estep 
Score: -38685064.000000 Penalty: 6286.922852
	Iteration 68Q: 3 clusters Score -3.868506e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181083 members 
Mstep: Class 2 contains 138652 members 
Entering Unmasked Estep 
Score: -38685048.000000 Penalty: 6286.922852
	Iteration 69Q: 3 clusters Score -3.868505e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181776 members 
Mstep: Class 2 contains 137959 members 
Entering Unmasked Estep 
Score: -38684916.000000 Penalty: 6286.922852
	Iteration 70Q: 3 clusters Score -3.868492e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182472 members 
Mstep: Class 2 contains 137263 members 
Entering Unmasked Estep 
Score: -38684876.000000 Penalty: 6286.922852
	Iteration 71Q: 3 clusters Score -3.868488e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183178 members 
Mstep: Class 2 contains 136557 members 
Entering Unmasked Estep 
Score: -38684884.000000 Penalty: 6286.922852
	Iteration 72Q: 3 clusters Score -3.868488e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183905 members 
Mstep: Class 2 contains 135830 members 
Entering Unmasked Estep 
Score: -38684768.000000 Penalty: 6286.922852
	Iteration 73Q: 3 clusters Score -3.868477e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184613 members 
Mstep: Class 2 contains 135122 members 
Entering Unmasked Estep 
Score: -38684756.000000 Penalty: 6286.922852
	Iteration 74Q: 3 clusters Score -3.868476e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185331 members 
Mstep: Class 2 contains 134404 members 
Entering Unmasked Estep 
Score: -38684648.000000 Penalty: 6286.922852
	Iteration 75Q: 3 clusters Score -3.868465e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186061 members 
Mstep: Class 2 contains 133674 members 
Entering Unmasked Estep 
Score: -38684632.000000 Penalty: 6286.922852
	Iteration 76Q: 3 clusters Score -3.868463e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186752 members 
Mstep: Class 2 contains 132983 members 
Entering Unmasked Estep 
Score: -38684620.000000 Penalty: 6286.922852
	Iteration 77Q: 3 clusters Score -3.868462e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187449 members 
Mstep: Class 2 contains 132286 members 
Entering Unmasked Estep 
Score: -38684624.000000 Penalty: 6286.922852
	Iteration 78Q: 3 clusters Score -3.868462e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188095 members 
Mstep: Class 2 contains 131640 members 
Entering Unmasked Estep 
Score: -38684424.000000 Penalty: 6286.922852
	Iteration 79Q: 3 clusters Score -3.868442e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188762 members 
Mstep: Class 2 contains 130973 members 
Entering Unmasked Estep 
Score: -38684340.000000 Penalty: 6286.922852
	Iteration 80F: 3 clusters Score -3.868434e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189424 members 
Mstep: Class 2 contains 130311 members 
Entering Unmasked Estep 
Score: -38684244.000000 Penalty: 6286.922852
	Iteration 81Q: 3 clusters Score -3.868424e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190065 members 
Mstep: Class 2 contains 129670 members 
Entering Unmasked Estep 
Score: -38684076.000000 Penalty: 6286.922852
	Iteration 82Q: 3 clusters Score -3.868408e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190728 members 
Mstep: Class 2 contains 129007 members 
Entering Unmasked Estep 
Score: -38684016.000000 Penalty: 6286.922852
	Iteration 83Q: 3 clusters Score -3.868402e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191347 members 
Mstep: Class 2 contains 128388 members 
Entering Unmasked Estep 
Score: -38684060.000000 Penalty: 6286.922852
	Iteration 84Q: 3 clusters Score -3.868406e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191975 members 
Mstep: Class 2 contains 127760 members 
Entering Unmasked Estep 
Score: -38683976.000000 Penalty: 6286.922852
	Iteration 85Q: 3 clusters Score -3.868398e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192600 members 
Mstep: Class 2 contains 127135 members 
Entering Unmasked Estep 
Score: -38683884.000000 Penalty: 6286.922852
	Iteration 86Q: 3 clusters Score -3.868388e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193245 members 
Mstep: Class 2 contains 126490 members 
Entering Unmasked Estep 
Score: -38683888.000000 Penalty: 6286.922852
	Iteration 87Q: 3 clusters Score -3.868389e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193841 members 
Mstep: Class 2 contains 125894 members 
Entering Unmasked Estep 
Score: -38683860.000000 Penalty: 6286.922852
	Iteration 88Q: 3 clusters Score -3.868386e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194449 members 
Mstep: Class 2 contains 125286 members 
Entering Unmasked Estep 
Score: -38683736.000000 Penalty: 6286.922852
	Iteration 89Q: 3 clusters Score -3.868374e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195006 members 
Mstep: Class 2 contains 124729 members 
Entering Unmasked Estep 
Score: -38683740.000000 Penalty: 6286.922852
	Iteration 90Q: 3 clusters Score -3.868374e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195548 members 
Mstep: Class 2 contains 124187 members 
Entering Unmasked Estep 
Score: -38683700.000000 Penalty: 6286.922852
	Iteration 91Q: 3 clusters Score -3.86837e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196079 members 
Mstep: Class 2 contains 123656 members 
Entering Unmasked Estep 
Score: -38683592.000000 Penalty: 6286.922852
	Iteration 92Q: 3 clusters Score -3.868359e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196645 members 
Mstep: Class 2 contains 123090 members 
Entering Unmasked Estep 
Score: -38683396.000000 Penalty: 6286.922852
	Iteration 93Q: 3 clusters Score -3.86834e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197264 members 
Mstep: Class 2 contains 122471 members 
Entering Unmasked Estep 
Score: -38683348.000000 Penalty: 6286.922852
	Iteration 94Q: 3 clusters Score -3.868335e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197837 members 
Mstep: Class 2 contains 121898 members 
Entering Unmasked Estep 
Score: -38683352.000000 Penalty: 6286.922852
	Iteration 95Q: 3 clusters Score -3.868335e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198352 members 
Mstep: Class 2 contains 121383 members 
Entering Unmasked Estep 
Score: -38683328.000000 Penalty: 6286.922852
	Iteration 96Q: 3 clusters Score -3.868333e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198862 members 
Mstep: Class 2 contains 120873 members 
Entering Unmasked Estep 
Score: -38683184.000000 Penalty: 6286.922852
	Iteration 97Q: 3 clusters Score -3.868318e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199332 members 
Mstep: Class 2 contains 120403 members 
Entering Unmasked Estep 
Score: -38683120.000000 Penalty: 6286.922852
	Iteration 98Q: 3 clusters Score -3.868312e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199752 members 
Mstep: Class 2 contains 119983 members 
Entering Unmasked Estep 
Score: -38682964.000000 Penalty: 6286.922852
	Iteration 99Q: 3 clusters Score -3.868296e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200157 members 
Mstep: Class 2 contains 119578 members 
Entering Unmasked Estep 
Score: -38682864.000000 Penalty: 6286.922852
	Iteration 100F: 3 clusters Score -3.868286e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200576 members 
Mstep: Class 2 contains 119159 members 
Entering Unmasked Estep 
Score: -38682860.000000 Penalty: 6286.922852
	Iteration 101Q: 3 clusters Score -3.868286e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200922 members 
Mstep: Class 2 contains 118813 members 
Entering Unmasked Estep 
Score: -38682788.000000 Penalty: 6286.922852
	Iteration 102Q: 3 clusters Score -3.868279e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201262 members 
Mstep: Class 2 contains 118473 members 
Entering Unmasked Estep 
Score: -38682696.000000 Penalty: 6286.922852
	Iteration 103Q: 3 clusters Score -3.86827e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201594 members 
Mstep: Class 2 contains 118141 members 
Entering Unmasked Estep 
Score: -38682588.000000 Penalty: 6286.922852
	Iteration 104Q: 3 clusters Score -3.868259e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201879 members 
Mstep: Class 2 contains 117856 members 
Entering Unmasked Estep 
Score: -38682524.000000 Penalty: 6286.922852
	Iteration 105Q: 3 clusters Score -3.868252e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202148 members 
Mstep: Class 2 contains 117587 members 
Entering Unmasked Estep 
Score: -38682440.000000 Penalty: 6286.922852
	Iteration 106Q: 3 clusters Score -3.868244e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202324 members 
Mstep: Class 2 contains 117411 members 
Entering Unmasked Estep 
Score: -38682380.000000 Penalty: 6286.922852
	Iteration 107Q: 3 clusters Score -3.868238e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202502 members 
Mstep: Class 2 contains 117233 members 
Entering Unmasked Estep 
Score: -38682356.000000 Penalty: 6286.922852
	Iteration 108Q: 3 clusters Score -3.868236e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202633 members 
Mstep: Class 2 contains 117102 members 
Entering Unmasked Estep 
Score: -38682248.000000 Penalty: 6286.922852
	Iteration 109Q: 3 clusters Score -3.868225e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202770 members 
Mstep: Class 2 contains 116965 members 
Entering Unmasked Estep 
Score: -38682204.000000 Penalty: 6286.922852
	Iteration 110Q: 3 clusters Score -3.86822e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202931 members 
Mstep: Class 2 contains 116804 members 
Entering Unmasked Estep 
Score: -38682152.000000 Penalty: 6286.922852
	Iteration 111Q: 3 clusters Score -3.868215e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203063 members 
Mstep: Class 2 contains 116672 members 
Entering Unmasked Estep 
Score: -38682084.000000 Penalty: 6286.922852
	Iteration 112Q: 3 clusters Score -3.868208e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203176 members 
Mstep: Class 2 contains 116559 members 
Entering Unmasked Estep 
Score: -38682028.000000 Penalty: 6286.922852
	Iteration 113Q: 3 clusters Score -3.868203e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203284 members 
Mstep: Class 2 contains 116451 members 
Entering Unmasked Estep 
Score: -38681968.000000 Penalty: 6286.922852
	Iteration 114Q: 3 clusters Score -3.868197e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203401 members 
Mstep: Class 2 contains 116334 members 
Entering Unmasked Estep 
Score: -38681956.000000 Penalty: 6286.922852
	Iteration 115Q: 3 clusters Score -3.868196e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203502 members 
Mstep: Class 2 contains 116233 members 
Entering Unmasked Estep 
Score: -38681964.000000 Penalty: 6286.922852
	Iteration 116Q: 3 clusters Score -3.868196e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203606 members 
Mstep: Class 2 contains 116129 members 
Entering Unmasked Estep 
Score: -38681940.000000 Penalty: 6286.922852
	Iteration 117Q: 3 clusters Score -3.868194e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203687 members 
Mstep: Class 2 contains 116048 members 
Entering Unmasked Estep 
Score: -38681936.000000 Penalty: 6286.922852
	Iteration 118Q: 3 clusters Score -3.868194e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203781 members 
Mstep: Class 2 contains 115954 members 
Entering Unmasked Estep 
Score: -38681840.000000 Penalty: 6286.922852
	Iteration 119Q: 3 clusters Score -3.868184e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203877 members 
Mstep: Class 2 contains 115858 members 
Entering Unmasked Estep 
Score: -38681756.000000 Penalty: 6286.922852
	Iteration 120F: 3 clusters Score -3.868176e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203953 members 
Mstep: Class 2 contains 115782 members 
Entering Unmasked Estep 
Score: -38681620.000000 Penalty: 6286.922852
	Iteration 121Q: 3 clusters Score -3.868162e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204049 members 
Mstep: Class 2 contains 115686 members 
Entering Unmasked Estep 
Score: -38681552.000000 Penalty: 6286.922852
	Iteration 122Q: 3 clusters Score -3.868155e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204147 members 
Mstep: Class 2 contains 115588 members 
Entering Unmasked Estep 
Score: -38681580.000000 Penalty: 6286.922852
	Iteration 123Q: 3 clusters Score -3.868158e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204233 members 
Mstep: Class 2 contains 115502 members 
Entering Unmasked Estep 
Score: -38681536.000000 Penalty: 6286.922852
	Iteration 124Q: 3 clusters Score -3.868154e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204254 members 
Mstep: Class 2 contains 115481 members 
Entering Unmasked Estep 
Score: -38681568.000000 Penalty: 6286.922852
	Iteration 125Q: 3 clusters Score -3.868157e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204277 members 
Mstep: Class 2 contains 115458 members 
Entering Unmasked Estep 
Score: -38681480.000000 Penalty: 6286.922852
	Iteration 126Q: 3 clusters Score -3.868148e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204311 members 
Mstep: Class 2 contains 115424 members 
Entering Unmasked Estep 
Score: -38681456.000000 Penalty: 6286.922852
	Iteration 127Q: 3 clusters Score -3.868146e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204350 members 
Mstep: Class 2 contains 115385 members 
Entering Unmasked Estep 
Score: -38681472.000000 Penalty: 6286.922852
	Iteration 128Q: 3 clusters Score -3.868147e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204346 members 
Mstep: Class 2 contains 115389 members 
Entering Unmasked Estep 
Score: -38681452.000000 Penalty: 6286.922852
	Iteration 129Q: 3 clusters Score -3.868145e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204294 members 
Mstep: Class 2 contains 115441 members 
Entering Unmasked Estep 
Score: -38681364.000000 Penalty: 6286.922852
	Iteration 130Q: 3 clusters Score -3.868136e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204262 members 
Mstep: Class 2 contains 115473 members 
Entering Unmasked Estep 
Score: -38681376.000000 Penalty: 6286.922852
	Iteration 131Q: 3 clusters Score -3.868138e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204237 members 
Mstep: Class 2 contains 115498 members 
Entering Unmasked Estep 
Score: -38681424.000000 Penalty: 6286.922852
	Iteration 132Q: 3 clusters Score -3.868142e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204204 members 
Mstep: Class 2 contains 115531 members 
Entering Unmasked Estep 
Score: -38681380.000000 Penalty: 6286.922852
	Iteration 133Q: 3 clusters Score -3.868138e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204174 members 
Mstep: Class 2 contains 115561 members 
Entering Unmasked Estep 
Score: -38681404.000000 Penalty: 6286.922852
	Iteration 134Q: 3 clusters Score -3.86814e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204131 members 
Mstep: Class 2 contains 115604 members 
Entering Unmasked Estep 
Score: -38681372.000000 Penalty: 6286.922852
	Iteration 135Q: 3 clusters Score -3.868137e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204095 members 
Mstep: Class 2 contains 115640 members 
Entering Unmasked Estep 
Score: -38681428.000000 Penalty: 6286.922852
	Iteration 136Q: 3 clusters Score -3.868143e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204050 members 
Mstep: Class 2 contains 115685 members 
Entering Unmasked Estep 
Score: -38681328.000000 Penalty: 6286.922852
	Iteration 137Q: 3 clusters Score -3.868133e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203978 members 
Mstep: Class 2 contains 115757 members 
Entering Unmasked Estep 
Score: -38681352.000000 Penalty: 6286.922852
	Iteration 138Q: 3 clusters Score -3.868135e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203877 members 
Mstep: Class 2 contains 115858 members 
Entering Unmasked Estep 
Score: -38681336.000000 Penalty: 6286.922852
	Iteration 139Q: 3 clusters Score -3.868134e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203774 members 
Mstep: Class 2 contains 115961 members 
Entering Unmasked Estep 
Score: -38681356.000000 Penalty: 6286.922852
	Iteration 140F: 3 clusters Score -3.868136e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203670 members 
Mstep: Class 2 contains 116065 members 
Entering Unmasked Estep 
Score: -38681324.000000 Penalty: 6286.922852
	Iteration 141Q: 3 clusters Score -3.868132e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203538 members 
Mstep: Class 2 contains 116197 members 
Entering Unmasked Estep 
Score: -38681340.000000 Penalty: 6286.922852
	Iteration 142Q: 3 clusters Score -3.868134e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203407 members 
Mstep: Class 2 contains 116328 members 
Entering Unmasked Estep 
Score: -38681280.000000 Penalty: 6286.922852
	Iteration 143Q: 3 clusters Score -3.868128e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203289 members 
Mstep: Class 2 contains 116446 members 
Entering Unmasked Estep 
Score: -38681280.000000 Penalty: 6286.922852
	Iteration 144Q: 3 clusters Score -3.868128e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203176 members 
Mstep: Class 2 contains 116559 members 
Entering Unmasked Estep 
Score: -38681284.000000 Penalty: 6286.922852
	Iteration 145Q: 3 clusters Score -3.868128e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203084 members 
Mstep: Class 2 contains 116651 members 
Entering Unmasked Estep 
Score: -38681312.000000 Penalty: 6286.922852
	Iteration 146Q: 3 clusters Score -3.868131e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202981 members 
Mstep: Class 2 contains 116754 members 
Entering Unmasked Estep 
Score: -38681340.000000 Penalty: 6286.922852
	Iteration 147Q: 3 clusters Score -3.868134e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202898 members 
Mstep: Class 2 contains 116837 members 
Entering Unmasked Estep 
Score: -38681344.000000 Penalty: 6286.922852
	Iteration 148Q: 3 clusters Score -3.868134e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202814 members 
Mstep: Class 2 contains 116921 members 
Entering Unmasked Estep 
Score: -38681384.000000 Penalty: 6286.922852
	Iteration 149Q: 3 clusters Score -3.868138e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202712 members 
Mstep: Class 2 contains 117023 members 
Entering Unmasked Estep 
Score: -38681424.000000 Penalty: 6286.922852
	Iteration 150Q: 3 clusters Score -3.868142e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202593 members 
Mstep: Class 2 contains 117142 members 
Entering Unmasked Estep 
Score: -38681400.000000 Penalty: 6286.922852
	Iteration 151Q: 3 clusters Score -3.86814e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202471 members 
Mstep: Class 2 contains 117264 members 
Entering Unmasked Estep 
Score: -38681416.000000 Penalty: 6286.922852
	Iteration 152Q: 3 clusters Score -3.868142e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202355 members 
Mstep: Class 2 contains 117380 members 
Entering Unmasked Estep 
Score: -38681344.000000 Penalty: 6286.922852
	Iteration 153Q: 3 clusters Score -3.868134e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202254 members 
Mstep: Class 2 contains 117481 members 
Entering Unmasked Estep 
Score: -38681312.000000 Penalty: 6286.922852
	Iteration 154Q: 3 clusters Score -3.868131e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202156 members 
Mstep: Class 2 contains 117579 members 
Entering Unmasked Estep 
Score: -38681328.000000 Penalty: 6286.922852
	Iteration 155Q: 3 clusters Score -3.868133e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202076 members 
Mstep: Class 2 contains 117659 members 
Entering Unmasked Estep 
Score: -38681336.000000 Penalty: 6286.922852
	Iteration 156Q: 3 clusters Score -3.868134e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201986 members 
Mstep: Class 2 contains 117749 members 
Entering Unmasked Estep 
Score: -38681376.000000 Penalty: 6286.922852
	Iteration 157Q: 3 clusters Score -3.868138e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201896 members 
Mstep: Class 2 contains 117839 members 
Entering Unmasked Estep 
Score: -38681364.000000 Penalty: 6286.922852
	Iteration 158Q: 3 clusters Score -3.868136e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201816 members 
Mstep: Class 2 contains 117919 members 
Entering Unmasked Estep 
Score: -38681420.000000 Penalty: 6286.922852
	Iteration 159Q: 3 clusters Score -3.868142e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201744 members 
Mstep: Class 2 contains 117991 members 
Entering Unmasked Estep 
Score: -38681412.000000 Penalty: 6286.922852
	Iteration 160F: 3 clusters Score -3.868141e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201690 members 
Mstep: Class 2 contains 118045 members 
Entering Unmasked Estep 
Score: -38681412.000000 Penalty: 6286.922852
	Iteration 161Q: 3 clusters Score -3.868141e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201629 members 
Mstep: Class 2 contains 118106 members 
Entering Unmasked Estep 
Score: -38681436.000000 Penalty: 6286.922852
	Iteration 162Q: 3 clusters Score -3.868144e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201572 members 
Mstep: Class 2 contains 118163 members 
Entering Unmasked Estep 
Score: -38681440.000000 Penalty: 6286.922852
	Iteration 163Q: 3 clusters Score -3.868144e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201511 members 
Mstep: Class 2 contains 118224 members 
Entering Unmasked Estep 
Score: -38681468.000000 Penalty: 6286.922852
	Iteration 164Q: 3 clusters Score -3.868147e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201454 members 
Mstep: Class 2 contains 118281 members 
Entering Unmasked Estep 
Score: -38681396.000000 Penalty: 6286.922852
	Iteration 165Q: 3 clusters Score -3.86814e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201393 members 
Mstep: Class 2 contains 118342 members 
Entering Unmasked Estep 
Score: -38681404.000000 Penalty: 6286.922852
	Iteration 166Q: 3 clusters Score -3.86814e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201338 members 
Mstep: Class 2 contains 118397 members 
Entering Unmasked Estep 
Score: -38681396.000000 Penalty: 6286.922852
	Iteration 167Q: 3 clusters Score -3.86814e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201293 members 
Mstep: Class 2 contains 118442 members 
Entering Unmasked Estep 
Score: -38681380.000000 Penalty: 6286.922852
	Iteration 168Q: 3 clusters Score -3.868138e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201244 members 
Mstep: Class 2 contains 118491 members 
Entering Unmasked Estep 
Score: -38681416.000000 Penalty: 6286.922852
	Iteration 169Q: 3 clusters Score -3.868142e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201221 members 
Mstep: Class 2 contains 118514 members 
Entering Unmasked Estep 
Score: -38681404.000000 Penalty: 6286.922852
	Iteration 170Q: 3 clusters Score -3.86814e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201176 members 
Mstep: Class 2 contains 118559 members 
Entering Unmasked Estep 
Score: -38681448.000000 Penalty: 6286.922852
	Iteration 171Q: 3 clusters Score -3.868145e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201126 members 
Mstep: Class 2 contains 118609 members 
Entering Unmasked Estep 
Score: -38681400.000000 Penalty: 6286.922852
	Iteration 172Q: 3 clusters Score -3.86814e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201067 members 
Mstep: Class 2 contains 118668 members 
Entering Unmasked Estep 
Score: -38681380.000000 Penalty: 6286.922852
	Iteration 173Q: 3 clusters Score -3.868138e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201001 members 
Mstep: Class 2 contains 118734 members 
Entering Unmasked Estep 
Score: -38681368.000000 Penalty: 6286.922852
	Iteration 174Q: 3 clusters Score -3.868137e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200944 members 
Mstep: Class 2 contains 118791 members 
Entering Unmasked Estep 
Score: -38681392.000000 Penalty: 6286.922852
	Iteration 175Q: 3 clusters Score -3.868139e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200915 members 
Mstep: Class 2 contains 118820 members 
Entering Unmasked Estep 
Score: -38681412.000000 Penalty: 6286.922852
	Iteration 176Q: 3 clusters Score -3.868141e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200874 members 
Mstep: Class 2 contains 118861 members 
Entering Unmasked Estep 
Score: -38681432.000000 Penalty: 6286.922852
	Iteration 177Q: 3 clusters Score -3.868143e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200846 members 
Mstep: Class 2 contains 118889 members 
Entering Unmasked Estep 
Score: -38681436.000000 Penalty: 6286.922852
	Iteration 178Q: 3 clusters Score -3.868144e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200827 members 
Mstep: Class 2 contains 118908 members 
Entering Unmasked Estep 
Score: -38681432.000000 Penalty: 6286.922852
	Iteration 179Q: 3 clusters Score -3.868143e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200792 members 
Mstep: Class 2 contains 118943 members 
Entering Unmasked Estep 
Score: -38681424.000000 Penalty: 6286.922852
	Iteration 180F: 3 clusters Score -3.868142e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200744 members 
Mstep: Class 2 contains 118991 members 
Entering Unmasked Estep 
Score: -38681460.000000 Penalty: 6286.922852
	Iteration 181Q: 3 clusters Score -3.868146e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200719 members 
Mstep: Class 2 contains 119016 members 
Entering Unmasked Estep 
Score: -38681480.000000 Penalty: 6286.922852
	Iteration 182Q: 3 clusters Score -3.868148e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200689 members 
Mstep: Class 2 contains 119046 members 
Entering Unmasked Estep 
Score: -38681464.000000 Penalty: 6286.922852
	Iteration 183Q: 3 clusters Score -3.868146e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200685 members 
Mstep: Class 2 contains 119050 members 
Entering Unmasked Estep 
Score: -38681420.000000 Penalty: 6286.922852
	Iteration 184Q: 3 clusters Score -3.868142e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200680 members 
Mstep: Class 2 contains 119055 members 
Entering Unmasked Estep 
Score: -38681476.000000 Penalty: 6286.922852
	Iteration 185Q: 3 clusters Score -3.868148e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200680 members 
Mstep: Class 2 contains 119055 members 
Entering Unmasked Estep 
Score: -38681460.000000 Penalty: 6286.922852
	Iteration 186Q: 3 clusters Score -3.868146e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200689 members 
Mstep: Class 2 contains 119046 members 
Entering Unmasked Estep 
Score: -38681452.000000 Penalty: 6286.922852
	Iteration 187Q: 3 clusters Score -3.868145e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200688 members 
Mstep: Class 2 contains 119047 members 
Entering Unmasked Estep 
Score: -38681456.000000 Penalty: 6286.922852
	Iteration 188Q: 3 clusters Score -3.868146e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200693 members 
Mstep: Class 2 contains 119042 members 
Entering Unmasked Estep 
Score: -38681448.000000 Penalty: 6286.922852
	Iteration 189Q: 3 clusters Score -3.868145e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200696 members 
Mstep: Class 2 contains 119039 members 
Entering Unmasked Estep 
Score: -38681444.000000 Penalty: 6286.922852
	Iteration 190Q: 3 clusters Score -3.868144e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200690 members 
Mstep: Class 2 contains 119045 members 
Entering Unmasked Estep 
Score: -38681472.000000 Penalty: 6286.922852
	Iteration 191Q: 3 clusters Score -3.868147e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200681 members 
Mstep: Class 2 contains 119054 members 
Entering Unmasked Estep 
Score: -38681448.000000 Penalty: 6286.922852
	Iteration 192Q: 3 clusters Score -3.868145e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200680 members 
Mstep: Class 2 contains 119055 members 
Entering Unmasked Estep 
Score: -38681448.000000 Penalty: 6286.922852
	Iteration 193Q: 3 clusters Score -3.868145e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200678 members 
Mstep: Class 2 contains 119057 members 
Entering Unmasked Estep 
Score: -38681480.000000 Penalty: 6286.922852
	Iteration 194Q: 3 clusters Score -3.868148e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200676 members 
Mstep: Class 2 contains 119059 members 
Entering Unmasked Estep 
Score: -38681456.000000 Penalty: 6286.922852
	Iteration 195Q: 3 clusters Score -3.868146e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200676 members 
Mstep: Class 2 contains 119059 members 
Entering Unmasked Estep 
Score: -38681460.000000 Penalty: 6286.922852
	Iteration 196Q: 3 clusters Score -3.868146e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200674 members 
Mstep: Class 2 contains 119061 members 
Entering Unmasked Estep 
Score: -38681472.000000 Penalty: 6286.922852
	Iteration 197Q: 3 clusters Score -3.868147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200672 members 
Mstep: Class 2 contains 119063 members 
Entering Unmasked Estep 
Score: -38681432.000000 Penalty: 6286.922852
	Iteration 198Q: 3 clusters Score -3.868143e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200667 members 
Mstep: Class 2 contains 119068 members 
Entering Unmasked Estep 
Score: -38681440.000000 Penalty: 6286.922852
	Iteration 199Q: 3 clusters Score -3.868144e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200671 members 
Mstep: Class 2 contains 119064 members 
Entering Unmasked Estep 
Score: -38681464.000000 Penalty: 6286.922852
	Iteration 200F: 3 clusters Score -3.868146e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200673 members 
Mstep: Class 2 contains 119062 members 
Entering Unmasked Estep 
Score: -38681456.000000 Penalty: 6286.922852
	Iteration 201Q: 3 clusters Score -3.868146e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200676 members 
Mstep: Class 2 contains 119059 members 
Entering Unmasked Estep 
Score: -38681432.000000 Penalty: 6286.922852
	Iteration 202Q: 3 clusters Score -3.868143e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200678 members 
Mstep: Class 2 contains 119057 members 
Entering Unmasked Estep 
Score: -38681428.000000 Penalty: 6286.922852
	Iteration 203Q: 3 clusters Score -3.868143e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200680 members 
Mstep: Class 2 contains 119055 members 
Entering Unmasked Estep 
Score: -38681444.000000 Penalty: 6286.922852
	Iteration 204Q: 3 clusters Score -3.868144e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200686 members 
Mstep: Class 2 contains 119049 members 
Entering Unmasked Estep 
Score: -38681424.000000 Penalty: 6286.922852
	Iteration 205Q: 3 clusters Score -3.868142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200688 members 
Mstep: Class 2 contains 119047 members 
Entering Unmasked Estep 
Score: -38681428.000000 Penalty: 6286.922852
	Iteration 206Q: 3 clusters Score -3.868143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200684 members 
Mstep: Class 2 contains 119051 members 
Entering Unmasked Estep 
Score: -38681412.000000 Penalty: 6286.922852
	Iteration 207Q: 3 clusters Score -3.868141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200683 members 
Mstep: Class 2 contains 119052 members 
Entering Unmasked Estep 
Score: -38681368.000000 Penalty: 6286.922852
	Iteration 208Q: 3 clusters Score -3.868137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200683 members 
Mstep: Class 2 contains 119052 members 
Entering Unmasked Estep 
Score: -38681372.000000 Penalty: 6286.922852
	Iteration 209Q: 3 clusters Score -3.868137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200686 members 
Mstep: Class 2 contains 119049 members 
Entering Unmasked Estep 
Score: -38681360.000000 Penalty: 6286.922852
	Iteration 210Q: 3 clusters Score -3.868136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200685 members 
Mstep: Class 2 contains 119050 members 
Entering Unmasked Estep 
Score: -38681360.000000 Penalty: 6286.922852
	Iteration 211Q: 3 clusters Score -3.868136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200689 members 
Mstep: Class 2 contains 119046 members 
Entering Unmasked Estep 
Score: -38681376.000000 Penalty: 6286.922852
	Iteration 212Q: 3 clusters Score -3.868138e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200690 members 
Mstep: Class 2 contains 119045 members 
Entering Unmasked Estep 
Score: -38681356.000000 Penalty: 6286.922852
	Iteration 213Q: 3 clusters Score -3.868136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200702 members 
Mstep: Class 2 contains 119033 members 
Entering Unmasked Estep 
Score: -38681356.000000 Penalty: 6286.922852
	Iteration 214Q: 3 clusters Score -3.868136e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200709 members 
Mstep: Class 2 contains 119026 members 
Entering Unmasked Estep 
Score: -38681356.000000 Penalty: 6286.922852
	Iteration 215Q: 3 clusters Score -3.868136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200709 members 
Mstep: Class 2 contains 119026 members 
Entering Unmasked Estep 
Score: -38681356.000000 Penalty: 6286.922852
	Iteration 216Q: 3 clusters Score -3.868136e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200714 members 
Mstep: Class 2 contains 119021 members 
Entering Unmasked Estep 
Score: -38681340.000000 Penalty: 6286.922852
	Iteration 217Q: 3 clusters Score -3.868134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200717 members 
Mstep: Class 2 contains 119018 members 
Entering Unmasked Estep 
Score: -38681380.000000 Penalty: 6286.922852
	Iteration 218Q: 3 clusters Score -3.868138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200724 members 
Mstep: Class 2 contains 119011 members 
Entering Unmasked Estep 
Score: -38681356.000000 Penalty: 6286.922852
	Iteration 219Q: 3 clusters Score -3.868136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200724 members 
Mstep: Class 2 contains 119011 members 
Entering Unmasked Estep 
Score: -38681344.000000 Penalty: 6286.922852
	Iteration 220F: 3 clusters Score -3.868134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200721 members 
Mstep: Class 2 contains 119014 members 
Entering Unmasked Estep 
Score: -38681368.000000 Penalty: 6286.922852
	Iteration 221Q: 3 clusters Score -3.868137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200719 members 
Mstep: Class 2 contains 119016 members 
Entering Unmasked Estep 
Score: -38681352.000000 Penalty: 6286.922852
	Iteration 222Q: 3 clusters Score -3.868135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200713 members 
Mstep: Class 2 contains 119022 members 
Entering Unmasked Estep 
Score: -38681360.000000 Penalty: 6286.922852
	Iteration 223Q: 3 clusters Score -3.868136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200708 members 
Mstep: Class 2 contains 119027 members 
Entering Unmasked Estep 
Score: -38681372.000000 Penalty: 6286.922852
	Iteration 224Q: 3 clusters Score -3.868137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200703 members 
Mstep: Class 2 contains 119032 members 
Entering Unmasked Estep 
Score: -38681388.000000 Penalty: 6286.922852
	Iteration 225Q: 3 clusters Score -3.868139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200696 members 
Mstep: Class 2 contains 119039 members 
Entering Unmasked Estep 
Score: -38681380.000000 Penalty: 6286.922852
	Iteration 226Q: 3 clusters Score -3.868138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200686 members 
Mstep: Class 2 contains 119049 members 
Entering Unmasked Estep 
Score: -38681376.000000 Penalty: 6286.922852
	Iteration 227Q: 3 clusters Score -3.868138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200680 members 
Mstep: Class 2 contains 119055 members 
Entering Unmasked Estep 
Score: -38681404.000000 Penalty: 6286.922852
	Iteration 228Q: 3 clusters Score -3.86814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200672 members 
Mstep: Class 2 contains 119063 members 
Entering Unmasked Estep 
Score: -38681392.000000 Penalty: 6286.922852
	Iteration 229Q: 3 clusters Score -3.868139e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200665 members 
Mstep: Class 2 contains 119070 members 
Entering Unmasked Estep 
Score: -38681380.000000 Penalty: 6286.922852
	Iteration 230Q: 3 clusters Score -3.868138e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200651 members 
Mstep: Class 2 contains 119084 members 
Entering Unmasked Estep 
Score: -38681372.000000 Penalty: 6286.922852
	Iteration 231Q: 3 clusters Score -3.868137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200648 members 
Mstep: Class 2 contains 119087 members 
Entering Unmasked Estep 
Score: -38681360.000000 Penalty: 6286.922852
	Iteration 232Q: 3 clusters Score -3.868136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200638 members 
Mstep: Class 2 contains 119097 members 
Entering Unmasked Estep 
Score: -38681392.000000 Penalty: 6286.922852
	Iteration 233Q: 3 clusters Score -3.868139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200628 members 
Mstep: Class 2 contains 119107 members 
Entering Unmasked Estep 
Score: -38681380.000000 Penalty: 6286.922852
	Iteration 234Q: 3 clusters Score -3.868138e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200623 members 
Mstep: Class 2 contains 119112 members 
Entering Unmasked Estep 
Score: -38681396.000000 Penalty: 6286.922852
	Iteration 235Q: 3 clusters Score -3.86814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200620 members 
Mstep: Class 2 contains 119115 members 
Entering Unmasked Estep 
Score: -38681400.000000 Penalty: 6286.922852
	Iteration 236Q: 3 clusters Score -3.86814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200612 members 
Mstep: Class 2 contains 119123 members 
Entering Unmasked Estep 
Score: -38681400.000000 Penalty: 6286.922852
	Iteration 237Q: 3 clusters Score -3.86814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200605 members 
Mstep: Class 2 contains 119130 members 
Entering Unmasked Estep 
Score: -38681400.000000 Penalty: 6286.922852
	Iteration 238Q: 3 clusters Score -3.86814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200605 members 
Mstep: Class 2 contains 119130 members 
Entering Unmasked Estep 
Score: -38681404.000000 Penalty: 6286.922852
	Iteration 239Q: 3 clusters Score -3.86814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200605 members 
Mstep: Class 2 contains 119130 members 
Entering Unmasked Estep 
Score: -38681408.000000 Penalty: 6286.922852
	Iteration 240F: 3 clusters Score -3.868141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200605 members 
Mstep: Class 2 contains 119130 members 
Entering Unmasked Estep 
Score: -38681420.000000 Penalty: 6286.922852
	Iteration 241Q: 3 clusters Score -3.868142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200608 members 
Mstep: Class 2 contains 119127 members 
Entering Unmasked Estep 
Score: -38681392.000000 Penalty: 6286.922852
	Iteration 242Q: 3 clusters Score -3.868139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200606 members 
Mstep: Class 2 contains 119129 members 
Entering Unmasked Estep 
Score: -38681404.000000 Penalty: 6286.922852
	Iteration 243Q: 3 clusters Score -3.86814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200605 members 
Mstep: Class 2 contains 119130 members 
Entering Unmasked Estep 
Score: -38681404.000000 Penalty: 6286.922852
	Iteration 244Q: 3 clusters Score -3.86814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200609 members 
Mstep: Class 2 contains 119126 members 
Entering Unmasked Estep 
Score: -38681408.000000 Penalty: 6286.922852
	Iteration 245Q: 3 clusters Score -3.868141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200607 members 
Mstep: Class 2 contains 119128 members 
Entering Unmasked Estep 
Score: -38681416.000000 Penalty: 6286.922852
	Iteration 246Q: 3 clusters Score -3.868142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200606 members 
Mstep: Class 2 contains 119129 members 
Entering Unmasked Estep 
Score: -38681428.000000 Penalty: 6286.922852
	Iteration 247Q: 3 clusters Score -3.868143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200607 members 
Mstep: Class 2 contains 119128 members 
Entering Unmasked Estep 
Score: -38681416.000000 Penalty: 6286.922852
	Iteration 248Q: 3 clusters Score -3.868142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200609 members 
Mstep: Class 2 contains 119126 members 
Entering Unmasked Estep 
Score: -38681452.000000 Penalty: 6286.922852
	Iteration 249Q: 3 clusters Score -3.868145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200610 members 
Mstep: Class 2 contains 119125 members 
Entering Unmasked Estep 
Score: -38681444.000000 Penalty: 6286.922852
	Iteration 250Q: 3 clusters Score -3.868144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200609 members 
Mstep: Class 2 contains 119126 members 
Entering Unmasked Estep 
Score: -38681436.000000 Penalty: 6286.922852
	Iteration 251Q: 3 clusters Score -3.868144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200609 members 
Mstep: Class 2 contains 119126 members 
Entering Unmasked Estep 
Score: -38681448.000000 Penalty: 6286.922852
	Iteration 252Q: 3 clusters Score -3.868145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200608 members 
Mstep: Class 2 contains 119127 members 
Entering Unmasked Estep 
Score: -38681460.000000 Penalty: 6286.922852
	Iteration 253Q: 3 clusters Score -3.868146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200609 members 
Mstep: Class 2 contains 119126 members 
Entering Unmasked Estep 
Score: -38681452.000000 Penalty: 6286.922852
	Iteration 254Q: 3 clusters Score -3.868145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200609 members 
Mstep: Class 2 contains 119126 members 
Entering Unmasked Estep 
Score: -38681452.000000 Penalty: 6286.922852
	Iteration 255F: 3 clusters Score -3.868145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (61041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61041 members 
Entering Unmasked Estep 
Score: -7236075.500000 Penalty: 2732.786865
	Iteration 0F: 2 clusters Score -7236076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -7195412.500000 Penalty: 5465.573730
	Iteration 0F: 3 clusters Score -7195412 nChanged 28210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -7211107.000000 Penalty: 5465.573730
	Iteration 1F: 3 clusters Score -7211107 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -7211685.000000 Penalty: 5465.573730
	Iteration 2Q: 3 clusters Score -7211685 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -7212280.000000 Penalty: 5465.573730
	Iteration 3Q: 3 clusters Score -7212280 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -7212795.500000 Penalty: 5465.573730
	Iteration 4Q: 3 clusters Score -7212796 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -7213440.000000 Penalty: 5465.573730
	Iteration 5Q: 3 clusters Score -7213440 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -7214436.000000 Penalty: 5465.573730
	Iteration 6Q: 3 clusters Score -7214436 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -7215797.000000 Penalty: 5465.573730
	Iteration 7Q: 3 clusters Score -7215797 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -7217973.500000 Penalty: 5465.573730
	Iteration 8F: 3 clusters Score -7217974 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -7221123.500000 Penalty: 5465.573730
	Iteration 9F: 3 clusters Score -7221124 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -7225066.000000 Penalty: 5465.573730
	Iteration 10F: 3 clusters Score -7225066 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -7228821.500000 Penalty: 5465.573730
	Iteration 11F: 3 clusters Score -7228822 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -7231289.500000 Penalty: 5465.573730
	Iteration 12Q: 3 clusters Score -7231290 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 59778 members 
Entering Unmasked Estep 
Score: -7232554.500000 Penalty: 5465.573730
	Iteration 13Q: 3 clusters Score -7232554 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -7233125.500000 Penalty: 5465.573730
	Iteration 14Q: 3 clusters Score -7233126 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 60602 members 
Entering Unmasked Estep 
Score: -7233357.000000 Penalty: 5465.573730
	Iteration 15Q: 3 clusters Score -7233357 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -7233471.500000 Penalty: 5465.573730
	Iteration 16Q: 3 clusters Score -7233472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -7233534.500000 Penalty: 5465.573730
	Iteration 17Q: 3 clusters Score -7233534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -7233590.000000 Penalty: 5465.573730
	Iteration 18Q: 3 clusters Score -7233590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -7233590.500000 Penalty: 5465.573730
	Iteration 19Q: 3 clusters Score -7233590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
Score: -7233602.500000 Penalty: 5465.573730
	Iteration 20F: 3 clusters Score -7233602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -7233612.000000 Penalty: 5465.573730
	Iteration 21Q: 3 clusters Score -7233612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 60769 members 
Entering Unmasked Estep 
Score: -7233616.500000 Penalty: 5465.573730
	Iteration 22Q: 3 clusters Score -7233616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -7233614.500000 Penalty: 5465.573730
	Iteration 23Q: 3 clusters Score -7233614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 60771 members 
Entering Unmasked Estep 
Score: -7233620.500000 Penalty: 5465.573730
	Iteration 24Q: 3 clusters Score -7233620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -7233626.500000 Penalty: 5465.573730
	Iteration 25Q: 3 clusters Score -7233626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -7233623.000000 Penalty: 5465.573730
	Iteration 26Q: 3 clusters Score -7233623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -7233629.500000 Penalty: 5465.573730
	Iteration 27Q: 3 clusters Score -7233630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -7233632.500000 Penalty: 5465.573730
	Iteration 28Q: 3 clusters Score -7233632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -7233632.000000 Penalty: 5465.573730
	Iteration 29Q: 3 clusters Score -7233632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -7233632.000000 Penalty: 5465.573730
	Iteration 30F: 3 clusters Score -7233632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Entering Unmasked Estep 
Score: -771106.250000 Penalty: 2182.353516
	Iteration 0F: 2 clusters Score -771106.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -765582.875000 Penalty: 4364.707031
	Iteration 0F: 3 clusters Score -765582.9 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -767027.875000 Penalty: 4364.707031
	Iteration 1F: 3 clusters Score -767027.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -767399.937500 Penalty: 4364.707031
	Iteration 2F: 3 clusters Score -767399.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -767727.312500 Penalty: 4364.707031
	Iteration 3F: 3 clusters Score -767727.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -768035.875000 Penalty: 4364.707031
	Iteration 4F: 3 clusters Score -768035.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -768317.875000 Penalty: 4364.707031
	Iteration 5F: 3 clusters Score -768317.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -768542.375000 Penalty: 4364.707031
	Iteration 6F: 3 clusters Score -768542.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -768767.812500 Penalty: 4364.707031
	Iteration 7Q: 3 clusters Score -768767.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -768960.937500 Penalty: 4364.707031
	Iteration 8Q: 3 clusters Score -768960.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -769118.937500 Penalty: 4364.707031
	Iteration 9Q: 3 clusters Score -769118.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -769250.000000 Penalty: 4364.707031
	Iteration 10Q: 3 clusters Score -769250 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -769366.437500 Penalty: 4364.707031
	Iteration 11Q: 3 clusters Score -769366.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -769466.250000 Penalty: 4364.707031
	Iteration 12Q: 3 clusters Score -769466.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -769527.937500 Penalty: 4364.707031
	Iteration 13Q: 3 clusters Score -769527.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -769579.312500 Penalty: 4364.707031
	Iteration 14Q: 3 clusters Score -769579.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -769623.750000 Penalty: 4364.707031
	Iteration 15Q: 3 clusters Score -769623.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -769660.812500 Penalty: 4364.707031
	Iteration 16Q: 3 clusters Score -769660.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -769694.687500 Penalty: 4364.707031
	Iteration 17Q: 3 clusters Score -769694.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -769729.937500 Penalty: 4364.707031
	Iteration 18Q: 3 clusters Score -769729.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -769752.875000 Penalty: 4364.707031
	Iteration 19Q: 3 clusters Score -769752.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -769767.812500 Penalty: 4364.707031
	Iteration 20F: 3 clusters Score -769767.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -769780.937500 Penalty: 4364.707031
	Iteration 21Q: 3 clusters Score -769780.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -769792.687500 Penalty: 4364.707031
	Iteration 22Q: 3 clusters Score -769792.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -769800.750000 Penalty: 4364.707031
	Iteration 23Q: 3 clusters Score -769800.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -769810.687500 Penalty: 4364.707031
	Iteration 24Q: 3 clusters Score -769810.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -769820.062500 Penalty: 4364.707031
	Iteration 25Q: 3 clusters Score -769820.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -769825.312500 Penalty: 4364.707031
	Iteration 26Q: 3 clusters Score -769825.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -769832.750000 Penalty: 4364.707031
	Iteration 27Q: 3 clusters Score -769832.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -769838.687500 Penalty: 4364.707031
	Iteration 28Q: 3 clusters Score -769838.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -769840.500000 Penalty: 4364.707031
	Iteration 29Q: 3 clusters Score -769840.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -769843.375000 Penalty: 4364.707031
	Iteration 30Q: 3 clusters Score -769843.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -769847.062500 Penalty: 4364.707031
	Iteration 31Q: 3 clusters Score -769847.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -769848.250000 Penalty: 4364.707031
	Iteration 32Q: 3 clusters Score -769848.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -769851.500000 Penalty: 4364.707031
	Iteration 33Q: 3 clusters Score -769851.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -769853.187500 Penalty: 4364.707031
	Iteration 34Q: 3 clusters Score -769853.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -769853.375000 Penalty: 4364.707031
	Iteration 35Q: 3 clusters Score -769853.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -769853.375000 Penalty: 4364.707031
	Iteration 36F: 3 clusters Score -769853.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (113020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113020 members 
Entering Unmasked Estep 
Score: -13817654.000000 Penalty: 2885.559326
	Iteration 0F: 2 clusters Score -1.381765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -13741803.000000 Penalty: 5771.118652
	Iteration 0F: 3 clusters Score -1.37418e+07 nChanged 53922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -13773339.000000 Penalty: 5771.118652
	Iteration 1F: 3 clusters Score -1.377334e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 62957 members 
Entering Unmasked Estep 
Score: -13775235.000000 Penalty: 5771.118652
	Iteration 2Q: 3 clusters Score -1.377524e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -13778778.000000 Penalty: 5771.118652
	Iteration 3F: 3 clusters Score -1.377878e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 72326 members 
Entering Unmasked Estep 
Score: -13784459.000000 Penalty: 5771.118652
	Iteration 4F: 3 clusters Score -1.378446e+07 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 79465 members 
Entering Unmasked Estep 
Score: -13792413.000000 Penalty: 5771.118652
	Iteration 5F: 3 clusters Score -1.379241e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -13801857.000000 Penalty: 5771.118652
	Iteration 6F: 3 clusters Score -1.380186e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 91180 members 
Entering Unmasked Estep 
Score: -13808675.000000 Penalty: 5771.118652
	Iteration 7F: 3 clusters Score -1.380868e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 93380 members 
Entering Unmasked Estep 
Score: -13811319.000000 Penalty: 5771.118652
	Iteration 8Q: 3 clusters Score -1.381132e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 94783 members 
Entering Unmasked Estep 
Score: -13812280.000000 Penalty: 5771.118652
	Iteration 9Q: 3 clusters Score -1.381228e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 95919 members 
Entering Unmasked Estep 
Score: -13812901.000000 Penalty: 5771.118652
	Iteration 10Q: 3 clusters Score -1.38129e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 96956 members 
Entering Unmasked Estep 
Score: -13813349.000000 Penalty: 5771.118652
	Iteration 11Q: 3 clusters Score -1.381335e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 97943 members 
Entering Unmasked Estep 
Score: -13813740.000000 Penalty: 5771.118652
	Iteration 12Q: 3 clusters Score -1.381374e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 98835 members 
Entering Unmasked Estep 
Score: -13813957.000000 Penalty: 5771.118652
	Iteration 13Q: 3 clusters Score -1.381396e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 99746 members 
Entering Unmasked Estep 
Score: -13814212.000000 Penalty: 5771.118652
	Iteration 14Q: 3 clusters Score -1.381421e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 100546 members 
Entering Unmasked Estep 
Score: -13814433.000000 Penalty: 5771.118652
	Iteration 15Q: 3 clusters Score -1.381443e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -13814614.000000 Penalty: 5771.118652
	Iteration 16Q: 3 clusters Score -1.381461e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 101910 members 
Entering Unmasked Estep 
Score: -13814792.000000 Penalty: 5771.118652
	Iteration 17Q: 3 clusters Score -1.381479e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 102543 members 
Entering Unmasked Estep 
Score: -13814910.000000 Penalty: 5771.118652
	Iteration 18Q: 3 clusters Score -1.381491e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 103106 members 
Entering Unmasked Estep 
Score: -13815031.000000 Penalty: 5771.118652
	Iteration 19Q: 3 clusters Score -1.381503e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 103641 members 
Entering Unmasked Estep 
Score: -13815192.000000 Penalty: 5771.118652
	Iteration 20F: 3 clusters Score -1.381519e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 104111 members 
Entering Unmasked Estep 
Score: -13815303.000000 Penalty: 5771.118652
	Iteration 21Q: 3 clusters Score -1.38153e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 104533 members 
Entering Unmasked Estep 
Score: -13815438.000000 Penalty: 5771.118652
	Iteration 22Q: 3 clusters Score -1.381544e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 104899 members 
Entering Unmasked Estep 
Score: -13815508.000000 Penalty: 5771.118652
	Iteration 23Q: 3 clusters Score -1.381551e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 105224 members 
Entering Unmasked Estep 
Score: -13815552.000000 Penalty: 5771.118652
	Iteration 24Q: 3 clusters Score -1.381555e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 105525 members 
Entering Unmasked Estep 
Score: -13815663.000000 Penalty: 5771.118652
	Iteration 25Q: 3 clusters Score -1.381566e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 105806 members 
Entering Unmasked Estep 
Score: -13815757.000000 Penalty: 5771.118652
	Iteration 26Q: 3 clusters Score -1.381576e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 106075 members 
Entering Unmasked Estep 
Score: -13815786.000000 Penalty: 5771.118652
	Iteration 27Q: 3 clusters Score -1.381579e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 106296 members 
Entering Unmasked Estep 
Score: -13815847.000000 Penalty: 5771.118652
	Iteration 28Q: 3 clusters Score -1.381585e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 106502 members 
Entering Unmasked Estep 
Score: -13815861.000000 Penalty: 5771.118652
	Iteration 29Q: 3 clusters Score -1.381586e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 106718 members 
Entering Unmasked Estep 
Score: -13815877.000000 Penalty: 5771.118652
	Iteration 30Q: 3 clusters Score -1.381588e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 106927 members 
Entering Unmasked Estep 
Score: -13815930.000000 Penalty: 5771.118652
	Iteration 31Q: 3 clusters Score -1.381593e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 107111 members 
Entering Unmasked Estep 
Score: -13815980.000000 Penalty: 5771.118652
	Iteration 32Q: 3 clusters Score -1.381598e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 107278 members 
Entering Unmasked Estep 
Score: -13815994.000000 Penalty: 5771.118652
	Iteration 33Q: 3 clusters Score -1.381599e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 107419 members 
Entering Unmasked Estep 
Score: -13816003.000000 Penalty: 5771.118652
	Iteration 34Q: 3 clusters Score -1.3816e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 107543 members 
Entering Unmasked Estep 
Score: -13816020.000000 Penalty: 5771.118652
	Iteration 35Q: 3 clusters Score -1.381602e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 107662 members 
Entering Unmasked Estep 
Score: -13816014.000000 Penalty: 5771.118652
	Iteration 36Q: 3 clusters Score -1.381601e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 107768 members 
Entering Unmasked Estep 
Score: -13816026.000000 Penalty: 5771.118652
	Iteration 37Q: 3 clusters Score -1.381603e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 107861 members 
Entering Unmasked Estep 
Score: -13816047.000000 Penalty: 5771.118652
	Iteration 38Q: 3 clusters Score -1.381605e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 107948 members 
Entering Unmasked Estep 
Score: -13816047.000000 Penalty: 5771.118652
	Iteration 39Q: 3 clusters Score -1.381605e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 108034 members 
Entering Unmasked Estep 
Score: -13816070.000000 Penalty: 5771.118652
	Iteration 40F: 3 clusters Score -1.381607e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 108103 members 
Entering Unmasked Estep 
Score: -13816093.000000 Penalty: 5771.118652
	Iteration 41Q: 3 clusters Score -1.381609e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 108163 members 
Entering Unmasked Estep 
Score: -13816097.000000 Penalty: 5771.118652
	Iteration 42Q: 3 clusters Score -1.38161e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 108232 members 
Entering Unmasked Estep 
Score: -13816086.000000 Penalty: 5771.118652
	Iteration 43Q: 3 clusters Score -1.381609e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 108292 members 
Entering Unmasked Estep 
Score: -13816095.000000 Penalty: 5771.118652
	Iteration 44Q: 3 clusters Score -1.38161e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 108343 members 
Entering Unmasked Estep 
Score: -13816121.000000 Penalty: 5771.118652
	Iteration 45Q: 3 clusters Score -1.381612e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 108392 members 
Entering Unmasked Estep 
Score: -13816104.000000 Penalty: 5771.118652
	Iteration 46Q: 3 clusters Score -1.38161e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 108453 members 
Entering Unmasked Estep 
Score: -13816100.000000 Penalty: 5771.118652
	Iteration 47Q: 3 clusters Score -1.38161e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 108506 members 
Entering Unmasked Estep 
Score: -13816107.000000 Penalty: 5771.118652
	Iteration 48Q: 3 clusters Score -1.381611e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 108548 members 
Entering Unmasked Estep 
Score: -13816123.000000 Penalty: 5771.118652
	Iteration 49Q: 3 clusters Score -1.381612e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 108602 members 
Entering Unmasked Estep 
Score: -13816119.000000 Penalty: 5771.118652
	Iteration 50Q: 3 clusters Score -1.381612e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 108641 members 
Entering Unmasked Estep 
Score: -13816142.000000 Penalty: 5771.118652
	Iteration 51Q: 3 clusters Score -1.381614e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 108677 members 
Entering Unmasked Estep 
Score: -13816134.000000 Penalty: 5771.118652
	Iteration 52Q: 3 clusters Score -1.381613e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 108708 members 
Entering Unmasked Estep 
Score: -13816154.000000 Penalty: 5771.118652
	Iteration 53Q: 3 clusters Score -1.381615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 108740 members 
Entering Unmasked Estep 
Score: -13816154.000000 Penalty: 5771.118652
	Iteration 54Q: 3 clusters Score -1.381615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 108772 members 
Entering Unmasked Estep 
Score: -13816159.000000 Penalty: 5771.118652
	Iteration 55Q: 3 clusters Score -1.381616e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 108795 members 
Entering Unmasked Estep 
Score: -13816144.000000 Penalty: 5771.118652
	Iteration 56Q: 3 clusters Score -1.381614e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 108822 members 
Entering Unmasked Estep 
Score: -13816148.000000 Penalty: 5771.118652
	Iteration 57Q: 3 clusters Score -1.381615e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 108850 members 
Entering Unmasked Estep 
Score: -13816122.000000 Penalty: 5771.118652
	Iteration 58Q: 3 clusters Score -1.381612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 108879 members 
Entering Unmasked Estep 
Score: -13816140.000000 Penalty: 5771.118652
	Iteration 59Q: 3 clusters Score -1.381614e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 108910 members 
Entering Unmasked Estep 
Score: -13816150.000000 Penalty: 5771.118652
	Iteration 60F: 3 clusters Score -1.381615e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 108939 members 
Entering Unmasked Estep 
Score: -13816158.000000 Penalty: 5771.118652
	Iteration 61Q: 3 clusters Score -1.381616e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 108961 members 
Entering Unmasked Estep 
Score: -13816170.000000 Penalty: 5771.118652
	Iteration 62Q: 3 clusters Score -1.381617e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 108981 members 
Entering Unmasked Estep 
Score: -13816173.000000 Penalty: 5771.118652
	Iteration 63Q: 3 clusters Score -1.381617e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 109004 members 
Entering Unmasked Estep 
Score: -13816177.000000 Penalty: 5771.118652
	Iteration 64Q: 3 clusters Score -1.381618e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 109026 members 
Entering Unmasked Estep 
Score: -13816173.000000 Penalty: 5771.118652
	Iteration 65Q: 3 clusters Score -1.381617e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 109050 members 
Entering Unmasked Estep 
Score: -13816175.000000 Penalty: 5771.118652
	Iteration 66Q: 3 clusters Score -1.381618e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 109074 members 
Entering Unmasked Estep 
Score: -13816169.000000 Penalty: 5771.118652
	Iteration 67Q: 3 clusters Score -1.381617e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 109090 members 
Entering Unmasked Estep 
Score: -13816161.000000 Penalty: 5771.118652
	Iteration 68Q: 3 clusters Score -1.381616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 109099 members 
Entering Unmasked Estep 
Score: -13816177.000000 Penalty: 5771.118652
	Iteration 69Q: 3 clusters Score -1.381618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 109113 members 
Entering Unmasked Estep 
Score: -13816174.000000 Penalty: 5771.118652
	Iteration 70Q: 3 clusters Score -1.381617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 109125 members 
Entering Unmasked Estep 
Score: -13816167.000000 Penalty: 5771.118652
	Iteration 71Q: 3 clusters Score -1.381617e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 109145 members 
Entering Unmasked Estep 
Score: -13816168.000000 Penalty: 5771.118652
	Iteration 72Q: 3 clusters Score -1.381617e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 109170 members 
Entering Unmasked Estep 
Score: -13816170.000000 Penalty: 5771.118652
	Iteration 73Q: 3 clusters Score -1.381617e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 109189 members 
Entering Unmasked Estep 
Score: -13816170.000000 Penalty: 5771.118652
	Iteration 74Q: 3 clusters Score -1.381617e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 109206 members 
Entering Unmasked Estep 
Score: -13816184.000000 Penalty: 5771.118652
	Iteration 75Q: 3 clusters Score -1.381618e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 109222 members 
Entering Unmasked Estep 
Score: -13816197.000000 Penalty: 5771.118652
	Iteration 76Q: 3 clusters Score -1.38162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 109237 members 
Entering Unmasked Estep 
Score: -13816192.000000 Penalty: 5771.118652
	Iteration 77Q: 3 clusters Score -1.381619e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 109253 members 
Entering Unmasked Estep 
Score: -13816178.000000 Penalty: 5771.118652
	Iteration 78Q: 3 clusters Score -1.381618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 109264 members 
Entering Unmasked Estep 
Score: -13816176.000000 Penalty: 5771.118652
	Iteration 79Q: 3 clusters Score -1.381618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 109276 members 
Entering Unmasked Estep 
Score: -13816174.000000 Penalty: 5771.118652
	Iteration 80F: 3 clusters Score -1.381617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 109287 members 
Entering Unmasked Estep 
Score: -13816188.000000 Penalty: 5771.118652
	Iteration 81Q: 3 clusters Score -1.381619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 109296 members 
Entering Unmasked Estep 
Score: -13816189.000000 Penalty: 5771.118652
	Iteration 82Q: 3 clusters Score -1.381619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 109305 members 
Entering Unmasked Estep 
Score: -13816181.000000 Penalty: 5771.118652
	Iteration 83Q: 3 clusters Score -1.381618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 109310 members 
Entering Unmasked Estep 
Score: -13816183.000000 Penalty: 5771.118652
	Iteration 84Q: 3 clusters Score -1.381618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 109316 members 
Entering Unmasked Estep 
Score: -13816187.000000 Penalty: 5771.118652
	Iteration 85Q: 3 clusters Score -1.381619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -13816197.000000 Penalty: 5771.118652
	Iteration 86Q: 3 clusters Score -1.38162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 109323 members 
Entering Unmasked Estep 
Score: -13816191.000000 Penalty: 5771.118652
	Iteration 87Q: 3 clusters Score -1.381619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 109327 members 
Entering Unmasked Estep 
Score: -13816184.000000 Penalty: 5771.118652
	Iteration 88Q: 3 clusters Score -1.381618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 109331 members 
Entering Unmasked Estep 
Score: -13816188.000000 Penalty: 5771.118652
	Iteration 89Q: 3 clusters Score -1.381619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 109337 members 
Entering Unmasked Estep 
Score: -13816195.000000 Penalty: 5771.118652
	Iteration 90Q: 3 clusters Score -1.38162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 109342 members 
Entering Unmasked Estep 
Score: -13816199.000000 Penalty: 5771.118652
	Iteration 91Q: 3 clusters Score -1.38162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 109347 members 
Entering Unmasked Estep 
Score: -13816185.000000 Penalty: 5771.118652
	Iteration 92Q: 3 clusters Score -1.381618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 109353 members 
Entering Unmasked Estep 
Score: -13816186.000000 Penalty: 5771.118652
	Iteration 93Q: 3 clusters Score -1.381619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 109358 members 
Entering Unmasked Estep 
Score: -13816181.000000 Penalty: 5771.118652
	Iteration 94Q: 3 clusters Score -1.381618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 109361 members 
Entering Unmasked Estep 
Score: -13816194.000000 Penalty: 5771.118652
	Iteration 95Q: 3 clusters Score -1.381619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 109363 members 
Entering Unmasked Estep 
Score: -13816196.000000 Penalty: 5771.118652
	Iteration 96Q: 3 clusters Score -1.38162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 109364 members 
Entering Unmasked Estep 
Score: -13816200.000000 Penalty: 5771.118652
	Iteration 97Q: 3 clusters Score -1.38162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 109366 members 
Entering Unmasked Estep 
Score: -13816195.000000 Penalty: 5771.118652
	Iteration 98Q: 3 clusters Score -1.38162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 109366 members 
Entering Unmasked Estep 
Score: -13816195.000000 Penalty: 5771.118652
	Iteration 99F: 3 clusters Score -1.38162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Entering Unmasked Estep 
Score: -520590.000000 Penalty: 2091.207764
	Iteration 0F: 2 clusters Score -520590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -516300.312500 Penalty: 4182.415527
	Iteration 0F: 3 clusters Score -516300.3 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -517296.968750 Penalty: 4182.415527
	Iteration 1F: 3 clusters Score -517297 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -517537.218750 Penalty: 4182.415527
	Iteration 2F: 3 clusters Score -517537.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -517721.125000 Penalty: 4182.415527
	Iteration 3F: 3 clusters Score -517721.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -517872.031250 Penalty: 4182.415527
	Iteration 4Q: 3 clusters Score -517872 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -518025.875000 Penalty: 4182.415527
	Iteration 5Q: 3 clusters Score -518025.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -518220.000000 Penalty: 4182.415527
	Iteration 6Q: 3 clusters Score -518220 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -518395.000000 Penalty: 4182.415527
	Iteration 7Q: 3 clusters Score -518395 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -518582.125000 Penalty: 4182.415527
	Iteration 8Q: 3 clusters Score -518582.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -518714.343750 Penalty: 4182.415527
	Iteration 9Q: 3 clusters Score -518714.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -518809.312500 Penalty: 4182.415527
	Iteration 10Q: 3 clusters Score -518809.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -518898.437500 Penalty: 4182.415527
	Iteration 11Q: 3 clusters Score -518898.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -518976.281250 Penalty: 4182.415527
	Iteration 12Q: 3 clusters Score -518976.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -519043.812500 Penalty: 4182.415527
	Iteration 13Q: 3 clusters Score -519043.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -519110.343750 Penalty: 4182.415527
	Iteration 14Q: 3 clusters Score -519110.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -519163.531250 Penalty: 4182.415527
	Iteration 15Q: 3 clusters Score -519163.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -519207.687500 Penalty: 4182.415527
	Iteration 16Q: 3 clusters Score -519207.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -519242.906250 Penalty: 4182.415527
	Iteration 17Q: 3 clusters Score -519242.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -519268.187500 Penalty: 4182.415527
	Iteration 18Q: 3 clusters Score -519268.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -519289.281250 Penalty: 4182.415527
	Iteration 19Q: 3 clusters Score -519289.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -519309.656250 Penalty: 4182.415527
	Iteration 20F: 3 clusters Score -519309.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -519328.406250 Penalty: 4182.415527
	Iteration 21Q: 3 clusters Score -519328.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -519344.875000 Penalty: 4182.415527
	Iteration 22Q: 3 clusters Score -519344.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -519353.718750 Penalty: 4182.415527
	Iteration 23Q: 3 clusters Score -519353.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -519358.718750 Penalty: 4182.415527
	Iteration 24Q: 3 clusters Score -519358.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -519366.468750 Penalty: 4182.415527
	Iteration 25Q: 3 clusters Score -519366.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -519372.093750 Penalty: 4182.415527
	Iteration 26Q: 3 clusters Score -519372.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -519376.187500 Penalty: 4182.415527
	Iteration 27Q: 3 clusters Score -519376.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -519380.531250 Penalty: 4182.415527
	Iteration 28Q: 3 clusters Score -519380.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -519384.625000 Penalty: 4182.415527
	Iteration 29Q: 3 clusters Score -519384.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -519388.187500 Penalty: 4182.415527
	Iteration 30Q: 3 clusters Score -519388.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -519390.281250 Penalty: 4182.415527
	Iteration 31Q: 3 clusters Score -519390.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -519391.875000 Penalty: 4182.415527
	Iteration 32Q: 3 clusters Score -519391.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -519391.281250 Penalty: 4182.415527
	Iteration 33Q: 3 clusters Score -519391.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -519390.843750 Penalty: 4182.415527
	Iteration 34Q: 3 clusters Score -519390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -519392.250000 Penalty: 4182.415527
	Iteration 35Q: 3 clusters Score -519392.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -519393.656250 Penalty: 4182.415527
	Iteration 36Q: 3 clusters Score -519393.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -519394.625000 Penalty: 4182.415527
	Iteration 37Q: 3 clusters Score -519394.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -519394.625000 Penalty: 4182.415527
	Iteration 38F: 3 clusters Score -519394.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -26856.220703 Penalty: 1392.055786
	Iteration 0F: 2 clusters Score -26856.22 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 130 members 
Entering Unmasked Estep 
Score: -25683.000000 Penalty: 2784.111572
	Iteration 0F: 3 clusters Score -25683 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25777.720703 Penalty: 2784.111572
	Iteration 1F: 3 clusters Score -25777.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25795.917969 Penalty: 2784.111572
	Iteration 2Q: 3 clusters Score -25795.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25806.802734 Penalty: 2784.111572
	Iteration 3Q: 3 clusters Score -25806.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25807.968750 Penalty: 2784.111572
	Iteration 4Q: 3 clusters Score -25807.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25813.146484 Penalty: 2784.111572
	Iteration 5Q: 3 clusters Score -25813.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25813.146484 Penalty: 2784.111572
	Iteration 6F: 3 clusters Score -25813.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Entering Unmasked Estep 
Score: -6776991.000000 Penalty: 2707.585938
	Iteration 0F: 2 clusters Score -6776991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -6739934.500000 Penalty: 5415.171875
	Iteration 0F: 3 clusters Score -6739934 nChanged 25699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -6754527.500000 Penalty: 5415.171875
	Iteration 1F: 3 clusters Score -6754528 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -6755354.500000 Penalty: 5415.171875
	Iteration 2Q: 3 clusters Score -6755354 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -6756313.500000 Penalty: 5415.171875
	Iteration 3Q: 3 clusters Score -6756314 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -6757656.000000 Penalty: 5415.171875
	Iteration 4Q: 3 clusters Score -6757656 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -6759591.000000 Penalty: 5415.171875
	Iteration 5F: 3 clusters Score -6759591 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -6762337.500000 Penalty: 5415.171875
	Iteration 6F: 3 clusters Score -6762338 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -6765651.000000 Penalty: 5415.171875
	Iteration 7F: 3 clusters Score -6765651 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -6768721.500000 Penalty: 5415.171875
	Iteration 8F: 3 clusters Score -6768722 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -6770613.500000 Penalty: 5415.171875
	Iteration 9Q: 3 clusters Score -6770614 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -6771604.500000 Penalty: 5415.171875
	Iteration 10Q: 3 clusters Score -6771604 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -6772124.000000 Penalty: 5415.171875
	Iteration 11Q: 3 clusters Score -6772124 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -6772525.000000 Penalty: 5415.171875
	Iteration 12Q: 3 clusters Score -6772525 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -6772790.000000 Penalty: 5415.171875
	Iteration 13Q: 3 clusters Score -6772790 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -6773057.500000 Penalty: 5415.171875
	Iteration 14Q: 3 clusters Score -6773058 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -6773298.500000 Penalty: 5415.171875
	Iteration 15Q: 3 clusters Score -6773298 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -6773500.500000 Penalty: 5415.171875
	Iteration 16Q: 3 clusters Score -6773500 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -6773688.500000 Penalty: 5415.171875
	Iteration 17Q: 3 clusters Score -6773688 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -6773836.500000 Penalty: 5415.171875
	Iteration 18Q: 3 clusters Score -6773836 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -6773963.500000 Penalty: 5415.171875
	Iteration 19Q: 3 clusters Score -6773964 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -6774090.500000 Penalty: 5415.171875
	Iteration 20F: 3 clusters Score -6774090 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -6774195.000000 Penalty: 5415.171875
	Iteration 21Q: 3 clusters Score -6774195 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -6774265.000000 Penalty: 5415.171875
	Iteration 22Q: 3 clusters Score -6774265 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -6774366.500000 Penalty: 5415.171875
	Iteration 23Q: 3 clusters Score -6774366 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -6774436.500000 Penalty: 5415.171875
	Iteration 24Q: 3 clusters Score -6774436 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -6774504.500000 Penalty: 5415.171875
	Iteration 25Q: 3 clusters Score -6774504 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -6774552.000000 Penalty: 5415.171875
	Iteration 26Q: 3 clusters Score -6774552 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -6774560.000000 Penalty: 5415.171875
	Iteration 27Q: 3 clusters Score -6774560 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -6774604.500000 Penalty: 5415.171875
	Iteration 28Q: 3 clusters Score -6774604 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -6774625.500000 Penalty: 5415.171875
	Iteration 29Q: 3 clusters Score -6774626 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -6774635.500000 Penalty: 5415.171875
	Iteration 30Q: 3 clusters Score -6774636 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -6774657.500000 Penalty: 5415.171875
	Iteration 31Q: 3 clusters Score -6774658 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -6774675.500000 Penalty: 5415.171875
	Iteration 32Q: 3 clusters Score -6774676 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -6774699.500000 Penalty: 5415.171875
	Iteration 33Q: 3 clusters Score -6774700 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -6774703.500000 Penalty: 5415.171875
	Iteration 34Q: 3 clusters Score -6774704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -6774722.500000 Penalty: 5415.171875
	Iteration 35Q: 3 clusters Score -6774722 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -6774726.500000 Penalty: 5415.171875
	Iteration 36Q: 3 clusters Score -6774726 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -6774746.000000 Penalty: 5415.171875
	Iteration 37Q: 3 clusters Score -6774746 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -6774760.000000 Penalty: 5415.171875
	Iteration 38Q: 3 clusters Score -6774760 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -6774760.500000 Penalty: 5415.171875
	Iteration 39Q: 3 clusters Score -6774760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -6774767.000000 Penalty: 5415.171875
	Iteration 40F: 3 clusters Score -6774767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -6774780.500000 Penalty: 5415.171875
	Iteration 41Q: 3 clusters Score -6774780 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -6774788.500000 Penalty: 5415.171875
	Iteration 42Q: 3 clusters Score -6774788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -6774803.000000 Penalty: 5415.171875
	Iteration 43Q: 3 clusters Score -6774803 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -6774806.000000 Penalty: 5415.171875
	Iteration 44Q: 3 clusters Score -6774806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -6774799.000000 Penalty: 5415.171875
	Iteration 45Q: 3 clusters Score -6774799 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -6774805.000000 Penalty: 5415.171875
	Iteration 46Q: 3 clusters Score -6774805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -6774818.000000 Penalty: 5415.171875
	Iteration 47Q: 3 clusters Score -6774818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -6774818.500000 Penalty: 5415.171875
	Iteration 48Q: 3 clusters Score -6774818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -6774829.500000 Penalty: 5415.171875
	Iteration 49Q: 3 clusters Score -6774830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -6774843.000000 Penalty: 5415.171875
	Iteration 50Q: 3 clusters Score -6774843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -6774859.000000 Penalty: 5415.171875
	Iteration 51Q: 3 clusters Score -6774859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -6774852.500000 Penalty: 5415.171875
	Iteration 52Q: 3 clusters Score -6774852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -6774861.500000 Penalty: 5415.171875
	Iteration 53Q: 3 clusters Score -6774862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -6774858.000000 Penalty: 5415.171875
	Iteration 54Q: 3 clusters Score -6774858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -6774868.000000 Penalty: 5415.171875
	Iteration 55Q: 3 clusters Score -6774868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -6774874.000000 Penalty: 5415.171875
	Iteration 56Q: 3 clusters Score -6774874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 52386 members 
Entering Unmasked Estep 
Score: -6774871.000000 Penalty: 5415.171875
	Iteration 57Q: 3 clusters Score -6774871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -6774865.500000 Penalty: 5415.171875
	Iteration 58Q: 3 clusters Score -6774866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -6774867.000000 Penalty: 5415.171875
	Iteration 59Q: 3 clusters Score -6774867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -6774873.500000 Penalty: 5415.171875
	Iteration 60F: 3 clusters Score -6774874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -6774864.000000 Penalty: 5415.171875
	Iteration 61Q: 3 clusters Score -6774864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -6774864.000000 Penalty: 5415.171875
	Iteration 62F: 3 clusters Score -6774864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 675 members 
Mstep: Class 5 contains 35237 members 
Mstep: Class 7 contains 3959 members 
Mstep: Class 9 contains 2278 members 
Mstep: Class 10 contains 55646 members 
Mstep: Class 11 contains 288 members 
Mstep: Class 12 contains 319735 members 
Mstep: Class 13 contains 61041 members 
Mstep: Class 14 contains 6633 members 
Mstep: Class 15 contains 113020 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 274 members 
Mstep: Class 19 contains 55143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104248920.000000 Penalty: 57676.941406
Iteration 39Q: 18 clusters Score -1.042489e+08 nChanged 19532
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 669 members 
Mstep: Class 3 contains 1931 members 
Mstep: Class 4 contains 208386 members 
Mstep: Class 5 contains 35638 members 
Mstep: Class 6 contains 933 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 57112 members 
Mstep: Class 11 contains 275 members 
Mstep: Class 12 contains 318889 members 
Mstep: Class 13 contains 61298 members 
Mstep: Class 14 contains 6609 members 
Mstep: Class 15 contains 114286 members 
Mstep: Class 16 contains 4427 members 
Mstep: Class 17 contains 273 members 
Mstep: Class 19 contains 55593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104253336.000000 Penalty: 57676.941406
Iteration 40F: 18 clusters Score -1.042533e+08 nChanged 14483
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 1961 members 
Mstep: Class 4 contains 210317 members 
Mstep: Class 5 contains 35697 members 
Mstep: Class 6 contains 967 members 
Mstep: Class 7 contains 4419 members 
Mstep: Class 9 contains 2600 members 
Mstep: Class 10 contains 58219 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 315168 members 
Mstep: Class 13 contains 61413 members 
Mstep: Class 14 contains 6576 members 
Mstep: Class 15 contains 114922 members 
Mstep: Class 16 contains 4329 members 
Mstep: Class 17 contains 270 members 
Mstep: Class 19 contains 55411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104256824.000000 Penalty: 57676.941406
Iteration 41Q: 18 clusters Score -1.042568e+08 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 594 members 
Mstep: Class 3 contains 1992 members 
Mstep: Class 4 contains 211566 members 
Mstep: Class 5 contains 35830 members 
Mstep: Class 6 contains 992 members 
Mstep: Class 7 contains 4462 members 
Mstep: Class 9 contains 2623 members 
Mstep: Class 10 contains 59198 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 312427 members 
Mstep: Class 13 contains 61458 members 
Mstep: Class 14 contains 6549 members 
Mstep: Class 15 contains 115458 members 
Mstep: Class 16 contains 4269 members 
Mstep: Class 17 contains 271 members 
Mstep: Class 19 contains 55197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104259400.000000 Penalty: 57676.941406
Iteration 42Q: 18 clusters Score -1.042594e+08 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 570 members 
Mstep: Class 3 contains 2008 members 
Mstep: Class 4 contains 212554 members 
Mstep: Class 5 contains 35993 members 
Mstep: Class 6 contains 1015 members 
Mstep: Class 7 contains 4481 members 
Mstep: Class 9 contains 2636 members 
Mstep: Class 10 contains 60143 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 309988 members 
Mstep: Class 13 contains 61457 members 
Mstep: Class 14 contains 6524 members 
Mstep: Class 15 contains 116048 members 
Mstep: Class 16 contains 4233 members 
Mstep: Class 17 contains 274 members 
Mstep: Class 19 contains 54959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104260960.000000 Penalty: 57676.941406
Iteration 43Q: 18 clusters Score -1.04261e+08 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 557 members 
Mstep: Class 3 contains 2023 members 
Mstep: Class 4 contains 213662 members 
Mstep: Class 5 contains 36240 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 4496 members 
Mstep: Class 9 contains 2642 members 
Mstep: Class 10 contains 61008 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 307468 members 
Mstep: Class 13 contains 61486 members 
Mstep: Class 14 contains 6495 members 
Mstep: Class 15 contains 116607 members 
Mstep: Class 16 contains 4214 members 
Mstep: Class 17 contains 276 members 
Mstep: Class 19 contains 54680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104262656.000000 Penalty: 57676.941406
Iteration 44Q: 18 clusters Score -1.042627e+08 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 214588 members 
Mstep: Class 5 contains 36508 members 
Mstep: Class 6 contains 1033 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 9 contains 2644 members 
Mstep: Class 10 contains 61819 members 
Mstep: Class 11 contains 298 members 
Mstep: Class 12 contains 305251 members 
Mstep: Class 13 contains 61552 members 
Mstep: Class 14 contains 6470 members 
Mstep: Class 15 contains 117040 members 
Mstep: Class 16 contains 4205 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 19 contains 54411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104264208.000000 Penalty: 57676.941406
Iteration 45Q: 18 clusters Score -1.042642e+08 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 215402 members 
Mstep: Class 5 contains 36805 members 
Mstep: Class 6 contains 1033 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 9 contains 2651 members 
Mstep: Class 10 contains 62540 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 303326 members 
Mstep: Class 13 contains 61609 members 
Mstep: Class 14 contains 6445 members 
Mstep: Class 15 contains 117473 members 
Mstep: Class 16 contains 4193 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 19 contains 54035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104265736.000000 Penalty: 57676.941406
Iteration 46Q: 18 clusters Score -1.042657e+08 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 2028 members 
Mstep: Class 4 contains 216015 members 
Mstep: Class 5 contains 37128 members 
Mstep: Class 6 contains 1033 members 
Mstep: Class 7 contains 4520 members 
Mstep: Class 9 contains 2651 members 
Mstep: Class 10 contains 63264 members 
Mstep: Class 11 contains 300 members 
Mstep: Class 12 contains 301520 members 
Mstep: Class 13 contains 61684 members 
Mstep: Class 14 contains 6413 members 
Mstep: Class 15 contains 117951 members 
Mstep: Class 16 contains 4194 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 19 contains 53652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104267040.000000 Penalty: 57676.941406
Iteration 47Q: 18 clusters Score -1.04267e+08 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 2028 members 
Mstep: Class 4 contains 216350 members 
Mstep: Class 5 contains 37493 members 
Mstep: Class 6 contains 1033 members 
Mstep: Class 7 contains 4528 members 
Mstep: Class 9 contains 2651 members 
Mstep: Class 10 contains 63955 members 
Mstep: Class 11 contains 301 members 
Mstep: Class 12 contains 299975 members 
Mstep: Class 13 contains 61738 members 
Mstep: Class 14 contains 6388 members 
Mstep: Class 15 contains 118464 members 
Mstep: Class 16 contains 4192 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 19 contains 53258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104267984.000000 Penalty: 57676.941406
Iteration 48Q: 18 clusters Score -1.04268e+08 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 2028 members 
Mstep: Class 4 contains 216766 members 
Mstep: Class 5 contains 37885 members 
Mstep: Class 6 contains 1036 members 
Mstep: Class 7 contains 4523 members 
Mstep: Class 9 contains 2653 members 
Mstep: Class 10 contains 64584 members 
Mstep: Class 11 contains 302 members 
Mstep: Class 12 contains 298472 members 
Mstep: Class 13 contains 61762 members 
Mstep: Class 14 contains 6362 members 
Mstep: Class 15 contains 118951 members 
Mstep: Class 16 contains 4191 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 19 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104269048.000000 Penalty: 57676.941406
Iteration 49Q: 18 clusters Score -1.04269e+08 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 535 members 
Mstep: Class 3 contains 2028 members 
Mstep: Class 4 contains 217296 members 
Mstep: Class 5 contains 38265 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4525 members 
Mstep: Class 9 contains 2654 members 
Mstep: Class 10 contains 65172 members 
Mstep: Class 11 contains 302 members 
Mstep: Class 12 contains 296864 members 
Mstep: Class 13 contains 61788 members 
Mstep: Class 14 contains 6325 members 
Mstep: Class 15 contains 119471 members 
Mstep: Class 16 contains 4190 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 19 contains 52441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104270320.000000 Penalty: 57676.941406
Iteration 50Q: 18 clusters Score -1.042703e+08 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 532 members 
Mstep: Class 3 contains 2028 members 
Mstep: Class 4 contains 217676 members 
Mstep: Class 5 contains 38725 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 4529 members 
Mstep: Class 9 contains 2655 members 
Mstep: Class 10 contains 65714 members 
Mstep: Class 11 contains 302 members 
Mstep: Class 12 contains 295456 members 
Mstep: Class 13 contains 61805 members 
Mstep: Class 14 contains 6282 members 
Mstep: Class 15 contains 119976 members 
Mstep: Class 16 contains 4187 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 19 contains 51986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104270960.000000 Penalty: 57676.941406
Iteration 51Q: 18 clusters Score -1.04271e+08 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 217980 members 
Mstep: Class 5 contains 39213 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 4528 members 
Mstep: Class 9 contains 2654 members 
Mstep: Class 10 contains 66142 members 
Mstep: Class 11 contains 302 members 
Mstep: Class 12 contains 294262 members 
Mstep: Class 13 contains 61764 members 
Mstep: Class 14 contains 6260 members 
Mstep: Class 15 contains 120528 members 
Mstep: Class 16 contains 4186 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 19 contains 51473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104272152.000000 Penalty: 57676.941406
Iteration 52Q: 18 clusters Score -1.042722e+08 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 218286 members 
Mstep: Class 5 contains 39690 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 4525 members 
Mstep: Class 9 contains 2655 members 
Mstep: Class 10 contains 66531 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 293104 members 
Mstep: Class 13 contains 61702 members 
Mstep: Class 14 contains 6237 members 
Mstep: Class 15 contains 121106 members 
Mstep: Class 16 contains 4185 members 
Mstep: Class 17 contains 280 members 
Mstep: Class 19 contains 50967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104273368.000000 Penalty: 57676.941406
Iteration 53Q: 18 clusters Score -1.042734e+08 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 218775 members 
Mstep: Class 5 contains 40198 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4523 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 66877 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 291884 members 
Mstep: Class 13 contains 61589 members 
Mstep: Class 14 contains 6212 members 
Mstep: Class 15 contains 121699 members 
Mstep: Class 16 contains 4183 members 
Mstep: Class 17 contains 280 members 
Mstep: Class 19 contains 50389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104274032.000000 Penalty: 57676.941406
Iteration 54Q: 18 clusters Score -1.04274e+08 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 219369 members 
Mstep: Class 5 contains 40689 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 4526 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 67183 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 290580 members 
Mstep: Class 13 contains 61495 members 
Mstep: Class 14 contains 6185 members 
Mstep: Class 15 contains 122305 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 280 members 
Mstep: Class 19 contains 49816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104274712.000000 Penalty: 57676.941406
Iteration 55Q: 18 clusters Score -1.042747e+08 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 220027 members 
Mstep: Class 5 contains 41126 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4524 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 67439 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 289198 members 
Mstep: Class 13 contains 61423 members 
Mstep: Class 14 contains 6156 members 
Mstep: Class 15 contains 122983 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 280 members 
Mstep: Class 19 contains 49269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104275704.000000 Penalty: 57676.941406
Iteration 56Q: 18 clusters Score -1.042757e+08 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 220717 members 
Mstep: Class 5 contains 41603 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 67641 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 287818 members 
Mstep: Class 13 contains 61330 members 
Mstep: Class 14 contains 6132 members 
Mstep: Class 15 contains 123648 members 
Mstep: Class 16 contains 4185 members 
Mstep: Class 17 contains 280 members 
Mstep: Class 19 contains 48739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104276208.000000 Penalty: 57676.941406
Iteration 57Q: 18 clusters Score -1.042762e+08 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 221393 members 
Mstep: Class 5 contains 42082 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4520 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 67830 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 286469 members 
Mstep: Class 13 contains 61218 members 
Mstep: Class 14 contains 6108 members 
Mstep: Class 15 contains 124300 members 
Mstep: Class 16 contains 4186 members 
Mstep: Class 17 contains 280 members 
Mstep: Class 19 contains 48223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104276640.000000 Penalty: 57676.941406
Iteration 58Q: 18 clusters Score -1.042766e+08 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 222042 members 
Mstep: Class 5 contains 42592 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4524 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 67978 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 285192 members 
Mstep: Class 13 contains 61083 members 
Mstep: Class 14 contains 6085 members 
Mstep: Class 15 contains 124920 members 
Mstep: Class 16 contains 4186 members 
Mstep: Class 17 contains 280 members 
Mstep: Class 19 contains 47727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104277336.000000 Penalty: 57676.941406
Iteration 59Q: 18 clusters Score -1.042773e+08 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 222636 members 
Mstep: Class 5 contains 43131 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4531 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 68131 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 283913 members 
Mstep: Class 13 contains 60933 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 125588 members 
Mstep: Class 16 contains 4186 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 19 contains 47216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104277928.000000 Penalty: 57676.941406
Iteration 60F: 18 clusters Score -1.042779e+08 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 223160 members 
Mstep: Class 5 contains 43702 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 4530 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 68300 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 282645 members 
Mstep: Class 13 contains 60801 members 
Mstep: Class 14 contains 6036 members 
Mstep: Class 15 contains 126235 members 
Mstep: Class 16 contains 4187 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 19 contains 46734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104278480.000000 Penalty: 57676.941406
Iteration 61Q: 18 clusters Score -1.042785e+08 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 223705 members 
Mstep: Class 5 contains 44248 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 4530 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 68436 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 281418 members 
Mstep: Class 13 contains 60656 members 
Mstep: Class 14 contains 6009 members 
Mstep: Class 15 contains 126850 members 
Mstep: Class 16 contains 4185 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 19 contains 46289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104279080.000000 Penalty: 57676.941406
Iteration 62Q: 18 clusters Score -1.042791e+08 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 224172 members 
Mstep: Class 5 contains 44858 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 4530 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 68523 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 280327 members 
Mstep: Class 13 contains 60498 members 
Mstep: Class 14 contains 5984 members 
Mstep: Class 15 contains 127411 members 
Mstep: Class 16 contains 4183 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 19 contains 45840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104279872.000000 Penalty: 57676.941406
Iteration 63Q: 18 clusters Score -1.042799e+08 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 224537 members 
Mstep: Class 5 contains 45494 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 4525 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 68583 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 279344 members 
Mstep: Class 13 contains 60323 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 127985 members 
Mstep: Class 16 contains 4183 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 19 contains 45391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280624.000000 Penalty: 57676.941406
Iteration 64Q: 18 clusters Score -1.042806e+08 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 224811 members 
Mstep: Class 5 contains 46152 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 4526 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 68624 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 278442 members 
Mstep: Class 13 contains 60178 members 
Mstep: Class 14 contains 5932 members 
Mstep: Class 15 contains 128553 members 
Mstep: Class 16 contains 4183 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 19 contains 44925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281256.000000 Penalty: 57676.941406
Iteration 65Q: 18 clusters Score -1.042813e+08 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 225012 members 
Mstep: Class 5 contains 46884 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 68648 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 277588 members 
Mstep: Class 13 contains 59994 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 129143 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 19 contains 44455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281336.000000 Penalty: 57676.941406
Iteration 66Q: 18 clusters Score -1.042813e+08 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 225217 members 
Mstep: Class 5 contains 47654 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 68663 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 276747 members 
Mstep: Class 13 contains 59797 members 
Mstep: Class 14 contains 5863 members 
Mstep: Class 15 contains 129678 members 
Mstep: Class 16 contains 4182 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 19 contains 44007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281736.000000 Penalty: 57676.941406
Iteration 67Q: 18 clusters Score -1.042817e+08 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 225324 members 
Mstep: Class 5 contains 48455 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 68672 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 275970 members 
Mstep: Class 13 contains 59552 members 
Mstep: Class 14 contains 5831 members 
Mstep: Class 15 contains 130244 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 19 contains 43580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282184.000000 Penalty: 57676.941406
Iteration 68Q: 18 clusters Score -1.042822e+08 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 225383 members 
Mstep: Class 5 contains 49201 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 68652 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 275268 members 
Mstep: Class 13 contains 59327 members 
Mstep: Class 14 contains 5802 members 
Mstep: Class 15 contains 130868 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 19 contains 43125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282480.000000 Penalty: 57676.941406
Iteration 69Q: 18 clusters Score -1.042825e+08 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 225340 members 
Mstep: Class 5 contains 49935 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 68632 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 274666 members 
Mstep: Class 13 contains 59102 members 
Mstep: Class 14 contains 5772 members 
Mstep: Class 15 contains 131496 members 
Mstep: Class 16 contains 4183 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 19 contains 42682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282808.000000 Penalty: 57676.941406
Iteration 70Q: 18 clusters Score -1.042828e+08 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 225255 members 
Mstep: Class 5 contains 50627 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 68598 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 274082 members 
Mstep: Class 13 contains 58907 members 
Mstep: Class 14 contains 5739 members 
Mstep: Class 15 contains 132143 members 
Mstep: Class 16 contains 4182 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 19 contains 42275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283376.000000 Penalty: 57676.941406
Iteration 71Q: 18 clusters Score -1.042834e+08 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 225144 members 
Mstep: Class 5 contains 51281 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 68566 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 273597 members 
Mstep: Class 13 contains 58715 members 
Mstep: Class 14 contains 5709 members 
Mstep: Class 15 contains 132717 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 19 contains 41901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283496.000000 Penalty: 57676.941406
Iteration 72Q: 18 clusters Score -1.042835e+08 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 225010 members 
Mstep: Class 5 contains 51990 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4510 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 68532 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 273090 members 
Mstep: Class 13 contains 58513 members 
Mstep: Class 14 contains 5685 members 
Mstep: Class 15 contains 133301 members 
Mstep: Class 16 contains 4180 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 19 contains 41513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283552.000000 Penalty: 57676.941406
Iteration 73Q: 18 clusters Score -1.042836e+08 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 224882 members 
Mstep: Class 5 contains 52764 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4510 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 68491 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 272524 members 
Mstep: Class 13 contains 58290 members 
Mstep: Class 14 contains 5661 members 
Mstep: Class 15 contains 133901 members 
Mstep: Class 16 contains 4179 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 19 contains 41122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283608.000000 Penalty: 57676.941406
Iteration 74Q: 18 clusters Score -1.042836e+08 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 224710 members 
Mstep: Class 5 contains 53541 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4503 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 68458 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 271986 members 
Mstep: Class 13 contains 58084 members 
Mstep: Class 14 contains 5633 members 
Mstep: Class 15 contains 134473 members 
Mstep: Class 16 contains 4179 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 19 contains 40757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284016.000000 Penalty: 57676.941406
Iteration 75Q: 18 clusters Score -1.04284e+08 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 224524 members 
Mstep: Class 5 contains 54340 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4500 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 68434 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 271409 members 
Mstep: Class 13 contains 57871 members 
Mstep: Class 14 contains 5599 members 
Mstep: Class 15 contains 135079 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 19 contains 40390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284224.000000 Penalty: 57676.941406
Iteration 76Q: 18 clusters Score -1.042842e+08 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 224324 members 
Mstep: Class 5 contains 55194 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4499 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 68402 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 270806 members 
Mstep: Class 13 contains 57651 members 
Mstep: Class 14 contains 5568 members 
Mstep: Class 15 contains 135692 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 40009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284680.000000 Penalty: 57676.941406
Iteration 77Q: 18 clusters Score -1.042847e+08 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 224133 members 
Mstep: Class 5 contains 55996 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4501 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 68360 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 270262 members 
Mstep: Class 13 contains 57438 members 
Mstep: Class 14 contains 5536 members 
Mstep: Class 15 contains 136268 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 39651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284912.000000 Penalty: 57676.941406
Iteration 78Q: 18 clusters Score -1.042849e+08 nChanged 2629
Entering ConstructFrom: 
Score: -104284912.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (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: -51633.453125 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -51633.45 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: -50103.703125 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -50103.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50274.230469 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -50274.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50320.742188 Penalty: 3091.294189
	Iteration 2Q: 3 clusters Score -50320.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50354.078125 Penalty: 3091.294189
	Iteration 3Q: 3 clusters Score -50354.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50364.851562 Penalty: 3091.294189
	Iteration 4Q: 3 clusters Score -50364.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50370.054688 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -50370.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50378.667969 Penalty: 3091.294189
	Iteration 6Q: 3 clusters Score -50378.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50390.863281 Penalty: 3091.294189
	Iteration 7Q: 3 clusters Score -50390.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50407.484375 Penalty: 3091.294189
	Iteration 8Q: 3 clusters Score -50407.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50410.675781 Penalty: 3091.294189
	Iteration 9Q: 3 clusters Score -50410.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50410.675781 Penalty: 3091.294189
	Iteration 10F: 3 clusters Score -50410.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -47189.578125 Penalty: 1554.265747
	Iteration 0F: 2 clusters Score -47189.58 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 259 members 
Entering Unmasked Estep 
Score: -45744.394531 Penalty: 3108.531494
	Iteration 0F: 3 clusters Score -45744.39 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46033.781250 Penalty: 3108.531494
	Iteration 1F: 3 clusters Score -46033.78 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46239.183594 Penalty: 3108.531494
	Iteration 2F: 3 clusters Score -46239.18 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -46533.250000 Penalty: 3108.531494
	Iteration 3F: 3 clusters Score -46533.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -46701.828125 Penalty: 3108.531494
	Iteration 4F: 3 clusters Score -46701.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -46778.929688 Penalty: 3108.531494
	Iteration 5Q: 3 clusters Score -46778.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -46859.363281 Penalty: 3108.531494
	Iteration 6Q: 3 clusters Score -46859.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -46874.230469 Penalty: 3108.531494
	Iteration 7Q: 3 clusters Score -46874.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -46901.347656 Penalty: 3108.531494
	Iteration 8Q: 3 clusters Score -46901.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -46959.761719 Penalty: 3108.531494
	Iteration 9Q: 3 clusters Score -46959.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -46982.261719 Penalty: 3108.531494
	Iteration 10Q: 3 clusters Score -46982.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -46997.765625 Penalty: 3108.531494
	Iteration 11Q: 3 clusters Score -46997.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -47005.207031 Penalty: 3108.531494
	Iteration 12Q: 3 clusters Score -47005.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47006.253906 Penalty: 3108.531494
	Iteration 13Q: 3 clusters Score -47006.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47007.140625 Penalty: 3108.531494
	Iteration 14F: 3 clusters Score -47007.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47044.480469 Penalty: 3108.531494
	Iteration 15Q: 3 clusters Score -47044.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47110.542969 Penalty: 3108.531494
	Iteration 16Q: 3 clusters Score -47110.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47150.421875 Penalty: 3108.531494
	Iteration 17Q: 3 clusters Score -47150.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47184.933594 Penalty: 3108.531494
	Iteration 18Q: 3 clusters Score -47184.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47210.542969 Penalty: 3108.531494
	Iteration 19Q: 3 clusters Score -47210.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47221.843750 Penalty: 3108.531494
	Iteration 20F: 3 clusters Score -47221.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 223924 members 
Mstep: Class 5 contains 56800 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4501 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 68313 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 269708 members 
Mstep: Class 13 contains 57244 members 
Mstep: Class 14 contains 5489 members 
Mstep: Class 15 contains 136873 members 
Mstep: Class 16 contains 4177 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 39294 members 
Entering Unmasked Estep 
Score: -104283336.000000 Penalty: 61069.699219
Splitting cluster 2 changes total score from -104284912.000000 to -104283336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Entering Unmasked Estep 
Score: -213538.406250 Penalty: 1888.716187
	Iteration 0F: 2 clusters Score -213538.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -211032.578125 Penalty: 3777.432373
	Iteration 0F: 3 clusters Score -211032.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -211885.140625 Penalty: 3777.432373
	Iteration 1F: 3 clusters Score -211885.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -212347.296875 Penalty: 3777.432373
	Iteration 2F: 3 clusters Score -212347.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -212872.515625 Penalty: 3777.432373
	Iteration 3F: 3 clusters Score -212872.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -213235.515625 Penalty: 3777.432373
	Iteration 4F: 3 clusters Score -213235.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -213364.765625 Penalty: 3777.432373
	Iteration 5Q: 3 clusters Score -213364.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -213418.312500 Penalty: 3777.432373
	Iteration 6Q: 3 clusters Score -213418.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -213440.406250 Penalty: 3777.432373
	Iteration 7Q: 3 clusters Score -213440.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -213447.812500 Penalty: 3777.432373
	Iteration 8Q: 3 clusters Score -213447.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -213451.828125 Penalty: 3777.432373
	Iteration 9Q: 3 clusters Score -213451.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -213454.906250 Penalty: 3777.432373
	Iteration 10Q: 3 clusters Score -213454.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -213455.968750 Penalty: 3777.432373
	Iteration 11Q: 3 clusters Score -213456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -213455.968750 Penalty: 3777.432373
	Iteration 12F: 3 clusters Score -213456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (223924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223924 members 
Entering Unmasked Estep 
Score: -27232398.000000 Penalty: 3055.127441
	Iteration 0F: 2 clusters Score -2.72324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112011 members 
Mstep: Class 2 contains 111913 members 
Entering Unmasked Estep 
Score: -27091092.000000 Penalty: 6110.254883
	Iteration 0F: 3 clusters Score -2.709109e+07 nChanged 107966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112819 members 
Mstep: Class 2 contains 111105 members 
Entering Unmasked Estep 
Score: -27153810.000000 Penalty: 6110.254883
	Iteration 1F: 3 clusters Score -2.715381e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113098 members 
Mstep: Class 2 contains 110826 members 
Entering Unmasked Estep 
Score: -27154902.000000 Penalty: 6110.254883
	Iteration 2Q: 3 clusters Score -2.71549e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113389 members 
Mstep: Class 2 contains 110535 members 
Entering Unmasked Estep 
Score: -27155834.000000 Penalty: 6110.254883
	Iteration 3Q: 3 clusters Score -2.715583e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113917 members 
Mstep: Class 2 contains 110007 members 
Entering Unmasked Estep 
Score: -27156928.000000 Penalty: 6110.254883
	Iteration 4Q: 3 clusters Score -2.715693e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114890 members 
Mstep: Class 2 contains 109034 members 
Entering Unmasked Estep 
Score: -27158346.000000 Penalty: 6110.254883
	Iteration 5Q: 3 clusters Score -2.715835e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116448 members 
Mstep: Class 2 contains 107476 members 
Entering Unmasked Estep 
Score: -27160272.000000 Penalty: 6110.254883
	Iteration 6Q: 3 clusters Score -2.716027e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118940 members 
Mstep: Class 2 contains 104984 members 
Entering Unmasked Estep 
Score: -27163802.000000 Penalty: 6110.254883
	Iteration 7Q: 3 clusters Score -2.71638e+07 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123017 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -27168950.000000 Penalty: 6110.254883
	Iteration 8Q: 3 clusters Score -2.716895e+07 nChanged 13001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129292 members 
Mstep: Class 2 contains 94632 members 
Entering Unmasked Estep 
Score: -27176688.000000 Penalty: 6110.254883
	Iteration 9F: 3 clusters Score -2.717669e+07 nChanged 15292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138148 members 
Mstep: Class 2 contains 85776 members 
Entering Unmasked Estep 
Score: -27188266.000000 Penalty: 6110.254883
	Iteration 10F: 3 clusters Score -2.718827e+07 nChanged 16066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147898 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -27202356.000000 Penalty: 6110.254883
	Iteration 11F: 3 clusters Score -2.720236e+07 nChanged 14222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156052 members 
Mstep: Class 2 contains 67872 members 
Entering Unmasked Estep 
Score: -27213082.000000 Penalty: 6110.254883
	Iteration 12F: 3 clusters Score -2.721308e+07 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162022 members 
Mstep: Class 2 contains 61902 members 
Entering Unmasked Estep 
Score: -27218916.000000 Penalty: 6110.254883
	Iteration 13Q: 3 clusters Score -2.721892e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166780 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -27221950.000000 Penalty: 6110.254883
	Iteration 14Q: 3 clusters Score -2.722195e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171041 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -27223804.000000 Penalty: 6110.254883
	Iteration 15Q: 3 clusters Score -2.72238e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174841 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -27225530.000000 Penalty: 6110.254883
	Iteration 16Q: 3 clusters Score -2.722553e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178299 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -27227078.000000 Penalty: 6110.254883
	Iteration 17Q: 3 clusters Score -2.722708e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181346 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -27228274.000000 Penalty: 6110.254883
	Iteration 18Q: 3 clusters Score -2.722827e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184167 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -27229306.000000 Penalty: 6110.254883
	Iteration 19Q: 3 clusters Score -2.722931e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186574 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -27230106.000000 Penalty: 6110.254883
	Iteration 20F: 3 clusters Score -2.723011e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188766 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -27230678.000000 Penalty: 6110.254883
	Iteration 21Q: 3 clusters Score -2.723068e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190781 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -27231054.000000 Penalty: 6110.254883
	Iteration 22Q: 3 clusters Score -2.723105e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192657 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -27231360.000000 Penalty: 6110.254883
	Iteration 23Q: 3 clusters Score -2.723136e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194320 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -27231686.000000 Penalty: 6110.254883
	Iteration 24Q: 3 clusters Score -2.723169e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195848 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -27231812.000000 Penalty: 6110.254883
	Iteration 25Q: 3 clusters Score -2.723181e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197306 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -27232012.000000 Penalty: 6110.254883
	Iteration 26Q: 3 clusters Score -2.723201e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198682 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -27232042.000000 Penalty: 6110.254883
	Iteration 27Q: 3 clusters Score -2.723204e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199920 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -27232154.000000 Penalty: 6110.254883
	Iteration 28Q: 3 clusters Score -2.723215e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201047 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -27232252.000000 Penalty: 6110.254883
	Iteration 29Q: 3 clusters Score -2.723225e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202073 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -27232176.000000 Penalty: 6110.254883
	Iteration 30Q: 3 clusters Score -2.723218e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203044 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -27232218.000000 Penalty: 6110.254883
	Iteration 31Q: 3 clusters Score -2.723222e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203987 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -27232266.000000 Penalty: 6110.254883
	Iteration 32Q: 3 clusters Score -2.723227e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204881 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -27232364.000000 Penalty: 6110.254883
	Iteration 33Q: 3 clusters Score -2.723236e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205673 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -27232378.000000 Penalty: 6110.254883
	Iteration 34Q: 3 clusters Score -2.723238e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206439 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -27232352.000000 Penalty: 6110.254883
	Iteration 35Q: 3 clusters Score -2.723235e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207182 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -27232372.000000 Penalty: 6110.254883
	Iteration 36Q: 3 clusters Score -2.723237e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207837 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -27232398.000000 Penalty: 6110.254883
	Iteration 37Q: 3 clusters Score -2.72324e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208435 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -27232316.000000 Penalty: 6110.254883
	Iteration 38Q: 3 clusters Score -2.723232e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208961 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -27232326.000000 Penalty: 6110.254883
	Iteration 39Q: 3 clusters Score -2.723233e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209456 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -27232294.000000 Penalty: 6110.254883
	Iteration 40F: 3 clusters Score -2.723229e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209920 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -27232316.000000 Penalty: 6110.254883
	Iteration 41Q: 3 clusters Score -2.723232e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210353 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -27232268.000000 Penalty: 6110.254883
	Iteration 42Q: 3 clusters Score -2.723227e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210735 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -27232224.000000 Penalty: 6110.254883
	Iteration 43Q: 3 clusters Score -2.723222e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211070 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -27232178.000000 Penalty: 6110.254883
	Iteration 44Q: 3 clusters Score -2.723218e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211403 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -27232132.000000 Penalty: 6110.254883
	Iteration 45Q: 3 clusters Score -2.723213e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211724 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -27232054.000000 Penalty: 6110.254883
	Iteration 46Q: 3 clusters Score -2.723205e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212002 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -27232070.000000 Penalty: 6110.254883
	Iteration 47Q: 3 clusters Score -2.723207e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212251 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -27232096.000000 Penalty: 6110.254883
	Iteration 48Q: 3 clusters Score -2.72321e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212493 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -27232062.000000 Penalty: 6110.254883
	Iteration 49Q: 3 clusters Score -2.723206e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212721 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -27232046.000000 Penalty: 6110.254883
	Iteration 50Q: 3 clusters Score -2.723205e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212952 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -27232000.000000 Penalty: 6110.254883
	Iteration 51Q: 3 clusters Score -2.7232e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213168 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -27231970.000000 Penalty: 6110.254883
	Iteration 52Q: 3 clusters Score -2.723197e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213339 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -27232002.000000 Penalty: 6110.254883
	Iteration 53Q: 3 clusters Score -2.7232e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213512 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -27232014.000000 Penalty: 6110.254883
	Iteration 54Q: 3 clusters Score -2.723201e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213691 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -27232028.000000 Penalty: 6110.254883
	Iteration 55Q: 3 clusters Score -2.723203e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213858 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -27231986.000000 Penalty: 6110.254883
	Iteration 56Q: 3 clusters Score -2.723199e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214031 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -27231992.000000 Penalty: 6110.254883
	Iteration 57Q: 3 clusters Score -2.723199e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214187 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -27232012.000000 Penalty: 6110.254883
	Iteration 58Q: 3 clusters Score -2.723201e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214302 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -27232048.000000 Penalty: 6110.254883
	Iteration 59Q: 3 clusters Score -2.723205e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214400 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -27232054.000000 Penalty: 6110.254883
	Iteration 60F: 3 clusters Score -2.723205e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214492 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -27232060.000000 Penalty: 6110.254883
	Iteration 61Q: 3 clusters Score -2.723206e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214568 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -27232060.000000 Penalty: 6110.254883
	Iteration 62Q: 3 clusters Score -2.723206e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214638 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -27232058.000000 Penalty: 6110.254883
	Iteration 63Q: 3 clusters Score -2.723206e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214710 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -27232082.000000 Penalty: 6110.254883
	Iteration 64Q: 3 clusters Score -2.723208e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214801 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -27232056.000000 Penalty: 6110.254883
	Iteration 65Q: 3 clusters Score -2.723206e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214875 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -27232066.000000 Penalty: 6110.254883
	Iteration 66Q: 3 clusters Score -2.723207e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214939 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -27232096.000000 Penalty: 6110.254883
	Iteration 67Q: 3 clusters Score -2.72321e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214998 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -27232082.000000 Penalty: 6110.254883
	Iteration 68Q: 3 clusters Score -2.723208e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215059 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -27232090.000000 Penalty: 6110.254883
	Iteration 69Q: 3 clusters Score -2.723209e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215130 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -27232096.000000 Penalty: 6110.254883
	Iteration 70Q: 3 clusters Score -2.72321e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215205 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -27232104.000000 Penalty: 6110.254883
	Iteration 71Q: 3 clusters Score -2.72321e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215272 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -27232104.000000 Penalty: 6110.254883
	Iteration 72Q: 3 clusters Score -2.72321e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215340 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -27232100.000000 Penalty: 6110.254883
	Iteration 73Q: 3 clusters Score -2.72321e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215413 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -27232140.000000 Penalty: 6110.254883
	Iteration 74Q: 3 clusters Score -2.723214e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215470 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -27232134.000000 Penalty: 6110.254883
	Iteration 75Q: 3 clusters Score -2.723213e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215534 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -27232160.000000 Penalty: 6110.254883
	Iteration 76Q: 3 clusters Score -2.723216e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215584 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -27232134.000000 Penalty: 6110.254883
	Iteration 77Q: 3 clusters Score -2.723213e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215636 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -27232136.000000 Penalty: 6110.254883
	Iteration 78Q: 3 clusters Score -2.723214e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215676 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -27232134.000000 Penalty: 6110.254883
	Iteration 79Q: 3 clusters Score -2.723213e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215705 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -27232126.000000 Penalty: 6110.254883
	Iteration 80F: 3 clusters Score -2.723213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215729 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -27232122.000000 Penalty: 6110.254883
	Iteration 81Q: 3 clusters Score -2.723212e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215754 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -27232080.000000 Penalty: 6110.254883
	Iteration 82Q: 3 clusters Score -2.723208e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215780 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -27232082.000000 Penalty: 6110.254883
	Iteration 83Q: 3 clusters Score -2.723208e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215808 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -27232088.000000 Penalty: 6110.254883
	Iteration 84Q: 3 clusters Score -2.723209e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215834 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -27232080.000000 Penalty: 6110.254883
	Iteration 85Q: 3 clusters Score -2.723208e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215854 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -27232048.000000 Penalty: 6110.254883
	Iteration 86Q: 3 clusters Score -2.723205e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215872 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -27232076.000000 Penalty: 6110.254883
	Iteration 87Q: 3 clusters Score -2.723208e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215891 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -27232068.000000 Penalty: 6110.254883
	Iteration 88Q: 3 clusters Score -2.723207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215896 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -27232064.000000 Penalty: 6110.254883
	Iteration 89Q: 3 clusters Score -2.723206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215905 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -27232060.000000 Penalty: 6110.254883
	Iteration 90Q: 3 clusters Score -2.723206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215912 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -27232064.000000 Penalty: 6110.254883
	Iteration 91Q: 3 clusters Score -2.723206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215916 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -27232096.000000 Penalty: 6110.254883
	Iteration 92Q: 3 clusters Score -2.72321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215923 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -27232086.000000 Penalty: 6110.254883
	Iteration 93Q: 3 clusters Score -2.723209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215928 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -27232082.000000 Penalty: 6110.254883
	Iteration 94Q: 3 clusters Score -2.723208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215935 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -27232096.000000 Penalty: 6110.254883
	Iteration 95Q: 3 clusters Score -2.72321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215942 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -27232074.000000 Penalty: 6110.254883
	Iteration 96Q: 3 clusters Score -2.723207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215953 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -27232068.000000 Penalty: 6110.254883
	Iteration 97Q: 3 clusters Score -2.723207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215964 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -27232080.000000 Penalty: 6110.254883
	Iteration 98Q: 3 clusters Score -2.723208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215972 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -27232080.000000 Penalty: 6110.254883
	Iteration 99Q: 3 clusters Score -2.723208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215976 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -27232066.000000 Penalty: 6110.254883
	Iteration 100F: 3 clusters Score -2.723207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215977 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -27232072.000000 Penalty: 6110.254883
	Iteration 101Q: 3 clusters Score -2.723207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215977 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -27232072.000000 Penalty: 6110.254883
	Iteration 102F: 3 clusters Score -2.723207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Entering Unmasked Estep 
Score: -6912359.000000 Penalty: 2714.928223
	Iteration 0F: 2 clusters Score -6912359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -6874203.500000 Penalty: 5429.856445
	Iteration 0F: 3 clusters Score -6874204 nChanged 26347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -6888563.000000 Penalty: 5429.856445
	Iteration 1F: 3 clusters Score -6888563 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -6889054.500000 Penalty: 5429.856445
	Iteration 2Q: 3 clusters Score -6889054 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -6889521.000000 Penalty: 5429.856445
	Iteration 3Q: 3 clusters Score -6889521 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -6890008.500000 Penalty: 5429.856445
	Iteration 4Q: 3 clusters Score -6890008 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -6890489.500000 Penalty: 5429.856445
	Iteration 5Q: 3 clusters Score -6890490 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -6891115.000000 Penalty: 5429.856445
	Iteration 6Q: 3 clusters Score -6891115 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -6891908.500000 Penalty: 5429.856445
	Iteration 7Q: 3 clusters Score -6891908 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -6893151.500000 Penalty: 5429.856445
	Iteration 8Q: 3 clusters Score -6893152 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -6894894.500000 Penalty: 5429.856445
	Iteration 9F: 3 clusters Score -6894894 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -6897521.500000 Penalty: 5429.856445
	Iteration 10F: 3 clusters Score -6897522 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -6900745.000000 Penalty: 5429.856445
	Iteration 11F: 3 clusters Score -6900745 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -6903417.000000 Penalty: 5429.856445
	Iteration 12F: 3 clusters Score -6903417 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -6904728.000000 Penalty: 5429.856445
	Iteration 13Q: 3 clusters Score -6904728 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -6905322.500000 Penalty: 5429.856445
	Iteration 14Q: 3 clusters Score -6905322 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -6905824.500000 Penalty: 5429.856445
	Iteration 15Q: 3 clusters Score -6905824 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -6906298.500000 Penalty: 5429.856445
	Iteration 16Q: 3 clusters Score -6906298 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -6906796.000000 Penalty: 5429.856445
	Iteration 17Q: 3 clusters Score -6906796 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -6907194.000000 Penalty: 5429.856445
	Iteration 18Q: 3 clusters Score -6907194 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -6907506.500000 Penalty: 5429.856445
	Iteration 19Q: 3 clusters Score -6907506 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -6907769.000000 Penalty: 5429.856445
	Iteration 20F: 3 clusters Score -6907769 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -6908007.500000 Penalty: 5429.856445
	Iteration 21Q: 3 clusters Score -6908008 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -6908148.500000 Penalty: 5429.856445
	Iteration 22Q: 3 clusters Score -6908148 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -6908253.500000 Penalty: 5429.856445
	Iteration 23Q: 3 clusters Score -6908254 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -6908378.000000 Penalty: 5429.856445
	Iteration 24Q: 3 clusters Score -6908378 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -6908471.500000 Penalty: 5429.856445
	Iteration 25Q: 3 clusters Score -6908472 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -6908565.500000 Penalty: 5429.856445
	Iteration 26Q: 3 clusters Score -6908566 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -6908638.500000 Penalty: 5429.856445
	Iteration 27Q: 3 clusters Score -6908638 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -6908667.500000 Penalty: 5429.856445
	Iteration 28Q: 3 clusters Score -6908668 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -6908688.000000 Penalty: 5429.856445
	Iteration 29Q: 3 clusters Score -6908688 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -6908731.500000 Penalty: 5429.856445
	Iteration 30Q: 3 clusters Score -6908732 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -6908783.500000 Penalty: 5429.856445
	Iteration 31Q: 3 clusters Score -6908784 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -6908811.500000 Penalty: 5429.856445
	Iteration 32Q: 3 clusters Score -6908812 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -6908815.500000 Penalty: 5429.856445
	Iteration 33Q: 3 clusters Score -6908816 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -6908869.000000 Penalty: 5429.856445
	Iteration 34Q: 3 clusters Score -6908869 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -6908885.500000 Penalty: 5429.856445
	Iteration 35Q: 3 clusters Score -6908886 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -6908914.500000 Penalty: 5429.856445
	Iteration 36Q: 3 clusters Score -6908914 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -6908958.000000 Penalty: 5429.856445
	Iteration 37Q: 3 clusters Score -6908958 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -6908964.500000 Penalty: 5429.856445
	Iteration 38Q: 3 clusters Score -6908964 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -6908991.000000 Penalty: 5429.856445
	Iteration 39Q: 3 clusters Score -6908991 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -6909019.500000 Penalty: 5429.856445
	Iteration 40F: 3 clusters Score -6909020 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -6909066.000000 Penalty: 5429.856445
	Iteration 41Q: 3 clusters Score -6909066 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -6909085.000000 Penalty: 5429.856445
	Iteration 42Q: 3 clusters Score -6909085 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -6909103.500000 Penalty: 5429.856445
	Iteration 43Q: 3 clusters Score -6909104 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -6909112.000000 Penalty: 5429.856445
	Iteration 44Q: 3 clusters Score -6909112 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -6909127.500000 Penalty: 5429.856445
	Iteration 45Q: 3 clusters Score -6909128 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -6909153.500000 Penalty: 5429.856445
	Iteration 46Q: 3 clusters Score -6909154 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -6909153.500000 Penalty: 5429.856445
	Iteration 47Q: 3 clusters Score -6909154 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -6909180.000000 Penalty: 5429.856445
	Iteration 48Q: 3 clusters Score -6909180 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -6909211.000000 Penalty: 5429.856445
	Iteration 49Q: 3 clusters Score -6909211 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -6909230.500000 Penalty: 5429.856445
	Iteration 50Q: 3 clusters Score -6909230 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -6909238.500000 Penalty: 5429.856445
	Iteration 51Q: 3 clusters Score -6909238 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -6909248.000000 Penalty: 5429.856445
	Iteration 52Q: 3 clusters Score -6909248 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -6909240.500000 Penalty: 5429.856445
	Iteration 53Q: 3 clusters Score -6909240 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -6909256.500000 Penalty: 5429.856445
	Iteration 54Q: 3 clusters Score -6909256 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -6909250.000000 Penalty: 5429.856445
	Iteration 55Q: 3 clusters Score -6909250 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -6909273.000000 Penalty: 5429.856445
	Iteration 56Q: 3 clusters Score -6909273 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -6909287.000000 Penalty: 5429.856445
	Iteration 57Q: 3 clusters Score -6909287 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -6909312.500000 Penalty: 5429.856445
	Iteration 58Q: 3 clusters Score -6909312 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -6909322.000000 Penalty: 5429.856445
	Iteration 59Q: 3 clusters Score -6909322 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -6909353.500000 Penalty: 5429.856445
	Iteration 60F: 3 clusters Score -6909354 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -6909382.500000 Penalty: 5429.856445
	Iteration 61Q: 3 clusters Score -6909382 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -6909388.000000 Penalty: 5429.856445
	Iteration 62Q: 3 clusters Score -6909388 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -6909404.500000 Penalty: 5429.856445
	Iteration 63Q: 3 clusters Score -6909404 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -6909442.500000 Penalty: 5429.856445
	Iteration 64Q: 3 clusters Score -6909442 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -6909452.000000 Penalty: 5429.856445
	Iteration 65Q: 3 clusters Score -6909452 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -6909483.000000 Penalty: 5429.856445
	Iteration 66Q: 3 clusters Score -6909483 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -6909517.500000 Penalty: 5429.856445
	Iteration 67Q: 3 clusters Score -6909518 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -6909539.000000 Penalty: 5429.856445
	Iteration 68Q: 3 clusters Score -6909539 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -6909552.000000 Penalty: 5429.856445
	Iteration 69Q: 3 clusters Score -6909552 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -6909567.500000 Penalty: 5429.856445
	Iteration 70Q: 3 clusters Score -6909568 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -6909561.500000 Penalty: 5429.856445
	Iteration 71Q: 3 clusters Score -6909562 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -6909568.500000 Penalty: 5429.856445
	Iteration 72Q: 3 clusters Score -6909568 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -6909586.500000 Penalty: 5429.856445
	Iteration 73Q: 3 clusters Score -6909586 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -6909584.500000 Penalty: 5429.856445
	Iteration 74Q: 3 clusters Score -6909584 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -6909596.000000 Penalty: 5429.856445
	Iteration 75Q: 3 clusters Score -6909596 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -6909610.500000 Penalty: 5429.856445
	Iteration 76Q: 3 clusters Score -6909610 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -6909634.000000 Penalty: 5429.856445
	Iteration 77Q: 3 clusters Score -6909634 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50554 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -6909650.500000 Penalty: 5429.856445
	Iteration 78Q: 3 clusters Score -6909650 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -6909677.000000 Penalty: 5429.856445
	Iteration 79Q: 3 clusters Score -6909677 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -6909692.000000 Penalty: 5429.856445
	Iteration 80F: 3 clusters Score -6909692 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -6909707.500000 Penalty: 5429.856445
	Iteration 81Q: 3 clusters Score -6909708 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -6909706.500000 Penalty: 5429.856445
	Iteration 82Q: 3 clusters Score -6909706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -6909739.000000 Penalty: 5429.856445
	Iteration 83Q: 3 clusters Score -6909739 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -6909752.000000 Penalty: 5429.856445
	Iteration 84Q: 3 clusters Score -6909752 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -6909766.500000 Penalty: 5429.856445
	Iteration 85Q: 3 clusters Score -6909766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51135 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -6909754.000000 Penalty: 5429.856445
	Iteration 86Q: 3 clusters Score -6909754 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -6909747.500000 Penalty: 5429.856445
	Iteration 87Q: 3 clusters Score -6909748 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -6909758.000000 Penalty: 5429.856445
	Iteration 88Q: 3 clusters Score -6909758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -6909759.500000 Penalty: 5429.856445
	Iteration 89Q: 3 clusters Score -6909760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -6909765.500000 Penalty: 5429.856445
	Iteration 90Q: 3 clusters Score -6909766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -6909769.500000 Penalty: 5429.856445
	Iteration 91Q: 3 clusters Score -6909770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -6909784.000000 Penalty: 5429.856445
	Iteration 92Q: 3 clusters Score -6909784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -6909787.000000 Penalty: 5429.856445
	Iteration 93Q: 3 clusters Score -6909787 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -6909801.500000 Penalty: 5429.856445
	Iteration 94Q: 3 clusters Score -6909802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -6909792.500000 Penalty: 5429.856445
	Iteration 95Q: 3 clusters Score -6909792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -6909794.000000 Penalty: 5429.856445
	Iteration 96Q: 3 clusters Score -6909794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -6909810.000000 Penalty: 5429.856445
	Iteration 97Q: 3 clusters Score -6909810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -6909826.000000 Penalty: 5429.856445
	Iteration 98Q: 3 clusters Score -6909826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -6909821.500000 Penalty: 5429.856445
	Iteration 99Q: 3 clusters Score -6909822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -6909827.000000 Penalty: 5429.856445
	Iteration 100F: 3 clusters Score -6909827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -6909829.000000 Penalty: 5429.856445
	Iteration 101Q: 3 clusters Score -6909829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -6909829.500000 Penalty: 5429.856445
	Iteration 102Q: 3 clusters Score -6909830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -6909833.500000 Penalty: 5429.856445
	Iteration 103Q: 3 clusters Score -6909834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -6909823.000000 Penalty: 5429.856445
	Iteration 104Q: 3 clusters Score -6909823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -6909828.000000 Penalty: 5429.856445
	Iteration 105Q: 3 clusters Score -6909828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -6909830.000000 Penalty: 5429.856445
	Iteration 106Q: 3 clusters Score -6909830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -6909837.000000 Penalty: 5429.856445
	Iteration 107Q: 3 clusters Score -6909837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -6909840.500000 Penalty: 5429.856445
	Iteration 108Q: 3 clusters Score -6909840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -6909845.500000 Penalty: 5429.856445
	Iteration 109Q: 3 clusters Score -6909846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -6909847.000000 Penalty: 5429.856445
	Iteration 110Q: 3 clusters Score -6909847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -6909846.000000 Penalty: 5429.856445
	Iteration 111Q: 3 clusters Score -6909846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -6909848.500000 Penalty: 5429.856445
	Iteration 112Q: 3 clusters Score -6909848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -6909856.000000 Penalty: 5429.856445
	Iteration 113Q: 3 clusters Score -6909856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -6909852.500000 Penalty: 5429.856445
	Iteration 114Q: 3 clusters Score -6909852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -6909847.000000 Penalty: 5429.856445
	Iteration 115Q: 3 clusters Score -6909847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -6909857.500000 Penalty: 5429.856445
	Iteration 116Q: 3 clusters Score -6909858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -6909866.500000 Penalty: 5429.856445
	Iteration 117Q: 3 clusters Score -6909866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -6909863.000000 Penalty: 5429.856445
	Iteration 118Q: 3 clusters Score -6909863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51922 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -6909860.500000 Penalty: 5429.856445
	Iteration 119Q: 3 clusters Score -6909860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -6909865.500000 Penalty: 5429.856445
	Iteration 120F: 3 clusters Score -6909866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -6909861.000000 Penalty: 5429.856445
	Iteration 121Q: 3 clusters Score -6909861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -6909864.500000 Penalty: 5429.856445
	Iteration 122Q: 3 clusters Score -6909864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -6909865.500000 Penalty: 5429.856445
	Iteration 123Q: 3 clusters Score -6909866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -6909871.000000 Penalty: 5429.856445
	Iteration 124Q: 3 clusters Score -6909871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51978 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -6909872.000000 Penalty: 5429.856445
	Iteration 125Q: 3 clusters Score -6909872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51982 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -6909873.000000 Penalty: 5429.856445
	Iteration 126Q: 3 clusters Score -6909873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -6909867.000000 Penalty: 5429.856445
	Iteration 127Q: 3 clusters Score -6909867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -6909866.000000 Penalty: 5429.856445
	Iteration 128Q: 3 clusters Score -6909866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -6909870.000000 Penalty: 5429.856445
	Iteration 129Q: 3 clusters Score -6909870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -6909877.500000 Penalty: 5429.856445
	Iteration 130Q: 3 clusters Score -6909878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -6909861.500000 Penalty: 5429.856445
	Iteration 131Q: 3 clusters Score -6909862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -6909861.500000 Penalty: 5429.856445
	Iteration 132Q: 3 clusters Score -6909862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -6909856.500000 Penalty: 5429.856445
	Iteration 133Q: 3 clusters Score -6909856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -6909867.000000 Penalty: 5429.856445
	Iteration 134Q: 3 clusters Score -6909867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -6909861.000000 Penalty: 5429.856445
	Iteration 135Q: 3 clusters Score -6909861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -6909863.000000 Penalty: 5429.856445
	Iteration 136Q: 3 clusters Score -6909863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -6909860.000000 Penalty: 5429.856445
	Iteration 137Q: 3 clusters Score -6909860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -6909865.500000 Penalty: 5429.856445
	Iteration 138Q: 3 clusters Score -6909866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -6909860.000000 Penalty: 5429.856445
	Iteration 139Q: 3 clusters Score -6909860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -6909864.500000 Penalty: 5429.856445
	Iteration 140F: 3 clusters Score -6909864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -6909852.000000 Penalty: 5429.856445
	Iteration 141Q: 3 clusters Score -6909852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -6909845.500000 Penalty: 5429.856445
	Iteration 142Q: 3 clusters Score -6909846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -6909850.000000 Penalty: 5429.856445
	Iteration 143Q: 3 clusters Score -6909850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -6909851.000000 Penalty: 5429.856445
	Iteration 144Q: 3 clusters Score -6909851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -6909856.500000 Penalty: 5429.856445
	Iteration 145Q: 3 clusters Score -6909856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -6909858.500000 Penalty: 5429.856445
	Iteration 146Q: 3 clusters Score -6909858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -6909854.000000 Penalty: 5429.856445
	Iteration 147Q: 3 clusters Score -6909854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -6909858.500000 Penalty: 5429.856445
	Iteration 148Q: 3 clusters Score -6909858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -6909861.500000 Penalty: 5429.856445
	Iteration 149Q: 3 clusters Score -6909862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -6909863.000000 Penalty: 5429.856445
	Iteration 150Q: 3 clusters Score -6909863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52286 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -6909873.500000 Penalty: 5429.856445
	Iteration 151Q: 3 clusters Score -6909874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -6909873.500000 Penalty: 5429.856445
	Iteration 152Q: 3 clusters Score -6909874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -6909871.500000 Penalty: 5429.856445
	Iteration 153Q: 3 clusters Score -6909872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -6909875.000000 Penalty: 5429.856445
	Iteration 154Q: 3 clusters Score -6909875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52384 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -6909869.000000 Penalty: 5429.856445
	Iteration 155Q: 3 clusters Score -6909869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -6909872.500000 Penalty: 5429.856445
	Iteration 156Q: 3 clusters Score -6909872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -6909881.500000 Penalty: 5429.856445
	Iteration 157Q: 3 clusters Score -6909882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -6909872.500000 Penalty: 5429.856445
	Iteration 158Q: 3 clusters Score -6909872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -6909883.000000 Penalty: 5429.856445
	Iteration 159Q: 3 clusters Score -6909883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -6909882.000000 Penalty: 5429.856445
	Iteration 160F: 3 clusters Score -6909882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -6909889.000000 Penalty: 5429.856445
	Iteration 161Q: 3 clusters Score -6909889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -6909891.500000 Penalty: 5429.856445
	Iteration 162Q: 3 clusters Score -6909892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -6909890.000000 Penalty: 5429.856445
	Iteration 163Q: 3 clusters Score -6909890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -6909889.000000 Penalty: 5429.856445
	Iteration 164Q: 3 clusters Score -6909889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -6909892.000000 Penalty: 5429.856445
	Iteration 165Q: 3 clusters Score -6909892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -6909896.500000 Penalty: 5429.856445
	Iteration 166Q: 3 clusters Score -6909896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -6909909.000000 Penalty: 5429.856445
	Iteration 167Q: 3 clusters Score -6909909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -6909904.000000 Penalty: 5429.856445
	Iteration 168Q: 3 clusters Score -6909904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -6909907.000000 Penalty: 5429.856445
	Iteration 169Q: 3 clusters Score -6909907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -6909910.000000 Penalty: 5429.856445
	Iteration 170Q: 3 clusters Score -6909910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -6909916.000000 Penalty: 5429.856445
	Iteration 171Q: 3 clusters Score -6909916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -6909918.500000 Penalty: 5429.856445
	Iteration 172Q: 3 clusters Score -6909918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -6909916.500000 Penalty: 5429.856445
	Iteration 173Q: 3 clusters Score -6909916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -6909917.000000 Penalty: 5429.856445
	Iteration 174Q: 3 clusters Score -6909917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -6909911.500000 Penalty: 5429.856445
	Iteration 175Q: 3 clusters Score -6909912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -6909922.000000 Penalty: 5429.856445
	Iteration 176Q: 3 clusters Score -6909922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -6909918.500000 Penalty: 5429.856445
	Iteration 177Q: 3 clusters Score -6909918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -6909919.500000 Penalty: 5429.856445
	Iteration 178Q: 3 clusters Score -6909920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -6909920.000000 Penalty: 5429.856445
	Iteration 179Q: 3 clusters Score -6909920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -6909930.000000 Penalty: 5429.856445
	Iteration 180F: 3 clusters Score -6909930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -6909941.000000 Penalty: 5429.856445
	Iteration 181Q: 3 clusters Score -6909941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -6909936.000000 Penalty: 5429.856445
	Iteration 182Q: 3 clusters Score -6909936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -6909938.500000 Penalty: 5429.856445
	Iteration 183Q: 3 clusters Score -6909938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -6909952.000000 Penalty: 5429.856445
	Iteration 184Q: 3 clusters Score -6909952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -6909944.000000 Penalty: 5429.856445
	Iteration 185Q: 3 clusters Score -6909944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -6909948.000000 Penalty: 5429.856445
	Iteration 186Q: 3 clusters Score -6909948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -6909942.000000 Penalty: 5429.856445
	Iteration 187Q: 3 clusters Score -6909942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -6909949.500000 Penalty: 5429.856445
	Iteration 188Q: 3 clusters Score -6909950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -6909953.500000 Penalty: 5429.856445
	Iteration 189Q: 3 clusters Score -6909954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -6909977.000000 Penalty: 5429.856445
	Iteration 190Q: 3 clusters Score -6909977 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -6909988.500000 Penalty: 5429.856445
	Iteration 191Q: 3 clusters Score -6909988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -6910000.000000 Penalty: 5429.856445
	Iteration 192Q: 3 clusters Score -6910000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -6909994.500000 Penalty: 5429.856445
	Iteration 193Q: 3 clusters Score -6909994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -6909995.500000 Penalty: 5429.856445
	Iteration 194Q: 3 clusters Score -6909996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -6909997.500000 Penalty: 5429.856445
	Iteration 195Q: 3 clusters Score -6909998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -6910015.500000 Penalty: 5429.856445
	Iteration 196Q: 3 clusters Score -6910016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -6910018.000000 Penalty: 5429.856445
	Iteration 197Q: 3 clusters Score -6910018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -6910025.500000 Penalty: 5429.856445
	Iteration 198Q: 3 clusters Score -6910026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -6910038.000000 Penalty: 5429.856445
	Iteration 199Q: 3 clusters Score -6910038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -6910037.000000 Penalty: 5429.856445
	Iteration 200F: 3 clusters Score -6910037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6910040.500000 Penalty: 5429.856445
	Iteration 201Q: 3 clusters Score -6910040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -6910048.000000 Penalty: 5429.856445
	Iteration 202Q: 3 clusters Score -6910048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -6910049.500000 Penalty: 5429.856445
	Iteration 203Q: 3 clusters Score -6910050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -6910061.000000 Penalty: 5429.856445
	Iteration 204Q: 3 clusters Score -6910061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -6910058.000000 Penalty: 5429.856445
	Iteration 205Q: 3 clusters Score -6910058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -6910064.500000 Penalty: 5429.856445
	Iteration 206Q: 3 clusters Score -6910064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53523 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -6910071.000000 Penalty: 5429.856445
	Iteration 207Q: 3 clusters Score -6910071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -6910065.500000 Penalty: 5429.856445
	Iteration 208Q: 3 clusters Score -6910066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -6910081.500000 Penalty: 5429.856445
	Iteration 209Q: 3 clusters Score -6910082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -6910080.000000 Penalty: 5429.856445
	Iteration 210Q: 3 clusters Score -6910080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -6910082.500000 Penalty: 5429.856445
	Iteration 211Q: 3 clusters Score -6910082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -6910089.500000 Penalty: 5429.856445
	Iteration 212Q: 3 clusters Score -6910090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -6910092.500000 Penalty: 5429.856445
	Iteration 213Q: 3 clusters Score -6910092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -6910092.500000 Penalty: 5429.856445
	Iteration 214Q: 3 clusters Score -6910092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -6910097.500000 Penalty: 5429.856445
	Iteration 215Q: 3 clusters Score -6910098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -6910099.000000 Penalty: 5429.856445
	Iteration 216Q: 3 clusters Score -6910099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -6910111.500000 Penalty: 5429.856445
	Iteration 217Q: 3 clusters Score -6910112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -6910112.500000 Penalty: 5429.856445
	Iteration 218Q: 3 clusters Score -6910112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -6910117.500000 Penalty: 5429.856445
	Iteration 219Q: 3 clusters Score -6910118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -6910111.000000 Penalty: 5429.856445
	Iteration 220F: 3 clusters Score -6910111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -6910104.500000 Penalty: 5429.856445
	Iteration 221Q: 3 clusters Score -6910104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -6910105.500000 Penalty: 5429.856445
	Iteration 222Q: 3 clusters Score -6910106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -6910101.000000 Penalty: 5429.856445
	Iteration 223Q: 3 clusters Score -6910101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -6910109.000000 Penalty: 5429.856445
	Iteration 224Q: 3 clusters Score -6910109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -6910108.000000 Penalty: 5429.856445
	Iteration 225Q: 3 clusters Score -6910108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -6910108.000000 Penalty: 5429.856445
	Iteration 226Q: 3 clusters Score -6910108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -6910112.500000 Penalty: 5429.856445
	Iteration 227Q: 3 clusters Score -6910112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -6910111.500000 Penalty: 5429.856445
	Iteration 228Q: 3 clusters Score -6910112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -6910111.500000 Penalty: 5429.856445
	Iteration 229F: 3 clusters Score -6910112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -106043.734375 Penalty: 1723.088379
	Iteration 0F: 2 clusters Score -106043.7 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 532 members 
Entering Unmasked Estep 
Score: -104105.078125 Penalty: 3446.176758
	Iteration 0F: 3 clusters Score -104105.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -104428.250000 Penalty: 3446.176758
	Iteration 1F: 3 clusters Score -104428.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -104565.976562 Penalty: 3446.176758
	Iteration 2F: 3 clusters Score -104566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -104731.632812 Penalty: 3446.176758
	Iteration 3F: 3 clusters Score -104731.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -104877.054688 Penalty: 3446.176758
	Iteration 4F: 3 clusters Score -104877.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104999.914062 Penalty: 3446.176758
	Iteration 5F: 3 clusters Score -104999.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -105090.304688 Penalty: 3446.176758
	Iteration 6Q: 3 clusters Score -105090.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -105170.062500 Penalty: 3446.176758
	Iteration 7Q: 3 clusters Score -105170.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -105239.992188 Penalty: 3446.176758
	Iteration 8Q: 3 clusters Score -105240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -105319.289062 Penalty: 3446.176758
	Iteration 9Q: 3 clusters Score -105319.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -105378.054688 Penalty: 3446.176758
	Iteration 10Q: 3 clusters Score -105378.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -105406.382812 Penalty: 3446.176758
	Iteration 11Q: 3 clusters Score -105406.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -105429.898438 Penalty: 3446.176758
	Iteration 12Q: 3 clusters Score -105429.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -105444.765625 Penalty: 3446.176758
	Iteration 13Q: 3 clusters Score -105444.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -105455.492188 Penalty: 3446.176758
	Iteration 14Q: 3 clusters Score -105455.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -105460.398438 Penalty: 3446.176758
	Iteration 15Q: 3 clusters Score -105460.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -105463.640625 Penalty: 3446.176758
	Iteration 16Q: 3 clusters Score -105463.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -105463.640625 Penalty: 3446.176758
	Iteration 17F: 3 clusters Score -105463.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Entering Unmasked Estep 
Score: -512116.687500 Penalty: 2086.189697
	Iteration 0F: 2 clusters Score -512116.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -507913.500000 Penalty: 4172.379395
	Iteration 0F: 3 clusters Score -507913.5 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -508889.718750 Penalty: 4172.379395
	Iteration 1F: 3 clusters Score -508889.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -509091.187500 Penalty: 4172.379395
	Iteration 2F: 3 clusters Score -509091.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -509210.593750 Penalty: 4172.379395
	Iteration 3Q: 3 clusters Score -509210.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -509288.937500 Penalty: 4172.379395
	Iteration 4Q: 3 clusters Score -509288.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -509335.312500 Penalty: 4172.379395
	Iteration 5Q: 3 clusters Score -509335.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -509371.656250 Penalty: 4172.379395
	Iteration 6Q: 3 clusters Score -509371.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -509394.218750 Penalty: 4172.379395
	Iteration 7Q: 3 clusters Score -509394.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -509416.500000 Penalty: 4172.379395
	Iteration 8Q: 3 clusters Score -509416.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -509430.625000 Penalty: 4172.379395
	Iteration 9Q: 3 clusters Score -509430.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -509440.625000 Penalty: 4172.379395
	Iteration 10Q: 3 clusters Score -509440.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -509450.437500 Penalty: 4172.379395
	Iteration 11Q: 3 clusters Score -509450.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -509460.468750 Penalty: 4172.379395
	Iteration 12Q: 3 clusters Score -509460.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -509465.843750 Penalty: 4172.379395
	Iteration 13Q: 3 clusters Score -509465.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -509471.500000 Penalty: 4172.379395
	Iteration 14Q: 3 clusters Score -509471.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -509474.750000 Penalty: 4172.379395
	Iteration 15Q: 3 clusters Score -509474.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -509478.062500 Penalty: 4172.379395
	Iteration 16Q: 3 clusters Score -509478.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -509481.812500 Penalty: 4172.379395
	Iteration 17Q: 3 clusters Score -509481.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -509485.531250 Penalty: 4172.379395
	Iteration 18Q: 3 clusters Score -509485.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -509488.937500 Penalty: 4172.379395
	Iteration 19Q: 3 clusters Score -509488.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -509492.000000 Penalty: 4172.379395
	Iteration 20F: 3 clusters Score -509492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -509494.781250 Penalty: 4172.379395
	Iteration 21Q: 3 clusters Score -509494.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -509497.781250 Penalty: 4172.379395
	Iteration 22Q: 3 clusters Score -509497.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -509499.187500 Penalty: 4172.379395
	Iteration 23Q: 3 clusters Score -509499.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -509499.468750 Penalty: 4172.379395
	Iteration 24Q: 3 clusters Score -509499.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -509501.968750 Penalty: 4172.379395
	Iteration 25Q: 3 clusters Score -509502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -509503.281250 Penalty: 4172.379395
	Iteration 26Q: 3 clusters Score -509503.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -509503.875000 Penalty: 4172.379395
	Iteration 27Q: 3 clusters Score -509503.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -509504.406250 Penalty: 4172.379395
	Iteration 28Q: 3 clusters Score -509504.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -509504.406250 Penalty: 4172.379395
	Iteration 29F: 3 clusters Score -509504.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Entering Unmasked Estep 
Score: -288402.500000 Penalty: 1955.748169
	Iteration 0F: 2 clusters Score -288402.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -285327.531250 Penalty: 3911.496338
	Iteration 0F: 3 clusters Score -285327.5 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -286030.218750 Penalty: 3911.496338
	Iteration 1F: 3 clusters Score -286030.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -286203.500000 Penalty: 3911.496338
	Iteration 2F: 3 clusters Score -286203.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -286316.625000 Penalty: 3911.496338
	Iteration 3Q: 3 clusters Score -286316.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -286434.281250 Penalty: 3911.496338
	Iteration 4Q: 3 clusters Score -286434.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -286516.781250 Penalty: 3911.496338
	Iteration 5Q: 3 clusters Score -286516.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -286579.906250 Penalty: 3911.496338
	Iteration 6Q: 3 clusters Score -286579.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -286648.968750 Penalty: 3911.496338
	Iteration 7Q: 3 clusters Score -286649 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -286720.812500 Penalty: 3911.496338
	Iteration 8Q: 3 clusters Score -286720.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -286814.437500 Penalty: 3911.496338
	Iteration 9Q: 3 clusters Score -286814.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -286898.375000 Penalty: 3911.496338
	Iteration 10Q: 3 clusters Score -286898.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -286960.468750 Penalty: 3911.496338
	Iteration 11Q: 3 clusters Score -286960.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -287032.312500 Penalty: 3911.496338
	Iteration 12Q: 3 clusters Score -287032.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -287078.625000 Penalty: 3911.496338
	Iteration 13Q: 3 clusters Score -287078.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -287116.125000 Penalty: 3911.496338
	Iteration 14Q: 3 clusters Score -287116.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -287163.031250 Penalty: 3911.496338
	Iteration 15Q: 3 clusters Score -287163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -287203.437500 Penalty: 3911.496338
	Iteration 16Q: 3 clusters Score -287203.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -287231.187500 Penalty: 3911.496338
	Iteration 17Q: 3 clusters Score -287231.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -287246.968750 Penalty: 3911.496338
	Iteration 18Q: 3 clusters Score -287247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -287256.031250 Penalty: 3911.496338
	Iteration 19Q: 3 clusters Score -287256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -287265.781250 Penalty: 3911.496338
	Iteration 20F: 3 clusters Score -287265.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -287272.250000 Penalty: 3911.496338
	Iteration 21Q: 3 clusters Score -287272.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -287276.156250 Penalty: 3911.496338
	Iteration 22Q: 3 clusters Score -287276.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -287279.218750 Penalty: 3911.496338
	Iteration 23Q: 3 clusters Score -287279.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -287279.218750 Penalty: 3911.496338
	Iteration 24F: 3 clusters Score -287279.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (68313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Entering Unmasked Estep 
Score: -8378803.000000 Penalty: 2760.699951
	Iteration 0F: 2 clusters Score -8378803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -8333006.500000 Penalty: 5521.399902
	Iteration 0F: 3 clusters Score -8333006 nChanged 31930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -8351254.500000 Penalty: 5521.399902
	Iteration 1F: 3 clusters Score -8351254 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -8352473.000000 Penalty: 5521.399902
	Iteration 2Q: 3 clusters Score -8352473 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -8354098.500000 Penalty: 5521.399902
	Iteration 3Q: 3 clusters Score -8354098 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -8356615.000000 Penalty: 5521.399902
	Iteration 4F: 3 clusters Score -8356615 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -8360375.000000 Penalty: 5521.399902
	Iteration 5F: 3 clusters Score -8360375 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -8365189.000000 Penalty: 5521.399902
	Iteration 6F: 3 clusters Score -8365189 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -8369972.500000 Penalty: 5521.399902
	Iteration 7F: 3 clusters Score -8369972 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 65106 members 
Entering Unmasked Estep 
Score: -8373430.500000 Penalty: 5521.399902
	Iteration 8F: 3 clusters Score -8373430 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 66940 members 
Entering Unmasked Estep 
Score: -8375167.500000 Penalty: 5521.399902
	Iteration 9Q: 3 clusters Score -8375168 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -8375845.000000 Penalty: 5521.399902
	Iteration 10Q: 3 clusters Score -8375845 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 67877 members 
Entering Unmasked Estep 
Score: -8376105.500000 Penalty: 5521.399902
	Iteration 11Q: 3 clusters Score -8376106 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -8376203.000000 Penalty: 5521.399902
	Iteration 12Q: 3 clusters Score -8376203 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 67994 members 
Entering Unmasked Estep 
Score: -8376263.000000 Penalty: 5521.399902
	Iteration 13Q: 3 clusters Score -8376263 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 68009 members 
Entering Unmasked Estep 
Score: -8376298.500000 Penalty: 5521.399902
	Iteration 14Q: 3 clusters Score -8376298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 68018 members 
Entering Unmasked Estep 
Score: -8376309.500000 Penalty: 5521.399902
	Iteration 15Q: 3 clusters Score -8376310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -8376325.500000 Penalty: 5521.399902
	Iteration 16Q: 3 clusters Score -8376326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -8376338.000000 Penalty: 5521.399902
	Iteration 17Q: 3 clusters Score -8376338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 68038 members 
Entering Unmasked Estep 
Score: -8376349.000000 Penalty: 5521.399902
	Iteration 18Q: 3 clusters Score -8376349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -8376361.500000 Penalty: 5521.399902
	Iteration 19Q: 3 clusters Score -8376362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 68048 members 
Entering Unmasked Estep 
Score: -8376378.000000 Penalty: 5521.399902
	Iteration 20F: 3 clusters Score -8376378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 68049 members 
Entering Unmasked Estep 
Score: -8376370.500000 Penalty: 5521.399902
	Iteration 21Q: 3 clusters Score -8376370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 68050 members 
Entering Unmasked Estep 
Score: -8376382.500000 Penalty: 5521.399902
	Iteration 22Q: 3 clusters Score -8376382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 68052 members 
Entering Unmasked Estep 
Score: -8376393.500000 Penalty: 5521.399902
	Iteration 23Q: 3 clusters Score -8376394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -8376393.000000 Penalty: 5521.399902
	Iteration 24Q: 3 clusters Score -8376393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -8376393.000000 Penalty: 5521.399902
	Iteration 25F: 3 clusters Score -8376393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26979.568359 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26979.57 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 148 members 
Entering Unmasked Estep 
Score: -25790.210938 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25790.21 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25989.402344 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -25989.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26077.171875 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -26077.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26109.535156 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -26109.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26133.199219 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -26133.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26157.857422 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -26157.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26185.070312 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -26185.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26189.123047 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -26189.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26189.123047 Penalty: 2838.898193
	Iteration 8F: 3 clusters Score -26189.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (269708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269708 members 
Entering Unmasked Estep 
Score: -32683772.000000 Penalty: 3101.263672
	Iteration 0F: 2 clusters Score -3.268377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134850 members 
Mstep: Class 2 contains 134858 members 
Entering Unmasked Estep 
Score: -32520110.000000 Penalty: 6202.527344
	Iteration 0F: 3 clusters Score -3.252011e+07 nChanged 130304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134198 members 
Mstep: Class 2 contains 135510 members 
Entering Unmasked Estep 
Score: -32596704.000000 Penalty: 6202.527344
	Iteration 1F: 3 clusters Score -3.25967e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134317 members 
Mstep: Class 2 contains 135391 members 
Entering Unmasked Estep 
Score: -32598160.000000 Penalty: 6202.527344
	Iteration 2Q: 3 clusters Score -3.259816e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134664 members 
Mstep: Class 2 contains 135044 members 
Entering Unmasked Estep 
Score: -32600286.000000 Penalty: 6202.527344
	Iteration 3Q: 3 clusters Score -3.260029e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135473 members 
Mstep: Class 2 contains 134235 members 
Entering Unmasked Estep 
Score: -32603038.000000 Penalty: 6202.527344
	Iteration 4Q: 3 clusters Score -3.260304e+07 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136907 members 
Mstep: Class 2 contains 132801 members 
Entering Unmasked Estep 
Score: -32607316.000000 Penalty: 6202.527344
	Iteration 5Q: 3 clusters Score -3.260732e+07 nChanged 12972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139421 members 
Mstep: Class 2 contains 130287 members 
Entering Unmasked Estep 
Score: -32613588.000000 Penalty: 6202.527344
	Iteration 6Q: 3 clusters Score -3.261359e+07 nChanged 15632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143367 members 
Mstep: Class 2 contains 126341 members 
Entering Unmasked Estep 
Score: -32622684.000000 Penalty: 6202.527344
	Iteration 7F: 3 clusters Score -3.262268e+07 nChanged 17937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148690 members 
Mstep: Class 2 contains 121018 members 
Entering Unmasked Estep 
Score: -32635772.000000 Penalty: 6202.527344
	Iteration 8F: 3 clusters Score -3.263577e+07 nChanged 19281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154323 members 
Mstep: Class 2 contains 115385 members 
Entering Unmasked Estep 
Score: -32651350.000000 Penalty: 6202.527344
	Iteration 9F: 3 clusters Score -3.265135e+07 nChanged 16940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158505 members 
Mstep: Class 2 contains 111203 members 
Entering Unmasked Estep 
Score: -32662100.000000 Penalty: 6202.527344
	Iteration 10F: 3 clusters Score -3.26621e+07 nChanged 11326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161309 members 
Mstep: Class 2 contains 108399 members 
Entering Unmasked Estep 
Score: -32665910.000000 Penalty: 6202.527344
	Iteration 11Q: 3 clusters Score -3.266591e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163726 members 
Mstep: Class 2 contains 105982 members 
Entering Unmasked Estep 
Score: -32667228.000000 Penalty: 6202.527344
	Iteration 12Q: 3 clusters Score -3.266723e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166126 members 
Mstep: Class 2 contains 103582 members 
Entering Unmasked Estep 
Score: -32668142.000000 Penalty: 6202.527344
	Iteration 13Q: 3 clusters Score -3.266814e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168599 members 
Mstep: Class 2 contains 101109 members 
Entering Unmasked Estep 
Score: -32668854.000000 Penalty: 6202.527344
	Iteration 14Q: 3 clusters Score -3.266885e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171029 members 
Mstep: Class 2 contains 98679 members 
Entering Unmasked Estep 
Score: -32669618.000000 Penalty: 6202.527344
	Iteration 15Q: 3 clusters Score -3.266962e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173597 members 
Mstep: Class 2 contains 96111 members 
Entering Unmasked Estep 
Score: -32670248.000000 Penalty: 6202.527344
	Iteration 16Q: 3 clusters Score -3.267025e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176277 members 
Mstep: Class 2 contains 93431 members 
Entering Unmasked Estep 
Score: -32670892.000000 Penalty: 6202.527344
	Iteration 17Q: 3 clusters Score -3.267089e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179042 members 
Mstep: Class 2 contains 90666 members 
Entering Unmasked Estep 
Score: -32671764.000000 Penalty: 6202.527344
	Iteration 18Q: 3 clusters Score -3.267176e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181817 members 
Mstep: Class 2 contains 87891 members 
Entering Unmasked Estep 
Score: -32672640.000000 Penalty: 6202.527344
	Iteration 19Q: 3 clusters Score -3.267264e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184585 members 
Mstep: Class 2 contains 85123 members 
Entering Unmasked Estep 
Score: -32673440.000000 Penalty: 6202.527344
	Iteration 20F: 3 clusters Score -3.267344e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187389 members 
Mstep: Class 2 contains 82319 members 
Entering Unmasked Estep 
Score: -32674532.000000 Penalty: 6202.527344
	Iteration 21Q: 3 clusters Score -3.267453e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190180 members 
Mstep: Class 2 contains 79528 members 
Entering Unmasked Estep 
Score: -32675342.000000 Penalty: 6202.527344
	Iteration 22Q: 3 clusters Score -3.267534e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192935 members 
Mstep: Class 2 contains 76773 members 
Entering Unmasked Estep 
Score: -32676228.000000 Penalty: 6202.527344
	Iteration 23Q: 3 clusters Score -3.267623e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195675 members 
Mstep: Class 2 contains 74033 members 
Entering Unmasked Estep 
Score: -32676782.000000 Penalty: 6202.527344
	Iteration 24Q: 3 clusters Score -3.267678e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198389 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -32677310.000000 Penalty: 6202.527344
	Iteration 25Q: 3 clusters Score -3.267731e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201111 members 
Mstep: Class 2 contains 68597 members 
Entering Unmasked Estep 
Score: -32677486.000000 Penalty: 6202.527344
	Iteration 26Q: 3 clusters Score -3.267749e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203883 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -32677742.000000 Penalty: 6202.527344
	Iteration 27Q: 3 clusters Score -3.267774e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206729 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -32677904.000000 Penalty: 6202.527344
	Iteration 28Q: 3 clusters Score -3.26779e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209628 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -32677786.000000 Penalty: 6202.527344
	Iteration 29Q: 3 clusters Score -3.267779e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212438 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -32677810.000000 Penalty: 6202.527344
	Iteration 30Q: 3 clusters Score -3.267781e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215194 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -32677864.000000 Penalty: 6202.527344
	Iteration 31Q: 3 clusters Score -3.267786e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217882 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -32677964.000000 Penalty: 6202.527344
	Iteration 32Q: 3 clusters Score -3.267796e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220542 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -32677918.000000 Penalty: 6202.527344
	Iteration 33Q: 3 clusters Score -3.267792e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223075 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -32678098.000000 Penalty: 6202.527344
	Iteration 34Q: 3 clusters Score -3.26781e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225493 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -32678342.000000 Penalty: 6202.527344
	Iteration 35Q: 3 clusters Score -3.267834e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227803 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -32678562.000000 Penalty: 6202.527344
	Iteration 36Q: 3 clusters Score -3.267856e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230035 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -32678852.000000 Penalty: 6202.527344
	Iteration 37Q: 3 clusters Score -3.267885e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232171 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -32679096.000000 Penalty: 6202.527344
	Iteration 38Q: 3 clusters Score -3.26791e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234275 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -32679348.000000 Penalty: 6202.527344
	Iteration 39Q: 3 clusters Score -3.267935e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236403 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -32679536.000000 Penalty: 6202.527344
	Iteration 40F: 3 clusters Score -3.267954e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238437 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -32679786.000000 Penalty: 6202.527344
	Iteration 41Q: 3 clusters Score -3.267979e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240357 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -32680000.000000 Penalty: 6202.527344
	Iteration 42Q: 3 clusters Score -3.268e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242281 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -32680260.000000 Penalty: 6202.527344
	Iteration 43Q: 3 clusters Score -3.268026e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244106 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -32680294.000000 Penalty: 6202.527344
	Iteration 44Q: 3 clusters Score -3.268029e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245866 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -32680396.000000 Penalty: 6202.527344
	Iteration 45Q: 3 clusters Score -3.26804e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247597 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -32680474.000000 Penalty: 6202.527344
	Iteration 46Q: 3 clusters Score -3.268047e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249215 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -32680714.000000 Penalty: 6202.527344
	Iteration 47Q: 3 clusters Score -3.268071e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250723 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -32680866.000000 Penalty: 6202.527344
	Iteration 48Q: 3 clusters Score -3.268087e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252186 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -32681006.000000 Penalty: 6202.527344
	Iteration 49Q: 3 clusters Score -3.268101e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253533 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -32681218.000000 Penalty: 6202.527344
	Iteration 50Q: 3 clusters Score -3.268122e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254805 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -32681306.000000 Penalty: 6202.527344
	Iteration 51Q: 3 clusters Score -3.268131e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256032 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -32681466.000000 Penalty: 6202.527344
	Iteration 52Q: 3 clusters Score -3.268147e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257134 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -32681496.000000 Penalty: 6202.527344
	Iteration 53Q: 3 clusters Score -3.26815e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258138 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -32681726.000000 Penalty: 6202.527344
	Iteration 54Q: 3 clusters Score -3.268173e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259086 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -32681856.000000 Penalty: 6202.527344
	Iteration 55Q: 3 clusters Score -3.268186e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259958 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -32682082.000000 Penalty: 6202.527344
	Iteration 56Q: 3 clusters Score -3.268208e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260756 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -32682128.000000 Penalty: 6202.527344
	Iteration 57Q: 3 clusters Score -3.268213e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261425 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -32682168.000000 Penalty: 6202.527344
	Iteration 58Q: 3 clusters Score -3.268217e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262021 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -32682288.000000 Penalty: 6202.527344
	Iteration 59Q: 3 clusters Score -3.268229e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262517 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -32682332.000000 Penalty: 6202.527344
	Iteration 60F: 3 clusters Score -3.268233e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262965 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -32682348.000000 Penalty: 6202.527344
	Iteration 61Q: 3 clusters Score -3.268235e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263368 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -32682404.000000 Penalty: 6202.527344
	Iteration 62Q: 3 clusters Score -3.26824e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263722 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -32682354.000000 Penalty: 6202.527344
	Iteration 63Q: 3 clusters Score -3.268235e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264032 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -32682366.000000 Penalty: 6202.527344
	Iteration 64Q: 3 clusters Score -3.268237e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264294 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -32682414.000000 Penalty: 6202.527344
	Iteration 65Q: 3 clusters Score -3.268241e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264535 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -32682472.000000 Penalty: 6202.527344
	Iteration 66Q: 3 clusters Score -3.268247e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264724 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -32682422.000000 Penalty: 6202.527344
	Iteration 67Q: 3 clusters Score -3.268242e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264860 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -32682366.000000 Penalty: 6202.527344
	Iteration 68Q: 3 clusters Score -3.268237e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264976 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -32682402.000000 Penalty: 6202.527344
	Iteration 69Q: 3 clusters Score -3.26824e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265089 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -32682372.000000 Penalty: 6202.527344
	Iteration 70Q: 3 clusters Score -3.268237e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265200 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -32682326.000000 Penalty: 6202.527344
	Iteration 71Q: 3 clusters Score -3.268233e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265310 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -32682294.000000 Penalty: 6202.527344
	Iteration 72Q: 3 clusters Score -3.268229e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265416 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -32682206.000000 Penalty: 6202.527344
	Iteration 73Q: 3 clusters Score -3.268221e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265499 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -32682248.000000 Penalty: 6202.527344
	Iteration 74Q: 3 clusters Score -3.268225e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265573 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -32682246.000000 Penalty: 6202.527344
	Iteration 75Q: 3 clusters Score -3.268225e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265636 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -32682210.000000 Penalty: 6202.527344
	Iteration 76Q: 3 clusters Score -3.268221e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265691 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -32682188.000000 Penalty: 6202.527344
	Iteration 77Q: 3 clusters Score -3.268219e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265751 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -32682184.000000 Penalty: 6202.527344
	Iteration 78Q: 3 clusters Score -3.268218e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265811 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -32682164.000000 Penalty: 6202.527344
	Iteration 79Q: 3 clusters Score -3.268216e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265876 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -32682116.000000 Penalty: 6202.527344
	Iteration 80F: 3 clusters Score -3.268212e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265936 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -32682126.000000 Penalty: 6202.527344
	Iteration 81Q: 3 clusters Score -3.268213e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266002 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -32682162.000000 Penalty: 6202.527344
	Iteration 82Q: 3 clusters Score -3.268216e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266059 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -32682160.000000 Penalty: 6202.527344
	Iteration 83Q: 3 clusters Score -3.268216e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266112 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -32682158.000000 Penalty: 6202.527344
	Iteration 84Q: 3 clusters Score -3.268216e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266152 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -32682142.000000 Penalty: 6202.527344
	Iteration 85Q: 3 clusters Score -3.268214e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266193 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -32682098.000000 Penalty: 6202.527344
	Iteration 86Q: 3 clusters Score -3.26821e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266224 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -32682090.000000 Penalty: 6202.527344
	Iteration 87Q: 3 clusters Score -3.268209e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266262 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -32682074.000000 Penalty: 6202.527344
	Iteration 88Q: 3 clusters Score -3.268207e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266302 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -32682082.000000 Penalty: 6202.527344
	Iteration 89Q: 3 clusters Score -3.268208e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266348 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -32682052.000000 Penalty: 6202.527344
	Iteration 90Q: 3 clusters Score -3.268205e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266392 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -32682056.000000 Penalty: 6202.527344
	Iteration 91Q: 3 clusters Score -3.268206e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266438 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -32682072.000000 Penalty: 6202.527344
	Iteration 92Q: 3 clusters Score -3.268207e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266484 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -32682100.000000 Penalty: 6202.527344
	Iteration 93Q: 3 clusters Score -3.26821e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266525 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -32682056.000000 Penalty: 6202.527344
	Iteration 94Q: 3 clusters Score -3.268206e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266549 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -32682048.000000 Penalty: 6202.527344
	Iteration 95Q: 3 clusters Score -3.268205e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266572 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -32682052.000000 Penalty: 6202.527344
	Iteration 96Q: 3 clusters Score -3.268205e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266605 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -32682034.000000 Penalty: 6202.527344
	Iteration 97Q: 3 clusters Score -3.268203e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266629 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -32682090.000000 Penalty: 6202.527344
	Iteration 98Q: 3 clusters Score -3.268209e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266649 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -32682064.000000 Penalty: 6202.527344
	Iteration 99Q: 3 clusters Score -3.268206e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266674 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -32682020.000000 Penalty: 6202.527344
	Iteration 100F: 3 clusters Score -3.268202e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266699 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -32682024.000000 Penalty: 6202.527344
	Iteration 101Q: 3 clusters Score -3.268202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266717 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -32681988.000000 Penalty: 6202.527344
	Iteration 102Q: 3 clusters Score -3.268199e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266742 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -32682004.000000 Penalty: 6202.527344
	Iteration 103Q: 3 clusters Score -3.2682e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266763 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -32681994.000000 Penalty: 6202.527344
	Iteration 104Q: 3 clusters Score -3.268199e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266786 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -32682000.000000 Penalty: 6202.527344
	Iteration 105Q: 3 clusters Score -3.2682e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266810 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -32681986.000000 Penalty: 6202.527344
	Iteration 106Q: 3 clusters Score -3.268199e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266825 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -32682008.000000 Penalty: 6202.527344
	Iteration 107Q: 3 clusters Score -3.268201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266836 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -32681994.000000 Penalty: 6202.527344
	Iteration 108Q: 3 clusters Score -3.268199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266850 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -32681976.000000 Penalty: 6202.527344
	Iteration 109Q: 3 clusters Score -3.268198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266866 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -32681978.000000 Penalty: 6202.527344
	Iteration 110Q: 3 clusters Score -3.268198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266882 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -32681968.000000 Penalty: 6202.527344
	Iteration 111Q: 3 clusters Score -3.268197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266902 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -32681952.000000 Penalty: 6202.527344
	Iteration 112Q: 3 clusters Score -3.268195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266918 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -32681946.000000 Penalty: 6202.527344
	Iteration 113Q: 3 clusters Score -3.268195e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266938 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -32681920.000000 Penalty: 6202.527344
	Iteration 114Q: 3 clusters Score -3.268192e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266962 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -32681908.000000 Penalty: 6202.527344
	Iteration 115Q: 3 clusters Score -3.268191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266973 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -32681932.000000 Penalty: 6202.527344
	Iteration 116Q: 3 clusters Score -3.268193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266986 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -32681954.000000 Penalty: 6202.527344
	Iteration 117Q: 3 clusters Score -3.268195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267001 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -32681956.000000 Penalty: 6202.527344
	Iteration 118Q: 3 clusters Score -3.268196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267018 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -32681966.000000 Penalty: 6202.527344
	Iteration 119Q: 3 clusters Score -3.268197e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267031 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -32681966.000000 Penalty: 6202.527344
	Iteration 120F: 3 clusters Score -3.268197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267040 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -32681988.000000 Penalty: 6202.527344
	Iteration 121Q: 3 clusters Score -3.268199e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267055 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -32681962.000000 Penalty: 6202.527344
	Iteration 122Q: 3 clusters Score -3.268196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267064 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -32681946.000000 Penalty: 6202.527344
	Iteration 123Q: 3 clusters Score -3.268195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267075 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -32681948.000000 Penalty: 6202.527344
	Iteration 124Q: 3 clusters Score -3.268195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267090 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -32681942.000000 Penalty: 6202.527344
	Iteration 125Q: 3 clusters Score -3.268194e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267105 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -32681954.000000 Penalty: 6202.527344
	Iteration 126Q: 3 clusters Score -3.268195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267115 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -32681934.000000 Penalty: 6202.527344
	Iteration 127Q: 3 clusters Score -3.268193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267122 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -32681940.000000 Penalty: 6202.527344
	Iteration 128Q: 3 clusters Score -3.268194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267125 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -32681940.000000 Penalty: 6202.527344
	Iteration 129Q: 3 clusters Score -3.268194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267134 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -32681962.000000 Penalty: 6202.527344
	Iteration 130Q: 3 clusters Score -3.268196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267142 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -32681956.000000 Penalty: 6202.527344
	Iteration 131Q: 3 clusters Score -3.268196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267152 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -32681958.000000 Penalty: 6202.527344
	Iteration 132Q: 3 clusters Score -3.268196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267157 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -32681974.000000 Penalty: 6202.527344
	Iteration 133Q: 3 clusters Score -3.268197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267162 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -32681968.000000 Penalty: 6202.527344
	Iteration 134Q: 3 clusters Score -3.268197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267170 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -32681966.000000 Penalty: 6202.527344
	Iteration 135Q: 3 clusters Score -3.268197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267179 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -32681968.000000 Penalty: 6202.527344
	Iteration 136Q: 3 clusters Score -3.268197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267191 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -32681968.000000 Penalty: 6202.527344
	Iteration 137Q: 3 clusters Score -3.268197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267196 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -32681986.000000 Penalty: 6202.527344
	Iteration 138Q: 3 clusters Score -3.268199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267202 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -32681968.000000 Penalty: 6202.527344
	Iteration 139Q: 3 clusters Score -3.268197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267209 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -32681966.000000 Penalty: 6202.527344
	Iteration 140F: 3 clusters Score -3.268197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267214 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -32681958.000000 Penalty: 6202.527344
	Iteration 141Q: 3 clusters Score -3.268196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267217 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -32681952.000000 Penalty: 6202.527344
	Iteration 142Q: 3 clusters Score -3.268195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267220 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -32681962.000000 Penalty: 6202.527344
	Iteration 143Q: 3 clusters Score -3.268196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267225 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -32681976.000000 Penalty: 6202.527344
	Iteration 144Q: 3 clusters Score -3.268198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267230 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -32681954.000000 Penalty: 6202.527344
	Iteration 145Q: 3 clusters Score -3.268195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267235 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -32681954.000000 Penalty: 6202.527344
	Iteration 146Q: 3 clusters Score -3.268195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267239 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -32681978.000000 Penalty: 6202.527344
	Iteration 147Q: 3 clusters Score -3.268198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267242 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -32681950.000000 Penalty: 6202.527344
	Iteration 148Q: 3 clusters Score -3.268195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267244 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -32681950.000000 Penalty: 6202.527344
	Iteration 149Q: 3 clusters Score -3.268195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267247 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -32681966.000000 Penalty: 6202.527344
	Iteration 150Q: 3 clusters Score -3.268197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267251 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -32681958.000000 Penalty: 6202.527344
	Iteration 151Q: 3 clusters Score -3.268196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267253 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -32681952.000000 Penalty: 6202.527344
	Iteration 152Q: 3 clusters Score -3.268195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267254 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -32681962.000000 Penalty: 6202.527344
	Iteration 153Q: 3 clusters Score -3.268196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267255 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -32681952.000000 Penalty: 6202.527344
	Iteration 154Q: 3 clusters Score -3.268195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267256 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -32681966.000000 Penalty: 6202.527344
	Iteration 155Q: 3 clusters Score -3.268197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267258 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -32681970.000000 Penalty: 6202.527344
	Iteration 156Q: 3 clusters Score -3.268197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267259 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -32681972.000000 Penalty: 6202.527344
	Iteration 157Q: 3 clusters Score -3.268197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267261 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -32681968.000000 Penalty: 6202.527344
	Iteration 158Q: 3 clusters Score -3.268197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267262 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -32681968.000000 Penalty: 6202.527344
	Iteration 159Q: 3 clusters Score -3.268197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267262 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -32681968.000000 Penalty: 6202.527344
	Iteration 160F: 3 clusters Score -3.268197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (57244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Entering Unmasked Estep 
Score: -6773440.500000 Penalty: 2716.859375
	Iteration 0F: 2 clusters Score -6773440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -6734869.500000 Penalty: 5433.718750
	Iteration 0F: 3 clusters Score -6734870 nChanged 26728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -6749506.000000 Penalty: 5433.718750
	Iteration 1F: 3 clusters Score -6749506 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -6749918.000000 Penalty: 5433.718750
	Iteration 2Q: 3 clusters Score -6749918 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -6750304.000000 Penalty: 5433.718750
	Iteration 3Q: 3 clusters Score -6750304 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -6750716.500000 Penalty: 5433.718750
	Iteration 4Q: 3 clusters Score -6750716 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -6751209.500000 Penalty: 5433.718750
	Iteration 5Q: 3 clusters Score -6751210 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -6751948.500000 Penalty: 5433.718750
	Iteration 6Q: 3 clusters Score -6751948 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -6753023.000000 Penalty: 5433.718750
	Iteration 7Q: 3 clusters Score -6753023 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -6754968.500000 Penalty: 5433.718750
	Iteration 8F: 3 clusters Score -6754968 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -6758095.000000 Penalty: 5433.718750
	Iteration 9F: 3 clusters Score -6758095 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -6762429.000000 Penalty: 5433.718750
	Iteration 10F: 3 clusters Score -6762429 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -6766746.500000 Penalty: 5433.718750
	Iteration 11F: 3 clusters Score -6766746 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 55493 members 
Entering Unmasked Estep 
Score: -6769379.000000 Penalty: 5433.718750
	Iteration 12Q: 3 clusters Score -6769379 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
Score: -6770396.000000 Penalty: 5433.718750
	Iteration 13Q: 3 clusters Score -6770396 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 56885 members 
Entering Unmasked Estep 
Score: -6770747.500000 Penalty: 5433.718750
	Iteration 14Q: 3 clusters Score -6770748 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 56966 members 
Entering Unmasked Estep 
Score: -6770895.500000 Penalty: 5433.718750
	Iteration 15Q: 3 clusters Score -6770896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -6770959.500000 Penalty: 5433.718750
	Iteration 16Q: 3 clusters Score -6770960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -6770992.500000 Penalty: 5433.718750
	Iteration 17Q: 3 clusters Score -6770992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -6771018.500000 Penalty: 5433.718750
	Iteration 18Q: 3 clusters Score -6771018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -6771021.500000 Penalty: 5433.718750
	Iteration 19Q: 3 clusters Score -6771022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -6771023.000000 Penalty: 5433.718750
	Iteration 20F: 3 clusters Score -6771023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -6771027.000000 Penalty: 5433.718750
	Iteration 21Q: 3 clusters Score -6771027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -6771027.000000 Penalty: 5433.718750
	Iteration 22F: 3 clusters Score -6771027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Entering Unmasked Estep 
Score: -637521.500000 Penalty: 2135.404297
	Iteration 0F: 2 clusters Score -637521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -632767.250000 Penalty: 4270.808594
	Iteration 0F: 3 clusters Score -632767.2 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -634118.875000 Penalty: 4270.808594
	Iteration 1F: 3 clusters Score -634118.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -634468.250000 Penalty: 4270.808594
	Iteration 2F: 3 clusters Score -634468.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -634741.187500 Penalty: 4270.808594
	Iteration 3F: 3 clusters Score -634741.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -634938.750000 Penalty: 4270.808594
	Iteration 4F: 3 clusters Score -634938.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -635115.000000 Penalty: 4270.808594
	Iteration 5Q: 3 clusters Score -635115 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -635266.562500 Penalty: 4270.808594
	Iteration 6Q: 3 clusters Score -635266.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -635384.437500 Penalty: 4270.808594
	Iteration 7Q: 3 clusters Score -635384.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -635475.937500 Penalty: 4270.808594
	Iteration 8Q: 3 clusters Score -635475.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -635559.062500 Penalty: 4270.808594
	Iteration 9Q: 3 clusters Score -635559.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -635643.625000 Penalty: 4270.808594
	Iteration 10Q: 3 clusters Score -635643.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -635700.312500 Penalty: 4270.808594
	Iteration 11Q: 3 clusters Score -635700.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -635762.062500 Penalty: 4270.808594
	Iteration 12Q: 3 clusters Score -635762.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -635816.875000 Penalty: 4270.808594
	Iteration 13Q: 3 clusters Score -635816.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -635866.937500 Penalty: 4270.808594
	Iteration 14Q: 3 clusters Score -635866.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -635898.000000 Penalty: 4270.808594
	Iteration 15Q: 3 clusters Score -635898 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -635924.687500 Penalty: 4270.808594
	Iteration 16Q: 3 clusters Score -635924.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -635951.437500 Penalty: 4270.808594
	Iteration 17Q: 3 clusters Score -635951.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -635976.312500 Penalty: 4270.808594
	Iteration 18Q: 3 clusters Score -635976.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -635997.312500 Penalty: 4270.808594
	Iteration 19Q: 3 clusters Score -635997.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -636014.250000 Penalty: 4270.808594
	Iteration 20F: 3 clusters Score -636014.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -636025.562500 Penalty: 4270.808594
	Iteration 21Q: 3 clusters Score -636025.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -636038.062500 Penalty: 4270.808594
	Iteration 22Q: 3 clusters Score -636038.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -636047.500000 Penalty: 4270.808594
	Iteration 23Q: 3 clusters Score -636047.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -636057.687500 Penalty: 4270.808594
	Iteration 24Q: 3 clusters Score -636057.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -636062.562500 Penalty: 4270.808594
	Iteration 25Q: 3 clusters Score -636062.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -636068.312500 Penalty: 4270.808594
	Iteration 26Q: 3 clusters Score -636068.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -636078.000000 Penalty: 4270.808594
	Iteration 27Q: 3 clusters Score -636078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -636088.375000 Penalty: 4270.808594
	Iteration 28Q: 3 clusters Score -636088.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -636096.062500 Penalty: 4270.808594
	Iteration 29Q: 3 clusters Score -636096.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -636100.375000 Penalty: 4270.808594
	Iteration 30Q: 3 clusters Score -636100.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -636105.125000 Penalty: 4270.808594
	Iteration 31Q: 3 clusters Score -636105.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -636110.312500 Penalty: 4270.808594
	Iteration 32Q: 3 clusters Score -636110.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -636111.625000 Penalty: 4270.808594
	Iteration 33Q: 3 clusters Score -636111.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -636114.187500 Penalty: 4270.808594
	Iteration 34Q: 3 clusters Score -636114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -636117.000000 Penalty: 4270.808594
	Iteration 35Q: 3 clusters Score -636117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -636118.187500 Penalty: 4270.808594
	Iteration 36Q: 3 clusters Score -636118.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -636118.562500 Penalty: 4270.808594
	Iteration 37Q: 3 clusters Score -636118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -636120.562500 Penalty: 4270.808594
	Iteration 38Q: 3 clusters Score -636120.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -636120.875000 Penalty: 4270.808594
	Iteration 39Q: 3 clusters Score -636120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -636120.687500 Penalty: 4270.808594
	Iteration 40F: 3 clusters Score -636120.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -636121.500000 Penalty: 4270.808594
	Iteration 41Q: 3 clusters Score -636121.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -636121.750000 Penalty: 4270.808594
	Iteration 42Q: 3 clusters Score -636121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -636120.812500 Penalty: 4270.808594
	Iteration 43Q: 3 clusters Score -636120.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -636120.812500 Penalty: 4270.808594
	Iteration 44F: 3 clusters Score -636120.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (136873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136873 members 
Entering Unmasked Estep 
Score: -16715225.000000 Penalty: 2933.048584
	Iteration 0F: 2 clusters Score -1.671522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68247 members 
Mstep: Class 2 contains 68626 members 
Entering Unmasked Estep 
Score: -16623460.000000 Penalty: 5866.097168
	Iteration 0F: 3 clusters Score -1.662346e+07 nChanged 65192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -16661359.000000 Penalty: 5866.097168
	Iteration 1F: 3 clusters Score -1.666136e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63655 members 
Mstep: Class 2 contains 73218 members 
Entering Unmasked Estep 
Score: -16662796.000000 Penalty: 5866.097168
	Iteration 2Q: 3 clusters Score -1.66628e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61068 members 
Mstep: Class 2 contains 75805 members 
Entering Unmasked Estep 
Score: -16665003.000000 Penalty: 5866.097168
	Iteration 3Q: 3 clusters Score -1.6665e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -16667992.000000 Penalty: 5866.097168
	Iteration 4Q: 3 clusters Score -1.666799e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 83726 members 
Entering Unmasked Estep 
Score: -16671686.000000 Penalty: 5866.097168
	Iteration 5Q: 3 clusters Score -1.667169e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 88907 members 
Entering Unmasked Estep 
Score: -16676571.000000 Penalty: 5866.097168
	Iteration 6F: 3 clusters Score -1.667657e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -16682085.000000 Penalty: 5866.097168
	Iteration 7F: 3 clusters Score -1.668208e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 101013 members 
Entering Unmasked Estep 
Score: -16687774.000000 Penalty: 5866.097168
	Iteration 8F: 3 clusters Score -1.668777e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 106839 members 
Entering Unmasked Estep 
Score: -16693279.000000 Penalty: 5866.097168
	Iteration 9F: 3 clusters Score -1.669328e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 111746 members 
Entering Unmasked Estep 
Score: -16697744.000000 Penalty: 5866.097168
	Iteration 10Q: 3 clusters Score -1.669774e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 115764 members 
Entering Unmasked Estep 
Score: -16701098.000000 Penalty: 5866.097168
	Iteration 11Q: 3 clusters Score -1.67011e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 119041 members 
Entering Unmasked Estep 
Score: -16703371.000000 Penalty: 5866.097168
	Iteration 12Q: 3 clusters Score -1.670337e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 121873 members 
Entering Unmasked Estep 
Score: -16705146.000000 Penalty: 5866.097168
	Iteration 13Q: 3 clusters Score -1.670515e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 124370 members 
Entering Unmasked Estep 
Score: -16706609.000000 Penalty: 5866.097168
	Iteration 14Q: 3 clusters Score -1.670661e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 126571 members 
Entering Unmasked Estep 
Score: -16707903.000000 Penalty: 5866.097168
	Iteration 15Q: 3 clusters Score -1.67079e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 128468 members 
Entering Unmasked Estep 
Score: -16708923.000000 Penalty: 5866.097168
	Iteration 16Q: 3 clusters Score -1.670892e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 130099 members 
Entering Unmasked Estep 
Score: -16709767.000000 Penalty: 5866.097168
	Iteration 17Q: 3 clusters Score -1.670977e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 131430 members 
Entering Unmasked Estep 
Score: -16710353.000000 Penalty: 5866.097168
	Iteration 18Q: 3 clusters Score -1.671035e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 132480 members 
Entering Unmasked Estep 
Score: -16710915.000000 Penalty: 5866.097168
	Iteration 19Q: 3 clusters Score -1.671092e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 133319 members 
Entering Unmasked Estep 
Score: -16711326.000000 Penalty: 5866.097168
	Iteration 20F: 3 clusters Score -1.671133e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 133950 members 
Entering Unmasked Estep 
Score: -16711694.000000 Penalty: 5866.097168
	Iteration 21Q: 3 clusters Score -1.671169e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 134437 members 
Entering Unmasked Estep 
Score: -16711939.000000 Penalty: 5866.097168
	Iteration 22Q: 3 clusters Score -1.671194e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 134801 members 
Entering Unmasked Estep 
Score: -16712201.000000 Penalty: 5866.097168
	Iteration 23Q: 3 clusters Score -1.67122e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 135065 members 
Entering Unmasked Estep 
Score: -16712328.000000 Penalty: 5866.097168
	Iteration 24Q: 3 clusters Score -1.671233e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 135261 members 
Entering Unmasked Estep 
Score: -16712416.000000 Penalty: 5866.097168
	Iteration 25Q: 3 clusters Score -1.671242e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 135387 members 
Entering Unmasked Estep 
Score: -16712458.000000 Penalty: 5866.097168
	Iteration 26Q: 3 clusters Score -1.671246e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 135479 members 
Entering Unmasked Estep 
Score: -16712503.000000 Penalty: 5866.097168
	Iteration 27Q: 3 clusters Score -1.67125e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 135540 members 
Entering Unmasked Estep 
Score: -16712560.000000 Penalty: 5866.097168
	Iteration 28Q: 3 clusters Score -1.671256e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 135599 members 
Entering Unmasked Estep 
Score: -16712588.000000 Penalty: 5866.097168
	Iteration 29Q: 3 clusters Score -1.671259e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 135654 members 
Entering Unmasked Estep 
Score: -16712604.000000 Penalty: 5866.097168
	Iteration 30Q: 3 clusters Score -1.67126e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 135706 members 
Entering Unmasked Estep 
Score: -16712608.000000 Penalty: 5866.097168
	Iteration 31Q: 3 clusters Score -1.671261e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 135743 members 
Entering Unmasked Estep 
Score: -16712612.000000 Penalty: 5866.097168
	Iteration 32Q: 3 clusters Score -1.671261e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 135784 members 
Entering Unmasked Estep 
Score: -16712645.000000 Penalty: 5866.097168
	Iteration 33Q: 3 clusters Score -1.671264e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 135816 members 
Entering Unmasked Estep 
Score: -16712663.000000 Penalty: 5866.097168
	Iteration 34Q: 3 clusters Score -1.671266e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 135837 members 
Entering Unmasked Estep 
Score: -16712683.000000 Penalty: 5866.097168
	Iteration 35Q: 3 clusters Score -1.671268e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 135857 members 
Entering Unmasked Estep 
Score: -16712710.000000 Penalty: 5866.097168
	Iteration 36Q: 3 clusters Score -1.671271e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 135878 members 
Entering Unmasked Estep 
Score: -16712720.000000 Penalty: 5866.097168
	Iteration 37Q: 3 clusters Score -1.671272e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 135903 members 
Entering Unmasked Estep 
Score: -16712734.000000 Penalty: 5866.097168
	Iteration 38Q: 3 clusters Score -1.671273e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 135917 members 
Entering Unmasked Estep 
Score: -16712734.000000 Penalty: 5866.097168
	Iteration 39Q: 3 clusters Score -1.671273e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 135928 members 
Entering Unmasked Estep 
Score: -16712758.000000 Penalty: 5866.097168
	Iteration 40F: 3 clusters Score -1.671276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 135933 members 
Entering Unmasked Estep 
Score: -16712747.000000 Penalty: 5866.097168
	Iteration 41Q: 3 clusters Score -1.671275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 135939 members 
Entering Unmasked Estep 
Score: -16712728.000000 Penalty: 5866.097168
	Iteration 42Q: 3 clusters Score -1.671273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 135940 members 
Entering Unmasked Estep 
Score: -16712728.000000 Penalty: 5866.097168
	Iteration 43Q: 3 clusters Score -1.671273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 135944 members 
Entering Unmasked Estep 
Score: -16712721.000000 Penalty: 5866.097168
	Iteration 44Q: 3 clusters Score -1.671272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 135945 members 
Entering Unmasked Estep 
Score: -16712730.000000 Penalty: 5866.097168
	Iteration 45Q: 3 clusters Score -1.671273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 135948 members 
Entering Unmasked Estep 
Score: -16712730.000000 Penalty: 5866.097168
	Iteration 46Q: 3 clusters Score -1.671273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 135950 members 
Entering Unmasked Estep 
Score: -16712736.000000 Penalty: 5866.097168
	Iteration 47Q: 3 clusters Score -1.671274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 135951 members 
Entering Unmasked Estep 
Score: -16712726.000000 Penalty: 5866.097168
	Iteration 48Q: 3 clusters Score -1.671273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 135952 members 
Entering Unmasked Estep 
Score: -16712730.000000 Penalty: 5866.097168
	Iteration 49Q: 3 clusters Score -1.671273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 135953 members 
Entering Unmasked Estep 
Score: -16712722.000000 Penalty: 5866.097168
	Iteration 50Q: 3 clusters Score -1.671272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 135954 members 
Entering Unmasked Estep 
Score: -16712725.000000 Penalty: 5866.097168
	Iteration 51Q: 3 clusters Score -1.671272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 135954 members 
Entering Unmasked Estep 
Score: -16712725.000000 Penalty: 5866.097168
	Iteration 52F: 3 clusters Score -1.671272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Entering Unmasked Estep 
Score: -474717.468750 Penalty: 2067.662598
	Iteration 0F: 2 clusters Score -474717.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -470756.625000 Penalty: 4135.325195
	Iteration 0F: 3 clusters Score -470756.6 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -471601.625000 Penalty: 4135.325195
	Iteration 1F: 3 clusters Score -471601.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -471838.843750 Penalty: 4135.325195
	Iteration 2F: 3 clusters Score -471838.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -471966.562500 Penalty: 4135.325195
	Iteration 3F: 3 clusters Score -471966.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -472050.812500 Penalty: 4135.325195
	Iteration 4Q: 3 clusters Score -472050.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -472107.375000 Penalty: 4135.325195
	Iteration 5Q: 3 clusters Score -472107.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -472149.562500 Penalty: 4135.325195
	Iteration 6Q: 3 clusters Score -472149.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -472177.906250 Penalty: 4135.325195
	Iteration 7Q: 3 clusters Score -472177.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -472210.468750 Penalty: 4135.325195
	Iteration 8Q: 3 clusters Score -472210.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -472232.906250 Penalty: 4135.325195
	Iteration 9Q: 3 clusters Score -472232.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -472253.125000 Penalty: 4135.325195
	Iteration 10Q: 3 clusters Score -472253.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -472269.812500 Penalty: 4135.325195
	Iteration 11Q: 3 clusters Score -472269.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -472286.875000 Penalty: 4135.325195
	Iteration 12Q: 3 clusters Score -472286.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -472305.937500 Penalty: 4135.325195
	Iteration 13Q: 3 clusters Score -472305.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -472317.343750 Penalty: 4135.325195
	Iteration 14Q: 3 clusters Score -472317.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -472325.531250 Penalty: 4135.325195
	Iteration 15Q: 3 clusters Score -472325.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -472337.468750 Penalty: 4135.325195
	Iteration 16Q: 3 clusters Score -472337.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -472355.562500 Penalty: 4135.325195
	Iteration 17Q: 3 clusters Score -472355.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -472365.718750 Penalty: 4135.325195
	Iteration 18Q: 3 clusters Score -472365.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -472372.593750 Penalty: 4135.325195
	Iteration 19Q: 3 clusters Score -472372.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -472377.187500 Penalty: 4135.325195
	Iteration 20F: 3 clusters Score -472377.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -472382.000000 Penalty: 4135.325195
	Iteration 21Q: 3 clusters Score -472382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -472385.968750 Penalty: 4135.325195
	Iteration 22Q: 3 clusters Score -472386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -472390.250000 Penalty: 4135.325195
	Iteration 23Q: 3 clusters Score -472390.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -472394.656250 Penalty: 4135.325195
	Iteration 24Q: 3 clusters Score -472394.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -472398.593750 Penalty: 4135.325195
	Iteration 25Q: 3 clusters Score -472398.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -472405.625000 Penalty: 4135.325195
	Iteration 26Q: 3 clusters Score -472405.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -472408.437500 Penalty: 4135.325195
	Iteration 27Q: 3 clusters Score -472408.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -472415.000000 Penalty: 4135.325195
	Iteration 28Q: 3 clusters Score -472415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -472418.812500 Penalty: 4135.325195
	Iteration 29Q: 3 clusters Score -472418.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -472425.812500 Penalty: 4135.325195
	Iteration 30Q: 3 clusters Score -472425.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -472434.093750 Penalty: 4135.325195
	Iteration 31Q: 3 clusters Score -472434.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -472446.375000 Penalty: 4135.325195
	Iteration 32Q: 3 clusters Score -472446.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -472464.343750 Penalty: 4135.325195
	Iteration 33Q: 3 clusters Score -472464.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -472478.718750 Penalty: 4135.325195
	Iteration 34Q: 3 clusters Score -472478.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -472494.968750 Penalty: 4135.325195
	Iteration 35Q: 3 clusters Score -472495 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -472516.437500 Penalty: 4135.325195
	Iteration 36Q: 3 clusters Score -472516.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -472537.468750 Penalty: 4135.325195
	Iteration 37Q: 3 clusters Score -472537.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -472573.906250 Penalty: 4135.325195
	Iteration 38Q: 3 clusters Score -472573.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -472628.031250 Penalty: 4135.325195
	Iteration 39Q: 3 clusters Score -472628 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -472697.312500 Penalty: 4135.325195
	Iteration 40F: 3 clusters Score -472697.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -472792.375000 Penalty: 4135.325195
	Iteration 41Q: 3 clusters Score -472792.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -472899.312500 Penalty: 4135.325195
	Iteration 42Q: 3 clusters Score -472899.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -472975.593750 Penalty: 4135.325195
	Iteration 43Q: 3 clusters Score -472975.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -473043.093750 Penalty: 4135.325195
	Iteration 44Q: 3 clusters Score -473043.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -473084.781250 Penalty: 4135.325195
	Iteration 45Q: 3 clusters Score -473084.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -473138.812500 Penalty: 4135.325195
	Iteration 46Q: 3 clusters Score -473138.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -473186.625000 Penalty: 4135.325195
	Iteration 47Q: 3 clusters Score -473186.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -473234.093750 Penalty: 4135.325195
	Iteration 48Q: 3 clusters Score -473234.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -473276.218750 Penalty: 4135.325195
	Iteration 49Q: 3 clusters Score -473276.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -473309.531250 Penalty: 4135.325195
	Iteration 50Q: 3 clusters Score -473309.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -473340.406250 Penalty: 4135.325195
	Iteration 51Q: 3 clusters Score -473340.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -473366.906250 Penalty: 4135.325195
	Iteration 52Q: 3 clusters Score -473366.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -473392.718750 Penalty: 4135.325195
	Iteration 53Q: 3 clusters Score -473392.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -473409.093750 Penalty: 4135.325195
	Iteration 54Q: 3 clusters Score -473409.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -473421.781250 Penalty: 4135.325195
	Iteration 55Q: 3 clusters Score -473421.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -473432.218750 Penalty: 4135.325195
	Iteration 56Q: 3 clusters Score -473432.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -473441.531250 Penalty: 4135.325195
	Iteration 57Q: 3 clusters Score -473441.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -473451.000000 Penalty: 4135.325195
	Iteration 58Q: 3 clusters Score -473451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -473461.593750 Penalty: 4135.325195
	Iteration 59Q: 3 clusters Score -473461.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -473468.187500 Penalty: 4135.325195
	Iteration 60F: 3 clusters Score -473468.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -473474.750000 Penalty: 4135.325195
	Iteration 61Q: 3 clusters Score -473474.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -473481.468750 Penalty: 4135.325195
	Iteration 62Q: 3 clusters Score -473481.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -473486.281250 Penalty: 4135.325195
	Iteration 63Q: 3 clusters Score -473486.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -473489.375000 Penalty: 4135.325195
	Iteration 64Q: 3 clusters Score -473489.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -473491.187500 Penalty: 4135.325195
	Iteration 65Q: 3 clusters Score -473491.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -473492.656250 Penalty: 4135.325195
	Iteration 66Q: 3 clusters Score -473492.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -473494.250000 Penalty: 4135.325195
	Iteration 67Q: 3 clusters Score -473494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -473494.906250 Penalty: 4135.325195
	Iteration 68Q: 3 clusters Score -473494.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -473494.906250 Penalty: 4135.325195
	Iteration 69F: 3 clusters Score -473494.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -27823.212891 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -27823.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26570.781250 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -26570.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26681.341797 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -26681.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26709.388672 Penalty: 2798.385986
	Iteration 2Q: 3 clusters Score -26709.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26726.199219 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -26726.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26758.218750 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -26758.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26792.337891 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -26792.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26802.253906 Penalty: 2798.385986
	Iteration 6Q: 3 clusters Score -26802.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26803.160156 Penalty: 2798.385986
	Iteration 7Q: 3 clusters Score -26803.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26805.382812 Penalty: 2798.385986
	Iteration 8Q: 3 clusters Score -26805.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26805.382812 Penalty: 2798.385986
	Iteration 9F: 3 clusters Score -26805.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Entering Unmasked Estep 
Score: -4842818.000000 Penalty: 2623.549072
	Iteration 0F: 2 clusters Score -4842818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -4816317.500000 Penalty: 5247.098145
	Iteration 0F: 3 clusters Score -4816318 nChanged 17810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4825894.000000 Penalty: 5247.098145
	Iteration 1F: 3 clusters Score -4825894 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -4826410.000000 Penalty: 5247.098145
	Iteration 2Q: 3 clusters Score -4826410 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -4826856.500000 Penalty: 5247.098145
	Iteration 3Q: 3 clusters Score -4826856 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -4827476.000000 Penalty: 5247.098145
	Iteration 4Q: 3 clusters Score -4827476 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -4828375.500000 Penalty: 5247.098145
	Iteration 5Q: 3 clusters Score -4828376 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -4829820.500000 Penalty: 5247.098145
	Iteration 6F: 3 clusters Score -4829820 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -4832182.000000 Penalty: 5247.098145
	Iteration 7F: 3 clusters Score -4832182 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -4835127.000000 Penalty: 5247.098145
	Iteration 8F: 3 clusters Score -4835127 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -4837739.500000 Penalty: 5247.098145
	Iteration 9F: 3 clusters Score -4837740 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -4839366.000000 Penalty: 5247.098145
	Iteration 10Q: 3 clusters Score -4839366 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -4840082.000000 Penalty: 5247.098145
	Iteration 11Q: 3 clusters Score -4840082 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -4840319.500000 Penalty: 5247.098145
	Iteration 12Q: 3 clusters Score -4840320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -4840382.000000 Penalty: 5247.098145
	Iteration 13Q: 3 clusters Score -4840382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -4840442.000000 Penalty: 5247.098145
	Iteration 14Q: 3 clusters Score -4840442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -4840457.500000 Penalty: 5247.098145
	Iteration 15Q: 3 clusters Score -4840458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -4840471.500000 Penalty: 5247.098145
	Iteration 16Q: 3 clusters Score -4840472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -4840479.000000 Penalty: 5247.098145
	Iteration 17Q: 3 clusters Score -4840479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -4840491.000000 Penalty: 5247.098145
	Iteration 18Q: 3 clusters Score -4840491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -4840495.500000 Penalty: 5247.098145
	Iteration 19Q: 3 clusters Score -4840496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -4840493.500000 Penalty: 5247.098145
	Iteration 20F: 3 clusters Score -4840494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -4840501.000000 Penalty: 5247.098145
	Iteration 21Q: 3 clusters Score -4840501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -4840506.500000 Penalty: 5247.098145
	Iteration 22Q: 3 clusters Score -4840506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -4840513.500000 Penalty: 5247.098145
	Iteration 23Q: 3 clusters Score -4840514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -4840516.500000 Penalty: 5247.098145
	Iteration 24Q: 3 clusters Score -4840516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -4840518.000000 Penalty: 5247.098145
	Iteration 25Q: 3 clusters Score -4840518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -4840518.000000 Penalty: 5247.098145
	Iteration 26F: 3 clusters Score -4840518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 223924 members 
Mstep: Class 5 contains 56800 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4501 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 68313 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 269708 members 
Mstep: Class 13 contains 57244 members 
Mstep: Class 14 contains 5489 members 
Mstep: Class 15 contains 136873 members 
Mstep: Class 16 contains 4177 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 39294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285160.000000 Penalty: 57676.941406
Iteration 79Q: 18 clusters Score -1.042852e+08 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 223702 members 
Mstep: Class 5 contains 57589 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4502 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 68272 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 269144 members 
Mstep: Class 13 contains 57053 members 
Mstep: Class 14 contains 5451 members 
Mstep: Class 15 contains 137518 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 38914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285280.000000 Penalty: 57676.941406
Iteration 80F: 18 clusters Score -1.042853e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 223470 members 
Mstep: Class 5 contains 58386 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4506 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 68247 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 268604 members 
Mstep: Class 13 contains 56877 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 138117 members 
Mstep: Class 16 contains 4177 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 38530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285184.000000 Penalty: 57676.941406
Iteration 81Q: 18 clusters Score -1.042852e+08 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 223197 members 
Mstep: Class 5 contains 59206 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4504 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 68185 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 268085 members 
Mstep: Class 13 contains 56716 members 
Mstep: Class 14 contains 5362 members 
Mstep: Class 15 contains 138730 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 38161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285208.000000 Penalty: 57676.941406
Iteration 82Q: 18 clusters Score -1.042852e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 222930 members 
Mstep: Class 5 contains 60018 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4503 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 68114 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 267551 members 
Mstep: Class 13 contains 56542 members 
Mstep: Class 14 contains 5323 members 
Mstep: Class 15 contains 139366 members 
Mstep: Class 16 contains 4180 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 37797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285280.000000 Penalty: 57676.941406
Iteration 83Q: 18 clusters Score -1.042853e+08 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 222607 members 
Mstep: Class 5 contains 60852 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4506 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 68043 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 266990 members 
Mstep: Class 13 contains 56403 members 
Mstep: Class 14 contains 5270 members 
Mstep: Class 15 contains 140020 members 
Mstep: Class 16 contains 4180 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 37452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285440.000000 Penalty: 57676.941406
Iteration 84Q: 18 clusters Score -1.042854e+08 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 222346 members 
Mstep: Class 5 contains 61702 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 67986 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 266369 members 
Mstep: Class 13 contains 56215 members 
Mstep: Class 14 contains 5226 members 
Mstep: Class 15 contains 140635 members 
Mstep: Class 16 contains 4180 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 37159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285552.000000 Penalty: 57676.941406
Iteration 85Q: 18 clusters Score -1.042856e+08 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 222153 members 
Mstep: Class 5 contains 62522 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4504 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 67916 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 265772 members 
Mstep: Class 13 contains 56024 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 15 contains 141219 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 36851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285624.000000 Penalty: 57676.941406
Iteration 86Q: 18 clusters Score -1.042856e+08 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 221993 members 
Mstep: Class 5 contains 63330 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4503 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 67868 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 265159 members 
Mstep: Class 13 contains 55824 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 141784 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 36542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285672.000000 Penalty: 57676.941406
Iteration 87Q: 18 clusters Score -1.042857e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 221805 members 
Mstep: Class 5 contains 64151 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4506 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 67807 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 264540 members 
Mstep: Class 13 contains 55623 members 
Mstep: Class 14 contains 5087 members 
Mstep: Class 15 contains 142367 members 
Mstep: Class 16 contains 4182 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 36253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285888.000000 Penalty: 57676.941406
Iteration 88Q: 18 clusters Score -1.042859e+08 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 221548 members 
Mstep: Class 5 contains 65023 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4506 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 67734 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 263939 members 
Mstep: Class 13 contains 55423 members 
Mstep: Class 14 contains 5046 members 
Mstep: Class 15 contains 142966 members 
Mstep: Class 16 contains 4182 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 35954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286088.000000 Penalty: 57676.941406
Iteration 89Q: 18 clusters Score -1.042861e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 221275 members 
Mstep: Class 5 contains 65870 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4504 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 67647 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 263346 members 
Mstep: Class 13 contains 55245 members 
Mstep: Class 14 contains 5006 members 
Mstep: Class 15 contains 143567 members 
Mstep: Class 16 contains 4182 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 35679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286312.000000 Penalty: 57676.941406
Iteration 90Q: 18 clusters Score -1.042863e+08 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 220951 members 
Mstep: Class 5 contains 66663 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 67560 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 262837 members 
Mstep: Class 13 contains 55070 members 
Mstep: Class 14 contains 4970 members 
Mstep: Class 15 contains 144172 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 35409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286344.000000 Penalty: 57676.941406
Iteration 91Q: 18 clusters Score -1.042863e+08 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 220628 members 
Mstep: Class 5 contains 67387 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4502 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 67490 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 262347 members 
Mstep: Class 13 contains 54887 members 
Mstep: Class 14 contains 4943 members 
Mstep: Class 15 contains 144805 members 
Mstep: Class 16 contains 4185 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 35146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286408.000000 Penalty: 57676.941406
Iteration 92Q: 18 clusters Score -1.042864e+08 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 220294 members 
Mstep: Class 5 contains 68102 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4504 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 67415 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 261852 members 
Mstep: Class 13 contains 54729 members 
Mstep: Class 14 contains 4918 members 
Mstep: Class 15 contains 145443 members 
Mstep: Class 16 contains 4185 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 34878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286680.000000 Penalty: 57676.941406
Iteration 93Q: 18 clusters Score -1.042867e+08 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 219940 members 
Mstep: Class 5 contains 68812 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4504 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 67335 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 261372 members 
Mstep: Class 13 contains 54590 members 
Mstep: Class 14 contains 4898 members 
Mstep: Class 15 contains 146093 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 34592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286768.000000 Penalty: 57676.941406
Iteration 94Q: 18 clusters Score -1.042868e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 219613 members 
Mstep: Class 5 contains 69491 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4506 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 67252 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 260914 members 
Mstep: Class 13 contains 54449 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 146725 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 34308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286824.000000 Penalty: 57676.941406
Iteration 95Q: 18 clusters Score -1.042868e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 219310 members 
Mstep: Class 5 contains 70176 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 67169 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 260461 members 
Mstep: Class 13 contains 54294 members 
Mstep: Class 14 contains 4855 members 
Mstep: Class 15 contains 147358 members 
Mstep: Class 16 contains 4186 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 34006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287136.000000 Penalty: 57676.941406
Iteration 96Q: 18 clusters Score -1.042871e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 219017 members 
Mstep: Class 5 contains 70800 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4504 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 67079 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 260026 members 
Mstep: Class 13 contains 54142 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 147980 members 
Mstep: Class 16 contains 4186 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 33750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287424.000000 Penalty: 57676.941406
Iteration 97Q: 18 clusters Score -1.042874e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 218760 members 
Mstep: Class 5 contains 71449 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 66995 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 259578 members 
Mstep: Class 13 contains 54010 members 
Mstep: Class 14 contains 4817 members 
Mstep: Class 15 contains 148536 members 
Mstep: Class 16 contains 4186 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 33483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287552.000000 Penalty: 57676.941406
Iteration 98Q: 18 clusters Score -1.042876e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 218509 members 
Mstep: Class 5 contains 72083 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4504 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 66925 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 259118 members 
Mstep: Class 13 contains 53859 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 149111 members 
Mstep: Class 16 contains 4187 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 33224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287472.000000 Penalty: 57676.941406
Iteration 99Q: 18 clusters Score -1.042875e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 218215 members 
Mstep: Class 5 contains 72772 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 66832 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 258656 members 
Mstep: Class 13 contains 53706 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 149684 members 
Mstep: Class 16 contains 4188 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 32977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287512.000000 Penalty: 57676.941406
Iteration 100F: 18 clusters Score -1.042875e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 217930 members 
Mstep: Class 5 contains 73445 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4503 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 66749 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 258186 members 
Mstep: Class 13 contains 53570 members 
Mstep: Class 14 contains 4764 members 
Mstep: Class 15 contains 150262 members 
Mstep: Class 16 contains 4188 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 32722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287456.000000 Penalty: 57676.941406
Iteration 101Q: 18 clusters Score -1.042875e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 217604 members 
Mstep: Class 5 contains 74123 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4503 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 66667 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 257747 members 
Mstep: Class 13 contains 53419 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 150877 members 
Mstep: Class 16 contains 4189 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 32450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287368.000000 Penalty: 57676.941406
Iteration 102Q: 18 clusters Score -1.042874e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 217291 members 
Mstep: Class 5 contains 74805 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4504 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 66572 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 257272 members 
Mstep: Class 13 contains 53286 members 
Mstep: Class 14 contains 4713 members 
Mstep: Class 15 contains 151498 members 
Mstep: Class 16 contains 4190 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 32188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287600.000000 Penalty: 57676.941406
Iteration 103Q: 18 clusters Score -1.042876e+08 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 216979 members 
Mstep: Class 5 contains 75459 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 66479 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 256801 members 
Mstep: Class 13 contains 53141 members 
Mstep: Class 14 contains 4695 members 
Mstep: Class 15 contains 152146 members 
Mstep: Class 16 contains 4193 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 31921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288024.000000 Penalty: 57676.941406
Iteration 104Q: 18 clusters Score -1.04288e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 216720 members 
Mstep: Class 5 contains 76128 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4501 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 66369 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 256313 members 
Mstep: Class 13 contains 52993 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 152765 members 
Mstep: Class 16 contains 4193 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 31655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288104.000000 Penalty: 57676.941406
Iteration 105Q: 18 clusters Score -1.042881e+08 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 216513 members 
Mstep: Class 5 contains 76783 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4498 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 66266 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 255861 members 
Mstep: Class 13 contains 52845 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 153293 members 
Mstep: Class 16 contains 4194 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 31404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288144.000000 Penalty: 57676.941406
Iteration 106Q: 18 clusters Score -1.042881e+08 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 216301 members 
Mstep: Class 5 contains 77402 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4498 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 66155 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 255399 members 
Mstep: Class 13 contains 52732 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 153848 members 
Mstep: Class 16 contains 4193 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 31152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288272.000000 Penalty: 57676.941406
Iteration 107Q: 18 clusters Score -1.042883e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 216086 members 
Mstep: Class 5 contains 78049 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4501 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 66042 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 254893 members 
Mstep: Class 13 contains 52619 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 154433 members 
Mstep: Class 16 contains 4194 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 30875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288344.000000 Penalty: 57676.941406
Iteration 108Q: 18 clusters Score -1.042883e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 215896 members 
Mstep: Class 5 contains 78661 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4504 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 65915 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 254416 members 
Mstep: Class 13 contains 52494 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 155057 members 
Mstep: Class 16 contains 4194 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 30574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288184.000000 Penalty: 57676.941406
Iteration 109Q: 18 clusters Score -1.042882e+08 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 215648 members 
Mstep: Class 5 contains 79296 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 65820 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 253962 members 
Mstep: Class 13 contains 52368 members 
Mstep: Class 14 contains 4585 members 
Mstep: Class 15 contains 155687 members 
Mstep: Class 16 contains 4195 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 30251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288696.000000 Penalty: 57676.941406
Iteration 110Q: 18 clusters Score -1.042887e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 215396 members 
Mstep: Class 5 contains 79940 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 65716 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 253533 members 
Mstep: Class 13 contains 52262 members 
Mstep: Class 14 contains 4559 members 
Mstep: Class 15 contains 156257 members 
Mstep: Class 16 contains 4194 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 29956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288896.000000 Penalty: 57676.941406
Iteration 111Q: 18 clusters Score -1.042889e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 215107 members 
Mstep: Class 5 contains 80583 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4510 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 65622 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 253132 members 
Mstep: Class 13 contains 52158 members 
Mstep: Class 14 contains 4530 members 
Mstep: Class 15 contains 156820 members 
Mstep: Class 16 contains 4192 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 29663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289024.000000 Penalty: 57676.941406
Iteration 112Q: 18 clusters Score -1.04289e+08 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 214815 members 
Mstep: Class 5 contains 81231 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4509 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 65543 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 252696 members 
Mstep: Class 13 contains 52080 members 
Mstep: Class 14 contains 4502 members 
Mstep: Class 15 contains 157383 members 
Mstep: Class 16 contains 4188 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 29368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288992.000000 Penalty: 57676.941406
Iteration 113Q: 18 clusters Score -1.04289e+08 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 214491 members 
Mstep: Class 5 contains 81899 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4512 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 65482 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 252278 members 
Mstep: Class 13 contains 51994 members 
Mstep: Class 14 contains 4471 members 
Mstep: Class 15 contains 157955 members 
Mstep: Class 16 contains 4189 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 29044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289168.000000 Penalty: 57676.941406
Iteration 114Q: 18 clusters Score -1.042892e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 214196 members 
Mstep: Class 5 contains 82646 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4509 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 65414 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 251813 members 
Mstep: Class 13 contains 51860 members 
Mstep: Class 14 contains 4437 members 
Mstep: Class 15 contains 158507 members 
Mstep: Class 16 contains 4189 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 28744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289176.000000 Penalty: 57676.941406
Iteration 115Q: 18 clusters Score -1.042892e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 213961 members 
Mstep: Class 5 contains 83394 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4509 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 65356 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 251349 members 
Mstep: Class 13 contains 51734 members 
Mstep: Class 14 contains 4410 members 
Mstep: Class 15 contains 158970 members 
Mstep: Class 16 contains 4187 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 28445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289144.000000 Penalty: 57676.941406
Iteration 116Q: 18 clusters Score -1.042891e+08 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 213775 members 
Mstep: Class 5 contains 84171 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 65318 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 250820 members 
Mstep: Class 13 contains 51620 members 
Mstep: Class 14 contains 4376 members 
Mstep: Class 15 contains 159374 members 
Mstep: Class 16 contains 4188 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 28168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289480.000000 Penalty: 57676.941406
Iteration 117Q: 18 clusters Score -1.042895e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 213627 members 
Mstep: Class 5 contains 84894 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4502 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 65264 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 250333 members 
Mstep: Class 13 contains 51502 members 
Mstep: Class 14 contains 4347 members 
Mstep: Class 15 contains 159752 members 
Mstep: Class 16 contains 4188 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 27906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289744.000000 Penalty: 57676.941406
Iteration 118Q: 18 clusters Score -1.042897e+08 nChanged 1956
Entering ConstructFrom: 
Score: -104289744.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -51841.394531 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -51841.39 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 280 members 
Entering Unmasked Estep 
Score: -50321.132812 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -50321.13 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50513.402344 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -50513.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50563.789062 Penalty: 3093.239258
	Iteration 2Q: 3 clusters Score -50563.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50606.148438 Penalty: 3093.239258
	Iteration 3Q: 3 clusters Score -50606.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50619.433594 Penalty: 3093.239258
	Iteration 4Q: 3 clusters Score -50619.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50635.285156 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -50635.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50646.726562 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -50646.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50646.726562 Penalty: 3093.239258
	Iteration 7F: 3 clusters Score -50646.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -47277.355469 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -47277.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45792.539062 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -45792.54 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46026.640625 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -46026.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46079.734375 Penalty: 3109.471680
	Iteration 2Q: 3 clusters Score -46079.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46095.195312 Penalty: 3109.471680
	Iteration 3Q: 3 clusters Score -46095.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46103.945312 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -46103.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46110.570312 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -46110.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46114.195312 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -46114.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46133.515625 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -46133.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46152.101562 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -46152.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46193.796875 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -46193.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46267.816406 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -46267.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46408.703125 Penalty: 3109.471680
	Iteration 11F: 3 clusters Score -46408.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46534.628906 Penalty: 3109.471680
	Iteration 12F: 3 clusters Score -46534.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46746.996094 Penalty: 3109.471680
	Iteration 13F: 3 clusters Score -46747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -46921.000000 Penalty: 3109.471680
	Iteration 14F: 3 clusters Score -46921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47007.984375 Penalty: 3109.471680
	Iteration 15Q: 3 clusters Score -47007.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -47136.511719 Penalty: 3109.471680
	Iteration 16Q: 3 clusters Score -47136.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -47164.011719 Penalty: 3109.471680
	Iteration 17Q: 3 clusters Score -47164.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -47169.773438 Penalty: 3109.471680
	Iteration 18Q: 3 clusters Score -47169.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -47175.644531 Penalty: 3109.471680
	Iteration 19Q: 3 clusters Score -47175.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47187.984375 Penalty: 3109.471680
	Iteration 20F: 3 clusters Score -47187.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47208.593750 Penalty: 3109.471680
	Iteration 21Q: 3 clusters Score -47208.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47212.921875 Penalty: 3109.471680
	Iteration 22Q: 3 clusters Score -47212.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47212.921875 Penalty: 3109.471680
	Iteration 23F: 3 clusters Score -47212.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Entering Unmasked Estep 
Score: -213641.218750 Penalty: 1888.838257
	Iteration 0F: 2 clusters Score -213641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -211038.203125 Penalty: 3777.676514
	Iteration 0F: 3 clusters Score -211038.2 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -211702.171875 Penalty: 3777.676514
	Iteration 1F: 3 clusters Score -211702.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -212203.484375 Penalty: 3777.676514
	Iteration 2F: 3 clusters Score -212203.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -212824.000000 Penalty: 3777.676514
	Iteration 3F: 3 clusters Score -212824 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -213201.468750 Penalty: 3777.676514
	Iteration 4F: 3 clusters Score -213201.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -213366.468750 Penalty: 3777.676514
	Iteration 5F: 3 clusters Score -213366.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -213444.234375 Penalty: 3777.676514
	Iteration 6Q: 3 clusters Score -213444.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -213506.203125 Penalty: 3777.676514
	Iteration 7Q: 3 clusters Score -213506.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -213541.812500 Penalty: 3777.676514
	Iteration 8Q: 3 clusters Score -213541.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -213554.718750 Penalty: 3777.676514
	Iteration 9Q: 3 clusters Score -213554.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -213558.046875 Penalty: 3777.676514
	Iteration 10Q: 3 clusters Score -213558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -213561.765625 Penalty: 3777.676514
	Iteration 11Q: 3 clusters Score -213561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -213563.843750 Penalty: 3777.676514
	Iteration 12Q: 3 clusters Score -213563.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -213563.843750 Penalty: 3777.676514
	Iteration 13F: 3 clusters Score -213563.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (213485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213485 members 
Entering Unmasked Estep 
Score: -25974618.000000 Penalty: 3043.287842
	Iteration 0F: 2 clusters Score -2.597462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106959 members 
Mstep: Class 2 contains 106526 members 
Entering Unmasked Estep 
Score: -25838116.000000 Penalty: 6086.575684
	Iteration 0F: 3 clusters Score -2.583812e+07 nChanged 102596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111297 members 
Mstep: Class 2 contains 102188 members 
Entering Unmasked Estep 
Score: -25898304.000000 Penalty: 6086.575684
	Iteration 1F: 3 clusters Score -2.58983e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113854 members 
Mstep: Class 2 contains 99631 members 
Entering Unmasked Estep 
Score: -25899692.000000 Penalty: 6086.575684
	Iteration 2Q: 3 clusters Score -2.589969e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117797 members 
Mstep: Class 2 contains 95688 members 
Entering Unmasked Estep 
Score: -25901166.000000 Penalty: 6086.575684
	Iteration 3Q: 3 clusters Score -2.590117e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123661 members 
Mstep: Class 2 contains 89824 members 
Entering Unmasked Estep 
Score: -25904020.000000 Penalty: 6086.575684
	Iteration 4Q: 3 clusters Score -2.590402e+07 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132112 members 
Mstep: Class 2 contains 81373 members 
Entering Unmasked Estep 
Score: -25908432.000000 Penalty: 6086.575684
	Iteration 5Q: 3 clusters Score -2.590843e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143836 members 
Mstep: Class 2 contains 69649 members 
Entering Unmasked Estep 
Score: -25916464.000000 Penalty: 6086.575684
	Iteration 6F: 3 clusters Score -2.591646e+07 nChanged 15132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158510 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -25928486.000000 Penalty: 6086.575684
	Iteration 7F: 3 clusters Score -2.592849e+07 nChanged 15491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173477 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -25941542.000000 Penalty: 6086.575684
	Iteration 8F: 3 clusters Score -2.594154e+07 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185198 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -25952146.000000 Penalty: 6086.575684
	Iteration 9F: 3 clusters Score -2.595215e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193068 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -25958900.000000 Penalty: 6086.575684
	Iteration 10Q: 3 clusters Score -2.59589e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198425 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -25963478.000000 Penalty: 6086.575684
	Iteration 11Q: 3 clusters Score -2.596348e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202137 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -25966534.000000 Penalty: 6086.575684
	Iteration 12Q: 3 clusters Score -2.596653e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204754 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -25968342.000000 Penalty: 6086.575684
	Iteration 13Q: 3 clusters Score -2.596834e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206663 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -25969762.000000 Penalty: 6086.575684
	Iteration 14Q: 3 clusters Score -2.596976e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207990 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -25970856.000000 Penalty: 6086.575684
	Iteration 15Q: 3 clusters Score -2.597086e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208964 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -25971436.000000 Penalty: 6086.575684
	Iteration 16Q: 3 clusters Score -2.597144e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209618 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -25971844.000000 Penalty: 6086.575684
	Iteration 17Q: 3 clusters Score -2.597184e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210098 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -25972162.000000 Penalty: 6086.575684
	Iteration 18Q: 3 clusters Score -2.597216e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210390 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -25972498.000000 Penalty: 6086.575684
	Iteration 19Q: 3 clusters Score -2.59725e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210637 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -25972628.000000 Penalty: 6086.575684
	Iteration 20F: 3 clusters Score -2.597263e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210815 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -25972784.000000 Penalty: 6086.575684
	Iteration 21Q: 3 clusters Score -2.597278e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210922 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -25972884.000000 Penalty: 6086.575684
	Iteration 22Q: 3 clusters Score -2.597288e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211001 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -25972946.000000 Penalty: 6086.575684
	Iteration 23Q: 3 clusters Score -2.597295e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211051 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -25972960.000000 Penalty: 6086.575684
	Iteration 24Q: 3 clusters Score -2.597296e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211106 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -25973040.000000 Penalty: 6086.575684
	Iteration 25Q: 3 clusters Score -2.597304e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211118 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -25973044.000000 Penalty: 6086.575684
	Iteration 26Q: 3 clusters Score -2.597304e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211127 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -25973048.000000 Penalty: 6086.575684
	Iteration 27Q: 3 clusters Score -2.597305e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211143 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -25973052.000000 Penalty: 6086.575684
	Iteration 28Q: 3 clusters Score -2.597305e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211155 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -25973078.000000 Penalty: 6086.575684
	Iteration 29Q: 3 clusters Score -2.597308e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211157 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -25973088.000000 Penalty: 6086.575684
	Iteration 30Q: 3 clusters Score -2.597309e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211164 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -25973110.000000 Penalty: 6086.575684
	Iteration 31Q: 3 clusters Score -2.597311e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211164 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -25973122.000000 Penalty: 6086.575684
	Iteration 32Q: 3 clusters Score -2.597312e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211161 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -25973144.000000 Penalty: 6086.575684
	Iteration 33Q: 3 clusters Score -2.597314e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211168 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -25973168.000000 Penalty: 6086.575684
	Iteration 34Q: 3 clusters Score -2.597317e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211165 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -25973154.000000 Penalty: 6086.575684
	Iteration 35Q: 3 clusters Score -2.597315e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211170 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -25973172.000000 Penalty: 6086.575684
	Iteration 36Q: 3 clusters Score -2.597317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211167 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -25973166.000000 Penalty: 6086.575684
	Iteration 37Q: 3 clusters Score -2.597317e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211168 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -25973178.000000 Penalty: 6086.575684
	Iteration 38Q: 3 clusters Score -2.597318e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211168 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -25973202.000000 Penalty: 6086.575684
	Iteration 39Q: 3 clusters Score -2.59732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211165 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -25973198.000000 Penalty: 6086.575684
	Iteration 40F: 3 clusters Score -2.59732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211162 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -25973200.000000 Penalty: 6086.575684
	Iteration 41Q: 3 clusters Score -2.59732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211161 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -25973212.000000 Penalty: 6086.575684
	Iteration 42Q: 3 clusters Score -2.597321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211156 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -25973214.000000 Penalty: 6086.575684
	Iteration 43Q: 3 clusters Score -2.597321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211152 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -25973232.000000 Penalty: 6086.575684
	Iteration 44Q: 3 clusters Score -2.597323e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211151 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -25973250.000000 Penalty: 6086.575684
	Iteration 45Q: 3 clusters Score -2.597325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211142 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -25973224.000000 Penalty: 6086.575684
	Iteration 46Q: 3 clusters Score -2.597322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211139 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -25973222.000000 Penalty: 6086.575684
	Iteration 47Q: 3 clusters Score -2.597322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211135 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -25973240.000000 Penalty: 6086.575684
	Iteration 48Q: 3 clusters Score -2.597324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211135 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -25973234.000000 Penalty: 6086.575684
	Iteration 49Q: 3 clusters Score -2.597323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211132 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -25973250.000000 Penalty: 6086.575684
	Iteration 50Q: 3 clusters Score -2.597325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211131 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -25973238.000000 Penalty: 6086.575684
	Iteration 51Q: 3 clusters Score -2.597324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211132 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -25973246.000000 Penalty: 6086.575684
	Iteration 52Q: 3 clusters Score -2.597325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211132 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -25973246.000000 Penalty: 6086.575684
	Iteration 53Q: 3 clusters Score -2.597325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211133 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -25973254.000000 Penalty: 6086.575684
	Iteration 54Q: 3 clusters Score -2.597325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211133 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -25973268.000000 Penalty: 6086.575684
	Iteration 55Q: 3 clusters Score -2.597327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211133 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -25973258.000000 Penalty: 6086.575684
	Iteration 56Q: 3 clusters Score -2.597326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211133 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -25973258.000000 Penalty: 6086.575684
	Iteration 57F: 3 clusters Score -2.597326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (85668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85668 members 
Entering Unmasked Estep 
Score: -10404432.000000 Penalty: 2816.842041
	Iteration 0F: 2 clusters Score -1.040443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -10346863.000000 Penalty: 5633.684082
	Iteration 0F: 3 clusters Score -1.034686e+07 nChanged 40418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -10369514.000000 Penalty: 5633.684082
	Iteration 1F: 3 clusters Score -1.036951e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 44838 members 
Entering Unmasked Estep 
Score: -10370179.000000 Penalty: 5633.684082
	Iteration 2Q: 3 clusters Score -1.037018e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -10370821.000000 Penalty: 5633.684082
	Iteration 3Q: 3 clusters Score -1.037082e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -10371708.000000 Penalty: 5633.684082
	Iteration 4Q: 3 clusters Score -1.037171e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -10373177.000000 Penalty: 5633.684082
	Iteration 5Q: 3 clusters Score -1.037318e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -10375404.000000 Penalty: 5633.684082
	Iteration 6F: 3 clusters Score -1.03754e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -10378803.000000 Penalty: 5633.684082
	Iteration 7F: 3 clusters Score -1.03788e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -10383618.000000 Penalty: 5633.684082
	Iteration 8F: 3 clusters Score -1.038362e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 69543 members 
Entering Unmasked Estep 
Score: -10389215.000000 Penalty: 5633.684082
	Iteration 9F: 3 clusters Score -1.038922e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -10394426.000000 Penalty: 5633.684082
	Iteration 10F: 3 clusters Score -1.039443e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 76081 members 
Entering Unmasked Estep 
Score: -10398153.000000 Penalty: 5633.684082
	Iteration 11Q: 3 clusters Score -1.039815e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 76773 members 
Entering Unmasked Estep 
Score: -10399984.000000 Penalty: 5633.684082
	Iteration 12Q: 3 clusters Score -1.039998e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
Score: -10400859.000000 Penalty: 5633.684082
	Iteration 13Q: 3 clusters Score -1.040086e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 77302 members 
Entering Unmasked Estep 
Score: -10401187.000000 Penalty: 5633.684082
	Iteration 14Q: 3 clusters Score -1.040119e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 77504 members 
Entering Unmasked Estep 
Score: -10401357.000000 Penalty: 5633.684082
	Iteration 15Q: 3 clusters Score -1.040136e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 77668 members 
Entering Unmasked Estep 
Score: -10401500.000000 Penalty: 5633.684082
	Iteration 16Q: 3 clusters Score -1.04015e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -10401592.000000 Penalty: 5633.684082
	Iteration 17Q: 3 clusters Score -1.040159e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 77954 members 
Entering Unmasked Estep 
Score: -10401695.000000 Penalty: 5633.684082
	Iteration 18Q: 3 clusters Score -1.04017e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 78065 members 
Entering Unmasked Estep 
Score: -10401699.000000 Penalty: 5633.684082
	Iteration 19Q: 3 clusters Score -1.04017e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -10401750.000000 Penalty: 5633.684082
	Iteration 20F: 3 clusters Score -1.040175e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
Score: -10401766.000000 Penalty: 5633.684082
	Iteration 21Q: 3 clusters Score -1.040177e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 78329 members 
Entering Unmasked Estep 
Score: -10401782.000000 Penalty: 5633.684082
	Iteration 22Q: 3 clusters Score -1.040178e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 78407 members 
Entering Unmasked Estep 
Score: -10401788.000000 Penalty: 5633.684082
	Iteration 23Q: 3 clusters Score -1.040179e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -10401795.000000 Penalty: 5633.684082
	Iteration 24Q: 3 clusters Score -1.04018e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 78533 members 
Entering Unmasked Estep 
Score: -10401805.000000 Penalty: 5633.684082
	Iteration 25Q: 3 clusters Score -1.04018e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 78601 members 
Entering Unmasked Estep 
Score: -10401827.000000 Penalty: 5633.684082
	Iteration 26Q: 3 clusters Score -1.040183e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
Score: -10401817.000000 Penalty: 5633.684082
	Iteration 27Q: 3 clusters Score -1.040182e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -10401846.000000 Penalty: 5633.684082
	Iteration 28Q: 3 clusters Score -1.040185e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 78767 members 
Entering Unmasked Estep 
Score: -10401828.000000 Penalty: 5633.684082
	Iteration 29Q: 3 clusters Score -1.040183e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 78811 members 
Entering Unmasked Estep 
Score: -10401826.000000 Penalty: 5633.684082
	Iteration 30Q: 3 clusters Score -1.040183e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -10401824.000000 Penalty: 5633.684082
	Iteration 31Q: 3 clusters Score -1.040182e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 78882 members 
Entering Unmasked Estep 
Score: -10401834.000000 Penalty: 5633.684082
	Iteration 32Q: 3 clusters Score -1.040183e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 78916 members 
Entering Unmasked Estep 
Score: -10401833.000000 Penalty: 5633.684082
	Iteration 33Q: 3 clusters Score -1.040183e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 78953 members 
Entering Unmasked Estep 
Score: -10401839.000000 Penalty: 5633.684082
	Iteration 34Q: 3 clusters Score -1.040184e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 78996 members 
Entering Unmasked Estep 
Score: -10401863.000000 Penalty: 5633.684082
	Iteration 35Q: 3 clusters Score -1.040186e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 79039 members 
Entering Unmasked Estep 
Score: -10401867.000000 Penalty: 5633.684082
	Iteration 36Q: 3 clusters Score -1.040187e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -10401861.000000 Penalty: 5633.684082
	Iteration 37Q: 3 clusters Score -1.040186e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -10401866.000000 Penalty: 5633.684082
	Iteration 38Q: 3 clusters Score -1.040187e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 79132 members 
Entering Unmasked Estep 
Score: -10401883.000000 Penalty: 5633.684082
	Iteration 39Q: 3 clusters Score -1.040188e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -10401885.000000 Penalty: 5633.684082
	Iteration 40F: 3 clusters Score -1.040188e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -10401880.000000 Penalty: 5633.684082
	Iteration 41Q: 3 clusters Score -1.040188e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 79215 members 
Entering Unmasked Estep 
Score: -10401893.000000 Penalty: 5633.684082
	Iteration 42Q: 3 clusters Score -1.040189e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 79247 members 
Entering Unmasked Estep 
Score: -10401895.000000 Penalty: 5633.684082
	Iteration 43Q: 3 clusters Score -1.04019e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -10401895.000000 Penalty: 5633.684082
	Iteration 44Q: 3 clusters Score -1.04019e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 79313 members 
Entering Unmasked Estep 
Score: -10401898.000000 Penalty: 5633.684082
	Iteration 45Q: 3 clusters Score -1.04019e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 79356 members 
Entering Unmasked Estep 
Score: -10401904.000000 Penalty: 5633.684082
	Iteration 46Q: 3 clusters Score -1.04019e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 79391 members 
Entering Unmasked Estep 
Score: -10401909.000000 Penalty: 5633.684082
	Iteration 47Q: 3 clusters Score -1.040191e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 79420 members 
Entering Unmasked Estep 
Score: -10401903.000000 Penalty: 5633.684082
	Iteration 48Q: 3 clusters Score -1.04019e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 79453 members 
Entering Unmasked Estep 
Score: -10401898.000000 Penalty: 5633.684082
	Iteration 49Q: 3 clusters Score -1.04019e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -10401908.000000 Penalty: 5633.684082
	Iteration 50Q: 3 clusters Score -1.040191e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 79534 members 
Entering Unmasked Estep 
Score: -10401914.000000 Penalty: 5633.684082
	Iteration 51Q: 3 clusters Score -1.040191e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -10401915.000000 Penalty: 5633.684082
	Iteration 52Q: 3 clusters Score -1.040192e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 79601 members 
Entering Unmasked Estep 
Score: -10401921.000000 Penalty: 5633.684082
	Iteration 53Q: 3 clusters Score -1.040192e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 79634 members 
Entering Unmasked Estep 
Score: -10401916.000000 Penalty: 5633.684082
	Iteration 54Q: 3 clusters Score -1.040192e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -10401928.000000 Penalty: 5633.684082
	Iteration 55Q: 3 clusters Score -1.040193e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -10401926.000000 Penalty: 5633.684082
	Iteration 56Q: 3 clusters Score -1.040193e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -10401911.000000 Penalty: 5633.684082
	Iteration 57Q: 3 clusters Score -1.040191e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -10401901.000000 Penalty: 5633.684082
	Iteration 58Q: 3 clusters Score -1.04019e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -10401903.000000 Penalty: 5633.684082
	Iteration 59Q: 3 clusters Score -1.04019e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 79824 members 
Entering Unmasked Estep 
Score: -10401906.000000 Penalty: 5633.684082
	Iteration 60F: 3 clusters Score -1.040191e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
Score: -10401907.000000 Penalty: 5633.684082
	Iteration 61Q: 3 clusters Score -1.040191e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 79881 members 
Entering Unmasked Estep 
Score: -10401901.000000 Penalty: 5633.684082
	Iteration 62Q: 3 clusters Score -1.04019e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -10401927.000000 Penalty: 5633.684082
	Iteration 63Q: 3 clusters Score -1.040193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 79923 members 
Entering Unmasked Estep 
Score: -10401914.000000 Penalty: 5633.684082
	Iteration 64Q: 3 clusters Score -1.040191e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 79948 members 
Entering Unmasked Estep 
Score: -10401913.000000 Penalty: 5633.684082
	Iteration 65Q: 3 clusters Score -1.040191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 79967 members 
Entering Unmasked Estep 
Score: -10401925.000000 Penalty: 5633.684082
	Iteration 66Q: 3 clusters Score -1.040192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 79980 members 
Entering Unmasked Estep 
Score: -10401923.000000 Penalty: 5633.684082
	Iteration 67Q: 3 clusters Score -1.040192e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 80000 members 
Entering Unmasked Estep 
Score: -10401922.000000 Penalty: 5633.684082
	Iteration 68Q: 3 clusters Score -1.040192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 80019 members 
Entering Unmasked Estep 
Score: -10401925.000000 Penalty: 5633.684082
	Iteration 69Q: 3 clusters Score -1.040192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 80038 members 
Entering Unmasked Estep 
Score: -10401928.000000 Penalty: 5633.684082
	Iteration 70Q: 3 clusters Score -1.040193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 80058 members 
Entering Unmasked Estep 
Score: -10401943.000000 Penalty: 5633.684082
	Iteration 71Q: 3 clusters Score -1.040194e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 80080 members 
Entering Unmasked Estep 
Score: -10401934.000000 Penalty: 5633.684082
	Iteration 72Q: 3 clusters Score -1.040193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 80100 members 
Entering Unmasked Estep 
Score: -10401949.000000 Penalty: 5633.684082
	Iteration 73Q: 3 clusters Score -1.040195e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 80120 members 
Entering Unmasked Estep 
Score: -10401946.000000 Penalty: 5633.684082
	Iteration 74Q: 3 clusters Score -1.040195e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 80140 members 
Entering Unmasked Estep 
Score: -10401950.000000 Penalty: 5633.684082
	Iteration 75Q: 3 clusters Score -1.040195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 80154 members 
Entering Unmasked Estep 
Score: -10401933.000000 Penalty: 5633.684082
	Iteration 76Q: 3 clusters Score -1.040193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 80166 members 
Entering Unmasked Estep 
Score: -10401943.000000 Penalty: 5633.684082
	Iteration 77Q: 3 clusters Score -1.040194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 80179 members 
Entering Unmasked Estep 
Score: -10401951.000000 Penalty: 5633.684082
	Iteration 78Q: 3 clusters Score -1.040195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 80190 members 
Entering Unmasked Estep 
Score: -10401954.000000 Penalty: 5633.684082
	Iteration 79Q: 3 clusters Score -1.040195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 80197 members 
Entering Unmasked Estep 
Score: -10401960.000000 Penalty: 5633.684082
	Iteration 80F: 3 clusters Score -1.040196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 80203 members 
Entering Unmasked Estep 
Score: -10401955.000000 Penalty: 5633.684082
	Iteration 81Q: 3 clusters Score -1.040196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 80207 members 
Entering Unmasked Estep 
Score: -10401958.000000 Penalty: 5633.684082
	Iteration 82Q: 3 clusters Score -1.040196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -10401953.000000 Penalty: 5633.684082
	Iteration 83Q: 3 clusters Score -1.040195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
Score: -10401950.000000 Penalty: 5633.684082
	Iteration 84Q: 3 clusters Score -1.040195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 80218 members 
Entering Unmasked Estep 
Score: -10401945.000000 Penalty: 5633.684082
	Iteration 85Q: 3 clusters Score -1.040194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 80219 members 
Entering Unmasked Estep 
Score: -10401939.000000 Penalty: 5633.684082
	Iteration 86Q: 3 clusters Score -1.040194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 80219 members 
Entering Unmasked Estep 
Score: -10401939.000000 Penalty: 5633.684082
	Iteration 87F: 3 clusters Score -1.040194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -106038.601562 Penalty: 1723.088379
	Iteration 0F: 2 clusters Score -106038.6 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 528 members 
Entering Unmasked Estep 
Score: -104081.632812 Penalty: 3446.176758
	Iteration 0F: 3 clusters Score -104081.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -104425.632812 Penalty: 3446.176758
	Iteration 1F: 3 clusters Score -104425.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -104546.664062 Penalty: 3446.176758
	Iteration 2F: 3 clusters Score -104546.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -104614.257812 Penalty: 3446.176758
	Iteration 3Q: 3 clusters Score -104614.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -104654.796875 Penalty: 3446.176758
	Iteration 4Q: 3 clusters Score -104654.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -104696.406250 Penalty: 3446.176758
	Iteration 5Q: 3 clusters Score -104696.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -104737.289062 Penalty: 3446.176758
	Iteration 6Q: 3 clusters Score -104737.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -104778.718750 Penalty: 3446.176758
	Iteration 7Q: 3 clusters Score -104778.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -104810.554688 Penalty: 3446.176758
	Iteration 8Q: 3 clusters Score -104810.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -104843.625000 Penalty: 3446.176758
	Iteration 9Q: 3 clusters Score -104843.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -104888.281250 Penalty: 3446.176758
	Iteration 10Q: 3 clusters Score -104888.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -104916.703125 Penalty: 3446.176758
	Iteration 11Q: 3 clusters Score -104916.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -104953.390625 Penalty: 3446.176758
	Iteration 12Q: 3 clusters Score -104953.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -104992.421875 Penalty: 3446.176758
	Iteration 13Q: 3 clusters Score -104992.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -105056.359375 Penalty: 3446.176758
	Iteration 14Q: 3 clusters Score -105056.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -105104.296875 Penalty: 3446.176758
	Iteration 15Q: 3 clusters Score -105104.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -105140.460938 Penalty: 3446.176758
	Iteration 16Q: 3 clusters Score -105140.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -105174.468750 Penalty: 3446.176758
	Iteration 17Q: 3 clusters Score -105174.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -105196.914062 Penalty: 3446.176758
	Iteration 18Q: 3 clusters Score -105196.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -105209.328125 Penalty: 3446.176758
	Iteration 19Q: 3 clusters Score -105209.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -105220.976562 Penalty: 3446.176758
	Iteration 20F: 3 clusters Score -105221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -105239.335938 Penalty: 3446.176758
	Iteration 21Q: 3 clusters Score -105239.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -105252.000000 Penalty: 3446.176758
	Iteration 22Q: 3 clusters Score -105252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -105268.070312 Penalty: 3446.176758
	Iteration 23Q: 3 clusters Score -105268.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -105285.156250 Penalty: 3446.176758
	Iteration 24Q: 3 clusters Score -105285.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -105304.132812 Penalty: 3446.176758
	Iteration 25Q: 3 clusters Score -105304.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -105324.945312 Penalty: 3446.176758
	Iteration 26Q: 3 clusters Score -105324.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -105353.132812 Penalty: 3446.176758
	Iteration 27Q: 3 clusters Score -105353.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -105369.250000 Penalty: 3446.176758
	Iteration 28Q: 3 clusters Score -105369.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -105374.367188 Penalty: 3446.176758
	Iteration 29Q: 3 clusters Score -105374.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -105374.367188 Penalty: 3446.176758
	Iteration 30F: 3 clusters Score -105374.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Entering Unmasked Estep 
Score: -512230.843750 Penalty: 2086.244629
	Iteration 0F: 2 clusters Score -512230.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -508004.843750 Penalty: 4172.489258
	Iteration 0F: 3 clusters Score -508004.8 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -508978.750000 Penalty: 4172.489258
	Iteration 1F: 3 clusters Score -508978.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -509150.531250 Penalty: 4172.489258
	Iteration 2F: 3 clusters Score -509150.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -509261.562500 Penalty: 4172.489258
	Iteration 3Q: 3 clusters Score -509261.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -509334.843750 Penalty: 4172.489258
	Iteration 4Q: 3 clusters Score -509334.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -509384.000000 Penalty: 4172.489258
	Iteration 5Q: 3 clusters Score -509384 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -509420.468750 Penalty: 4172.489258
	Iteration 6Q: 3 clusters Score -509420.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -509450.531250 Penalty: 4172.489258
	Iteration 7Q: 3 clusters Score -509450.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -509477.750000 Penalty: 4172.489258
	Iteration 8Q: 3 clusters Score -509477.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -509503.312500 Penalty: 4172.489258
	Iteration 9Q: 3 clusters Score -509503.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -509521.875000 Penalty: 4172.489258
	Iteration 10Q: 3 clusters Score -509521.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -509543.656250 Penalty: 4172.489258
	Iteration 11Q: 3 clusters Score -509543.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -509571.875000 Penalty: 4172.489258
	Iteration 12Q: 3 clusters Score -509571.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -509606.875000 Penalty: 4172.489258
	Iteration 13Q: 3 clusters Score -509606.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -509645.843750 Penalty: 4172.489258
	Iteration 14Q: 3 clusters Score -509645.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -509688.343750 Penalty: 4172.489258
	Iteration 15Q: 3 clusters Score -509688.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -509728.406250 Penalty: 4172.489258
	Iteration 16Q: 3 clusters Score -509728.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -509773.875000 Penalty: 4172.489258
	Iteration 17Q: 3 clusters Score -509773.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -509816.406250 Penalty: 4172.489258
	Iteration 18Q: 3 clusters Score -509816.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -509854.312500 Penalty: 4172.489258
	Iteration 19Q: 3 clusters Score -509854.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -509890.250000 Penalty: 4172.489258
	Iteration 20F: 3 clusters Score -509890.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -509923.750000 Penalty: 4172.489258
	Iteration 21Q: 3 clusters Score -509923.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -509963.468750 Penalty: 4172.489258
	Iteration 22Q: 3 clusters Score -509963.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -510008.031250 Penalty: 4172.489258
	Iteration 23Q: 3 clusters Score -510008 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -510057.312500 Penalty: 4172.489258
	Iteration 24Q: 3 clusters Score -510057.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -510097.281250 Penalty: 4172.489258
	Iteration 25Q: 3 clusters Score -510097.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -510143.656250 Penalty: 4172.489258
	Iteration 26Q: 3 clusters Score -510143.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -510195.312500 Penalty: 4172.489258
	Iteration 27Q: 3 clusters Score -510195.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -510239.062500 Penalty: 4172.489258
	Iteration 28Q: 3 clusters Score -510239.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -510268.062500 Penalty: 4172.489258
	Iteration 29Q: 3 clusters Score -510268.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -510299.000000 Penalty: 4172.489258
	Iteration 30Q: 3 clusters Score -510299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -510327.156250 Penalty: 4172.489258
	Iteration 31Q: 3 clusters Score -510327.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -510349.406250 Penalty: 4172.489258
	Iteration 32Q: 3 clusters Score -510349.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -510369.750000 Penalty: 4172.489258
	Iteration 33Q: 3 clusters Score -510369.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -510379.125000 Penalty: 4172.489258
	Iteration 34Q: 3 clusters Score -510379.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -510389.562500 Penalty: 4172.489258
	Iteration 35Q: 3 clusters Score -510389.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -510392.625000 Penalty: 4172.489258
	Iteration 36Q: 3 clusters Score -510392.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -510394.812500 Penalty: 4172.489258
	Iteration 37Q: 3 clusters Score -510394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -510397.093750 Penalty: 4172.489258
	Iteration 38Q: 3 clusters Score -510397.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -510398.468750 Penalty: 4172.489258
	Iteration 39Q: 3 clusters Score -510398.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -510398.187500 Penalty: 4172.489258
	Iteration 40F: 3 clusters Score -510398.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -288883.062500 Penalty: 1956.120850
	Iteration 0F: 2 clusters Score -288883.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -285850.968750 Penalty: 3912.241699
	Iteration 0F: 3 clusters Score -285851 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -286462.281250 Penalty: 3912.241699
	Iteration 1F: 3 clusters Score -286462.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -286620.468750 Penalty: 3912.241699
	Iteration 2F: 3 clusters Score -286620.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -286706.031250 Penalty: 3912.241699
	Iteration 3Q: 3 clusters Score -286706 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -286766.656250 Penalty: 3912.241699
	Iteration 4Q: 3 clusters Score -286766.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -286821.093750 Penalty: 3912.241699
	Iteration 5Q: 3 clusters Score -286821.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -286864.250000 Penalty: 3912.241699
	Iteration 6Q: 3 clusters Score -286864.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -286905.968750 Penalty: 3912.241699
	Iteration 7Q: 3 clusters Score -286906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -286936.187500 Penalty: 3912.241699
	Iteration 8Q: 3 clusters Score -286936.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -286966.031250 Penalty: 3912.241699
	Iteration 9Q: 3 clusters Score -286966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -286981.500000 Penalty: 3912.241699
	Iteration 10Q: 3 clusters Score -286981.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -286990.031250 Penalty: 3912.241699
	Iteration 11Q: 3 clusters Score -286990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -286996.062500 Penalty: 3912.241699
	Iteration 12Q: 3 clusters Score -286996.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -286999.937500 Penalty: 3912.241699
	Iteration 13Q: 3 clusters Score -286999.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -287006.937500 Penalty: 3912.241699
	Iteration 14Q: 3 clusters Score -287006.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -287010.375000 Penalty: 3912.241699
	Iteration 15Q: 3 clusters Score -287010.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -287014.000000 Penalty: 3912.241699
	Iteration 16Q: 3 clusters Score -287014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -287020.937500 Penalty: 3912.241699
	Iteration 17Q: 3 clusters Score -287020.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -287028.187500 Penalty: 3912.241699
	Iteration 18Q: 3 clusters Score -287028.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -287034.187500 Penalty: 3912.241699
	Iteration 19Q: 3 clusters Score -287034.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -287040.406250 Penalty: 3912.241699
	Iteration 20F: 3 clusters Score -287040.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -287047.531250 Penalty: 3912.241699
	Iteration 21Q: 3 clusters Score -287047.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -287053.718750 Penalty: 3912.241699
	Iteration 22Q: 3 clusters Score -287053.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -287059.906250 Penalty: 3912.241699
	Iteration 23Q: 3 clusters Score -287059.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -287069.406250 Penalty: 3912.241699
	Iteration 24Q: 3 clusters Score -287069.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -287078.968750 Penalty: 3912.241699
	Iteration 25Q: 3 clusters Score -287079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -287087.218750 Penalty: 3912.241699
	Iteration 26Q: 3 clusters Score -287087.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -287094.812500 Penalty: 3912.241699
	Iteration 27Q: 3 clusters Score -287094.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -287106.937500 Penalty: 3912.241699
	Iteration 28Q: 3 clusters Score -287106.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -287116.843750 Penalty: 3912.241699
	Iteration 29Q: 3 clusters Score -287116.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -287125.968750 Penalty: 3912.241699
	Iteration 30Q: 3 clusters Score -287126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -287131.687500 Penalty: 3912.241699
	Iteration 31Q: 3 clusters Score -287131.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -287133.906250 Penalty: 3912.241699
	Iteration 32Q: 3 clusters Score -287133.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -287136.187500 Penalty: 3912.241699
	Iteration 33Q: 3 clusters Score -287136.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -287136.343750 Penalty: 3912.241699
	Iteration 34Q: 3 clusters Score -287136.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -287137.562500 Penalty: 3912.241699
	Iteration 35Q: 3 clusters Score -287137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -287138.843750 Penalty: 3912.241699
	Iteration 36Q: 3 clusters Score -287138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -287139.500000 Penalty: 3912.241699
	Iteration 37Q: 3 clusters Score -287139.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -287141.093750 Penalty: 3912.241699
	Iteration 38Q: 3 clusters Score -287141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -287142.187500 Penalty: 3912.241699
	Iteration 39Q: 3 clusters Score -287142.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -287142.500000 Penalty: 3912.241699
	Iteration 40F: 3 clusters Score -287142.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -287144.281250 Penalty: 3912.241699
	Iteration 41Q: 3 clusters Score -287144.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -287143.968750 Penalty: 3912.241699
	Iteration 42Q: 3 clusters Score -287144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -287143.968750 Penalty: 3912.241699
	Iteration 43F: 3 clusters Score -287144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (65225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65225 members 
Entering Unmasked Estep 
Score: -8002403.000000 Penalty: 2749.228271
	Iteration 0F: 2 clusters Score -8002403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -7958471.500000 Penalty: 5498.456543
	Iteration 0F: 3 clusters Score -7958472 nChanged 30625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -7975845.000000 Penalty: 5498.456543
	Iteration 1F: 3 clusters Score -7975845 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -7976437.500000 Penalty: 5498.456543
	Iteration 2Q: 3 clusters Score -7976438 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -7977177.500000 Penalty: 5498.456543
	Iteration 3Q: 3 clusters Score -7977178 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -7978197.000000 Penalty: 5498.456543
	Iteration 4Q: 3 clusters Score -7978197 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -7979953.500000 Penalty: 5498.456543
	Iteration 5Q: 3 clusters Score -7979954 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -7982986.000000 Penalty: 5498.456543
	Iteration 6F: 3 clusters Score -7982986 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -7987205.000000 Penalty: 5498.456543
	Iteration 7F: 3 clusters Score -7987205 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -7991937.500000 Penalty: 5498.456543
	Iteration 8F: 3 clusters Score -7991938 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 60179 members 
Entering Unmasked Estep 
Score: -7995736.500000 Penalty: 5498.456543
	Iteration 9F: 3 clusters Score -7995736 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
Score: -7997970.500000 Penalty: 5498.456543
	Iteration 10Q: 3 clusters Score -7997970 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 63847 members 
Entering Unmasked Estep 
Score: -7999006.000000 Penalty: 5498.456543
	Iteration 11Q: 3 clusters Score -7999006 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -7999438.000000 Penalty: 5498.456543
	Iteration 12Q: 3 clusters Score -7999438 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -7999670.000000 Penalty: 5498.456543
	Iteration 13Q: 3 clusters Score -7999670 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 64673 members 
Entering Unmasked Estep 
Score: -7999779.000000 Penalty: 5498.456543
	Iteration 14Q: 3 clusters Score -7999779 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 64728 members 
Entering Unmasked Estep 
Score: -7999857.000000 Penalty: 5498.456543
	Iteration 15Q: 3 clusters Score -7999857 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -7999929.500000 Penalty: 5498.456543
	Iteration 16Q: 3 clusters Score -7999930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -7999955.500000 Penalty: 5498.456543
	Iteration 17Q: 3 clusters Score -7999956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -7999976.500000 Penalty: 5498.456543
	Iteration 18Q: 3 clusters Score -7999976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -7999990.000000 Penalty: 5498.456543
	Iteration 19Q: 3 clusters Score -7999990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -7999997.500000 Penalty: 5498.456543
	Iteration 20F: 3 clusters Score -7999998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
Score: -8000009.500000 Penalty: 5498.456543
	Iteration 21Q: 3 clusters Score -8000010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -8000013.000000 Penalty: 5498.456543
	Iteration 22Q: 3 clusters Score -8000013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 64818 members 
Entering Unmasked Estep 
Score: -8000028.000000 Penalty: 5498.456543
	Iteration 23Q: 3 clusters Score -8000028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -8000033.500000 Penalty: 5498.456543
	Iteration 24Q: 3 clusters Score -8000034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -8000033.500000 Penalty: 5498.456543
	Iteration 25Q: 3 clusters Score -8000034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 64824 members 
Entering Unmasked Estep 
Score: -8000040.000000 Penalty: 5498.456543
	Iteration 26Q: 3 clusters Score -8000040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 64824 members 
Entering Unmasked Estep 
Score: -8000040.000000 Penalty: 5498.456543
	Iteration 27F: 3 clusters Score -8000040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26979.568359 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26979.57 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 162 members 
Entering Unmasked Estep 
Score: -25750.697266 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25750.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25893.222656 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -25893.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25945.445312 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -25945.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26001.287109 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -26001.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26015.617188 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -26015.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26015.617188 Penalty: 2838.898193
	Iteration 5F: 3 clusters Score -26015.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (249830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249830 members 
Entering Unmasked Estep 
Score: -30289326.000000 Penalty: 3082.277100
	Iteration 0F: 2 clusters Score -3.028933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125445 members 
Mstep: Class 2 contains 124385 members 
Entering Unmasked Estep 
Score: -30134202.000000 Penalty: 6164.554199
	Iteration 0F: 3 clusters Score -3.01342e+07 nChanged 120753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134244 members 
Mstep: Class 2 contains 115586 members 
Entering Unmasked Estep 
Score: -30207794.000000 Penalty: 6164.554199
	Iteration 1F: 3 clusters Score -3.020779e+07 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139604 members 
Mstep: Class 2 contains 110226 members 
Entering Unmasked Estep 
Score: -30211540.000000 Penalty: 6164.554199
	Iteration 2Q: 3 clusters Score -3.021154e+07 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147888 members 
Mstep: Class 2 contains 101942 members 
Entering Unmasked Estep 
Score: -30218010.000000 Penalty: 6164.554199
	Iteration 3F: 3 clusters Score -3.021801e+07 nChanged 16386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160038 members 
Mstep: Class 2 contains 89792 members 
Entering Unmasked Estep 
Score: -30228530.000000 Penalty: 6164.554199
	Iteration 4F: 3 clusters Score -3.022853e+07 nChanged 19325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175237 members 
Mstep: Class 2 contains 74593 members 
Entering Unmasked Estep 
Score: -30243652.000000 Penalty: 6164.554199
	Iteration 5F: 3 clusters Score -3.024365e+07 nChanged 18520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189863 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -30259788.000000 Penalty: 6164.554199
	Iteration 6F: 3 clusters Score -3.025979e+07 nChanged 14631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200326 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -30271238.000000 Penalty: 6164.554199
	Iteration 7F: 3 clusters Score -3.027124e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206910 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -30276916.000000 Penalty: 6164.554199
	Iteration 8Q: 3 clusters Score -3.027692e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211596 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -30279264.000000 Penalty: 6164.554199
	Iteration 9Q: 3 clusters Score -3.027926e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215546 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -30280366.000000 Penalty: 6164.554199
	Iteration 10Q: 3 clusters Score -3.028037e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218949 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -30281206.000000 Penalty: 6164.554199
	Iteration 11Q: 3 clusters Score -3.028121e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222090 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -30281864.000000 Penalty: 6164.554199
	Iteration 12Q: 3 clusters Score -3.028186e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224930 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -30282474.000000 Penalty: 6164.554199
	Iteration 13Q: 3 clusters Score -3.028247e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227543 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -30283186.000000 Penalty: 6164.554199
	Iteration 14Q: 3 clusters Score -3.028319e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229917 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -30283756.000000 Penalty: 6164.554199
	Iteration 15Q: 3 clusters Score -3.028376e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232087 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -30284414.000000 Penalty: 6164.554199
	Iteration 16Q: 3 clusters Score -3.028441e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234074 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -30284992.000000 Penalty: 6164.554199
	Iteration 17Q: 3 clusters Score -3.028499e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235815 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -30285334.000000 Penalty: 6164.554199
	Iteration 18Q: 3 clusters Score -3.028533e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237369 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -30285686.000000 Penalty: 6164.554199
	Iteration 19Q: 3 clusters Score -3.028569e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238713 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -30286166.000000 Penalty: 6164.554199
	Iteration 20F: 3 clusters Score -3.028617e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239883 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -30286372.000000 Penalty: 6164.554199
	Iteration 21Q: 3 clusters Score -3.028637e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240878 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -30286582.000000 Penalty: 6164.554199
	Iteration 22Q: 3 clusters Score -3.028658e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241761 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -30286850.000000 Penalty: 6164.554199
	Iteration 23Q: 3 clusters Score -3.028685e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242500 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -30287030.000000 Penalty: 6164.554199
	Iteration 24Q: 3 clusters Score -3.028703e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243168 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -30287150.000000 Penalty: 6164.554199
	Iteration 25Q: 3 clusters Score -3.028715e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243738 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -30287288.000000 Penalty: 6164.554199
	Iteration 26Q: 3 clusters Score -3.028729e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244207 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -30287346.000000 Penalty: 6164.554199
	Iteration 27Q: 3 clusters Score -3.028735e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244591 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -30287390.000000 Penalty: 6164.554199
	Iteration 28Q: 3 clusters Score -3.028739e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244884 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -30287382.000000 Penalty: 6164.554199
	Iteration 29Q: 3 clusters Score -3.028738e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245129 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -30287298.000000 Penalty: 6164.554199
	Iteration 30Q: 3 clusters Score -3.02873e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245340 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -30287312.000000 Penalty: 6164.554199
	Iteration 31Q: 3 clusters Score -3.028731e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245525 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -30287356.000000 Penalty: 6164.554199
	Iteration 32Q: 3 clusters Score -3.028736e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245677 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -30287410.000000 Penalty: 6164.554199
	Iteration 33Q: 3 clusters Score -3.028741e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245825 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -30287364.000000 Penalty: 6164.554199
	Iteration 34Q: 3 clusters Score -3.028736e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245946 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -30287302.000000 Penalty: 6164.554199
	Iteration 35Q: 3 clusters Score -3.02873e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246057 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -30287302.000000 Penalty: 6164.554199
	Iteration 36Q: 3 clusters Score -3.02873e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246174 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -30287296.000000 Penalty: 6164.554199
	Iteration 37Q: 3 clusters Score -3.02873e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246282 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -30287262.000000 Penalty: 6164.554199
	Iteration 38Q: 3 clusters Score -3.028726e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246379 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -30287254.000000 Penalty: 6164.554199
	Iteration 39Q: 3 clusters Score -3.028725e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246467 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -30287270.000000 Penalty: 6164.554199
	Iteration 40F: 3 clusters Score -3.028727e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246536 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -30287268.000000 Penalty: 6164.554199
	Iteration 41Q: 3 clusters Score -3.028727e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246596 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -30287298.000000 Penalty: 6164.554199
	Iteration 42Q: 3 clusters Score -3.02873e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246654 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -30287298.000000 Penalty: 6164.554199
	Iteration 43Q: 3 clusters Score -3.02873e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246712 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -30287280.000000 Penalty: 6164.554199
	Iteration 44Q: 3 clusters Score -3.028728e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246761 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -30287278.000000 Penalty: 6164.554199
	Iteration 45Q: 3 clusters Score -3.028728e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246802 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -30287286.000000 Penalty: 6164.554199
	Iteration 46Q: 3 clusters Score -3.028729e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246840 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -30287280.000000 Penalty: 6164.554199
	Iteration 47Q: 3 clusters Score -3.028728e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246885 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -30287270.000000 Penalty: 6164.554199
	Iteration 48Q: 3 clusters Score -3.028727e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246936 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -30287274.000000 Penalty: 6164.554199
	Iteration 49Q: 3 clusters Score -3.028727e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246988 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -30287264.000000 Penalty: 6164.554199
	Iteration 50Q: 3 clusters Score -3.028726e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247029 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -30287252.000000 Penalty: 6164.554199
	Iteration 51Q: 3 clusters Score -3.028725e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247069 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -30287280.000000 Penalty: 6164.554199
	Iteration 52Q: 3 clusters Score -3.028728e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247102 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -30287294.000000 Penalty: 6164.554199
	Iteration 53Q: 3 clusters Score -3.028729e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247134 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -30287266.000000 Penalty: 6164.554199
	Iteration 54Q: 3 clusters Score -3.028727e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247157 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -30287276.000000 Penalty: 6164.554199
	Iteration 55Q: 3 clusters Score -3.028728e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247178 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -30287286.000000 Penalty: 6164.554199
	Iteration 56Q: 3 clusters Score -3.028729e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247200 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -30287268.000000 Penalty: 6164.554199
	Iteration 57Q: 3 clusters Score -3.028727e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247220 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -30287286.000000 Penalty: 6164.554199
	Iteration 58Q: 3 clusters Score -3.028729e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247239 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -30287266.000000 Penalty: 6164.554199
	Iteration 59Q: 3 clusters Score -3.028727e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247262 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -30287280.000000 Penalty: 6164.554199
	Iteration 60F: 3 clusters Score -3.028728e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247285 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -30287288.000000 Penalty: 6164.554199
	Iteration 61Q: 3 clusters Score -3.028729e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247309 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -30287276.000000 Penalty: 6164.554199
	Iteration 62Q: 3 clusters Score -3.028728e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247332 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -30287276.000000 Penalty: 6164.554199
	Iteration 63Q: 3 clusters Score -3.028728e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247351 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -30287258.000000 Penalty: 6164.554199
	Iteration 64Q: 3 clusters Score -3.028726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247371 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -30287274.000000 Penalty: 6164.554199
	Iteration 65Q: 3 clusters Score -3.028727e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247391 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -30287264.000000 Penalty: 6164.554199
	Iteration 66Q: 3 clusters Score -3.028726e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247413 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -30287282.000000 Penalty: 6164.554199
	Iteration 67Q: 3 clusters Score -3.028728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247426 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -30287298.000000 Penalty: 6164.554199
	Iteration 68Q: 3 clusters Score -3.02873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247429 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -30287296.000000 Penalty: 6164.554199
	Iteration 69Q: 3 clusters Score -3.02873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247437 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -30287302.000000 Penalty: 6164.554199
	Iteration 70Q: 3 clusters Score -3.02873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247446 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -30287280.000000 Penalty: 6164.554199
	Iteration 71Q: 3 clusters Score -3.028728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247458 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -30287266.000000 Penalty: 6164.554199
	Iteration 72Q: 3 clusters Score -3.028727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247474 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -30287266.000000 Penalty: 6164.554199
	Iteration 73Q: 3 clusters Score -3.028727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247484 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -30287246.000000 Penalty: 6164.554199
	Iteration 74Q: 3 clusters Score -3.028725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247495 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -30287252.000000 Penalty: 6164.554199
	Iteration 75Q: 3 clusters Score -3.028725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247506 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -30287232.000000 Penalty: 6164.554199
	Iteration 76Q: 3 clusters Score -3.028723e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247520 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -30287268.000000 Penalty: 6164.554199
	Iteration 77Q: 3 clusters Score -3.028727e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247536 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -30287250.000000 Penalty: 6164.554199
	Iteration 78Q: 3 clusters Score -3.028725e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247552 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -30287234.000000 Penalty: 6164.554199
	Iteration 79Q: 3 clusters Score -3.028723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247561 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -30287258.000000 Penalty: 6164.554199
	Iteration 80F: 3 clusters Score -3.028726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247566 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -30287260.000000 Penalty: 6164.554199
	Iteration 81Q: 3 clusters Score -3.028726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247568 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -30287252.000000 Penalty: 6164.554199
	Iteration 82Q: 3 clusters Score -3.028725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247571 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -30287262.000000 Penalty: 6164.554199
	Iteration 83Q: 3 clusters Score -3.028726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247571 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -30287262.000000 Penalty: 6164.554199
	Iteration 84F: 3 clusters Score -3.028726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Entering Unmasked Estep 
Score: -6065582.000000 Penalty: 2689.960449
	Iteration 0F: 2 clusters Score -6065582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -6031092.000000 Penalty: 5379.920898
	Iteration 0F: 3 clusters Score -6031092 nChanged 23739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -6044019.000000 Penalty: 5379.920898
	Iteration 1F: 3 clusters Score -6044019 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -6044520.500000 Penalty: 5379.920898
	Iteration 2Q: 3 clusters Score -6044520 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -6045043.500000 Penalty: 5379.920898
	Iteration 3Q: 3 clusters Score -6045044 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -6045633.500000 Penalty: 5379.920898
	Iteration 4Q: 3 clusters Score -6045634 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -6046591.000000 Penalty: 5379.920898
	Iteration 5Q: 3 clusters Score -6046591 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -6048257.000000 Penalty: 5379.920898
	Iteration 6F: 3 clusters Score -6048257 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -6050881.500000 Penalty: 5379.920898
	Iteration 7F: 3 clusters Score -6050882 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -6054632.000000 Penalty: 5379.920898
	Iteration 8F: 3 clusters Score -6054632 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -6058527.000000 Penalty: 5379.920898
	Iteration 9F: 3 clusters Score -6058527 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -6061246.000000 Penalty: 5379.920898
	Iteration 10F: 3 clusters Score -6061246 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -6062456.000000 Penalty: 5379.920898
	Iteration 11Q: 3 clusters Score -6062456 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -6062883.000000 Penalty: 5379.920898
	Iteration 12Q: 3 clusters Score -6062883 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -6063056.000000 Penalty: 5379.920898
	Iteration 13Q: 3 clusters Score -6063056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -6063126.000000 Penalty: 5379.920898
	Iteration 14Q: 3 clusters Score -6063126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -6063143.000000 Penalty: 5379.920898
	Iteration 15Q: 3 clusters Score -6063143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -6063168.000000 Penalty: 5379.920898
	Iteration 16Q: 3 clusters Score -6063168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -6063174.500000 Penalty: 5379.920898
	Iteration 17Q: 3 clusters Score -6063174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 51157 members 
Entering Unmasked Estep 
Score: -6063184.500000 Penalty: 5379.920898
	Iteration 18Q: 3 clusters Score -6063184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -6063197.000000 Penalty: 5379.920898
	Iteration 19Q: 3 clusters Score -6063197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -6063195.000000 Penalty: 5379.920898
	Iteration 20F: 3 clusters Score -6063195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -6063203.500000 Penalty: 5379.920898
	Iteration 21Q: 3 clusters Score -6063204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -6063215.000000 Penalty: 5379.920898
	Iteration 22Q: 3 clusters Score -6063215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -6063225.000000 Penalty: 5379.920898
	Iteration 23Q: 3 clusters Score -6063225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -6063225.000000 Penalty: 5379.920898
	Iteration 24F: 3 clusters Score -6063225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -500825.031250 Penalty: 2075.838379
	Iteration 0F: 2 clusters Score -500825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -496696.156250 Penalty: 4151.676758
	Iteration 0F: 3 clusters Score -496696.2 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -497746.406250 Penalty: 4151.676758
	Iteration 1F: 3 clusters Score -497746.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -498029.968750 Penalty: 4151.676758
	Iteration 2F: 3 clusters Score -498030 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -498237.000000 Penalty: 4151.676758
	Iteration 3F: 3 clusters Score -498237 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -498371.500000 Penalty: 4151.676758
	Iteration 4Q: 3 clusters Score -498371.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -498488.531250 Penalty: 4151.676758
	Iteration 5Q: 3 clusters Score -498488.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -498588.968750 Penalty: 4151.676758
	Iteration 6Q: 3 clusters Score -498589 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -498664.218750 Penalty: 4151.676758
	Iteration 7Q: 3 clusters Score -498664.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -498721.937500 Penalty: 4151.676758
	Iteration 8Q: 3 clusters Score -498721.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -498776.562500 Penalty: 4151.676758
	Iteration 9Q: 3 clusters Score -498776.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -498812.218750 Penalty: 4151.676758
	Iteration 10Q: 3 clusters Score -498812.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -498838.687500 Penalty: 4151.676758
	Iteration 11Q: 3 clusters Score -498838.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -498855.593750 Penalty: 4151.676758
	Iteration 12Q: 3 clusters Score -498855.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -498874.156250 Penalty: 4151.676758
	Iteration 13Q: 3 clusters Score -498874.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -498889.531250 Penalty: 4151.676758
	Iteration 14Q: 3 clusters Score -498889.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -498900.281250 Penalty: 4151.676758
	Iteration 15Q: 3 clusters Score -498900.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -498909.593750 Penalty: 4151.676758
	Iteration 16Q: 3 clusters Score -498909.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -498923.625000 Penalty: 4151.676758
	Iteration 17Q: 3 clusters Score -498923.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -498938.562500 Penalty: 4151.676758
	Iteration 18Q: 3 clusters Score -498938.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -498950.343750 Penalty: 4151.676758
	Iteration 19Q: 3 clusters Score -498950.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -498965.562500 Penalty: 4151.676758
	Iteration 20F: 3 clusters Score -498965.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -498982.156250 Penalty: 4151.676758
	Iteration 21Q: 3 clusters Score -498982.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -499001.000000 Penalty: 4151.676758
	Iteration 22Q: 3 clusters Score -499001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -499020.375000 Penalty: 4151.676758
	Iteration 23Q: 3 clusters Score -499020.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -499036.718750 Penalty: 4151.676758
	Iteration 24Q: 3 clusters Score -499036.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -499053.000000 Penalty: 4151.676758
	Iteration 25Q: 3 clusters Score -499053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -499070.937500 Penalty: 4151.676758
	Iteration 26Q: 3 clusters Score -499070.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -499084.593750 Penalty: 4151.676758
	Iteration 27Q: 3 clusters Score -499084.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -499097.906250 Penalty: 4151.676758
	Iteration 28Q: 3 clusters Score -499097.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -499106.312500 Penalty: 4151.676758
	Iteration 29Q: 3 clusters Score -499106.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -499117.062500 Penalty: 4151.676758
	Iteration 30Q: 3 clusters Score -499117.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -499129.625000 Penalty: 4151.676758
	Iteration 31Q: 3 clusters Score -499129.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -499146.187500 Penalty: 4151.676758
	Iteration 32Q: 3 clusters Score -499146.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -499158.281250 Penalty: 4151.676758
	Iteration 33Q: 3 clusters Score -499158.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -499173.093750 Penalty: 4151.676758
	Iteration 34Q: 3 clusters Score -499173.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -499190.156250 Penalty: 4151.676758
	Iteration 35Q: 3 clusters Score -499190.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -499209.093750 Penalty: 4151.676758
	Iteration 36Q: 3 clusters Score -499209.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -499226.968750 Penalty: 4151.676758
	Iteration 37Q: 3 clusters Score -499227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -499248.062500 Penalty: 4151.676758
	Iteration 38Q: 3 clusters Score -499248.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -499267.500000 Penalty: 4151.676758
	Iteration 39Q: 3 clusters Score -499267.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -499283.218750 Penalty: 4151.676758
	Iteration 40F: 3 clusters Score -499283.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -499294.312500 Penalty: 4151.676758
	Iteration 41Q: 3 clusters Score -499294.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -499303.031250 Penalty: 4151.676758
	Iteration 42Q: 3 clusters Score -499303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -499310.312500 Penalty: 4151.676758
	Iteration 43Q: 3 clusters Score -499310.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -499317.031250 Penalty: 4151.676758
	Iteration 44Q: 3 clusters Score -499317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -499322.156250 Penalty: 4151.676758
	Iteration 45Q: 3 clusters Score -499322.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -499324.687500 Penalty: 4151.676758
	Iteration 46Q: 3 clusters Score -499324.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -499326.593750 Penalty: 4151.676758
	Iteration 47Q: 3 clusters Score -499326.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -499327.250000 Penalty: 4151.676758
	Iteration 48Q: 3 clusters Score -499327.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -499328.062500 Penalty: 4151.676758
	Iteration 49Q: 3 clusters Score -499328.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -499328.062500 Penalty: 4151.676758
	Iteration 50F: 3 clusters Score -499328.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (160082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160082 members 
Entering Unmasked Estep 
Score: -19532386.000000 Penalty: 2971.893555
	Iteration 0F: 2 clusters Score -1.953239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79922 members 
Mstep: Class 2 contains 80160 members 
Entering Unmasked Estep 
Score: -19425908.000000 Penalty: 5943.787109
	Iteration 0F: 3 clusters Score -1.942591e+07 nChanged 76489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 82241 members 
Entering Unmasked Estep 
Score: -19470524.000000 Penalty: 5943.787109
	Iteration 1F: 3 clusters Score -1.947052e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76242 members 
Mstep: Class 2 contains 83840 members 
Entering Unmasked Estep 
Score: -19472146.000000 Penalty: 5943.787109
	Iteration 2Q: 3 clusters Score -1.947215e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73522 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -19474356.000000 Penalty: 5943.787109
	Iteration 3Q: 3 clusters Score -1.947436e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69128 members 
Mstep: Class 2 contains 90954 members 
Entering Unmasked Estep 
Score: -19478762.000000 Penalty: 5943.787109
	Iteration 4F: 3 clusters Score -1.947876e+07 nChanged 10831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62483 members 
Mstep: Class 2 contains 97599 members 
Entering Unmasked Estep 
Score: -19485816.000000 Penalty: 5943.787109
	Iteration 5F: 3 clusters Score -1.948582e+07 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 106548 members 
Entering Unmasked Estep 
Score: -19496482.000000 Penalty: 5943.787109
	Iteration 6F: 3 clusters Score -1.949648e+07 nChanged 13000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 115924 members 
Entering Unmasked Estep 
Score: -19509044.000000 Penalty: 5943.787109
	Iteration 7F: 3 clusters Score -1.950904e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 122569 members 
Entering Unmasked Estep 
Score: -19519020.000000 Penalty: 5943.787109
	Iteration 8F: 3 clusters Score -1.951902e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 126115 members 
Entering Unmasked Estep 
Score: -19523240.000000 Penalty: 5943.787109
	Iteration 9Q: 3 clusters Score -1.952324e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 128557 members 
Entering Unmasked Estep 
Score: -19524834.000000 Penalty: 5943.787109
	Iteration 10Q: 3 clusters Score -1.952483e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 130610 members 
Entering Unmasked Estep 
Score: -19525856.000000 Penalty: 5943.787109
	Iteration 11Q: 3 clusters Score -1.952586e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 132473 members 
Entering Unmasked Estep 
Score: -19526654.000000 Penalty: 5943.787109
	Iteration 12Q: 3 clusters Score -1.952665e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 134158 members 
Entering Unmasked Estep 
Score: -19527220.000000 Penalty: 5943.787109
	Iteration 13Q: 3 clusters Score -1.952722e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 135700 members 
Entering Unmasked Estep 
Score: -19527718.000000 Penalty: 5943.787109
	Iteration 14Q: 3 clusters Score -1.952772e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 137179 members 
Entering Unmasked Estep 
Score: -19527986.000000 Penalty: 5943.787109
	Iteration 15Q: 3 clusters Score -1.952799e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 138530 members 
Entering Unmasked Estep 
Score: -19528242.000000 Penalty: 5943.787109
	Iteration 16Q: 3 clusters Score -1.952824e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 139844 members 
Entering Unmasked Estep 
Score: -19528534.000000 Penalty: 5943.787109
	Iteration 17Q: 3 clusters Score -1.952853e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 141099 members 
Entering Unmasked Estep 
Score: -19528884.000000 Penalty: 5943.787109
	Iteration 18Q: 3 clusters Score -1.952888e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 142245 members 
Entering Unmasked Estep 
Score: -19529188.000000 Penalty: 5943.787109
	Iteration 19Q: 3 clusters Score -1.952919e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 143343 members 
Entering Unmasked Estep 
Score: -19529450.000000 Penalty: 5943.787109
	Iteration 20F: 3 clusters Score -1.952945e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 144394 members 
Entering Unmasked Estep 
Score: -19529772.000000 Penalty: 5943.787109
	Iteration 21Q: 3 clusters Score -1.952977e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 145385 members 
Entering Unmasked Estep 
Score: -19529960.000000 Penalty: 5943.787109
	Iteration 22Q: 3 clusters Score -1.952996e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 146301 members 
Entering Unmasked Estep 
Score: -19530086.000000 Penalty: 5943.787109
	Iteration 23Q: 3 clusters Score -1.953009e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 147187 members 
Entering Unmasked Estep 
Score: -19530274.000000 Penalty: 5943.787109
	Iteration 24Q: 3 clusters Score -1.953027e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 147985 members 
Entering Unmasked Estep 
Score: -19530530.000000 Penalty: 5943.787109
	Iteration 25Q: 3 clusters Score -1.953053e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 148724 members 
Entering Unmasked Estep 
Score: -19530664.000000 Penalty: 5943.787109
	Iteration 26Q: 3 clusters Score -1.953066e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 149414 members 
Entering Unmasked Estep 
Score: -19530754.000000 Penalty: 5943.787109
	Iteration 27Q: 3 clusters Score -1.953075e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 150027 members 
Entering Unmasked Estep 
Score: -19530926.000000 Penalty: 5943.787109
	Iteration 28Q: 3 clusters Score -1.953093e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 150578 members 
Entering Unmasked Estep 
Score: -19531118.000000 Penalty: 5943.787109
	Iteration 29Q: 3 clusters Score -1.953112e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 151077 members 
Entering Unmasked Estep 
Score: -19531250.000000 Penalty: 5943.787109
	Iteration 30Q: 3 clusters Score -1.953125e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 151499 members 
Entering Unmasked Estep 
Score: -19531282.000000 Penalty: 5943.787109
	Iteration 31Q: 3 clusters Score -1.953128e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 151900 members 
Entering Unmasked Estep 
Score: -19531308.000000 Penalty: 5943.787109
	Iteration 32Q: 3 clusters Score -1.953131e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 152278 members 
Entering Unmasked Estep 
Score: -19531358.000000 Penalty: 5943.787109
	Iteration 33Q: 3 clusters Score -1.953136e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 152596 members 
Entering Unmasked Estep 
Score: -19531390.000000 Penalty: 5943.787109
	Iteration 34Q: 3 clusters Score -1.953139e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 152872 members 
Entering Unmasked Estep 
Score: -19531360.000000 Penalty: 5943.787109
	Iteration 35Q: 3 clusters Score -1.953136e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 153117 members 
Entering Unmasked Estep 
Score: -19531340.000000 Penalty: 5943.787109
	Iteration 36Q: 3 clusters Score -1.953134e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 153348 members 
Entering Unmasked Estep 
Score: -19531372.000000 Penalty: 5943.787109
	Iteration 37Q: 3 clusters Score -1.953137e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 153545 members 
Entering Unmasked Estep 
Score: -19531368.000000 Penalty: 5943.787109
	Iteration 38Q: 3 clusters Score -1.953137e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 153694 members 
Entering Unmasked Estep 
Score: -19531378.000000 Penalty: 5943.787109
	Iteration 39Q: 3 clusters Score -1.953138e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 153810 members 
Entering Unmasked Estep 
Score: -19531364.000000 Penalty: 5943.787109
	Iteration 40F: 3 clusters Score -1.953136e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 153914 members 
Entering Unmasked Estep 
Score: -19531374.000000 Penalty: 5943.787109
	Iteration 41Q: 3 clusters Score -1.953137e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 154005 members 
Entering Unmasked Estep 
Score: -19531380.000000 Penalty: 5943.787109
	Iteration 42Q: 3 clusters Score -1.953138e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 154106 members 
Entering Unmasked Estep 
Score: -19531400.000000 Penalty: 5943.787109
	Iteration 43Q: 3 clusters Score -1.95314e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 154196 members 
Entering Unmasked Estep 
Score: -19531410.000000 Penalty: 5943.787109
	Iteration 44Q: 3 clusters Score -1.953141e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 154266 members 
Entering Unmasked Estep 
Score: -19531428.000000 Penalty: 5943.787109
	Iteration 45Q: 3 clusters Score -1.953143e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 154328 members 
Entering Unmasked Estep 
Score: -19531466.000000 Penalty: 5943.787109
	Iteration 46Q: 3 clusters Score -1.953147e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 154398 members 
Entering Unmasked Estep 
Score: -19531486.000000 Penalty: 5943.787109
	Iteration 47Q: 3 clusters Score -1.953149e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 154465 members 
Entering Unmasked Estep 
Score: -19531508.000000 Penalty: 5943.787109
	Iteration 48Q: 3 clusters Score -1.953151e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 154524 members 
Entering Unmasked Estep 
Score: -19531474.000000 Penalty: 5943.787109
	Iteration 49Q: 3 clusters Score -1.953147e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 154587 members 
Entering Unmasked Estep 
Score: -19531500.000000 Penalty: 5943.787109
	Iteration 50Q: 3 clusters Score -1.95315e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 154643 members 
Entering Unmasked Estep 
Score: -19531480.000000 Penalty: 5943.787109
	Iteration 51Q: 3 clusters Score -1.953148e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 154687 members 
Entering Unmasked Estep 
Score: -19531498.000000 Penalty: 5943.787109
	Iteration 52Q: 3 clusters Score -1.95315e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 154726 members 
Entering Unmasked Estep 
Score: -19531512.000000 Penalty: 5943.787109
	Iteration 53Q: 3 clusters Score -1.953151e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 154768 members 
Entering Unmasked Estep 
Score: -19531490.000000 Penalty: 5943.787109
	Iteration 54Q: 3 clusters Score -1.953149e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 154800 members 
Entering Unmasked Estep 
Score: -19531526.000000 Penalty: 5943.787109
	Iteration 55Q: 3 clusters Score -1.953153e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 154826 members 
Entering Unmasked Estep 
Score: -19531508.000000 Penalty: 5943.787109
	Iteration 56Q: 3 clusters Score -1.953151e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 154850 members 
Entering Unmasked Estep 
Score: -19531522.000000 Penalty: 5943.787109
	Iteration 57Q: 3 clusters Score -1.953152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 154871 members 
Entering Unmasked Estep 
Score: -19531518.000000 Penalty: 5943.787109
	Iteration 58Q: 3 clusters Score -1.953152e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 154897 members 
Entering Unmasked Estep 
Score: -19531524.000000 Penalty: 5943.787109
	Iteration 59Q: 3 clusters Score -1.953152e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 154923 members 
Entering Unmasked Estep 
Score: -19531496.000000 Penalty: 5943.787109
	Iteration 60F: 3 clusters Score -1.95315e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 154948 members 
Entering Unmasked Estep 
Score: -19531484.000000 Penalty: 5943.787109
	Iteration 61Q: 3 clusters Score -1.953148e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 154977 members 
Entering Unmasked Estep 
Score: -19531524.000000 Penalty: 5943.787109
	Iteration 62Q: 3 clusters Score -1.953152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 154998 members 
Entering Unmasked Estep 
Score: -19531522.000000 Penalty: 5943.787109
	Iteration 63Q: 3 clusters Score -1.953152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 155018 members 
Entering Unmasked Estep 
Score: -19531532.000000 Penalty: 5943.787109
	Iteration 64Q: 3 clusters Score -1.953153e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 155041 members 
Entering Unmasked Estep 
Score: -19531522.000000 Penalty: 5943.787109
	Iteration 65Q: 3 clusters Score -1.953152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 155064 members 
Entering Unmasked Estep 
Score: -19531536.000000 Penalty: 5943.787109
	Iteration 66Q: 3 clusters Score -1.953154e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 155084 members 
Entering Unmasked Estep 
Score: -19531524.000000 Penalty: 5943.787109
	Iteration 67Q: 3 clusters Score -1.953152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 155095 members 
Entering Unmasked Estep 
Score: -19531532.000000 Penalty: 5943.787109
	Iteration 68Q: 3 clusters Score -1.953153e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 155109 members 
Entering Unmasked Estep 
Score: -19531550.000000 Penalty: 5943.787109
	Iteration 69Q: 3 clusters Score -1.953155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 155120 members 
Entering Unmasked Estep 
Score: -19531562.000000 Penalty: 5943.787109
	Iteration 70Q: 3 clusters Score -1.953156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 155128 members 
Entering Unmasked Estep 
Score: -19531570.000000 Penalty: 5943.787109
	Iteration 71Q: 3 clusters Score -1.953157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 155136 members 
Entering Unmasked Estep 
Score: -19531578.000000 Penalty: 5943.787109
	Iteration 72Q: 3 clusters Score -1.953158e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 155152 members 
Entering Unmasked Estep 
Score: -19531558.000000 Penalty: 5943.787109
	Iteration 73Q: 3 clusters Score -1.953156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 155161 members 
Entering Unmasked Estep 
Score: -19531566.000000 Penalty: 5943.787109
	Iteration 74Q: 3 clusters Score -1.953157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 155168 members 
Entering Unmasked Estep 
Score: -19531554.000000 Penalty: 5943.787109
	Iteration 75Q: 3 clusters Score -1.953155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 155173 members 
Entering Unmasked Estep 
Score: -19531560.000000 Penalty: 5943.787109
	Iteration 76Q: 3 clusters Score -1.953156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 155177 members 
Entering Unmasked Estep 
Score: -19531560.000000 Penalty: 5943.787109
	Iteration 77Q: 3 clusters Score -1.953156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 155180 members 
Entering Unmasked Estep 
Score: -19531552.000000 Penalty: 5943.787109
	Iteration 78Q: 3 clusters Score -1.953155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 155187 members 
Entering Unmasked Estep 
Score: -19531552.000000 Penalty: 5943.787109
	Iteration 79Q: 3 clusters Score -1.953155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 155195 members 
Entering Unmasked Estep 
Score: -19531564.000000 Penalty: 5943.787109
	Iteration 80F: 3 clusters Score -1.953156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 155204 members 
Entering Unmasked Estep 
Score: -19531554.000000 Penalty: 5943.787109
	Iteration 81Q: 3 clusters Score -1.953155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 155210 members 
Entering Unmasked Estep 
Score: -19531552.000000 Penalty: 5943.787109
	Iteration 82Q: 3 clusters Score -1.953155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 155217 members 
Entering Unmasked Estep 
Score: -19531560.000000 Penalty: 5943.787109
	Iteration 83Q: 3 clusters Score -1.953156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 155221 members 
Entering Unmasked Estep 
Score: -19531550.000000 Penalty: 5943.787109
	Iteration 84Q: 3 clusters Score -1.953155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 155226 members 
Entering Unmasked Estep 
Score: -19531552.000000 Penalty: 5943.787109
	Iteration 85Q: 3 clusters Score -1.953155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 155227 members 
Entering Unmasked Estep 
Score: -19531564.000000 Penalty: 5943.787109
	Iteration 86Q: 3 clusters Score -1.953156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 155228 members 
Entering Unmasked Estep 
Score: -19531560.000000 Penalty: 5943.787109
	Iteration 87Q: 3 clusters Score -1.953156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 155228 members 
Entering Unmasked Estep 
Score: -19531560.000000 Penalty: 5943.787109
	Iteration 88F: 3 clusters Score -1.953156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Entering Unmasked Estep 
Score: -475858.468750 Penalty: 2068.255371
	Iteration 0F: 2 clusters Score -475858.5 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 2128 members 
Entering Unmasked Estep 
Score: -471816.250000 Penalty: 4136.510742
	Iteration 0F: 3 clusters Score -471816.2 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -472792.000000 Penalty: 4136.510742
	Iteration 1F: 3 clusters Score -472792 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -473037.718750 Penalty: 4136.510742
	Iteration 2F: 3 clusters Score -473037.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -473190.312500 Penalty: 4136.510742
	Iteration 3F: 3 clusters Score -473190.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -473350.062500 Penalty: 4136.510742
	Iteration 4Q: 3 clusters Score -473350.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -473478.093750 Penalty: 4136.510742
	Iteration 5Q: 3 clusters Score -473478.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -473606.718750 Penalty: 4136.510742
	Iteration 6Q: 3 clusters Score -473606.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -473742.500000 Penalty: 4136.510742
	Iteration 7Q: 3 clusters Score -473742.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -473880.968750 Penalty: 4136.510742
	Iteration 8Q: 3 clusters Score -473881 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -474026.937500 Penalty: 4136.510742
	Iteration 9Q: 3 clusters Score -474026.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -474149.625000 Penalty: 4136.510742
	Iteration 10Q: 3 clusters Score -474149.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -474263.687500 Penalty: 4136.510742
	Iteration 11Q: 3 clusters Score -474263.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -474380.156250 Penalty: 4136.510742
	Iteration 12Q: 3 clusters Score -474380.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -474470.937500 Penalty: 4136.510742
	Iteration 13Q: 3 clusters Score -474470.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -474531.625000 Penalty: 4136.510742
	Iteration 14Q: 3 clusters Score -474531.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -474574.281250 Penalty: 4136.510742
	Iteration 15Q: 3 clusters Score -474574.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -474601.187500 Penalty: 4136.510742
	Iteration 16Q: 3 clusters Score -474601.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -474616.968750 Penalty: 4136.510742
	Iteration 17Q: 3 clusters Score -474617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -474627.312500 Penalty: 4136.510742
	Iteration 18Q: 3 clusters Score -474627.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -474637.156250 Penalty: 4136.510742
	Iteration 19Q: 3 clusters Score -474637.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -474639.750000 Penalty: 4136.510742
	Iteration 20F: 3 clusters Score -474639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -474641.750000 Penalty: 4136.510742
	Iteration 21Q: 3 clusters Score -474641.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -474644.562500 Penalty: 4136.510742
	Iteration 22Q: 3 clusters Score -474644.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -474645.125000 Penalty: 4136.510742
	Iteration 23Q: 3 clusters Score -474645.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -474646.031250 Penalty: 4136.510742
	Iteration 24Q: 3 clusters Score -474646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -474646.031250 Penalty: 4136.510742
	Iteration 25F: 3 clusters Score -474646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -27823.212891 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -27823.21 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 145 members 
Entering Unmasked Estep 
Score: -26665.794922 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -26665.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26806.699219 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -26806.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26851.125000 Penalty: 2798.385986
	Iteration 2Q: 3 clusters Score -26851.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26859.509766 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -26859.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26859.509766 Penalty: 2798.385986
	Iteration 4F: 3 clusters Score -26859.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Entering Unmasked Estep 
Score: -3418215.750000 Penalty: 2536.471191
	Iteration 0F: 2 clusters Score -3418216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3399001.000000 Penalty: 5072.942383
	Iteration 0F: 3 clusters Score -3399001 nChanged 12425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3405924.500000 Penalty: 5072.942383
	Iteration 1F: 3 clusters Score -3405924 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -3406316.750000 Penalty: 5072.942383
	Iteration 2Q: 3 clusters Score -3406317 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3406615.250000 Penalty: 5072.942383
	Iteration 3Q: 3 clusters Score -3406615 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -3406844.250000 Penalty: 5072.942383
	Iteration 4Q: 3 clusters Score -3406844 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3407101.750000 Penalty: 5072.942383
	Iteration 5Q: 3 clusters Score -3407102 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3407392.250000 Penalty: 5072.942383
	Iteration 6Q: 3 clusters Score -3407392 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3407704.750000 Penalty: 5072.942383
	Iteration 7Q: 3 clusters Score -3407705 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3408086.750000 Penalty: 5072.942383
	Iteration 8Q: 3 clusters Score -3408087 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3408621.750000 Penalty: 5072.942383
	Iteration 9Q: 3 clusters Score -3408622 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3409334.250000 Penalty: 5072.942383
	Iteration 10Q: 3 clusters Score -3409334 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -3410300.750000 Penalty: 5072.942383
	Iteration 11F: 3 clusters Score -3410301 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3411455.000000 Penalty: 5072.942383
	Iteration 12F: 3 clusters Score -3411455 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3412632.750000 Penalty: 5072.942383
	Iteration 13F: 3 clusters Score -3412633 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3413309.500000 Penalty: 5072.942383
	Iteration 14Q: 3 clusters Score -3413310 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -3413680.000000 Penalty: 5072.942383
	Iteration 15Q: 3 clusters Score -3413680 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -3413899.500000 Penalty: 5072.942383
	Iteration 16Q: 3 clusters Score -3413900 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -3414080.000000 Penalty: 5072.942383
	Iteration 17Q: 3 clusters Score -3414080 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -3414225.750000 Penalty: 5072.942383
	Iteration 18Q: 3 clusters Score -3414226 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -3414336.000000 Penalty: 5072.942383
	Iteration 19Q: 3 clusters Score -3414336 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -3414435.500000 Penalty: 5072.942383
	Iteration 20F: 3 clusters Score -3414436 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -3414510.250000 Penalty: 5072.942383
	Iteration 21Q: 3 clusters Score -3414510 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3414574.750000 Penalty: 5072.942383
	Iteration 22Q: 3 clusters Score -3414575 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3414636.000000 Penalty: 5072.942383
	Iteration 23Q: 3 clusters Score -3414636 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -3414701.250000 Penalty: 5072.942383
	Iteration 24Q: 3 clusters Score -3414701 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -3414761.750000 Penalty: 5072.942383
	Iteration 25Q: 3 clusters Score -3414762 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -3414798.250000 Penalty: 5072.942383
	Iteration 26Q: 3 clusters Score -3414798 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -3414833.000000 Penalty: 5072.942383
	Iteration 27Q: 3 clusters Score -3414833 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -3414871.000000 Penalty: 5072.942383
	Iteration 28Q: 3 clusters Score -3414871 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3414915.250000 Penalty: 5072.942383
	Iteration 29Q: 3 clusters Score -3414915 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -3414928.500000 Penalty: 5072.942383
	Iteration 30Q: 3 clusters Score -3414928 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3414949.500000 Penalty: 5072.942383
	Iteration 31Q: 3 clusters Score -3414950 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -3414978.500000 Penalty: 5072.942383
	Iteration 32Q: 3 clusters Score -3414978 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -3415003.000000 Penalty: 5072.942383
	Iteration 33Q: 3 clusters Score -3415003 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3415034.000000 Penalty: 5072.942383
	Iteration 34Q: 3 clusters Score -3415034 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3415073.500000 Penalty: 5072.942383
	Iteration 35Q: 3 clusters Score -3415074 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -3415087.000000 Penalty: 5072.942383
	Iteration 36Q: 3 clusters Score -3415087 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3415110.250000 Penalty: 5072.942383
	Iteration 37Q: 3 clusters Score -3415110 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -3415134.750000 Penalty: 5072.942383
	Iteration 38Q: 3 clusters Score -3415135 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -3415149.500000 Penalty: 5072.942383
	Iteration 39Q: 3 clusters Score -3415150 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -3415178.750000 Penalty: 5072.942383
	Iteration 40F: 3 clusters Score -3415179 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -3415190.750000 Penalty: 5072.942383
	Iteration 41Q: 3 clusters Score -3415191 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -3415206.750000 Penalty: 5072.942383
	Iteration 42Q: 3 clusters Score -3415207 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3415230.500000 Penalty: 5072.942383
	Iteration 43Q: 3 clusters Score -3415230 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -3415249.250000 Penalty: 5072.942383
	Iteration 44Q: 3 clusters Score -3415249 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -3415269.000000 Penalty: 5072.942383
	Iteration 45Q: 3 clusters Score -3415269 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3415289.750000 Penalty: 5072.942383
	Iteration 46Q: 3 clusters Score -3415290 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -3415297.500000 Penalty: 5072.942383
	Iteration 47Q: 3 clusters Score -3415298 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -3415320.750000 Penalty: 5072.942383
	Iteration 48Q: 3 clusters Score -3415321 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -3415339.000000 Penalty: 5072.942383
	Iteration 49Q: 3 clusters Score -3415339 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3415373.500000 Penalty: 5072.942383
	Iteration 50Q: 3 clusters Score -3415374 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -3415393.750000 Penalty: 5072.942383
	Iteration 51Q: 3 clusters Score -3415394 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -3415426.750000 Penalty: 5072.942383
	Iteration 52Q: 3 clusters Score -3415427 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -3415466.500000 Penalty: 5072.942383
	Iteration 53Q: 3 clusters Score -3415466 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -3415496.250000 Penalty: 5072.942383
	Iteration 54Q: 3 clusters Score -3415496 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3415522.250000 Penalty: 5072.942383
	Iteration 55Q: 3 clusters Score -3415522 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -3415542.750000 Penalty: 5072.942383
	Iteration 56Q: 3 clusters Score -3415543 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -3415583.250000 Penalty: 5072.942383
	Iteration 57Q: 3 clusters Score -3415583 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -3415607.500000 Penalty: 5072.942383
	Iteration 58Q: 3 clusters Score -3415608 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -3415634.000000 Penalty: 5072.942383
	Iteration 59Q: 3 clusters Score -3415634 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -3415674.250000 Penalty: 5072.942383
	Iteration 60F: 3 clusters Score -3415674 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -3415697.250000 Penalty: 5072.942383
	Iteration 61Q: 3 clusters Score -3415697 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3415721.750000 Penalty: 5072.942383
	Iteration 62Q: 3 clusters Score -3415722 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -3415755.500000 Penalty: 5072.942383
	Iteration 63Q: 3 clusters Score -3415756 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3415770.750000 Penalty: 5072.942383
	Iteration 64Q: 3 clusters Score -3415771 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -3415787.750000 Penalty: 5072.942383
	Iteration 65Q: 3 clusters Score -3415788 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -3415823.750000 Penalty: 5072.942383
	Iteration 66Q: 3 clusters Score -3415824 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3415837.500000 Penalty: 5072.942383
	Iteration 67Q: 3 clusters Score -3415838 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3415844.750000 Penalty: 5072.942383
	Iteration 68Q: 3 clusters Score -3415845 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3415854.250000 Penalty: 5072.942383
	Iteration 69Q: 3 clusters Score -3415854 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3415874.500000 Penalty: 5072.942383
	Iteration 70Q: 3 clusters Score -3415874 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3415895.750000 Penalty: 5072.942383
	Iteration 71Q: 3 clusters Score -3415896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3415906.500000 Penalty: 5072.942383
	Iteration 72Q: 3 clusters Score -3415906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3415904.750000 Penalty: 5072.942383
	Iteration 73Q: 3 clusters Score -3415905 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3415915.750000 Penalty: 5072.942383
	Iteration 74Q: 3 clusters Score -3415916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3415927.000000 Penalty: 5072.942383
	Iteration 75Q: 3 clusters Score -3415927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3415932.750000 Penalty: 5072.942383
	Iteration 76Q: 3 clusters Score -3415933 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3415927.750000 Penalty: 5072.942383
	Iteration 77Q: 3 clusters Score -3415928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3415929.750000 Penalty: 5072.942383
	Iteration 78Q: 3 clusters Score -3415930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -3415939.250000 Penalty: 5072.942383
	Iteration 79Q: 3 clusters Score -3415939 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3415955.500000 Penalty: 5072.942383
	Iteration 80F: 3 clusters Score -3415956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3415954.250000 Penalty: 5072.942383
	Iteration 81Q: 3 clusters Score -3415954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3415957.000000 Penalty: 5072.942383
	Iteration 82Q: 3 clusters Score -3415957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3415960.500000 Penalty: 5072.942383
	Iteration 83Q: 3 clusters Score -3415960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3415959.250000 Penalty: 5072.942383
	Iteration 84Q: 3 clusters Score -3415959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3415962.250000 Penalty: 5072.942383
	Iteration 85Q: 3 clusters Score -3415962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3415971.750000 Penalty: 5072.942383
	Iteration 86Q: 3 clusters Score -3415972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3415972.250000 Penalty: 5072.942383
	Iteration 87Q: 3 clusters Score -3415972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -3415973.500000 Penalty: 5072.942383
	Iteration 88Q: 3 clusters Score -3415974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3415977.000000 Penalty: 5072.942383
	Iteration 89Q: 3 clusters Score -3415977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3415978.000000 Penalty: 5072.942383
	Iteration 90Q: 3 clusters Score -3415978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3415982.250000 Penalty: 5072.942383
	Iteration 91Q: 3 clusters Score -3415982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3415984.250000 Penalty: 5072.942383
	Iteration 92Q: 3 clusters Score -3415984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3415992.000000 Penalty: 5072.942383
	Iteration 93Q: 3 clusters Score -3415992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3416000.500000 Penalty: 5072.942383
	Iteration 94Q: 3 clusters Score -3416000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3416004.250000 Penalty: 5072.942383
	Iteration 95Q: 3 clusters Score -3416004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3416019.500000 Penalty: 5072.942383
	Iteration 96Q: 3 clusters Score -3416020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3416020.000000 Penalty: 5072.942383
	Iteration 97Q: 3 clusters Score -3416020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3416027.000000 Penalty: 5072.942383
	Iteration 98Q: 3 clusters Score -3416027 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -3416030.250000 Penalty: 5072.942383
	Iteration 99Q: 3 clusters Score -3416030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3416032.250000 Penalty: 5072.942383
	Iteration 100F: 3 clusters Score -3416032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -3416045.500000 Penalty: 5072.942383
	Iteration 101Q: 3 clusters Score -3416046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3416066.250000 Penalty: 5072.942383
	Iteration 102Q: 3 clusters Score -3416066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3416054.750000 Penalty: 5072.942383
	Iteration 103Q: 3 clusters Score -3416055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3416056.500000 Penalty: 5072.942383
	Iteration 104Q: 3 clusters Score -3416056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3416067.250000 Penalty: 5072.942383
	Iteration 105Q: 3 clusters Score -3416067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3416072.750000 Penalty: 5072.942383
	Iteration 106Q: 3 clusters Score -3416073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3416081.750000 Penalty: 5072.942383
	Iteration 107Q: 3 clusters Score -3416082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3416082.750000 Penalty: 5072.942383
	Iteration 108Q: 3 clusters Score -3416083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3416082.500000 Penalty: 5072.942383
	Iteration 109Q: 3 clusters Score -3416082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3416086.750000 Penalty: 5072.942383
	Iteration 110Q: 3 clusters Score -3416087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3416083.000000 Penalty: 5072.942383
	Iteration 111Q: 3 clusters Score -3416083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3416083.250000 Penalty: 5072.942383
	Iteration 112Q: 3 clusters Score -3416083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3416090.250000 Penalty: 5072.942383
	Iteration 113Q: 3 clusters Score -3416090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3416098.750000 Penalty: 5072.942383
	Iteration 114Q: 3 clusters Score -3416099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3416101.500000 Penalty: 5072.942383
	Iteration 115Q: 3 clusters Score -3416102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3416107.500000 Penalty: 5072.942383
	Iteration 116Q: 3 clusters Score -3416108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3416112.000000 Penalty: 5072.942383
	Iteration 117Q: 3 clusters Score -3416112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3416107.750000 Penalty: 5072.942383
	Iteration 118Q: 3 clusters Score -3416108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3416102.000000 Penalty: 5072.942383
	Iteration 119Q: 3 clusters Score -3416102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3416105.250000 Penalty: 5072.942383
	Iteration 120F: 3 clusters Score -3416105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3416103.250000 Penalty: 5072.942383
	Iteration 121Q: 3 clusters Score -3416103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3416112.000000 Penalty: 5072.942383
	Iteration 122Q: 3 clusters Score -3416112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3416119.250000 Penalty: 5072.942383
	Iteration 123Q: 3 clusters Score -3416119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3416120.750000 Penalty: 5072.942383
	Iteration 124Q: 3 clusters Score -3416121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3416132.500000 Penalty: 5072.942383
	Iteration 125Q: 3 clusters Score -3416132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3416143.000000 Penalty: 5072.942383
	Iteration 126Q: 3 clusters Score -3416143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3416145.000000 Penalty: 5072.942383
	Iteration 127Q: 3 clusters Score -3416145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3416152.500000 Penalty: 5072.942383
	Iteration 128Q: 3 clusters Score -3416152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3416157.250000 Penalty: 5072.942383
	Iteration 129Q: 3 clusters Score -3416157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3416165.750000 Penalty: 5072.942383
	Iteration 130Q: 3 clusters Score -3416166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3416170.000000 Penalty: 5072.942383
	Iteration 131Q: 3 clusters Score -3416170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3416173.000000 Penalty: 5072.942383
	Iteration 132Q: 3 clusters Score -3416173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3416171.500000 Penalty: 5072.942383
	Iteration 133Q: 3 clusters Score -3416172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3416173.750000 Penalty: 5072.942383
	Iteration 134Q: 3 clusters Score -3416174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3416175.000000 Penalty: 5072.942383
	Iteration 135Q: 3 clusters Score -3416175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3416179.750000 Penalty: 5072.942383
	Iteration 136Q: 3 clusters Score -3416180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3416177.500000 Penalty: 5072.942383
	Iteration 137Q: 3 clusters Score -3416178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3416180.250000 Penalty: 5072.942383
	Iteration 138Q: 3 clusters Score -3416180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3416181.250000 Penalty: 5072.942383
	Iteration 139Q: 3 clusters Score -3416181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3416179.750000 Penalty: 5072.942383
	Iteration 140F: 3 clusters Score -3416180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3416181.250000 Penalty: 5072.942383
	Iteration 141Q: 3 clusters Score -3416181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3416182.750000 Penalty: 5072.942383
	Iteration 142Q: 3 clusters Score -3416183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3416185.250000 Penalty: 5072.942383
	Iteration 143Q: 3 clusters Score -3416185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3416185.000000 Penalty: 5072.942383
	Iteration 144Q: 3 clusters Score -3416185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3416183.250000 Penalty: 5072.942383
	Iteration 145Q: 3 clusters Score -3416183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3416187.750000 Penalty: 5072.942383
	Iteration 146Q: 3 clusters Score -3416188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3416185.750000 Penalty: 5072.942383
	Iteration 147Q: 3 clusters Score -3416186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3416185.750000 Penalty: 5072.942383
	Iteration 148Q: 3 clusters Score -3416186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3416184.500000 Penalty: 5072.942383
	Iteration 149Q: 3 clusters Score -3416184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3416186.000000 Penalty: 5072.942383
	Iteration 150Q: 3 clusters Score -3416186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3416186.000000 Penalty: 5072.942383
	Iteration 151F: 3 clusters Score -3416186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 213485 members 
Mstep: Class 5 contains 85668 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4502 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 65225 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 249830 members 
Mstep: Class 13 contains 51360 members 
Mstep: Class 14 contains 4317 members 
Mstep: Class 15 contains 160082 members 
Mstep: Class 16 contains 4187 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 27659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289448.000000 Penalty: 57676.941406
Iteration 119Q: 18 clusters Score -1.042894e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 213326 members 
Mstep: Class 5 contains 86423 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4503 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 65179 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 249366 members 
Mstep: Class 13 contains 51238 members 
Mstep: Class 14 contains 4288 members 
Mstep: Class 15 contains 160384 members 
Mstep: Class 16 contains 4188 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 27420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289664.000000 Penalty: 57676.941406
Iteration 120F: 18 clusters Score -1.042897e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 213141 members 
Mstep: Class 5 contains 87178 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4501 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 65128 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 248914 members 
Mstep: Class 13 contains 51124 members 
Mstep: Class 14 contains 4258 members 
Mstep: Class 15 contains 160712 members 
Mstep: Class 16 contains 4190 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 27169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289640.000000 Penalty: 57676.941406
Iteration 121Q: 18 clusters Score -1.042896e+08 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 212919 members 
Mstep: Class 5 contains 87994 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4501 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 65071 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 248443 members 
Mstep: Class 13 contains 51007 members 
Mstep: Class 14 contains 4223 members 
Mstep: Class 15 contains 161055 members 
Mstep: Class 16 contains 4188 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 26914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289952.000000 Penalty: 57676.941406
Iteration 122Q: 18 clusters Score -1.0429e+08 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 212649 members 
Mstep: Class 5 contains 88858 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4501 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 65031 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 247964 members 
Mstep: Class 13 contains 50891 members 
Mstep: Class 14 contains 4190 members 
Mstep: Class 15 contains 161398 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 26649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290136.000000 Penalty: 57676.941406
Iteration 123Q: 18 clusters Score -1.042901e+08 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 212404 members 
Mstep: Class 5 contains 89734 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4500 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 64984 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 247462 members 
Mstep: Class 13 contains 50772 members 
Mstep: Class 14 contains 4159 members 
Mstep: Class 15 contains 161747 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 26369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290072.000000 Penalty: 57676.941406
Iteration 124Q: 18 clusters Score -1.042901e+08 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 212148 members 
Mstep: Class 5 contains 90634 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4503 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 64934 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 246950 members 
Mstep: Class 13 contains 50649 members 
Mstep: Class 14 contains 4132 members 
Mstep: Class 15 contains 162080 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 26101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290184.000000 Penalty: 57676.941406
Iteration 125Q: 18 clusters Score -1.042902e+08 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 211816 members 
Mstep: Class 5 contains 91532 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4506 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 64878 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 246518 members 
Mstep: Class 13 contains 50534 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 162370 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 25862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290192.000000 Penalty: 57676.941406
Iteration 126Q: 18 clusters Score -1.042902e+08 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 211511 members 
Mstep: Class 5 contains 92447 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4504 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 64823 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 246133 members 
Mstep: Class 13 contains 50402 members 
Mstep: Class 14 contains 4094 members 
Mstep: Class 15 contains 162593 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 25624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290192.000000 Penalty: 57676.941406
Iteration 127Q: 18 clusters Score -1.042902e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 211206 members 
Mstep: Class 5 contains 93386 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 64772 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 245729 members 
Mstep: Class 13 contains 50268 members 
Mstep: Class 14 contains 4078 members 
Mstep: Class 15 contains 162820 members 
Mstep: Class 16 contains 4185 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 25366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290240.000000 Penalty: 57676.941406
Iteration 128Q: 18 clusters Score -1.042902e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 210906 members 
Mstep: Class 5 contains 94303 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4502 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 64726 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 245356 members 
Mstep: Class 13 contains 50140 members 
Mstep: Class 14 contains 4064 members 
Mstep: Class 15 contains 163043 members 
Mstep: Class 16 contains 4182 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 25093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290560.000000 Penalty: 57676.941406
Iteration 129Q: 18 clusters Score -1.042906e+08 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 210640 members 
Mstep: Class 5 contains 95143 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4500 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 64677 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 244994 members 
Mstep: Class 13 contains 50040 members 
Mstep: Class 14 contains 4057 members 
Mstep: Class 15 contains 163271 members 
Mstep: Class 16 contains 4182 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 24811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290496.000000 Penalty: 57676.941406
Iteration 130Q: 18 clusters Score -1.042905e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 210336 members 
Mstep: Class 5 contains 96030 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4499 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 64633 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 244611 members 
Mstep: Class 13 contains 49960 members 
Mstep: Class 14 contains 4047 members 
Mstep: Class 15 contains 163482 members 
Mstep: Class 16 contains 4179 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 24538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290664.000000 Penalty: 57676.941406
Iteration 131Q: 18 clusters Score -1.042907e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 210057 members 
Mstep: Class 5 contains 96992 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4498 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 64581 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 244222 members 
Mstep: Class 13 contains 49850 members 
Mstep: Class 14 contains 4041 members 
Mstep: Class 15 contains 163643 members 
Mstep: Class 16 contains 4179 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 24252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290464.000000 Penalty: 57676.941406
Iteration 132Q: 18 clusters Score -1.042905e+08 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 209754 members 
Mstep: Class 5 contains 98031 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4496 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 64539 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 243792 members 
Mstep: Class 13 contains 49727 members 
Mstep: Class 14 contains 4036 members 
Mstep: Class 15 contains 163769 members 
Mstep: Class 16 contains 4179 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 23992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290552.000000 Penalty: 57676.941406
Iteration 133Q: 18 clusters Score -1.042906e+08 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 209439 members 
Mstep: Class 5 contains 99038 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4497 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 64499 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 243372 members 
Mstep: Class 13 contains 49635 members 
Mstep: Class 14 contains 4029 members 
Mstep: Class 15 contains 163895 members 
Mstep: Class 16 contains 4180 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 23731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290728.000000 Penalty: 57676.941406
Iteration 134Q: 18 clusters Score -1.042907e+08 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 209141 members 
Mstep: Class 5 contains 100004 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4500 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 64454 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 242973 members 
Mstep: Class 13 contains 49550 members 
Mstep: Class 14 contains 4020 members 
Mstep: Class 15 contains 164024 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 23469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290696.000000 Penalty: 57676.941406
Iteration 135Q: 18 clusters Score -1.042907e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 208863 members 
Mstep: Class 5 contains 100975 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4500 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 64420 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 242580 members 
Mstep: Class 13 contains 49457 members 
Mstep: Class 14 contains 4012 members 
Mstep: Class 15 contains 164113 members 
Mstep: Class 16 contains 4183 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 23212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290856.000000 Penalty: 57676.941406
Iteration 136Q: 18 clusters Score -1.042909e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 208558 members 
Mstep: Class 5 contains 101974 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4501 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 64369 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 242232 members 
Mstep: Class 13 contains 49373 members 
Mstep: Class 14 contains 3999 members 
Mstep: Class 15 contains 164152 members 
Mstep: Class 16 contains 4183 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 22974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290744.000000 Penalty: 57676.941406
Iteration 137Q: 18 clusters Score -1.042907e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 208236 members 
Mstep: Class 5 contains 102988 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4500 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 64316 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 241934 members 
Mstep: Class 13 contains 49296 members 
Mstep: Class 14 contains 3983 members 
Mstep: Class 15 contains 164164 members 
Mstep: Class 16 contains 4182 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 22716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290912.000000 Penalty: 57676.941406
Iteration 138Q: 18 clusters Score -1.042909e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 207897 members 
Mstep: Class 5 contains 103996 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4500 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 64269 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 241682 members 
Mstep: Class 13 contains 49198 members 
Mstep: Class 14 contains 3960 members 
Mstep: Class 15 contains 164145 members 
Mstep: Class 16 contains 4180 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 22488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291208.000000 Penalty: 57676.941406
Iteration 139Q: 18 clusters Score -1.042912e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 207577 members 
Mstep: Class 5 contains 104995 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4496 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 64238 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 241431 members 
Mstep: Class 13 contains 49092 members 
Mstep: Class 14 contains 3942 members 
Mstep: Class 15 contains 164124 members 
Mstep: Class 16 contains 4175 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 22245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291144.000000 Penalty: 57676.941406
Iteration 140F: 18 clusters Score -1.042911e+08 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 207296 members 
Mstep: Class 5 contains 106017 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4496 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 64210 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 241105 members 
Mstep: Class 13 contains 48980 members 
Mstep: Class 14 contains 3926 members 
Mstep: Class 15 contains 164095 members 
Mstep: Class 16 contains 4174 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 22016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291368.000000 Penalty: 57676.941406
Iteration 141Q: 18 clusters Score -1.042914e+08 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 206988 members 
Mstep: Class 5 contains 107059 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4497 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 64169 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 240791 members 
Mstep: Class 13 contains 48876 members 
Mstep: Class 14 contains 3909 members 
Mstep: Class 15 contains 164048 members 
Mstep: Class 16 contains 4174 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 21804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290984.000000 Penalty: 57676.941406
Iteration 142Q: 18 clusters Score -1.04291e+08 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 206655 members 
Mstep: Class 5 contains 108134 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4495 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 64148 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 240453 members 
Mstep: Class 13 contains 48783 members 
Mstep: Class 14 contains 3892 members 
Mstep: Class 15 contains 163971 members 
Mstep: Class 16 contains 4176 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 21608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291296.000000 Penalty: 57676.941406
Iteration 143Q: 18 clusters Score -1.042913e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 206338 members 
Mstep: Class 5 contains 109261 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4495 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 64118 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 240065 members 
Mstep: Class 13 contains 48695 members 
Mstep: Class 14 contains 3878 members 
Mstep: Class 15 contains 163883 members 
Mstep: Class 16 contains 4177 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 21405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291144.000000 Penalty: 57676.941406
Iteration 144Q: 18 clusters Score -1.042911e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 205996 members 
Mstep: Class 5 contains 110452 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4490 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 64092 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 239663 members 
Mstep: Class 13 contains 48577 members 
Mstep: Class 14 contains 3866 members 
Mstep: Class 15 contains 163783 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 21218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291224.000000 Penalty: 57676.941406
Iteration 145Q: 18 clusters Score -1.042912e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 205647 members 
Mstep: Class 5 contains 111690 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4490 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 64074 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 239246 members 
Mstep: Class 13 contains 48466 members 
Mstep: Class 14 contains 3855 members 
Mstep: Class 15 contains 163667 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 21002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291200.000000 Penalty: 57676.941406
Iteration 146Q: 18 clusters Score -1.042912e+08 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 205298 members 
Mstep: Class 5 contains 112926 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4488 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 64063 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 238792 members 
Mstep: Class 13 contains 48373 members 
Mstep: Class 14 contains 3837 members 
Mstep: Class 15 contains 163556 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 20804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290960.000000 Penalty: 57676.941406
Iteration 147Q: 18 clusters Score -1.04291e+08 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 204915 members 
Mstep: Class 5 contains 114229 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 64055 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 238336 members 
Mstep: Class 13 contains 48268 members 
Mstep: Class 14 contains 3820 members 
Mstep: Class 15 contains 163424 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 20604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290896.000000 Penalty: 57676.941406
Iteration 148Q: 18 clusters Score -1.042909e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 204536 members 
Mstep: Class 5 contains 115536 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 64016 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 237881 members 
Mstep: Class 13 contains 48175 members 
Mstep: Class 14 contains 3810 members 
Mstep: Class 15 contains 163294 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290912.000000 Penalty: 57676.941406
Iteration 149Q: 18 clusters Score -1.042909e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 204096 members 
Mstep: Class 5 contains 116917 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 63993 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 237397 members 
Mstep: Class 13 contains 48066 members 
Mstep: Class 14 contains 3801 members 
Mstep: Class 15 contains 163152 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 20228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291184.000000 Penalty: 57676.941406
Iteration 150Q: 18 clusters Score -1.042912e+08 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 203654 members 
Mstep: Class 5 contains 118257 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 63956 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 236957 members 
Mstep: Class 13 contains 47980 members 
Mstep: Class 14 contains 3789 members 
Mstep: Class 15 contains 163005 members 
Mstep: Class 16 contains 4177 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 20053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291320.000000 Penalty: 57676.941406
Iteration 151Q: 18 clusters Score -1.042913e+08 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 203265 members 
Mstep: Class 5 contains 119656 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4487 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 63930 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 236407 members 
Mstep: Class 13 contains 47887 members 
Mstep: Class 14 contains 3777 members 
Mstep: Class 15 contains 162817 members 
Mstep: Class 16 contains 4174 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 19914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291616.000000 Penalty: 57676.941406
Iteration 152Q: 18 clusters Score -1.042916e+08 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 202837 members 
Mstep: Class 5 contains 121059 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 63896 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 235870 members 
Mstep: Class 13 contains 47768 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 162707 members 
Mstep: Class 16 contains 4175 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 19748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291728.000000 Penalty: 57676.941406
Iteration 153Q: 18 clusters Score -1.042917e+08 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 202447 members 
Mstep: Class 5 contains 122484 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 63840 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 235303 members 
Mstep: Class 13 contains 47671 members 
Mstep: Class 14 contains 3758 members 
Mstep: Class 15 contains 162571 members 
Mstep: Class 16 contains 4173 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 19583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291824.000000 Penalty: 57676.941406
Iteration 154Q: 18 clusters Score -1.042918e+08 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 202095 members 
Mstep: Class 5 contains 123909 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4485 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 63813 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 234718 members 
Mstep: Class 13 contains 47590 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 162366 members 
Mstep: Class 16 contains 4173 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 19416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104292056.000000 Penalty: 57676.941406
Iteration 155Q: 18 clusters Score -1.042921e+08 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 201725 members 
Mstep: Class 5 contains 125366 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 63783 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 234146 members 
Mstep: Class 13 contains 47516 members 
Mstep: Class 14 contains 3730 members 
Mstep: Class 15 contains 162140 members 
Mstep: Class 16 contains 4170 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 19249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104292176.000000 Penalty: 57676.941406
Iteration 156Q: 18 clusters Score -1.042922e+08 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 201316 members 
Mstep: Class 5 contains 126850 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4488 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 63746 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 233634 members 
Mstep: Class 13 contains 47450 members 
Mstep: Class 14 contains 3714 members 
Mstep: Class 15 contains 161873 members 
Mstep: Class 16 contains 4169 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 19071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104292184.000000 Penalty: 57676.941406
Iteration 157Q: 18 clusters Score -1.042922e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 200877 members 
Mstep: Class 5 contains 128430 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4487 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 63693 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 233068 members 
Mstep: Class 13 contains 47369 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 161604 members 
Mstep: Class 16 contains 4165 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 18914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104292472.000000 Penalty: 57676.941406
Iteration 158Q: 18 clusters Score -1.042925e+08 nChanged 2392
Entering ConstructFrom: 
Score: -104292472.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (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: -51946.871094 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -51946.87 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 262 members 
Entering Unmasked Estep 
Score: -50432.121094 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -50432.12 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50629.679688 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -50629.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50678.718750 Penalty: 3094.208984
	Iteration 2Q: 3 clusters Score -50678.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50698.980469 Penalty: 3094.208984
	Iteration 3Q: 3 clusters Score -50698.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50704.605469 Penalty: 3094.208984
	Iteration 4Q: 3 clusters Score -50704.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50707.714844 Penalty: 3094.208984
	Iteration 5Q: 3 clusters Score -50707.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50707.714844 Penalty: 3094.208984
	Iteration 6F: 3 clusters Score -50707.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -47277.355469 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -47277.36 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 247 members 
Entering Unmasked Estep 
Score: -45775.867188 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -45775.87 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45951.214844 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -45951.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46034.070312 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -46034.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46068.101562 Penalty: 3109.471680
	Iteration 3Q: 3 clusters Score -46068.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46111.210938 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -46111.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46166.382812 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -46166.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46177.863281 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -46177.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46193.992188 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -46193.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46249.289062 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -46249.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -46310.003906 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -46310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -46359.683594 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -46359.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -46418.558594 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -46418.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -46464.171875 Penalty: 3109.471680
	Iteration 12Q: 3 clusters Score -46464.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -46493.582031 Penalty: 3109.471680
	Iteration 13Q: 3 clusters Score -46493.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -46522.933594 Penalty: 3109.471680
	Iteration 14Q: 3 clusters Score -46522.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -46566.609375 Penalty: 3109.471680
	Iteration 15Q: 3 clusters Score -46566.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -46624.015625 Penalty: 3109.471680
	Iteration 16Q: 3 clusters Score -46624.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -46655.078125 Penalty: 3109.471680
	Iteration 17Q: 3 clusters Score -46655.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46743.488281 Penalty: 3109.471680
	Iteration 18Q: 3 clusters Score -46743.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -46780.253906 Penalty: 3109.471680
	Iteration 19Q: 3 clusters Score -46780.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -46819.960938 Penalty: 3109.471680
	Iteration 20F: 3 clusters Score -46819.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -46927.085938 Penalty: 3109.471680
	Iteration 21Q: 3 clusters Score -46927.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -47007.617188 Penalty: 3109.471680
	Iteration 22Q: 3 clusters Score -47007.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47113.972656 Penalty: 3109.471680
	Iteration 23Q: 3 clusters Score -47113.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -47195.710938 Penalty: 3109.471680
	Iteration 24Q: 3 clusters Score -47195.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -47218.542969 Penalty: 3109.471680
	Iteration 25Q: 3 clusters Score -47218.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -47220.765625 Penalty: 3109.471680
	Iteration 26Q: 3 clusters Score -47220.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -47220.765625 Penalty: 3109.471680
	Iteration 27F: 3 clusters Score -47220.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Entering Unmasked Estep 
Score: -213641.218750 Penalty: 1888.838257
	Iteration 0F: 2 clusters Score -213641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -211045.968750 Penalty: 3777.676514
	Iteration 0F: 3 clusters Score -211046 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -211575.796875 Penalty: 3777.676514
	Iteration 1F: 3 clusters Score -211575.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -211773.781250 Penalty: 3777.676514
	Iteration 2F: 3 clusters Score -211773.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -212031.265625 Penalty: 3777.676514
	Iteration 3F: 3 clusters Score -212031.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -212472.421875 Penalty: 3777.676514
	Iteration 4F: 3 clusters Score -212472.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -212932.906250 Penalty: 3777.676514
	Iteration 5F: 3 clusters Score -212932.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -213271.187500 Penalty: 3777.676514
	Iteration 6F: 3 clusters Score -213271.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -213399.687500 Penalty: 3777.676514
	Iteration 7Q: 3 clusters Score -213399.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -213470.296875 Penalty: 3777.676514
	Iteration 8Q: 3 clusters Score -213470.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -213499.078125 Penalty: 3777.676514
	Iteration 9Q: 3 clusters Score -213499.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -213505.687500 Penalty: 3777.676514
	Iteration 10Q: 3 clusters Score -213505.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -213510.500000 Penalty: 3777.676514
	Iteration 11Q: 3 clusters Score -213510.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -213512.343750 Penalty: 3777.676514
	Iteration 12Q: 3 clusters Score -213512.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -213512.343750 Penalty: 3777.676514
	Iteration 13F: 3 clusters Score -213512.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (200396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200396 members 
Entering Unmasked Estep 
Score: -24395246.000000 Penalty: 3027.596680
	Iteration 0F: 2 clusters Score -2.439525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100369 members 
Mstep: Class 2 contains 100027 members 
Entering Unmasked Estep 
Score: -24264862.000000 Penalty: 6055.193359
	Iteration 0F: 3 clusters Score -2.426486e+07 nChanged 96551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103026 members 
Mstep: Class 2 contains 97370 members 
Entering Unmasked Estep 
Score: -24321368.000000 Penalty: 6055.193359
	Iteration 1F: 3 clusters Score -2.432137e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104797 members 
Mstep: Class 2 contains 95599 members 
Entering Unmasked Estep 
Score: -24322406.000000 Penalty: 6055.193359
	Iteration 2Q: 3 clusters Score -2.432241e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107515 members 
Mstep: Class 2 contains 92881 members 
Entering Unmasked Estep 
Score: -24323368.000000 Penalty: 6055.193359
	Iteration 3Q: 3 clusters Score -2.432337e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111735 members 
Mstep: Class 2 contains 88661 members 
Entering Unmasked Estep 
Score: -24325258.000000 Penalty: 6055.193359
	Iteration 4Q: 3 clusters Score -2.432526e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117894 members 
Mstep: Class 2 contains 82502 members 
Entering Unmasked Estep 
Score: -24328102.000000 Penalty: 6055.193359
	Iteration 5Q: 3 clusters Score -2.43281e+07 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127078 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -24333244.000000 Penalty: 6055.193359
	Iteration 6Q: 3 clusters Score -2.433324e+07 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139651 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -24341960.000000 Penalty: 6055.193359
	Iteration 7F: 3 clusters Score -2.434196e+07 nChanged 15617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155094 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -24354660.000000 Penalty: 6055.193359
	Iteration 8F: 3 clusters Score -2.435466e+07 nChanged 15930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170942 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -24368172.000000 Penalty: 6055.193359
	Iteration 9F: 3 clusters Score -2.436817e+07 nChanged 12611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183529 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -24379120.000000 Penalty: 6055.193359
	Iteration 10F: 3 clusters Score -2.437912e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191479 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -24385956.000000 Penalty: 6055.193359
	Iteration 11Q: 3 clusters Score -2.438596e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195786 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -24389386.000000 Penalty: 6055.193359
	Iteration 12Q: 3 clusters Score -2.438939e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197765 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -24390938.000000 Penalty: 6055.193359
	Iteration 13Q: 3 clusters Score -2.439094e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198727 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -24391620.000000 Penalty: 6055.193359
	Iteration 14Q: 3 clusters Score -2.439162e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199195 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -24392038.000000 Penalty: 6055.193359
	Iteration 15Q: 3 clusters Score -2.439204e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199425 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -24392212.000000 Penalty: 6055.193359
	Iteration 16Q: 3 clusters Score -2.439221e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199542 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -24392326.000000 Penalty: 6055.193359
	Iteration 17Q: 3 clusters Score -2.439233e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199617 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -24392414.000000 Penalty: 6055.193359
	Iteration 18Q: 3 clusters Score -2.439241e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199669 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -24392478.000000 Penalty: 6055.193359
	Iteration 19Q: 3 clusters Score -2.439248e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199707 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -24392544.000000 Penalty: 6055.193359
	Iteration 20F: 3 clusters Score -2.439254e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199751 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -24392572.000000 Penalty: 6055.193359
	Iteration 21Q: 3 clusters Score -2.439257e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199774 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -24392592.000000 Penalty: 6055.193359
	Iteration 22Q: 3 clusters Score -2.439259e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199786 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -24392618.000000 Penalty: 6055.193359
	Iteration 23Q: 3 clusters Score -2.439262e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199794 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -24392630.000000 Penalty: 6055.193359
	Iteration 24Q: 3 clusters Score -2.439263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199798 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -24392620.000000 Penalty: 6055.193359
	Iteration 25Q: 3 clusters Score -2.439262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199807 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -24392636.000000 Penalty: 6055.193359
	Iteration 26Q: 3 clusters Score -2.439264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199813 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -24392662.000000 Penalty: 6055.193359
	Iteration 27Q: 3 clusters Score -2.439266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199814 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -24392660.000000 Penalty: 6055.193359
	Iteration 28Q: 3 clusters Score -2.439266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199815 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -24392660.000000 Penalty: 6055.193359
	Iteration 29Q: 3 clusters Score -2.439266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199816 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -24392666.000000 Penalty: 6055.193359
	Iteration 30Q: 3 clusters Score -2.439267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199821 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -24392670.000000 Penalty: 6055.193359
	Iteration 31Q: 3 clusters Score -2.439267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199822 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -24392676.000000 Penalty: 6055.193359
	Iteration 32Q: 3 clusters Score -2.439268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199822 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -24392676.000000 Penalty: 6055.193359
	Iteration 33F: 3 clusters Score -2.439268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (130069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130069 members 
Entering Unmasked Estep 
Score: -15778701.000000 Penalty: 2920.403564
	Iteration 0F: 2 clusters Score -1.57787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 64984 members 
Entering Unmasked Estep 
Score: -15691630.000000 Penalty: 5840.807129
	Iteration 0F: 3 clusters Score -1.569163e+07 nChanged 61974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -15727576.000000 Penalty: 5840.807129
	Iteration 1F: 3 clusters Score -1.572758e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 63526 members 
Entering Unmasked Estep 
Score: -15728423.000000 Penalty: 5840.807129
	Iteration 2Q: 3 clusters Score -1.572842e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67128 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -15729576.000000 Penalty: 5840.807129
	Iteration 3Q: 3 clusters Score -1.572958e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -15731230.000000 Penalty: 5840.807129
	Iteration 4Q: 3 clusters Score -1.573123e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 61282 members 
Entering Unmasked Estep 
Score: -15733480.000000 Penalty: 5840.807129
	Iteration 5Q: 3 clusters Score -1.573348e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69787 members 
Mstep: Class 2 contains 60282 members 
Entering Unmasked Estep 
Score: -15737372.000000 Penalty: 5840.807129
	Iteration 6Q: 3 clusters Score -1.573737e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70607 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -15743204.000000 Penalty: 5840.807129
	Iteration 7F: 3 clusters Score -1.57432e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 59322 members 
Entering Unmasked Estep 
Score: -15750207.000000 Penalty: 5840.807129
	Iteration 8F: 3 clusters Score -1.575021e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Mstep: Class 2 contains 59934 members 
Entering Unmasked Estep 
Score: -15756704.000000 Penalty: 5840.807129
	Iteration 9F: 3 clusters Score -1.57567e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -15760613.000000 Penalty: 5840.807129
	Iteration 10F: 3 clusters Score -1.576061e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67856 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -15762421.000000 Penalty: 5840.807129
	Iteration 11Q: 3 clusters Score -1.576242e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66566 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -15763296.000000 Penalty: 5840.807129
	Iteration 12Q: 3 clusters Score -1.57633e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65208 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -15763990.000000 Penalty: 5840.807129
	Iteration 13Q: 3 clusters Score -1.576399e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63810 members 
Mstep: Class 2 contains 66259 members 
Entering Unmasked Estep 
Score: -15764570.000000 Penalty: 5840.807129
	Iteration 14Q: 3 clusters Score -1.576457e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 67687 members 
Entering Unmasked Estep 
Score: -15765099.000000 Penalty: 5840.807129
	Iteration 15Q: 3 clusters Score -1.57651e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 69170 members 
Entering Unmasked Estep 
Score: -15765643.000000 Penalty: 5840.807129
	Iteration 16Q: 3 clusters Score -1.576564e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59483 members 
Mstep: Class 2 contains 70586 members 
Entering Unmasked Estep 
Score: -15766159.000000 Penalty: 5840.807129
	Iteration 17Q: 3 clusters Score -1.576616e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 71976 members 
Entering Unmasked Estep 
Score: -15766496.000000 Penalty: 5840.807129
	Iteration 18Q: 3 clusters Score -1.57665e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 73434 members 
Entering Unmasked Estep 
Score: -15766780.000000 Penalty: 5840.807129
	Iteration 19Q: 3 clusters Score -1.576678e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 74887 members 
Entering Unmasked Estep 
Score: -15767189.000000 Penalty: 5840.807129
	Iteration 20F: 3 clusters Score -1.576719e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -15767606.000000 Penalty: 5840.807129
	Iteration 21Q: 3 clusters Score -1.576761e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 77680 members 
Entering Unmasked Estep 
Score: -15767933.000000 Penalty: 5840.807129
	Iteration 22Q: 3 clusters Score -1.576793e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -15768249.000000 Penalty: 5840.807129
	Iteration 23Q: 3 clusters Score -1.576825e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 80309 members 
Entering Unmasked Estep 
Score: -15768536.000000 Penalty: 5840.807129
	Iteration 24Q: 3 clusters Score -1.576854e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 81597 members 
Entering Unmasked Estep 
Score: -15768858.000000 Penalty: 5840.807129
	Iteration 25Q: 3 clusters Score -1.576886e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 82855 members 
Entering Unmasked Estep 
Score: -15769112.000000 Penalty: 5840.807129
	Iteration 26Q: 3 clusters Score -1.576911e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 84128 members 
Entering Unmasked Estep 
Score: -15769370.000000 Penalty: 5840.807129
	Iteration 27Q: 3 clusters Score -1.576937e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 85394 members 
Entering Unmasked Estep 
Score: -15769654.000000 Penalty: 5840.807129
	Iteration 28Q: 3 clusters Score -1.576965e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 86639 members 
Entering Unmasked Estep 
Score: -15769876.000000 Penalty: 5840.807129
	Iteration 29Q: 3 clusters Score -1.576988e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -15770167.000000 Penalty: 5840.807129
	Iteration 30Q: 3 clusters Score -1.577017e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 89176 members 
Entering Unmasked Estep 
Score: -15770404.000000 Penalty: 5840.807129
	Iteration 31Q: 3 clusters Score -1.57704e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 90444 members 
Entering Unmasked Estep 
Score: -15770672.000000 Penalty: 5840.807129
	Iteration 32Q: 3 clusters Score -1.577067e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 91657 members 
Entering Unmasked Estep 
Score: -15770859.000000 Penalty: 5840.807129
	Iteration 33Q: 3 clusters Score -1.577086e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 92871 members 
Entering Unmasked Estep 
Score: -15771169.000000 Penalty: 5840.807129
	Iteration 34Q: 3 clusters Score -1.577117e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 94081 members 
Entering Unmasked Estep 
Score: -15771457.000000 Penalty: 5840.807129
	Iteration 35Q: 3 clusters Score -1.577146e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 95290 members 
Entering Unmasked Estep 
Score: -15771711.000000 Penalty: 5840.807129
	Iteration 36Q: 3 clusters Score -1.577171e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -15771961.000000 Penalty: 5840.807129
	Iteration 37Q: 3 clusters Score -1.577196e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 97598 members 
Entering Unmasked Estep 
Score: -15772134.000000 Penalty: 5840.807129
	Iteration 38Q: 3 clusters Score -1.577213e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 98668 members 
Entering Unmasked Estep 
Score: -15772364.000000 Penalty: 5840.807129
	Iteration 39Q: 3 clusters Score -1.577236e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 99685 members 
Entering Unmasked Estep 
Score: -15772488.000000 Penalty: 5840.807129
	Iteration 40F: 3 clusters Score -1.577249e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 100618 members 
Entering Unmasked Estep 
Score: -15772635.000000 Penalty: 5840.807129
	Iteration 41Q: 3 clusters Score -1.577264e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 101545 members 
Entering Unmasked Estep 
Score: -15772846.000000 Penalty: 5840.807129
	Iteration 42Q: 3 clusters Score -1.577285e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 102459 members 
Entering Unmasked Estep 
Score: -15773098.000000 Penalty: 5840.807129
	Iteration 43Q: 3 clusters Score -1.57731e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 103312 members 
Entering Unmasked Estep 
Score: -15773240.000000 Penalty: 5840.807129
	Iteration 44Q: 3 clusters Score -1.577324e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 104113 members 
Entering Unmasked Estep 
Score: -15773400.000000 Penalty: 5840.807129
	Iteration 45Q: 3 clusters Score -1.57734e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 104892 members 
Entering Unmasked Estep 
Score: -15773578.000000 Penalty: 5840.807129
	Iteration 46Q: 3 clusters Score -1.577358e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 105672 members 
Entering Unmasked Estep 
Score: -15773705.000000 Penalty: 5840.807129
	Iteration 47Q: 3 clusters Score -1.57737e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 106423 members 
Entering Unmasked Estep 
Score: -15773812.000000 Penalty: 5840.807129
	Iteration 48Q: 3 clusters Score -1.577381e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 107180 members 
Entering Unmasked Estep 
Score: -15773977.000000 Penalty: 5840.807129
	Iteration 49Q: 3 clusters Score -1.577398e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 107878 members 
Entering Unmasked Estep 
Score: -15774150.000000 Penalty: 5840.807129
	Iteration 50Q: 3 clusters Score -1.577415e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 108531 members 
Entering Unmasked Estep 
Score: -15774218.000000 Penalty: 5840.807129
	Iteration 51Q: 3 clusters Score -1.577422e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 109151 members 
Entering Unmasked Estep 
Score: -15774309.000000 Penalty: 5840.807129
	Iteration 52Q: 3 clusters Score -1.577431e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 109760 members 
Entering Unmasked Estep 
Score: -15774400.000000 Penalty: 5840.807129
	Iteration 53Q: 3 clusters Score -1.57744e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 110325 members 
Entering Unmasked Estep 
Score: -15774483.000000 Penalty: 5840.807129
	Iteration 54Q: 3 clusters Score -1.577448e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 110857 members 
Entering Unmasked Estep 
Score: -15774562.000000 Penalty: 5840.807129
	Iteration 55Q: 3 clusters Score -1.577456e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 111342 members 
Entering Unmasked Estep 
Score: -15774639.000000 Penalty: 5840.807129
	Iteration 56Q: 3 clusters Score -1.577464e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 111797 members 
Entering Unmasked Estep 
Score: -15774726.000000 Penalty: 5840.807129
	Iteration 57Q: 3 clusters Score -1.577473e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 112205 members 
Entering Unmasked Estep 
Score: -15774771.000000 Penalty: 5840.807129
	Iteration 58Q: 3 clusters Score -1.577477e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 112596 members 
Entering Unmasked Estep 
Score: -15774826.000000 Penalty: 5840.807129
	Iteration 59Q: 3 clusters Score -1.577483e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 112953 members 
Entering Unmasked Estep 
Score: -15774888.000000 Penalty: 5840.807129
	Iteration 60F: 3 clusters Score -1.577489e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 113287 members 
Entering Unmasked Estep 
Score: -15774923.000000 Penalty: 5840.807129
	Iteration 61Q: 3 clusters Score -1.577492e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 113638 members 
Entering Unmasked Estep 
Score: -15774973.000000 Penalty: 5840.807129
	Iteration 62Q: 3 clusters Score -1.577497e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 113989 members 
Entering Unmasked Estep 
Score: -15775019.000000 Penalty: 5840.807129
	Iteration 63Q: 3 clusters Score -1.577502e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 114309 members 
Entering Unmasked Estep 
Score: -15775054.000000 Penalty: 5840.807129
	Iteration 64Q: 3 clusters Score -1.577505e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 114627 members 
Entering Unmasked Estep 
Score: -15775069.000000 Penalty: 5840.807129
	Iteration 65Q: 3 clusters Score -1.577507e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 114951 members 
Entering Unmasked Estep 
Score: -15775137.000000 Penalty: 5840.807129
	Iteration 66Q: 3 clusters Score -1.577514e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 115272 members 
Entering Unmasked Estep 
Score: -15775180.000000 Penalty: 5840.807129
	Iteration 67Q: 3 clusters Score -1.577518e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 115594 members 
Entering Unmasked Estep 
Score: -15775277.000000 Penalty: 5840.807129
	Iteration 68Q: 3 clusters Score -1.577528e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 115889 members 
Entering Unmasked Estep 
Score: -15775328.000000 Penalty: 5840.807129
	Iteration 69Q: 3 clusters Score -1.577533e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 116165 members 
Entering Unmasked Estep 
Score: -15775375.000000 Penalty: 5840.807129
	Iteration 70Q: 3 clusters Score -1.577538e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 116440 members 
Entering Unmasked Estep 
Score: -15775463.000000 Penalty: 5840.807129
	Iteration 71Q: 3 clusters Score -1.577546e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 116690 members 
Entering Unmasked Estep 
Score: -15775471.000000 Penalty: 5840.807129
	Iteration 72Q: 3 clusters Score -1.577547e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 116938 members 
Entering Unmasked Estep 
Score: -15775525.000000 Penalty: 5840.807129
	Iteration 73Q: 3 clusters Score -1.577552e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 117173 members 
Entering Unmasked Estep 
Score: -15775574.000000 Penalty: 5840.807129
	Iteration 74Q: 3 clusters Score -1.577557e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 117411 members 
Entering Unmasked Estep 
Score: -15775597.000000 Penalty: 5840.807129
	Iteration 75Q: 3 clusters Score -1.57756e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 117633 members 
Entering Unmasked Estep 
Score: -15775671.000000 Penalty: 5840.807129
	Iteration 76Q: 3 clusters Score -1.577567e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 117852 members 
Entering Unmasked Estep 
Score: -15775691.000000 Penalty: 5840.807129
	Iteration 77Q: 3 clusters Score -1.577569e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 118048 members 
Entering Unmasked Estep 
Score: -15775730.000000 Penalty: 5840.807129
	Iteration 78Q: 3 clusters Score -1.577573e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 118232 members 
Entering Unmasked Estep 
Score: -15775769.000000 Penalty: 5840.807129
	Iteration 79Q: 3 clusters Score -1.577577e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 118399 members 
Entering Unmasked Estep 
Score: -15775803.000000 Penalty: 5840.807129
	Iteration 80F: 3 clusters Score -1.57758e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 118559 members 
Entering Unmasked Estep 
Score: -15775832.000000 Penalty: 5840.807129
	Iteration 81Q: 3 clusters Score -1.577583e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 118707 members 
Entering Unmasked Estep 
Score: -15775823.000000 Penalty: 5840.807129
	Iteration 82Q: 3 clusters Score -1.577582e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 118837 members 
Entering Unmasked Estep 
Score: -15775839.000000 Penalty: 5840.807129
	Iteration 83Q: 3 clusters Score -1.577584e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 118955 members 
Entering Unmasked Estep 
Score: -15775849.000000 Penalty: 5840.807129
	Iteration 84Q: 3 clusters Score -1.577585e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 119065 members 
Entering Unmasked Estep 
Score: -15775877.000000 Penalty: 5840.807129
	Iteration 85Q: 3 clusters Score -1.577588e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 119187 members 
Entering Unmasked Estep 
Score: -15775858.000000 Penalty: 5840.807129
	Iteration 86Q: 3 clusters Score -1.577586e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 119280 members 
Entering Unmasked Estep 
Score: -15775880.000000 Penalty: 5840.807129
	Iteration 87Q: 3 clusters Score -1.577588e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 119374 members 
Entering Unmasked Estep 
Score: -15775884.000000 Penalty: 5840.807129
	Iteration 88Q: 3 clusters Score -1.577588e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 119475 members 
Entering Unmasked Estep 
Score: -15775911.000000 Penalty: 5840.807129
	Iteration 89Q: 3 clusters Score -1.577591e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 119563 members 
Entering Unmasked Estep 
Score: -15775899.000000 Penalty: 5840.807129
	Iteration 90Q: 3 clusters Score -1.57759e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 119650 members 
Entering Unmasked Estep 
Score: -15775886.000000 Penalty: 5840.807129
	Iteration 91Q: 3 clusters Score -1.577589e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 119727 members 
Entering Unmasked Estep 
Score: -15775894.000000 Penalty: 5840.807129
	Iteration 92Q: 3 clusters Score -1.577589e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 119798 members 
Entering Unmasked Estep 
Score: -15775923.000000 Penalty: 5840.807129
	Iteration 93Q: 3 clusters Score -1.577592e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 119866 members 
Entering Unmasked Estep 
Score: -15775919.000000 Penalty: 5840.807129
	Iteration 94Q: 3 clusters Score -1.577592e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 119925 members 
Entering Unmasked Estep 
Score: -15775885.000000 Penalty: 5840.807129
	Iteration 95Q: 3 clusters Score -1.577588e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 119976 members 
Entering Unmasked Estep 
Score: -15775893.000000 Penalty: 5840.807129
	Iteration 96Q: 3 clusters Score -1.577589e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 120027 members 
Entering Unmasked Estep 
Score: -15775896.000000 Penalty: 5840.807129
	Iteration 97Q: 3 clusters Score -1.57759e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 120072 members 
Entering Unmasked Estep 
Score: -15775889.000000 Penalty: 5840.807129
	Iteration 98Q: 3 clusters Score -1.577589e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 120117 members 
Entering Unmasked Estep 
Score: -15775917.000000 Penalty: 5840.807129
	Iteration 99Q: 3 clusters Score -1.577592e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 120154 members 
Entering Unmasked Estep 
Score: -15775906.000000 Penalty: 5840.807129
	Iteration 100F: 3 clusters Score -1.577591e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 120183 members 
Entering Unmasked Estep 
Score: -15775905.000000 Penalty: 5840.807129
	Iteration 101Q: 3 clusters Score -1.57759e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 120214 members 
Entering Unmasked Estep 
Score: -15775913.000000 Penalty: 5840.807129
	Iteration 102Q: 3 clusters Score -1.577591e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 120245 members 
Entering Unmasked Estep 
Score: -15775903.000000 Penalty: 5840.807129
	Iteration 103Q: 3 clusters Score -1.57759e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 120285 members 
Entering Unmasked Estep 
Score: -15775868.000000 Penalty: 5840.807129
	Iteration 104Q: 3 clusters Score -1.577587e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 120330 members 
Entering Unmasked Estep 
Score: -15775873.000000 Penalty: 5840.807129
	Iteration 105Q: 3 clusters Score -1.577587e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 120377 members 
Entering Unmasked Estep 
Score: -15775893.000000 Penalty: 5840.807129
	Iteration 106Q: 3 clusters Score -1.577589e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 120428 members 
Entering Unmasked Estep 
Score: -15775918.000000 Penalty: 5840.807129
	Iteration 107Q: 3 clusters Score -1.577592e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 120472 members 
Entering Unmasked Estep 
Score: -15775923.000000 Penalty: 5840.807129
	Iteration 108Q: 3 clusters Score -1.577592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 120504 members 
Entering Unmasked Estep 
Score: -15775921.000000 Penalty: 5840.807129
	Iteration 109Q: 3 clusters Score -1.577592e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 120539 members 
Entering Unmasked Estep 
Score: -15775932.000000 Penalty: 5840.807129
	Iteration 110Q: 3 clusters Score -1.577593e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 120578 members 
Entering Unmasked Estep 
Score: -15775916.000000 Penalty: 5840.807129
	Iteration 111Q: 3 clusters Score -1.577592e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 120626 members 
Entering Unmasked Estep 
Score: -15775931.000000 Penalty: 5840.807129
	Iteration 112Q: 3 clusters Score -1.577593e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 120666 members 
Entering Unmasked Estep 
Score: -15775936.000000 Penalty: 5840.807129
	Iteration 113Q: 3 clusters Score -1.577594e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 120702 members 
Entering Unmasked Estep 
Score: -15775930.000000 Penalty: 5840.807129
	Iteration 114Q: 3 clusters Score -1.577593e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 120738 members 
Entering Unmasked Estep 
Score: -15775936.000000 Penalty: 5840.807129
	Iteration 115Q: 3 clusters Score -1.577594e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 120780 members 
Entering Unmasked Estep 
Score: -15775926.000000 Penalty: 5840.807129
	Iteration 116Q: 3 clusters Score -1.577593e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 120820 members 
Entering Unmasked Estep 
Score: -15775944.000000 Penalty: 5840.807129
	Iteration 117Q: 3 clusters Score -1.577594e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 120868 members 
Entering Unmasked Estep 
Score: -15775926.000000 Penalty: 5840.807129
	Iteration 118Q: 3 clusters Score -1.577593e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 120920 members 
Entering Unmasked Estep 
Score: -15775932.000000 Penalty: 5840.807129
	Iteration 119Q: 3 clusters Score -1.577593e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 120976 members 
Entering Unmasked Estep 
Score: -15775945.000000 Penalty: 5840.807129
	Iteration 120F: 3 clusters Score -1.577594e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 121037 members 
Entering Unmasked Estep 
Score: -15775953.000000 Penalty: 5840.807129
	Iteration 121Q: 3 clusters Score -1.577595e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 121088 members 
Entering Unmasked Estep 
Score: -15775954.000000 Penalty: 5840.807129
	Iteration 122Q: 3 clusters Score -1.577595e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 121136 members 
Entering Unmasked Estep 
Score: -15775947.000000 Penalty: 5840.807129
	Iteration 123Q: 3 clusters Score -1.577595e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 121183 members 
Entering Unmasked Estep 
Score: -15775948.000000 Penalty: 5840.807129
	Iteration 124Q: 3 clusters Score -1.577595e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 121230 members 
Entering Unmasked Estep 
Score: -15775955.000000 Penalty: 5840.807129
	Iteration 125Q: 3 clusters Score -1.577596e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 121290 members 
Entering Unmasked Estep 
Score: -15775971.000000 Penalty: 5840.807129
	Iteration 126Q: 3 clusters Score -1.577597e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 121358 members 
Entering Unmasked Estep 
Score: -15775968.000000 Penalty: 5840.807129
	Iteration 127Q: 3 clusters Score -1.577597e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 121432 members 
Entering Unmasked Estep 
Score: -15775986.000000 Penalty: 5840.807129
	Iteration 128Q: 3 clusters Score -1.577599e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 121499 members 
Entering Unmasked Estep 
Score: -15776003.000000 Penalty: 5840.807129
	Iteration 129Q: 3 clusters Score -1.5776e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 121564 members 
Entering Unmasked Estep 
Score: -15776008.000000 Penalty: 5840.807129
	Iteration 130Q: 3 clusters Score -1.577601e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 121623 members 
Entering Unmasked Estep 
Score: -15776018.000000 Penalty: 5840.807129
	Iteration 131Q: 3 clusters Score -1.577602e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 121678 members 
Entering Unmasked Estep 
Score: -15776013.000000 Penalty: 5840.807129
	Iteration 132Q: 3 clusters Score -1.577601e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 121729 members 
Entering Unmasked Estep 
Score: -15776017.000000 Penalty: 5840.807129
	Iteration 133Q: 3 clusters Score -1.577602e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 121778 members 
Entering Unmasked Estep 
Score: -15776015.000000 Penalty: 5840.807129
	Iteration 134Q: 3 clusters Score -1.577602e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 121817 members 
Entering Unmasked Estep 
Score: -15775993.000000 Penalty: 5840.807129
	Iteration 135Q: 3 clusters Score -1.577599e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 121848 members 
Entering Unmasked Estep 
Score: -15776016.000000 Penalty: 5840.807129
	Iteration 136Q: 3 clusters Score -1.577602e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 121875 members 
Entering Unmasked Estep 
Score: -15776017.000000 Penalty: 5840.807129
	Iteration 137Q: 3 clusters Score -1.577602e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 121898 members 
Entering Unmasked Estep 
Score: -15776040.000000 Penalty: 5840.807129
	Iteration 138Q: 3 clusters Score -1.577604e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 121919 members 
Entering Unmasked Estep 
Score: -15776037.000000 Penalty: 5840.807129
	Iteration 139Q: 3 clusters Score -1.577604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 121936 members 
Entering Unmasked Estep 
Score: -15776031.000000 Penalty: 5840.807129
	Iteration 140F: 3 clusters Score -1.577603e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 121962 members 
Entering Unmasked Estep 
Score: -15776044.000000 Penalty: 5840.807129
	Iteration 141Q: 3 clusters Score -1.577604e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 121994 members 
Entering Unmasked Estep 
Score: -15776056.000000 Penalty: 5840.807129
	Iteration 142Q: 3 clusters Score -1.577606e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 122026 members 
Entering Unmasked Estep 
Score: -15776053.000000 Penalty: 5840.807129
	Iteration 143Q: 3 clusters Score -1.577605e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 122055 members 
Entering Unmasked Estep 
Score: -15776074.000000 Penalty: 5840.807129
	Iteration 144Q: 3 clusters Score -1.577607e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 122080 members 
Entering Unmasked Estep 
Score: -15776083.000000 Penalty: 5840.807129
	Iteration 145Q: 3 clusters Score -1.577608e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 122105 members 
Entering Unmasked Estep 
Score: -15776097.000000 Penalty: 5840.807129
	Iteration 146Q: 3 clusters Score -1.57761e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 122132 members 
Entering Unmasked Estep 
Score: -15776099.000000 Penalty: 5840.807129
	Iteration 147Q: 3 clusters Score -1.57761e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 122160 members 
Entering Unmasked Estep 
Score: -15776104.000000 Penalty: 5840.807129
	Iteration 148Q: 3 clusters Score -1.57761e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 122184 members 
Entering Unmasked Estep 
Score: -15776092.000000 Penalty: 5840.807129
	Iteration 149Q: 3 clusters Score -1.577609e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 122204 members 
Entering Unmasked Estep 
Score: -15776097.000000 Penalty: 5840.807129
	Iteration 150Q: 3 clusters Score -1.57761e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 122229 members 
Entering Unmasked Estep 
Score: -15776074.000000 Penalty: 5840.807129
	Iteration 151Q: 3 clusters Score -1.577607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 122253 members 
Entering Unmasked Estep 
Score: -15776064.000000 Penalty: 5840.807129
	Iteration 152Q: 3 clusters Score -1.577606e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 122274 members 
Entering Unmasked Estep 
Score: -15776057.000000 Penalty: 5840.807129
	Iteration 153Q: 3 clusters Score -1.577606e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 122300 members 
Entering Unmasked Estep 
Score: -15776082.000000 Penalty: 5840.807129
	Iteration 154Q: 3 clusters Score -1.577608e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 122323 members 
Entering Unmasked Estep 
Score: -15776071.000000 Penalty: 5840.807129
	Iteration 155Q: 3 clusters Score -1.577607e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 122345 members 
Entering Unmasked Estep 
Score: -15776082.000000 Penalty: 5840.807129
	Iteration 156Q: 3 clusters Score -1.577608e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 122367 members 
Entering Unmasked Estep 
Score: -15776091.000000 Penalty: 5840.807129
	Iteration 157Q: 3 clusters Score -1.577609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 122386 members 
Entering Unmasked Estep 
Score: -15776081.000000 Penalty: 5840.807129
	Iteration 158Q: 3 clusters Score -1.577608e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 122408 members 
Entering Unmasked Estep 
Score: -15776080.000000 Penalty: 5840.807129
	Iteration 159Q: 3 clusters Score -1.577608e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 122433 members 
Entering Unmasked Estep 
Score: -15776092.000000 Penalty: 5840.807129
	Iteration 160F: 3 clusters Score -1.577609e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 122464 members 
Entering Unmasked Estep 
Score: -15776075.000000 Penalty: 5840.807129
	Iteration 161Q: 3 clusters Score -1.577608e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 122493 members 
Entering Unmasked Estep 
Score: -15776084.000000 Penalty: 5840.807129
	Iteration 162Q: 3 clusters Score -1.577608e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 122517 members 
Entering Unmasked Estep 
Score: -15776103.000000 Penalty: 5840.807129
	Iteration 163Q: 3 clusters Score -1.57761e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 122538 members 
Entering Unmasked Estep 
Score: -15776082.000000 Penalty: 5840.807129
	Iteration 164Q: 3 clusters Score -1.577608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 122551 members 
Entering Unmasked Estep 
Score: -15776086.000000 Penalty: 5840.807129
	Iteration 165Q: 3 clusters Score -1.577609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 122567 members 
Entering Unmasked Estep 
Score: -15776097.000000 Penalty: 5840.807129
	Iteration 166Q: 3 clusters Score -1.57761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 122578 members 
Entering Unmasked Estep 
Score: -15776082.000000 Penalty: 5840.807129
	Iteration 167Q: 3 clusters Score -1.577608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 122591 members 
Entering Unmasked Estep 
Score: -15776087.000000 Penalty: 5840.807129
	Iteration 168Q: 3 clusters Score -1.577609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 122603 members 
Entering Unmasked Estep 
Score: -15776086.000000 Penalty: 5840.807129
	Iteration 169Q: 3 clusters Score -1.577609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 122610 members 
Entering Unmasked Estep 
Score: -15776083.000000 Penalty: 5840.807129
	Iteration 170Q: 3 clusters Score -1.577608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 122615 members 
Entering Unmasked Estep 
Score: -15776082.000000 Penalty: 5840.807129
	Iteration 171Q: 3 clusters Score -1.577608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 122620 members 
Entering Unmasked Estep 
Score: -15776087.000000 Penalty: 5840.807129
	Iteration 172Q: 3 clusters Score -1.577609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 122623 members 
Entering Unmasked Estep 
Score: -15776091.000000 Penalty: 5840.807129
	Iteration 173Q: 3 clusters Score -1.577609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 122624 members 
Entering Unmasked Estep 
Score: -15776088.000000 Penalty: 5840.807129
	Iteration 174Q: 3 clusters Score -1.577609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 122625 members 
Entering Unmasked Estep 
Score: -15776091.000000 Penalty: 5840.807129
	Iteration 175Q: 3 clusters Score -1.577609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 122625 members 
Entering Unmasked Estep 
Score: -15776091.000000 Penalty: 5840.807129
	Iteration 176F: 3 clusters Score -1.577609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Entering Unmasked Estep 
Score: -105930.351562 Penalty: 1722.850098
	Iteration 0F: 2 clusters Score -105930.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -103979.375000 Penalty: 3445.700195
	Iteration 0F: 3 clusters Score -103979.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -104290.789062 Penalty: 3445.700195
	Iteration 1F: 3 clusters Score -104290.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -104381.835938 Penalty: 3445.700195
	Iteration 2F: 3 clusters Score -104381.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -104440.390625 Penalty: 3445.700195
	Iteration 3Q: 3 clusters Score -104440.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -104505.101562 Penalty: 3445.700195
	Iteration 4Q: 3 clusters Score -104505.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -104549.929688 Penalty: 3445.700195
	Iteration 5Q: 3 clusters Score -104549.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -104591.945312 Penalty: 3445.700195
	Iteration 6Q: 3 clusters Score -104591.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -104628.710938 Penalty: 3445.700195
	Iteration 7Q: 3 clusters Score -104628.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -104650.062500 Penalty: 3445.700195
	Iteration 8Q: 3 clusters Score -104650.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -104676.710938 Penalty: 3445.700195
	Iteration 9Q: 3 clusters Score -104676.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -104691.960938 Penalty: 3445.700195
	Iteration 10Q: 3 clusters Score -104692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -104702.085938 Penalty: 3445.700195
	Iteration 11Q: 3 clusters Score -104702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -104706.976562 Penalty: 3445.700195
	Iteration 12Q: 3 clusters Score -104707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -104709.585938 Penalty: 3445.700195
	Iteration 13Q: 3 clusters Score -104709.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -104711.031250 Penalty: 3445.700195
	Iteration 14Q: 3 clusters Score -104711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -104712.085938 Penalty: 3445.700195
	Iteration 15Q: 3 clusters Score -104712.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -104714.500000 Penalty: 3445.700195
	Iteration 16Q: 3 clusters Score -104714.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -104716.992188 Penalty: 3445.700195
	Iteration 17Q: 3 clusters Score -104717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -104716.992188 Penalty: 3445.700195
	Iteration 18F: 3 clusters Score -104717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Entering Unmasked Estep 
Score: -510650.656250 Penalty: 2085.472412
	Iteration 0F: 2 clusters Score -510650.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -506461.968750 Penalty: 4170.944824
	Iteration 0F: 3 clusters Score -506462 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -507450.125000 Penalty: 4170.944824
	Iteration 1F: 3 clusters Score -507450.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -507685.625000 Penalty: 4170.944824
	Iteration 2F: 3 clusters Score -507685.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -507840.593750 Penalty: 4170.944824
	Iteration 3F: 3 clusters Score -507840.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -507958.531250 Penalty: 4170.944824
	Iteration 4Q: 3 clusters Score -507958.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -508054.781250 Penalty: 4170.944824
	Iteration 5Q: 3 clusters Score -508054.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -508136.375000 Penalty: 4170.944824
	Iteration 6Q: 3 clusters Score -508136.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -508209.468750 Penalty: 4170.944824
	Iteration 7Q: 3 clusters Score -508209.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -508263.812500 Penalty: 4170.944824
	Iteration 8Q: 3 clusters Score -508263.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -508302.812500 Penalty: 4170.944824
	Iteration 9Q: 3 clusters Score -508302.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -508337.187500 Penalty: 4170.944824
	Iteration 10Q: 3 clusters Score -508337.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -508371.781250 Penalty: 4170.944824
	Iteration 11Q: 3 clusters Score -508371.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -508402.687500 Penalty: 4170.944824
	Iteration 12Q: 3 clusters Score -508402.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -508437.375000 Penalty: 4170.944824
	Iteration 13Q: 3 clusters Score -508437.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -508473.875000 Penalty: 4170.944824
	Iteration 14Q: 3 clusters Score -508473.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -508499.343750 Penalty: 4170.944824
	Iteration 15Q: 3 clusters Score -508499.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -508528.906250 Penalty: 4170.944824
	Iteration 16Q: 3 clusters Score -508528.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -508553.531250 Penalty: 4170.944824
	Iteration 17Q: 3 clusters Score -508553.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -508575.531250 Penalty: 4170.944824
	Iteration 18Q: 3 clusters Score -508575.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -508592.968750 Penalty: 4170.944824
	Iteration 19Q: 3 clusters Score -508593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -508605.031250 Penalty: 4170.944824
	Iteration 20F: 3 clusters Score -508605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -508619.312500 Penalty: 4170.944824
	Iteration 21Q: 3 clusters Score -508619.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -508630.406250 Penalty: 4170.944824
	Iteration 22Q: 3 clusters Score -508630.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -508639.593750 Penalty: 4170.944824
	Iteration 23Q: 3 clusters Score -508639.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -508644.125000 Penalty: 4170.944824
	Iteration 24Q: 3 clusters Score -508644.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -508646.125000 Penalty: 4170.944824
	Iteration 25Q: 3 clusters Score -508646.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -508652.031250 Penalty: 4170.944824
	Iteration 26Q: 3 clusters Score -508652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -508653.156250 Penalty: 4170.944824
	Iteration 27Q: 3 clusters Score -508653.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -508656.125000 Penalty: 4170.944824
	Iteration 28Q: 3 clusters Score -508656.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -508659.968750 Penalty: 4170.944824
	Iteration 29Q: 3 clusters Score -508660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -508662.937500 Penalty: 4170.944824
	Iteration 30Q: 3 clusters Score -508662.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -508665.656250 Penalty: 4170.944824
	Iteration 31Q: 3 clusters Score -508665.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -508669.000000 Penalty: 4170.944824
	Iteration 32Q: 3 clusters Score -508669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -508672.125000 Penalty: 4170.944824
	Iteration 33Q: 3 clusters Score -508672.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -508673.281250 Penalty: 4170.944824
	Iteration 34Q: 3 clusters Score -508673.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -508674.593750 Penalty: 4170.944824
	Iteration 35Q: 3 clusters Score -508674.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -508676.281250 Penalty: 4170.944824
	Iteration 36Q: 3 clusters Score -508676.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -508677.093750 Penalty: 4170.944824
	Iteration 37Q: 3 clusters Score -508677.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -508679.000000 Penalty: 4170.944824
	Iteration 38Q: 3 clusters Score -508679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -508680.531250 Penalty: 4170.944824
	Iteration 39Q: 3 clusters Score -508680.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -508681.531250 Penalty: 4170.944824
	Iteration 40F: 3 clusters Score -508681.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -508681.875000 Penalty: 4170.944824
	Iteration 41Q: 3 clusters Score -508681.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -508683.593750 Penalty: 4170.944824
	Iteration 42Q: 3 clusters Score -508683.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -508685.000000 Penalty: 4170.944824
	Iteration 43Q: 3 clusters Score -508685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -508686.468750 Penalty: 4170.944824
	Iteration 44Q: 3 clusters Score -508686.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -508687.125000 Penalty: 4170.944824
	Iteration 45Q: 3 clusters Score -508687.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -508688.062500 Penalty: 4170.944824
	Iteration 46Q: 3 clusters Score -508688.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -508690.281250 Penalty: 4170.944824
	Iteration 47Q: 3 clusters Score -508690.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -508693.781250 Penalty: 4170.944824
	Iteration 48Q: 3 clusters Score -508693.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -508697.625000 Penalty: 4170.944824
	Iteration 49Q: 3 clusters Score -508697.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -508700.750000 Penalty: 4170.944824
	Iteration 50Q: 3 clusters Score -508700.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -508703.937500 Penalty: 4170.944824
	Iteration 51Q: 3 clusters Score -508703.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -508704.562500 Penalty: 4170.944824
	Iteration 52Q: 3 clusters Score -508704.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -508710.125000 Penalty: 4170.944824
	Iteration 53Q: 3 clusters Score -508710.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -508717.218750 Penalty: 4170.944824
	Iteration 54Q: 3 clusters Score -508717.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -508723.093750 Penalty: 4170.944824
	Iteration 55Q: 3 clusters Score -508723.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -508727.812500 Penalty: 4170.944824
	Iteration 56Q: 3 clusters Score -508727.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -508730.843750 Penalty: 4170.944824
	Iteration 57Q: 3 clusters Score -508730.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -508733.656250 Penalty: 4170.944824
	Iteration 58Q: 3 clusters Score -508733.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -508734.812500 Penalty: 4170.944824
	Iteration 59Q: 3 clusters Score -508734.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -508735.250000 Penalty: 4170.944824
	Iteration 60F: 3 clusters Score -508735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -508737.187500 Penalty: 4170.944824
	Iteration 61Q: 3 clusters Score -508737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -508737.343750 Penalty: 4170.944824
	Iteration 62Q: 3 clusters Score -508737.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -508738.406250 Penalty: 4170.944824
	Iteration 63Q: 3 clusters Score -508738.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -508738.406250 Penalty: 4170.944824
	Iteration 64F: 3 clusters Score -508738.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Entering Unmasked Estep 
Score: -289557.468750 Penalty: 1956.678833
	Iteration 0F: 2 clusters Score -289557.5 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 1330 members 
Entering Unmasked Estep 
Score: -286479.312500 Penalty: 3913.357666
	Iteration 0F: 3 clusters Score -286479.3 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -287144.625000 Penalty: 3913.357666
	Iteration 1F: 3 clusters Score -287144.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -287313.312500 Penalty: 3913.357666
	Iteration 2F: 3 clusters Score -287313.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -287417.750000 Penalty: 3913.357666
	Iteration 3Q: 3 clusters Score -287417.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -287498.593750 Penalty: 3913.357666
	Iteration 4Q: 3 clusters Score -287498.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -287546.343750 Penalty: 3913.357666
	Iteration 5Q: 3 clusters Score -287546.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -287593.156250 Penalty: 3913.357666
	Iteration 6Q: 3 clusters Score -287593.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -287626.437500 Penalty: 3913.357666
	Iteration 7Q: 3 clusters Score -287626.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -287659.312500 Penalty: 3913.357666
	Iteration 8Q: 3 clusters Score -287659.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -287684.625000 Penalty: 3913.357666
	Iteration 9Q: 3 clusters Score -287684.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -287714.656250 Penalty: 3913.357666
	Iteration 10Q: 3 clusters Score -287714.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -287746.343750 Penalty: 3913.357666
	Iteration 11Q: 3 clusters Score -287746.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -287772.687500 Penalty: 3913.357666
	Iteration 12Q: 3 clusters Score -287772.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -287798.968750 Penalty: 3913.357666
	Iteration 13Q: 3 clusters Score -287799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -287822.187500 Penalty: 3913.357666
	Iteration 14Q: 3 clusters Score -287822.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -287839.781250 Penalty: 3913.357666
	Iteration 15Q: 3 clusters Score -287839.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -287859.062500 Penalty: 3913.357666
	Iteration 16Q: 3 clusters Score -287859.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -287879.062500 Penalty: 3913.357666
	Iteration 17Q: 3 clusters Score -287879.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -287896.031250 Penalty: 3913.357666
	Iteration 18Q: 3 clusters Score -287896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -287911.156250 Penalty: 3913.357666
	Iteration 19Q: 3 clusters Score -287911.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -287934.906250 Penalty: 3913.357666
	Iteration 20F: 3 clusters Score -287934.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -287954.843750 Penalty: 3913.357666
	Iteration 21Q: 3 clusters Score -287954.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -287984.031250 Penalty: 3913.357666
	Iteration 22Q: 3 clusters Score -287984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -288006.875000 Penalty: 3913.357666
	Iteration 23Q: 3 clusters Score -288006.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -288025.906250 Penalty: 3913.357666
	Iteration 24Q: 3 clusters Score -288025.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -288046.906250 Penalty: 3913.357666
	Iteration 25Q: 3 clusters Score -288046.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -288058.937500 Penalty: 3913.357666
	Iteration 26Q: 3 clusters Score -288058.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -288069.093750 Penalty: 3913.357666
	Iteration 27Q: 3 clusters Score -288069.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -288085.687500 Penalty: 3913.357666
	Iteration 28Q: 3 clusters Score -288085.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -288105.937500 Penalty: 3913.357666
	Iteration 29Q: 3 clusters Score -288105.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -288122.375000 Penalty: 3913.357666
	Iteration 30Q: 3 clusters Score -288122.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -288137.593750 Penalty: 3913.357666
	Iteration 31Q: 3 clusters Score -288137.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -288152.937500 Penalty: 3913.357666
	Iteration 32Q: 3 clusters Score -288152.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -288173.093750 Penalty: 3913.357666
	Iteration 33Q: 3 clusters Score -288173.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -288206.281250 Penalty: 3913.357666
	Iteration 34Q: 3 clusters Score -288206.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -288243.843750 Penalty: 3913.357666
	Iteration 35Q: 3 clusters Score -288243.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -288280.718750 Penalty: 3913.357666
	Iteration 36Q: 3 clusters Score -288280.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -288312.968750 Penalty: 3913.357666
	Iteration 37Q: 3 clusters Score -288313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -288332.781250 Penalty: 3913.357666
	Iteration 38Q: 3 clusters Score -288332.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -288356.031250 Penalty: 3913.357666
	Iteration 39Q: 3 clusters Score -288356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -288374.000000 Penalty: 3913.357666
	Iteration 40F: 3 clusters Score -288374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -288385.812500 Penalty: 3913.357666
	Iteration 41Q: 3 clusters Score -288385.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -288393.812500 Penalty: 3913.357666
	Iteration 42Q: 3 clusters Score -288393.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -288403.968750 Penalty: 3913.357666
	Iteration 43Q: 3 clusters Score -288404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -288417.468750 Penalty: 3913.357666
	Iteration 44Q: 3 clusters Score -288417.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -288427.625000 Penalty: 3913.357666
	Iteration 45Q: 3 clusters Score -288427.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -288436.968750 Penalty: 3913.357666
	Iteration 46Q: 3 clusters Score -288437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -288440.843750 Penalty: 3913.357666
	Iteration 47Q: 3 clusters Score -288440.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -288443.875000 Penalty: 3913.357666
	Iteration 48Q: 3 clusters Score -288443.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -288446.062500 Penalty: 3913.357666
	Iteration 49Q: 3 clusters Score -288446.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -288447.437500 Penalty: 3913.357666
	Iteration 50Q: 3 clusters Score -288447.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -288448.812500 Penalty: 3913.357666
	Iteration 51Q: 3 clusters Score -288448.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -288449.375000 Penalty: 3913.357666
	Iteration 52Q: 3 clusters Score -288449.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -288449.375000 Penalty: 3913.357666
	Iteration 53F: 3 clusters Score -288449.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Entering Unmasked Estep 
Score: -7808255.500000 Penalty: 2743.092285
	Iteration 0F: 2 clusters Score -7808256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -7765441.500000 Penalty: 5486.184570
	Iteration 0F: 3 clusters Score -7765442 nChanged 29763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -7782354.500000 Penalty: 5486.184570
	Iteration 1F: 3 clusters Score -7782354 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -7782988.000000 Penalty: 5486.184570
	Iteration 2Q: 3 clusters Score -7782988 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -7783754.500000 Penalty: 5486.184570
	Iteration 3Q: 3 clusters Score -7783754 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -7784770.500000 Penalty: 5486.184570
	Iteration 4Q: 3 clusters Score -7784770 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -7786259.000000 Penalty: 5486.184570
	Iteration 5Q: 3 clusters Score -7786259 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -7788428.500000 Penalty: 5486.184570
	Iteration 6F: 3 clusters Score -7788428 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -7791565.500000 Penalty: 5486.184570
	Iteration 7F: 3 clusters Score -7791566 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -7795481.500000 Penalty: 5486.184570
	Iteration 8F: 3 clusters Score -7795482 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -7799404.500000 Penalty: 5486.184570
	Iteration 9F: 3 clusters Score -7799404 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 60109 members 
Entering Unmasked Estep 
Score: -7802673.500000 Penalty: 5486.184570
	Iteration 10F: 3 clusters Score -7802674 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 62066 members 
Entering Unmasked Estep 
Score: -7804523.000000 Penalty: 5486.184570
	Iteration 11Q: 3 clusters Score -7804523 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 62857 members 
Entering Unmasked Estep 
Score: -7805227.500000 Penalty: 5486.184570
	Iteration 12Q: 3 clusters Score -7805228 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -7805530.500000 Penalty: 5486.184570
	Iteration 13Q: 3 clusters Score -7805530 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 63285 members 
Entering Unmasked Estep 
Score: -7805662.000000 Penalty: 5486.184570
	Iteration 14Q: 3 clusters Score -7805662 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -7805742.500000 Penalty: 5486.184570
	Iteration 15Q: 3 clusters Score -7805742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -7805805.500000 Penalty: 5486.184570
	Iteration 16Q: 3 clusters Score -7805806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -7805826.500000 Penalty: 5486.184570
	Iteration 17Q: 3 clusters Score -7805826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -7805849.500000 Penalty: 5486.184570
	Iteration 18Q: 3 clusters Score -7805850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -7805868.500000 Penalty: 5486.184570
	Iteration 19Q: 3 clusters Score -7805868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -7805880.500000 Penalty: 5486.184570
	Iteration 20F: 3 clusters Score -7805880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -7805890.500000 Penalty: 5486.184570
	Iteration 21Q: 3 clusters Score -7805890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 63396 members 
Entering Unmasked Estep 
Score: -7805894.500000 Penalty: 5486.184570
	Iteration 22Q: 3 clusters Score -7805894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -7805895.500000 Penalty: 5486.184570
	Iteration 23Q: 3 clusters Score -7805896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -7805901.500000 Penalty: 5486.184570
	Iteration 24Q: 3 clusters Score -7805902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -7805912.000000 Penalty: 5486.184570
	Iteration 25Q: 3 clusters Score -7805912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -7805912.000000 Penalty: 5486.184570
	Iteration 26F: 3 clusters Score -7805912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26979.568359 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26979.57 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 151 members 
Entering Unmasked Estep 
Score: -25744.906250 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25744.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25866.580078 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -25866.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25888.537109 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -25888.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25901.207031 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -25901.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25901.523438 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -25901.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25901.523438 Penalty: 2838.898193
	Iteration 5F: 3 clusters Score -25901.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (232512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232512 members 
Entering Unmasked Estep 
Score: -28196920.000000 Penalty: 3064.460938
	Iteration 0F: 2 clusters Score -2.819692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115872 members 
Mstep: Class 2 contains 116640 members 
Entering Unmasked Estep 
Score: -28050736.000000 Penalty: 6128.921875
	Iteration 0F: 3 clusters Score -2.805074e+07 nChanged 112258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107094 members 
Mstep: Class 2 contains 125418 members 
Entering Unmasked Estep 
Score: -28117736.000000 Penalty: 6128.921875
	Iteration 1F: 3 clusters Score -2.811774e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101646 members 
Mstep: Class 2 contains 130866 members 
Entering Unmasked Estep 
Score: -28120108.000000 Penalty: 6128.921875
	Iteration 2Q: 3 clusters Score -2.812011e+07 nChanged 10277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93485 members 
Mstep: Class 2 contains 139027 members 
Entering Unmasked Estep 
Score: -28124106.000000 Penalty: 6128.921875
	Iteration 3Q: 3 clusters Score -2.812411e+07 nChanged 13888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 151109 members 
Entering Unmasked Estep 
Score: -28132032.000000 Penalty: 6128.921875
	Iteration 4F: 3 clusters Score -2.813203e+07 nChanged 17908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 167505 members 
Entering Unmasked Estep 
Score: -28144844.000000 Penalty: 6128.921875
	Iteration 5F: 3 clusters Score -2.814484e+07 nChanged 19610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 186021 members 
Entering Unmasked Estep 
Score: -28161602.000000 Penalty: 6128.921875
	Iteration 6F: 3 clusters Score -2.81616e+07 nChanged 16661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 201910 members 
Entering Unmasked Estep 
Score: -28176274.000000 Penalty: 6128.921875
	Iteration 7F: 3 clusters Score -2.817627e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 211723 members 
Entering Unmasked Estep 
Score: -28184630.000000 Penalty: 6128.921875
	Iteration 8Q: 3 clusters Score -2.818463e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 216819 members 
Entering Unmasked Estep 
Score: -28189166.000000 Penalty: 6128.921875
	Iteration 9Q: 3 clusters Score -2.818917e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 219525 members 
Entering Unmasked Estep 
Score: -28191300.000000 Penalty: 6128.921875
	Iteration 10Q: 3 clusters Score -2.81913e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 221308 members 
Entering Unmasked Estep 
Score: -28192300.000000 Penalty: 6128.921875
	Iteration 11Q: 3 clusters Score -2.81923e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 222728 members 
Entering Unmasked Estep 
Score: -28192832.000000 Penalty: 6128.921875
	Iteration 12Q: 3 clusters Score -2.819283e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 223949 members 
Entering Unmasked Estep 
Score: -28193386.000000 Penalty: 6128.921875
	Iteration 13Q: 3 clusters Score -2.819339e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 224960 members 
Entering Unmasked Estep 
Score: -28193858.000000 Penalty: 6128.921875
	Iteration 14Q: 3 clusters Score -2.819386e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 225802 members 
Entering Unmasked Estep 
Score: -28194214.000000 Penalty: 6128.921875
	Iteration 15Q: 3 clusters Score -2.819421e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 226495 members 
Entering Unmasked Estep 
Score: -28194354.000000 Penalty: 6128.921875
	Iteration 16Q: 3 clusters Score -2.819435e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 227065 members 
Entering Unmasked Estep 
Score: -28194488.000000 Penalty: 6128.921875
	Iteration 17Q: 3 clusters Score -2.819449e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 227536 members 
Entering Unmasked Estep 
Score: -28194698.000000 Penalty: 6128.921875
	Iteration 18Q: 3 clusters Score -2.81947e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 227956 members 
Entering Unmasked Estep 
Score: -28194674.000000 Penalty: 6128.921875
	Iteration 19Q: 3 clusters Score -2.819467e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 228303 members 
Entering Unmasked Estep 
Score: -28194750.000000 Penalty: 6128.921875
	Iteration 20F: 3 clusters Score -2.819475e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 228597 members 
Entering Unmasked Estep 
Score: -28194742.000000 Penalty: 6128.921875
	Iteration 21Q: 3 clusters Score -2.819474e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 228832 members 
Entering Unmasked Estep 
Score: -28194766.000000 Penalty: 6128.921875
	Iteration 22Q: 3 clusters Score -2.819477e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 229031 members 
Entering Unmasked Estep 
Score: -28194762.000000 Penalty: 6128.921875
	Iteration 23Q: 3 clusters Score -2.819476e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 229208 members 
Entering Unmasked Estep 
Score: -28194710.000000 Penalty: 6128.921875
	Iteration 24Q: 3 clusters Score -2.819471e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 229390 members 
Entering Unmasked Estep 
Score: -28194780.000000 Penalty: 6128.921875
	Iteration 25Q: 3 clusters Score -2.819478e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 229544 members 
Entering Unmasked Estep 
Score: -28194826.000000 Penalty: 6128.921875
	Iteration 26Q: 3 clusters Score -2.819483e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 229677 members 
Entering Unmasked Estep 
Score: -28194844.000000 Penalty: 6128.921875
	Iteration 27Q: 3 clusters Score -2.819484e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 229805 members 
Entering Unmasked Estep 
Score: -28194870.000000 Penalty: 6128.921875
	Iteration 28Q: 3 clusters Score -2.819487e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 229917 members 
Entering Unmasked Estep 
Score: -28194924.000000 Penalty: 6128.921875
	Iteration 29Q: 3 clusters Score -2.819492e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 230008 members 
Entering Unmasked Estep 
Score: -28194956.000000 Penalty: 6128.921875
	Iteration 30Q: 3 clusters Score -2.819496e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 230097 members 
Entering Unmasked Estep 
Score: -28194938.000000 Penalty: 6128.921875
	Iteration 31Q: 3 clusters Score -2.819494e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 230181 members 
Entering Unmasked Estep 
Score: -28194926.000000 Penalty: 6128.921875
	Iteration 32Q: 3 clusters Score -2.819493e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 230269 members 
Entering Unmasked Estep 
Score: -28194950.000000 Penalty: 6128.921875
	Iteration 33Q: 3 clusters Score -2.819495e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 230333 members 
Entering Unmasked Estep 
Score: -28194990.000000 Penalty: 6128.921875
	Iteration 34Q: 3 clusters Score -2.819499e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 230371 members 
Entering Unmasked Estep 
Score: -28194992.000000 Penalty: 6128.921875
	Iteration 35Q: 3 clusters Score -2.819499e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 230411 members 
Entering Unmasked Estep 
Score: -28194968.000000 Penalty: 6128.921875
	Iteration 36Q: 3 clusters Score -2.819497e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 230449 members 
Entering Unmasked Estep 
Score: -28194960.000000 Penalty: 6128.921875
	Iteration 37Q: 3 clusters Score -2.819496e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 230485 members 
Entering Unmasked Estep 
Score: -28194954.000000 Penalty: 6128.921875
	Iteration 38Q: 3 clusters Score -2.819495e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 230514 members 
Entering Unmasked Estep 
Score: -28194980.000000 Penalty: 6128.921875
	Iteration 39Q: 3 clusters Score -2.819498e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 230545 members 
Entering Unmasked Estep 
Score: -28194978.000000 Penalty: 6128.921875
	Iteration 40F: 3 clusters Score -2.819498e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 230574 members 
Entering Unmasked Estep 
Score: -28194974.000000 Penalty: 6128.921875
	Iteration 41Q: 3 clusters Score -2.819497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 230592 members 
Entering Unmasked Estep 
Score: -28194976.000000 Penalty: 6128.921875
	Iteration 42Q: 3 clusters Score -2.819498e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 230609 members 
Entering Unmasked Estep 
Score: -28194980.000000 Penalty: 6128.921875
	Iteration 43Q: 3 clusters Score -2.819498e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 230621 members 
Entering Unmasked Estep 
Score: -28194954.000000 Penalty: 6128.921875
	Iteration 44Q: 3 clusters Score -2.819495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 230630 members 
Entering Unmasked Estep 
Score: -28194964.000000 Penalty: 6128.921875
	Iteration 45Q: 3 clusters Score -2.819496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 230640 members 
Entering Unmasked Estep 
Score: -28194958.000000 Penalty: 6128.921875
	Iteration 46Q: 3 clusters Score -2.819496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 230648 members 
Entering Unmasked Estep 
Score: -28194958.000000 Penalty: 6128.921875
	Iteration 47Q: 3 clusters Score -2.819496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 230656 members 
Entering Unmasked Estep 
Score: -28194970.000000 Penalty: 6128.921875
	Iteration 48Q: 3 clusters Score -2.819497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 230663 members 
Entering Unmasked Estep 
Score: -28194970.000000 Penalty: 6128.921875
	Iteration 49Q: 3 clusters Score -2.819497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 230672 members 
Entering Unmasked Estep 
Score: -28194964.000000 Penalty: 6128.921875
	Iteration 50Q: 3 clusters Score -2.819496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 230683 members 
Entering Unmasked Estep 
Score: -28194970.000000 Penalty: 6128.921875
	Iteration 51Q: 3 clusters Score -2.819497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 230692 members 
Entering Unmasked Estep 
Score: -28194972.000000 Penalty: 6128.921875
	Iteration 52Q: 3 clusters Score -2.819497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 230704 members 
Entering Unmasked Estep 
Score: -28194972.000000 Penalty: 6128.921875
	Iteration 53Q: 3 clusters Score -2.819497e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 230725 members 
Entering Unmasked Estep 
Score: -28194994.000000 Penalty: 6128.921875
	Iteration 54Q: 3 clusters Score -2.819499e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 230743 members 
Entering Unmasked Estep 
Score: -28195008.000000 Penalty: 6128.921875
	Iteration 55Q: 3 clusters Score -2.819501e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 230771 members 
Entering Unmasked Estep 
Score: -28194986.000000 Penalty: 6128.921875
	Iteration 56Q: 3 clusters Score -2.819499e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 230792 members 
Entering Unmasked Estep 
Score: -28194976.000000 Penalty: 6128.921875
	Iteration 57Q: 3 clusters Score -2.819498e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 230809 members 
Entering Unmasked Estep 
Score: -28194980.000000 Penalty: 6128.921875
	Iteration 58Q: 3 clusters Score -2.819498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 230821 members 
Entering Unmasked Estep 
Score: -28194970.000000 Penalty: 6128.921875
	Iteration 59Q: 3 clusters Score -2.819497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 230832 members 
Entering Unmasked Estep 
Score: -28194964.000000 Penalty: 6128.921875
	Iteration 60F: 3 clusters Score -2.819496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 230838 members 
Entering Unmasked Estep 
Score: -28194972.000000 Penalty: 6128.921875
	Iteration 61Q: 3 clusters Score -2.819497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 230844 members 
Entering Unmasked Estep 
Score: -28194952.000000 Penalty: 6128.921875
	Iteration 62Q: 3 clusters Score -2.819495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 230849 members 
Entering Unmasked Estep 
Score: -28194954.000000 Penalty: 6128.921875
	Iteration 63Q: 3 clusters Score -2.819495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 230852 members 
Entering Unmasked Estep 
Score: -28194956.000000 Penalty: 6128.921875
	Iteration 64Q: 3 clusters Score -2.819496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 230851 members 
Entering Unmasked Estep 
Score: -28194950.000000 Penalty: 6128.921875
	Iteration 65Q: 3 clusters Score -2.819495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 230852 members 
Entering Unmasked Estep 
Score: -28194960.000000 Penalty: 6128.921875
	Iteration 66Q: 3 clusters Score -2.819496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 230852 members 
Entering Unmasked Estep 
Score: -28194958.000000 Penalty: 6128.921875
	Iteration 67Q: 3 clusters Score -2.819496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 230853 members 
Entering Unmasked Estep 
Score: -28194952.000000 Penalty: 6128.921875
	Iteration 68Q: 3 clusters Score -2.819495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 230854 members 
Entering Unmasked Estep 
Score: -28194952.000000 Penalty: 6128.921875
	Iteration 69Q: 3 clusters Score -2.819495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 230854 members 
Entering Unmasked Estep 
Score: -28194952.000000 Penalty: 6128.921875
	Iteration 70F: 3 clusters Score -2.819495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Entering Unmasked Estep 
Score: -5579130.500000 Penalty: 2669.459229
	Iteration 0F: 2 clusters Score -5579130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -5547215.000000 Penalty: 5338.918457
	Iteration 0F: 3 clusters Score -5547215 nChanged 22077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -5559515.000000 Penalty: 5338.918457
	Iteration 1F: 3 clusters Score -5559515 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -5560000.500000 Penalty: 5338.918457
	Iteration 2Q: 3 clusters Score -5560000 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -5560503.000000 Penalty: 5338.918457
	Iteration 3Q: 3 clusters Score -5560503 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -5561035.000000 Penalty: 5338.918457
	Iteration 4Q: 3 clusters Score -5561035 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -5561769.000000 Penalty: 5338.918457
	Iteration 5Q: 3 clusters Score -5561769 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -5562665.500000 Penalty: 5338.918457
	Iteration 6Q: 3 clusters Score -5562666 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -5563784.500000 Penalty: 5338.918457
	Iteration 7F: 3 clusters Score -5563784 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -5565201.000000 Penalty: 5338.918457
	Iteration 8F: 3 clusters Score -5565201 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -5566875.500000 Penalty: 5338.918457
	Iteration 9F: 3 clusters Score -5566876 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -5568554.500000 Penalty: 5338.918457
	Iteration 10F: 3 clusters Score -5568554 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -5570317.500000 Penalty: 5338.918457
	Iteration 11F: 3 clusters Score -5570318 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -5572196.500000 Penalty: 5338.918457
	Iteration 12Q: 3 clusters Score -5572196 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -5573997.500000 Penalty: 5338.918457
	Iteration 13Q: 3 clusters Score -5573998 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -5575588.000000 Penalty: 5338.918457
	Iteration 14Q: 3 clusters Score -5575588 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -5576378.500000 Penalty: 5338.918457
	Iteration 15Q: 3 clusters Score -5576378 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -5576621.500000 Penalty: 5338.918457
	Iteration 16Q: 3 clusters Score -5576622 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -5576760.500000 Penalty: 5338.918457
	Iteration 17Q: 3 clusters Score -5576760 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -5576824.000000 Penalty: 5338.918457
	Iteration 18Q: 3 clusters Score -5576824 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -5576860.500000 Penalty: 5338.918457
	Iteration 19Q: 3 clusters Score -5576860 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -5576894.000000 Penalty: 5338.918457
	Iteration 20F: 3 clusters Score -5576894 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -5576906.000000 Penalty: 5338.918457
	Iteration 21Q: 3 clusters Score -5576906 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -5576926.000000 Penalty: 5338.918457
	Iteration 22Q: 3 clusters Score -5576926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -5576938.500000 Penalty: 5338.918457
	Iteration 23Q: 3 clusters Score -5576938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -5576939.000000 Penalty: 5338.918457
	Iteration 24Q: 3 clusters Score -5576939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -5576955.000000 Penalty: 5338.918457
	Iteration 25Q: 3 clusters Score -5576955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -5576945.500000 Penalty: 5338.918457
	Iteration 26Q: 3 clusters Score -5576946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -5576959.500000 Penalty: 5338.918457
	Iteration 27Q: 3 clusters Score -5576960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -5576966.500000 Penalty: 5338.918457
	Iteration 28Q: 3 clusters Score -5576966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -5576958.000000 Penalty: 5338.918457
	Iteration 29Q: 3 clusters Score -5576958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -5576969.000000 Penalty: 5338.918457
	Iteration 30Q: 3 clusters Score -5576969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -5576975.000000 Penalty: 5338.918457
	Iteration 31Q: 3 clusters Score -5576975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -5576976.000000 Penalty: 5338.918457
	Iteration 32Q: 3 clusters Score -5576976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -5576982.000000 Penalty: 5338.918457
	Iteration 33Q: 3 clusters Score -5576982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -5576990.000000 Penalty: 5338.918457
	Iteration 34Q: 3 clusters Score -5576990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -5576992.000000 Penalty: 5338.918457
	Iteration 35Q: 3 clusters Score -5576992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -5576995.000000 Penalty: 5338.918457
	Iteration 36Q: 3 clusters Score -5576995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -5576994.000000 Penalty: 5338.918457
	Iteration 37Q: 3 clusters Score -5576994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -5576995.500000 Penalty: 5338.918457
	Iteration 38Q: 3 clusters Score -5576996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -5577000.500000 Penalty: 5338.918457
	Iteration 39Q: 3 clusters Score -5577000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -5576996.000000 Penalty: 5338.918457
	Iteration 40F: 3 clusters Score -5576996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -5577000.500000 Penalty: 5338.918457
	Iteration 41Q: 3 clusters Score -5577000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -5577001.000000 Penalty: 5338.918457
	Iteration 42Q: 3 clusters Score -5577001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -5576994.000000 Penalty: 5338.918457
	Iteration 43Q: 3 clusters Score -5576994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -5576997.500000 Penalty: 5338.918457
	Iteration 44Q: 3 clusters Score -5576998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -5576999.000000 Penalty: 5338.918457
	Iteration 45Q: 3 clusters Score -5576999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -5577006.500000 Penalty: 5338.918457
	Iteration 46Q: 3 clusters Score -5577006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -5577008.500000 Penalty: 5338.918457
	Iteration 47Q: 3 clusters Score -5577008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -5577011.000000 Penalty: 5338.918457
	Iteration 48Q: 3 clusters Score -5577011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -5577005.000000 Penalty: 5338.918457
	Iteration 49Q: 3 clusters Score -5577005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -5577011.500000 Penalty: 5338.918457
	Iteration 50Q: 3 clusters Score -5577012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -5577003.000000 Penalty: 5338.918457
	Iteration 51Q: 3 clusters Score -5577003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -5577003.500000 Penalty: 5338.918457
	Iteration 52Q: 3 clusters Score -5577004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -5577005.000000 Penalty: 5338.918457
	Iteration 53Q: 3 clusters Score -5577005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -5577006.500000 Penalty: 5338.918457
	Iteration 54Q: 3 clusters Score -5577006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -5577012.000000 Penalty: 5338.918457
	Iteration 55Q: 3 clusters Score -5577012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -5577014.000000 Penalty: 5338.918457
	Iteration 56Q: 3 clusters Score -5577014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -5577010.500000 Penalty: 5338.918457
	Iteration 57Q: 3 clusters Score -5577010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -5577010.500000 Penalty: 5338.918457
	Iteration 58Q: 3 clusters Score -5577010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -5577012.500000 Penalty: 5338.918457
	Iteration 59Q: 3 clusters Score -5577012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -5577015.500000 Penalty: 5338.918457
	Iteration 60F: 3 clusters Score -5577016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -5577017.000000 Penalty: 5338.918457
	Iteration 61Q: 3 clusters Score -5577017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -5577017.000000 Penalty: 5338.918457
	Iteration 62F: 3 clusters Score -5577017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Entering Unmasked Estep 
Score: -428418.281250 Penalty: 2037.388672
	Iteration 0F: 2 clusters Score -428418.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -424718.343750 Penalty: 4074.777344
	Iteration 0F: 3 clusters Score -424718.3 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -425539.937500 Penalty: 4074.777344
	Iteration 1F: 3 clusters Score -425539.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -425783.125000 Penalty: 4074.777344
	Iteration 2F: 3 clusters Score -425783.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -425967.656250 Penalty: 4074.777344
	Iteration 3F: 3 clusters Score -425967.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -426133.281250 Penalty: 4074.777344
	Iteration 4Q: 3 clusters Score -426133.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -426243.781250 Penalty: 4074.777344
	Iteration 5Q: 3 clusters Score -426243.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -426333.125000 Penalty: 4074.777344
	Iteration 6Q: 3 clusters Score -426333.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -426395.187500 Penalty: 4074.777344
	Iteration 7Q: 3 clusters Score -426395.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -426437.781250 Penalty: 4074.777344
	Iteration 8Q: 3 clusters Score -426437.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -426480.968750 Penalty: 4074.777344
	Iteration 9Q: 3 clusters Score -426481 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -426524.281250 Penalty: 4074.777344
	Iteration 10Q: 3 clusters Score -426524.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -426558.625000 Penalty: 4074.777344
	Iteration 11Q: 3 clusters Score -426558.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -426593.125000 Penalty: 4074.777344
	Iteration 12Q: 3 clusters Score -426593.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -426618.343750 Penalty: 4074.777344
	Iteration 13Q: 3 clusters Score -426618.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -426642.375000 Penalty: 4074.777344
	Iteration 14Q: 3 clusters Score -426642.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -426663.156250 Penalty: 4074.777344
	Iteration 15Q: 3 clusters Score -426663.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -426689.968750 Penalty: 4074.777344
	Iteration 16Q: 3 clusters Score -426690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -426708.968750 Penalty: 4074.777344
	Iteration 17Q: 3 clusters Score -426709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -426719.656250 Penalty: 4074.777344
	Iteration 18Q: 3 clusters Score -426719.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -426733.500000 Penalty: 4074.777344
	Iteration 19Q: 3 clusters Score -426733.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -426750.750000 Penalty: 4074.777344
	Iteration 20F: 3 clusters Score -426750.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -426763.875000 Penalty: 4074.777344
	Iteration 21Q: 3 clusters Score -426763.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -426773.656250 Penalty: 4074.777344
	Iteration 22Q: 3 clusters Score -426773.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -426782.312500 Penalty: 4074.777344
	Iteration 23Q: 3 clusters Score -426782.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -426791.937500 Penalty: 4074.777344
	Iteration 24Q: 3 clusters Score -426791.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -426799.593750 Penalty: 4074.777344
	Iteration 25Q: 3 clusters Score -426799.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -426803.968750 Penalty: 4074.777344
	Iteration 26Q: 3 clusters Score -426804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -426808.062500 Penalty: 4074.777344
	Iteration 27Q: 3 clusters Score -426808.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -426812.000000 Penalty: 4074.777344
	Iteration 28Q: 3 clusters Score -426812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -426814.656250 Penalty: 4074.777344
	Iteration 29Q: 3 clusters Score -426814.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -426817.937500 Penalty: 4074.777344
	Iteration 30Q: 3 clusters Score -426817.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -426820.718750 Penalty: 4074.777344
	Iteration 31Q: 3 clusters Score -426820.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -426824.281250 Penalty: 4074.777344
	Iteration 32Q: 3 clusters Score -426824.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -426828.250000 Penalty: 4074.777344
	Iteration 33Q: 3 clusters Score -426828.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -426832.062500 Penalty: 4074.777344
	Iteration 34Q: 3 clusters Score -426832.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -426835.187500 Penalty: 4074.777344
	Iteration 35Q: 3 clusters Score -426835.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -426839.187500 Penalty: 4074.777344
	Iteration 36Q: 3 clusters Score -426839.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -426844.062500 Penalty: 4074.777344
	Iteration 37Q: 3 clusters Score -426844.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -426850.812500 Penalty: 4074.777344
	Iteration 38Q: 3 clusters Score -426850.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -426855.187500 Penalty: 4074.777344
	Iteration 39Q: 3 clusters Score -426855.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -426859.687500 Penalty: 4074.777344
	Iteration 40F: 3 clusters Score -426859.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -426865.968750 Penalty: 4074.777344
	Iteration 41Q: 3 clusters Score -426866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -426867.750000 Penalty: 4074.777344
	Iteration 42Q: 3 clusters Score -426867.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -426870.093750 Penalty: 4074.777344
	Iteration 43Q: 3 clusters Score -426870.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -426873.531250 Penalty: 4074.777344
	Iteration 44Q: 3 clusters Score -426873.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -426878.062500 Penalty: 4074.777344
	Iteration 45Q: 3 clusters Score -426878.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -426880.656250 Penalty: 4074.777344
	Iteration 46Q: 3 clusters Score -426880.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -426883.437500 Penalty: 4074.777344
	Iteration 47Q: 3 clusters Score -426883.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -426885.125000 Penalty: 4074.777344
	Iteration 48Q: 3 clusters Score -426885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -426886.562500 Penalty: 4074.777344
	Iteration 49Q: 3 clusters Score -426886.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -426888.562500 Penalty: 4074.777344
	Iteration 50Q: 3 clusters Score -426888.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -426888.937500 Penalty: 4074.777344
	Iteration 51Q: 3 clusters Score -426888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -426889.437500 Penalty: 4074.777344
	Iteration 52Q: 3 clusters Score -426889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -426890.937500 Penalty: 4074.777344
	Iteration 53Q: 3 clusters Score -426890.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -426892.000000 Penalty: 4074.777344
	Iteration 54Q: 3 clusters Score -426892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -426893.000000 Penalty: 4074.777344
	Iteration 55Q: 3 clusters Score -426893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -426892.812500 Penalty: 4074.777344
	Iteration 56Q: 3 clusters Score -426892.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -426892.812500 Penalty: 4074.777344
	Iteration 57F: 3 clusters Score -426892.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (161321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161321 members 
Entering Unmasked Estep 
Score: -19687000.000000 Penalty: 2973.805664
	Iteration 0F: 2 clusters Score -1.9687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80271 members 
Mstep: Class 2 contains 81050 members 
Entering Unmasked Estep 
Score: -19579960.000000 Penalty: 5947.611328
	Iteration 0F: 3 clusters Score -1.957996e+07 nChanged 77341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74596 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -19626060.000000 Penalty: 5947.611328
	Iteration 1F: 3 clusters Score -1.962606e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 90315 members 
Entering Unmasked Estep 
Score: -19628372.000000 Penalty: 5947.611328
	Iteration 2Q: 3 clusters Score -1.962837e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 95325 members 
Entering Unmasked Estep 
Score: -19632082.000000 Penalty: 5947.611328
	Iteration 3Q: 3 clusters Score -1.963208e+07 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 102008 members 
Entering Unmasked Estep 
Score: -19637268.000000 Penalty: 5947.611328
	Iteration 4F: 3 clusters Score -1.963727e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 110264 members 
Entering Unmasked Estep 
Score: -19643804.000000 Penalty: 5947.611328
	Iteration 5F: 3 clusters Score -1.96438e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 119778 members 
Entering Unmasked Estep 
Score: -19651454.000000 Penalty: 5947.611328
	Iteration 6F: 3 clusters Score -1.965145e+07 nChanged 10479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 129895 members 
Entering Unmasked Estep 
Score: -19659924.000000 Penalty: 5947.611328
	Iteration 7F: 3 clusters Score -1.965992e+07 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 139290 members 
Entering Unmasked Estep 
Score: -19667618.000000 Penalty: 5947.611328
	Iteration 8F: 3 clusters Score -1.966762e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 147109 members 
Entering Unmasked Estep 
Score: -19674004.000000 Penalty: 5947.611328
	Iteration 9Q: 3 clusters Score -1.9674e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 152696 members 
Entering Unmasked Estep 
Score: -19678376.000000 Penalty: 5947.611328
	Iteration 10Q: 3 clusters Score -1.967838e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 156321 members 
Entering Unmasked Estep 
Score: -19681234.000000 Penalty: 5947.611328
	Iteration 11Q: 3 clusters Score -1.968123e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 158346 members 
Entering Unmasked Estep 
Score: -19682738.000000 Penalty: 5947.611328
	Iteration 12Q: 3 clusters Score -1.968274e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 159433 members 
Entering Unmasked Estep 
Score: -19683458.000000 Penalty: 5947.611328
	Iteration 13Q: 3 clusters Score -1.968346e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 159993 members 
Entering Unmasked Estep 
Score: -19683794.000000 Penalty: 5947.611328
	Iteration 14Q: 3 clusters Score -1.968379e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 160294 members 
Entering Unmasked Estep 
Score: -19683976.000000 Penalty: 5947.611328
	Iteration 15Q: 3 clusters Score -1.968398e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 160439 members 
Entering Unmasked Estep 
Score: -19684062.000000 Penalty: 5947.611328
	Iteration 16Q: 3 clusters Score -1.968406e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 160543 members 
Entering Unmasked Estep 
Score: -19684116.000000 Penalty: 5947.611328
	Iteration 17Q: 3 clusters Score -1.968412e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 160606 members 
Entering Unmasked Estep 
Score: -19684190.000000 Penalty: 5947.611328
	Iteration 18Q: 3 clusters Score -1.968419e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 160653 members 
Entering Unmasked Estep 
Score: -19684226.000000 Penalty: 5947.611328
	Iteration 19Q: 3 clusters Score -1.968423e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 160689 members 
Entering Unmasked Estep 
Score: -19684260.000000 Penalty: 5947.611328
	Iteration 20F: 3 clusters Score -1.968426e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 160722 members 
Entering Unmasked Estep 
Score: -19684256.000000 Penalty: 5947.611328
	Iteration 21Q: 3 clusters Score -1.968426e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 160750 members 
Entering Unmasked Estep 
Score: -19684282.000000 Penalty: 5947.611328
	Iteration 22Q: 3 clusters Score -1.968428e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 160771 members 
Entering Unmasked Estep 
Score: -19684308.000000 Penalty: 5947.611328
	Iteration 23Q: 3 clusters Score -1.968431e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 160788 members 
Entering Unmasked Estep 
Score: -19684328.000000 Penalty: 5947.611328
	Iteration 24Q: 3 clusters Score -1.968433e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 160799 members 
Entering Unmasked Estep 
Score: -19684320.000000 Penalty: 5947.611328
	Iteration 25Q: 3 clusters Score -1.968432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 160810 members 
Entering Unmasked Estep 
Score: -19684334.000000 Penalty: 5947.611328
	Iteration 26Q: 3 clusters Score -1.968433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 160817 members 
Entering Unmasked Estep 
Score: -19684326.000000 Penalty: 5947.611328
	Iteration 27Q: 3 clusters Score -1.968433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 160819 members 
Entering Unmasked Estep 
Score: -19684336.000000 Penalty: 5947.611328
	Iteration 28Q: 3 clusters Score -1.968434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 160820 members 
Entering Unmasked Estep 
Score: -19684352.000000 Penalty: 5947.611328
	Iteration 29Q: 3 clusters Score -1.968435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 160822 members 
Entering Unmasked Estep 
Score: -19684344.000000 Penalty: 5947.611328
	Iteration 30Q: 3 clusters Score -1.968434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 160823 members 
Entering Unmasked Estep 
Score: -19684368.000000 Penalty: 5947.611328
	Iteration 31Q: 3 clusters Score -1.968437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 160826 members 
Entering Unmasked Estep 
Score: -19684368.000000 Penalty: 5947.611328
	Iteration 32Q: 3 clusters Score -1.968437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 160828 members 
Entering Unmasked Estep 
Score: -19684360.000000 Penalty: 5947.611328
	Iteration 33Q: 3 clusters Score -1.968436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 160829 members 
Entering Unmasked Estep 
Score: -19684362.000000 Penalty: 5947.611328
	Iteration 34Q: 3 clusters Score -1.968436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 160829 members 
Entering Unmasked Estep 
Score: -19684362.000000 Penalty: 5947.611328
	Iteration 35F: 3 clusters Score -1.968436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Entering Unmasked Estep 
Score: -473091.718750 Penalty: 2066.829834
	Iteration 0F: 2 clusters Score -473091.7 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 2095 members 
Entering Unmasked Estep 
Score: -469067.312500 Penalty: 4133.659668
	Iteration 0F: 3 clusters Score -469067.3 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -469954.937500 Penalty: 4133.659668
	Iteration 1F: 3 clusters Score -469954.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -470137.531250 Penalty: 4133.659668
	Iteration 2F: 3 clusters Score -470137.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -470240.875000 Penalty: 4133.659668
	Iteration 3Q: 3 clusters Score -470240.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -470304.468750 Penalty: 4133.659668
	Iteration 4Q: 3 clusters Score -470304.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -470370.875000 Penalty: 4133.659668
	Iteration 5Q: 3 clusters Score -470370.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -470445.687500 Penalty: 4133.659668
	Iteration 6Q: 3 clusters Score -470445.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -470551.625000 Penalty: 4133.659668
	Iteration 7Q: 3 clusters Score -470551.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -470673.281250 Penalty: 4133.659668
	Iteration 8Q: 3 clusters Score -470673.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -470818.406250 Penalty: 4133.659668
	Iteration 9Q: 3 clusters Score -470818.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -470972.968750 Penalty: 4133.659668
	Iteration 10Q: 3 clusters Score -470973 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -471132.093750 Penalty: 4133.659668
	Iteration 11Q: 3 clusters Score -471132.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -471267.687500 Penalty: 4133.659668
	Iteration 12Q: 3 clusters Score -471267.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -471385.687500 Penalty: 4133.659668
	Iteration 13Q: 3 clusters Score -471385.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -471479.968750 Penalty: 4133.659668
	Iteration 14Q: 3 clusters Score -471480 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -471572.281250 Penalty: 4133.659668
	Iteration 15Q: 3 clusters Score -471572.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -471650.468750 Penalty: 4133.659668
	Iteration 16Q: 3 clusters Score -471650.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -471704.406250 Penalty: 4133.659668
	Iteration 17Q: 3 clusters Score -471704.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -471743.750000 Penalty: 4133.659668
	Iteration 18Q: 3 clusters Score -471743.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -471774.625000 Penalty: 4133.659668
	Iteration 19Q: 3 clusters Score -471774.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -471804.000000 Penalty: 4133.659668
	Iteration 20F: 3 clusters Score -471804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -471826.531250 Penalty: 4133.659668
	Iteration 21Q: 3 clusters Score -471826.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -471841.281250 Penalty: 4133.659668
	Iteration 22Q: 3 clusters Score -471841.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -471854.062500 Penalty: 4133.659668
	Iteration 23Q: 3 clusters Score -471854.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -471862.593750 Penalty: 4133.659668
	Iteration 24Q: 3 clusters Score -471862.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -471869.062500 Penalty: 4133.659668
	Iteration 25Q: 3 clusters Score -471869.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -471873.031250 Penalty: 4133.659668
	Iteration 26Q: 3 clusters Score -471873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -471875.406250 Penalty: 4133.659668
	Iteration 27Q: 3 clusters Score -471875.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -471876.406250 Penalty: 4133.659668
	Iteration 28Q: 3 clusters Score -471876.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -471876.687500 Penalty: 4133.659668
	Iteration 29Q: 3 clusters Score -471876.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -471877.156250 Penalty: 4133.659668
	Iteration 30Q: 3 clusters Score -471877.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -471879.593750 Penalty: 4133.659668
	Iteration 31Q: 3 clusters Score -471879.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -471880.406250 Penalty: 4133.659668
	Iteration 32Q: 3 clusters Score -471880.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -471881.750000 Penalty: 4133.659668
	Iteration 33Q: 3 clusters Score -471881.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -471882.750000 Penalty: 4133.659668
	Iteration 34Q: 3 clusters Score -471882.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -471882.750000 Penalty: 4133.659668
	Iteration 35F: 3 clusters Score -471882.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -27823.212891 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -27823.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26608.476562 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -26608.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26705.484375 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -26705.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26719.617188 Penalty: 2798.385986
	Iteration 2Q: 3 clusters Score -26719.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26723.294922 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -26723.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26723.294922 Penalty: 2798.385986
	Iteration 4F: 3 clusters Score -26723.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Entering Unmasked Estep 
Score: -2323120.500000 Penalty: 2440.019775
	Iteration 0F: 2 clusters Score -2323120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2309758.000000 Penalty: 4880.039551
	Iteration 0F: 3 clusters Score -2309758 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2314238.250000 Penalty: 4880.039551
	Iteration 1F: 3 clusters Score -2314238 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2314696.500000 Penalty: 4880.039551
	Iteration 2F: 3 clusters Score -2314696 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2315068.750000 Penalty: 4880.039551
	Iteration 3F: 3 clusters Score -2315069 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2315385.750000 Penalty: 4880.039551
	Iteration 4Q: 3 clusters Score -2315386 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2315735.250000 Penalty: 4880.039551
	Iteration 5Q: 3 clusters Score -2315735 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2316104.250000 Penalty: 4880.039551
	Iteration 6Q: 3 clusters Score -2316104 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2316588.750000 Penalty: 4880.039551
	Iteration 7Q: 3 clusters Score -2316589 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2317178.000000 Penalty: 4880.039551
	Iteration 8F: 3 clusters Score -2317178 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2317934.000000 Penalty: 4880.039551
	Iteration 9F: 3 clusters Score -2317934 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2318838.250000 Penalty: 4880.039551
	Iteration 10F: 3 clusters Score -2318838 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2319595.250000 Penalty: 4880.039551
	Iteration 11Q: 3 clusters Score -2319595 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2319969.750000 Penalty: 4880.039551
	Iteration 12Q: 3 clusters Score -2319970 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2320153.250000 Penalty: 4880.039551
	Iteration 13Q: 3 clusters Score -2320153 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2320216.000000 Penalty: 4880.039551
	Iteration 14Q: 3 clusters Score -2320216 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2320286.500000 Penalty: 4880.039551
	Iteration 15Q: 3 clusters Score -2320286 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2320335.500000 Penalty: 4880.039551
	Iteration 16Q: 3 clusters Score -2320336 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2320369.500000 Penalty: 4880.039551
	Iteration 17Q: 3 clusters Score -2320370 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2320398.000000 Penalty: 4880.039551
	Iteration 18Q: 3 clusters Score -2320398 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2320424.750000 Penalty: 4880.039551
	Iteration 19Q: 3 clusters Score -2320425 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2320464.000000 Penalty: 4880.039551
	Iteration 20F: 3 clusters Score -2320464 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2320490.500000 Penalty: 4880.039551
	Iteration 21Q: 3 clusters Score -2320490 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2320520.250000 Penalty: 4880.039551
	Iteration 22Q: 3 clusters Score -2320520 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2320548.750000 Penalty: 4880.039551
	Iteration 23Q: 3 clusters Score -2320549 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2320567.000000 Penalty: 4880.039551
	Iteration 24Q: 3 clusters Score -2320567 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2320579.000000 Penalty: 4880.039551
	Iteration 25Q: 3 clusters Score -2320579 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2320588.500000 Penalty: 4880.039551
	Iteration 26Q: 3 clusters Score -2320588 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2320604.000000 Penalty: 4880.039551
	Iteration 27Q: 3 clusters Score -2320604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2320611.500000 Penalty: 4880.039551
	Iteration 28Q: 3 clusters Score -2320612 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2320628.500000 Penalty: 4880.039551
	Iteration 29Q: 3 clusters Score -2320628 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2320638.000000 Penalty: 4880.039551
	Iteration 30Q: 3 clusters Score -2320638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2320640.750000 Penalty: 4880.039551
	Iteration 31Q: 3 clusters Score -2320641 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2320654.000000 Penalty: 4880.039551
	Iteration 32Q: 3 clusters Score -2320654 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2320673.500000 Penalty: 4880.039551
	Iteration 33Q: 3 clusters Score -2320674 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2320680.750000 Penalty: 4880.039551
	Iteration 34Q: 3 clusters Score -2320681 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2320695.250000 Penalty: 4880.039551
	Iteration 35Q: 3 clusters Score -2320695 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2320700.000000 Penalty: 4880.039551
	Iteration 36Q: 3 clusters Score -2320700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2320700.250000 Penalty: 4880.039551
	Iteration 37Q: 3 clusters Score -2320700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2320712.250000 Penalty: 4880.039551
	Iteration 38Q: 3 clusters Score -2320712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2320727.000000 Penalty: 4880.039551
	Iteration 39Q: 3 clusters Score -2320727 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2320729.750000 Penalty: 4880.039551
	Iteration 40F: 3 clusters Score -2320730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2320742.750000 Penalty: 4880.039551
	Iteration 41Q: 3 clusters Score -2320743 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2320749.500000 Penalty: 4880.039551
	Iteration 42Q: 3 clusters Score -2320750 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2320762.750000 Penalty: 4880.039551
	Iteration 43Q: 3 clusters Score -2320763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2320772.250000 Penalty: 4880.039551
	Iteration 44Q: 3 clusters Score -2320772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2320783.750000 Penalty: 4880.039551
	Iteration 45Q: 3 clusters Score -2320784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2320791.250000 Penalty: 4880.039551
	Iteration 46Q: 3 clusters Score -2320791 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2320797.250000 Penalty: 4880.039551
	Iteration 47Q: 3 clusters Score -2320797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2320802.250000 Penalty: 4880.039551
	Iteration 48Q: 3 clusters Score -2320802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2320802.750000 Penalty: 4880.039551
	Iteration 49Q: 3 clusters Score -2320803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2320812.250000 Penalty: 4880.039551
	Iteration 50Q: 3 clusters Score -2320812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2320825.500000 Penalty: 4880.039551
	Iteration 51Q: 3 clusters Score -2320826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2320826.000000 Penalty: 4880.039551
	Iteration 52Q: 3 clusters Score -2320826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2320842.250000 Penalty: 4880.039551
	Iteration 53Q: 3 clusters Score -2320842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2320846.250000 Penalty: 4880.039551
	Iteration 54Q: 3 clusters Score -2320846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2320851.250000 Penalty: 4880.039551
	Iteration 55Q: 3 clusters Score -2320851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2320859.000000 Penalty: 4880.039551
	Iteration 56Q: 3 clusters Score -2320859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2320874.250000 Penalty: 4880.039551
	Iteration 57Q: 3 clusters Score -2320874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2320879.250000 Penalty: 4880.039551
	Iteration 58Q: 3 clusters Score -2320879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2320887.250000 Penalty: 4880.039551
	Iteration 59Q: 3 clusters Score -2320887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2320895.250000 Penalty: 4880.039551
	Iteration 60F: 3 clusters Score -2320895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2320899.000000 Penalty: 4880.039551
	Iteration 61Q: 3 clusters Score -2320899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2320898.500000 Penalty: 4880.039551
	Iteration 62Q: 3 clusters Score -2320898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2320901.750000 Penalty: 4880.039551
	Iteration 63Q: 3 clusters Score -2320902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2320909.500000 Penalty: 4880.039551
	Iteration 64Q: 3 clusters Score -2320910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2320911.500000 Penalty: 4880.039551
	Iteration 65Q: 3 clusters Score -2320912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2320910.500000 Penalty: 4880.039551
	Iteration 66Q: 3 clusters Score -2320910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2320920.750000 Penalty: 4880.039551
	Iteration 67Q: 3 clusters Score -2320921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2320924.750000 Penalty: 4880.039551
	Iteration 68Q: 3 clusters Score -2320925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2320928.750000 Penalty: 4880.039551
	Iteration 69Q: 3 clusters Score -2320929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2320928.750000 Penalty: 4880.039551
	Iteration 70Q: 3 clusters Score -2320929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2320928.500000 Penalty: 4880.039551
	Iteration 71Q: 3 clusters Score -2320928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2320925.250000 Penalty: 4880.039551
	Iteration 72Q: 3 clusters Score -2320925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2320934.000000 Penalty: 4880.039551
	Iteration 73Q: 3 clusters Score -2320934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2320938.250000 Penalty: 4880.039551
	Iteration 74Q: 3 clusters Score -2320938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2320939.500000 Penalty: 4880.039551
	Iteration 75Q: 3 clusters Score -2320940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2320939.000000 Penalty: 4880.039551
	Iteration 76Q: 3 clusters Score -2320939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2320944.500000 Penalty: 4880.039551
	Iteration 77Q: 3 clusters Score -2320944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2320953.500000 Penalty: 4880.039551
	Iteration 78Q: 3 clusters Score -2320954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2320962.000000 Penalty: 4880.039551
	Iteration 79Q: 3 clusters Score -2320962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2320967.000000 Penalty: 4880.039551
	Iteration 80F: 3 clusters Score -2320967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2320971.500000 Penalty: 4880.039551
	Iteration 81Q: 3 clusters Score -2320972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2320979.000000 Penalty: 4880.039551
	Iteration 82Q: 3 clusters Score -2320979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2320982.250000 Penalty: 4880.039551
	Iteration 83Q: 3 clusters Score -2320982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2320992.250000 Penalty: 4880.039551
	Iteration 84Q: 3 clusters Score -2320992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2321004.000000 Penalty: 4880.039551
	Iteration 85Q: 3 clusters Score -2321004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2321007.500000 Penalty: 4880.039551
	Iteration 86Q: 3 clusters Score -2321008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2321019.250000 Penalty: 4880.039551
	Iteration 87Q: 3 clusters Score -2321019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2321020.500000 Penalty: 4880.039551
	Iteration 88Q: 3 clusters Score -2321020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2321027.000000 Penalty: 4880.039551
	Iteration 89Q: 3 clusters Score -2321027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2321028.500000 Penalty: 4880.039551
	Iteration 90Q: 3 clusters Score -2321028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2321036.750000 Penalty: 4880.039551
	Iteration 91Q: 3 clusters Score -2321037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2321034.750000 Penalty: 4880.039551
	Iteration 92Q: 3 clusters Score -2321035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2321049.500000 Penalty: 4880.039551
	Iteration 93Q: 3 clusters Score -2321050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2321057.000000 Penalty: 4880.039551
	Iteration 94Q: 3 clusters Score -2321057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2321061.000000 Penalty: 4880.039551
	Iteration 95Q: 3 clusters Score -2321061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2321069.500000 Penalty: 4880.039551
	Iteration 96Q: 3 clusters Score -2321070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2321072.750000 Penalty: 4880.039551
	Iteration 97Q: 3 clusters Score -2321073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2321072.750000 Penalty: 4880.039551
	Iteration 98Q: 3 clusters Score -2321073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2321075.500000 Penalty: 4880.039551
	Iteration 99Q: 3 clusters Score -2321076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2321075.750000 Penalty: 4880.039551
	Iteration 100F: 3 clusters Score -2321076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2321073.000000 Penalty: 4880.039551
	Iteration 101Q: 3 clusters Score -2321073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2321078.500000 Penalty: 4880.039551
	Iteration 102Q: 3 clusters Score -2321078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2321077.500000 Penalty: 4880.039551
	Iteration 103Q: 3 clusters Score -2321078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2321078.500000 Penalty: 4880.039551
	Iteration 104Q: 3 clusters Score -2321078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2321078.000000 Penalty: 4880.039551
	Iteration 105Q: 3 clusters Score -2321078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2321077.500000 Penalty: 4880.039551
	Iteration 106Q: 3 clusters Score -2321078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2321079.250000 Penalty: 4880.039551
	Iteration 107Q: 3 clusters Score -2321079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2321079.000000 Penalty: 4880.039551
	Iteration 108Q: 3 clusters Score -2321079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2321084.250000 Penalty: 4880.039551
	Iteration 109Q: 3 clusters Score -2321084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2321085.750000 Penalty: 4880.039551
	Iteration 110Q: 3 clusters Score -2321086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2321086.000000 Penalty: 4880.039551
	Iteration 111Q: 3 clusters Score -2321086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2321086.250000 Penalty: 4880.039551
	Iteration 112Q: 3 clusters Score -2321086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2321081.000000 Penalty: 4880.039551
	Iteration 113Q: 3 clusters Score -2321081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2321084.500000 Penalty: 4880.039551
	Iteration 114Q: 3 clusters Score -2321084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2321086.500000 Penalty: 4880.039551
	Iteration 115Q: 3 clusters Score -2321086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2321084.750000 Penalty: 4880.039551
	Iteration 116Q: 3 clusters Score -2321085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2321086.750000 Penalty: 4880.039551
	Iteration 117Q: 3 clusters Score -2321087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2321087.000000 Penalty: 4880.039551
	Iteration 118Q: 3 clusters Score -2321087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2321084.000000 Penalty: 4880.039551
	Iteration 119Q: 3 clusters Score -2321084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2321088.500000 Penalty: 4880.039551
	Iteration 120F: 3 clusters Score -2321088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2321086.000000 Penalty: 4880.039551
	Iteration 121Q: 3 clusters Score -2321086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2321087.250000 Penalty: 4880.039551
	Iteration 122Q: 3 clusters Score -2321087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2321088.500000 Penalty: 4880.039551
	Iteration 123Q: 3 clusters Score -2321088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2321086.500000 Penalty: 4880.039551
	Iteration 124Q: 3 clusters Score -2321086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2321086.750000 Penalty: 4880.039551
	Iteration 125Q: 3 clusters Score -2321087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2321090.000000 Penalty: 4880.039551
	Iteration 126Q: 3 clusters Score -2321090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2321090.250000 Penalty: 4880.039551
	Iteration 127Q: 3 clusters Score -2321090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2321087.500000 Penalty: 4880.039551
	Iteration 128Q: 3 clusters Score -2321088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2321090.750000 Penalty: 4880.039551
	Iteration 129Q: 3 clusters Score -2321091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2321092.750000 Penalty: 4880.039551
	Iteration 130Q: 3 clusters Score -2321093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2321094.250000 Penalty: 4880.039551
	Iteration 131Q: 3 clusters Score -2321094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2321102.500000 Penalty: 4880.039551
	Iteration 132Q: 3 clusters Score -2321102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2321101.750000 Penalty: 4880.039551
	Iteration 133Q: 3 clusters Score -2321102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2321106.750000 Penalty: 4880.039551
	Iteration 134Q: 3 clusters Score -2321107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2321110.250000 Penalty: 4880.039551
	Iteration 135Q: 3 clusters Score -2321110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2321115.500000 Penalty: 4880.039551
	Iteration 136Q: 3 clusters Score -2321116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2321118.000000 Penalty: 4880.039551
	Iteration 137Q: 3 clusters Score -2321118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2321121.250000 Penalty: 4880.039551
	Iteration 138Q: 3 clusters Score -2321121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2321129.000000 Penalty: 4880.039551
	Iteration 139Q: 3 clusters Score -2321129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2321132.000000 Penalty: 4880.039551
	Iteration 140F: 3 clusters Score -2321132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2321134.750000 Penalty: 4880.039551
	Iteration 141Q: 3 clusters Score -2321135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2321137.500000 Penalty: 4880.039551
	Iteration 142Q: 3 clusters Score -2321138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2321141.250000 Penalty: 4880.039551
	Iteration 143Q: 3 clusters Score -2321141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2321145.500000 Penalty: 4880.039551
	Iteration 144Q: 3 clusters Score -2321146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2321145.500000 Penalty: 4880.039551
	Iteration 145Q: 3 clusters Score -2321146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2321145.250000 Penalty: 4880.039551
	Iteration 146Q: 3 clusters Score -2321145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2321145.250000 Penalty: 4880.039551
	Iteration 147Q: 3 clusters Score -2321145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2321148.500000 Penalty: 4880.039551
	Iteration 148Q: 3 clusters Score -2321148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2321149.750000 Penalty: 4880.039551
	Iteration 149Q: 3 clusters Score -2321150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2321150.250000 Penalty: 4880.039551
	Iteration 150Q: 3 clusters Score -2321150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2321151.750000 Penalty: 4880.039551
	Iteration 151Q: 3 clusters Score -2321152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2321151.500000 Penalty: 4880.039551
	Iteration 152Q: 3 clusters Score -2321152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2321152.250000 Penalty: 4880.039551
	Iteration 153Q: 3 clusters Score -2321152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2321152.250000 Penalty: 4880.039551
	Iteration 154F: 3 clusters Score -2321152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 200396 members 
Mstep: Class 5 contains 130069 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4488 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 63631 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 232512 members 
Mstep: Class 13 contains 47285 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 161321 members 
Mstep: Class 16 contains 4163 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 18747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104292560.000000 Penalty: 57676.941406
Iteration 159Q: 18 clusters Score -1.042926e+08 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 199855 members 
Mstep: Class 5 contains 131789 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4487 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 63572 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 231949 members 
Mstep: Class 13 contains 47211 members 
Mstep: Class 14 contains 3692 members 
Mstep: Class 15 contains 160997 members 
Mstep: Class 16 contains 4160 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 18597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104292744.000000 Penalty: 57676.941406
Iteration 160F: 18 clusters Score -1.042927e+08 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 199270 members 
Mstep: Class 5 contains 133597 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4488 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 63521 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 231346 members 
Mstep: Class 13 contains 47148 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 160629 members 
Mstep: Class 16 contains 4159 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 18462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104293272.000000 Penalty: 57676.941406
Iteration 161Q: 18 clusters Score -1.042933e+08 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 198622 members 
Mstep: Class 5 contains 135552 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4487 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 63447 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 230727 members 
Mstep: Class 13 contains 47061 members 
Mstep: Class 14 contains 3683 members 
Mstep: Class 15 contains 160234 members 
Mstep: Class 16 contains 4160 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 18335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104293552.000000 Penalty: 57676.941406
Iteration 162Q: 18 clusters Score -1.042936e+08 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 197914 members 
Mstep: Class 5 contains 137624 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4488 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 63375 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 230080 members 
Mstep: Class 13 contains 46976 members 
Mstep: Class 14 contains 3679 members 
Mstep: Class 15 contains 159792 members 
Mstep: Class 16 contains 4159 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 18221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104293344.000000 Penalty: 57676.941406
Iteration 163Q: 18 clusters Score -1.042933e+08 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 197201 members 
Mstep: Class 5 contains 139708 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4488 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 63298 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 229443 members 
Mstep: Class 13 contains 46900 members 
Mstep: Class 14 contains 3679 members 
Mstep: Class 15 contains 159309 members 
Mstep: Class 16 contains 4159 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 18123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104293704.000000 Penalty: 57676.941406
Iteration 164Q: 18 clusters Score -1.042937e+08 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 196516 members 
Mstep: Class 5 contains 141891 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4487 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 63217 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 228723 members 
Mstep: Class 13 contains 46862 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 158787 members 
Mstep: Class 16 contains 4159 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 17992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294040.000000 Penalty: 57676.941406
Iteration 165Q: 18 clusters Score -1.04294e+08 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 195807 members 
Mstep: Class 5 contains 144218 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4485 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 63119 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 227929 members 
Mstep: Class 13 contains 46822 members 
Mstep: Class 14 contains 3672 members 
Mstep: Class 15 contains 158223 members 
Mstep: Class 16 contains 4158 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 17876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294120.000000 Penalty: 57676.941406
Iteration 166Q: 18 clusters Score -1.042941e+08 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 194997 members 
Mstep: Class 5 contains 146646 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4487 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 63010 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 227179 members 
Mstep: Class 13 contains 46794 members 
Mstep: Class 14 contains 3670 members 
Mstep: Class 15 contains 157593 members 
Mstep: Class 16 contains 4158 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 17775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294232.000000 Penalty: 57676.941406
Iteration 167Q: 18 clusters Score -1.042942e+08 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 194124 members 
Mstep: Class 5 contains 149167 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4491 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 62899 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 226432 members 
Mstep: Class 13 contains 46763 members 
Mstep: Class 14 contains 3670 members 
Mstep: Class 15 contains 156954 members 
Mstep: Class 16 contains 4154 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 17655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294232.000000 Penalty: 57676.941406
Iteration 168Q: 18 clusters Score -1.042942e+08 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 193175 members 
Mstep: Class 5 contains 151902 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4489 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 62795 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 225554 members 
Mstep: Class 13 contains 46738 members 
Mstep: Class 14 contains 3670 members 
Mstep: Class 15 contains 156267 members 
Mstep: Class 16 contains 4155 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 17564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294304.000000 Penalty: 57676.941406
Iteration 169Q: 18 clusters Score -1.042943e+08 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 192197 members 
Mstep: Class 5 contains 154911 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 62681 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 224507 members 
Mstep: Class 13 contains 46713 members 
Mstep: Class 14 contains 3670 members 
Mstep: Class 15 contains 155530 members 
Mstep: Class 16 contains 4154 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 17462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294392.000000 Penalty: 57676.941406
Iteration 170Q: 18 clusters Score -1.042944e+08 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 191144 members 
Mstep: Class 5 contains 158058 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 62544 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 223401 members 
Mstep: Class 13 contains 46693 members 
Mstep: Class 14 contains 3672 members 
Mstep: Class 15 contains 154798 members 
Mstep: Class 16 contains 4150 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 17369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295128.000000 Penalty: 57676.941406
Iteration 171Q: 18 clusters Score -1.042951e+08 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 189947 members 
Mstep: Class 5 contains 161402 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4477 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 62413 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 222215 members 
Mstep: Class 13 contains 46726 members 
Mstep: Class 14 contains 3671 members 
Mstep: Class 15 contains 154035 members 
Mstep: Class 16 contains 4150 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 17273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295272.000000 Penalty: 57676.941406
Iteration 172Q: 18 clusters Score -1.042953e+08 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 188672 members 
Mstep: Class 5 contains 164894 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4478 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 62269 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 220989 members 
Mstep: Class 13 contains 46774 members 
Mstep: Class 14 contains 3672 members 
Mstep: Class 15 contains 153239 members 
Mstep: Class 16 contains 4149 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 17173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295824.000000 Penalty: 57676.941406
Iteration 173Q: 18 clusters Score -1.042958e+08 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 187292 members 
Mstep: Class 5 contains 168573 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 62094 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 219789 members 
Mstep: Class 13 contains 46820 members 
Mstep: Class 14 contains 3672 members 
Mstep: Class 15 contains 152390 members 
Mstep: Class 16 contains 4146 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 17061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296520.000000 Penalty: 57676.941406
Iteration 174Q: 18 clusters Score -1.042965e+08 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 185830 members 
Mstep: Class 5 contains 172355 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 61907 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 218538 members 
Mstep: Class 13 contains 46857 members 
Mstep: Class 14 contains 3674 members 
Mstep: Class 15 contains 151574 members 
Mstep: Class 16 contains 4144 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 16958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297096.000000 Penalty: 57676.941406
Iteration 175Q: 18 clusters Score -1.042971e+08 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 184235 members 
Mstep: Class 5 contains 176160 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 61731 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 217341 members 
Mstep: Class 13 contains 46912 members 
Mstep: Class 14 contains 3674 members 
Mstep: Class 15 contains 150785 members 
Mstep: Class 16 contains 4143 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 19 contains 16859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297856.000000 Penalty: 57676.941406
Iteration 176Q: 18 clusters Score -1.042979e+08 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 182662 members 
Mstep: Class 5 contains 180190 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 61513 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 215972 members 
Mstep: Class 13 contains 46965 members 
Mstep: Class 14 contains 3679 members 
Mstep: Class 15 contains 149950 members 
Mstep: Class 16 contains 4143 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 19 contains 16764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298376.000000 Penalty: 57676.941406
Iteration 177Q: 18 clusters Score -1.042984e+08 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 181051 members 
Mstep: Class 5 contains 184326 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 61263 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 214636 members 
Mstep: Class 13 contains 47037 members 
Mstep: Class 14 contains 3687 members 
Mstep: Class 15 contains 149020 members 
Mstep: Class 16 contains 4141 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 16675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299096.000000 Penalty: 57676.941406
Iteration 178Q: 18 clusters Score -1.042991e+08 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 179342 members 
Mstep: Class 5 contains 188698 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 61001 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 213246 members 
Mstep: Class 13 contains 47098 members 
Mstep: Class 14 contains 3690 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 4141 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 16593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299832.000000 Penalty: 57676.941406
Iteration 179Q: 18 clusters Score -1.042998e+08 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 177594 members 
Mstep: Class 5 contains 193352 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4475 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 60720 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 211582 members 
Mstep: Class 13 contains 47221 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 147032 members 
Mstep: Class 16 contains 4142 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 16492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299864.000000 Penalty: 57676.941406
Iteration 180F: 18 clusters Score -1.042999e+08 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 175715 members 
Mstep: Class 5 contains 198246 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 60457 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 209757 members 
Mstep: Class 13 contains 47396 members 
Mstep: Class 14 contains 3711 members 
Mstep: Class 15 contains 146045 members 
Mstep: Class 16 contains 4140 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 16371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301080.000000 Penalty: 57676.941406
Iteration 181Q: 18 clusters Score -1.043011e+08 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 173692 members 
Mstep: Class 5 contains 203431 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4475 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 60139 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 207840 members 
Mstep: Class 13 contains 47555 members 
Mstep: Class 14 contains 3723 members 
Mstep: Class 15 contains 145092 members 
Mstep: Class 16 contains 4138 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 16224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301680.000000 Penalty: 57676.941406
Iteration 182Q: 18 clusters Score -1.043017e+08 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 171581 members 
Mstep: Class 5 contains 208771 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 59827 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 205904 members 
Mstep: Class 13 contains 47725 members 
Mstep: Class 14 contains 3739 members 
Mstep: Class 15 contains 144079 members 
Mstep: Class 16 contains 4139 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 16074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302384.000000 Penalty: 57676.941406
Iteration 183Q: 18 clusters Score -1.043024e+08 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 169468 members 
Mstep: Class 5 contains 214243 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 59484 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203793 members 
Mstep: Class 13 contains 47963 members 
Mstep: Class 14 contains 3757 members 
Mstep: Class 15 contains 143078 members 
Mstep: Class 16 contains 4136 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302936.000000 Penalty: 57676.941406
Iteration 184Q: 18 clusters Score -1.043029e+08 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 167265 members 
Mstep: Class 5 contains 219762 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 59150 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 201706 members 
Mstep: Class 13 contains 48190 members 
Mstep: Class 14 contains 3783 members 
Mstep: Class 15 contains 142059 members 
Mstep: Class 16 contains 4136 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303128.000000 Penalty: 57676.941406
Iteration 185Q: 18 clusters Score -1.043031e+08 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 165104 members 
Mstep: Class 5 contains 225159 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4477 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 58774 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 199791 members 
Mstep: Class 13 contains 48406 members 
Mstep: Class 14 contains 3804 members 
Mstep: Class 15 contains 141040 members 
Mstep: Class 16 contains 4134 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303616.000000 Penalty: 57676.941406
Iteration 186Q: 18 clusters Score -1.043036e+08 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 163189 members 
Mstep: Class 5 contains 230108 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4485 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 58418 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 197994 members 
Mstep: Class 13 contains 48626 members 
Mstep: Class 14 contains 3833 members 
Mstep: Class 15 contains 140024 members 
Mstep: Class 16 contains 4137 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303600.000000 Penalty: 57676.941406
Iteration 187Q: 18 clusters Score -1.043036e+08 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 161491 members 
Mstep: Class 5 contains 234669 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4493 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 58056 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 196281 members 
Mstep: Class 13 contains 48827 members 
Mstep: Class 14 contains 3857 members 
Mstep: Class 15 contains 139107 members 
Mstep: Class 16 contains 4135 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304048.000000 Penalty: 57676.941406
Iteration 188Q: 18 clusters Score -1.04304e+08 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 160068 members 
Mstep: Class 5 contains 238855 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 4493 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 57732 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 194620 members 
Mstep: Class 13 contains 48970 members 
Mstep: Class 14 contains 3880 members 
Mstep: Class 15 contains 138247 members 
Mstep: Class 16 contains 4136 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304816.000000 Penalty: 57676.941406
Iteration 189Q: 18 clusters Score -1.043048e+08 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 158837 members 
Mstep: Class 5 contains 242446 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4495 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 57427 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 193246 members 
Mstep: Class 13 contains 49122 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 137461 members 
Mstep: Class 16 contains 4134 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305256.000000 Penalty: 57676.941406
Iteration 190Q: 18 clusters Score -1.043053e+08 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 157813 members 
Mstep: Class 5 contains 245416 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4493 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 57178 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 192144 members 
Mstep: Class 13 contains 49249 members 
Mstep: Class 14 contains 3940 members 
Mstep: Class 15 contains 136776 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304976.000000 Penalty: 57676.941406
Iteration 191Q: 18 clusters Score -1.04305e+08 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 156989 members 
Mstep: Class 5 contains 247981 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4491 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 56936 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 191214 members 
Mstep: Class 13 contains 49320 members 
Mstep: Class 14 contains 3965 members 
Mstep: Class 15 contains 136161 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304336.000000 Penalty: 57676.941406
Iteration 192Q: 18 clusters Score -1.043043e+08 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 156437 members 
Mstep: Class 5 contains 249872 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 4491 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 56744 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 190583 members 
Mstep: Class 13 contains 49410 members 
Mstep: Class 14 contains 3984 members 
Mstep: Class 15 contains 135562 members 
Mstep: Class 16 contains 4137 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303896.000000 Penalty: 57676.941406
Iteration 193Q: 18 clusters Score -1.043039e+08 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 156121 members 
Mstep: Class 5 contains 251163 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 56589 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 190310 members 
Mstep: Class 13 contains 49469 members 
Mstep: Class 14 contains 3995 members 
Mstep: Class 15 contains 134977 members 
Mstep: Class 16 contains 4141 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303344.000000 Penalty: 57676.941406
Iteration 194Q: 18 clusters Score -1.043033e+08 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 155987 members 
Mstep: Class 5 contains 251799 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4487 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 56466 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 190309 members 
Mstep: Class 13 contains 49507 members 
Mstep: Class 14 contains 4000 members 
Mstep: Class 15 contains 134563 members 
Mstep: Class 16 contains 4140 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303128.000000 Penalty: 57676.941406
Iteration 195Q: 18 clusters Score -1.043031e+08 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 156021 members 
Mstep: Class 5 contains 251977 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4495 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 56369 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 190530 members 
Mstep: Class 13 contains 49525 members 
Mstep: Class 14 contains 4003 members 
Mstep: Class 15 contains 134193 members 
Mstep: Class 16 contains 4140 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302928.000000 Penalty: 57676.941406
Iteration 196Q: 18 clusters Score -1.043029e+08 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 156212 members 
Mstep: Class 5 contains 251676 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4494 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 56290 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 191041 members 
Mstep: Class 13 contains 49506 members 
Mstep: Class 14 contains 4009 members 
Mstep: Class 15 contains 133869 members 
Mstep: Class 16 contains 4141 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302256.000000 Penalty: 57676.941406
Iteration 197Q: 18 clusters Score -1.043023e+08 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 156467 members 
Mstep: Class 5 contains 250939 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4493 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 56254 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 191881 members 
Mstep: Class 13 contains 49443 members 
Mstep: Class 14 contains 4014 members 
Mstep: Class 15 contains 133599 members 
Mstep: Class 16 contains 4141 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302176.000000 Penalty: 57676.941406
Iteration 198Q: 18 clusters Score -1.043022e+08 nChanged 3634
Entering ConstructFrom: 
Score: -104302176.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (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: -52057.214844 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -52057.21 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 251 members 
Entering Unmasked Estep 
Score: -50526.445312 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -50526.45 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50703.589844 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -50703.59 nChanged 30
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: -50765.347656 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -50765.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50790.859375 Penalty: 3095.176758
	Iteration 3Q: 3 clusters Score -50790.86 nChanged 6
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: -50805.441406 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -50805.44 nChanged 2
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: -50811.617188 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -50811.62 nChanged 2
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: -50815.312500 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -50815.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50817.457031 Penalty: 3095.176758
	Iteration 7Q: 3 clusters Score -50817.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50817.457031 Penalty: 3095.176758
	Iteration 8F: 3 clusters Score -50817.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -47377.882812 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -47377.88 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 269 members 
Entering Unmasked Estep 
Score: -45902.281250 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -45902.28 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46109.226562 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -46109.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46250.625000 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -46250.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -46382.902344 Penalty: 3110.410156
	Iteration 3F: 3 clusters Score -46382.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -46612.656250 Penalty: 3110.410156
	Iteration 4F: 3 clusters Score -46612.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -46813.191406 Penalty: 3110.410156
	Iteration 5F: 3 clusters Score -46813.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -46993.246094 Penalty: 3110.410156
	Iteration 6F: 3 clusters Score -46993.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -47051.453125 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -47051.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -47089.742188 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -47089.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -47124.011719 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -47124.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47132.617188 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -47132.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47135.863281 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -47135.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47135.863281 Penalty: 3110.410156
	Iteration 12F: 3 clusters Score -47135.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -213424.828125 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -213424.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -210786.343750 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -210786.3 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -211303.734375 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -211303.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -211499.140625 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -211499.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -211616.625000 Penalty: 3777.187988
	Iteration 3F: 3 clusters Score -211616.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -211715.140625 Penalty: 3777.187988
	Iteration 4Q: 3 clusters Score -211715.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -211800.125000 Penalty: 3777.187988
	Iteration 5Q: 3 clusters Score -211800.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -211859.921875 Penalty: 3777.187988
	Iteration 6Q: 3 clusters Score -211859.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -211909.031250 Penalty: 3777.187988
	Iteration 7Q: 3 clusters Score -211909 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -211945.046875 Penalty: 3777.187988
	Iteration 8Q: 3 clusters Score -211945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -211983.750000 Penalty: 3777.187988
	Iteration 9Q: 3 clusters Score -211983.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -212014.453125 Penalty: 3777.187988
	Iteration 10Q: 3 clusters Score -212014.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -212040.750000 Penalty: 3777.187988
	Iteration 11Q: 3 clusters Score -212040.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -212081.484375 Penalty: 3777.187988
	Iteration 12Q: 3 clusters Score -212081.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -212117.203125 Penalty: 3777.187988
	Iteration 13Q: 3 clusters Score -212117.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -212178.500000 Penalty: 3777.187988
	Iteration 14Q: 3 clusters Score -212178.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -212248.359375 Penalty: 3777.187988
	Iteration 15Q: 3 clusters Score -212248.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -212317.875000 Penalty: 3777.187988
	Iteration 16Q: 3 clusters Score -212317.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -212397.250000 Penalty: 3777.187988
	Iteration 17Q: 3 clusters Score -212397.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -212483.312500 Penalty: 3777.187988
	Iteration 18Q: 3 clusters Score -212483.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -212630.875000 Penalty: 3777.187988
	Iteration 19Q: 3 clusters Score -212630.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -212850.484375 Penalty: 3777.187988
	Iteration 20F: 3 clusters Score -212850.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -213017.109375 Penalty: 3777.187988
	Iteration 21F: 3 clusters Score -213017.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -213132.187500 Penalty: 3777.187988
	Iteration 22Q: 3 clusters Score -213132.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -213196.703125 Penalty: 3777.187988
	Iteration 23Q: 3 clusters Score -213196.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -213220.250000 Penalty: 3777.187988
	Iteration 24Q: 3 clusters Score -213220.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -213228.750000 Penalty: 3777.187988
	Iteration 25Q: 3 clusters Score -213228.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -213237.265625 Penalty: 3777.187988
	Iteration 26Q: 3 clusters Score -213237.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -213252.828125 Penalty: 3777.187988
	Iteration 27Q: 3 clusters Score -213252.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -213266.296875 Penalty: 3777.187988
	Iteration 28Q: 3 clusters Score -213266.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -213271.781250 Penalty: 3777.187988
	Iteration 29Q: 3 clusters Score -213271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -213277.421875 Penalty: 3777.187988
	Iteration 30Q: 3 clusters Score -213277.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -213280.468750 Penalty: 3777.187988
	Iteration 31Q: 3 clusters Score -213280.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -213281.578125 Penalty: 3777.187988
	Iteration 32Q: 3 clusters Score -213281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -213281.578125 Penalty: 3777.187988
	Iteration 33F: 3 clusters Score -213281.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (156845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156845 members 
Entering Unmasked Estep 
Score: -19125932.000000 Penalty: 2966.827393
	Iteration 0F: 2 clusters Score -1.912593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78742 members 
Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
Score: -19021792.000000 Penalty: 5933.654785
	Iteration 0F: 3 clusters Score -1.902179e+07 nChanged 74870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84358 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
Score: -19066108.000000 Penalty: 5933.654785
	Iteration 1F: 3 clusters Score -1.906611e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87811 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -19067906.000000 Penalty: 5933.654785
	Iteration 2Q: 3 clusters Score -1.906791e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93162 members 
Mstep: Class 2 contains 63683 members 
Entering Unmasked Estep 
Score: -19070666.000000 Penalty: 5933.654785
	Iteration 3Q: 3 clusters Score -1.907067e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101024 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -19075910.000000 Penalty: 5933.654785
	Iteration 4F: 3 clusters Score -1.907591e+07 nChanged 12114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111798 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -19084806.000000 Penalty: 5933.654785
	Iteration 5F: 3 clusters Score -1.908481e+07 nChanged 13697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124313 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -19097342.000000 Penalty: 5933.654785
	Iteration 6F: 3 clusters Score -1.909734e+07 nChanged 11867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135236 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -19109160.000000 Penalty: 5933.654785
	Iteration 7F: 3 clusters Score -1.910916e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141810 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -19116700.000000 Penalty: 5933.654785
	Iteration 8Q: 3 clusters Score -1.91167e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144878 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -19120182.000000 Penalty: 5933.654785
	Iteration 9Q: 3 clusters Score -1.912018e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146465 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -19121554.000000 Penalty: 5933.654785
	Iteration 10Q: 3 clusters Score -1.912155e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147592 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -19122158.000000 Penalty: 5933.654785
	Iteration 11Q: 3 clusters Score -1.912216e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148497 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -19122528.000000 Penalty: 5933.654785
	Iteration 12Q: 3 clusters Score -1.912253e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149295 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -19122776.000000 Penalty: 5933.654785
	Iteration 13Q: 3 clusters Score -1.912278e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150008 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -19123006.000000 Penalty: 5933.654785
	Iteration 14Q: 3 clusters Score -1.912301e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150636 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -19123164.000000 Penalty: 5933.654785
	Iteration 15Q: 3 clusters Score -1.912316e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151154 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -19123308.000000 Penalty: 5933.654785
	Iteration 16Q: 3 clusters Score -1.912331e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151610 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -19123460.000000 Penalty: 5933.654785
	Iteration 17Q: 3 clusters Score -1.912346e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152052 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -19123534.000000 Penalty: 5933.654785
	Iteration 18Q: 3 clusters Score -1.912353e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152416 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -19123596.000000 Penalty: 5933.654785
	Iteration 19Q: 3 clusters Score -1.91236e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152738 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -19123604.000000 Penalty: 5933.654785
	Iteration 20F: 3 clusters Score -1.91236e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152995 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -19123654.000000 Penalty: 5933.654785
	Iteration 21Q: 3 clusters Score -1.912365e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153209 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -19123732.000000 Penalty: 5933.654785
	Iteration 22Q: 3 clusters Score -1.912373e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153383 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -19123784.000000 Penalty: 5933.654785
	Iteration 23Q: 3 clusters Score -1.912378e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153533 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -19123826.000000 Penalty: 5933.654785
	Iteration 24Q: 3 clusters Score -1.912383e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153660 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -19123864.000000 Penalty: 5933.654785
	Iteration 25Q: 3 clusters Score -1.912386e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153777 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -19123842.000000 Penalty: 5933.654785
	Iteration 26Q: 3 clusters Score -1.912384e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153883 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -19123858.000000 Penalty: 5933.654785
	Iteration 27Q: 3 clusters Score -1.912386e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153979 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -19123882.000000 Penalty: 5933.654785
	Iteration 28Q: 3 clusters Score -1.912388e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154068 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -19123932.000000 Penalty: 5933.654785
	Iteration 29Q: 3 clusters Score -1.912393e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154145 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -19123916.000000 Penalty: 5933.654785
	Iteration 30Q: 3 clusters Score -1.912392e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154210 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -19123922.000000 Penalty: 5933.654785
	Iteration 31Q: 3 clusters Score -1.912392e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154263 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -19123944.000000 Penalty: 5933.654785
	Iteration 32Q: 3 clusters Score -1.912394e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154306 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -19123960.000000 Penalty: 5933.654785
	Iteration 33Q: 3 clusters Score -1.912396e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154347 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -19123976.000000 Penalty: 5933.654785
	Iteration 34Q: 3 clusters Score -1.912398e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154375 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -19123954.000000 Penalty: 5933.654785
	Iteration 35Q: 3 clusters Score -1.912395e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154397 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -19123966.000000 Penalty: 5933.654785
	Iteration 36Q: 3 clusters Score -1.912397e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154412 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -19123982.000000 Penalty: 5933.654785
	Iteration 37Q: 3 clusters Score -1.912398e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154424 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -19123976.000000 Penalty: 5933.654785
	Iteration 38Q: 3 clusters Score -1.912398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154434 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -19123984.000000 Penalty: 5933.654785
	Iteration 39Q: 3 clusters Score -1.912398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154448 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -19124002.000000 Penalty: 5933.654785
	Iteration 40F: 3 clusters Score -1.9124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154462 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -19123994.000000 Penalty: 5933.654785
	Iteration 41Q: 3 clusters Score -1.912399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154476 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -19123996.000000 Penalty: 5933.654785
	Iteration 42Q: 3 clusters Score -1.9124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154488 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -19123988.000000 Penalty: 5933.654785
	Iteration 43Q: 3 clusters Score -1.912399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154499 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -19123996.000000 Penalty: 5933.654785
	Iteration 44Q: 3 clusters Score -1.9124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154509 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -19124000.000000 Penalty: 5933.654785
	Iteration 45Q: 3 clusters Score -1.9124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154513 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -19124006.000000 Penalty: 5933.654785
	Iteration 46Q: 3 clusters Score -1.912401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154518 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -19124008.000000 Penalty: 5933.654785
	Iteration 47Q: 3 clusters Score -1.912401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154524 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -19124012.000000 Penalty: 5933.654785
	Iteration 48Q: 3 clusters Score -1.912401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154528 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -19124006.000000 Penalty: 5933.654785
	Iteration 49Q: 3 clusters Score -1.912401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154530 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -19124012.000000 Penalty: 5933.654785
	Iteration 50Q: 3 clusters Score -1.912401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154532 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -19124024.000000 Penalty: 5933.654785
	Iteration 51Q: 3 clusters Score -1.912402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154533 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -19124024.000000 Penalty: 5933.654785
	Iteration 52Q: 3 clusters Score -1.912402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154534 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -19124018.000000 Penalty: 5933.654785
	Iteration 53Q: 3 clusters Score -1.912402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154535 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -19124018.000000 Penalty: 5933.654785
	Iteration 54Q: 3 clusters Score -1.912402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154538 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -19124010.000000 Penalty: 5933.654785
	Iteration 55Q: 3 clusters Score -1.912401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154544 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -19124010.000000 Penalty: 5933.654785
	Iteration 56Q: 3 clusters Score -1.912401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154551 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -19124020.000000 Penalty: 5933.654785
	Iteration 57Q: 3 clusters Score -1.912402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154555 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -19124012.000000 Penalty: 5933.654785
	Iteration 58Q: 3 clusters Score -1.912401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154559 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -19124002.000000 Penalty: 5933.654785
	Iteration 59Q: 3 clusters Score -1.9124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154565 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -19124008.000000 Penalty: 5933.654785
	Iteration 60F: 3 clusters Score -1.912401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154566 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -19124002.000000 Penalty: 5933.654785
	Iteration 61Q: 3 clusters Score -1.9124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154568 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -19123994.000000 Penalty: 5933.654785
	Iteration 62Q: 3 clusters Score -1.912399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154570 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -19123992.000000 Penalty: 5933.654785
	Iteration 63Q: 3 clusters Score -1.912399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154573 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -19124002.000000 Penalty: 5933.654785
	Iteration 64Q: 3 clusters Score -1.9124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154574 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -19123996.000000 Penalty: 5933.654785
	Iteration 65Q: 3 clusters Score -1.9124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154575 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -19123996.000000 Penalty: 5933.654785
	Iteration 66Q: 3 clusters Score -1.9124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154575 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -19123996.000000 Penalty: 5933.654785
	Iteration 67F: 3 clusters Score -1.9124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (249839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249839 members 
Entering Unmasked Estep 
Score: -30266530.000000 Penalty: 3082.285889
	Iteration 0F: 2 clusters Score -3.026653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124762 members 
Mstep: Class 2 contains 125077 members 
Entering Unmasked Estep 
Score: -30105708.000000 Penalty: 6164.571777
	Iteration 0F: 3 clusters Score -3.010571e+07 nChanged 120534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120202 members 
Mstep: Class 2 contains 129637 members 
Entering Unmasked Estep 
Score: -30177652.000000 Penalty: 6164.571777
	Iteration 1F: 3 clusters Score -3.017765e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117033 members 
Mstep: Class 2 contains 132806 members 
Entering Unmasked Estep 
Score: -30179818.000000 Penalty: 6164.571777
	Iteration 2Q: 3 clusters Score -3.017982e+07 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112195 members 
Mstep: Class 2 contains 137644 members 
Entering Unmasked Estep 
Score: -30183362.000000 Penalty: 6164.571777
	Iteration 3Q: 3 clusters Score -3.018336e+07 nChanged 12468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105001 members 
Mstep: Class 2 contains 144838 members 
Entering Unmasked Estep 
Score: -30189196.000000 Penalty: 6164.571777
	Iteration 4Q: 3 clusters Score -3.01892e+07 nChanged 15754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94969 members 
Mstep: Class 2 contains 154870 members 
Entering Unmasked Estep 
Score: -30198946.000000 Penalty: 6164.571777
	Iteration 5F: 3 clusters Score -3.019895e+07 nChanged 18475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 167379 members 
Entering Unmasked Estep 
Score: -30213454.000000 Penalty: 6164.571777
	Iteration 6F: 3 clusters Score -3.021345e+07 nChanged 18738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70228 members 
Mstep: Class 2 contains 179611 members 
Entering Unmasked Estep 
Score: -30231722.000000 Penalty: 6164.571777
	Iteration 7F: 3 clusters Score -3.023172e+07 nChanged 15231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61953 members 
Mstep: Class 2 contains 187886 members 
Entering Unmasked Estep 
Score: -30246616.000000 Penalty: 6164.571777
	Iteration 8F: 3 clusters Score -3.024662e+07 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57187 members 
Mstep: Class 2 contains 192652 members 
Entering Unmasked Estep 
Score: -30253366.000000 Penalty: 6164.571777
	Iteration 9Q: 3 clusters Score -3.025337e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 196356 members 
Entering Unmasked Estep 
Score: -30256398.000000 Penalty: 6164.571777
	Iteration 10Q: 3 clusters Score -3.02564e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 199756 members 
Entering Unmasked Estep 
Score: -30258290.000000 Penalty: 6164.571777
	Iteration 11Q: 3 clusters Score -3.025829e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 202996 members 
Entering Unmasked Estep 
Score: -30259870.000000 Penalty: 6164.571777
	Iteration 12Q: 3 clusters Score -3.025987e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 205970 members 
Entering Unmasked Estep 
Score: -30261094.000000 Penalty: 6164.571777
	Iteration 13Q: 3 clusters Score -3.026109e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 208819 members 
Entering Unmasked Estep 
Score: -30261946.000000 Penalty: 6164.571777
	Iteration 14Q: 3 clusters Score -3.026195e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 211517 members 
Entering Unmasked Estep 
Score: -30262308.000000 Penalty: 6164.571777
	Iteration 15Q: 3 clusters Score -3.026231e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 214014 members 
Entering Unmasked Estep 
Score: -30262710.000000 Penalty: 6164.571777
	Iteration 16Q: 3 clusters Score -3.026271e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 216347 members 
Entering Unmasked Estep 
Score: -30263088.000000 Penalty: 6164.571777
	Iteration 17Q: 3 clusters Score -3.026309e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 218483 members 
Entering Unmasked Estep 
Score: -30263342.000000 Penalty: 6164.571777
	Iteration 18Q: 3 clusters Score -3.026334e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 220400 members 
Entering Unmasked Estep 
Score: -30263636.000000 Penalty: 6164.571777
	Iteration 19Q: 3 clusters Score -3.026364e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 222166 members 
Entering Unmasked Estep 
Score: -30263866.000000 Penalty: 6164.571777
	Iteration 20F: 3 clusters Score -3.026387e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 223784 members 
Entering Unmasked Estep 
Score: -30263980.000000 Penalty: 6164.571777
	Iteration 21Q: 3 clusters Score -3.026398e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 225231 members 
Entering Unmasked Estep 
Score: -30264060.000000 Penalty: 6164.571777
	Iteration 22Q: 3 clusters Score -3.026406e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 226535 members 
Entering Unmasked Estep 
Score: -30264252.000000 Penalty: 6164.571777
	Iteration 23Q: 3 clusters Score -3.026425e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 227786 members 
Entering Unmasked Estep 
Score: -30264336.000000 Penalty: 6164.571777
	Iteration 24Q: 3 clusters Score -3.026434e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 228970 members 
Entering Unmasked Estep 
Score: -30264320.000000 Penalty: 6164.571777
	Iteration 25Q: 3 clusters Score -3.026432e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 230077 members 
Entering Unmasked Estep 
Score: -30264384.000000 Penalty: 6164.571777
	Iteration 26Q: 3 clusters Score -3.026438e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 231130 members 
Entering Unmasked Estep 
Score: -30264480.000000 Penalty: 6164.571777
	Iteration 27Q: 3 clusters Score -3.026448e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 232088 members 
Entering Unmasked Estep 
Score: -30264406.000000 Penalty: 6164.571777
	Iteration 28Q: 3 clusters Score -3.026441e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 233000 members 
Entering Unmasked Estep 
Score: -30264394.000000 Penalty: 6164.571777
	Iteration 29Q: 3 clusters Score -3.026439e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 233788 members 
Entering Unmasked Estep 
Score: -30264498.000000 Penalty: 6164.571777
	Iteration 30Q: 3 clusters Score -3.02645e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 234559 members 
Entering Unmasked Estep 
Score: -30264472.000000 Penalty: 6164.571777
	Iteration 31Q: 3 clusters Score -3.026447e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 235232 members 
Entering Unmasked Estep 
Score: -30264492.000000 Penalty: 6164.571777
	Iteration 32Q: 3 clusters Score -3.026449e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 235863 members 
Entering Unmasked Estep 
Score: -30264484.000000 Penalty: 6164.571777
	Iteration 33Q: 3 clusters Score -3.026448e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 236464 members 
Entering Unmasked Estep 
Score: -30264512.000000 Penalty: 6164.571777
	Iteration 34Q: 3 clusters Score -3.026451e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 237024 members 
Entering Unmasked Estep 
Score: -30264578.000000 Penalty: 6164.571777
	Iteration 35Q: 3 clusters Score -3.026458e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 237582 members 
Entering Unmasked Estep 
Score: -30264630.000000 Penalty: 6164.571777
	Iteration 36Q: 3 clusters Score -3.026463e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 238103 members 
Entering Unmasked Estep 
Score: -30264584.000000 Penalty: 6164.571777
	Iteration 37Q: 3 clusters Score -3.026458e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 238584 members 
Entering Unmasked Estep 
Score: -30264560.000000 Penalty: 6164.571777
	Iteration 38Q: 3 clusters Score -3.026456e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 239042 members 
Entering Unmasked Estep 
Score: -30264502.000000 Penalty: 6164.571777
	Iteration 39Q: 3 clusters Score -3.02645e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 239497 members 
Entering Unmasked Estep 
Score: -30264558.000000 Penalty: 6164.571777
	Iteration 40F: 3 clusters Score -3.026456e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 239897 members 
Entering Unmasked Estep 
Score: -30264494.000000 Penalty: 6164.571777
	Iteration 41Q: 3 clusters Score -3.026449e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 240307 members 
Entering Unmasked Estep 
Score: -30264550.000000 Penalty: 6164.571777
	Iteration 42Q: 3 clusters Score -3.026455e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 240665 members 
Entering Unmasked Estep 
Score: -30264520.000000 Penalty: 6164.571777
	Iteration 43Q: 3 clusters Score -3.026452e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 240972 members 
Entering Unmasked Estep 
Score: -30264544.000000 Penalty: 6164.571777
	Iteration 44Q: 3 clusters Score -3.026454e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 241257 members 
Entering Unmasked Estep 
Score: -30264540.000000 Penalty: 6164.571777
	Iteration 45Q: 3 clusters Score -3.026454e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 241557 members 
Entering Unmasked Estep 
Score: -30264560.000000 Penalty: 6164.571777
	Iteration 46Q: 3 clusters Score -3.026456e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 241876 members 
Entering Unmasked Estep 
Score: -30264544.000000 Penalty: 6164.571777
	Iteration 47Q: 3 clusters Score -3.026454e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 242179 members 
Entering Unmasked Estep 
Score: -30264612.000000 Penalty: 6164.571777
	Iteration 48Q: 3 clusters Score -3.026461e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 242450 members 
Entering Unmasked Estep 
Score: -30264650.000000 Penalty: 6164.571777
	Iteration 49Q: 3 clusters Score -3.026465e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 242691 members 
Entering Unmasked Estep 
Score: -30264686.000000 Penalty: 6164.571777
	Iteration 50Q: 3 clusters Score -3.026469e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 242901 members 
Entering Unmasked Estep 
Score: -30264632.000000 Penalty: 6164.571777
	Iteration 51Q: 3 clusters Score -3.026463e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 243093 members 
Entering Unmasked Estep 
Score: -30264658.000000 Penalty: 6164.571777
	Iteration 52Q: 3 clusters Score -3.026466e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 243296 members 
Entering Unmasked Estep 
Score: -30264686.000000 Penalty: 6164.571777
	Iteration 53Q: 3 clusters Score -3.026469e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 243487 members 
Entering Unmasked Estep 
Score: -30264648.000000 Penalty: 6164.571777
	Iteration 54Q: 3 clusters Score -3.026465e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 243641 members 
Entering Unmasked Estep 
Score: -30264640.000000 Penalty: 6164.571777
	Iteration 55Q: 3 clusters Score -3.026464e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 243782 members 
Entering Unmasked Estep 
Score: -30264634.000000 Penalty: 6164.571777
	Iteration 56Q: 3 clusters Score -3.026463e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 243921 members 
Entering Unmasked Estep 
Score: -30264576.000000 Penalty: 6164.571777
	Iteration 57Q: 3 clusters Score -3.026458e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 244064 members 
Entering Unmasked Estep 
Score: -30264574.000000 Penalty: 6164.571777
	Iteration 58Q: 3 clusters Score -3.026457e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 244199 members 
Entering Unmasked Estep 
Score: -30264548.000000 Penalty: 6164.571777
	Iteration 59Q: 3 clusters Score -3.026455e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 244328 members 
Entering Unmasked Estep 
Score: -30264610.000000 Penalty: 6164.571777
	Iteration 60F: 3 clusters Score -3.026461e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 244462 members 
Entering Unmasked Estep 
Score: -30264604.000000 Penalty: 6164.571777
	Iteration 61Q: 3 clusters Score -3.02646e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 244592 members 
Entering Unmasked Estep 
Score: -30264642.000000 Penalty: 6164.571777
	Iteration 62Q: 3 clusters Score -3.026464e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 244690 members 
Entering Unmasked Estep 
Score: -30264674.000000 Penalty: 6164.571777
	Iteration 63Q: 3 clusters Score -3.026467e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 244799 members 
Entering Unmasked Estep 
Score: -30264642.000000 Penalty: 6164.571777
	Iteration 64Q: 3 clusters Score -3.026464e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 244902 members 
Entering Unmasked Estep 
Score: -30264684.000000 Penalty: 6164.571777
	Iteration 65Q: 3 clusters Score -3.026468e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 245012 members 
Entering Unmasked Estep 
Score: -30264606.000000 Penalty: 6164.571777
	Iteration 66Q: 3 clusters Score -3.026461e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 245101 members 
Entering Unmasked Estep 
Score: -30264616.000000 Penalty: 6164.571777
	Iteration 67Q: 3 clusters Score -3.026462e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 245189 members 
Entering Unmasked Estep 
Score: -30264602.000000 Penalty: 6164.571777
	Iteration 68Q: 3 clusters Score -3.02646e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 245284 members 
Entering Unmasked Estep 
Score: -30264602.000000 Penalty: 6164.571777
	Iteration 69Q: 3 clusters Score -3.02646e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 245370 members 
Entering Unmasked Estep 
Score: -30264604.000000 Penalty: 6164.571777
	Iteration 70Q: 3 clusters Score -3.02646e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 245457 members 
Entering Unmasked Estep 
Score: -30264672.000000 Penalty: 6164.571777
	Iteration 71Q: 3 clusters Score -3.026467e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 245538 members 
Entering Unmasked Estep 
Score: -30264688.000000 Penalty: 6164.571777
	Iteration 72Q: 3 clusters Score -3.026469e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 245617 members 
Entering Unmasked Estep 
Score: -30264684.000000 Penalty: 6164.571777
	Iteration 73Q: 3 clusters Score -3.026468e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 245683 members 
Entering Unmasked Estep 
Score: -30264718.000000 Penalty: 6164.571777
	Iteration 74Q: 3 clusters Score -3.026472e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 245745 members 
Entering Unmasked Estep 
Score: -30264730.000000 Penalty: 6164.571777
	Iteration 75Q: 3 clusters Score -3.026473e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 245805 members 
Entering Unmasked Estep 
Score: -30264688.000000 Penalty: 6164.571777
	Iteration 76Q: 3 clusters Score -3.026469e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 245856 members 
Entering Unmasked Estep 
Score: -30264698.000000 Penalty: 6164.571777
	Iteration 77Q: 3 clusters Score -3.02647e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 245922 members 
Entering Unmasked Estep 
Score: -30264726.000000 Penalty: 6164.571777
	Iteration 78Q: 3 clusters Score -3.026473e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 245991 members 
Entering Unmasked Estep 
Score: -30264684.000000 Penalty: 6164.571777
	Iteration 79Q: 3 clusters Score -3.026468e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 246049 members 
Entering Unmasked Estep 
Score: -30264682.000000 Penalty: 6164.571777
	Iteration 80F: 3 clusters Score -3.026468e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 246120 members 
Entering Unmasked Estep 
Score: -30264646.000000 Penalty: 6164.571777
	Iteration 81Q: 3 clusters Score -3.026465e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 246186 members 
Entering Unmasked Estep 
Score: -30264612.000000 Penalty: 6164.571777
	Iteration 82Q: 3 clusters Score -3.026461e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 246255 members 
Entering Unmasked Estep 
Score: -30264602.000000 Penalty: 6164.571777
	Iteration 83Q: 3 clusters Score -3.02646e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 246312 members 
Entering Unmasked Estep 
Score: -30264628.000000 Penalty: 6164.571777
	Iteration 84Q: 3 clusters Score -3.026463e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 246382 members 
Entering Unmasked Estep 
Score: -30264628.000000 Penalty: 6164.571777
	Iteration 85Q: 3 clusters Score -3.026463e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 246467 members 
Entering Unmasked Estep 
Score: -30264588.000000 Penalty: 6164.571777
	Iteration 86Q: 3 clusters Score -3.026459e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 246540 members 
Entering Unmasked Estep 
Score: -30264590.000000 Penalty: 6164.571777
	Iteration 87Q: 3 clusters Score -3.026459e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 246602 members 
Entering Unmasked Estep 
Score: -30264616.000000 Penalty: 6164.571777
	Iteration 88Q: 3 clusters Score -3.026462e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 246657 members 
Entering Unmasked Estep 
Score: -30264592.000000 Penalty: 6164.571777
	Iteration 89Q: 3 clusters Score -3.026459e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 246714 members 
Entering Unmasked Estep 
Score: -30264588.000000 Penalty: 6164.571777
	Iteration 90Q: 3 clusters Score -3.026459e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 246767 members 
Entering Unmasked Estep 
Score: -30264554.000000 Penalty: 6164.571777
	Iteration 91Q: 3 clusters Score -3.026455e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 246813 members 
Entering Unmasked Estep 
Score: -30264562.000000 Penalty: 6164.571777
	Iteration 92Q: 3 clusters Score -3.026456e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 246869 members 
Entering Unmasked Estep 
Score: -30264540.000000 Penalty: 6164.571777
	Iteration 93Q: 3 clusters Score -3.026454e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 246917 members 
Entering Unmasked Estep 
Score: -30264538.000000 Penalty: 6164.571777
	Iteration 94Q: 3 clusters Score -3.026454e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 246967 members 
Entering Unmasked Estep 
Score: -30264566.000000 Penalty: 6164.571777
	Iteration 95Q: 3 clusters Score -3.026457e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 247014 members 
Entering Unmasked Estep 
Score: -30264576.000000 Penalty: 6164.571777
	Iteration 96Q: 3 clusters Score -3.026458e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 247055 members 
Entering Unmasked Estep 
Score: -30264584.000000 Penalty: 6164.571777
	Iteration 97Q: 3 clusters Score -3.026458e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 247097 members 
Entering Unmasked Estep 
Score: -30264602.000000 Penalty: 6164.571777
	Iteration 98Q: 3 clusters Score -3.02646e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 247134 members 
Entering Unmasked Estep 
Score: -30264588.000000 Penalty: 6164.571777
	Iteration 99Q: 3 clusters Score -3.026459e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 247170 members 
Entering Unmasked Estep 
Score: -30264594.000000 Penalty: 6164.571777
	Iteration 100F: 3 clusters Score -3.026459e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 247208 members 
Entering Unmasked Estep 
Score: -30264558.000000 Penalty: 6164.571777
	Iteration 101Q: 3 clusters Score -3.026456e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 247245 members 
Entering Unmasked Estep 
Score: -30264550.000000 Penalty: 6164.571777
	Iteration 102Q: 3 clusters Score -3.026455e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 247276 members 
Entering Unmasked Estep 
Score: -30264536.000000 Penalty: 6164.571777
	Iteration 103Q: 3 clusters Score -3.026454e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 247307 members 
Entering Unmasked Estep 
Score: -30264566.000000 Penalty: 6164.571777
	Iteration 104Q: 3 clusters Score -3.026457e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 247340 members 
Entering Unmasked Estep 
Score: -30264538.000000 Penalty: 6164.571777
	Iteration 105Q: 3 clusters Score -3.026454e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 247365 members 
Entering Unmasked Estep 
Score: -30264560.000000 Penalty: 6164.571777
	Iteration 106Q: 3 clusters Score -3.026456e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 247387 members 
Entering Unmasked Estep 
Score: -30264534.000000 Penalty: 6164.571777
	Iteration 107Q: 3 clusters Score -3.026453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 247401 members 
Entering Unmasked Estep 
Score: -30264528.000000 Penalty: 6164.571777
	Iteration 108Q: 3 clusters Score -3.026453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 247416 members 
Entering Unmasked Estep 
Score: -30264522.000000 Penalty: 6164.571777
	Iteration 109Q: 3 clusters Score -3.026452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 247427 members 
Entering Unmasked Estep 
Score: -30264530.000000 Penalty: 6164.571777
	Iteration 110Q: 3 clusters Score -3.026453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 247437 members 
Entering Unmasked Estep 
Score: -30264518.000000 Penalty: 6164.571777
	Iteration 111Q: 3 clusters Score -3.026452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 247451 members 
Entering Unmasked Estep 
Score: -30264514.000000 Penalty: 6164.571777
	Iteration 112Q: 3 clusters Score -3.026451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 247464 members 
Entering Unmasked Estep 
Score: -30264510.000000 Penalty: 6164.571777
	Iteration 113Q: 3 clusters Score -3.026451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 247477 members 
Entering Unmasked Estep 
Score: -30264538.000000 Penalty: 6164.571777
	Iteration 114Q: 3 clusters Score -3.026454e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 247494 members 
Entering Unmasked Estep 
Score: -30264504.000000 Penalty: 6164.571777
	Iteration 115Q: 3 clusters Score -3.02645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 247506 members 
Entering Unmasked Estep 
Score: -30264532.000000 Penalty: 6164.571777
	Iteration 116Q: 3 clusters Score -3.026453e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 247520 members 
Entering Unmasked Estep 
Score: -30264560.000000 Penalty: 6164.571777
	Iteration 117Q: 3 clusters Score -3.026456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 247530 members 
Entering Unmasked Estep 
Score: -30264564.000000 Penalty: 6164.571777
	Iteration 118Q: 3 clusters Score -3.026456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 247541 members 
Entering Unmasked Estep 
Score: -30264550.000000 Penalty: 6164.571777
	Iteration 119Q: 3 clusters Score -3.026455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 247555 members 
Entering Unmasked Estep 
Score: -30264554.000000 Penalty: 6164.571777
	Iteration 120F: 3 clusters Score -3.026455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 247562 members 
Entering Unmasked Estep 
Score: -30264518.000000 Penalty: 6164.571777
	Iteration 121Q: 3 clusters Score -3.026452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 247572 members 
Entering Unmasked Estep 
Score: -30264538.000000 Penalty: 6164.571777
	Iteration 122Q: 3 clusters Score -3.026454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 247585 members 
Entering Unmasked Estep 
Score: -30264526.000000 Penalty: 6164.571777
	Iteration 123Q: 3 clusters Score -3.026453e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 247596 members 
Entering Unmasked Estep 
Score: -30264518.000000 Penalty: 6164.571777
	Iteration 124Q: 3 clusters Score -3.026452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 247603 members 
Entering Unmasked Estep 
Score: -30264534.000000 Penalty: 6164.571777
	Iteration 125Q: 3 clusters Score -3.026453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 247612 members 
Entering Unmasked Estep 
Score: -30264514.000000 Penalty: 6164.571777
	Iteration 126Q: 3 clusters Score -3.026451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 247617 members 
Entering Unmasked Estep 
Score: -30264526.000000 Penalty: 6164.571777
	Iteration 127Q: 3 clusters Score -3.026453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 247624 members 
Entering Unmasked Estep 
Score: -30264532.000000 Penalty: 6164.571777
	Iteration 128Q: 3 clusters Score -3.026453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 247632 members 
Entering Unmasked Estep 
Score: -30264546.000000 Penalty: 6164.571777
	Iteration 129Q: 3 clusters Score -3.026455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 247641 members 
Entering Unmasked Estep 
Score: -30264548.000000 Penalty: 6164.571777
	Iteration 130Q: 3 clusters Score -3.026455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 247651 members 
Entering Unmasked Estep 
Score: -30264568.000000 Penalty: 6164.571777
	Iteration 131Q: 3 clusters Score -3.026457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 247660 members 
Entering Unmasked Estep 
Score: -30264558.000000 Penalty: 6164.571777
	Iteration 132Q: 3 clusters Score -3.026456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 247666 members 
Entering Unmasked Estep 
Score: -30264546.000000 Penalty: 6164.571777
	Iteration 133Q: 3 clusters Score -3.026455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 247672 members 
Entering Unmasked Estep 
Score: -30264556.000000 Penalty: 6164.571777
	Iteration 134Q: 3 clusters Score -3.026456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 247680 members 
Entering Unmasked Estep 
Score: -30264564.000000 Penalty: 6164.571777
	Iteration 135Q: 3 clusters Score -3.026456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 247686 members 
Entering Unmasked Estep 
Score: -30264542.000000 Penalty: 6164.571777
	Iteration 136Q: 3 clusters Score -3.026454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 247689 members 
Entering Unmasked Estep 
Score: -30264536.000000 Penalty: 6164.571777
	Iteration 137Q: 3 clusters Score -3.026454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 247694 members 
Entering Unmasked Estep 
Score: -30264538.000000 Penalty: 6164.571777
	Iteration 138Q: 3 clusters Score -3.026454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 247699 members 
Entering Unmasked Estep 
Score: -30264538.000000 Penalty: 6164.571777
	Iteration 139Q: 3 clusters Score -3.026454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 247705 members 
Entering Unmasked Estep 
Score: -30264546.000000 Penalty: 6164.571777
	Iteration 140F: 3 clusters Score -3.026455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 247708 members 
Entering Unmasked Estep 
Score: -30264540.000000 Penalty: 6164.571777
	Iteration 141Q: 3 clusters Score -3.026454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 247712 members 
Entering Unmasked Estep 
Score: -30264542.000000 Penalty: 6164.571777
	Iteration 142Q: 3 clusters Score -3.026454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 247717 members 
Entering Unmasked Estep 
Score: -30264542.000000 Penalty: 6164.571777
	Iteration 143Q: 3 clusters Score -3.026454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 247720 members 
Entering Unmasked Estep 
Score: -30264530.000000 Penalty: 6164.571777
	Iteration 144Q: 3 clusters Score -3.026453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 247723 members 
Entering Unmasked Estep 
Score: -30264542.000000 Penalty: 6164.571777
	Iteration 145Q: 3 clusters Score -3.026454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 247725 members 
Entering Unmasked Estep 
Score: -30264538.000000 Penalty: 6164.571777
	Iteration 146Q: 3 clusters Score -3.026454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 247725 members 
Entering Unmasked Estep 
Score: -30264530.000000 Penalty: 6164.571777
	Iteration 147Q: 3 clusters Score -3.026453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 247727 members 
Entering Unmasked Estep 
Score: -30264532.000000 Penalty: 6164.571777
	Iteration 148Q: 3 clusters Score -3.026453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 247731 members 
Entering Unmasked Estep 
Score: -30264522.000000 Penalty: 6164.571777
	Iteration 149Q: 3 clusters Score -3.026452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 247734 members 
Entering Unmasked Estep 
Score: -30264526.000000 Penalty: 6164.571777
	Iteration 150Q: 3 clusters Score -3.026453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 247736 members 
Entering Unmasked Estep 
Score: -30264522.000000 Penalty: 6164.571777
	Iteration 151Q: 3 clusters Score -3.026452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 247737 members 
Entering Unmasked Estep 
Score: -30264522.000000 Penalty: 6164.571777
	Iteration 152Q: 3 clusters Score -3.026452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 247739 members 
Entering Unmasked Estep 
Score: -30264524.000000 Penalty: 6164.571777
	Iteration 153Q: 3 clusters Score -3.026452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 247741 members 
Entering Unmasked Estep 
Score: -30264530.000000 Penalty: 6164.571777
	Iteration 154Q: 3 clusters Score -3.026453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 247744 members 
Entering Unmasked Estep 
Score: -30264528.000000 Penalty: 6164.571777
	Iteration 155Q: 3 clusters Score -3.026453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 247747 members 
Entering Unmasked Estep 
Score: -30264540.000000 Penalty: 6164.571777
	Iteration 156Q: 3 clusters Score -3.026454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 247749 members 
Entering Unmasked Estep 
Score: -30264530.000000 Penalty: 6164.571777
	Iteration 157Q: 3 clusters Score -3.026453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 247753 members 
Entering Unmasked Estep 
Score: -30264514.000000 Penalty: 6164.571777
	Iteration 158Q: 3 clusters Score -3.026451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 247755 members 
Entering Unmasked Estep 
Score: -30264522.000000 Penalty: 6164.571777
	Iteration 159Q: 3 clusters Score -3.026452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 247756 members 
Entering Unmasked Estep 
Score: -30264520.000000 Penalty: 6164.571777
	Iteration 160F: 3 clusters Score -3.026452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 247758 members 
Entering Unmasked Estep 
Score: -30264536.000000 Penalty: 6164.571777
	Iteration 161Q: 3 clusters Score -3.026454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 247759 members 
Entering Unmasked Estep 
Score: -30264536.000000 Penalty: 6164.571777
	Iteration 162Q: 3 clusters Score -3.026454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 247762 members 
Entering Unmasked Estep 
Score: -30264526.000000 Penalty: 6164.571777
	Iteration 163Q: 3 clusters Score -3.026453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 247761 members 
Entering Unmasked Estep 
Score: -30264520.000000 Penalty: 6164.571777
	Iteration 164Q: 3 clusters Score -3.026452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 247763 members 
Entering Unmasked Estep 
Score: -30264528.000000 Penalty: 6164.571777
	Iteration 165Q: 3 clusters Score -3.026453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 247765 members 
Entering Unmasked Estep 
Score: -30264536.000000 Penalty: 6164.571777
	Iteration 166Q: 3 clusters Score -3.026454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 247769 members 
Entering Unmasked Estep 
Score: -30264558.000000 Penalty: 6164.571777
	Iteration 167Q: 3 clusters Score -3.026456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 247773 members 
Entering Unmasked Estep 
Score: -30264552.000000 Penalty: 6164.571777
	Iteration 168Q: 3 clusters Score -3.026455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 247776 members 
Entering Unmasked Estep 
Score: -30264556.000000 Penalty: 6164.571777
	Iteration 169Q: 3 clusters Score -3.026456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 247780 members 
Entering Unmasked Estep 
Score: -30264556.000000 Penalty: 6164.571777
	Iteration 170Q: 3 clusters Score -3.026456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 247790 members 
Entering Unmasked Estep 
Score: -30264550.000000 Penalty: 6164.571777
	Iteration 171Q: 3 clusters Score -3.026455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 247802 members 
Entering Unmasked Estep 
Score: -30264558.000000 Penalty: 6164.571777
	Iteration 172Q: 3 clusters Score -3.026456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 247808 members 
Entering Unmasked Estep 
Score: -30264570.000000 Penalty: 6164.571777
	Iteration 173Q: 3 clusters Score -3.026457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 247818 members 
Entering Unmasked Estep 
Score: -30264540.000000 Penalty: 6164.571777
	Iteration 174Q: 3 clusters Score -3.026454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 247826 members 
Entering Unmasked Estep 
Score: -30264542.000000 Penalty: 6164.571777
	Iteration 175Q: 3 clusters Score -3.026454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 247832 members 
Entering Unmasked Estep 
Score: -30264538.000000 Penalty: 6164.571777
	Iteration 176Q: 3 clusters Score -3.026454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 247835 members 
Entering Unmasked Estep 
Score: -30264524.000000 Penalty: 6164.571777
	Iteration 177Q: 3 clusters Score -3.026452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 247841 members 
Entering Unmasked Estep 
Score: -30264518.000000 Penalty: 6164.571777
	Iteration 178Q: 3 clusters Score -3.026452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 247843 members 
Entering Unmasked Estep 
Score: -30264516.000000 Penalty: 6164.571777
	Iteration 179Q: 3 clusters Score -3.026452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 247844 members 
Entering Unmasked Estep 
Score: -30264514.000000 Penalty: 6164.571777
	Iteration 180F: 3 clusters Score -3.026451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 247846 members 
Entering Unmasked Estep 
Score: -30264500.000000 Penalty: 6164.571777
	Iteration 181Q: 3 clusters Score -3.02645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 247849 members 
Entering Unmasked Estep 
Score: -30264504.000000 Penalty: 6164.571777
	Iteration 182Q: 3 clusters Score -3.02645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 247851 members 
Entering Unmasked Estep 
Score: -30264506.000000 Penalty: 6164.571777
	Iteration 183Q: 3 clusters Score -3.026451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 247853 members 
Entering Unmasked Estep 
Score: -30264502.000000 Penalty: 6164.571777
	Iteration 184Q: 3 clusters Score -3.02645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 247854 members 
Entering Unmasked Estep 
Score: -30264512.000000 Penalty: 6164.571777
	Iteration 185Q: 3 clusters Score -3.026451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 247854 members 
Entering Unmasked Estep 
Score: -30264512.000000 Penalty: 6164.571777
	Iteration 186F: 3 clusters Score -3.026451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -105726.273438 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -105726.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -103745.132812 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -103745.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -104057.742188 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -104057.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -104197.359375 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -104197.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104297.164062 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -104297.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104378.789062 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -104378.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -104422.867188 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -104422.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -104459.156250 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -104459.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -104490.492188 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -104490.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -104509.593750 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -104509.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -104530.625000 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -104530.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -104552.890625 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -104552.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -104564.632812 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -104564.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -104567.562500 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -104567.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -104569.820312 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -104569.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -104573.968750 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -104574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -104577.335938 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -104577.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -104580.351562 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -104580.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -104582.164062 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -104582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -104586.609375 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -104586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -104587.734375 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -104587.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -104589.882812 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -104589.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -104591.265625 Penalty: 3444.745361
	Iteration 21Q: 3 clusters Score -104591.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -104593.328125 Penalty: 3444.745361
	Iteration 22Q: 3 clusters Score -104593.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -104593.804688 Penalty: 3444.745361
	Iteration 23Q: 3 clusters Score -104593.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -104596.000000 Penalty: 3444.745361
	Iteration 24Q: 3 clusters Score -104596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -104597.992188 Penalty: 3444.745361
	Iteration 25Q: 3 clusters Score -104598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -104597.992188 Penalty: 3444.745361
	Iteration 26F: 3 clusters Score -104598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Entering Unmasked Estep 
Score: -511081.875000 Penalty: 2085.748291
	Iteration 0F: 2 clusters Score -511081.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -506901.281250 Penalty: 4171.496582
	Iteration 0F: 3 clusters Score -506901.3 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -507895.718750 Penalty: 4171.496582
	Iteration 1F: 3 clusters Score -507895.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -508123.062500 Penalty: 4171.496582
	Iteration 2F: 3 clusters Score -508123.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -508286.343750 Penalty: 4171.496582
	Iteration 3F: 3 clusters Score -508286.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -508408.437500 Penalty: 4171.496582
	Iteration 4Q: 3 clusters Score -508408.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -508495.812500 Penalty: 4171.496582
	Iteration 5Q: 3 clusters Score -508495.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -508561.312500 Penalty: 4171.496582
	Iteration 6Q: 3 clusters Score -508561.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -508619.781250 Penalty: 4171.496582
	Iteration 7Q: 3 clusters Score -508619.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -508672.375000 Penalty: 4171.496582
	Iteration 8Q: 3 clusters Score -508672.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -508725.937500 Penalty: 4171.496582
	Iteration 9Q: 3 clusters Score -508725.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -508778.906250 Penalty: 4171.496582
	Iteration 10Q: 3 clusters Score -508778.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -508836.843750 Penalty: 4171.496582
	Iteration 11Q: 3 clusters Score -508836.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -508891.531250 Penalty: 4171.496582
	Iteration 12Q: 3 clusters Score -508891.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -508934.562500 Penalty: 4171.496582
	Iteration 13Q: 3 clusters Score -508934.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -508967.531250 Penalty: 4171.496582
	Iteration 14Q: 3 clusters Score -508967.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -508999.812500 Penalty: 4171.496582
	Iteration 15Q: 3 clusters Score -508999.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -509025.718750 Penalty: 4171.496582
	Iteration 16Q: 3 clusters Score -509025.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -509041.500000 Penalty: 4171.496582
	Iteration 17Q: 3 clusters Score -509041.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -509057.218750 Penalty: 4171.496582
	Iteration 18Q: 3 clusters Score -509057.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -509071.531250 Penalty: 4171.496582
	Iteration 19Q: 3 clusters Score -509071.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -509083.250000 Penalty: 4171.496582
	Iteration 20F: 3 clusters Score -509083.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -509090.656250 Penalty: 4171.496582
	Iteration 21Q: 3 clusters Score -509090.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -509097.562500 Penalty: 4171.496582
	Iteration 22Q: 3 clusters Score -509097.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -509103.843750 Penalty: 4171.496582
	Iteration 23Q: 3 clusters Score -509103.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -509109.375000 Penalty: 4171.496582
	Iteration 24Q: 3 clusters Score -509109.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -509116.656250 Penalty: 4171.496582
	Iteration 25Q: 3 clusters Score -509116.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -509120.718750 Penalty: 4171.496582
	Iteration 26Q: 3 clusters Score -509120.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -509125.781250 Penalty: 4171.496582
	Iteration 27Q: 3 clusters Score -509125.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -509131.125000 Penalty: 4171.496582
	Iteration 28Q: 3 clusters Score -509131.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -509134.812500 Penalty: 4171.496582
	Iteration 29Q: 3 clusters Score -509134.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -509136.750000 Penalty: 4171.496582
	Iteration 30Q: 3 clusters Score -509136.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -509139.031250 Penalty: 4171.496582
	Iteration 31Q: 3 clusters Score -509139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -509142.250000 Penalty: 4171.496582
	Iteration 32Q: 3 clusters Score -509142.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -509144.781250 Penalty: 4171.496582
	Iteration 33Q: 3 clusters Score -509144.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -509146.718750 Penalty: 4171.496582
	Iteration 34Q: 3 clusters Score -509146.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -509147.187500 Penalty: 4171.496582
	Iteration 35Q: 3 clusters Score -509147.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -509150.250000 Penalty: 4171.496582
	Iteration 36Q: 3 clusters Score -509150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -509154.562500 Penalty: 4171.496582
	Iteration 37Q: 3 clusters Score -509154.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -509155.781250 Penalty: 4171.496582
	Iteration 38Q: 3 clusters Score -509155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -509156.312500 Penalty: 4171.496582
	Iteration 39Q: 3 clusters Score -509156.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -509156.781250 Penalty: 4171.496582
	Iteration 40F: 3 clusters Score -509156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -509156.406250 Penalty: 4171.496582
	Iteration 41Q: 3 clusters Score -509156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -509158.062500 Penalty: 4171.496582
	Iteration 42Q: 3 clusters Score -509158.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -509158.843750 Penalty: 4171.496582
	Iteration 43Q: 3 clusters Score -509158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -509159.937500 Penalty: 4171.496582
	Iteration 44Q: 3 clusters Score -509159.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -509162.843750 Penalty: 4171.496582
	Iteration 45Q: 3 clusters Score -509162.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -509163.593750 Penalty: 4171.496582
	Iteration 46Q: 3 clusters Score -509163.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -509166.312500 Penalty: 4171.496582
	Iteration 47Q: 3 clusters Score -509166.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -509171.031250 Penalty: 4171.496582
	Iteration 48Q: 3 clusters Score -509171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -509175.562500 Penalty: 4171.496582
	Iteration 49Q: 3 clusters Score -509175.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -509181.906250 Penalty: 4171.496582
	Iteration 50Q: 3 clusters Score -509181.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -509183.531250 Penalty: 4171.496582
	Iteration 51Q: 3 clusters Score -509183.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -509182.781250 Penalty: 4171.496582
	Iteration 52Q: 3 clusters Score -509182.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -509182.781250 Penalty: 4171.496582
	Iteration 53F: 3 clusters Score -509182.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -289454.218750 Penalty: 1956.585815
	Iteration 0F: 2 clusters Score -289454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -286427.906250 Penalty: 3913.171631
	Iteration 0F: 3 clusters Score -286427.9 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -287099.937500 Penalty: 3913.171631
	Iteration 1F: 3 clusters Score -287099.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -287249.250000 Penalty: 3913.171631
	Iteration 2F: 3 clusters Score -287249.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -287333.281250 Penalty: 3913.171631
	Iteration 3Q: 3 clusters Score -287333.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -287413.125000 Penalty: 3913.171631
	Iteration 4Q: 3 clusters Score -287413.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -287478.062500 Penalty: 3913.171631
	Iteration 5Q: 3 clusters Score -287478.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -287539.718750 Penalty: 3913.171631
	Iteration 6Q: 3 clusters Score -287539.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -287604.156250 Penalty: 3913.171631
	Iteration 7Q: 3 clusters Score -287604.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -287673.906250 Penalty: 3913.171631
	Iteration 8Q: 3 clusters Score -287673.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -287737.593750 Penalty: 3913.171631
	Iteration 9Q: 3 clusters Score -287737.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -287822.093750 Penalty: 3913.171631
	Iteration 10Q: 3 clusters Score -287822.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -287898.531250 Penalty: 3913.171631
	Iteration 11Q: 3 clusters Score -287898.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -287977.093750 Penalty: 3913.171631
	Iteration 12Q: 3 clusters Score -287977.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -288076.906250 Penalty: 3913.171631
	Iteration 13Q: 3 clusters Score -288076.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -288172.062500 Penalty: 3913.171631
	Iteration 14Q: 3 clusters Score -288172.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -288233.406250 Penalty: 3913.171631
	Iteration 15Q: 3 clusters Score -288233.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -288275.812500 Penalty: 3913.171631
	Iteration 16Q: 3 clusters Score -288275.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -288302.125000 Penalty: 3913.171631
	Iteration 17Q: 3 clusters Score -288302.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -288317.812500 Penalty: 3913.171631
	Iteration 18Q: 3 clusters Score -288317.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -288329.187500 Penalty: 3913.171631
	Iteration 19Q: 3 clusters Score -288329.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -288341.093750 Penalty: 3913.171631
	Iteration 20F: 3 clusters Score -288341.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -288351.187500 Penalty: 3913.171631
	Iteration 21Q: 3 clusters Score -288351.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -288359.343750 Penalty: 3913.171631
	Iteration 22Q: 3 clusters Score -288359.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -288363.625000 Penalty: 3913.171631
	Iteration 23Q: 3 clusters Score -288363.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -288363.625000 Penalty: 3913.171631
	Iteration 24Q: 3 clusters Score -288363.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -288363.625000 Penalty: 3913.171631
	Iteration 25F: 3 clusters Score -288363.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (56247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56247 members 
Entering Unmasked Estep 
Score: -6908743.000000 Penalty: 2712.501953
	Iteration 0F: 2 clusters Score -6908743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -6870982.500000 Penalty: 5425.003906
	Iteration 0F: 3 clusters Score -6870982 nChanged 26095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -6885338.000000 Penalty: 5425.003906
	Iteration 1F: 3 clusters Score -6885338 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -6885778.000000 Penalty: 5425.003906
	Iteration 2Q: 3 clusters Score -6885778 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -6886318.500000 Penalty: 5425.003906
	Iteration 3Q: 3 clusters Score -6886318 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -6886841.500000 Penalty: 5425.003906
	Iteration 4Q: 3 clusters Score -6886842 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -6887463.500000 Penalty: 5425.003906
	Iteration 5Q: 3 clusters Score -6887464 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -6888260.500000 Penalty: 5425.003906
	Iteration 6Q: 3 clusters Score -6888260 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -6889346.500000 Penalty: 5425.003906
	Iteration 7Q: 3 clusters Score -6889346 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -6890818.000000 Penalty: 5425.003906
	Iteration 8Q: 3 clusters Score -6890818 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -6892863.000000 Penalty: 5425.003906
	Iteration 9F: 3 clusters Score -6892863 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -6895404.500000 Penalty: 5425.003906
	Iteration 10F: 3 clusters Score -6895404 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -6897997.500000 Penalty: 5425.003906
	Iteration 11F: 3 clusters Score -6897998 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -6900002.500000 Penalty: 5425.003906
	Iteration 12F: 3 clusters Score -6900002 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -6900945.500000 Penalty: 5425.003906
	Iteration 13Q: 3 clusters Score -6900946 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -6901425.500000 Penalty: 5425.003906
	Iteration 14Q: 3 clusters Score -6901426 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -6901742.500000 Penalty: 5425.003906
	Iteration 15Q: 3 clusters Score -6901742 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -6901997.500000 Penalty: 5425.003906
	Iteration 16Q: 3 clusters Score -6901998 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -6902213.000000 Penalty: 5425.003906
	Iteration 17Q: 3 clusters Score -6902213 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -6902341.500000 Penalty: 5425.003906
	Iteration 18Q: 3 clusters Score -6902342 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -6902410.000000 Penalty: 5425.003906
	Iteration 19Q: 3 clusters Score -6902410 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -6902491.500000 Penalty: 5425.003906
	Iteration 20F: 3 clusters Score -6902492 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -6902549.500000 Penalty: 5425.003906
	Iteration 21Q: 3 clusters Score -6902550 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -6902550.500000 Penalty: 5425.003906
	Iteration 22Q: 3 clusters Score -6902550 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -6902584.000000 Penalty: 5425.003906
	Iteration 23Q: 3 clusters Score -6902584 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -6902603.000000 Penalty: 5425.003906
	Iteration 24Q: 3 clusters Score -6902603 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -6902626.000000 Penalty: 5425.003906
	Iteration 25Q: 3 clusters Score -6902626 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -6902629.500000 Penalty: 5425.003906
	Iteration 26Q: 3 clusters Score -6902630 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -6902645.500000 Penalty: 5425.003906
	Iteration 27Q: 3 clusters Score -6902646 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -6902652.000000 Penalty: 5425.003906
	Iteration 28Q: 3 clusters Score -6902652 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -6902658.000000 Penalty: 5425.003906
	Iteration 29Q: 3 clusters Score -6902658 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -6902651.500000 Penalty: 5425.003906
	Iteration 30Q: 3 clusters Score -6902652 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -6902666.000000 Penalty: 5425.003906
	Iteration 31Q: 3 clusters Score -6902666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -6902671.500000 Penalty: 5425.003906
	Iteration 32Q: 3 clusters Score -6902672 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -6902663.500000 Penalty: 5425.003906
	Iteration 33Q: 3 clusters Score -6902664 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -6902665.000000 Penalty: 5425.003906
	Iteration 34Q: 3 clusters Score -6902665 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -6902668.500000 Penalty: 5425.003906
	Iteration 35Q: 3 clusters Score -6902668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -6902692.500000 Penalty: 5425.003906
	Iteration 36Q: 3 clusters Score -6902692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -6902691.500000 Penalty: 5425.003906
	Iteration 37Q: 3 clusters Score -6902692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -6902710.000000 Penalty: 5425.003906
	Iteration 38Q: 3 clusters Score -6902710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -6902715.500000 Penalty: 5425.003906
	Iteration 39Q: 3 clusters Score -6902716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -6902715.000000 Penalty: 5425.003906
	Iteration 40F: 3 clusters Score -6902715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -6902727.000000 Penalty: 5425.003906
	Iteration 41Q: 3 clusters Score -6902727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -6902722.000000 Penalty: 5425.003906
	Iteration 42Q: 3 clusters Score -6902722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -6902717.000000 Penalty: 5425.003906
	Iteration 43Q: 3 clusters Score -6902717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -6902723.000000 Penalty: 5425.003906
	Iteration 44Q: 3 clusters Score -6902723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -6902716.500000 Penalty: 5425.003906
	Iteration 45Q: 3 clusters Score -6902716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -6902714.000000 Penalty: 5425.003906
	Iteration 46Q: 3 clusters Score -6902714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -6902711.000000 Penalty: 5425.003906
	Iteration 47Q: 3 clusters Score -6902711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -6902714.000000 Penalty: 5425.003906
	Iteration 48Q: 3 clusters Score -6902714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -6902717.500000 Penalty: 5425.003906
	Iteration 49Q: 3 clusters Score -6902718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -6902716.500000 Penalty: 5425.003906
	Iteration 50Q: 3 clusters Score -6902716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -6902722.000000 Penalty: 5425.003906
	Iteration 51Q: 3 clusters Score -6902722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -6902717.000000 Penalty: 5425.003906
	Iteration 52Q: 3 clusters Score -6902717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -6902718.500000 Penalty: 5425.003906
	Iteration 53Q: 3 clusters Score -6902718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -6902713.500000 Penalty: 5425.003906
	Iteration 54Q: 3 clusters Score -6902714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -6902719.500000 Penalty: 5425.003906
	Iteration 55Q: 3 clusters Score -6902720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -6902722.000000 Penalty: 5425.003906
	Iteration 56Q: 3 clusters Score -6902722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -6902720.500000 Penalty: 5425.003906
	Iteration 57Q: 3 clusters Score -6902720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -6902719.500000 Penalty: 5425.003906
	Iteration 58Q: 3 clusters Score -6902720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -6902721.500000 Penalty: 5425.003906
	Iteration 59Q: 3 clusters Score -6902722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -6902723.500000 Penalty: 5425.003906
	Iteration 60F: 3 clusters Score -6902724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -6902726.500000 Penalty: 5425.003906
	Iteration 61Q: 3 clusters Score -6902726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -6902731.000000 Penalty: 5425.003906
	Iteration 62Q: 3 clusters Score -6902731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -6902728.000000 Penalty: 5425.003906
	Iteration 63Q: 3 clusters Score -6902728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -6902726.500000 Penalty: 5425.003906
	Iteration 64Q: 3 clusters Score -6902726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -6902726.500000 Penalty: 5425.003906
	Iteration 65F: 3 clusters Score -6902726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26979.568359 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26979.57 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 144 members 
Entering Unmasked Estep 
Score: -25728.787109 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25728.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25884.919922 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -25884.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25973.986328 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -25973.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25993.019531 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -25993.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25993.019531 Penalty: 2838.898193
	Iteration 4F: 3 clusters Score -25993.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (192847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192847 members 
Entering Unmasked Estep 
Score: -23416212.000000 Penalty: 3018.073730
	Iteration 0F: 2 clusters Score -2.341621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96112 members 
Mstep: Class 2 contains 96735 members 
Entering Unmasked Estep 
Score: -23289092.000000 Penalty: 6036.147461
	Iteration 0F: 3 clusters Score -2.328909e+07 nChanged 92882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90948 members 
Mstep: Class 2 contains 101899 members 
Entering Unmasked Estep 
Score: -23343730.000000 Penalty: 6036.147461
	Iteration 1F: 3 clusters Score -2.334373e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87290 members 
Mstep: Class 2 contains 105557 members 
Entering Unmasked Estep 
Score: -23345544.000000 Penalty: 6036.147461
	Iteration 2Q: 3 clusters Score -2.334554e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 111153 members 
Entering Unmasked Estep 
Score: -23348398.000000 Penalty: 6036.147461
	Iteration 3Q: 3 clusters Score -2.33484e+07 nChanged 10183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 119384 members 
Entering Unmasked Estep 
Score: -23353576.000000 Penalty: 6036.147461
	Iteration 4F: 3 clusters Score -2.335358e+07 nChanged 12926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 130828 members 
Entering Unmasked Estep 
Score: -23361968.000000 Penalty: 6036.147461
	Iteration 5F: 3 clusters Score -2.336197e+07 nChanged 15415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 145207 members 
Entering Unmasked Estep 
Score: -23374704.000000 Penalty: 6036.147461
	Iteration 6F: 3 clusters Score -2.33747e+07 nChanged 15214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 159857 members 
Entering Unmasked Estep 
Score: -23388428.000000 Penalty: 6036.147461
	Iteration 7F: 3 clusters Score -2.338843e+07 nChanged 12092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 171615 members 
Entering Unmasked Estep 
Score: -23399274.000000 Penalty: 6036.147461
	Iteration 8F: 3 clusters Score -2.339927e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 178903 members 
Entering Unmasked Estep 
Score: -23405750.000000 Penalty: 6036.147461
	Iteration 9Q: 3 clusters Score -2.340575e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 182938 members 
Entering Unmasked Estep 
Score: -23409016.000000 Penalty: 6036.147461
	Iteration 10Q: 3 clusters Score -2.340902e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 185176 members 
Entering Unmasked Estep 
Score: -23410714.000000 Penalty: 6036.147461
	Iteration 11Q: 3 clusters Score -2.341071e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 186630 members 
Entering Unmasked Estep 
Score: -23411678.000000 Penalty: 6036.147461
	Iteration 12Q: 3 clusters Score -2.341168e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 187595 members 
Entering Unmasked Estep 
Score: -23412414.000000 Penalty: 6036.147461
	Iteration 13Q: 3 clusters Score -2.341241e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 188291 members 
Entering Unmasked Estep 
Score: -23412818.000000 Penalty: 6036.147461
	Iteration 14Q: 3 clusters Score -2.341282e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 188816 members 
Entering Unmasked Estep 
Score: -23413202.000000 Penalty: 6036.147461
	Iteration 15Q: 3 clusters Score -2.34132e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 189176 members 
Entering Unmasked Estep 
Score: -23413596.000000 Penalty: 6036.147461
	Iteration 16Q: 3 clusters Score -2.34136e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 189468 members 
Entering Unmasked Estep 
Score: -23413892.000000 Penalty: 6036.147461
	Iteration 17Q: 3 clusters Score -2.341389e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 189650 members 
Entering Unmasked Estep 
Score: -23414082.000000 Penalty: 6036.147461
	Iteration 18Q: 3 clusters Score -2.341408e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 189760 members 
Entering Unmasked Estep 
Score: -23414182.000000 Penalty: 6036.147461
	Iteration 19Q: 3 clusters Score -2.341418e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 189840 members 
Entering Unmasked Estep 
Score: -23414242.000000 Penalty: 6036.147461
	Iteration 20F: 3 clusters Score -2.341424e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 189900 members 
Entering Unmasked Estep 
Score: -23414304.000000 Penalty: 6036.147461
	Iteration 21Q: 3 clusters Score -2.34143e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 189945 members 
Entering Unmasked Estep 
Score: -23414330.000000 Penalty: 6036.147461
	Iteration 22Q: 3 clusters Score -2.341433e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 189974 members 
Entering Unmasked Estep 
Score: -23414318.000000 Penalty: 6036.147461
	Iteration 23Q: 3 clusters Score -2.341432e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 190002 members 
Entering Unmasked Estep 
Score: -23414324.000000 Penalty: 6036.147461
	Iteration 24Q: 3 clusters Score -2.341432e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 190033 members 
Entering Unmasked Estep 
Score: -23414360.000000 Penalty: 6036.147461
	Iteration 25Q: 3 clusters Score -2.341436e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 190044 members 
Entering Unmasked Estep 
Score: -23414376.000000 Penalty: 6036.147461
	Iteration 26Q: 3 clusters Score -2.341438e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 190047 members 
Entering Unmasked Estep 
Score: -23414392.000000 Penalty: 6036.147461
	Iteration 27Q: 3 clusters Score -2.341439e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 190059 members 
Entering Unmasked Estep 
Score: -23414412.000000 Penalty: 6036.147461
	Iteration 28Q: 3 clusters Score -2.341441e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 190059 members 
Entering Unmasked Estep 
Score: -23414404.000000 Penalty: 6036.147461
	Iteration 29Q: 3 clusters Score -2.34144e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 190062 members 
Entering Unmasked Estep 
Score: -23414402.000000 Penalty: 6036.147461
	Iteration 30Q: 3 clusters Score -2.34144e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 190064 members 
Entering Unmasked Estep 
Score: -23414400.000000 Penalty: 6036.147461
	Iteration 31Q: 3 clusters Score -2.34144e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 190077 members 
Entering Unmasked Estep 
Score: -23414392.000000 Penalty: 6036.147461
	Iteration 32Q: 3 clusters Score -2.341439e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 190089 members 
Entering Unmasked Estep 
Score: -23414400.000000 Penalty: 6036.147461
	Iteration 33Q: 3 clusters Score -2.34144e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 190101 members 
Entering Unmasked Estep 
Score: -23414394.000000 Penalty: 6036.147461
	Iteration 34Q: 3 clusters Score -2.341439e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 190105 members 
Entering Unmasked Estep 
Score: -23414402.000000 Penalty: 6036.147461
	Iteration 35Q: 3 clusters Score -2.34144e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 190111 members 
Entering Unmasked Estep 
Score: -23414392.000000 Penalty: 6036.147461
	Iteration 36Q: 3 clusters Score -2.341439e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 190116 members 
Entering Unmasked Estep 
Score: -23414390.000000 Penalty: 6036.147461
	Iteration 37Q: 3 clusters Score -2.341439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 190119 members 
Entering Unmasked Estep 
Score: -23414382.000000 Penalty: 6036.147461
	Iteration 38Q: 3 clusters Score -2.341438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 190126 members 
Entering Unmasked Estep 
Score: -23414384.000000 Penalty: 6036.147461
	Iteration 39Q: 3 clusters Score -2.341438e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 190131 members 
Entering Unmasked Estep 
Score: -23414376.000000 Penalty: 6036.147461
	Iteration 40F: 3 clusters Score -2.341438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 190133 members 
Entering Unmasked Estep 
Score: -23414368.000000 Penalty: 6036.147461
	Iteration 41Q: 3 clusters Score -2.341437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 190130 members 
Entering Unmasked Estep 
Score: -23414394.000000 Penalty: 6036.147461
	Iteration 42Q: 3 clusters Score -2.341439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 190133 members 
Entering Unmasked Estep 
Score: -23414390.000000 Penalty: 6036.147461
	Iteration 43Q: 3 clusters Score -2.341439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 190136 members 
Entering Unmasked Estep 
Score: -23414408.000000 Penalty: 6036.147461
	Iteration 44Q: 3 clusters Score -2.341441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 190140 members 
Entering Unmasked Estep 
Score: -23414402.000000 Penalty: 6036.147461
	Iteration 45Q: 3 clusters Score -2.34144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 190141 members 
Entering Unmasked Estep 
Score: -23414402.000000 Penalty: 6036.147461
	Iteration 46Q: 3 clusters Score -2.34144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 190140 members 
Entering Unmasked Estep 
Score: -23414410.000000 Penalty: 6036.147461
	Iteration 47Q: 3 clusters Score -2.341441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 190140 members 
Entering Unmasked Estep 
Score: -23414410.000000 Penalty: 6036.147461
	Iteration 48F: 3 clusters Score -2.341441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Entering Unmasked Estep 
Score: -5835148.000000 Penalty: 2680.250732
	Iteration 0F: 2 clusters Score -5835148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -5802011.000000 Penalty: 5360.501465
	Iteration 0F: 3 clusters Score -5802011 nChanged 22607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -5814179.500000 Penalty: 5360.501465
	Iteration 1F: 3 clusters Score -5814180 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -5814696.000000 Penalty: 5360.501465
	Iteration 2Q: 3 clusters Score -5814696 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -5815182.500000 Penalty: 5360.501465
	Iteration 3Q: 3 clusters Score -5815182 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -5815711.500000 Penalty: 5360.501465
	Iteration 4Q: 3 clusters Score -5815712 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -5816445.000000 Penalty: 5360.501465
	Iteration 5Q: 3 clusters Score -5816445 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -5817539.000000 Penalty: 5360.501465
	Iteration 6Q: 3 clusters Score -5817539 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -5819411.500000 Penalty: 5360.501465
	Iteration 7F: 3 clusters Score -5819412 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -5822359.000000 Penalty: 5360.501465
	Iteration 8F: 3 clusters Score -5822359 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -5826196.500000 Penalty: 5360.501465
	Iteration 9F: 3 clusters Score -5826196 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -5829552.000000 Penalty: 5360.501465
	Iteration 10F: 3 clusters Score -5829552 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5831492.000000 Penalty: 5360.501465
	Iteration 11Q: 3 clusters Score -5831492 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5832309.000000 Penalty: 5360.501465
	Iteration 12Q: 3 clusters Score -5832309 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5832585.500000 Penalty: 5360.501465
	Iteration 13Q: 3 clusters Score -5832586 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5832677.500000 Penalty: 5360.501465
	Iteration 14Q: 3 clusters Score -5832678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5832738.000000 Penalty: 5360.501465
	Iteration 15Q: 3 clusters Score -5832738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5832764.000000 Penalty: 5360.501465
	Iteration 16Q: 3 clusters Score -5832764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5832782.500000 Penalty: 5360.501465
	Iteration 17Q: 3 clusters Score -5832782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5832795.000000 Penalty: 5360.501465
	Iteration 18Q: 3 clusters Score -5832795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5832813.500000 Penalty: 5360.501465
	Iteration 19Q: 3 clusters Score -5832814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5832828.500000 Penalty: 5360.501465
	Iteration 20F: 3 clusters Score -5832828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5832827.000000 Penalty: 5360.501465
	Iteration 21Q: 3 clusters Score -5832827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5832827.000000 Penalty: 5360.501465
	Iteration 22F: 3 clusters Score -5832827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Entering Unmasked Estep 
Score: -465399.562500 Penalty: 2057.729004
	Iteration 0F: 2 clusters Score -465399.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -461498.093750 Penalty: 4115.458008
	Iteration 0F: 3 clusters Score -461498.1 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -462524.500000 Penalty: 4115.458008
	Iteration 1F: 3 clusters Score -462524.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -462890.031250 Penalty: 4115.458008
	Iteration 2F: 3 clusters Score -462890 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -463122.312500 Penalty: 4115.458008
	Iteration 3F: 3 clusters Score -463122.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -463278.812500 Penalty: 4115.458008
	Iteration 4F: 3 clusters Score -463278.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -463396.750000 Penalty: 4115.458008
	Iteration 5Q: 3 clusters Score -463396.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -463485.906250 Penalty: 4115.458008
	Iteration 6Q: 3 clusters Score -463485.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -463570.875000 Penalty: 4115.458008
	Iteration 7Q: 3 clusters Score -463570.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -463629.625000 Penalty: 4115.458008
	Iteration 8Q: 3 clusters Score -463629.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -463681.500000 Penalty: 4115.458008
	Iteration 9Q: 3 clusters Score -463681.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -463725.468750 Penalty: 4115.458008
	Iteration 10Q: 3 clusters Score -463725.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -463752.250000 Penalty: 4115.458008
	Iteration 11Q: 3 clusters Score -463752.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -463775.812500 Penalty: 4115.458008
	Iteration 12Q: 3 clusters Score -463775.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -463793.781250 Penalty: 4115.458008
	Iteration 13Q: 3 clusters Score -463793.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -463808.906250 Penalty: 4115.458008
	Iteration 14Q: 3 clusters Score -463808.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -463824.406250 Penalty: 4115.458008
	Iteration 15Q: 3 clusters Score -463824.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -463838.656250 Penalty: 4115.458008
	Iteration 16Q: 3 clusters Score -463838.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -463848.906250 Penalty: 4115.458008
	Iteration 17Q: 3 clusters Score -463848.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -463861.656250 Penalty: 4115.458008
	Iteration 18Q: 3 clusters Score -463861.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -463873.781250 Penalty: 4115.458008
	Iteration 19Q: 3 clusters Score -463873.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -463883.625000 Penalty: 4115.458008
	Iteration 20F: 3 clusters Score -463883.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -463891.687500 Penalty: 4115.458008
	Iteration 21Q: 3 clusters Score -463891.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -463894.312500 Penalty: 4115.458008
	Iteration 22Q: 3 clusters Score -463894.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -463896.968750 Penalty: 4115.458008
	Iteration 23Q: 3 clusters Score -463897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -463899.000000 Penalty: 4115.458008
	Iteration 24Q: 3 clusters Score -463899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -463899.593750 Penalty: 4115.458008
	Iteration 25Q: 3 clusters Score -463899.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -463899.593750 Penalty: 4115.458008
	Iteration 26F: 3 clusters Score -463899.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (133408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133408 members 
Entering Unmasked Estep 
Score: -16299606.000000 Penalty: 2926.689453
	Iteration 0F: 2 clusters Score -1.629961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 67086 members 
Entering Unmasked Estep 
Score: -16210301.000000 Penalty: 5853.378906
	Iteration 0F: 3 clusters Score -1.62103e+07 nChanged 63511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60977 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -16247289.000000 Penalty: 5853.378906
	Iteration 1F: 3 clusters Score -1.624729e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 75716 members 
Entering Unmasked Estep 
Score: -16248486.000000 Penalty: 5853.378906
	Iteration 2Q: 3 clusters Score -1.624849e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 80703 members 
Entering Unmasked Estep 
Score: -16250550.000000 Penalty: 5853.378906
	Iteration 3Q: 3 clusters Score -1.625055e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 88101 members 
Entering Unmasked Estep 
Score: -16254629.000000 Penalty: 5853.378906
	Iteration 4F: 3 clusters Score -1.625463e+07 nChanged 10427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -16262004.000000 Penalty: 5853.378906
	Iteration 5F: 3 clusters Score -1.6262e+07 nChanged 12843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 111351 members 
Entering Unmasked Estep 
Score: -16273971.000000 Penalty: 5853.378906
	Iteration 6F: 3 clusters Score -1.627397e+07 nChanged 12015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 123366 members 
Entering Unmasked Estep 
Score: -16286614.000000 Penalty: 5853.378906
	Iteration 7F: 3 clusters Score -1.628661e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 130341 members 
Entering Unmasked Estep 
Score: -16294023.000000 Penalty: 5853.378906
	Iteration 8F: 3 clusters Score -1.629402e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 132630 members 
Entering Unmasked Estep 
Score: -16296276.000000 Penalty: 5853.378906
	Iteration 9Q: 3 clusters Score -1.629628e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 133073 members 
Entering Unmasked Estep 
Score: -16296778.000000 Penalty: 5853.378906
	Iteration 10Q: 3 clusters Score -1.629678e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 133142 members 
Entering Unmasked Estep 
Score: -16296897.000000 Penalty: 5853.378906
	Iteration 11Q: 3 clusters Score -1.62969e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 133166 members 
Entering Unmasked Estep 
Score: -16296953.000000 Penalty: 5853.378906
	Iteration 12Q: 3 clusters Score -1.629695e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 133182 members 
Entering Unmasked Estep 
Score: -16296978.000000 Penalty: 5853.378906
	Iteration 13Q: 3 clusters Score -1.629698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 133181 members 
Entering Unmasked Estep 
Score: -16296986.000000 Penalty: 5853.378906
	Iteration 14Q: 3 clusters Score -1.629699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 133184 members 
Entering Unmasked Estep 
Score: -16296984.000000 Penalty: 5853.378906
	Iteration 15Q: 3 clusters Score -1.629698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 133189 members 
Entering Unmasked Estep 
Score: -16296995.000000 Penalty: 5853.378906
	Iteration 16Q: 3 clusters Score -1.6297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 133192 members 
Entering Unmasked Estep 
Score: -16297003.000000 Penalty: 5853.378906
	Iteration 17Q: 3 clusters Score -1.6297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 133194 members 
Entering Unmasked Estep 
Score: -16297001.000000 Penalty: 5853.378906
	Iteration 18Q: 3 clusters Score -1.6297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 133194 members 
Entering Unmasked Estep 
Score: -16297004.000000 Penalty: 5853.378906
	Iteration 19Q: 3 clusters Score -1.6297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 133194 members 
Entering Unmasked Estep 
Score: -16297004.000000 Penalty: 5853.378906
	Iteration 20F: 3 clusters Score -1.6297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -470551.031250 Penalty: 2065.515625
	Iteration 0F: 2 clusters Score -470551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -466548.562500 Penalty: 4131.031250
	Iteration 0F: 3 clusters Score -466548.6 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -467441.437500 Penalty: 4131.031250
	Iteration 1F: 3 clusters Score -467441.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -467675.968750 Penalty: 4131.031250
	Iteration 2F: 3 clusters Score -467676 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -467865.187500 Penalty: 4131.031250
	Iteration 3F: 3 clusters Score -467865.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -468056.031250 Penalty: 4131.031250
	Iteration 4Q: 3 clusters Score -468056 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -468317.781250 Penalty: 4131.031250
	Iteration 5F: 3 clusters Score -468317.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -468584.062500 Penalty: 4131.031250
	Iteration 6F: 3 clusters Score -468584.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -468836.375000 Penalty: 4131.031250
	Iteration 7F: 3 clusters Score -468836.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -469039.093750 Penalty: 4131.031250
	Iteration 8F: 3 clusters Score -469039.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -469167.156250 Penalty: 4131.031250
	Iteration 9Q: 3 clusters Score -469167.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -469232.000000 Penalty: 4131.031250
	Iteration 10Q: 3 clusters Score -469232 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -469267.937500 Penalty: 4131.031250
	Iteration 11Q: 3 clusters Score -469267.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -469287.031250 Penalty: 4131.031250
	Iteration 12Q: 3 clusters Score -469287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -469301.781250 Penalty: 4131.031250
	Iteration 13Q: 3 clusters Score -469301.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -469310.875000 Penalty: 4131.031250
	Iteration 14Q: 3 clusters Score -469310.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -469317.718750 Penalty: 4131.031250
	Iteration 15Q: 3 clusters Score -469317.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -469321.750000 Penalty: 4131.031250
	Iteration 16Q: 3 clusters Score -469321.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -469322.531250 Penalty: 4131.031250
	Iteration 17Q: 3 clusters Score -469322.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -469324.406250 Penalty: 4131.031250
	Iteration 18Q: 3 clusters Score -469324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -469324.343750 Penalty: 4131.031250
	Iteration 19Q: 3 clusters Score -469324.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -469324.343750 Penalty: 4131.031250
	Iteration 20F: 3 clusters Score -469324.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -28039.126953 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -28039.13 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 140 members 
Entering Unmasked Estep 
Score: -26768.658203 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -26768.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26885.031250 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -26885.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26911.371094 Penalty: 2801.891357
	Iteration 2Q: 3 clusters Score -26911.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26933.468750 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -26933.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26943.080078 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -26943.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26956.910156 Penalty: 2801.891357
	Iteration 5Q: 3 clusters Score -26956.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26959.789062 Penalty: 2801.891357
	Iteration 6Q: 3 clusters Score -26959.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26959.789062 Penalty: 2801.891357
	Iteration 7F: 3 clusters Score -26959.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Entering Unmasked Estep 
Score: -1873460.500000 Penalty: 2386.186768
	Iteration 0F: 2 clusters Score -1873460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1862539.500000 Penalty: 4772.373535
	Iteration 0F: 3 clusters Score -1862540 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1865931.500000 Penalty: 4772.373535
	Iteration 1F: 3 clusters Score -1865932 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1866271.875000 Penalty: 4772.373535
	Iteration 2F: 3 clusters Score -1866272 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1866529.750000 Penalty: 4772.373535
	Iteration 3Q: 3 clusters Score -1866530 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1866751.250000 Penalty: 4772.373535
	Iteration 4Q: 3 clusters Score -1866751 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1866945.250000 Penalty: 4772.373535
	Iteration 5Q: 3 clusters Score -1866945 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1867119.125000 Penalty: 4772.373535
	Iteration 6Q: 3 clusters Score -1867119 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1867284.375000 Penalty: 4772.373535
	Iteration 7Q: 3 clusters Score -1867284 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1867426.125000 Penalty: 4772.373535
	Iteration 8Q: 3 clusters Score -1867426 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1867564.500000 Penalty: 4772.373535
	Iteration 9Q: 3 clusters Score -1867564 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1867720.625000 Penalty: 4772.373535
	Iteration 10Q: 3 clusters Score -1867721 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1867910.125000 Penalty: 4772.373535
	Iteration 11Q: 3 clusters Score -1867910 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1868199.000000 Penalty: 4772.373535
	Iteration 12Q: 3 clusters Score -1868199 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1868631.125000 Penalty: 4772.373535
	Iteration 13Q: 3 clusters Score -1868631 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1869187.875000 Penalty: 4772.373535
	Iteration 14Q: 3 clusters Score -1869188 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1869805.125000 Penalty: 4772.373535
	Iteration 15Q: 3 clusters Score -1869805 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1870322.750000 Penalty: 4772.373535
	Iteration 16Q: 3 clusters Score -1870323 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1870621.875000 Penalty: 4772.373535
	Iteration 17Q: 3 clusters Score -1870622 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1870826.375000 Penalty: 4772.373535
	Iteration 18Q: 3 clusters Score -1870826 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1870930.750000 Penalty: 4772.373535
	Iteration 19Q: 3 clusters Score -1870931 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1870994.250000 Penalty: 4772.373535
	Iteration 20F: 3 clusters Score -1870994 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1871034.875000 Penalty: 4772.373535
	Iteration 21Q: 3 clusters Score -1871035 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1871071.375000 Penalty: 4772.373535
	Iteration 22Q: 3 clusters Score -1871071 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1871105.000000 Penalty: 4772.373535
	Iteration 23Q: 3 clusters Score -1871105 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1871137.125000 Penalty: 4772.373535
	Iteration 24Q: 3 clusters Score -1871137 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1871151.625000 Penalty: 4772.373535
	Iteration 25Q: 3 clusters Score -1871152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1871172.625000 Penalty: 4772.373535
	Iteration 26Q: 3 clusters Score -1871173 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1871184.500000 Penalty: 4772.373535
	Iteration 27Q: 3 clusters Score -1871184 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1871198.500000 Penalty: 4772.373535
	Iteration 28Q: 3 clusters Score -1871198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1871203.875000 Penalty: 4772.373535
	Iteration 29Q: 3 clusters Score -1871204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1871220.625000 Penalty: 4772.373535
	Iteration 30Q: 3 clusters Score -1871221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1871228.500000 Penalty: 4772.373535
	Iteration 31Q: 3 clusters Score -1871228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1871235.000000 Penalty: 4772.373535
	Iteration 32Q: 3 clusters Score -1871235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1871250.250000 Penalty: 4772.373535
	Iteration 33Q: 3 clusters Score -1871250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1871258.000000 Penalty: 4772.373535
	Iteration 34Q: 3 clusters Score -1871258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1871263.500000 Penalty: 4772.373535
	Iteration 35Q: 3 clusters Score -1871264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1871269.250000 Penalty: 4772.373535
	Iteration 36Q: 3 clusters Score -1871269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1871272.500000 Penalty: 4772.373535
	Iteration 37Q: 3 clusters Score -1871272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1871282.875000 Penalty: 4772.373535
	Iteration 38Q: 3 clusters Score -1871283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1871277.625000 Penalty: 4772.373535
	Iteration 39Q: 3 clusters Score -1871278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1871285.125000 Penalty: 4772.373535
	Iteration 40F: 3 clusters Score -1871285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1871283.125000 Penalty: 4772.373535
	Iteration 41Q: 3 clusters Score -1871283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1871284.000000 Penalty: 4772.373535
	Iteration 42Q: 3 clusters Score -1871284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1871288.500000 Penalty: 4772.373535
	Iteration 43Q: 3 clusters Score -1871288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1871293.750000 Penalty: 4772.373535
	Iteration 44Q: 3 clusters Score -1871294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1871299.250000 Penalty: 4772.373535
	Iteration 45Q: 3 clusters Score -1871299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1871305.000000 Penalty: 4772.373535
	Iteration 46Q: 3 clusters Score -1871305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1871307.000000 Penalty: 4772.373535
	Iteration 47Q: 3 clusters Score -1871307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1871306.500000 Penalty: 4772.373535
	Iteration 48Q: 3 clusters Score -1871306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1871309.750000 Penalty: 4772.373535
	Iteration 49Q: 3 clusters Score -1871310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1871307.875000 Penalty: 4772.373535
	Iteration 50Q: 3 clusters Score -1871308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1871307.625000 Penalty: 4772.373535
	Iteration 51Q: 3 clusters Score -1871308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1871310.125000 Penalty: 4772.373535
	Iteration 52Q: 3 clusters Score -1871310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1871310.250000 Penalty: 4772.373535
	Iteration 53Q: 3 clusters Score -1871310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1871308.125000 Penalty: 4772.373535
	Iteration 54Q: 3 clusters Score -1871308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1871310.250000 Penalty: 4772.373535
	Iteration 55Q: 3 clusters Score -1871310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1871310.250000 Penalty: 4772.373535
	Iteration 56F: 3 clusters Score -1871310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 156845 members 
Mstep: Class 5 contains 249839 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4493 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 56247 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 192847 members 
Mstep: Class 13 contains 49388 members 
Mstep: Class 14 contains 4013 members 
Mstep: Class 15 contains 133408 members 
Mstep: Class 16 contains 4141 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302192.000000 Penalty: 57676.941406
Iteration 199Q: 18 clusters Score -1.043022e+08 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 157239 members 
Mstep: Class 5 contains 248534 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4492 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 56253 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 193898 members 
Mstep: Class 13 contains 49322 members 
Mstep: Class 14 contains 4012 members 
Mstep: Class 15 contains 133338 members 
Mstep: Class 16 contains 4140 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302328.000000 Penalty: 57676.941406
Iteration 200F: 18 clusters Score -1.043023e+08 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 157687 members 
Mstep: Class 5 contains 247150 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4490 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 56270 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 194931 members 
Mstep: Class 13 contains 49253 members 
Mstep: Class 14 contains 4009 members 
Mstep: Class 15 contains 133309 members 
Mstep: Class 16 contains 4139 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302560.000000 Penalty: 57676.941406
Iteration 201Q: 18 clusters Score -1.043026e+08 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 158169 members 
Mstep: Class 5 contains 245639 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4491 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 56281 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 196061 members 
Mstep: Class 13 contains 49164 members 
Mstep: Class 14 contains 4006 members 
Mstep: Class 15 contains 133293 members 
Mstep: Class 16 contains 4139 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302360.000000 Penalty: 57676.941406
Iteration 202Q: 18 clusters Score -1.043024e+08 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 158629 members 
Mstep: Class 5 contains 243992 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4492 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 56304 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 197298 members 
Mstep: Class 13 contains 49059 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 133335 members 
Mstep: Class 16 contains 4140 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302048.000000 Penalty: 57676.941406
Iteration 203Q: 18 clusters Score -1.04302e+08 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 159051 members 
Mstep: Class 5 contains 242218 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4491 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 56353 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 198577 members 
Mstep: Class 13 contains 48978 members 
Mstep: Class 14 contains 4003 members 
Mstep: Class 15 contains 133433 members 
Mstep: Class 16 contains 4140 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301720.000000 Penalty: 57676.941406
Iteration 204Q: 18 clusters Score -1.043017e+08 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 159434 members 
Mstep: Class 5 contains 240430 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4493 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 56397 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 199871 members 
Mstep: Class 13 contains 48939 members 
Mstep: Class 14 contains 4000 members 
Mstep: Class 15 contains 133533 members 
Mstep: Class 16 contains 4139 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301648.000000 Penalty: 57676.941406
Iteration 205Q: 18 clusters Score -1.043016e+08 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 159819 members 
Mstep: Class 5 contains 238723 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4496 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56430 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 201081 members 
Mstep: Class 13 contains 48878 members 
Mstep: Class 14 contains 3998 members 
Mstep: Class 15 contains 133670 members 
Mstep: Class 16 contains 4141 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301544.000000 Penalty: 57676.941406
Iteration 206Q: 18 clusters Score -1.043015e+08 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 160185 members 
Mstep: Class 5 contains 237080 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4498 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56472 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 202275 members 
Mstep: Class 13 contains 48814 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 133780 members 
Mstep: Class 16 contains 4140 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301704.000000 Penalty: 57676.941406
Iteration 207Q: 18 clusters Score -1.043017e+08 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 160501 members 
Mstep: Class 5 contains 235519 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4501 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56499 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203452 members 
Mstep: Class 13 contains 48759 members 
Mstep: Class 14 contains 3992 members 
Mstep: Class 15 contains 133878 members 
Mstep: Class 16 contains 4140 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301256.000000 Penalty: 57676.941406
Iteration 208Q: 18 clusters Score -1.043013e+08 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 160777 members 
Mstep: Class 5 contains 234115 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56519 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204525 members 
Mstep: Class 13 contains 48695 members 
Mstep: Class 14 contains 3990 members 
Mstep: Class 15 contains 133970 members 
Mstep: Class 16 contains 4139 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301208.000000 Penalty: 57676.941406
Iteration 209Q: 18 clusters Score -1.043012e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 161046 members 
Mstep: Class 5 contains 232823 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56543 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 205495 members 
Mstep: Class 13 contains 48651 members 
Mstep: Class 14 contains 3988 members 
Mstep: Class 15 contains 134040 members 
Mstep: Class 16 contains 4138 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301248.000000 Penalty: 57676.941406
Iteration 210Q: 18 clusters Score -1.043012e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 161274 members 
Mstep: Class 5 contains 231606 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4502 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56566 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 206399 members 
Mstep: Class 13 contains 48618 members 
Mstep: Class 14 contains 3985 members 
Mstep: Class 15 contains 134137 members 
Mstep: Class 16 contains 4137 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301064.000000 Penalty: 57676.941406
Iteration 211Q: 18 clusters Score -1.043011e+08 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 161442 members 
Mstep: Class 5 contains 230567 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4503 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56599 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 207200 members 
Mstep: Class 13 contains 48583 members 
Mstep: Class 14 contains 3985 members 
Mstep: Class 15 contains 134216 members 
Mstep: Class 16 contains 4136 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300896.000000 Penalty: 57676.941406
Iteration 212Q: 18 clusters Score -1.043009e+08 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 161612 members 
Mstep: Class 5 contains 229637 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56622 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 207897 members 
Mstep: Class 13 contains 48557 members 
Mstep: Class 14 contains 3983 members 
Mstep: Class 15 contains 134284 members 
Mstep: Class 16 contains 4136 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300888.000000 Penalty: 57676.941406
Iteration 213Q: 18 clusters Score -1.043009e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 161764 members 
Mstep: Class 5 contains 228881 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4507 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56644 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 208435 members 
Mstep: Class 13 contains 48525 members 
Mstep: Class 14 contains 3982 members 
Mstep: Class 15 contains 134360 members 
Mstep: Class 16 contains 4137 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300752.000000 Penalty: 57676.941406
Iteration 214Q: 18 clusters Score -1.043008e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 161908 members 
Mstep: Class 5 contains 228359 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4508 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56661 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 208728 members 
Mstep: Class 13 contains 48490 members 
Mstep: Class 14 contains 3981 members 
Mstep: Class 15 contains 134466 members 
Mstep: Class 16 contains 4137 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300664.000000 Penalty: 57676.941406
Iteration 215Q: 18 clusters Score -1.043007e+08 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162092 members 
Mstep: Class 5 contains 227939 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 4511 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56671 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 208884 members 
Mstep: Class 13 contains 48474 members 
Mstep: Class 14 contains 3981 members 
Mstep: Class 15 contains 134553 members 
Mstep: Class 16 contains 4135 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300728.000000 Penalty: 57676.941406
Iteration 216Q: 18 clusters Score -1.043007e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162262 members 
Mstep: Class 5 contains 227654 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4512 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56673 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 208915 members 
Mstep: Class 13 contains 48476 members 
Mstep: Class 14 contains 3981 members 
Mstep: Class 15 contains 134624 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300848.000000 Penalty: 57676.941406
Iteration 217Q: 18 clusters Score -1.043008e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162436 members 
Mstep: Class 5 contains 227523 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56672 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 208792 members 
Mstep: Class 13 contains 48488 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134688 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300760.000000 Penalty: 57676.941406
Iteration 218Q: 18 clusters Score -1.043008e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162603 members 
Mstep: Class 5 contains 227481 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56669 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 208600 members 
Mstep: Class 13 contains 48493 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134743 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300840.000000 Penalty: 57676.941406
Iteration 219Q: 18 clusters Score -1.043008e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162730 members 
Mstep: Class 5 contains 227516 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56664 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 208382 members 
Mstep: Class 13 contains 48501 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134793 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300704.000000 Penalty: 57676.941406
Iteration 220F: 18 clusters Score -1.043007e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162810 members 
Mstep: Class 5 contains 227663 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56661 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 208101 members 
Mstep: Class 13 contains 48514 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134842 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300856.000000 Penalty: 57676.941406
Iteration 221Q: 18 clusters Score -1.043009e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162889 members 
Mstep: Class 5 contains 227852 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56666 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 207794 members 
Mstep: Class 13 contains 48517 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134873 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300992.000000 Penalty: 57676.941406
Iteration 222Q: 18 clusters Score -1.04301e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162925 members 
Mstep: Class 5 contains 228058 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56662 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 207539 members 
Mstep: Class 13 contains 48516 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134894 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301088.000000 Penalty: 57676.941406
Iteration 223Q: 18 clusters Score -1.043011e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162960 members 
Mstep: Class 5 contains 228264 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56652 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 207308 members 
Mstep: Class 13 contains 48509 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134907 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301184.000000 Penalty: 57676.941406
Iteration 224Q: 18 clusters Score -1.043012e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162980 members 
Mstep: Class 5 contains 228478 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56647 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 207071 members 
Mstep: Class 13 contains 48506 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134913 members 
Mstep: Class 16 contains 4134 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301184.000000 Penalty: 57676.941406
Iteration 225Q: 18 clusters Score -1.043012e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162968 members 
Mstep: Class 5 contains 228741 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56642 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 206819 members 
Mstep: Class 13 contains 48491 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134934 members 
Mstep: Class 16 contains 4134 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301168.000000 Penalty: 57676.941406
Iteration 226Q: 18 clusters Score -1.043012e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162939 members 
Mstep: Class 5 contains 229007 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56633 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 206586 members 
Mstep: Class 13 contains 48491 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134943 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301080.000000 Penalty: 57676.941406
Iteration 227Q: 18 clusters Score -1.043011e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162925 members 
Mstep: Class 5 contains 229246 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56625 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 206365 members 
Mstep: Class 13 contains 48498 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134948 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301056.000000 Penalty: 57676.941406
Iteration 228Q: 18 clusters Score -1.043011e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162916 members 
Mstep: Class 5 contains 229524 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56611 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 206126 members 
Mstep: Class 13 contains 48491 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134944 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301120.000000 Penalty: 57676.941406
Iteration 229Q: 18 clusters Score -1.043011e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162909 members 
Mstep: Class 5 contains 229775 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56600 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 205903 members 
Mstep: Class 13 contains 48488 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134942 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301192.000000 Penalty: 57676.941406
Iteration 230Q: 18 clusters Score -1.043012e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162905 members 
Mstep: Class 5 contains 230005 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56590 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 205696 members 
Mstep: Class 13 contains 48486 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134938 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301120.000000 Penalty: 57676.941406
Iteration 231Q: 18 clusters Score -1.043011e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162884 members 
Mstep: Class 5 contains 230229 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56578 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 205510 members 
Mstep: Class 13 contains 48478 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134937 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301224.000000 Penalty: 57676.941406
Iteration 232Q: 18 clusters Score -1.043012e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162874 members 
Mstep: Class 5 contains 230434 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56565 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 205330 members 
Mstep: Class 13 contains 48475 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134934 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301112.000000 Penalty: 57676.941406
Iteration 233Q: 18 clusters Score -1.043011e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162867 members 
Mstep: Class 5 contains 230601 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56558 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 205172 members 
Mstep: Class 13 contains 48476 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134933 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300984.000000 Penalty: 57676.941406
Iteration 234Q: 18 clusters Score -1.04301e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162852 members 
Mstep: Class 5 contains 230772 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56551 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 205031 members 
Mstep: Class 13 contains 48475 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134926 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300976.000000 Penalty: 57676.941406
Iteration 235Q: 18 clusters Score -1.04301e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162836 members 
Mstep: Class 5 contains 230920 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56554 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204905 members 
Mstep: Class 13 contains 48470 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134923 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301080.000000 Penalty: 57676.941406
Iteration 236Q: 18 clusters Score -1.043011e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162826 members 
Mstep: Class 5 contains 231063 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56545 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204788 members 
Mstep: Class 13 contains 48467 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134918 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301224.000000 Penalty: 57676.941406
Iteration 237Q: 18 clusters Score -1.043012e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162833 members 
Mstep: Class 5 contains 231196 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56543 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204665 members 
Mstep: Class 13 contains 48467 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134901 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301160.000000 Penalty: 57676.941406
Iteration 238Q: 18 clusters Score -1.043012e+08 nChanged 265
Entering ConstructFrom: 
Score: -104301160.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -52167.632812 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -52167.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50646.839844 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -50646.84 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50802.523438 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -50802.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50866.308594 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -50866.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50918.898438 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -50918.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50955.519531 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -50955.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50966.558594 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -50966.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50970.730469 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -50970.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50976.031250 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -50976.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50982.503906 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -50982.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50987.457031 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -50987.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50987.457031 Penalty: 3096.142822
	Iteration 10F: 3 clusters Score -50987.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -47377.882812 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -47377.88 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 248 members 
Entering Unmasked Estep 
Score: -45884.960938 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -45884.96 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46116.664062 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -46116.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46308.750000 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -46308.75 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -46558.343750 Penalty: 3110.410156
	Iteration 3F: 3 clusters Score -46558.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -46806.437500 Penalty: 3110.410156
	Iteration 4F: 3 clusters Score -46806.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -46977.519531 Penalty: 3110.410156
	Iteration 5F: 3 clusters Score -46977.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -47141.421875 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -47141.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47290.359375 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -47290.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -47374.472656 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -47374.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -47390.500000 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -47390.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -47406.496094 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -47406.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -47409.445312 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -47409.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -47409.445312 Penalty: 3110.410156
	Iteration 12F: 3 clusters Score -47409.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162838 members 
Mstep: Class 5 contains 231293 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 8 contains 354 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56541 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204572 members 
Mstep: Class 13 contains 48465 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134897 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15071 members 
Entering Unmasked Estep 
Score: -104299376.000000 Penalty: 61069.699219
Splitting cluster 2 changes total score from -104301160.000000 to -104299376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -213424.828125 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -213424.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -210783.656250 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -210783.7 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -211253.468750 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -211253.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -211370.843750 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -211370.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -211447.921875 Penalty: 3777.187988
	Iteration 3Q: 3 clusters Score -211447.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -211510.953125 Penalty: 3777.187988
	Iteration 4Q: 3 clusters Score -211511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -211591.406250 Penalty: 3777.187988
	Iteration 5Q: 3 clusters Score -211591.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -211707.468750 Penalty: 3777.187988
	Iteration 6Q: 3 clusters Score -211707.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -211969.500000 Penalty: 3777.187988
	Iteration 7F: 3 clusters Score -211969.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -212462.718750 Penalty: 3777.187988
	Iteration 8F: 3 clusters Score -212462.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -212861.437500 Penalty: 3777.187988
	Iteration 9F: 3 clusters Score -212861.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -213082.343750 Penalty: 3777.187988
	Iteration 10F: 3 clusters Score -213082.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -213211.968750 Penalty: 3777.187988
	Iteration 11Q: 3 clusters Score -213212 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -213273.687500 Penalty: 3777.187988
	Iteration 12Q: 3 clusters Score -213273.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -213293.187500 Penalty: 3777.187988
	Iteration 13Q: 3 clusters Score -213293.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -213303.156250 Penalty: 3777.187988
	Iteration 14Q: 3 clusters Score -213303.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -213311.359375 Penalty: 3777.187988
	Iteration 15Q: 3 clusters Score -213311.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -213317.390625 Penalty: 3777.187988
	Iteration 16Q: 3 clusters Score -213317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -213318.359375 Penalty: 3777.187988
	Iteration 17Q: 3 clusters Score -213318.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -213318.359375 Penalty: 3777.187988
	Iteration 18F: 3 clusters Score -213318.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (162838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162838 members 
Entering Unmasked Estep 
Score: -19850082.000000 Penalty: 2976.126709
	Iteration 0F: 2 clusters Score -1.985008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81208 members 
Mstep: Class 2 contains 81630 members 
Entering Unmasked Estep 
Score: -19742518.000000 Penalty: 5952.253418
	Iteration 0F: 3 clusters Score -1.974252e+07 nChanged 77838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79244 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -19787502.000000 Penalty: 5952.253418
	Iteration 1F: 3 clusters Score -1.97875e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 84691 members 
Entering Unmasked Estep 
Score: -19788582.000000 Penalty: 5952.253418
	Iteration 2Q: 3 clusters Score -1.978858e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76427 members 
Mstep: Class 2 contains 86411 members 
Entering Unmasked Estep 
Score: -19789636.000000 Penalty: 5952.253418
	Iteration 3Q: 3 clusters Score -1.978964e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73758 members 
Mstep: Class 2 contains 89080 members 
Entering Unmasked Estep 
Score: -19791088.000000 Penalty: 5952.253418
	Iteration 4Q: 3 clusters Score -1.979109e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69929 members 
Mstep: Class 2 contains 92909 members 
Entering Unmasked Estep 
Score: -19792994.000000 Penalty: 5952.253418
	Iteration 5Q: 3 clusters Score -1.979299e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64362 members 
Mstep: Class 2 contains 98476 members 
Entering Unmasked Estep 
Score: -19796004.000000 Penalty: 5952.253418
	Iteration 6Q: 3 clusters Score -1.9796e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 106264 members 
Entering Unmasked Estep 
Score: -19800998.000000 Penalty: 5952.253418
	Iteration 7F: 3 clusters Score -1.9801e+07 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 116649 members 
Entering Unmasked Estep 
Score: -19808574.000000 Penalty: 5952.253418
	Iteration 8F: 3 clusters Score -1.980857e+07 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 129036 members 
Entering Unmasked Estep 
Score: -19818698.000000 Penalty: 5952.253418
	Iteration 9F: 3 clusters Score -1.98187e+07 nChanged 12341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 141327 members 
Entering Unmasked Estep 
Score: -19829768.000000 Penalty: 5952.253418
	Iteration 10F: 3 clusters Score -1.982977e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 150972 members 
Entering Unmasked Estep 
Score: -19838754.000000 Penalty: 5952.253418
	Iteration 11F: 3 clusters Score -1.983875e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 156820 members 
Entering Unmasked Estep 
Score: -19843632.000000 Penalty: 5952.253418
	Iteration 12Q: 3 clusters Score -1.984363e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 159682 members 
Entering Unmasked Estep 
Score: -19845920.000000 Penalty: 5952.253418
	Iteration 13Q: 3 clusters Score -1.984592e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 160926 members 
Entering Unmasked Estep 
Score: -19846890.000000 Penalty: 5952.253418
	Iteration 14Q: 3 clusters Score -1.984689e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 161477 members 
Entering Unmasked Estep 
Score: -19847374.000000 Penalty: 5952.253418
	Iteration 15Q: 3 clusters Score -1.984737e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 161726 members 
Entering Unmasked Estep 
Score: -19847528.000000 Penalty: 5952.253418
	Iteration 16Q: 3 clusters Score -1.984753e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 161849 members 
Entering Unmasked Estep 
Score: -19847656.000000 Penalty: 5952.253418
	Iteration 17Q: 3 clusters Score -1.984766e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 161929 members 
Entering Unmasked Estep 
Score: -19847742.000000 Penalty: 5952.253418
	Iteration 18Q: 3 clusters Score -1.984774e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 161988 members 
Entering Unmasked Estep 
Score: -19847790.000000 Penalty: 5952.253418
	Iteration 19Q: 3 clusters Score -1.984779e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 162029 members 
Entering Unmasked Estep 
Score: -19847840.000000 Penalty: 5952.253418
	Iteration 20F: 3 clusters Score -1.984784e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 162038 members 
Entering Unmasked Estep 
Score: -19847862.000000 Penalty: 5952.253418
	Iteration 21Q: 3 clusters Score -1.984786e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 162040 members 
Entering Unmasked Estep 
Score: -19847898.000000 Penalty: 5952.253418
	Iteration 22Q: 3 clusters Score -1.98479e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 162052 members 
Entering Unmasked Estep 
Score: -19847950.000000 Penalty: 5952.253418
	Iteration 23Q: 3 clusters Score -1.984795e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 162052 members 
Entering Unmasked Estep 
Score: -19847960.000000 Penalty: 5952.253418
	Iteration 24Q: 3 clusters Score -1.984796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 162056 members 
Entering Unmasked Estep 
Score: -19847954.000000 Penalty: 5952.253418
	Iteration 25Q: 3 clusters Score -1.984795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 162061 members 
Entering Unmasked Estep 
Score: -19847956.000000 Penalty: 5952.253418
	Iteration 26Q: 3 clusters Score -1.984796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 162065 members 
Entering Unmasked Estep 
Score: -19847956.000000 Penalty: 5952.253418
	Iteration 27Q: 3 clusters Score -1.984796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 162067 members 
Entering Unmasked Estep 
Score: -19847936.000000 Penalty: 5952.253418
	Iteration 28Q: 3 clusters Score -1.984794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 162074 members 
Entering Unmasked Estep 
Score: -19847960.000000 Penalty: 5952.253418
	Iteration 29Q: 3 clusters Score -1.984796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 162077 members 
Entering Unmasked Estep 
Score: -19847980.000000 Penalty: 5952.253418
	Iteration 30Q: 3 clusters Score -1.984798e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 162075 members 
Entering Unmasked Estep 
Score: -19847994.000000 Penalty: 5952.253418
	Iteration 31Q: 3 clusters Score -1.984799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 162078 members 
Entering Unmasked Estep 
Score: -19847990.000000 Penalty: 5952.253418
	Iteration 32Q: 3 clusters Score -1.984799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 162080 members 
Entering Unmasked Estep 
Score: -19847996.000000 Penalty: 5952.253418
	Iteration 33Q: 3 clusters Score -1.9848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 162078 members 
Entering Unmasked Estep 
Score: -19848022.000000 Penalty: 5952.253418
	Iteration 34Q: 3 clusters Score -1.984802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 162078 members 
Entering Unmasked Estep 
Score: -19848020.000000 Penalty: 5952.253418
	Iteration 35Q: 3 clusters Score -1.984802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 162076 members 
Entering Unmasked Estep 
Score: -19848048.000000 Penalty: 5952.253418
	Iteration 36Q: 3 clusters Score -1.984805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 162075 members 
Entering Unmasked Estep 
Score: -19848060.000000 Penalty: 5952.253418
	Iteration 37Q: 3 clusters Score -1.984806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 162077 members 
Entering Unmasked Estep 
Score: -19848046.000000 Penalty: 5952.253418
	Iteration 38Q: 3 clusters Score -1.984805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 162078 members 
Entering Unmasked Estep 
Score: -19848052.000000 Penalty: 5952.253418
	Iteration 39Q: 3 clusters Score -1.984805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 162079 members 
Entering Unmasked Estep 
Score: -19848054.000000 Penalty: 5952.253418
	Iteration 40F: 3 clusters Score -1.984805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (231293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231293 members 
Entering Unmasked Estep 
Score: -28032686.000000 Penalty: 3063.157227
	Iteration 0F: 2 clusters Score -2.803269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115466 members 
Mstep: Class 2 contains 115827 members 
Entering Unmasked Estep 
Score: -27882066.000000 Penalty: 6126.314453
	Iteration 0F: 3 clusters Score -2.788207e+07 nChanged 111348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111990 members 
Mstep: Class 2 contains 119303 members 
Entering Unmasked Estep 
Score: -27947064.000000 Penalty: 6126.314453
	Iteration 1F: 3 clusters Score -2.794706e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109366 members 
Mstep: Class 2 contains 121927 members 
Entering Unmasked Estep 
Score: -27948338.000000 Penalty: 6126.314453
	Iteration 2Q: 3 clusters Score -2.794834e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105237 members 
Mstep: Class 2 contains 126056 members 
Entering Unmasked Estep 
Score: -27949914.000000 Penalty: 6126.314453
	Iteration 3Q: 3 clusters Score -2.794991e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98875 members 
Mstep: Class 2 contains 132418 members 
Entering Unmasked Estep 
Score: -27952344.000000 Penalty: 6126.314453
	Iteration 4Q: 3 clusters Score -2.795234e+07 nChanged 10543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 141999 members 
Entering Unmasked Estep 
Score: -27957304.000000 Penalty: 6126.314453
	Iteration 5Q: 3 clusters Score -2.79573e+07 nChanged 14076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75638 members 
Mstep: Class 2 contains 155655 members 
Entering Unmasked Estep 
Score: -27965558.000000 Penalty: 6126.314453
	Iteration 6F: 3 clusters Score -2.796556e+07 nChanged 18271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 173728 members 
Entering Unmasked Estep 
Score: -27979230.000000 Penalty: 6126.314453
	Iteration 7F: 3 clusters Score -2.797923e+07 nChanged 20396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 194074 members 
Entering Unmasked Estep 
Score: -27996852.000000 Penalty: 6126.314453
	Iteration 8F: 3 clusters Score -2.799685e+07 nChanged 17755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 211825 members 
Entering Unmasked Estep 
Score: -28013042.000000 Penalty: 6126.314453
	Iteration 9F: 3 clusters Score -2.801304e+07 nChanged 11325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 223150 members 
Entering Unmasked Estep 
Score: -28023090.000000 Penalty: 6126.314453
	Iteration 10Q: 3 clusters Score -2.802309e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 228468 members 
Entering Unmasked Estep 
Score: -28027440.000000 Penalty: 6126.314453
	Iteration 11Q: 3 clusters Score -2.802744e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 230296 members 
Entering Unmasked Estep 
Score: -28029012.000000 Penalty: 6126.314453
	Iteration 12Q: 3 clusters Score -2.802901e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 230825 members 
Entering Unmasked Estep 
Score: -28029582.000000 Penalty: 6126.314453
	Iteration 13Q: 3 clusters Score -2.802958e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 230971 members 
Entering Unmasked Estep 
Score: -28029776.000000 Penalty: 6126.314453
	Iteration 14Q: 3 clusters Score -2.802978e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 231022 members 
Entering Unmasked Estep 
Score: -28029872.000000 Penalty: 6126.314453
	Iteration 15Q: 3 clusters Score -2.802987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 231033 members 
Entering Unmasked Estep 
Score: -28029892.000000 Penalty: 6126.314453
	Iteration 16Q: 3 clusters Score -2.802989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 231038 members 
Entering Unmasked Estep 
Score: -28029916.000000 Penalty: 6126.314453
	Iteration 17Q: 3 clusters Score -2.802992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 231040 members 
Entering Unmasked Estep 
Score: -28029922.000000 Penalty: 6126.314453
	Iteration 18Q: 3 clusters Score -2.802992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 231045 members 
Entering Unmasked Estep 
Score: -28029928.000000 Penalty: 6126.314453
	Iteration 19Q: 3 clusters Score -2.802993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 231046 members 
Entering Unmasked Estep 
Score: -28029928.000000 Penalty: 6126.314453
	Iteration 20F: 3 clusters Score -2.802993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 231047 members 
Entering Unmasked Estep 
Score: -28029910.000000 Penalty: 6126.314453
	Iteration 21Q: 3 clusters Score -2.802991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 231047 members 
Entering Unmasked Estep 
Score: -28029910.000000 Penalty: 6126.314453
	Iteration 22F: 3 clusters Score -2.802991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Entering Unmasked Estep 
Score: -105829.554688 Penalty: 1722.611450
	Iteration 0F: 2 clusters Score -105829.6 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 519 members 
Entering Unmasked Estep 
Score: -103878.695312 Penalty: 3445.222900
	Iteration 0F: 3 clusters Score -103878.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -104172.570312 Penalty: 3445.222900
	Iteration 1F: 3 clusters Score -104172.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -104259.468750 Penalty: 3445.222900
	Iteration 2F: 3 clusters Score -104259.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -104326.429688 Penalty: 3445.222900
	Iteration 3Q: 3 clusters Score -104326.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -104362.640625 Penalty: 3445.222900
	Iteration 4Q: 3 clusters Score -104362.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -104388.898438 Penalty: 3445.222900
	Iteration 5Q: 3 clusters Score -104388.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -104398.195312 Penalty: 3445.222900
	Iteration 6Q: 3 clusters Score -104398.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -104404.164062 Penalty: 3445.222900
	Iteration 7Q: 3 clusters Score -104404.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -104404.164062 Penalty: 3445.222900
	Iteration 8F: 3 clusters Score -104404.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Entering Unmasked Estep 
Score: -513776.968750 Penalty: 2087.014893
	Iteration 0F: 2 clusters Score -513777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -509511.343750 Penalty: 4174.029785
	Iteration 0F: 3 clusters Score -509511.3 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -510479.062500 Penalty: 4174.029785
	Iteration 1F: 3 clusters Score -510479.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -510728.812500 Penalty: 4174.029785
	Iteration 2F: 3 clusters Score -510728.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -510900.031250 Penalty: 4174.029785
	Iteration 3F: 3 clusters Score -510900 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -511046.437500 Penalty: 4174.029785
	Iteration 4Q: 3 clusters Score -511046.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -511150.531250 Penalty: 4174.029785
	Iteration 5Q: 3 clusters Score -511150.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -511230.968750 Penalty: 4174.029785
	Iteration 6Q: 3 clusters Score -511231 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -511297.031250 Penalty: 4174.029785
	Iteration 7Q: 3 clusters Score -511297 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -511354.531250 Penalty: 4174.029785
	Iteration 8Q: 3 clusters Score -511354.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -511398.625000 Penalty: 4174.029785
	Iteration 9Q: 3 clusters Score -511398.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -511433.750000 Penalty: 4174.029785
	Iteration 10Q: 3 clusters Score -511433.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -511465.218750 Penalty: 4174.029785
	Iteration 11Q: 3 clusters Score -511465.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -511485.718750 Penalty: 4174.029785
	Iteration 12Q: 3 clusters Score -511485.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -511508.343750 Penalty: 4174.029785
	Iteration 13Q: 3 clusters Score -511508.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -511528.250000 Penalty: 4174.029785
	Iteration 14Q: 3 clusters Score -511528.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -511548.781250 Penalty: 4174.029785
	Iteration 15Q: 3 clusters Score -511548.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -511563.156250 Penalty: 4174.029785
	Iteration 16Q: 3 clusters Score -511563.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -511570.437500 Penalty: 4174.029785
	Iteration 17Q: 3 clusters Score -511570.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -511580.343750 Penalty: 4174.029785
	Iteration 18Q: 3 clusters Score -511580.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -511592.468750 Penalty: 4174.029785
	Iteration 19Q: 3 clusters Score -511592.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -511602.968750 Penalty: 4174.029785
	Iteration 20F: 3 clusters Score -511603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -511609.906250 Penalty: 4174.029785
	Iteration 21Q: 3 clusters Score -511609.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -511617.406250 Penalty: 4174.029785
	Iteration 22Q: 3 clusters Score -511617.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -511625.687500 Penalty: 4174.029785
	Iteration 23Q: 3 clusters Score -511625.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -511634.187500 Penalty: 4174.029785
	Iteration 24Q: 3 clusters Score -511634.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -511640.937500 Penalty: 4174.029785
	Iteration 25Q: 3 clusters Score -511640.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -511646.718750 Penalty: 4174.029785
	Iteration 26Q: 3 clusters Score -511646.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -511655.312500 Penalty: 4174.029785
	Iteration 27Q: 3 clusters Score -511655.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -511663.250000 Penalty: 4174.029785
	Iteration 28Q: 3 clusters Score -511663.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -511672.281250 Penalty: 4174.029785
	Iteration 29Q: 3 clusters Score -511672.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -511678.437500 Penalty: 4174.029785
	Iteration 30Q: 3 clusters Score -511678.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -511685.406250 Penalty: 4174.029785
	Iteration 31Q: 3 clusters Score -511685.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -511693.843750 Penalty: 4174.029785
	Iteration 32Q: 3 clusters Score -511693.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -511700.343750 Penalty: 4174.029785
	Iteration 33Q: 3 clusters Score -511700.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -511708.031250 Penalty: 4174.029785
	Iteration 34Q: 3 clusters Score -511708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -511713.843750 Penalty: 4174.029785
	Iteration 35Q: 3 clusters Score -511713.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -511720.937500 Penalty: 4174.029785
	Iteration 36Q: 3 clusters Score -511720.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -511728.031250 Penalty: 4174.029785
	Iteration 37Q: 3 clusters Score -511728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -511733.156250 Penalty: 4174.029785
	Iteration 38Q: 3 clusters Score -511733.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -511738.687500 Penalty: 4174.029785
	Iteration 39Q: 3 clusters Score -511738.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -511748.062500 Penalty: 4174.029785
	Iteration 40F: 3 clusters Score -511748.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -511752.093750 Penalty: 4174.029785
	Iteration 41Q: 3 clusters Score -511752.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -511760.437500 Penalty: 4174.029785
	Iteration 42Q: 3 clusters Score -511760.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -511773.687500 Penalty: 4174.029785
	Iteration 43Q: 3 clusters Score -511773.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -511782.343750 Penalty: 4174.029785
	Iteration 44Q: 3 clusters Score -511782.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -511788.312500 Penalty: 4174.029785
	Iteration 45Q: 3 clusters Score -511788.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -511797.093750 Penalty: 4174.029785
	Iteration 46Q: 3 clusters Score -511797.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -511808.500000 Penalty: 4174.029785
	Iteration 47Q: 3 clusters Score -511808.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -511816.093750 Penalty: 4174.029785
	Iteration 48Q: 3 clusters Score -511816.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -511821.875000 Penalty: 4174.029785
	Iteration 49Q: 3 clusters Score -511821.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -511828.656250 Penalty: 4174.029785
	Iteration 50Q: 3 clusters Score -511828.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -511837.250000 Penalty: 4174.029785
	Iteration 51Q: 3 clusters Score -511837.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -511845.281250 Penalty: 4174.029785
	Iteration 52Q: 3 clusters Score -511845.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -511851.875000 Penalty: 4174.029785
	Iteration 53Q: 3 clusters Score -511851.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -511857.906250 Penalty: 4174.029785
	Iteration 54Q: 3 clusters Score -511857.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -511864.687500 Penalty: 4174.029785
	Iteration 55Q: 3 clusters Score -511864.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -511871.562500 Penalty: 4174.029785
	Iteration 56Q: 3 clusters Score -511871.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -511877.000000 Penalty: 4174.029785
	Iteration 57Q: 3 clusters Score -511877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -511879.812500 Penalty: 4174.029785
	Iteration 58Q: 3 clusters Score -511879.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -511885.343750 Penalty: 4174.029785
	Iteration 59Q: 3 clusters Score -511885.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -511888.312500 Penalty: 4174.029785
	Iteration 60F: 3 clusters Score -511888.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -511892.031250 Penalty: 4174.029785
	Iteration 61Q: 3 clusters Score -511892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -511894.593750 Penalty: 4174.029785
	Iteration 62Q: 3 clusters Score -511894.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -511897.250000 Penalty: 4174.029785
	Iteration 63Q: 3 clusters Score -511897.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -511900.062500 Penalty: 4174.029785
	Iteration 64Q: 3 clusters Score -511900.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -511903.437500 Penalty: 4174.029785
	Iteration 65Q: 3 clusters Score -511903.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -511907.968750 Penalty: 4174.029785
	Iteration 66Q: 3 clusters Score -511908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -511911.718750 Penalty: 4174.029785
	Iteration 67Q: 3 clusters Score -511911.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -511912.812500 Penalty: 4174.029785
	Iteration 68Q: 3 clusters Score -511912.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -511913.125000 Penalty: 4174.029785
	Iteration 69Q: 3 clusters Score -511913.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -511916.000000 Penalty: 4174.029785
	Iteration 70Q: 3 clusters Score -511916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -511916.062500 Penalty: 4174.029785
	Iteration 71Q: 3 clusters Score -511916.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -511916.062500 Penalty: 4174.029785
	Iteration 72F: 3 clusters Score -511916.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Entering Unmasked Estep 
Score: -289682.531250 Penalty: 1956.771606
	Iteration 0F: 2 clusters Score -289682.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -286631.156250 Penalty: 3913.543213
	Iteration 0F: 3 clusters Score -286631.2 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -287273.375000 Penalty: 3913.543213
	Iteration 1F: 3 clusters Score -287273.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -287513.750000 Penalty: 3913.543213
	Iteration 2F: 3 clusters Score -287513.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -287695.500000 Penalty: 3913.543213
	Iteration 3F: 3 clusters Score -287695.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -287850.656250 Penalty: 3913.543213
	Iteration 4F: 3 clusters Score -287850.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -287960.281250 Penalty: 3913.543213
	Iteration 5Q: 3 clusters Score -287960.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -288101.781250 Penalty: 3913.543213
	Iteration 6Q: 3 clusters Score -288101.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -288217.531250 Penalty: 3913.543213
	Iteration 7Q: 3 clusters Score -288217.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -288316.125000 Penalty: 3913.543213
	Iteration 8Q: 3 clusters Score -288316.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -288386.625000 Penalty: 3913.543213
	Iteration 9Q: 3 clusters Score -288386.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -288438.843750 Penalty: 3913.543213
	Iteration 10Q: 3 clusters Score -288438.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -288475.812500 Penalty: 3913.543213
	Iteration 11Q: 3 clusters Score -288475.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -288499.531250 Penalty: 3913.543213
	Iteration 12Q: 3 clusters Score -288499.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -288523.625000 Penalty: 3913.543213
	Iteration 13Q: 3 clusters Score -288523.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -288535.062500 Penalty: 3913.543213
	Iteration 14Q: 3 clusters Score -288535.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -288538.718750 Penalty: 3913.543213
	Iteration 15Q: 3 clusters Score -288538.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -288546.437500 Penalty: 3913.543213
	Iteration 16Q: 3 clusters Score -288546.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -288554.875000 Penalty: 3913.543213
	Iteration 17Q: 3 clusters Score -288554.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -288560.875000 Penalty: 3913.543213
	Iteration 18Q: 3 clusters Score -288560.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -288565.187500 Penalty: 3913.543213
	Iteration 19Q: 3 clusters Score -288565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -288569.593750 Penalty: 3913.543213
	Iteration 20F: 3 clusters Score -288569.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -288572.343750 Penalty: 3913.543213
	Iteration 21Q: 3 clusters Score -288572.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -288574.375000 Penalty: 3913.543213
	Iteration 22Q: 3 clusters Score -288574.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -288575.500000 Penalty: 3913.543213
	Iteration 23Q: 3 clusters Score -288575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -288578.031250 Penalty: 3913.543213
	Iteration 24Q: 3 clusters Score -288578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -288578.187500 Penalty: 3913.543213
	Iteration 25Q: 3 clusters Score -288578.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -288578.187500 Penalty: 3913.543213
	Iteration 26F: 3 clusters Score -288578.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (56541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Entering Unmasked Estep 
Score: -6944750.500000 Penalty: 2713.794922
	Iteration 0F: 2 clusters Score -6944750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -6906811.000000 Penalty: 5427.589844
	Iteration 0F: 3 clusters Score -6906811 nChanged 26067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -6921684.500000 Penalty: 5427.589844
	Iteration 1F: 3 clusters Score -6921684 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -6922678.000000 Penalty: 5427.589844
	Iteration 2Q: 3 clusters Score -6922678 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -6924255.000000 Penalty: 5427.589844
	Iteration 3F: 3 clusters Score -6924255 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -6926861.500000 Penalty: 5427.589844
	Iteration 4F: 3 clusters Score -6926862 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -6930932.000000 Penalty: 5427.589844
	Iteration 5F: 3 clusters Score -6930932 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -6935749.500000 Penalty: 5427.589844
	Iteration 6F: 3 clusters Score -6935750 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -6939424.500000 Penalty: 5427.589844
	Iteration 7F: 3 clusters Score -6939424 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6941209.000000 Penalty: 5427.589844
	Iteration 8Q: 3 clusters Score -6941209 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6941908.500000 Penalty: 5427.589844
	Iteration 9Q: 3 clusters Score -6941908 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6942133.500000 Penalty: 5427.589844
	Iteration 10Q: 3 clusters Score -6942134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6942252.500000 Penalty: 5427.589844
	Iteration 11Q: 3 clusters Score -6942252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6942334.000000 Penalty: 5427.589844
	Iteration 12Q: 3 clusters Score -6942334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56365 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6942361.500000 Penalty: 5427.589844
	Iteration 13Q: 3 clusters Score -6942362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6942379.000000 Penalty: 5427.589844
	Iteration 14Q: 3 clusters Score -6942379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -6942379.000000 Penalty: 5427.589844
	Iteration 15Q: 3 clusters Score -6942379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -6942381.000000 Penalty: 5427.589844
	Iteration 16Q: 3 clusters Score -6942381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -6942385.500000 Penalty: 5427.589844
	Iteration 17Q: 3 clusters Score -6942386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6942384.500000 Penalty: 5427.589844
	Iteration 18Q: 3 clusters Score -6942384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6942384.500000 Penalty: 5427.589844
	Iteration 19F: 3 clusters Score -6942384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26979.568359 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26979.57 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 148 members 
Entering Unmasked Estep 
Score: -25741.029297 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25741.03 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25894.640625 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -25894.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25949.966797 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -25949.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25968.892578 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -25968.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25974.238281 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -25974.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25983.380859 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -25983.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25988.193359 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -25988.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26011.638672 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -26011.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26011.638672 Penalty: 2838.898193
	Iteration 8F: 3 clusters Score -26011.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (204572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204572 members 
Entering Unmasked Estep 
Score: -24827540.000000 Penalty: 3032.711426
	Iteration 0F: 2 clusters Score -2.482754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102297 members 
Mstep: Class 2 contains 102275 members 
Entering Unmasked Estep 
Score: -24694342.000000 Penalty: 6065.422852
	Iteration 0F: 3 clusters Score -2.469434e+07 nChanged 98899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100458 members 
Mstep: Class 2 contains 104114 members 
Entering Unmasked Estep 
Score: -24751986.000000 Penalty: 6065.422852
	Iteration 1F: 3 clusters Score -2.475199e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99352 members 
Mstep: Class 2 contains 105220 members 
Entering Unmasked Estep 
Score: -24753744.000000 Penalty: 6065.422852
	Iteration 2Q: 3 clusters Score -2.475374e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97486 members 
Mstep: Class 2 contains 107086 members 
Entering Unmasked Estep 
Score: -24756430.000000 Penalty: 6065.422852
	Iteration 3Q: 3 clusters Score -2.475643e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94580 members 
Mstep: Class 2 contains 109992 members 
Entering Unmasked Estep 
Score: -24760908.000000 Penalty: 6065.422852
	Iteration 4Q: 3 clusters Score -2.476091e+07 nChanged 11794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 114364 members 
Entering Unmasked Estep 
Score: -24768124.000000 Penalty: 6065.422852
	Iteration 5F: 3 clusters Score -2.476812e+07 nChanged 14032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84386 members 
Mstep: Class 2 contains 120186 members 
Entering Unmasked Estep 
Score: -24778314.000000 Penalty: 6065.422852
	Iteration 6F: 3 clusters Score -2.477831e+07 nChanged 15149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 126695 members 
Entering Unmasked Estep 
Score: -24791014.000000 Penalty: 6065.422852
	Iteration 7F: 3 clusters Score -2.479101e+07 nChanged 13711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72418 members 
Mstep: Class 2 contains 132154 members 
Entering Unmasked Estep 
Score: -24801878.000000 Penalty: 6065.422852
	Iteration 8F: 3 clusters Score -2.480188e+07 nChanged 10218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68630 members 
Mstep: Class 2 contains 135942 members 
Entering Unmasked Estep 
Score: -24806990.000000 Penalty: 6065.422852
	Iteration 9Q: 3 clusters Score -2.480699e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65693 members 
Mstep: Class 2 contains 138879 members 
Entering Unmasked Estep 
Score: -24808986.000000 Penalty: 6065.422852
	Iteration 10Q: 3 clusters Score -2.480899e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62886 members 
Mstep: Class 2 contains 141686 members 
Entering Unmasked Estep 
Score: -24810080.000000 Penalty: 6065.422852
	Iteration 11Q: 3 clusters Score -2.481008e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 144502 members 
Entering Unmasked Estep 
Score: -24810996.000000 Penalty: 6065.422852
	Iteration 12Q: 3 clusters Score -2.4811e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57135 members 
Mstep: Class 2 contains 147437 members 
Entering Unmasked Estep 
Score: -24811732.000000 Penalty: 6065.422852
	Iteration 13Q: 3 clusters Score -2.481173e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 150340 members 
Entering Unmasked Estep 
Score: -24812542.000000 Penalty: 6065.422852
	Iteration 14Q: 3 clusters Score -2.481254e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 153323 members 
Entering Unmasked Estep 
Score: -24813422.000000 Penalty: 6065.422852
	Iteration 15Q: 3 clusters Score -2.481342e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 156476 members 
Entering Unmasked Estep 
Score: -24814334.000000 Penalty: 6065.422852
	Iteration 16Q: 3 clusters Score -2.481433e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 159733 members 
Entering Unmasked Estep 
Score: -24815280.000000 Penalty: 6065.422852
	Iteration 17Q: 3 clusters Score -2.481528e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 162945 members 
Entering Unmasked Estep 
Score: -24816238.000000 Penalty: 6065.422852
	Iteration 18Q: 3 clusters Score -2.481624e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 166203 members 
Entering Unmasked Estep 
Score: -24817244.000000 Penalty: 6065.422852
	Iteration 19Q: 3 clusters Score -2.481724e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 169437 members 
Entering Unmasked Estep 
Score: -24818252.000000 Penalty: 6065.422852
	Iteration 20F: 3 clusters Score -2.481825e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 172685 members 
Entering Unmasked Estep 
Score: -24819290.000000 Penalty: 6065.422852
	Iteration 21Q: 3 clusters Score -2.481929e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 175785 members 
Entering Unmasked Estep 
Score: -24820420.000000 Penalty: 6065.422852
	Iteration 22Q: 3 clusters Score -2.482042e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 178729 members 
Entering Unmasked Estep 
Score: -24821414.000000 Penalty: 6065.422852
	Iteration 23Q: 3 clusters Score -2.482141e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 181448 members 
Entering Unmasked Estep 
Score: -24822246.000000 Penalty: 6065.422852
	Iteration 24Q: 3 clusters Score -2.482225e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 183941 members 
Entering Unmasked Estep 
Score: -24822968.000000 Penalty: 6065.422852
	Iteration 25Q: 3 clusters Score -2.482297e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 186172 members 
Entering Unmasked Estep 
Score: -24823636.000000 Penalty: 6065.422852
	Iteration 26Q: 3 clusters Score -2.482364e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 188214 members 
Entering Unmasked Estep 
Score: -24824024.000000 Penalty: 6065.422852
	Iteration 27Q: 3 clusters Score -2.482402e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 189976 members 
Entering Unmasked Estep 
Score: -24824518.000000 Penalty: 6065.422852
	Iteration 28Q: 3 clusters Score -2.482452e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 191551 members 
Entering Unmasked Estep 
Score: -24825002.000000 Penalty: 6065.422852
	Iteration 29Q: 3 clusters Score -2.4825e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 192946 members 
Entering Unmasked Estep 
Score: -24825434.000000 Penalty: 6065.422852
	Iteration 30Q: 3 clusters Score -2.482543e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 194178 members 
Entering Unmasked Estep 
Score: -24825600.000000 Penalty: 6065.422852
	Iteration 31Q: 3 clusters Score -2.48256e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 195304 members 
Entering Unmasked Estep 
Score: -24825848.000000 Penalty: 6065.422852
	Iteration 32Q: 3 clusters Score -2.482585e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 196248 members 
Entering Unmasked Estep 
Score: -24825966.000000 Penalty: 6065.422852
	Iteration 33Q: 3 clusters Score -2.482597e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 197095 members 
Entering Unmasked Estep 
Score: -24826084.000000 Penalty: 6065.422852
	Iteration 34Q: 3 clusters Score -2.482608e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 197816 members 
Entering Unmasked Estep 
Score: -24826068.000000 Penalty: 6065.422852
	Iteration 35Q: 3 clusters Score -2.482607e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 198444 members 
Entering Unmasked Estep 
Score: -24826090.000000 Penalty: 6065.422852
	Iteration 36Q: 3 clusters Score -2.482609e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 198984 members 
Entering Unmasked Estep 
Score: -24826186.000000 Penalty: 6065.422852
	Iteration 37Q: 3 clusters Score -2.482619e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 199424 members 
Entering Unmasked Estep 
Score: -24826236.000000 Penalty: 6065.422852
	Iteration 38Q: 3 clusters Score -2.482624e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 199796 members 
Entering Unmasked Estep 
Score: -24826298.000000 Penalty: 6065.422852
	Iteration 39Q: 3 clusters Score -2.48263e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 200142 members 
Entering Unmasked Estep 
Score: -24826334.000000 Penalty: 6065.422852
	Iteration 40F: 3 clusters Score -2.482633e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 200441 members 
Entering Unmasked Estep 
Score: -24826264.000000 Penalty: 6065.422852
	Iteration 41Q: 3 clusters Score -2.482626e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 200706 members 
Entering Unmasked Estep 
Score: -24826256.000000 Penalty: 6065.422852
	Iteration 42Q: 3 clusters Score -2.482626e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 200908 members 
Entering Unmasked Estep 
Score: -24826302.000000 Penalty: 6065.422852
	Iteration 43Q: 3 clusters Score -2.48263e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 201090 members 
Entering Unmasked Estep 
Score: -24826262.000000 Penalty: 6065.422852
	Iteration 44Q: 3 clusters Score -2.482626e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 201240 members 
Entering Unmasked Estep 
Score: -24826202.000000 Penalty: 6065.422852
	Iteration 45Q: 3 clusters Score -2.48262e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 201370 members 
Entering Unmasked Estep 
Score: -24826218.000000 Penalty: 6065.422852
	Iteration 46Q: 3 clusters Score -2.482622e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 201470 members 
Entering Unmasked Estep 
Score: -24826154.000000 Penalty: 6065.422852
	Iteration 47Q: 3 clusters Score -2.482615e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 201545 members 
Entering Unmasked Estep 
Score: -24826164.000000 Penalty: 6065.422852
	Iteration 48Q: 3 clusters Score -2.482616e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 201605 members 
Entering Unmasked Estep 
Score: -24826160.000000 Penalty: 6065.422852
	Iteration 49Q: 3 clusters Score -2.482616e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 201662 members 
Entering Unmasked Estep 
Score: -24826164.000000 Penalty: 6065.422852
	Iteration 50Q: 3 clusters Score -2.482616e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 201707 members 
Entering Unmasked Estep 
Score: -24826174.000000 Penalty: 6065.422852
	Iteration 51Q: 3 clusters Score -2.482617e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 201756 members 
Entering Unmasked Estep 
Score: -24826168.000000 Penalty: 6065.422852
	Iteration 52Q: 3 clusters Score -2.482617e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 201799 members 
Entering Unmasked Estep 
Score: -24826188.000000 Penalty: 6065.422852
	Iteration 53Q: 3 clusters Score -2.482619e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 201838 members 
Entering Unmasked Estep 
Score: -24826162.000000 Penalty: 6065.422852
	Iteration 54Q: 3 clusters Score -2.482616e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 201861 members 
Entering Unmasked Estep 
Score: -24826194.000000 Penalty: 6065.422852
	Iteration 55Q: 3 clusters Score -2.482619e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 201877 members 
Entering Unmasked Estep 
Score: -24826184.000000 Penalty: 6065.422852
	Iteration 56Q: 3 clusters Score -2.482618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 201891 members 
Entering Unmasked Estep 
Score: -24826178.000000 Penalty: 6065.422852
	Iteration 57Q: 3 clusters Score -2.482618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 201900 members 
Entering Unmasked Estep 
Score: -24826184.000000 Penalty: 6065.422852
	Iteration 58Q: 3 clusters Score -2.482618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 201909 members 
Entering Unmasked Estep 
Score: -24826198.000000 Penalty: 6065.422852
	Iteration 59Q: 3 clusters Score -2.48262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 201916 members 
Entering Unmasked Estep 
Score: -24826182.000000 Penalty: 6065.422852
	Iteration 60F: 3 clusters Score -2.482618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 201927 members 
Entering Unmasked Estep 
Score: -24826180.000000 Penalty: 6065.422852
	Iteration 61Q: 3 clusters Score -2.482618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 201933 members 
Entering Unmasked Estep 
Score: -24826184.000000 Penalty: 6065.422852
	Iteration 62Q: 3 clusters Score -2.482618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 201942 members 
Entering Unmasked Estep 
Score: -24826176.000000 Penalty: 6065.422852
	Iteration 63Q: 3 clusters Score -2.482618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 201950 members 
Entering Unmasked Estep 
Score: -24826150.000000 Penalty: 6065.422852
	Iteration 64Q: 3 clusters Score -2.482615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 201957 members 
Entering Unmasked Estep 
Score: -24826146.000000 Penalty: 6065.422852
	Iteration 65Q: 3 clusters Score -2.482615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 201969 members 
Entering Unmasked Estep 
Score: -24826158.000000 Penalty: 6065.422852
	Iteration 66Q: 3 clusters Score -2.482616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 201978 members 
Entering Unmasked Estep 
Score: -24826166.000000 Penalty: 6065.422852
	Iteration 67Q: 3 clusters Score -2.482617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 201981 members 
Entering Unmasked Estep 
Score: -24826154.000000 Penalty: 6065.422852
	Iteration 68Q: 3 clusters Score -2.482615e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 201981 members 
Entering Unmasked Estep 
Score: -24826154.000000 Penalty: 6065.422852
	Iteration 69F: 3 clusters Score -2.482615e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Entering Unmasked Estep 
Score: -5724787.500000 Penalty: 2675.572021
	Iteration 0F: 2 clusters Score -5724788 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 24233 members 
Entering Unmasked Estep 
Score: -5692102.000000 Penalty: 5351.144043
	Iteration 0F: 3 clusters Score -5692102 nChanged 22338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -5704393.500000 Penalty: 5351.144043
	Iteration 1F: 3 clusters Score -5704394 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -5704874.000000 Penalty: 5351.144043
	Iteration 2Q: 3 clusters Score -5704874 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -5705338.000000 Penalty: 5351.144043
	Iteration 3Q: 3 clusters Score -5705338 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -5705756.000000 Penalty: 5351.144043
	Iteration 4Q: 3 clusters Score -5705756 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -5706294.000000 Penalty: 5351.144043
	Iteration 5Q: 3 clusters Score -5706294 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -5706981.000000 Penalty: 5351.144043
	Iteration 6Q: 3 clusters Score -5706981 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -5708156.500000 Penalty: 5351.144043
	Iteration 7Q: 3 clusters Score -5708156 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -5709975.000000 Penalty: 5351.144043
	Iteration 8F: 3 clusters Score -5709975 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -5712670.500000 Penalty: 5351.144043
	Iteration 9F: 3 clusters Score -5712670 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -5715749.000000 Penalty: 5351.144043
	Iteration 10F: 3 clusters Score -5715749 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -5718732.000000 Penalty: 5351.144043
	Iteration 11F: 3 clusters Score -5718732 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5720764.000000 Penalty: 5351.144043
	Iteration 12Q: 3 clusters Score -5720764 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5721730.500000 Penalty: 5351.144043
	Iteration 13Q: 3 clusters Score -5721730 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5722086.500000 Penalty: 5351.144043
	Iteration 14Q: 3 clusters Score -5722086 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5722262.500000 Penalty: 5351.144043
	Iteration 15Q: 3 clusters Score -5722262 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5722331.500000 Penalty: 5351.144043
	Iteration 16Q: 3 clusters Score -5722332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5722379.500000 Penalty: 5351.144043
	Iteration 17Q: 3 clusters Score -5722380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5722394.500000 Penalty: 5351.144043
	Iteration 18Q: 3 clusters Score -5722394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5722409.500000 Penalty: 5351.144043
	Iteration 19Q: 3 clusters Score -5722410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5722427.000000 Penalty: 5351.144043
	Iteration 20F: 3 clusters Score -5722427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5722437.500000 Penalty: 5351.144043
	Iteration 21Q: 3 clusters Score -5722438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5722447.000000 Penalty: 5351.144043
	Iteration 22Q: 3 clusters Score -5722447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5722448.500000 Penalty: 5351.144043
	Iteration 23Q: 3 clusters Score -5722448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5722448.500000 Penalty: 5351.144043
	Iteration 24Q: 3 clusters Score -5722448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5722453.500000 Penalty: 5351.144043
	Iteration 25Q: 3 clusters Score -5722454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5722453.500000 Penalty: 5351.144043
	Iteration 26F: 3 clusters Score -5722454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -461460.218750 Penalty: 2055.681152
	Iteration 0F: 2 clusters Score -461460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -457660.500000 Penalty: 4111.362305
	Iteration 0F: 3 clusters Score -457660.5 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -458574.312500 Penalty: 4111.362305
	Iteration 1F: 3 clusters Score -458574.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -458856.718750 Penalty: 4111.362305
	Iteration 2F: 3 clusters Score -458856.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -459038.187500 Penalty: 4111.362305
	Iteration 3F: 3 clusters Score -459038.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -459176.312500 Penalty: 4111.362305
	Iteration 4Q: 3 clusters Score -459176.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -459312.750000 Penalty: 4111.362305
	Iteration 5Q: 3 clusters Score -459312.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -459434.125000 Penalty: 4111.362305
	Iteration 6Q: 3 clusters Score -459434.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -459524.187500 Penalty: 4111.362305
	Iteration 7Q: 3 clusters Score -459524.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -459605.906250 Penalty: 4111.362305
	Iteration 8Q: 3 clusters Score -459605.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -459666.687500 Penalty: 4111.362305
	Iteration 9Q: 3 clusters Score -459666.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -459709.718750 Penalty: 4111.362305
	Iteration 10Q: 3 clusters Score -459709.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -459743.781250 Penalty: 4111.362305
	Iteration 11Q: 3 clusters Score -459743.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -459764.312500 Penalty: 4111.362305
	Iteration 12Q: 3 clusters Score -459764.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -459781.375000 Penalty: 4111.362305
	Iteration 13Q: 3 clusters Score -459781.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -459798.562500 Penalty: 4111.362305
	Iteration 14Q: 3 clusters Score -459798.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -459812.531250 Penalty: 4111.362305
	Iteration 15Q: 3 clusters Score -459812.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -459828.093750 Penalty: 4111.362305
	Iteration 16Q: 3 clusters Score -459828.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -459839.343750 Penalty: 4111.362305
	Iteration 17Q: 3 clusters Score -459839.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -459849.593750 Penalty: 4111.362305
	Iteration 18Q: 3 clusters Score -459849.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -459861.468750 Penalty: 4111.362305
	Iteration 19Q: 3 clusters Score -459861.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -459872.125000 Penalty: 4111.362305
	Iteration 20F: 3 clusters Score -459872.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -459881.187500 Penalty: 4111.362305
	Iteration 21Q: 3 clusters Score -459881.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -459889.312500 Penalty: 4111.362305
	Iteration 22Q: 3 clusters Score -459889.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -459895.937500 Penalty: 4111.362305
	Iteration 23Q: 3 clusters Score -459895.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -459902.062500 Penalty: 4111.362305
	Iteration 24Q: 3 clusters Score -459902.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -459906.125000 Penalty: 4111.362305
	Iteration 25Q: 3 clusters Score -459906.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -459908.750000 Penalty: 4111.362305
	Iteration 26Q: 3 clusters Score -459908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -459911.406250 Penalty: 4111.362305
	Iteration 27Q: 3 clusters Score -459911.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -459914.843750 Penalty: 4111.362305
	Iteration 28Q: 3 clusters Score -459914.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -459916.593750 Penalty: 4111.362305
	Iteration 29Q: 3 clusters Score -459916.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -459920.750000 Penalty: 4111.362305
	Iteration 30Q: 3 clusters Score -459920.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -459925.968750 Penalty: 4111.362305
	Iteration 31Q: 3 clusters Score -459926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -459929.968750 Penalty: 4111.362305
	Iteration 32Q: 3 clusters Score -459930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -459932.656250 Penalty: 4111.362305
	Iteration 33Q: 3 clusters Score -459932.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -459937.312500 Penalty: 4111.362305
	Iteration 34Q: 3 clusters Score -459937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -459938.562500 Penalty: 4111.362305
	Iteration 35Q: 3 clusters Score -459938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -459938.656250 Penalty: 4111.362305
	Iteration 36Q: 3 clusters Score -459938.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -459939.218750 Penalty: 4111.362305
	Iteration 37Q: 3 clusters Score -459939.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -459939.218750 Penalty: 4111.362305
	Iteration 38F: 3 clusters Score -459939.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (134897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134897 members 
Entering Unmasked Estep 
Score: -16479921.000000 Penalty: 2929.442139
	Iteration 0F: 2 clusters Score -1.647992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67283 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -16389244.000000 Penalty: 5858.884277
	Iteration 0F: 3 clusters Score -1.638924e+07 nChanged 64469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63820 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -16426710.000000 Penalty: 5858.884277
	Iteration 1F: 3 clusters Score -1.642671e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61307 members 
Mstep: Class 2 contains 73590 members 
Entering Unmasked Estep 
Score: -16427957.000000 Penalty: 5858.884277
	Iteration 2Q: 3 clusters Score -1.642796e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57521 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
Score: -16429794.000000 Penalty: 5858.884277
	Iteration 3Q: 3 clusters Score -1.642979e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51839 members 
Mstep: Class 2 contains 83058 members 
Entering Unmasked Estep 
Score: -16433021.000000 Penalty: 5858.884277
	Iteration 4F: 3 clusters Score -1.643302e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 91107 members 
Entering Unmasked Estep 
Score: -16438897.000000 Penalty: 5858.884277
	Iteration 5F: 3 clusters Score -1.64389e+07 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 101457 members 
Entering Unmasked Estep 
Score: -16447907.000000 Penalty: 5858.884277
	Iteration 6F: 3 clusters Score -1.644791e+07 nChanged 12022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 112623 members 
Entering Unmasked Estep 
Score: -16459200.000000 Penalty: 5858.884277
	Iteration 7F: 3 clusters Score -1.64592e+07 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 121506 members 
Entering Unmasked Estep 
Score: -16468664.000000 Penalty: 5858.884277
	Iteration 8F: 3 clusters Score -1.646866e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 126406 members 
Entering Unmasked Estep 
Score: -16474589.000000 Penalty: 5858.884277
	Iteration 9Q: 3 clusters Score -1.647459e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 128177 members 
Entering Unmasked Estep 
Score: -16477173.000000 Penalty: 5858.884277
	Iteration 10Q: 3 clusters Score -1.647717e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 128773 members 
Entering Unmasked Estep 
Score: -16478047.000000 Penalty: 5858.884277
	Iteration 11Q: 3 clusters Score -1.647805e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 129138 members 
Entering Unmasked Estep 
Score: -16478326.000000 Penalty: 5858.884277
	Iteration 12Q: 3 clusters Score -1.647833e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 129453 members 
Entering Unmasked Estep 
Score: -16478424.000000 Penalty: 5858.884277
	Iteration 13Q: 3 clusters Score -1.647842e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 129693 members 
Entering Unmasked Estep 
Score: -16478482.000000 Penalty: 5858.884277
	Iteration 14Q: 3 clusters Score -1.647848e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 129883 members 
Entering Unmasked Estep 
Score: -16478573.000000 Penalty: 5858.884277
	Iteration 15Q: 3 clusters Score -1.647857e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 130025 members 
Entering Unmasked Estep 
Score: -16478594.000000 Penalty: 5858.884277
	Iteration 16Q: 3 clusters Score -1.647859e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 130148 members 
Entering Unmasked Estep 
Score: -16478606.000000 Penalty: 5858.884277
	Iteration 17Q: 3 clusters Score -1.647861e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 130247 members 
Entering Unmasked Estep 
Score: -16478634.000000 Penalty: 5858.884277
	Iteration 18Q: 3 clusters Score -1.647863e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 130333 members 
Entering Unmasked Estep 
Score: -16478648.000000 Penalty: 5858.884277
	Iteration 19Q: 3 clusters Score -1.647865e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 130427 members 
Entering Unmasked Estep 
Score: -16478703.000000 Penalty: 5858.884277
	Iteration 20F: 3 clusters Score -1.64787e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 130512 members 
Entering Unmasked Estep 
Score: -16478689.000000 Penalty: 5858.884277
	Iteration 21Q: 3 clusters Score -1.647869e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 130589 members 
Entering Unmasked Estep 
Score: -16478700.000000 Penalty: 5858.884277
	Iteration 22Q: 3 clusters Score -1.64787e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 130654 members 
Entering Unmasked Estep 
Score: -16478691.000000 Penalty: 5858.884277
	Iteration 23Q: 3 clusters Score -1.647869e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 130721 members 
Entering Unmasked Estep 
Score: -16478729.000000 Penalty: 5858.884277
	Iteration 24Q: 3 clusters Score -1.647873e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 130778 members 
Entering Unmasked Estep 
Score: -16478742.000000 Penalty: 5858.884277
	Iteration 25Q: 3 clusters Score -1.647874e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 130820 members 
Entering Unmasked Estep 
Score: -16478765.000000 Penalty: 5858.884277
	Iteration 26Q: 3 clusters Score -1.647876e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 130862 members 
Entering Unmasked Estep 
Score: -16478775.000000 Penalty: 5858.884277
	Iteration 27Q: 3 clusters Score -1.647878e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 130897 members 
Entering Unmasked Estep 
Score: -16478782.000000 Penalty: 5858.884277
	Iteration 28Q: 3 clusters Score -1.647878e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 130925 members 
Entering Unmasked Estep 
Score: -16478789.000000 Penalty: 5858.884277
	Iteration 29Q: 3 clusters Score -1.647879e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 130943 members 
Entering Unmasked Estep 
Score: -16478775.000000 Penalty: 5858.884277
	Iteration 30Q: 3 clusters Score -1.647878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 130960 members 
Entering Unmasked Estep 
Score: -16478779.000000 Penalty: 5858.884277
	Iteration 31Q: 3 clusters Score -1.647878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 130971 members 
Entering Unmasked Estep 
Score: -16478777.000000 Penalty: 5858.884277
	Iteration 32Q: 3 clusters Score -1.647878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 130978 members 
Entering Unmasked Estep 
Score: -16478781.000000 Penalty: 5858.884277
	Iteration 33Q: 3 clusters Score -1.647878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 130982 members 
Entering Unmasked Estep 
Score: -16478785.000000 Penalty: 5858.884277
	Iteration 34Q: 3 clusters Score -1.647878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 130984 members 
Entering Unmasked Estep 
Score: -16478784.000000 Penalty: 5858.884277
	Iteration 35Q: 3 clusters Score -1.647878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 130984 members 
Entering Unmasked Estep 
Score: -16478784.000000 Penalty: 5858.884277
	Iteration 36F: 3 clusters Score -1.647878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -469664.937500 Penalty: 2065.036133
	Iteration 0F: 2 clusters Score -469664.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -465702.031250 Penalty: 4130.072266
	Iteration 0F: 3 clusters Score -465702 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -466629.343750 Penalty: 4130.072266
	Iteration 1F: 3 clusters Score -466629.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -466850.625000 Penalty: 4130.072266
	Iteration 2F: 3 clusters Score -466850.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -466997.437500 Penalty: 4130.072266
	Iteration 3F: 3 clusters Score -466997.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -467103.812500 Penalty: 4130.072266
	Iteration 4Q: 3 clusters Score -467103.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -467162.687500 Penalty: 4130.072266
	Iteration 5Q: 3 clusters Score -467162.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -467206.468750 Penalty: 4130.072266
	Iteration 6Q: 3 clusters Score -467206.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -467247.500000 Penalty: 4130.072266
	Iteration 7Q: 3 clusters Score -467247.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -467300.406250 Penalty: 4130.072266
	Iteration 8Q: 3 clusters Score -467300.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -467351.562500 Penalty: 4130.072266
	Iteration 9Q: 3 clusters Score -467351.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -467419.062500 Penalty: 4130.072266
	Iteration 10Q: 3 clusters Score -467419.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -467497.375000 Penalty: 4130.072266
	Iteration 11Q: 3 clusters Score -467497.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -467565.093750 Penalty: 4130.072266
	Iteration 12Q: 3 clusters Score -467565.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -467639.343750 Penalty: 4130.072266
	Iteration 13Q: 3 clusters Score -467639.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -467712.843750 Penalty: 4130.072266
	Iteration 14Q: 3 clusters Score -467712.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -467780.218750 Penalty: 4130.072266
	Iteration 15Q: 3 clusters Score -467780.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -467834.625000 Penalty: 4130.072266
	Iteration 16Q: 3 clusters Score -467834.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -467865.437500 Penalty: 4130.072266
	Iteration 17Q: 3 clusters Score -467865.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -467889.781250 Penalty: 4130.072266
	Iteration 18Q: 3 clusters Score -467889.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -467910.156250 Penalty: 4130.072266
	Iteration 19Q: 3 clusters Score -467910.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -467927.843750 Penalty: 4130.072266
	Iteration 20F: 3 clusters Score -467927.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -467943.562500 Penalty: 4130.072266
	Iteration 21Q: 3 clusters Score -467943.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -467959.312500 Penalty: 4130.072266
	Iteration 22Q: 3 clusters Score -467959.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -467973.406250 Penalty: 4130.072266
	Iteration 23Q: 3 clusters Score -467973.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -467987.437500 Penalty: 4130.072266
	Iteration 24Q: 3 clusters Score -467987.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -468002.250000 Penalty: 4130.072266
	Iteration 25Q: 3 clusters Score -468002.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -468021.218750 Penalty: 4130.072266
	Iteration 26Q: 3 clusters Score -468021.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -468046.125000 Penalty: 4130.072266
	Iteration 27Q: 3 clusters Score -468046.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -468067.062500 Penalty: 4130.072266
	Iteration 28Q: 3 clusters Score -468067.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -468087.406250 Penalty: 4130.072266
	Iteration 29Q: 3 clusters Score -468087.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -468101.906250 Penalty: 4130.072266
	Iteration 30Q: 3 clusters Score -468101.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -468123.125000 Penalty: 4130.072266
	Iteration 31Q: 3 clusters Score -468123.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -468151.031250 Penalty: 4130.072266
	Iteration 32Q: 3 clusters Score -468151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -468161.687500 Penalty: 4130.072266
	Iteration 33Q: 3 clusters Score -468161.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -468174.125000 Penalty: 4130.072266
	Iteration 34Q: 3 clusters Score -468174.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -468187.250000 Penalty: 4130.072266
	Iteration 35Q: 3 clusters Score -468187.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -468197.500000 Penalty: 4130.072266
	Iteration 36Q: 3 clusters Score -468197.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -468210.968750 Penalty: 4130.072266
	Iteration 37Q: 3 clusters Score -468211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -468222.031250 Penalty: 4130.072266
	Iteration 38Q: 3 clusters Score -468222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -468231.000000 Penalty: 4130.072266
	Iteration 39Q: 3 clusters Score -468231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -468235.968750 Penalty: 4130.072266
	Iteration 40F: 3 clusters Score -468236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -468238.093750 Penalty: 4130.072266
	Iteration 41Q: 3 clusters Score -468238.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -468240.968750 Penalty: 4130.072266
	Iteration 42Q: 3 clusters Score -468241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -468241.500000 Penalty: 4130.072266
	Iteration 43Q: 3 clusters Score -468241.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -468242.375000 Penalty: 4130.072266
	Iteration 44Q: 3 clusters Score -468242.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -468242.562500 Penalty: 4130.072266
	Iteration 45Q: 3 clusters Score -468242.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -468242.562500 Penalty: 4130.072266
	Iteration 46F: 3 clusters Score -468242.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -28039.126953 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -28039.13 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 161 members 
Entering Unmasked Estep 
Score: -26852.761719 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -26852.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27062.689453 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -27062.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27102.681641 Penalty: 2801.891357
	Iteration 2Q: 3 clusters Score -27102.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27106.021484 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -27106.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27108.578125 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -27108.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27110.107422 Penalty: 2801.891357
	Iteration 5Q: 3 clusters Score -27110.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27110.107422 Penalty: 2801.891357
	Iteration 6F: 3 clusters Score -27110.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Entering Unmasked Estep 
Score: -1871334.125000 Penalty: 2385.890869
	Iteration 0F: 2 clusters Score -1871334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1860351.625000 Penalty: 4771.781738
	Iteration 0F: 3 clusters Score -1860352 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1863808.375000 Penalty: 4771.781738
	Iteration 1F: 3 clusters Score -1863808 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1864113.750000 Penalty: 4771.781738
	Iteration 2F: 3 clusters Score -1864114 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1864337.125000 Penalty: 4771.781738
	Iteration 3Q: 3 clusters Score -1864337 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1864528.750000 Penalty: 4771.781738
	Iteration 4Q: 3 clusters Score -1864529 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1864691.250000 Penalty: 4771.781738
	Iteration 5Q: 3 clusters Score -1864691 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1864860.625000 Penalty: 4771.781738
	Iteration 6Q: 3 clusters Score -1864861 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1865034.625000 Penalty: 4771.781738
	Iteration 7Q: 3 clusters Score -1865035 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1865206.000000 Penalty: 4771.781738
	Iteration 8Q: 3 clusters Score -1865206 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1865397.625000 Penalty: 4771.781738
	Iteration 9Q: 3 clusters Score -1865398 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1865616.125000 Penalty: 4771.781738
	Iteration 10Q: 3 clusters Score -1865616 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1865905.750000 Penalty: 4771.781738
	Iteration 11Q: 3 clusters Score -1865906 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1866224.500000 Penalty: 4771.781738
	Iteration 12Q: 3 clusters Score -1866224 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1866676.250000 Penalty: 4771.781738
	Iteration 13Q: 3 clusters Score -1866676 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1867237.375000 Penalty: 4771.781738
	Iteration 14Q: 3 clusters Score -1867237 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1867757.500000 Penalty: 4771.781738
	Iteration 15Q: 3 clusters Score -1867758 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1868104.250000 Penalty: 4771.781738
	Iteration 16Q: 3 clusters Score -1868104 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1868286.750000 Penalty: 4771.781738
	Iteration 17Q: 3 clusters Score -1868287 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1868379.875000 Penalty: 4771.781738
	Iteration 18Q: 3 clusters Score -1868380 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1868435.375000 Penalty: 4771.781738
	Iteration 19Q: 3 clusters Score -1868435 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1868466.625000 Penalty: 4771.781738
	Iteration 20F: 3 clusters Score -1868467 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1868502.875000 Penalty: 4771.781738
	Iteration 21Q: 3 clusters Score -1868503 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1868532.750000 Penalty: 4771.781738
	Iteration 22Q: 3 clusters Score -1868533 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1868556.000000 Penalty: 4771.781738
	Iteration 23Q: 3 clusters Score -1868556 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1868591.000000 Penalty: 4771.781738
	Iteration 24Q: 3 clusters Score -1868591 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1868619.125000 Penalty: 4771.781738
	Iteration 25Q: 3 clusters Score -1868619 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1868639.375000 Penalty: 4771.781738
	Iteration 26Q: 3 clusters Score -1868639 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1868663.500000 Penalty: 4771.781738
	Iteration 27Q: 3 clusters Score -1868664 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1868685.875000 Penalty: 4771.781738
	Iteration 28Q: 3 clusters Score -1868686 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1868704.500000 Penalty: 4771.781738
	Iteration 29Q: 3 clusters Score -1868704 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1868721.375000 Penalty: 4771.781738
	Iteration 30Q: 3 clusters Score -1868721 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1868744.000000 Penalty: 4771.781738
	Iteration 31Q: 3 clusters Score -1868744 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1868759.750000 Penalty: 4771.781738
	Iteration 32Q: 3 clusters Score -1868760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1868777.500000 Penalty: 4771.781738
	Iteration 33Q: 3 clusters Score -1868778 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1868783.125000 Penalty: 4771.781738
	Iteration 34Q: 3 clusters Score -1868783 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1868798.500000 Penalty: 4771.781738
	Iteration 35Q: 3 clusters Score -1868798 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1868809.500000 Penalty: 4771.781738
	Iteration 36Q: 3 clusters Score -1868810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1868812.750000 Penalty: 4771.781738
	Iteration 37Q: 3 clusters Score -1868813 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1868822.000000 Penalty: 4771.781738
	Iteration 38Q: 3 clusters Score -1868822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1868828.625000 Penalty: 4771.781738
	Iteration 39Q: 3 clusters Score -1868829 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1868829.000000 Penalty: 4771.781738
	Iteration 40F: 3 clusters Score -1868829 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1868845.250000 Penalty: 4771.781738
	Iteration 41Q: 3 clusters Score -1868845 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1868851.750000 Penalty: 4771.781738
	Iteration 42Q: 3 clusters Score -1868852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1868866.875000 Penalty: 4771.781738
	Iteration 43Q: 3 clusters Score -1868867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1868882.250000 Penalty: 4771.781738
	Iteration 44Q: 3 clusters Score -1868882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1868883.750000 Penalty: 4771.781738
	Iteration 45Q: 3 clusters Score -1868884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1868889.250000 Penalty: 4771.781738
	Iteration 46Q: 3 clusters Score -1868889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1868893.875000 Penalty: 4771.781738
	Iteration 47Q: 3 clusters Score -1868894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1868894.500000 Penalty: 4771.781738
	Iteration 48Q: 3 clusters Score -1868894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1868896.250000 Penalty: 4771.781738
	Iteration 49Q: 3 clusters Score -1868896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1868898.000000 Penalty: 4771.781738
	Iteration 50Q: 3 clusters Score -1868898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1868902.875000 Penalty: 4771.781738
	Iteration 51Q: 3 clusters Score -1868903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1868903.625000 Penalty: 4771.781738
	Iteration 52Q: 3 clusters Score -1868904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1868909.125000 Penalty: 4771.781738
	Iteration 53Q: 3 clusters Score -1868909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1868915.500000 Penalty: 4771.781738
	Iteration 54Q: 3 clusters Score -1868916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1868922.875000 Penalty: 4771.781738
	Iteration 55Q: 3 clusters Score -1868923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1868926.500000 Penalty: 4771.781738
	Iteration 56Q: 3 clusters Score -1868926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1868925.500000 Penalty: 4771.781738
	Iteration 57Q: 3 clusters Score -1868926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1868928.625000 Penalty: 4771.781738
	Iteration 58Q: 3 clusters Score -1868929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1868931.250000 Penalty: 4771.781738
	Iteration 59Q: 3 clusters Score -1868931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1868937.000000 Penalty: 4771.781738
	Iteration 60F: 3 clusters Score -1868937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1868938.875000 Penalty: 4771.781738
	Iteration 61Q: 3 clusters Score -1868939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1868943.750000 Penalty: 4771.781738
	Iteration 62Q: 3 clusters Score -1868944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1868944.750000 Penalty: 4771.781738
	Iteration 63Q: 3 clusters Score -1868945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1868950.250000 Penalty: 4771.781738
	Iteration 64Q: 3 clusters Score -1868950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1868956.750000 Penalty: 4771.781738
	Iteration 65Q: 3 clusters Score -1868957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1868960.375000 Penalty: 4771.781738
	Iteration 66Q: 3 clusters Score -1868960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1868966.375000 Penalty: 4771.781738
	Iteration 67Q: 3 clusters Score -1868966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1868972.875000 Penalty: 4771.781738
	Iteration 68Q: 3 clusters Score -1868973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1868985.875000 Penalty: 4771.781738
	Iteration 69Q: 3 clusters Score -1868986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1868998.875000 Penalty: 4771.781738
	Iteration 70Q: 3 clusters Score -1868999 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1869007.500000 Penalty: 4771.781738
	Iteration 71Q: 3 clusters Score -1869008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1869018.875000 Penalty: 4771.781738
	Iteration 72Q: 3 clusters Score -1869019 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1869032.625000 Penalty: 4771.781738
	Iteration 73Q: 3 clusters Score -1869033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1869042.750000 Penalty: 4771.781738
	Iteration 74Q: 3 clusters Score -1869043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1869052.125000 Penalty: 4771.781738
	Iteration 75Q: 3 clusters Score -1869052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1869053.250000 Penalty: 4771.781738
	Iteration 76Q: 3 clusters Score -1869053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1869063.500000 Penalty: 4771.781738
	Iteration 77Q: 3 clusters Score -1869064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1869067.125000 Penalty: 4771.781738
	Iteration 78Q: 3 clusters Score -1869067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1869070.375000 Penalty: 4771.781738
	Iteration 79Q: 3 clusters Score -1869070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1869073.000000 Penalty: 4771.781738
	Iteration 80F: 3 clusters Score -1869073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1869076.250000 Penalty: 4771.781738
	Iteration 81Q: 3 clusters Score -1869076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1869085.625000 Penalty: 4771.781738
	Iteration 82Q: 3 clusters Score -1869086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1869093.125000 Penalty: 4771.781738
	Iteration 83Q: 3 clusters Score -1869093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1869106.000000 Penalty: 4771.781738
	Iteration 84Q: 3 clusters Score -1869106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1869107.000000 Penalty: 4771.781738
	Iteration 85Q: 3 clusters Score -1869107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1869113.000000 Penalty: 4771.781738
	Iteration 86Q: 3 clusters Score -1869113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1869110.375000 Penalty: 4771.781738
	Iteration 87Q: 3 clusters Score -1869110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1869118.000000 Penalty: 4771.781738
	Iteration 88Q: 3 clusters Score -1869118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1869116.000000 Penalty: 4771.781738
	Iteration 89Q: 3 clusters Score -1869116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1869119.000000 Penalty: 4771.781738
	Iteration 90Q: 3 clusters Score -1869119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1869122.750000 Penalty: 4771.781738
	Iteration 91Q: 3 clusters Score -1869123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1869124.375000 Penalty: 4771.781738
	Iteration 92Q: 3 clusters Score -1869124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1869123.625000 Penalty: 4771.781738
	Iteration 93Q: 3 clusters Score -1869124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1869129.750000 Penalty: 4771.781738
	Iteration 94Q: 3 clusters Score -1869130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1869130.375000 Penalty: 4771.781738
	Iteration 95Q: 3 clusters Score -1869130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1869129.625000 Penalty: 4771.781738
	Iteration 96Q: 3 clusters Score -1869130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1869135.750000 Penalty: 4771.781738
	Iteration 97Q: 3 clusters Score -1869136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1869138.125000 Penalty: 4771.781738
	Iteration 98Q: 3 clusters Score -1869138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1869139.625000 Penalty: 4771.781738
	Iteration 99Q: 3 clusters Score -1869140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1869141.500000 Penalty: 4771.781738
	Iteration 100F: 3 clusters Score -1869142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1869142.125000 Penalty: 4771.781738
	Iteration 101Q: 3 clusters Score -1869142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1869141.125000 Penalty: 4771.781738
	Iteration 102Q: 3 clusters Score -1869141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1869142.500000 Penalty: 4771.781738
	Iteration 103Q: 3 clusters Score -1869142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1869144.375000 Penalty: 4771.781738
	Iteration 104Q: 3 clusters Score -1869144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1869144.375000 Penalty: 4771.781738
	Iteration 105Q: 3 clusters Score -1869144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1869146.250000 Penalty: 4771.781738
	Iteration 106Q: 3 clusters Score -1869146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1869147.125000 Penalty: 4771.781738
	Iteration 107Q: 3 clusters Score -1869147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1869147.625000 Penalty: 4771.781738
	Iteration 108Q: 3 clusters Score -1869148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1869148.625000 Penalty: 4771.781738
	Iteration 109Q: 3 clusters Score -1869149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1869149.875000 Penalty: 4771.781738
	Iteration 110Q: 3 clusters Score -1869150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1869149.875000 Penalty: 4771.781738
	Iteration 111F: 3 clusters Score -1869150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162838 members 
Mstep: Class 5 contains 231293 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56541 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204572 members 
Mstep: Class 13 contains 48465 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134897 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301176.000000 Penalty: 57676.941406
Iteration 239Q: 18 clusters Score -1.043012e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162835 members 
Mstep: Class 5 contains 231408 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56534 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204480 members 
Mstep: Class 13 contains 48463 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134886 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301352.000000 Penalty: 57676.941406
Iteration 240F: 18 clusters Score -1.043014e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162827 members 
Mstep: Class 5 contains 231529 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56527 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204379 members 
Mstep: Class 13 contains 48460 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134883 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301224.000000 Penalty: 57676.941406
Iteration 241Q: 18 clusters Score -1.043012e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162815 members 
Mstep: Class 5 contains 231655 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56514 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204289 members 
Mstep: Class 13 contains 48455 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134878 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301120.000000 Penalty: 57676.941406
Iteration 242Q: 18 clusters Score -1.043011e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162800 members 
Mstep: Class 5 contains 231749 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56507 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204217 members 
Mstep: Class 13 contains 48449 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134882 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301152.000000 Penalty: 57676.941406
Iteration 243Q: 18 clusters Score -1.043012e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162804 members 
Mstep: Class 5 contains 231817 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56503 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204146 members 
Mstep: Class 13 contains 48448 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134884 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301088.000000 Penalty: 57676.941406
Iteration 244Q: 18 clusters Score -1.043011e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162799 members 
Mstep: Class 5 contains 231880 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56495 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204090 members 
Mstep: Class 13 contains 48444 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134890 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300984.000000 Penalty: 57676.941406
Iteration 245Q: 18 clusters Score -1.04301e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162789 members 
Mstep: Class 5 contains 231950 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56481 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204029 members 
Mstep: Class 13 contains 48438 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134908 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300960.000000 Penalty: 57676.941406
Iteration 246Q: 18 clusters Score -1.04301e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162764 members 
Mstep: Class 5 contains 231998 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56477 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204006 members 
Mstep: Class 13 contains 48434 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134916 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300920.000000 Penalty: 57676.941406
Iteration 247Q: 18 clusters Score -1.043009e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162738 members 
Mstep: Class 5 contains 232047 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56470 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203990 members 
Mstep: Class 13 contains 48429 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134924 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300880.000000 Penalty: 57676.941406
Iteration 248Q: 18 clusters Score -1.043009e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162715 members 
Mstep: Class 5 contains 232117 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56465 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203956 members 
Mstep: Class 13 contains 48423 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134926 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300904.000000 Penalty: 57676.941406
Iteration 249Q: 18 clusters Score -1.043009e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162681 members 
Mstep: Class 5 contains 232205 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56462 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203900 members 
Mstep: Class 13 contains 48421 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134937 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300888.000000 Penalty: 57676.941406
Iteration 250Q: 18 clusters Score -1.043009e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162669 members 
Mstep: Class 5 contains 232251 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56463 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203865 members 
Mstep: Class 13 contains 48414 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134950 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300888.000000 Penalty: 57676.941406
Iteration 251Q: 18 clusters Score -1.043009e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162652 members 
Mstep: Class 5 contains 232302 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56465 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203816 members 
Mstep: Class 13 contains 48408 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134968 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300784.000000 Penalty: 57676.941406
Iteration 252Q: 18 clusters Score -1.043008e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162637 members 
Mstep: Class 5 contains 232332 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56469 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203782 members 
Mstep: Class 13 contains 48407 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134987 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300712.000000 Penalty: 57676.941406
Iteration 253Q: 18 clusters Score -1.043007e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162620 members 
Mstep: Class 5 contains 232358 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56472 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203760 members 
Mstep: Class 13 contains 48405 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 134999 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300696.000000 Penalty: 57676.941406
Iteration 254Q: 18 clusters Score -1.043007e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162609 members 
Mstep: Class 5 contains 232405 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56472 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203722 members 
Mstep: Class 13 contains 48394 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135009 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300704.000000 Penalty: 57676.941406
Iteration 255Q: 18 clusters Score -1.043007e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162607 members 
Mstep: Class 5 contains 232423 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56471 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203705 members 
Mstep: Class 13 contains 48388 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135016 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300720.000000 Penalty: 57676.941406
Iteration 256Q: 18 clusters Score -1.043007e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162587 members 
Mstep: Class 5 contains 232446 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56475 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203692 members 
Mstep: Class 13 contains 48383 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135029 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300712.000000 Penalty: 57676.941406
Iteration 257Q: 18 clusters Score -1.043007e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162576 members 
Mstep: Class 5 contains 232459 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56474 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203676 members 
Mstep: Class 13 contains 48380 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135049 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300704.000000 Penalty: 57676.941406
Iteration 258Q: 18 clusters Score -1.043007e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162564 members 
Mstep: Class 5 contains 232498 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56473 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203658 members 
Mstep: Class 13 contains 48373 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135047 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300696.000000 Penalty: 57676.941406
Iteration 259Q: 18 clusters Score -1.043007e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162552 members 
Mstep: Class 5 contains 232522 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56470 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203648 members 
Mstep: Class 13 contains 48367 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135053 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300576.000000 Penalty: 57676.941406
Iteration 260F: 18 clusters Score -1.043006e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162534 members 
Mstep: Class 5 contains 232525 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56473 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203647 members 
Mstep: Class 13 contains 48363 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135066 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300528.000000 Penalty: 57676.941406
Iteration 261Q: 18 clusters Score -1.043005e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162512 members 
Mstep: Class 5 contains 232522 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56475 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203660 members 
Mstep: Class 13 contains 48361 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135078 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300600.000000 Penalty: 57676.941406
Iteration 262Q: 18 clusters Score -1.043006e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162496 members 
Mstep: Class 5 contains 232527 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56472 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203674 members 
Mstep: Class 13 contains 48357 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135081 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300680.000000 Penalty: 57676.941406
Iteration 263Q: 18 clusters Score -1.043007e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162474 members 
Mstep: Class 5 contains 232549 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56468 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203684 members 
Mstep: Class 13 contains 48348 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135085 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300672.000000 Penalty: 57676.941406
Iteration 264Q: 18 clusters Score -1.043007e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162457 members 
Mstep: Class 5 contains 232549 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56466 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203698 members 
Mstep: Class 13 contains 48344 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135092 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300584.000000 Penalty: 57676.941406
Iteration 265Q: 18 clusters Score -1.043006e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162443 members 
Mstep: Class 5 contains 232549 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56464 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203700 members 
Mstep: Class 13 contains 48341 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135108 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300600.000000 Penalty: 57676.941406
Iteration 266Q: 18 clusters Score -1.043006e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162435 members 
Mstep: Class 5 contains 232546 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56465 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203708 members 
Mstep: Class 13 contains 48341 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135107 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300584.000000 Penalty: 57676.941406
Iteration 267Q: 18 clusters Score -1.043006e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162427 members 
Mstep: Class 5 contains 232552 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56464 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203716 members 
Mstep: Class 13 contains 48341 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135103 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300536.000000 Penalty: 57676.941406
Iteration 268Q: 18 clusters Score -1.043005e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162422 members 
Mstep: Class 5 contains 232546 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56465 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203722 members 
Mstep: Class 13 contains 48341 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135106 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300496.000000 Penalty: 57676.941406
Iteration 269Q: 18 clusters Score -1.043005e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162416 members 
Mstep: Class 5 contains 232537 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56463 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203729 members 
Mstep: Class 13 contains 48342 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135116 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300560.000000 Penalty: 57676.941406
Iteration 270Q: 18 clusters Score -1.043006e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162409 members 
Mstep: Class 5 contains 232527 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56463 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203732 members 
Mstep: Class 13 contains 48340 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135130 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300608.000000 Penalty: 57676.941406
Iteration 271Q: 18 clusters Score -1.043006e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162397 members 
Mstep: Class 5 contains 232508 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56462 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203757 members 
Mstep: Class 13 contains 48343 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135137 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300568.000000 Penalty: 57676.941406
Iteration 272Q: 18 clusters Score -1.043006e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162383 members 
Mstep: Class 5 contains 232484 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56463 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203778 members 
Mstep: Class 13 contains 48342 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135153 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300576.000000 Penalty: 57676.941406
Iteration 273Q: 18 clusters Score -1.043006e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162374 members 
Mstep: Class 5 contains 232468 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56462 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203795 members 
Mstep: Class 13 contains 48341 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135161 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300528.000000 Penalty: 57676.941406
Iteration 274Q: 18 clusters Score -1.043005e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162374 members 
Mstep: Class 5 contains 232441 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56463 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203811 members 
Mstep: Class 13 contains 48341 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135169 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300600.000000 Penalty: 57676.941406
Iteration 275Q: 18 clusters Score -1.043006e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162372 members 
Mstep: Class 5 contains 232414 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56461 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203826 members 
Mstep: Class 13 contains 48342 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135183 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300680.000000 Penalty: 57676.941406
Iteration 276Q: 18 clusters Score -1.043007e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162364 members 
Mstep: Class 5 contains 232400 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56462 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203845 members 
Mstep: Class 13 contains 48340 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135186 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300648.000000 Penalty: 57676.941406
Iteration 277Q: 18 clusters Score -1.043006e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162366 members 
Mstep: Class 5 contains 232392 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56459 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203854 members 
Mstep: Class 13 contains 48337 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135189 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300568.000000 Penalty: 57676.941406
Iteration 278Q: 18 clusters Score -1.043006e+08 nChanged 72
Entering ConstructFrom: 
Score: -104300568.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -52167.632812 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -52167.63 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 244 members 
Entering Unmasked Estep 
Score: -50658.750000 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -50658.75 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50819.500000 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -50819.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50843.980469 Penalty: 3096.142822
	Iteration 2Q: 3 clusters Score -50843.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50871.062500 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -50871.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50891.207031 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -50891.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50896.796875 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -50896.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50900.277344 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -50900.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50906.777344 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -50906.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50911.558594 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -50911.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50911.558594 Penalty: 3096.142822
	Iteration 9F: 3 clusters Score -50911.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -47377.882812 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -47377.88 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 278 members 
Entering Unmasked Estep 
Score: -45880.359375 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -45880.36 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -46080.820312 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -46080.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -46232.839844 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -46232.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -46363.964844 Penalty: 3110.410156
	Iteration 3F: 3 clusters Score -46363.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -46492.757812 Penalty: 3110.410156
	Iteration 4F: 3 clusters Score -46492.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -46626.578125 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -46626.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -46737.292969 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -46737.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -46831.355469 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -46831.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -46898.921875 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -46898.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -46945.203125 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -46945.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46992.597656 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -46992.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -47068.812500 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -47068.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -47113.921875 Penalty: 3110.410156
	Iteration 12Q: 3 clusters Score -47113.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -47130.078125 Penalty: 3110.410156
	Iteration 13Q: 3 clusters Score -47130.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -47162.652344 Penalty: 3110.410156
	Iteration 14Q: 3 clusters Score -47162.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -47169.617188 Penalty: 3110.410156
	Iteration 15Q: 3 clusters Score -47169.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -47212.007812 Penalty: 3110.410156
	Iteration 16F: 3 clusters Score -47212.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47324.859375 Penalty: 3110.410156
	Iteration 17Q: 3 clusters Score -47324.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47324.859375 Penalty: 3110.410156
	Iteration 18F: 3 clusters Score -47324.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -213424.828125 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -213424.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -210771.875000 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -210771.9 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -211295.640625 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -211295.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -211475.859375 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -211475.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -211571.906250 Penalty: 3777.187988
	Iteration 3F: 3 clusters Score -211571.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -211627.640625 Penalty: 3777.187988
	Iteration 4Q: 3 clusters Score -211627.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -211668.468750 Penalty: 3777.187988
	Iteration 5Q: 3 clusters Score -211668.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -211705.125000 Penalty: 3777.187988
	Iteration 6Q: 3 clusters Score -211705.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -211738.734375 Penalty: 3777.187988
	Iteration 7Q: 3 clusters Score -211738.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -211763.843750 Penalty: 3777.187988
	Iteration 8Q: 3 clusters Score -211763.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -211777.859375 Penalty: 3777.187988
	Iteration 9Q: 3 clusters Score -211777.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -211796.031250 Penalty: 3777.187988
	Iteration 10Q: 3 clusters Score -211796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -211817.343750 Penalty: 3777.187988
	Iteration 11Q: 3 clusters Score -211817.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -211836.250000 Penalty: 3777.187988
	Iteration 12Q: 3 clusters Score -211836.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -211857.156250 Penalty: 3777.187988
	Iteration 13Q: 3 clusters Score -211857.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -211874.906250 Penalty: 3777.187988
	Iteration 14Q: 3 clusters Score -211874.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -211898.781250 Penalty: 3777.187988
	Iteration 15Q: 3 clusters Score -211898.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -211925.281250 Penalty: 3777.187988
	Iteration 16Q: 3 clusters Score -211925.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -211957.984375 Penalty: 3777.187988
	Iteration 17Q: 3 clusters Score -211958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -212004.937500 Penalty: 3777.187988
	Iteration 18Q: 3 clusters Score -212004.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -212063.703125 Penalty: 3777.187988
	Iteration 19Q: 3 clusters Score -212063.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -212166.359375 Penalty: 3777.187988
	Iteration 20F: 3 clusters Score -212166.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -212325.812500 Penalty: 3777.187988
	Iteration 21Q: 3 clusters Score -212325.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -212547.015625 Penalty: 3777.187988
	Iteration 22Q: 3 clusters Score -212547 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -212829.515625 Penalty: 3777.187988
	Iteration 23F: 3 clusters Score -212829.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -213086.968750 Penalty: 3777.187988
	Iteration 24Q: 3 clusters Score -213087 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -213217.468750 Penalty: 3777.187988
	Iteration 25Q: 3 clusters Score -213217.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -213285.453125 Penalty: 3777.187988
	Iteration 26Q: 3 clusters Score -213285.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -213312.015625 Penalty: 3777.187988
	Iteration 27Q: 3 clusters Score -213312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -213329.531250 Penalty: 3777.187988
	Iteration 28Q: 3 clusters Score -213329.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -213344.921875 Penalty: 3777.187988
	Iteration 29Q: 3 clusters Score -213344.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -213354.531250 Penalty: 3777.187988
	Iteration 30Q: 3 clusters Score -213354.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -213360.203125 Penalty: 3777.187988
	Iteration 31Q: 3 clusters Score -213360.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -213363.937500 Penalty: 3777.187988
	Iteration 32Q: 3 clusters Score -213363.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -213365.968750 Penalty: 3777.187988
	Iteration 33Q: 3 clusters Score -213366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -213367.093750 Penalty: 3777.187988
	Iteration 34Q: 3 clusters Score -213367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -213367.218750 Penalty: 3777.187988
	Iteration 35Q: 3 clusters Score -213367.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -213367.218750 Penalty: 3777.187988
	Iteration 36F: 3 clusters Score -213367.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (162358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162358 members 
Entering Unmasked Estep 
Score: -19792042.000000 Penalty: 2975.394531
	Iteration 0F: 2 clusters Score -1.979204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81342 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -19684348.000000 Penalty: 5950.789062
	Iteration 0F: 3 clusters Score -1.968435e+07 nChanged 78080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84820 members 
Mstep: Class 2 contains 77538 members 
Entering Unmasked Estep 
Score: -19729770.000000 Penalty: 5950.789062
	Iteration 1F: 3 clusters Score -1.972977e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
Score: -19730850.000000 Penalty: 5950.789062
	Iteration 2Q: 3 clusters Score -1.973085e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90415 members 
Mstep: Class 2 contains 71943 members 
Entering Unmasked Estep 
Score: -19732464.000000 Penalty: 5950.789062
	Iteration 3Q: 3 clusters Score -1.973246e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95226 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -19734816.000000 Penalty: 5950.789062
	Iteration 4Q: 3 clusters Score -1.973482e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102127 members 
Mstep: Class 2 contains 60231 members 
Entering Unmasked Estep 
Score: -19738978.000000 Penalty: 5950.789062
	Iteration 5F: 3 clusters Score -1.973898e+07 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111339 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -19746112.000000 Penalty: 5950.789062
	Iteration 6F: 3 clusters Score -1.974611e+07 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122202 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -19755724.000000 Penalty: 5950.789062
	Iteration 7F: 3 clusters Score -1.975572e+07 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132745 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -19766130.000000 Penalty: 5950.789062
	Iteration 8F: 3 clusters Score -1.976613e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140947 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -19774116.000000 Penalty: 5950.789062
	Iteration 9F: 3 clusters Score -1.977412e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146439 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -19779276.000000 Penalty: 5950.789062
	Iteration 10Q: 3 clusters Score -1.977928e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150097 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -19782244.000000 Penalty: 5950.789062
	Iteration 11Q: 3 clusters Score -1.978224e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152899 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -19784270.000000 Penalty: 5950.789062
	Iteration 12Q: 3 clusters Score -1.978427e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155072 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -19785676.000000 Penalty: 5950.789062
	Iteration 13Q: 3 clusters Score -1.978568e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156747 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -19786864.000000 Penalty: 5950.789062
	Iteration 14Q: 3 clusters Score -1.978686e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158007 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -19787634.000000 Penalty: 5950.789062
	Iteration 15Q: 3 clusters Score -1.978763e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158916 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -19788236.000000 Penalty: 5950.789062
	Iteration 16Q: 3 clusters Score -1.978824e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159570 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -19788590.000000 Penalty: 5950.789062
	Iteration 17Q: 3 clusters Score -1.978859e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160068 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -19788884.000000 Penalty: 5950.789062
	Iteration 18Q: 3 clusters Score -1.978888e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160467 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -19789136.000000 Penalty: 5950.789062
	Iteration 19Q: 3 clusters Score -1.978914e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160728 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -19789312.000000 Penalty: 5950.789062
	Iteration 20F: 3 clusters Score -1.978931e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160943 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -19789428.000000 Penalty: 5950.789062
	Iteration 21Q: 3 clusters Score -1.978943e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161076 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -19789512.000000 Penalty: 5950.789062
	Iteration 22Q: 3 clusters Score -1.978951e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161165 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -19789582.000000 Penalty: 5950.789062
	Iteration 23Q: 3 clusters Score -1.978958e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161231 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -19789630.000000 Penalty: 5950.789062
	Iteration 24Q: 3 clusters Score -1.978963e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161287 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -19789656.000000 Penalty: 5950.789062
	Iteration 25Q: 3 clusters Score -1.978966e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161328 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -19789642.000000 Penalty: 5950.789062
	Iteration 26Q: 3 clusters Score -1.978964e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161354 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -19789670.000000 Penalty: 5950.789062
	Iteration 27Q: 3 clusters Score -1.978967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161373 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -19789678.000000 Penalty: 5950.789062
	Iteration 28Q: 3 clusters Score -1.978968e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161390 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -19789682.000000 Penalty: 5950.789062
	Iteration 29Q: 3 clusters Score -1.978968e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161403 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -19789700.000000 Penalty: 5950.789062
	Iteration 30Q: 3 clusters Score -1.97897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161409 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -19789714.000000 Penalty: 5950.789062
	Iteration 31Q: 3 clusters Score -1.978971e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161416 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -19789722.000000 Penalty: 5950.789062
	Iteration 32Q: 3 clusters Score -1.978972e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161431 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -19789720.000000 Penalty: 5950.789062
	Iteration 33Q: 3 clusters Score -1.978972e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161443 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -19789720.000000 Penalty: 5950.789062
	Iteration 34Q: 3 clusters Score -1.978972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161451 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -19789712.000000 Penalty: 5950.789062
	Iteration 35Q: 3 clusters Score -1.978971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161463 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -19789732.000000 Penalty: 5950.789062
	Iteration 36Q: 3 clusters Score -1.978973e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161467 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -19789748.000000 Penalty: 5950.789062
	Iteration 37Q: 3 clusters Score -1.978975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161479 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -19789758.000000 Penalty: 5950.789062
	Iteration 38Q: 3 clusters Score -1.978976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161488 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -19789766.000000 Penalty: 5950.789062
	Iteration 39Q: 3 clusters Score -1.978977e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161491 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -19789778.000000 Penalty: 5950.789062
	Iteration 40F: 3 clusters Score -1.978978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161498 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -19789776.000000 Penalty: 5950.789062
	Iteration 41Q: 3 clusters Score -1.978978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161501 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -19789776.000000 Penalty: 5950.789062
	Iteration 42Q: 3 clusters Score -1.978978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161509 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -19789772.000000 Penalty: 5950.789062
	Iteration 43Q: 3 clusters Score -1.978977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161512 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -19789790.000000 Penalty: 5950.789062
	Iteration 44Q: 3 clusters Score -1.978979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161519 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -19789810.000000 Penalty: 5950.789062
	Iteration 45Q: 3 clusters Score -1.978981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161528 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -19789810.000000 Penalty: 5950.789062
	Iteration 46Q: 3 clusters Score -1.978981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161536 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -19789824.000000 Penalty: 5950.789062
	Iteration 47Q: 3 clusters Score -1.978982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161550 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19789844.000000 Penalty: 5950.789062
	Iteration 48Q: 3 clusters Score -1.978984e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161560 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -19789890.000000 Penalty: 5950.789062
	Iteration 49Q: 3 clusters Score -1.978989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161563 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -19789878.000000 Penalty: 5950.789062
	Iteration 50Q: 3 clusters Score -1.978988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161568 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -19789886.000000 Penalty: 5950.789062
	Iteration 51Q: 3 clusters Score -1.978989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161569 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -19789880.000000 Penalty: 5950.789062
	Iteration 52Q: 3 clusters Score -1.978988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161573 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -19789892.000000 Penalty: 5950.789062
	Iteration 53Q: 3 clusters Score -1.978989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161575 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -19789884.000000 Penalty: 5950.789062
	Iteration 54Q: 3 clusters Score -1.978988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161576 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -19789888.000000 Penalty: 5950.789062
	Iteration 55Q: 3 clusters Score -1.978989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161575 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -19789906.000000 Penalty: 5950.789062
	Iteration 56Q: 3 clusters Score -1.978991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161574 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -19789910.000000 Penalty: 5950.789062
	Iteration 57Q: 3 clusters Score -1.978991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161572 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -19789906.000000 Penalty: 5950.789062
	Iteration 58Q: 3 clusters Score -1.978991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161573 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -19789912.000000 Penalty: 5950.789062
	Iteration 59Q: 3 clusters Score -1.978991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161575 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -19789914.000000 Penalty: 5950.789062
	Iteration 60F: 3 clusters Score -1.978991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161579 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -19789904.000000 Penalty: 5950.789062
	Iteration 61Q: 3 clusters Score -1.97899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161587 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -19789912.000000 Penalty: 5950.789062
	Iteration 62Q: 3 clusters Score -1.978991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161589 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -19789918.000000 Penalty: 5950.789062
	Iteration 63Q: 3 clusters Score -1.978992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161588 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -19789898.000000 Penalty: 5950.789062
	Iteration 64Q: 3 clusters Score -1.97899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161590 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -19789890.000000 Penalty: 5950.789062
	Iteration 65Q: 3 clusters Score -1.978989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161588 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -19789890.000000 Penalty: 5950.789062
	Iteration 66Q: 3 clusters Score -1.978989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161585 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -19789916.000000 Penalty: 5950.789062
	Iteration 67Q: 3 clusters Score -1.978992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161583 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -19789904.000000 Penalty: 5950.789062
	Iteration 68Q: 3 clusters Score -1.97899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161584 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -19789916.000000 Penalty: 5950.789062
	Iteration 69Q: 3 clusters Score -1.978992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161584 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -19789918.000000 Penalty: 5950.789062
	Iteration 70Q: 3 clusters Score -1.978992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161581 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -19789930.000000 Penalty: 5950.789062
	Iteration 71Q: 3 clusters Score -1.978993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161580 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -19789934.000000 Penalty: 5950.789062
	Iteration 72Q: 3 clusters Score -1.978993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161579 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -19789930.000000 Penalty: 5950.789062
	Iteration 73Q: 3 clusters Score -1.978993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161579 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -19789930.000000 Penalty: 5950.789062
	Iteration 74F: 3 clusters Score -1.978993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (232370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232370 members 
Entering Unmasked Estep 
Score: -28161790.000000 Penalty: 3064.309326
	Iteration 0F: 2 clusters Score -2.816179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116108 members 
Mstep: Class 2 contains 116262 members 
Entering Unmasked Estep 
Score: -28010644.000000 Penalty: 6128.618652
	Iteration 0F: 3 clusters Score -2.801064e+07 nChanged 111957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114095 members 
Mstep: Class 2 contains 118275 members 
Entering Unmasked Estep 
Score: -28076014.000000 Penalty: 6128.618652
	Iteration 1F: 3 clusters Score -2.807601e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112775 members 
Mstep: Class 2 contains 119595 members 
Entering Unmasked Estep 
Score: -28076840.000000 Penalty: 6128.618652
	Iteration 2Q: 3 clusters Score -2.807684e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110643 members 
Mstep: Class 2 contains 121727 members 
Entering Unmasked Estep 
Score: -28078032.000000 Penalty: 6128.618652
	Iteration 3Q: 3 clusters Score -2.807803e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107262 members 
Mstep: Class 2 contains 125108 members 
Entering Unmasked Estep 
Score: -28079430.000000 Penalty: 6128.618652
	Iteration 4Q: 3 clusters Score -2.807943e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101978 members 
Mstep: Class 2 contains 130392 members 
Entering Unmasked Estep 
Score: -28081616.000000 Penalty: 6128.618652
	Iteration 5Q: 3 clusters Score -2.808162e+07 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94107 members 
Mstep: Class 2 contains 138263 members 
Entering Unmasked Estep 
Score: -28085538.000000 Penalty: 6128.618652
	Iteration 6Q: 3 clusters Score -2.808554e+07 nChanged 12454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82863 members 
Mstep: Class 2 contains 149507 members 
Entering Unmasked Estep 
Score: -28092142.000000 Penalty: 6128.618652
	Iteration 7F: 3 clusters Score -2.809214e+07 nChanged 15852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68027 members 
Mstep: Class 2 contains 164343 members 
Entering Unmasked Estep 
Score: -28103074.000000 Penalty: 6128.618652
	Iteration 8F: 3 clusters Score -2.810307e+07 nChanged 17811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 181364 members 
Entering Unmasked Estep 
Score: -28117562.000000 Penalty: 6128.618652
	Iteration 9F: 3 clusters Score -2.811756e+07 nChanged 16323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 197113 members 
Entering Unmasked Estep 
Score: -28132244.000000 Penalty: 6128.618652
	Iteration 10F: 3 clusters Score -2.813224e+07 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 208489 members 
Entering Unmasked Estep 
Score: -28142694.000000 Penalty: 6128.618652
	Iteration 11F: 3 clusters Score -2.814269e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 215541 members 
Entering Unmasked Estep 
Score: -28149042.000000 Penalty: 6128.618652
	Iteration 12Q: 3 clusters Score -2.814904e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 219676 members 
Entering Unmasked Estep 
Score: -28153114.000000 Penalty: 6128.618652
	Iteration 13Q: 3 clusters Score -2.815311e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 222188 members 
Entering Unmasked Estep 
Score: -28155604.000000 Penalty: 6128.618652
	Iteration 14Q: 3 clusters Score -2.81556e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 223837 members 
Entering Unmasked Estep 
Score: -28156938.000000 Penalty: 6128.618652
	Iteration 15Q: 3 clusters Score -2.815694e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 224882 members 
Entering Unmasked Estep 
Score: -28157778.000000 Penalty: 6128.618652
	Iteration 16Q: 3 clusters Score -2.815778e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 225651 members 
Entering Unmasked Estep 
Score: -28158320.000000 Penalty: 6128.618652
	Iteration 17Q: 3 clusters Score -2.815832e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 226253 members 
Entering Unmasked Estep 
Score: -28158716.000000 Penalty: 6128.618652
	Iteration 18Q: 3 clusters Score -2.815872e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 226766 members 
Entering Unmasked Estep 
Score: -28158918.000000 Penalty: 6128.618652
	Iteration 19Q: 3 clusters Score -2.815892e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 227166 members 
Entering Unmasked Estep 
Score: -28159064.000000 Penalty: 6128.618652
	Iteration 20F: 3 clusters Score -2.815906e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 227490 members 
Entering Unmasked Estep 
Score: -28159194.000000 Penalty: 6128.618652
	Iteration 21Q: 3 clusters Score -2.815919e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 227795 members 
Entering Unmasked Estep 
Score: -28159262.000000 Penalty: 6128.618652
	Iteration 22Q: 3 clusters Score -2.815926e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 228059 members 
Entering Unmasked Estep 
Score: -28159302.000000 Penalty: 6128.618652
	Iteration 23Q: 3 clusters Score -2.81593e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 228273 members 
Entering Unmasked Estep 
Score: -28159384.000000 Penalty: 6128.618652
	Iteration 24Q: 3 clusters Score -2.815938e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 228470 members 
Entering Unmasked Estep 
Score: -28159432.000000 Penalty: 6128.618652
	Iteration 25Q: 3 clusters Score -2.815943e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228646 members 
Entering Unmasked Estep 
Score: -28159528.000000 Penalty: 6128.618652
	Iteration 26Q: 3 clusters Score -2.815953e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 228795 members 
Entering Unmasked Estep 
Score: -28159498.000000 Penalty: 6128.618652
	Iteration 27Q: 3 clusters Score -2.81595e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 228938 members 
Entering Unmasked Estep 
Score: -28159536.000000 Penalty: 6128.618652
	Iteration 28Q: 3 clusters Score -2.815954e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 229053 members 
Entering Unmasked Estep 
Score: -28159596.000000 Penalty: 6128.618652
	Iteration 29Q: 3 clusters Score -2.81596e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 229167 members 
Entering Unmasked Estep 
Score: -28159632.000000 Penalty: 6128.618652
	Iteration 30Q: 3 clusters Score -2.815963e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 229274 members 
Entering Unmasked Estep 
Score: -28159642.000000 Penalty: 6128.618652
	Iteration 31Q: 3 clusters Score -2.815964e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 229367 members 
Entering Unmasked Estep 
Score: -28159628.000000 Penalty: 6128.618652
	Iteration 32Q: 3 clusters Score -2.815963e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 229442 members 
Entering Unmasked Estep 
Score: -28159646.000000 Penalty: 6128.618652
	Iteration 33Q: 3 clusters Score -2.815965e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 229507 members 
Entering Unmasked Estep 
Score: -28159660.000000 Penalty: 6128.618652
	Iteration 34Q: 3 clusters Score -2.815966e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 229580 members 
Entering Unmasked Estep 
Score: -28159676.000000 Penalty: 6128.618652
	Iteration 35Q: 3 clusters Score -2.815968e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 229653 members 
Entering Unmasked Estep 
Score: -28159638.000000 Penalty: 6128.618652
	Iteration 36Q: 3 clusters Score -2.815964e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 229738 members 
Entering Unmasked Estep 
Score: -28159638.000000 Penalty: 6128.618652
	Iteration 37Q: 3 clusters Score -2.815964e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 229798 members 
Entering Unmasked Estep 
Score: -28159612.000000 Penalty: 6128.618652
	Iteration 38Q: 3 clusters Score -2.815961e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 229863 members 
Entering Unmasked Estep 
Score: -28159670.000000 Penalty: 6128.618652
	Iteration 39Q: 3 clusters Score -2.815967e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 229919 members 
Entering Unmasked Estep 
Score: -28159672.000000 Penalty: 6128.618652
	Iteration 40F: 3 clusters Score -2.815967e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 229978 members 
Entering Unmasked Estep 
Score: -28159726.000000 Penalty: 6128.618652
	Iteration 41Q: 3 clusters Score -2.815973e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 230026 members 
Entering Unmasked Estep 
Score: -28159666.000000 Penalty: 6128.618652
	Iteration 42Q: 3 clusters Score -2.815967e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 230070 members 
Entering Unmasked Estep 
Score: -28159730.000000 Penalty: 6128.618652
	Iteration 43Q: 3 clusters Score -2.815973e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 230110 members 
Entering Unmasked Estep 
Score: -28159726.000000 Penalty: 6128.618652
	Iteration 44Q: 3 clusters Score -2.815973e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 230153 members 
Entering Unmasked Estep 
Score: -28159704.000000 Penalty: 6128.618652
	Iteration 45Q: 3 clusters Score -2.81597e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 230185 members 
Entering Unmasked Estep 
Score: -28159684.000000 Penalty: 6128.618652
	Iteration 46Q: 3 clusters Score -2.815968e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 230217 members 
Entering Unmasked Estep 
Score: -28159686.000000 Penalty: 6128.618652
	Iteration 47Q: 3 clusters Score -2.815969e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 230257 members 
Entering Unmasked Estep 
Score: -28159680.000000 Penalty: 6128.618652
	Iteration 48Q: 3 clusters Score -2.815968e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 230286 members 
Entering Unmasked Estep 
Score: -28159662.000000 Penalty: 6128.618652
	Iteration 49Q: 3 clusters Score -2.815966e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 230307 members 
Entering Unmasked Estep 
Score: -28159638.000000 Penalty: 6128.618652
	Iteration 50Q: 3 clusters Score -2.815964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 230325 members 
Entering Unmasked Estep 
Score: -28159636.000000 Penalty: 6128.618652
	Iteration 51Q: 3 clusters Score -2.815964e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 230349 members 
Entering Unmasked Estep 
Score: -28159620.000000 Penalty: 6128.618652
	Iteration 52Q: 3 clusters Score -2.815962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 230370 members 
Entering Unmasked Estep 
Score: -28159630.000000 Penalty: 6128.618652
	Iteration 53Q: 3 clusters Score -2.815963e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 230391 members 
Entering Unmasked Estep 
Score: -28159634.000000 Penalty: 6128.618652
	Iteration 54Q: 3 clusters Score -2.815963e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 230406 members 
Entering Unmasked Estep 
Score: -28159642.000000 Penalty: 6128.618652
	Iteration 55Q: 3 clusters Score -2.815964e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 230415 members 
Entering Unmasked Estep 
Score: -28159632.000000 Penalty: 6128.618652
	Iteration 56Q: 3 clusters Score -2.815963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 230425 members 
Entering Unmasked Estep 
Score: -28159630.000000 Penalty: 6128.618652
	Iteration 57Q: 3 clusters Score -2.815963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 230435 members 
Entering Unmasked Estep 
Score: -28159610.000000 Penalty: 6128.618652
	Iteration 58Q: 3 clusters Score -2.815961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 230444 members 
Entering Unmasked Estep 
Score: -28159624.000000 Penalty: 6128.618652
	Iteration 59Q: 3 clusters Score -2.815962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 230453 members 
Entering Unmasked Estep 
Score: -28159622.000000 Penalty: 6128.618652
	Iteration 60F: 3 clusters Score -2.815962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 230461 members 
Entering Unmasked Estep 
Score: -28159626.000000 Penalty: 6128.618652
	Iteration 61Q: 3 clusters Score -2.815963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 230468 members 
Entering Unmasked Estep 
Score: -28159634.000000 Penalty: 6128.618652
	Iteration 62Q: 3 clusters Score -2.815963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 230479 members 
Entering Unmasked Estep 
Score: -28159628.000000 Penalty: 6128.618652
	Iteration 63Q: 3 clusters Score -2.815963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 230488 members 
Entering Unmasked Estep 
Score: -28159624.000000 Penalty: 6128.618652
	Iteration 64Q: 3 clusters Score -2.815962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 230495 members 
Entering Unmasked Estep 
Score: -28159626.000000 Penalty: 6128.618652
	Iteration 65Q: 3 clusters Score -2.815963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 230500 members 
Entering Unmasked Estep 
Score: -28159624.000000 Penalty: 6128.618652
	Iteration 66Q: 3 clusters Score -2.815962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 230502 members 
Entering Unmasked Estep 
Score: -28159612.000000 Penalty: 6128.618652
	Iteration 67Q: 3 clusters Score -2.815961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 230512 members 
Entering Unmasked Estep 
Score: -28159586.000000 Penalty: 6128.618652
	Iteration 68Q: 3 clusters Score -2.815959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 230522 members 
Entering Unmasked Estep 
Score: -28159608.000000 Penalty: 6128.618652
	Iteration 69Q: 3 clusters Score -2.815961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 230529 members 
Entering Unmasked Estep 
Score: -28159640.000000 Penalty: 6128.618652
	Iteration 70Q: 3 clusters Score -2.815964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 230532 members 
Entering Unmasked Estep 
Score: -28159630.000000 Penalty: 6128.618652
	Iteration 71Q: 3 clusters Score -2.815963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 230538 members 
Entering Unmasked Estep 
Score: -28159644.000000 Penalty: 6128.618652
	Iteration 72Q: 3 clusters Score -2.815964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 230544 members 
Entering Unmasked Estep 
Score: -28159650.000000 Penalty: 6128.618652
	Iteration 73Q: 3 clusters Score -2.815965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 230549 members 
Entering Unmasked Estep 
Score: -28159632.000000 Penalty: 6128.618652
	Iteration 74Q: 3 clusters Score -2.815963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 230552 members 
Entering Unmasked Estep 
Score: -28159638.000000 Penalty: 6128.618652
	Iteration 75Q: 3 clusters Score -2.815964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 230557 members 
Entering Unmasked Estep 
Score: -28159634.000000 Penalty: 6128.618652
	Iteration 76Q: 3 clusters Score -2.815963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 230558 members 
Entering Unmasked Estep 
Score: -28159646.000000 Penalty: 6128.618652
	Iteration 77Q: 3 clusters Score -2.815965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 230559 members 
Entering Unmasked Estep 
Score: -28159658.000000 Penalty: 6128.618652
	Iteration 78Q: 3 clusters Score -2.815966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 230561 members 
Entering Unmasked Estep 
Score: -28159658.000000 Penalty: 6128.618652
	Iteration 79Q: 3 clusters Score -2.815966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 230563 members 
Entering Unmasked Estep 
Score: -28159662.000000 Penalty: 6128.618652
	Iteration 80F: 3 clusters Score -2.815966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 230563 members 
Entering Unmasked Estep 
Score: -28159676.000000 Penalty: 6128.618652
	Iteration 81Q: 3 clusters Score -2.815968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 230566 members 
Entering Unmasked Estep 
Score: -28159680.000000 Penalty: 6128.618652
	Iteration 82Q: 3 clusters Score -2.815968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 230570 members 
Entering Unmasked Estep 
Score: -28159676.000000 Penalty: 6128.618652
	Iteration 83Q: 3 clusters Score -2.815968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 230577 members 
Entering Unmasked Estep 
Score: -28159672.000000 Penalty: 6128.618652
	Iteration 84Q: 3 clusters Score -2.815967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 230582 members 
Entering Unmasked Estep 
Score: -28159656.000000 Penalty: 6128.618652
	Iteration 85Q: 3 clusters Score -2.815966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 230583 members 
Entering Unmasked Estep 
Score: -28159650.000000 Penalty: 6128.618652
	Iteration 86Q: 3 clusters Score -2.815965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 230585 members 
Entering Unmasked Estep 
Score: -28159668.000000 Penalty: 6128.618652
	Iteration 87Q: 3 clusters Score -2.815967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 230587 members 
Entering Unmasked Estep 
Score: -28159672.000000 Penalty: 6128.618652
	Iteration 88Q: 3 clusters Score -2.815967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 230589 members 
Entering Unmasked Estep 
Score: -28159668.000000 Penalty: 6128.618652
	Iteration 89Q: 3 clusters Score -2.815967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 230589 members 
Entering Unmasked Estep 
Score: -28159674.000000 Penalty: 6128.618652
	Iteration 90Q: 3 clusters Score -2.815967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 230591 members 
Entering Unmasked Estep 
Score: -28159662.000000 Penalty: 6128.618652
	Iteration 91Q: 3 clusters Score -2.815966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 230594 members 
Entering Unmasked Estep 
Score: -28159666.000000 Penalty: 6128.618652
	Iteration 92Q: 3 clusters Score -2.815967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 230599 members 
Entering Unmasked Estep 
Score: -28159680.000000 Penalty: 6128.618652
	Iteration 93Q: 3 clusters Score -2.815968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 230603 members 
Entering Unmasked Estep 
Score: -28159698.000000 Penalty: 6128.618652
	Iteration 94Q: 3 clusters Score -2.81597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 230611 members 
Entering Unmasked Estep 
Score: -28159672.000000 Penalty: 6128.618652
	Iteration 95Q: 3 clusters Score -2.815967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 230621 members 
Entering Unmasked Estep 
Score: -28159684.000000 Penalty: 6128.618652
	Iteration 96Q: 3 clusters Score -2.815968e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 230634 members 
Entering Unmasked Estep 
Score: -28159676.000000 Penalty: 6128.618652
	Iteration 97Q: 3 clusters Score -2.815968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 230648 members 
Entering Unmasked Estep 
Score: -28159690.000000 Penalty: 6128.618652
	Iteration 98Q: 3 clusters Score -2.815969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 230662 members 
Entering Unmasked Estep 
Score: -28159680.000000 Penalty: 6128.618652
	Iteration 99Q: 3 clusters Score -2.815968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 230672 members 
Entering Unmasked Estep 
Score: -28159676.000000 Penalty: 6128.618652
	Iteration 100F: 3 clusters Score -2.815968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 230680 members 
Entering Unmasked Estep 
Score: -28159660.000000 Penalty: 6128.618652
	Iteration 101Q: 3 clusters Score -2.815966e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 230688 members 
Entering Unmasked Estep 
Score: -28159666.000000 Penalty: 6128.618652
	Iteration 102Q: 3 clusters Score -2.815967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 230695 members 
Entering Unmasked Estep 
Score: -28159660.000000 Penalty: 6128.618652
	Iteration 103Q: 3 clusters Score -2.815966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 230695 members 
Entering Unmasked Estep 
Score: -28159656.000000 Penalty: 6128.618652
	Iteration 104Q: 3 clusters Score -2.815966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 230695 members 
Entering Unmasked Estep 
Score: -28159648.000000 Penalty: 6128.618652
	Iteration 105Q: 3 clusters Score -2.815965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 230695 members 
Entering Unmasked Estep 
Score: -28159638.000000 Penalty: 6128.618652
	Iteration 106Q: 3 clusters Score -2.815964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 230698 members 
Entering Unmasked Estep 
Score: -28159654.000000 Penalty: 6128.618652
	Iteration 107Q: 3 clusters Score -2.815965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 230701 members 
Entering Unmasked Estep 
Score: -28159638.000000 Penalty: 6128.618652
	Iteration 108Q: 3 clusters Score -2.815964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 230703 members 
Entering Unmasked Estep 
Score: -28159642.000000 Penalty: 6128.618652
	Iteration 109Q: 3 clusters Score -2.815964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 230705 members 
Entering Unmasked Estep 
Score: -28159648.000000 Penalty: 6128.618652
	Iteration 110Q: 3 clusters Score -2.815965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 230705 members 
Entering Unmasked Estep 
Score: -28159642.000000 Penalty: 6128.618652
	Iteration 111Q: 3 clusters Score -2.815964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 230707 members 
Entering Unmasked Estep 
Score: -28159636.000000 Penalty: 6128.618652
	Iteration 112Q: 3 clusters Score -2.815964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 230706 members 
Entering Unmasked Estep 
Score: -28159648.000000 Penalty: 6128.618652
	Iteration 113Q: 3 clusters Score -2.815965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 230707 members 
Entering Unmasked Estep 
Score: -28159646.000000 Penalty: 6128.618652
	Iteration 114Q: 3 clusters Score -2.815965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 230708 members 
Entering Unmasked Estep 
Score: -28159644.000000 Penalty: 6128.618652
	Iteration 115Q: 3 clusters Score -2.815964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 230708 members 
Entering Unmasked Estep 
Score: -28159644.000000 Penalty: 6128.618652
	Iteration 116F: 3 clusters Score -2.815964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Entering Unmasked Estep 
Score: -105829.554688 Penalty: 1722.611450
	Iteration 0F: 2 clusters Score -105829.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -103862.281250 Penalty: 3445.222900
	Iteration 0F: 3 clusters Score -103862.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -104170.539062 Penalty: 3445.222900
	Iteration 1F: 3 clusters Score -104170.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -104270.085938 Penalty: 3445.222900
	Iteration 2F: 3 clusters Score -104270.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -104332.640625 Penalty: 3445.222900
	Iteration 3Q: 3 clusters Score -104332.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -104373.218750 Penalty: 3445.222900
	Iteration 4Q: 3 clusters Score -104373.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -104407.382812 Penalty: 3445.222900
	Iteration 5Q: 3 clusters Score -104407.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -104435.242188 Penalty: 3445.222900
	Iteration 6Q: 3 clusters Score -104435.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -104454.171875 Penalty: 3445.222900
	Iteration 7Q: 3 clusters Score -104454.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -104470.242188 Penalty: 3445.222900
	Iteration 8Q: 3 clusters Score -104470.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -104507.078125 Penalty: 3445.222900
	Iteration 9Q: 3 clusters Score -104507.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -104550.132812 Penalty: 3445.222900
	Iteration 10Q: 3 clusters Score -104550.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -104576.007812 Penalty: 3445.222900
	Iteration 11Q: 3 clusters Score -104576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -104591.531250 Penalty: 3445.222900
	Iteration 12Q: 3 clusters Score -104591.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -104599.343750 Penalty: 3445.222900
	Iteration 13Q: 3 clusters Score -104599.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -104603.562500 Penalty: 3445.222900
	Iteration 14Q: 3 clusters Score -104603.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -104614.882812 Penalty: 3445.222900
	Iteration 15Q: 3 clusters Score -104614.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -104622.156250 Penalty: 3445.222900
	Iteration 16Q: 3 clusters Score -104622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -104623.773438 Penalty: 3445.222900
	Iteration 17Q: 3 clusters Score -104623.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -104624.367188 Penalty: 3445.222900
	Iteration 18Q: 3 clusters Score -104624.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -104624.726562 Penalty: 3445.222900
	Iteration 19Q: 3 clusters Score -104624.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -104625.125000 Penalty: 3445.222900
	Iteration 20F: 3 clusters Score -104625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -104627.203125 Penalty: 3445.222900
	Iteration 21Q: 3 clusters Score -104627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -104629.031250 Penalty: 3445.222900
	Iteration 22Q: 3 clusters Score -104629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -104634.476562 Penalty: 3445.222900
	Iteration 23Q: 3 clusters Score -104634.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -104639.257812 Penalty: 3445.222900
	Iteration 24Q: 3 clusters Score -104639.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -104647.250000 Penalty: 3445.222900
	Iteration 25Q: 3 clusters Score -104647.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -104652.945312 Penalty: 3445.222900
	Iteration 26Q: 3 clusters Score -104652.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -104654.625000 Penalty: 3445.222900
	Iteration 27Q: 3 clusters Score -104654.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -104654.625000 Penalty: 3445.222900
	Iteration 28F: 3 clusters Score -104654.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Entering Unmasked Estep 
Score: -513785.312500 Penalty: 2087.014893
	Iteration 0F: 2 clusters Score -513785.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -509517.656250 Penalty: 4174.029785
	Iteration 0F: 3 clusters Score -509517.7 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -510474.937500 Penalty: 4174.029785
	Iteration 1F: 3 clusters Score -510474.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -510669.062500 Penalty: 4174.029785
	Iteration 2F: 3 clusters Score -510669.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -510822.843750 Penalty: 4174.029785
	Iteration 3F: 3 clusters Score -510822.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -510922.093750 Penalty: 4174.029785
	Iteration 4Q: 3 clusters Score -510922.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -510997.937500 Penalty: 4174.029785
	Iteration 5Q: 3 clusters Score -510997.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -511051.656250 Penalty: 4174.029785
	Iteration 6Q: 3 clusters Score -511051.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -511108.437500 Penalty: 4174.029785
	Iteration 7Q: 3 clusters Score -511108.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -511152.000000 Penalty: 4174.029785
	Iteration 8Q: 3 clusters Score -511152 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -511194.593750 Penalty: 4174.029785
	Iteration 9Q: 3 clusters Score -511194.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -511231.406250 Penalty: 4174.029785
	Iteration 10Q: 3 clusters Score -511231.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -511263.343750 Penalty: 4174.029785
	Iteration 11Q: 3 clusters Score -511263.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -511296.812500 Penalty: 4174.029785
	Iteration 12Q: 3 clusters Score -511296.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -511323.406250 Penalty: 4174.029785
	Iteration 13Q: 3 clusters Score -511323.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -511354.062500 Penalty: 4174.029785
	Iteration 14Q: 3 clusters Score -511354.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -511390.187500 Penalty: 4174.029785
	Iteration 15Q: 3 clusters Score -511390.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -511421.687500 Penalty: 4174.029785
	Iteration 16Q: 3 clusters Score -511421.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -511448.437500 Penalty: 4174.029785
	Iteration 17Q: 3 clusters Score -511448.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -511466.125000 Penalty: 4174.029785
	Iteration 18Q: 3 clusters Score -511466.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -511486.281250 Penalty: 4174.029785
	Iteration 19Q: 3 clusters Score -511486.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -511504.812500 Penalty: 4174.029785
	Iteration 20F: 3 clusters Score -511504.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -511519.937500 Penalty: 4174.029785
	Iteration 21Q: 3 clusters Score -511519.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -511529.281250 Penalty: 4174.029785
	Iteration 22Q: 3 clusters Score -511529.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -511538.718750 Penalty: 4174.029785
	Iteration 23Q: 3 clusters Score -511538.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -511553.875000 Penalty: 4174.029785
	Iteration 24Q: 3 clusters Score -511553.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -511569.281250 Penalty: 4174.029785
	Iteration 25Q: 3 clusters Score -511569.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -511577.375000 Penalty: 4174.029785
	Iteration 26Q: 3 clusters Score -511577.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -511585.093750 Penalty: 4174.029785
	Iteration 27Q: 3 clusters Score -511585.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -511591.562500 Penalty: 4174.029785
	Iteration 28Q: 3 clusters Score -511591.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -511600.468750 Penalty: 4174.029785
	Iteration 29Q: 3 clusters Score -511600.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -511608.093750 Penalty: 4174.029785
	Iteration 30Q: 3 clusters Score -511608.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -511614.156250 Penalty: 4174.029785
	Iteration 31Q: 3 clusters Score -511614.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -511621.250000 Penalty: 4174.029785
	Iteration 32Q: 3 clusters Score -511621.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -511626.593750 Penalty: 4174.029785
	Iteration 33Q: 3 clusters Score -511626.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -511632.531250 Penalty: 4174.029785
	Iteration 34Q: 3 clusters Score -511632.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -511635.500000 Penalty: 4174.029785
	Iteration 35Q: 3 clusters Score -511635.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -511638.781250 Penalty: 4174.029785
	Iteration 36Q: 3 clusters Score -511638.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -511644.562500 Penalty: 4174.029785
	Iteration 37Q: 3 clusters Score -511644.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -511647.437500 Penalty: 4174.029785
	Iteration 38Q: 3 clusters Score -511647.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -511650.656250 Penalty: 4174.029785
	Iteration 39Q: 3 clusters Score -511650.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -511654.375000 Penalty: 4174.029785
	Iteration 40F: 3 clusters Score -511654.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -511657.437500 Penalty: 4174.029785
	Iteration 41Q: 3 clusters Score -511657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -511657.968750 Penalty: 4174.029785
	Iteration 42Q: 3 clusters Score -511658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -511661.812500 Penalty: 4174.029785
	Iteration 43Q: 3 clusters Score -511661.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -511666.281250 Penalty: 4174.029785
	Iteration 44Q: 3 clusters Score -511666.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -511673.250000 Penalty: 4174.029785
	Iteration 45Q: 3 clusters Score -511673.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -511677.125000 Penalty: 4174.029785
	Iteration 46Q: 3 clusters Score -511677.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -511679.812500 Penalty: 4174.029785
	Iteration 47Q: 3 clusters Score -511679.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -511683.781250 Penalty: 4174.029785
	Iteration 48Q: 3 clusters Score -511683.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -511687.468750 Penalty: 4174.029785
	Iteration 49Q: 3 clusters Score -511687.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -511691.906250 Penalty: 4174.029785
	Iteration 50Q: 3 clusters Score -511691.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -511697.156250 Penalty: 4174.029785
	Iteration 51Q: 3 clusters Score -511697.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -511702.687500 Penalty: 4174.029785
	Iteration 52Q: 3 clusters Score -511702.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -511709.906250 Penalty: 4174.029785
	Iteration 53Q: 3 clusters Score -511709.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -511718.500000 Penalty: 4174.029785
	Iteration 54Q: 3 clusters Score -511718.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -511724.781250 Penalty: 4174.029785
	Iteration 55Q: 3 clusters Score -511724.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -511730.343750 Penalty: 4174.029785
	Iteration 56Q: 3 clusters Score -511730.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -511733.656250 Penalty: 4174.029785
	Iteration 57Q: 3 clusters Score -511733.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -511737.906250 Penalty: 4174.029785
	Iteration 58Q: 3 clusters Score -511737.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -511740.843750 Penalty: 4174.029785
	Iteration 59Q: 3 clusters Score -511740.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -511744.343750 Penalty: 4174.029785
	Iteration 60F: 3 clusters Score -511744.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -511747.500000 Penalty: 4174.029785
	Iteration 61Q: 3 clusters Score -511747.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -511751.468750 Penalty: 4174.029785
	Iteration 62Q: 3 clusters Score -511751.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -511753.812500 Penalty: 4174.029785
	Iteration 63Q: 3 clusters Score -511753.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -511755.687500 Penalty: 4174.029785
	Iteration 64Q: 3 clusters Score -511755.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -511759.312500 Penalty: 4174.029785
	Iteration 65Q: 3 clusters Score -511759.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -511760.812500 Penalty: 4174.029785
	Iteration 66Q: 3 clusters Score -511760.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -511760.937500 Penalty: 4174.029785
	Iteration 67Q: 3 clusters Score -511760.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -511760.937500 Penalty: 4174.029785
	Iteration 68F: 3 clusters Score -511760.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Entering Unmasked Estep 
Score: -289682.531250 Penalty: 1956.771606
	Iteration 0F: 2 clusters Score -289682.5 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 1367 members 
Entering Unmasked Estep 
Score: -286600.125000 Penalty: 3913.543213
	Iteration 0F: 3 clusters Score -286600.1 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -287146.187500 Penalty: 3913.543213
	Iteration 1F: 3 clusters Score -287146.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -287307.562500 Penalty: 3913.543213
	Iteration 2F: 3 clusters Score -287307.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -287405.062500 Penalty: 3913.543213
	Iteration 3Q: 3 clusters Score -287405.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -287485.500000 Penalty: 3913.543213
	Iteration 4Q: 3 clusters Score -287485.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -287558.968750 Penalty: 3913.543213
	Iteration 5Q: 3 clusters Score -287559 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -287616.968750 Penalty: 3913.543213
	Iteration 6Q: 3 clusters Score -287617 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -287686.093750 Penalty: 3913.543213
	Iteration 7Q: 3 clusters Score -287686.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -287750.968750 Penalty: 3913.543213
	Iteration 8Q: 3 clusters Score -287751 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -287814.687500 Penalty: 3913.543213
	Iteration 9Q: 3 clusters Score -287814.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -287913.687500 Penalty: 3913.543213
	Iteration 10Q: 3 clusters Score -287913.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -288001.312500 Penalty: 3913.543213
	Iteration 11Q: 3 clusters Score -288001.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -288109.031250 Penalty: 3913.543213
	Iteration 12Q: 3 clusters Score -288109 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -288225.093750 Penalty: 3913.543213
	Iteration 13Q: 3 clusters Score -288225.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -288330.812500 Penalty: 3913.543213
	Iteration 14Q: 3 clusters Score -288330.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -288410.406250 Penalty: 3913.543213
	Iteration 15Q: 3 clusters Score -288410.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -288474.937500 Penalty: 3913.543213
	Iteration 16Q: 3 clusters Score -288474.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -288509.875000 Penalty: 3913.543213
	Iteration 17Q: 3 clusters Score -288509.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -288535.093750 Penalty: 3913.543213
	Iteration 18Q: 3 clusters Score -288535.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -288548.687500 Penalty: 3913.543213
	Iteration 19Q: 3 clusters Score -288548.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -288559.812500 Penalty: 3913.543213
	Iteration 20F: 3 clusters Score -288559.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -288569.187500 Penalty: 3913.543213
	Iteration 21Q: 3 clusters Score -288569.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -288573.406250 Penalty: 3913.543213
	Iteration 22Q: 3 clusters Score -288573.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -288576.656250 Penalty: 3913.543213
	Iteration 23Q: 3 clusters Score -288576.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -288578.656250 Penalty: 3913.543213
	Iteration 24Q: 3 clusters Score -288578.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -288581.156250 Penalty: 3913.543213
	Iteration 25Q: 3 clusters Score -288581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -288582.437500 Penalty: 3913.543213
	Iteration 26Q: 3 clusters Score -288582.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -288583.187500 Penalty: 3913.543213
	Iteration 27Q: 3 clusters Score -288583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -288584.000000 Penalty: 3913.543213
	Iteration 28Q: 3 clusters Score -288584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -288584.781250 Penalty: 3913.543213
	Iteration 29Q: 3 clusters Score -288584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -288585.906250 Penalty: 3913.543213
	Iteration 30Q: 3 clusters Score -288585.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -288586.718750 Penalty: 3913.543213
	Iteration 31Q: 3 clusters Score -288586.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -288588.406250 Penalty: 3913.543213
	Iteration 32Q: 3 clusters Score -288588.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -288588.406250 Penalty: 3913.543213
	Iteration 33F: 3 clusters Score -288588.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (56459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56459 members 
Entering Unmasked Estep 
Score: -6934789.500000 Penalty: 2713.434814
	Iteration 0F: 2 clusters Score -6934790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -6896786.000000 Penalty: 5426.869629
	Iteration 0F: 3 clusters Score -6896786 nChanged 26124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -6911226.000000 Penalty: 5426.869629
	Iteration 1F: 3 clusters Score -6911226 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -6911698.500000 Penalty: 5426.869629
	Iteration 2Q: 3 clusters Score -6911698 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -6912150.000000 Penalty: 5426.869629
	Iteration 3Q: 3 clusters Score -6912150 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -6912585.000000 Penalty: 5426.869629
	Iteration 4Q: 3 clusters Score -6912585 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -6912905.000000 Penalty: 5426.869629
	Iteration 5Q: 3 clusters Score -6912905 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -6913319.500000 Penalty: 5426.869629
	Iteration 6Q: 3 clusters Score -6913320 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -6913937.500000 Penalty: 5426.869629
	Iteration 7Q: 3 clusters Score -6913938 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -6914743.000000 Penalty: 5426.869629
	Iteration 8Q: 3 clusters Score -6914743 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -6915870.000000 Penalty: 5426.869629
	Iteration 9Q: 3 clusters Score -6915870 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -6917335.500000 Penalty: 5426.869629
	Iteration 10Q: 3 clusters Score -6917336 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -6919087.500000 Penalty: 5426.869629
	Iteration 11Q: 3 clusters Score -6919088 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -6921145.000000 Penalty: 5426.869629
	Iteration 12Q: 3 clusters Score -6921145 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -6923114.000000 Penalty: 5426.869629
	Iteration 13F: 3 clusters Score -6923114 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -6924894.500000 Penalty: 5426.869629
	Iteration 14Q: 3 clusters Score -6924894 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -6926247.500000 Penalty: 5426.869629
	Iteration 15Q: 3 clusters Score -6926248 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -6927296.000000 Penalty: 5426.869629
	Iteration 16Q: 3 clusters Score -6927296 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -6927982.000000 Penalty: 5426.869629
	Iteration 17Q: 3 clusters Score -6927982 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -6928352.500000 Penalty: 5426.869629
	Iteration 18Q: 3 clusters Score -6928352 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -6928584.500000 Penalty: 5426.869629
	Iteration 19Q: 3 clusters Score -6928584 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -6928764.000000 Penalty: 5426.869629
	Iteration 20F: 3 clusters Score -6928764 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -6928882.500000 Penalty: 5426.869629
	Iteration 21Q: 3 clusters Score -6928882 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -6929016.000000 Penalty: 5426.869629
	Iteration 22Q: 3 clusters Score -6929016 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -6929089.500000 Penalty: 5426.869629
	Iteration 23Q: 3 clusters Score -6929090 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -6929180.500000 Penalty: 5426.869629
	Iteration 24Q: 3 clusters Score -6929180 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -6929254.000000 Penalty: 5426.869629
	Iteration 25Q: 3 clusters Score -6929254 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -6929334.000000 Penalty: 5426.869629
	Iteration 26Q: 3 clusters Score -6929334 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -6929420.500000 Penalty: 5426.869629
	Iteration 27Q: 3 clusters Score -6929420 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -6929484.500000 Penalty: 5426.869629
	Iteration 28Q: 3 clusters Score -6929484 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -6929532.000000 Penalty: 5426.869629
	Iteration 29Q: 3 clusters Score -6929532 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -6929593.000000 Penalty: 5426.869629
	Iteration 30Q: 3 clusters Score -6929593 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -6929677.500000 Penalty: 5426.869629
	Iteration 31Q: 3 clusters Score -6929678 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -6929749.000000 Penalty: 5426.869629
	Iteration 32Q: 3 clusters Score -6929749 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -6929821.000000 Penalty: 5426.869629
	Iteration 33Q: 3 clusters Score -6929821 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -6929931.500000 Penalty: 5426.869629
	Iteration 34Q: 3 clusters Score -6929932 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -6930013.000000 Penalty: 5426.869629
	Iteration 35Q: 3 clusters Score -6930013 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -6930066.000000 Penalty: 5426.869629
	Iteration 36Q: 3 clusters Score -6930066 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -6930150.000000 Penalty: 5426.869629
	Iteration 37Q: 3 clusters Score -6930150 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -6930264.500000 Penalty: 5426.869629
	Iteration 38Q: 3 clusters Score -6930264 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -6930331.000000 Penalty: 5426.869629
	Iteration 39Q: 3 clusters Score -6930331 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -6930424.000000 Penalty: 5426.869629
	Iteration 40F: 3 clusters Score -6930424 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -6930496.500000 Penalty: 5426.869629
	Iteration 41Q: 3 clusters Score -6930496 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -6930561.000000 Penalty: 5426.869629
	Iteration 42Q: 3 clusters Score -6930561 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -6930654.500000 Penalty: 5426.869629
	Iteration 43Q: 3 clusters Score -6930654 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -6930735.500000 Penalty: 5426.869629
	Iteration 44Q: 3 clusters Score -6930736 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -6930818.500000 Penalty: 5426.869629
	Iteration 45Q: 3 clusters Score -6930818 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -6930886.000000 Penalty: 5426.869629
	Iteration 46Q: 3 clusters Score -6930886 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -6930942.500000 Penalty: 5426.869629
	Iteration 47Q: 3 clusters Score -6930942 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -6931055.500000 Penalty: 5426.869629
	Iteration 48Q: 3 clusters Score -6931056 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -6931140.000000 Penalty: 5426.869629
	Iteration 49Q: 3 clusters Score -6931140 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -6931202.000000 Penalty: 5426.869629
	Iteration 50Q: 3 clusters Score -6931202 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -6931282.500000 Penalty: 5426.869629
	Iteration 51Q: 3 clusters Score -6931282 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -6931367.500000 Penalty: 5426.869629
	Iteration 52Q: 3 clusters Score -6931368 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -6931488.500000 Penalty: 5426.869629
	Iteration 53Q: 3 clusters Score -6931488 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -6931580.000000 Penalty: 5426.869629
	Iteration 54Q: 3 clusters Score -6931580 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -6931680.500000 Penalty: 5426.869629
	Iteration 55Q: 3 clusters Score -6931680 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -6931747.500000 Penalty: 5426.869629
	Iteration 56Q: 3 clusters Score -6931748 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -6931845.500000 Penalty: 5426.869629
	Iteration 57Q: 3 clusters Score -6931846 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -6931918.500000 Penalty: 5426.869629
	Iteration 58Q: 3 clusters Score -6931918 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -6932015.500000 Penalty: 5426.869629
	Iteration 59Q: 3 clusters Score -6932016 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -6932070.000000 Penalty: 5426.869629
	Iteration 60F: 3 clusters Score -6932070 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6932141.000000 Penalty: 5426.869629
	Iteration 61Q: 3 clusters Score -6932141 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -6932200.500000 Penalty: 5426.869629
	Iteration 62Q: 3 clusters Score -6932200 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6932243.500000 Penalty: 5426.869629
	Iteration 63Q: 3 clusters Score -6932244 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6932268.000000 Penalty: 5426.869629
	Iteration 64Q: 3 clusters Score -6932268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6932285.000000 Penalty: 5426.869629
	Iteration 65Q: 3 clusters Score -6932285 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6932301.000000 Penalty: 5426.869629
	Iteration 66Q: 3 clusters Score -6932301 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54937 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6932313.500000 Penalty: 5426.869629
	Iteration 67Q: 3 clusters Score -6932314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6932350.000000 Penalty: 5426.869629
	Iteration 68Q: 3 clusters Score -6932350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6932366.000000 Penalty: 5426.869629
	Iteration 69Q: 3 clusters Score -6932366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6932368.500000 Penalty: 5426.869629
	Iteration 70Q: 3 clusters Score -6932368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6932384.500000 Penalty: 5426.869629
	Iteration 71Q: 3 clusters Score -6932384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6932396.000000 Penalty: 5426.869629
	Iteration 72Q: 3 clusters Score -6932396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6932419.500000 Penalty: 5426.869629
	Iteration 73Q: 3 clusters Score -6932420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6932423.500000 Penalty: 5426.869629
	Iteration 74Q: 3 clusters Score -6932424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6932432.500000 Penalty: 5426.869629
	Iteration 75Q: 3 clusters Score -6932432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6932445.000000 Penalty: 5426.869629
	Iteration 76Q: 3 clusters Score -6932445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6932453.000000 Penalty: 5426.869629
	Iteration 77Q: 3 clusters Score -6932453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6932448.000000 Penalty: 5426.869629
	Iteration 78Q: 3 clusters Score -6932448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6932452.000000 Penalty: 5426.869629
	Iteration 79Q: 3 clusters Score -6932452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6932445.000000 Penalty: 5426.869629
	Iteration 80F: 3 clusters Score -6932445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6932458.500000 Penalty: 5426.869629
	Iteration 81Q: 3 clusters Score -6932458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6932460.500000 Penalty: 5426.869629
	Iteration 82Q: 3 clusters Score -6932460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6932463.500000 Penalty: 5426.869629
	Iteration 83Q: 3 clusters Score -6932464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6932469.500000 Penalty: 5426.869629
	Iteration 84Q: 3 clusters Score -6932470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6932481.000000 Penalty: 5426.869629
	Iteration 85Q: 3 clusters Score -6932481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6932493.000000 Penalty: 5426.869629
	Iteration 86Q: 3 clusters Score -6932493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6932505.000000 Penalty: 5426.869629
	Iteration 87Q: 3 clusters Score -6932505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6932499.000000 Penalty: 5426.869629
	Iteration 88Q: 3 clusters Score -6932499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6932510.500000 Penalty: 5426.869629
	Iteration 89Q: 3 clusters Score -6932510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6932528.000000 Penalty: 5426.869629
	Iteration 90Q: 3 clusters Score -6932528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6932536.500000 Penalty: 5426.869629
	Iteration 91Q: 3 clusters Score -6932536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55399 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6932539.000000 Penalty: 5426.869629
	Iteration 92Q: 3 clusters Score -6932539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6932544.000000 Penalty: 5426.869629
	Iteration 93Q: 3 clusters Score -6932544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6932547.000000 Penalty: 5426.869629
	Iteration 94Q: 3 clusters Score -6932547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6932545.500000 Penalty: 5426.869629
	Iteration 95Q: 3 clusters Score -6932546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6932544.500000 Penalty: 5426.869629
	Iteration 96Q: 3 clusters Score -6932544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6932548.500000 Penalty: 5426.869629
	Iteration 97Q: 3 clusters Score -6932548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6932546.500000 Penalty: 5426.869629
	Iteration 98Q: 3 clusters Score -6932546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6932546.500000 Penalty: 5426.869629
	Iteration 99Q: 3 clusters Score -6932546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6932557.000000 Penalty: 5426.869629
	Iteration 100F: 3 clusters Score -6932557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55445 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6932551.000000 Penalty: 5426.869629
	Iteration 101Q: 3 clusters Score -6932551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6932549.500000 Penalty: 5426.869629
	Iteration 102Q: 3 clusters Score -6932550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6932551.000000 Penalty: 5426.869629
	Iteration 103Q: 3 clusters Score -6932551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6932552.000000 Penalty: 5426.869629
	Iteration 104Q: 3 clusters Score -6932552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6932548.000000 Penalty: 5426.869629
	Iteration 105Q: 3 clusters Score -6932548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6932550.500000 Penalty: 5426.869629
	Iteration 106Q: 3 clusters Score -6932550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6932554.000000 Penalty: 5426.869629
	Iteration 107Q: 3 clusters Score -6932554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6932555.000000 Penalty: 5426.869629
	Iteration 108Q: 3 clusters Score -6932555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6932559.500000 Penalty: 5426.869629
	Iteration 109Q: 3 clusters Score -6932560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55466 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6932562.000000 Penalty: 5426.869629
	Iteration 110Q: 3 clusters Score -6932562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6932562.000000 Penalty: 5426.869629
	Iteration 111Q: 3 clusters Score -6932562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6932562.000000 Penalty: 5426.869629
	Iteration 112F: 3 clusters Score -6932562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26979.568359 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26979.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25763.828125 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25763.83 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25946.091797 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -25946.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26008.841797 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -26008.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26040.113281 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -26040.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26066.898438 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -26066.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26073.628906 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -26073.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26089.001953 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -26089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26091.755859 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -26091.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26091.755859 Penalty: 2838.898193
	Iteration 8F: 3 clusters Score -26091.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (203881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203881 members 
Entering Unmasked Estep 
Score: -24744352.000000 Penalty: 3031.872559
	Iteration 0F: 2 clusters Score -2.474435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101996 members 
Mstep: Class 2 contains 101885 members 
Entering Unmasked Estep 
Score: -24611828.000000 Penalty: 6063.745117
	Iteration 0F: 3 clusters Score -2.461183e+07 nChanged 98050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104356 members 
Mstep: Class 2 contains 99525 members 
Entering Unmasked Estep 
Score: -24669194.000000 Penalty: 6063.745117
	Iteration 1F: 3 clusters Score -2.466919e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105831 members 
Mstep: Class 2 contains 98050 members 
Entering Unmasked Estep 
Score: -24670362.000000 Penalty: 6063.745117
	Iteration 2Q: 3 clusters Score -2.467036e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108087 members 
Mstep: Class 2 contains 95794 members 
Entering Unmasked Estep 
Score: -24671972.000000 Penalty: 6063.745117
	Iteration 3Q: 3 clusters Score -2.467197e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111264 members 
Mstep: Class 2 contains 92617 members 
Entering Unmasked Estep 
Score: -24674256.000000 Penalty: 6063.745117
	Iteration 4Q: 3 clusters Score -2.467426e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115748 members 
Mstep: Class 2 contains 88133 members 
Entering Unmasked Estep 
Score: -24677656.000000 Penalty: 6063.745117
	Iteration 5Q: 3 clusters Score -2.467766e+07 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121964 members 
Mstep: Class 2 contains 81917 members 
Entering Unmasked Estep 
Score: -24683192.000000 Penalty: 6063.745117
	Iteration 6F: 3 clusters Score -2.468319e+07 nChanged 12676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129946 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -24691854.000000 Penalty: 6063.745117
	Iteration 7F: 3 clusters Score -2.469185e+07 nChanged 14137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138833 members 
Mstep: Class 2 contains 65048 members 
Entering Unmasked Estep 
Score: -24703636.000000 Penalty: 6063.745117
	Iteration 8F: 3 clusters Score -2.470364e+07 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147010 members 
Mstep: Class 2 contains 56871 members 
Entering Unmasked Estep 
Score: -24715790.000000 Penalty: 6063.745117
	Iteration 9F: 3 clusters Score -2.471579e+07 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152849 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -24724528.000000 Penalty: 6063.745117
	Iteration 10F: 3 clusters Score -2.472453e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156817 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -24729122.000000 Penalty: 6063.745117
	Iteration 11Q: 3 clusters Score -2.472912e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160106 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -24731060.000000 Penalty: 6063.745117
	Iteration 12Q: 3 clusters Score -2.473106e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163199 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -24732656.000000 Penalty: 6063.745117
	Iteration 13Q: 3 clusters Score -2.473266e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166111 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -24734066.000000 Penalty: 6063.745117
	Iteration 14Q: 3 clusters Score -2.473407e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168750 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -24735362.000000 Penalty: 6063.745117
	Iteration 15Q: 3 clusters Score -2.473536e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171150 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -24736628.000000 Penalty: 6063.745117
	Iteration 16Q: 3 clusters Score -2.473663e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173317 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -24737638.000000 Penalty: 6063.745117
	Iteration 17Q: 3 clusters Score -2.473764e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175232 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -24738540.000000 Penalty: 6063.745117
	Iteration 18Q: 3 clusters Score -2.473854e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176854 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -24739164.000000 Penalty: 6063.745117
	Iteration 19Q: 3 clusters Score -2.473916e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178225 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -24739534.000000 Penalty: 6063.745117
	Iteration 20F: 3 clusters Score -2.473953e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179415 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -24739822.000000 Penalty: 6063.745117
	Iteration 21Q: 3 clusters Score -2.473982e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180452 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -24739966.000000 Penalty: 6063.745117
	Iteration 22Q: 3 clusters Score -2.473997e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181376 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -24740116.000000 Penalty: 6063.745117
	Iteration 23Q: 3 clusters Score -2.474012e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182274 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -24740242.000000 Penalty: 6063.745117
	Iteration 24Q: 3 clusters Score -2.474024e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183154 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -24740414.000000 Penalty: 6063.745117
	Iteration 25Q: 3 clusters Score -2.474041e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184016 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -24740510.000000 Penalty: 6063.745117
	Iteration 26Q: 3 clusters Score -2.474051e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184794 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -24740682.000000 Penalty: 6063.745117
	Iteration 27Q: 3 clusters Score -2.474068e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185521 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -24740762.000000 Penalty: 6063.745117
	Iteration 28Q: 3 clusters Score -2.474076e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186175 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -24740836.000000 Penalty: 6063.745117
	Iteration 29Q: 3 clusters Score -2.474084e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186757 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -24740878.000000 Penalty: 6063.745117
	Iteration 30Q: 3 clusters Score -2.474088e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187293 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -24740940.000000 Penalty: 6063.745117
	Iteration 31Q: 3 clusters Score -2.474094e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187839 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -24740964.000000 Penalty: 6063.745117
	Iteration 32Q: 3 clusters Score -2.474096e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188363 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -24740998.000000 Penalty: 6063.745117
	Iteration 33Q: 3 clusters Score -2.4741e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188891 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -24741126.000000 Penalty: 6063.745117
	Iteration 34Q: 3 clusters Score -2.474113e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189403 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -24741202.000000 Penalty: 6063.745117
	Iteration 35Q: 3 clusters Score -2.47412e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189857 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -24741248.000000 Penalty: 6063.745117
	Iteration 36Q: 3 clusters Score -2.474125e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190285 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -24741260.000000 Penalty: 6063.745117
	Iteration 37Q: 3 clusters Score -2.474126e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190689 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -24741310.000000 Penalty: 6063.745117
	Iteration 38Q: 3 clusters Score -2.474131e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191072 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -24741314.000000 Penalty: 6063.745117
	Iteration 39Q: 3 clusters Score -2.474131e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191435 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -24741360.000000 Penalty: 6063.745117
	Iteration 40F: 3 clusters Score -2.474136e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191785 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -24741462.000000 Penalty: 6063.745117
	Iteration 41Q: 3 clusters Score -2.474146e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192132 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -24741422.000000 Penalty: 6063.745117
	Iteration 42Q: 3 clusters Score -2.474142e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192439 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -24741514.000000 Penalty: 6063.745117
	Iteration 43Q: 3 clusters Score -2.474151e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192757 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -24741586.000000 Penalty: 6063.745117
	Iteration 44Q: 3 clusters Score -2.474159e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193036 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -24741580.000000 Penalty: 6063.745117
	Iteration 45Q: 3 clusters Score -2.474158e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193290 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -24741650.000000 Penalty: 6063.745117
	Iteration 46Q: 3 clusters Score -2.474165e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193568 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -24741616.000000 Penalty: 6063.745117
	Iteration 47Q: 3 clusters Score -2.474162e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193835 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -24741678.000000 Penalty: 6063.745117
	Iteration 48Q: 3 clusters Score -2.474168e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194116 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -24741702.000000 Penalty: 6063.745117
	Iteration 49Q: 3 clusters Score -2.47417e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194395 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -24741674.000000 Penalty: 6063.745117
	Iteration 50Q: 3 clusters Score -2.474167e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194656 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -24741698.000000 Penalty: 6063.745117
	Iteration 51Q: 3 clusters Score -2.47417e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194925 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -24741720.000000 Penalty: 6063.745117
	Iteration 52Q: 3 clusters Score -2.474172e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195213 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -24741796.000000 Penalty: 6063.745117
	Iteration 53Q: 3 clusters Score -2.47418e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195475 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -24741804.000000 Penalty: 6063.745117
	Iteration 54Q: 3 clusters Score -2.47418e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195707 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -24741850.000000 Penalty: 6063.745117
	Iteration 55Q: 3 clusters Score -2.474185e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195916 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -24741792.000000 Penalty: 6063.745117
	Iteration 56Q: 3 clusters Score -2.474179e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196142 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -24741758.000000 Penalty: 6063.745117
	Iteration 57Q: 3 clusters Score -2.474176e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196360 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -24741776.000000 Penalty: 6063.745117
	Iteration 58Q: 3 clusters Score -2.474178e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196616 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -24741754.000000 Penalty: 6063.745117
	Iteration 59Q: 3 clusters Score -2.474175e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196833 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -24741782.000000 Penalty: 6063.745117
	Iteration 60F: 3 clusters Score -2.474178e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197052 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -24741752.000000 Penalty: 6063.745117
	Iteration 61Q: 3 clusters Score -2.474175e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197229 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -24741742.000000 Penalty: 6063.745117
	Iteration 62Q: 3 clusters Score -2.474174e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197416 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -24741766.000000 Penalty: 6063.745117
	Iteration 63Q: 3 clusters Score -2.474177e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197566 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -24741782.000000 Penalty: 6063.745117
	Iteration 64Q: 3 clusters Score -2.474178e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197709 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -24741792.000000 Penalty: 6063.745117
	Iteration 65Q: 3 clusters Score -2.474179e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197845 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -24741804.000000 Penalty: 6063.745117
	Iteration 66Q: 3 clusters Score -2.47418e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197970 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -24741778.000000 Penalty: 6063.745117
	Iteration 67Q: 3 clusters Score -2.474178e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198096 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -24741850.000000 Penalty: 6063.745117
	Iteration 68Q: 3 clusters Score -2.474185e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198215 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -24741878.000000 Penalty: 6063.745117
	Iteration 69Q: 3 clusters Score -2.474188e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198339 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -24741908.000000 Penalty: 6063.745117
	Iteration 70Q: 3 clusters Score -2.474191e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198459 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -24741912.000000 Penalty: 6063.745117
	Iteration 71Q: 3 clusters Score -2.474191e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198585 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -24741948.000000 Penalty: 6063.745117
	Iteration 72Q: 3 clusters Score -2.474195e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198704 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -24741900.000000 Penalty: 6063.745117
	Iteration 73Q: 3 clusters Score -2.47419e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198835 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -24741886.000000 Penalty: 6063.745117
	Iteration 74Q: 3 clusters Score -2.474189e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198965 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -24741910.000000 Penalty: 6063.745117
	Iteration 75Q: 3 clusters Score -2.474191e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199097 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -24741912.000000 Penalty: 6063.745117
	Iteration 76Q: 3 clusters Score -2.474191e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199204 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -24741952.000000 Penalty: 6063.745117
	Iteration 77Q: 3 clusters Score -2.474195e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199319 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -24741972.000000 Penalty: 6063.745117
	Iteration 78Q: 3 clusters Score -2.474197e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199436 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -24741954.000000 Penalty: 6063.745117
	Iteration 79Q: 3 clusters Score -2.474195e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199564 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -24741992.000000 Penalty: 6063.745117
	Iteration 80F: 3 clusters Score -2.474199e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199695 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -24741982.000000 Penalty: 6063.745117
	Iteration 81Q: 3 clusters Score -2.474198e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199815 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -24741968.000000 Penalty: 6063.745117
	Iteration 82Q: 3 clusters Score -2.474197e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199925 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -24741942.000000 Penalty: 6063.745117
	Iteration 83Q: 3 clusters Score -2.474194e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200040 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -24741954.000000 Penalty: 6063.745117
	Iteration 84Q: 3 clusters Score -2.474195e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200159 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -24741996.000000 Penalty: 6063.745117
	Iteration 85Q: 3 clusters Score -2.4742e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200253 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -24742008.000000 Penalty: 6063.745117
	Iteration 86Q: 3 clusters Score -2.474201e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200350 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -24742010.000000 Penalty: 6063.745117
	Iteration 87Q: 3 clusters Score -2.474201e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200432 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -24742014.000000 Penalty: 6063.745117
	Iteration 88Q: 3 clusters Score -2.474201e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200500 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -24742040.000000 Penalty: 6063.745117
	Iteration 89Q: 3 clusters Score -2.474204e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200560 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -24742074.000000 Penalty: 6063.745117
	Iteration 90Q: 3 clusters Score -2.474207e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200626 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -24742088.000000 Penalty: 6063.745117
	Iteration 91Q: 3 clusters Score -2.474209e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200688 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -24742118.000000 Penalty: 6063.745117
	Iteration 92Q: 3 clusters Score -2.474212e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200754 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -24742122.000000 Penalty: 6063.745117
	Iteration 93Q: 3 clusters Score -2.474212e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200828 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -24742122.000000 Penalty: 6063.745117
	Iteration 94Q: 3 clusters Score -2.474212e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200881 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -24742144.000000 Penalty: 6063.745117
	Iteration 95Q: 3 clusters Score -2.474214e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200932 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -24742166.000000 Penalty: 6063.745117
	Iteration 96Q: 3 clusters Score -2.474217e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200986 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -24742170.000000 Penalty: 6063.745117
	Iteration 97Q: 3 clusters Score -2.474217e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201029 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -24742142.000000 Penalty: 6063.745117
	Iteration 98Q: 3 clusters Score -2.474214e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201061 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -24742134.000000 Penalty: 6063.745117
	Iteration 99Q: 3 clusters Score -2.474213e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201093 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -24742156.000000 Penalty: 6063.745117
	Iteration 100F: 3 clusters Score -2.474216e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201125 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -24742170.000000 Penalty: 6063.745117
	Iteration 101Q: 3 clusters Score -2.474217e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201165 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -24742184.000000 Penalty: 6063.745117
	Iteration 102Q: 3 clusters Score -2.474218e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201208 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -24742194.000000 Penalty: 6063.745117
	Iteration 103Q: 3 clusters Score -2.474219e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201248 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -24742188.000000 Penalty: 6063.745117
	Iteration 104Q: 3 clusters Score -2.474219e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201291 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -24742188.000000 Penalty: 6063.745117
	Iteration 105Q: 3 clusters Score -2.474219e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201339 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -24742196.000000 Penalty: 6063.745117
	Iteration 106Q: 3 clusters Score -2.47422e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201381 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -24742176.000000 Penalty: 6063.745117
	Iteration 107Q: 3 clusters Score -2.474218e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201419 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -24742196.000000 Penalty: 6063.745117
	Iteration 108Q: 3 clusters Score -2.47422e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201454 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -24742190.000000 Penalty: 6063.745117
	Iteration 109Q: 3 clusters Score -2.474219e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201483 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -24742190.000000 Penalty: 6063.745117
	Iteration 110Q: 3 clusters Score -2.474219e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201504 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -24742154.000000 Penalty: 6063.745117
	Iteration 111Q: 3 clusters Score -2.474215e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201529 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -24742150.000000 Penalty: 6063.745117
	Iteration 112Q: 3 clusters Score -2.474215e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201547 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -24742162.000000 Penalty: 6063.745117
	Iteration 113Q: 3 clusters Score -2.474216e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201575 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -24742180.000000 Penalty: 6063.745117
	Iteration 114Q: 3 clusters Score -2.474218e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201602 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -24742188.000000 Penalty: 6063.745117
	Iteration 115Q: 3 clusters Score -2.474219e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201619 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -24742186.000000 Penalty: 6063.745117
	Iteration 116Q: 3 clusters Score -2.474219e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201635 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -24742184.000000 Penalty: 6063.745117
	Iteration 117Q: 3 clusters Score -2.474218e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201648 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -24742196.000000 Penalty: 6063.745117
	Iteration 118Q: 3 clusters Score -2.47422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201656 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -24742206.000000 Penalty: 6063.745117
	Iteration 119Q: 3 clusters Score -2.474221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201665 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -24742190.000000 Penalty: 6063.745117
	Iteration 120F: 3 clusters Score -2.474219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201678 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -24742218.000000 Penalty: 6063.745117
	Iteration 121Q: 3 clusters Score -2.474222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201695 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -24742218.000000 Penalty: 6063.745117
	Iteration 122Q: 3 clusters Score -2.474222e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201713 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -24742208.000000 Penalty: 6063.745117
	Iteration 123Q: 3 clusters Score -2.474221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201720 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -24742204.000000 Penalty: 6063.745117
	Iteration 124Q: 3 clusters Score -2.47422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201727 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -24742204.000000 Penalty: 6063.745117
	Iteration 125Q: 3 clusters Score -2.47422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201736 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -24742210.000000 Penalty: 6063.745117
	Iteration 126Q: 3 clusters Score -2.474221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201745 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -24742194.000000 Penalty: 6063.745117
	Iteration 127Q: 3 clusters Score -2.474219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201760 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -24742208.000000 Penalty: 6063.745117
	Iteration 128Q: 3 clusters Score -2.474221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201772 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -24742204.000000 Penalty: 6063.745117
	Iteration 129Q: 3 clusters Score -2.47422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201784 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -24742214.000000 Penalty: 6063.745117
	Iteration 130Q: 3 clusters Score -2.474221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201794 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -24742216.000000 Penalty: 6063.745117
	Iteration 131Q: 3 clusters Score -2.474222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201801 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -24742218.000000 Penalty: 6063.745117
	Iteration 132Q: 3 clusters Score -2.474222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201813 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -24742208.000000 Penalty: 6063.745117
	Iteration 133Q: 3 clusters Score -2.474221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201816 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -24742198.000000 Penalty: 6063.745117
	Iteration 134Q: 3 clusters Score -2.47422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201825 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -24742200.000000 Penalty: 6063.745117
	Iteration 135Q: 3 clusters Score -2.47422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201828 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -24742204.000000 Penalty: 6063.745117
	Iteration 136Q: 3 clusters Score -2.47422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201832 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -24742204.000000 Penalty: 6063.745117
	Iteration 137Q: 3 clusters Score -2.47422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201836 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -24742214.000000 Penalty: 6063.745117
	Iteration 138Q: 3 clusters Score -2.474221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201841 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -24742220.000000 Penalty: 6063.745117
	Iteration 139Q: 3 clusters Score -2.474222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201843 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -24742212.000000 Penalty: 6063.745117
	Iteration 140F: 3 clusters Score -2.474221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201845 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -24742208.000000 Penalty: 6063.745117
	Iteration 141Q: 3 clusters Score -2.474221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201845 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -24742208.000000 Penalty: 6063.745117
	Iteration 142F: 3 clusters Score -2.474221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Entering Unmasked Estep 
Score: -5708967.000000 Penalty: 2674.900879
	Iteration 0F: 2 clusters Score -5708967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -5676527.000000 Penalty: 5349.801758
	Iteration 0F: 3 clusters Score -5676527 nChanged 22173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -5688592.500000 Penalty: 5349.801758
	Iteration 1F: 3 clusters Score -5688592 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -5689002.500000 Penalty: 5349.801758
	Iteration 2Q: 3 clusters Score -5689002 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -5689396.500000 Penalty: 5349.801758
	Iteration 3Q: 3 clusters Score -5689396 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -5689838.500000 Penalty: 5349.801758
	Iteration 4Q: 3 clusters Score -5689838 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -5690389.500000 Penalty: 5349.801758
	Iteration 5Q: 3 clusters Score -5690390 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -5691161.500000 Penalty: 5349.801758
	Iteration 6Q: 3 clusters Score -5691162 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -5692350.000000 Penalty: 5349.801758
	Iteration 7Q: 3 clusters Score -5692350 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -5694267.500000 Penalty: 5349.801758
	Iteration 8F: 3 clusters Score -5694268 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -5697068.500000 Penalty: 5349.801758
	Iteration 9F: 3 clusters Score -5697068 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -5700628.500000 Penalty: 5349.801758
	Iteration 10F: 3 clusters Score -5700628 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -5703592.500000 Penalty: 5349.801758
	Iteration 11F: 3 clusters Score -5703592 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -5705354.500000 Penalty: 5349.801758
	Iteration 12Q: 3 clusters Score -5705354 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -5706054.500000 Penalty: 5349.801758
	Iteration 13Q: 3 clusters Score -5706054 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 47829 members 
Entering Unmasked Estep 
Score: -5706334.500000 Penalty: 5349.801758
	Iteration 14Q: 3 clusters Score -5706334 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -5706459.000000 Penalty: 5349.801758
	Iteration 15Q: 3 clusters Score -5706459 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -5706537.500000 Penalty: 5349.801758
	Iteration 16Q: 3 clusters Score -5706538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -5706579.000000 Penalty: 5349.801758
	Iteration 17Q: 3 clusters Score -5706579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -5706615.500000 Penalty: 5349.801758
	Iteration 18Q: 3 clusters Score -5706616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -5706637.500000 Penalty: 5349.801758
	Iteration 19Q: 3 clusters Score -5706638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -5706648.000000 Penalty: 5349.801758
	Iteration 20F: 3 clusters Score -5706648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -5706648.500000 Penalty: 5349.801758
	Iteration 21Q: 3 clusters Score -5706648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -5706649.000000 Penalty: 5349.801758
	Iteration 22Q: 3 clusters Score -5706649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -5706661.000000 Penalty: 5349.801758
	Iteration 23Q: 3 clusters Score -5706661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -5706660.000000 Penalty: 5349.801758
	Iteration 24Q: 3 clusters Score -5706660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -5706659.000000 Penalty: 5349.801758
	Iteration 25Q: 3 clusters Score -5706659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -5706659.000000 Penalty: 5349.801758
	Iteration 26F: 3 clusters Score -5706659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -461460.218750 Penalty: 2055.681152
	Iteration 0F: 2 clusters Score -461460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -457542.062500 Penalty: 4111.362305
	Iteration 0F: 3 clusters Score -457542.1 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -458469.125000 Penalty: 4111.362305
	Iteration 1F: 3 clusters Score -458469.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -458685.906250 Penalty: 4111.362305
	Iteration 2F: 3 clusters Score -458685.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -458864.937500 Penalty: 4111.362305
	Iteration 3F: 3 clusters Score -458864.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -458999.250000 Penalty: 4111.362305
	Iteration 4Q: 3 clusters Score -458999.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -459121.843750 Penalty: 4111.362305
	Iteration 5Q: 3 clusters Score -459121.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -459221.343750 Penalty: 4111.362305
	Iteration 6Q: 3 clusters Score -459221.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -459295.437500 Penalty: 4111.362305
	Iteration 7Q: 3 clusters Score -459295.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -459356.031250 Penalty: 4111.362305
	Iteration 8Q: 3 clusters Score -459356 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -459414.875000 Penalty: 4111.362305
	Iteration 9Q: 3 clusters Score -459414.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -459458.718750 Penalty: 4111.362305
	Iteration 10Q: 3 clusters Score -459458.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -459491.312500 Penalty: 4111.362305
	Iteration 11Q: 3 clusters Score -459491.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -459517.187500 Penalty: 4111.362305
	Iteration 12Q: 3 clusters Score -459517.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -459538.656250 Penalty: 4111.362305
	Iteration 13Q: 3 clusters Score -459538.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -459559.093750 Penalty: 4111.362305
	Iteration 14Q: 3 clusters Score -459559.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -459579.125000 Penalty: 4111.362305
	Iteration 15Q: 3 clusters Score -459579.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -459595.875000 Penalty: 4111.362305
	Iteration 16Q: 3 clusters Score -459595.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -459608.156250 Penalty: 4111.362305
	Iteration 17Q: 3 clusters Score -459608.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -459621.375000 Penalty: 4111.362305
	Iteration 18Q: 3 clusters Score -459621.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -459631.968750 Penalty: 4111.362305
	Iteration 19Q: 3 clusters Score -459632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -459641.656250 Penalty: 4111.362305
	Iteration 20F: 3 clusters Score -459641.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -459658.906250 Penalty: 4111.362305
	Iteration 21Q: 3 clusters Score -459658.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -459677.531250 Penalty: 4111.362305
	Iteration 22Q: 3 clusters Score -459677.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -459689.562500 Penalty: 4111.362305
	Iteration 23Q: 3 clusters Score -459689.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -459699.093750 Penalty: 4111.362305
	Iteration 24Q: 3 clusters Score -459699.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -459705.593750 Penalty: 4111.362305
	Iteration 25Q: 3 clusters Score -459705.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -459713.812500 Penalty: 4111.362305
	Iteration 26Q: 3 clusters Score -459713.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -459724.375000 Penalty: 4111.362305
	Iteration 27Q: 3 clusters Score -459724.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -459739.093750 Penalty: 4111.362305
	Iteration 28Q: 3 clusters Score -459739.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -459747.281250 Penalty: 4111.362305
	Iteration 29Q: 3 clusters Score -459747.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -459752.937500 Penalty: 4111.362305
	Iteration 30Q: 3 clusters Score -459752.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -459755.312500 Penalty: 4111.362305
	Iteration 31Q: 3 clusters Score -459755.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -459759.843750 Penalty: 4111.362305
	Iteration 32Q: 3 clusters Score -459759.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -459763.562500 Penalty: 4111.362305
	Iteration 33Q: 3 clusters Score -459763.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -459767.281250 Penalty: 4111.362305
	Iteration 34Q: 3 clusters Score -459767.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -459772.031250 Penalty: 4111.362305
	Iteration 35Q: 3 clusters Score -459772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -459774.875000 Penalty: 4111.362305
	Iteration 36Q: 3 clusters Score -459774.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -459777.031250 Penalty: 4111.362305
	Iteration 37Q: 3 clusters Score -459777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -459779.281250 Penalty: 4111.362305
	Iteration 38Q: 3 clusters Score -459779.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -459781.906250 Penalty: 4111.362305
	Iteration 39Q: 3 clusters Score -459781.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -459782.281250 Penalty: 4111.362305
	Iteration 40F: 3 clusters Score -459782.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -459781.781250 Penalty: 4111.362305
	Iteration 41Q: 3 clusters Score -459781.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -459783.312500 Penalty: 4111.362305
	Iteration 42Q: 3 clusters Score -459783.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -459782.687500 Penalty: 4111.362305
	Iteration 43Q: 3 clusters Score -459782.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -459782.687500 Penalty: 4111.362305
	Iteration 44F: 3 clusters Score -459782.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (135197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135197 members 
Entering Unmasked Estep 
Score: -16516077.000000 Penalty: 2929.993164
	Iteration 0F: 2 clusters Score -1.651608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67496 members 
Mstep: Class 2 contains 67701 members 
Entering Unmasked Estep 
Score: -16425127.000000 Penalty: 5859.986328
	Iteration 0F: 3 clusters Score -1.642513e+07 nChanged 64772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 69867 members 
Entering Unmasked Estep 
Score: -16462696.000000 Penalty: 5859.986328
	Iteration 1F: 3 clusters Score -1.64627e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -16463712.000000 Penalty: 5859.986328
	Iteration 2Q: 3 clusters Score -1.646371e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 73684 members 
Entering Unmasked Estep 
Score: -16465478.000000 Penalty: 5859.986328
	Iteration 3Q: 3 clusters Score -1.646548e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 77406 members 
Entering Unmasked Estep 
Score: -16468627.000000 Penalty: 5859.986328
	Iteration 4Q: 3 clusters Score -1.646863e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 83228 members 
Entering Unmasked Estep 
Score: -16473992.000000 Penalty: 5859.986328
	Iteration 5F: 3 clusters Score -1.647399e+07 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -16482151.000000 Penalty: 5859.986328
	Iteration 6F: 3 clusters Score -1.648215e+07 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 100468 members 
Entering Unmasked Estep 
Score: -16492735.000000 Penalty: 5859.986328
	Iteration 7F: 3 clusters Score -1.649274e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 107966 members 
Entering Unmasked Estep 
Score: -16503271.000000 Penalty: 5859.986328
	Iteration 8F: 3 clusters Score -1.650327e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 111789 members 
Entering Unmasked Estep 
Score: -16508680.000000 Penalty: 5859.986328
	Iteration 9Q: 3 clusters Score -1.650868e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 113758 members 
Entering Unmasked Estep 
Score: -16510246.000000 Penalty: 5859.986328
	Iteration 10Q: 3 clusters Score -1.651025e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 115297 members 
Entering Unmasked Estep 
Score: -16510917.000000 Penalty: 5859.986328
	Iteration 11Q: 3 clusters Score -1.651092e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 116649 members 
Entering Unmasked Estep 
Score: -16511375.000000 Penalty: 5859.986328
	Iteration 12Q: 3 clusters Score -1.651138e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 117880 members 
Entering Unmasked Estep 
Score: -16511709.000000 Penalty: 5859.986328
	Iteration 13Q: 3 clusters Score -1.651171e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 119034 members 
Entering Unmasked Estep 
Score: -16512119.000000 Penalty: 5859.986328
	Iteration 14Q: 3 clusters Score -1.651212e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 120101 members 
Entering Unmasked Estep 
Score: -16512478.000000 Penalty: 5859.986328
	Iteration 15Q: 3 clusters Score -1.651248e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 121069 members 
Entering Unmasked Estep 
Score: -16512695.000000 Penalty: 5859.986328
	Iteration 16Q: 3 clusters Score -1.65127e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 121923 members 
Entering Unmasked Estep 
Score: -16512909.000000 Penalty: 5859.986328
	Iteration 17Q: 3 clusters Score -1.651291e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 122749 members 
Entering Unmasked Estep 
Score: -16513147.000000 Penalty: 5859.986328
	Iteration 18Q: 3 clusters Score -1.651315e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 123513 members 
Entering Unmasked Estep 
Score: -16513314.000000 Penalty: 5859.986328
	Iteration 19Q: 3 clusters Score -1.651331e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 124259 members 
Entering Unmasked Estep 
Score: -16513464.000000 Penalty: 5859.986328
	Iteration 20F: 3 clusters Score -1.651346e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 124905 members 
Entering Unmasked Estep 
Score: -16513715.000000 Penalty: 5859.986328
	Iteration 21Q: 3 clusters Score -1.651372e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 125524 members 
Entering Unmasked Estep 
Score: -16513854.000000 Penalty: 5859.986328
	Iteration 22Q: 3 clusters Score -1.651385e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 126076 members 
Entering Unmasked Estep 
Score: -16513947.000000 Penalty: 5859.986328
	Iteration 23Q: 3 clusters Score -1.651395e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 126556 members 
Entering Unmasked Estep 
Score: -16514061.000000 Penalty: 5859.986328
	Iteration 24Q: 3 clusters Score -1.651406e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 127002 members 
Entering Unmasked Estep 
Score: -16514128.000000 Penalty: 5859.986328
	Iteration 25Q: 3 clusters Score -1.651413e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 127393 members 
Entering Unmasked Estep 
Score: -16514218.000000 Penalty: 5859.986328
	Iteration 26Q: 3 clusters Score -1.651422e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 127755 members 
Entering Unmasked Estep 
Score: -16514343.000000 Penalty: 5859.986328
	Iteration 27Q: 3 clusters Score -1.651434e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 128096 members 
Entering Unmasked Estep 
Score: -16514351.000000 Penalty: 5859.986328
	Iteration 28Q: 3 clusters Score -1.651435e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 128407 members 
Entering Unmasked Estep 
Score: -16514425.000000 Penalty: 5859.986328
	Iteration 29Q: 3 clusters Score -1.651442e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 128724 members 
Entering Unmasked Estep 
Score: -16514523.000000 Penalty: 5859.986328
	Iteration 30Q: 3 clusters Score -1.651452e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 129015 members 
Entering Unmasked Estep 
Score: -16514610.000000 Penalty: 5859.986328
	Iteration 31Q: 3 clusters Score -1.651461e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 129282 members 
Entering Unmasked Estep 
Score: -16514701.000000 Penalty: 5859.986328
	Iteration 32Q: 3 clusters Score -1.65147e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 129535 members 
Entering Unmasked Estep 
Score: -16514749.000000 Penalty: 5859.986328
	Iteration 33Q: 3 clusters Score -1.651475e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 129741 members 
Entering Unmasked Estep 
Score: -16514795.000000 Penalty: 5859.986328
	Iteration 34Q: 3 clusters Score -1.65148e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 129921 members 
Entering Unmasked Estep 
Score: -16514778.000000 Penalty: 5859.986328
	Iteration 35Q: 3 clusters Score -1.651478e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 130075 members 
Entering Unmasked Estep 
Score: -16514832.000000 Penalty: 5859.986328
	Iteration 36Q: 3 clusters Score -1.651483e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 130212 members 
Entering Unmasked Estep 
Score: -16514824.000000 Penalty: 5859.986328
	Iteration 37Q: 3 clusters Score -1.651482e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 130331 members 
Entering Unmasked Estep 
Score: -16514855.000000 Penalty: 5859.986328
	Iteration 38Q: 3 clusters Score -1.651486e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 130445 members 
Entering Unmasked Estep 
Score: -16514870.000000 Penalty: 5859.986328
	Iteration 39Q: 3 clusters Score -1.651487e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 130544 members 
Entering Unmasked Estep 
Score: -16514898.000000 Penalty: 5859.986328
	Iteration 40F: 3 clusters Score -1.65149e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 130632 members 
Entering Unmasked Estep 
Score: -16514926.000000 Penalty: 5859.986328
	Iteration 41Q: 3 clusters Score -1.651493e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 130709 members 
Entering Unmasked Estep 
Score: -16514898.000000 Penalty: 5859.986328
	Iteration 42Q: 3 clusters Score -1.65149e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 130790 members 
Entering Unmasked Estep 
Score: -16514887.000000 Penalty: 5859.986328
	Iteration 43Q: 3 clusters Score -1.651489e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 130863 members 
Entering Unmasked Estep 
Score: -16514903.000000 Penalty: 5859.986328
	Iteration 44Q: 3 clusters Score -1.65149e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 130922 members 
Entering Unmasked Estep 
Score: -16514901.000000 Penalty: 5859.986328
	Iteration 45Q: 3 clusters Score -1.65149e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 130969 members 
Entering Unmasked Estep 
Score: -16514914.000000 Penalty: 5859.986328
	Iteration 46Q: 3 clusters Score -1.651491e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 131017 members 
Entering Unmasked Estep 
Score: -16514913.000000 Penalty: 5859.986328
	Iteration 47Q: 3 clusters Score -1.651491e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 131057 members 
Entering Unmasked Estep 
Score: -16514916.000000 Penalty: 5859.986328
	Iteration 48Q: 3 clusters Score -1.651492e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 131106 members 
Entering Unmasked Estep 
Score: -16514933.000000 Penalty: 5859.986328
	Iteration 49Q: 3 clusters Score -1.651493e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 131149 members 
Entering Unmasked Estep 
Score: -16514960.000000 Penalty: 5859.986328
	Iteration 50Q: 3 clusters Score -1.651496e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 131179 members 
Entering Unmasked Estep 
Score: -16514966.000000 Penalty: 5859.986328
	Iteration 51Q: 3 clusters Score -1.651497e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 131204 members 
Entering Unmasked Estep 
Score: -16514965.000000 Penalty: 5859.986328
	Iteration 52Q: 3 clusters Score -1.651496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 131219 members 
Entering Unmasked Estep 
Score: -16514956.000000 Penalty: 5859.986328
	Iteration 53Q: 3 clusters Score -1.651496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 131234 members 
Entering Unmasked Estep 
Score: -16514963.000000 Penalty: 5859.986328
	Iteration 54Q: 3 clusters Score -1.651496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 131246 members 
Entering Unmasked Estep 
Score: -16514955.000000 Penalty: 5859.986328
	Iteration 55Q: 3 clusters Score -1.651496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 131257 members 
Entering Unmasked Estep 
Score: -16514962.000000 Penalty: 5859.986328
	Iteration 56Q: 3 clusters Score -1.651496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 131263 members 
Entering Unmasked Estep 
Score: -16514962.000000 Penalty: 5859.986328
	Iteration 57Q: 3 clusters Score -1.651496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 131269 members 
Entering Unmasked Estep 
Score: -16514949.000000 Penalty: 5859.986328
	Iteration 58Q: 3 clusters Score -1.651495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 131271 members 
Entering Unmasked Estep 
Score: -16514952.000000 Penalty: 5859.986328
	Iteration 59Q: 3 clusters Score -1.651495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 131273 members 
Entering Unmasked Estep 
Score: -16514948.000000 Penalty: 5859.986328
	Iteration 60F: 3 clusters Score -1.651495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 131276 members 
Entering Unmasked Estep 
Score: -16514951.000000 Penalty: 5859.986328
	Iteration 61Q: 3 clusters Score -1.651495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 131277 members 
Entering Unmasked Estep 
Score: -16514953.000000 Penalty: 5859.986328
	Iteration 62Q: 3 clusters Score -1.651495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 131281 members 
Entering Unmasked Estep 
Score: -16514961.000000 Penalty: 5859.986328
	Iteration 63Q: 3 clusters Score -1.651496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 131284 members 
Entering Unmasked Estep 
Score: -16514977.000000 Penalty: 5859.986328
	Iteration 64Q: 3 clusters Score -1.651498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 131286 members 
Entering Unmasked Estep 
Score: -16514973.000000 Penalty: 5859.986328
	Iteration 65Q: 3 clusters Score -1.651497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 131288 members 
Entering Unmasked Estep 
Score: -16514982.000000 Penalty: 5859.986328
	Iteration 66Q: 3 clusters Score -1.651498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 131289 members 
Entering Unmasked Estep 
Score: -16514980.000000 Penalty: 5859.986328
	Iteration 67Q: 3 clusters Score -1.651498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 131290 members 
Entering Unmasked Estep 
Score: -16514982.000000 Penalty: 5859.986328
	Iteration 68Q: 3 clusters Score -1.651498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 131293 members 
Entering Unmasked Estep 
Score: -16514977.000000 Penalty: 5859.986328
	Iteration 69Q: 3 clusters Score -1.651498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 131294 members 
Entering Unmasked Estep 
Score: -16514979.000000 Penalty: 5859.986328
	Iteration 70Q: 3 clusters Score -1.651498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 131299 members 
Entering Unmasked Estep 
Score: -16514982.000000 Penalty: 5859.986328
	Iteration 71Q: 3 clusters Score -1.651498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 131305 members 
Entering Unmasked Estep 
Score: -16514992.000000 Penalty: 5859.986328
	Iteration 72Q: 3 clusters Score -1.651499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 131310 members 
Entering Unmasked Estep 
Score: -16514987.000000 Penalty: 5859.986328
	Iteration 73Q: 3 clusters Score -1.651499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 131317 members 
Entering Unmasked Estep 
Score: -16514994.000000 Penalty: 5859.986328
	Iteration 74Q: 3 clusters Score -1.651499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 131324 members 
Entering Unmasked Estep 
Score: -16514994.000000 Penalty: 5859.986328
	Iteration 75Q: 3 clusters Score -1.651499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 131329 members 
Entering Unmasked Estep 
Score: -16514983.000000 Penalty: 5859.986328
	Iteration 76Q: 3 clusters Score -1.651498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 131330 members 
Entering Unmasked Estep 
Score: -16514996.000000 Penalty: 5859.986328
	Iteration 77Q: 3 clusters Score -1.6515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 131334 members 
Entering Unmasked Estep 
Score: -16515004.000000 Penalty: 5859.986328
	Iteration 78Q: 3 clusters Score -1.6515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 131339 members 
Entering Unmasked Estep 
Score: -16514993.000000 Penalty: 5859.986328
	Iteration 79Q: 3 clusters Score -1.651499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 131347 members 
Entering Unmasked Estep 
Score: -16515002.000000 Penalty: 5859.986328
	Iteration 80F: 3 clusters Score -1.6515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 131348 members 
Entering Unmasked Estep 
Score: -16515009.000000 Penalty: 5859.986328
	Iteration 81Q: 3 clusters Score -1.651501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 131349 members 
Entering Unmasked Estep 
Score: -16514999.000000 Penalty: 5859.986328
	Iteration 82Q: 3 clusters Score -1.6515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 131351 members 
Entering Unmasked Estep 
Score: -16515005.000000 Penalty: 5859.986328
	Iteration 83Q: 3 clusters Score -1.6515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 131352 members 
Entering Unmasked Estep 
Score: -16515001.000000 Penalty: 5859.986328
	Iteration 84Q: 3 clusters Score -1.6515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 131354 members 
Entering Unmasked Estep 
Score: -16515008.000000 Penalty: 5859.986328
	Iteration 85Q: 3 clusters Score -1.651501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 131356 members 
Entering Unmasked Estep 
Score: -16515007.000000 Penalty: 5859.986328
	Iteration 86Q: 3 clusters Score -1.651501e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 131356 members 
Entering Unmasked Estep 
Score: -16515007.000000 Penalty: 5859.986328
	Iteration 87F: 3 clusters Score -1.651501e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -469664.937500 Penalty: 2065.036133
	Iteration 0F: 2 clusters Score -469664.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -465699.500000 Penalty: 4130.072266
	Iteration 0F: 3 clusters Score -465699.5 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -466555.312500 Penalty: 4130.072266
	Iteration 1F: 3 clusters Score -466555.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -466756.500000 Penalty: 4130.072266
	Iteration 2F: 3 clusters Score -466756.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -466874.656250 Penalty: 4130.072266
	Iteration 3Q: 3 clusters Score -466874.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -466952.718750 Penalty: 4130.072266
	Iteration 4Q: 3 clusters Score -466952.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -467003.500000 Penalty: 4130.072266
	Iteration 5Q: 3 clusters Score -467003.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -467051.718750 Penalty: 4130.072266
	Iteration 6Q: 3 clusters Score -467051.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -467103.125000 Penalty: 4130.072266
	Iteration 7Q: 3 clusters Score -467103.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -467168.406250 Penalty: 4130.072266
	Iteration 8Q: 3 clusters Score -467168.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -467236.218750 Penalty: 4130.072266
	Iteration 9Q: 3 clusters Score -467236.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -467323.218750 Penalty: 4130.072266
	Iteration 10Q: 3 clusters Score -467323.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -467434.531250 Penalty: 4130.072266
	Iteration 11Q: 3 clusters Score -467434.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -467593.281250 Penalty: 4130.072266
	Iteration 12Q: 3 clusters Score -467593.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -467748.906250 Penalty: 4130.072266
	Iteration 13Q: 3 clusters Score -467748.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -467899.812500 Penalty: 4130.072266
	Iteration 14Q: 3 clusters Score -467899.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -468020.000000 Penalty: 4130.072266
	Iteration 15Q: 3 clusters Score -468020 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -468115.843750 Penalty: 4130.072266
	Iteration 16Q: 3 clusters Score -468115.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -468186.375000 Penalty: 4130.072266
	Iteration 17Q: 3 clusters Score -468186.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -468258.093750 Penalty: 4130.072266
	Iteration 18Q: 3 clusters Score -468258.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -468308.531250 Penalty: 4130.072266
	Iteration 19Q: 3 clusters Score -468308.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -468336.968750 Penalty: 4130.072266
	Iteration 20F: 3 clusters Score -468337 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -468361.437500 Penalty: 4130.072266
	Iteration 21Q: 3 clusters Score -468361.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -468378.968750 Penalty: 4130.072266
	Iteration 22Q: 3 clusters Score -468379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -468389.750000 Penalty: 4130.072266
	Iteration 23Q: 3 clusters Score -468389.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -468400.156250 Penalty: 4130.072266
	Iteration 24Q: 3 clusters Score -468400.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -468408.656250 Penalty: 4130.072266
	Iteration 25Q: 3 clusters Score -468408.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -468414.437500 Penalty: 4130.072266
	Iteration 26Q: 3 clusters Score -468414.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -468417.625000 Penalty: 4130.072266
	Iteration 27Q: 3 clusters Score -468417.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -468420.812500 Penalty: 4130.072266
	Iteration 28Q: 3 clusters Score -468420.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -468420.593750 Penalty: 4130.072266
	Iteration 29Q: 3 clusters Score -468420.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -468421.031250 Penalty: 4130.072266
	Iteration 30Q: 3 clusters Score -468421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -468421.031250 Penalty: 4130.072266
	Iteration 31F: 3 clusters Score -468421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -28039.126953 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -28039.13 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 130 members 
Entering Unmasked Estep 
Score: -26833.853516 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -26833.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26940.617188 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -26940.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26953.853516 Penalty: 2801.891357
	Iteration 2Q: 3 clusters Score -26953.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26966.355469 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -26966.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26967.685547 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -26967.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26967.685547 Penalty: 2801.891357
	Iteration 5F: 3 clusters Score -26967.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Entering Unmasked Estep 
Score: -1872317.625000 Penalty: 2386.005859
	Iteration 0F: 2 clusters Score -1872318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1861458.875000 Penalty: 4772.011719
	Iteration 0F: 3 clusters Score -1861459 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1864825.375000 Penalty: 4772.011719
	Iteration 1F: 3 clusters Score -1864825 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1865152.875000 Penalty: 4772.011719
	Iteration 2F: 3 clusters Score -1865153 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1865393.875000 Penalty: 4772.011719
	Iteration 3Q: 3 clusters Score -1865394 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1865586.875000 Penalty: 4772.011719
	Iteration 4Q: 3 clusters Score -1865587 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1865760.500000 Penalty: 4772.011719
	Iteration 5Q: 3 clusters Score -1865760 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1865971.375000 Penalty: 4772.011719
	Iteration 6Q: 3 clusters Score -1865971 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1866203.875000 Penalty: 4772.011719
	Iteration 7Q: 3 clusters Score -1866204 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1866459.625000 Penalty: 4772.011719
	Iteration 8Q: 3 clusters Score -1866460 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1866757.375000 Penalty: 4772.011719
	Iteration 9Q: 3 clusters Score -1866757 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1867091.625000 Penalty: 4772.011719
	Iteration 10Q: 3 clusters Score -1867092 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1867451.625000 Penalty: 4772.011719
	Iteration 11Q: 3 clusters Score -1867452 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1867810.000000 Penalty: 4772.011719
	Iteration 12Q: 3 clusters Score -1867810 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1868172.500000 Penalty: 4772.011719
	Iteration 13Q: 3 clusters Score -1868172 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1868498.750000 Penalty: 4772.011719
	Iteration 14Q: 3 clusters Score -1868499 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1868807.500000 Penalty: 4772.011719
	Iteration 15Q: 3 clusters Score -1868808 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1869059.000000 Penalty: 4772.011719
	Iteration 16Q: 3 clusters Score -1869059 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1869292.125000 Penalty: 4772.011719
	Iteration 17Q: 3 clusters Score -1869292 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1869474.625000 Penalty: 4772.011719
	Iteration 18Q: 3 clusters Score -1869475 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1869597.875000 Penalty: 4772.011719
	Iteration 19Q: 3 clusters Score -1869598 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1869711.250000 Penalty: 4772.011719
	Iteration 20F: 3 clusters Score -1869711 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1869790.625000 Penalty: 4772.011719
	Iteration 21Q: 3 clusters Score -1869791 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1869864.125000 Penalty: 4772.011719
	Iteration 22Q: 3 clusters Score -1869864 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1869934.750000 Penalty: 4772.011719
	Iteration 23Q: 3 clusters Score -1869935 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1869987.125000 Penalty: 4772.011719
	Iteration 24Q: 3 clusters Score -1869987 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1870031.000000 Penalty: 4772.011719
	Iteration 25Q: 3 clusters Score -1870031 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1870067.750000 Penalty: 4772.011719
	Iteration 26Q: 3 clusters Score -1870068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1870099.875000 Penalty: 4772.011719
	Iteration 27Q: 3 clusters Score -1870100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1870124.250000 Penalty: 4772.011719
	Iteration 28Q: 3 clusters Score -1870124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1870135.375000 Penalty: 4772.011719
	Iteration 29Q: 3 clusters Score -1870135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1870152.500000 Penalty: 4772.011719
	Iteration 30Q: 3 clusters Score -1870152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1870159.875000 Penalty: 4772.011719
	Iteration 31Q: 3 clusters Score -1870160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1870171.125000 Penalty: 4772.011719
	Iteration 32Q: 3 clusters Score -1870171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1870180.750000 Penalty: 4772.011719
	Iteration 33Q: 3 clusters Score -1870181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1870191.625000 Penalty: 4772.011719
	Iteration 34Q: 3 clusters Score -1870192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1870204.125000 Penalty: 4772.011719
	Iteration 35Q: 3 clusters Score -1870204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1870209.500000 Penalty: 4772.011719
	Iteration 36Q: 3 clusters Score -1870210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1870212.000000 Penalty: 4772.011719
	Iteration 37Q: 3 clusters Score -1870212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1870215.625000 Penalty: 4772.011719
	Iteration 38Q: 3 clusters Score -1870216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1870218.000000 Penalty: 4772.011719
	Iteration 39Q: 3 clusters Score -1870218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1870222.875000 Penalty: 4772.011719
	Iteration 40F: 3 clusters Score -1870223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1870227.000000 Penalty: 4772.011719
	Iteration 41Q: 3 clusters Score -1870227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1870237.000000 Penalty: 4772.011719
	Iteration 42Q: 3 clusters Score -1870237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1870242.500000 Penalty: 4772.011719
	Iteration 43Q: 3 clusters Score -1870242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1870244.375000 Penalty: 4772.011719
	Iteration 44Q: 3 clusters Score -1870244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1870250.875000 Penalty: 4772.011719
	Iteration 45Q: 3 clusters Score -1870251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1870252.250000 Penalty: 4772.011719
	Iteration 46Q: 3 clusters Score -1870252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1870256.000000 Penalty: 4772.011719
	Iteration 47Q: 3 clusters Score -1870256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1870259.375000 Penalty: 4772.011719
	Iteration 48Q: 3 clusters Score -1870259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1870264.375000 Penalty: 4772.011719
	Iteration 49Q: 3 clusters Score -1870264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1870265.750000 Penalty: 4772.011719
	Iteration 50Q: 3 clusters Score -1870266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1870267.125000 Penalty: 4772.011719
	Iteration 51Q: 3 clusters Score -1870267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1870271.000000 Penalty: 4772.011719
	Iteration 52Q: 3 clusters Score -1870271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1870273.375000 Penalty: 4772.011719
	Iteration 53Q: 3 clusters Score -1870273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1870271.250000 Penalty: 4772.011719
	Iteration 54Q: 3 clusters Score -1870271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1870271.250000 Penalty: 4772.011719
	Iteration 55F: 3 clusters Score -1870271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162358 members 
Mstep: Class 5 contains 232370 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56459 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203881 members 
Mstep: Class 13 contains 48334 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135197 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300568.000000 Penalty: 57676.941406
Iteration 279Q: 18 clusters Score -1.043006e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162355 members 
Mstep: Class 5 contains 232347 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56457 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203901 members 
Mstep: Class 13 contains 48334 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135204 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300592.000000 Penalty: 57676.941406
Iteration 280F: 18 clusters Score -1.043006e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162349 members 
Mstep: Class 5 contains 232334 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56452 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203922 members 
Mstep: Class 13 contains 48332 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135210 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300584.000000 Penalty: 57676.941406
Iteration 281Q: 18 clusters Score -1.043006e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162347 members 
Mstep: Class 5 contains 232315 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56451 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203937 members 
Mstep: Class 13 contains 48331 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135218 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300608.000000 Penalty: 57676.941406
Iteration 282Q: 18 clusters Score -1.043006e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162343 members 
Mstep: Class 5 contains 232300 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56450 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203951 members 
Mstep: Class 13 contains 48331 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135224 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300616.000000 Penalty: 57676.941406
Iteration 283Q: 18 clusters Score -1.043006e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162346 members 
Mstep: Class 5 contains 232286 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56448 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203959 members 
Mstep: Class 13 contains 48331 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135229 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300576.000000 Penalty: 57676.941406
Iteration 284Q: 18 clusters Score -1.043006e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162342 members 
Mstep: Class 5 contains 232274 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56448 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203971 members 
Mstep: Class 13 contains 48329 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135236 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300528.000000 Penalty: 57676.941406
Iteration 285Q: 18 clusters Score -1.043005e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162343 members 
Mstep: Class 5 contains 232268 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56448 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203969 members 
Mstep: Class 13 contains 48329 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135241 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300544.000000 Penalty: 57676.941406
Iteration 286Q: 18 clusters Score -1.043005e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162350 members 
Mstep: Class 5 contains 232255 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56448 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203975 members 
Mstep: Class 13 contains 48329 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135240 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300504.000000 Penalty: 57676.941406
Iteration 287Q: 18 clusters Score -1.043005e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162356 members 
Mstep: Class 5 contains 232235 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56448 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203983 members 
Mstep: Class 13 contains 48331 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135243 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300408.000000 Penalty: 57676.941406
Iteration 288Q: 18 clusters Score -1.043004e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162355 members 
Mstep: Class 5 contains 232221 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56449 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 203992 members 
Mstep: Class 13 contains 48333 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135245 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300448.000000 Penalty: 57676.941406
Iteration 289Q: 18 clusters Score -1.043004e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162357 members 
Mstep: Class 5 contains 232209 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56451 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204002 members 
Mstep: Class 13 contains 48332 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135246 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300464.000000 Penalty: 57676.941406
Iteration 290Q: 18 clusters Score -1.043005e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162358 members 
Mstep: Class 5 contains 232192 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56453 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204014 members 
Mstep: Class 13 contains 48331 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135248 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300544.000000 Penalty: 57676.941406
Iteration 291Q: 18 clusters Score -1.043005e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162357 members 
Mstep: Class 5 contains 232183 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56453 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204022 members 
Mstep: Class 13 contains 48331 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135247 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300536.000000 Penalty: 57676.941406
Iteration 292Q: 18 clusters Score -1.043005e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162359 members 
Mstep: Class 5 contains 232177 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56453 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204025 members 
Mstep: Class 13 contains 48330 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135249 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300584.000000 Penalty: 57676.941406
Iteration 293Q: 18 clusters Score -1.043006e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162357 members 
Mstep: Class 5 contains 232170 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56453 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204032 members 
Mstep: Class 13 contains 48330 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135250 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300528.000000 Penalty: 57676.941406
Iteration 294Q: 18 clusters Score -1.043005e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162359 members 
Mstep: Class 5 contains 232163 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56454 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204037 members 
Mstep: Class 13 contains 48329 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135251 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300528.000000 Penalty: 57676.941406
Iteration 295Q: 18 clusters Score -1.043005e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162359 members 
Mstep: Class 5 contains 232158 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56456 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204042 members 
Mstep: Class 13 contains 48328 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135250 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300536.000000 Penalty: 57676.941406
Iteration 296Q: 18 clusters Score -1.043005e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162359 members 
Mstep: Class 5 contains 232158 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56458 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204044 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135247 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300576.000000 Penalty: 57676.941406
Iteration 297Q: 18 clusters Score -1.043006e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162360 members 
Mstep: Class 5 contains 232151 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56459 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204051 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135245 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300504.000000 Penalty: 57676.941406
Iteration 298Q: 18 clusters Score -1.043005e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162360 members 
Mstep: Class 5 contains 232145 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56460 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204054 members 
Mstep: Class 13 contains 48328 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135246 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300536.000000 Penalty: 57676.941406
Iteration 299Q: 18 clusters Score -1.043005e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162359 members 
Mstep: Class 5 contains 232140 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56460 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204061 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135246 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300536.000000 Penalty: 57676.941406
Iteration 300F: 18 clusters Score -1.043005e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162359 members 
Mstep: Class 5 contains 232133 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56460 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204066 members 
Mstep: Class 13 contains 48326 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135247 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300488.000000 Penalty: 57676.941406
Iteration 301Q: 18 clusters Score -1.043005e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162359 members 
Mstep: Class 5 contains 232129 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56461 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204072 members 
Mstep: Class 13 contains 48324 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135243 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300432.000000 Penalty: 57676.941406
Iteration 302Q: 18 clusters Score -1.043004e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162360 members 
Mstep: Class 5 contains 232124 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56459 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204078 members 
Mstep: Class 13 contains 48324 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135241 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300408.000000 Penalty: 57676.941406
Iteration 303Q: 18 clusters Score -1.043004e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162358 members 
Mstep: Class 5 contains 232117 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56459 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204083 members 
Mstep: Class 13 contains 48325 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135241 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300440.000000 Penalty: 57676.941406
Iteration 304Q: 18 clusters Score -1.043004e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162356 members 
Mstep: Class 5 contains 232110 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56459 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204087 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135242 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300456.000000 Penalty: 57676.941406
Iteration 305Q: 18 clusters Score -1.043005e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162355 members 
Mstep: Class 5 contains 232104 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56458 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204096 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135240 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300440.000000 Penalty: 57676.941406
Iteration 306Q: 18 clusters Score -1.043004e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162350 members 
Mstep: Class 5 contains 232100 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56458 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204105 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135241 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300448.000000 Penalty: 57676.941406
Iteration 307Q: 18 clusters Score -1.043004e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162347 members 
Mstep: Class 5 contains 232091 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56459 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204113 members 
Mstep: Class 13 contains 48328 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135243 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300416.000000 Penalty: 57676.941406
Iteration 308Q: 18 clusters Score -1.043004e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162348 members 
Mstep: Class 5 contains 232083 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56461 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204115 members 
Mstep: Class 13 contains 48328 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135245 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300456.000000 Penalty: 57676.941406
Iteration 309Q: 18 clusters Score -1.043005e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162349 members 
Mstep: Class 5 contains 232079 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56460 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204119 members 
Mstep: Class 13 contains 48328 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135245 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300432.000000 Penalty: 57676.941406
Iteration 310Q: 18 clusters Score -1.043004e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162348 members 
Mstep: Class 5 contains 232076 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56458 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204123 members 
Mstep: Class 13 contains 48328 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135247 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300464.000000 Penalty: 57676.941406
Iteration 311Q: 18 clusters Score -1.043005e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162347 members 
Mstep: Class 5 contains 232075 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56459 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204127 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135245 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300480.000000 Penalty: 57676.941406
Iteration 312Q: 18 clusters Score -1.043005e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162345 members 
Mstep: Class 5 contains 232075 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56458 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204131 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135244 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300496.000000 Penalty: 57676.941406
Iteration 313Q: 18 clusters Score -1.043005e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162343 members 
Mstep: Class 5 contains 232078 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56460 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204130 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135242 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300504.000000 Penalty: 57676.941406
Iteration 314Q: 18 clusters Score -1.043005e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162340 members 
Mstep: Class 5 contains 232075 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56462 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204134 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135242 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300520.000000 Penalty: 57676.941406
Iteration 315Q: 18 clusters Score -1.043005e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162339 members 
Mstep: Class 5 contains 232074 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56462 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204135 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135243 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300472.000000 Penalty: 57676.941406
Iteration 316Q: 18 clusters Score -1.043005e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162340 members 
Mstep: Class 5 contains 232073 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56462 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204135 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135243 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300488.000000 Penalty: 57676.941406
Iteration 317Q: 18 clusters Score -1.043005e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162340 members 
Mstep: Class 5 contains 232074 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56462 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204134 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135243 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300488.000000 Penalty: 57676.941406
Iteration 318Q: 18 clusters Score -1.043005e+08 nChanged 2
Entering ConstructFrom: 
Score: -104300488.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -52167.632812 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -52167.63 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 267 members 
Entering Unmasked Estep 
Score: -50646.230469 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -50646.23 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50832.773438 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -50832.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50882.878906 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -50882.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50910.269531 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -50910.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50927.289062 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -50927.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50936.164062 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -50936.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50938.414062 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -50938.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50941.085938 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -50941.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50941.085938 Penalty: 3096.142822
	Iteration 8F: 3 clusters Score -50941.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -47377.882812 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -47377.88 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 276 members 
Entering Unmasked Estep 
Score: -45931.593750 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -45931.59 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46164.265625 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -46164.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -46343.089844 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -46343.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -46490.597656 Penalty: 3110.410156
	Iteration 3F: 3 clusters Score -46490.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -46693.007812 Penalty: 3110.410156
	Iteration 4F: 3 clusters Score -46693.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -46916.718750 Penalty: 3110.410156
	Iteration 5F: 3 clusters Score -46916.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -47010.554688 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -47010.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -47032.601562 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -47032.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47049.859375 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -47049.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47074.636719 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -47074.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -47117.480469 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -47117.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -47130.601562 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -47130.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -47145.632812 Penalty: 3110.410156
	Iteration 12Q: 3 clusters Score -47145.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -47163.832031 Penalty: 3110.410156
	Iteration 13Q: 3 clusters Score -47163.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -47179.453125 Penalty: 3110.410156
	Iteration 14Q: 3 clusters Score -47179.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -47187.824219 Penalty: 3110.410156
	Iteration 15Q: 3 clusters Score -47187.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -47188.261719 Penalty: 3110.410156
	Iteration 16F: 3 clusters Score -47188.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47233.007812 Penalty: 3110.410156
	Iteration 17Q: 3 clusters Score -47233.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -47277.859375 Penalty: 3110.410156
	Iteration 18Q: 3 clusters Score -47277.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47349.812500 Penalty: 3110.410156
	Iteration 19Q: 3 clusters Score -47349.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -47377.851562 Penalty: 3110.410156
	Iteration 20F: 3 clusters Score -47377.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -47415.816406 Penalty: 3110.410156
	Iteration 21Q: 3 clusters Score -47415.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -47428.273438 Penalty: 3110.410156
	Iteration 22Q: 3 clusters Score -47428.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -47437.324219 Penalty: 3110.410156
	Iteration 23Q: 3 clusters Score -47437.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -47437.324219 Penalty: 3110.410156
	Iteration 24F: 3 clusters Score -47437.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162339 members 
Mstep: Class 5 contains 232073 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 8 contains 350 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56462 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204136 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135243 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
Score: -104298752.000000 Penalty: 61069.699219
Splitting cluster 2 changes total score from -104300488.000000 to -104298752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -213424.828125 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -213424.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -210836.890625 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -210836.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -211311.500000 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -211311.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -211540.750000 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -211540.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -211746.265625 Penalty: 3777.187988
	Iteration 3F: 3 clusters Score -211746.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -212045.515625 Penalty: 3777.187988
	Iteration 4F: 3 clusters Score -212045.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -212381.187500 Penalty: 3777.187988
	Iteration 5F: 3 clusters Score -212381.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -212729.140625 Penalty: 3777.187988
	Iteration 6F: 3 clusters Score -212729.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -212979.718750 Penalty: 3777.187988
	Iteration 7F: 3 clusters Score -212979.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -213098.140625 Penalty: 3777.187988
	Iteration 8Q: 3 clusters Score -213098.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -213186.156250 Penalty: 3777.187988
	Iteration 9Q: 3 clusters Score -213186.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -213224.843750 Penalty: 3777.187988
	Iteration 10Q: 3 clusters Score -213224.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -213254.968750 Penalty: 3777.187988
	Iteration 11Q: 3 clusters Score -213255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -213273.109375 Penalty: 3777.187988
	Iteration 12Q: 3 clusters Score -213273.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -213286.359375 Penalty: 3777.187988
	Iteration 13Q: 3 clusters Score -213286.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -213295.031250 Penalty: 3777.187988
	Iteration 14Q: 3 clusters Score -213295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -213297.734375 Penalty: 3777.187988
	Iteration 15Q: 3 clusters Score -213297.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -213297.734375 Penalty: 3777.187988
	Iteration 16F: 3 clusters Score -213297.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (162339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162339 members 
Entering Unmasked Estep 
Score: -19789658.000000 Penalty: 2975.365723
	Iteration 0F: 2 clusters Score -1.978966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 81033 members 
Entering Unmasked Estep 
Score: -19682556.000000 Penalty: 5950.731445
	Iteration 0F: 3 clusters Score -1.968256e+07 nChanged 77682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83674 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -19727518.000000 Penalty: 5950.731445
	Iteration 1F: 3 clusters Score -1.972752e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84994 members 
Mstep: Class 2 contains 77345 members 
Entering Unmasked Estep 
Score: -19728530.000000 Penalty: 5950.731445
	Iteration 2Q: 3 clusters Score -1.972853e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87034 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -19730042.000000 Penalty: 5950.731445
	Iteration 3Q: 3 clusters Score -1.973004e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90182 members 
Mstep: Class 2 contains 72157 members 
Entering Unmasked Estep 
Score: -19732012.000000 Penalty: 5950.731445
	Iteration 4Q: 3 clusters Score -1.973201e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94787 members 
Mstep: Class 2 contains 67552 members 
Entering Unmasked Estep 
Score: -19735176.000000 Penalty: 5950.731445
	Iteration 5Q: 3 clusters Score -1.973518e+07 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101079 members 
Mstep: Class 2 contains 61260 members 
Entering Unmasked Estep 
Score: -19740022.000000 Penalty: 5950.731445
	Iteration 6F: 3 clusters Score -1.974002e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108863 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -19746874.000000 Penalty: 5950.731445
	Iteration 7F: 3 clusters Score -1.974687e+07 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117399 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -19755540.000000 Penalty: 5950.731445
	Iteration 8F: 3 clusters Score -1.975554e+07 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125055 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -19764644.000000 Penalty: 5950.731445
	Iteration 9F: 3 clusters Score -1.976464e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130532 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -19771626.000000 Penalty: 5950.731445
	Iteration 10F: 3 clusters Score -1.977163e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134020 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -19775778.000000 Penalty: 5950.731445
	Iteration 11Q: 3 clusters Score -1.977578e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136545 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -19778300.000000 Penalty: 5950.731445
	Iteration 12Q: 3 clusters Score -1.97783e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138620 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -19779794.000000 Penalty: 5950.731445
	Iteration 13Q: 3 clusters Score -1.977979e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140395 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -19780992.000000 Penalty: 5950.731445
	Iteration 14Q: 3 clusters Score -1.978099e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141879 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -19781910.000000 Penalty: 5950.731445
	Iteration 15Q: 3 clusters Score -1.978191e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143149 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -19782570.000000 Penalty: 5950.731445
	Iteration 16Q: 3 clusters Score -1.978257e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144245 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -19783112.000000 Penalty: 5950.731445
	Iteration 17Q: 3 clusters Score -1.978311e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145197 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -19783488.000000 Penalty: 5950.731445
	Iteration 18Q: 3 clusters Score -1.978349e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146060 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -19783784.000000 Penalty: 5950.731445
	Iteration 19Q: 3 clusters Score -1.978378e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146825 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -19784020.000000 Penalty: 5950.731445
	Iteration 20F: 3 clusters Score -1.978402e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147520 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -19784176.000000 Penalty: 5950.731445
	Iteration 21Q: 3 clusters Score -1.978418e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148169 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -19784340.000000 Penalty: 5950.731445
	Iteration 22Q: 3 clusters Score -1.978434e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148833 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -19784552.000000 Penalty: 5950.731445
	Iteration 23Q: 3 clusters Score -1.978455e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149523 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -19784604.000000 Penalty: 5950.731445
	Iteration 24Q: 3 clusters Score -1.97846e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150184 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -19784674.000000 Penalty: 5950.731445
	Iteration 25Q: 3 clusters Score -1.978467e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150831 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -19784812.000000 Penalty: 5950.731445
	Iteration 26Q: 3 clusters Score -1.978481e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151449 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -19784970.000000 Penalty: 5950.731445
	Iteration 27Q: 3 clusters Score -1.978497e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152025 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -19785156.000000 Penalty: 5950.731445
	Iteration 28Q: 3 clusters Score -1.978516e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152576 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -19785310.000000 Penalty: 5950.731445
	Iteration 29Q: 3 clusters Score -1.978531e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153131 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -19785488.000000 Penalty: 5950.731445
	Iteration 30Q: 3 clusters Score -1.978549e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153672 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -19785578.000000 Penalty: 5950.731445
	Iteration 31Q: 3 clusters Score -1.978558e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154214 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -19785638.000000 Penalty: 5950.731445
	Iteration 32Q: 3 clusters Score -1.978564e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154752 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -19785788.000000 Penalty: 5950.731445
	Iteration 33Q: 3 clusters Score -1.978579e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155274 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -19785940.000000 Penalty: 5950.731445
	Iteration 34Q: 3 clusters Score -1.978594e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155784 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -19786046.000000 Penalty: 5950.731445
	Iteration 35Q: 3 clusters Score -1.978605e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156261 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -19786108.000000 Penalty: 5950.731445
	Iteration 36Q: 3 clusters Score -1.978611e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156719 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -19786162.000000 Penalty: 5950.731445
	Iteration 37Q: 3 clusters Score -1.978616e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157156 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -19786324.000000 Penalty: 5950.731445
	Iteration 38Q: 3 clusters Score -1.978632e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157521 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -19786408.000000 Penalty: 5950.731445
	Iteration 39Q: 3 clusters Score -1.978641e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157880 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -19786474.000000 Penalty: 5950.731445
	Iteration 40F: 3 clusters Score -1.978647e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158224 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -19786592.000000 Penalty: 5950.731445
	Iteration 41Q: 3 clusters Score -1.978659e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158546 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -19786706.000000 Penalty: 5950.731445
	Iteration 42Q: 3 clusters Score -1.978671e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158840 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -19786802.000000 Penalty: 5950.731445
	Iteration 43Q: 3 clusters Score -1.97868e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159090 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -19786910.000000 Penalty: 5950.731445
	Iteration 44Q: 3 clusters Score -1.978691e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159320 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -19786954.000000 Penalty: 5950.731445
	Iteration 45Q: 3 clusters Score -1.978695e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159514 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -19786982.000000 Penalty: 5950.731445
	Iteration 46Q: 3 clusters Score -1.978698e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159641 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -19787026.000000 Penalty: 5950.731445
	Iteration 47Q: 3 clusters Score -1.978703e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159761 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -19787058.000000 Penalty: 5950.731445
	Iteration 48Q: 3 clusters Score -1.978706e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159872 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -19787090.000000 Penalty: 5950.731445
	Iteration 49Q: 3 clusters Score -1.978709e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159967 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -19787114.000000 Penalty: 5950.731445
	Iteration 50Q: 3 clusters Score -1.978711e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160035 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -19787086.000000 Penalty: 5950.731445
	Iteration 51Q: 3 clusters Score -1.978709e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160098 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -19787080.000000 Penalty: 5950.731445
	Iteration 52Q: 3 clusters Score -1.978708e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160173 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -19787106.000000 Penalty: 5950.731445
	Iteration 53Q: 3 clusters Score -1.978711e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160249 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -19787090.000000 Penalty: 5950.731445
	Iteration 54Q: 3 clusters Score -1.978709e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160325 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -19787128.000000 Penalty: 5950.731445
	Iteration 55Q: 3 clusters Score -1.978713e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160394 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -19787166.000000 Penalty: 5950.731445
	Iteration 56Q: 3 clusters Score -1.978717e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160448 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -19787162.000000 Penalty: 5950.731445
	Iteration 57Q: 3 clusters Score -1.978716e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160503 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -19787176.000000 Penalty: 5950.731445
	Iteration 58Q: 3 clusters Score -1.978718e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160554 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -19787182.000000 Penalty: 5950.731445
	Iteration 59Q: 3 clusters Score -1.978718e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160593 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -19787200.000000 Penalty: 5950.731445
	Iteration 60F: 3 clusters Score -1.97872e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160636 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -19787214.000000 Penalty: 5950.731445
	Iteration 61Q: 3 clusters Score -1.978721e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160668 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -19787196.000000 Penalty: 5950.731445
	Iteration 62Q: 3 clusters Score -1.97872e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160688 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -19787228.000000 Penalty: 5950.731445
	Iteration 63Q: 3 clusters Score -1.978723e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160701 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -19787228.000000 Penalty: 5950.731445
	Iteration 64Q: 3 clusters Score -1.978723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160713 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -19787250.000000 Penalty: 5950.731445
	Iteration 65Q: 3 clusters Score -1.978725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160722 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -19787250.000000 Penalty: 5950.731445
	Iteration 66Q: 3 clusters Score -1.978725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160732 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -19787242.000000 Penalty: 5950.731445
	Iteration 67Q: 3 clusters Score -1.978724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160742 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -19787270.000000 Penalty: 5950.731445
	Iteration 68Q: 3 clusters Score -1.978727e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160755 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -19787280.000000 Penalty: 5950.731445
	Iteration 69Q: 3 clusters Score -1.978728e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160773 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -19787270.000000 Penalty: 5950.731445
	Iteration 70Q: 3 clusters Score -1.978727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160785 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -19787262.000000 Penalty: 5950.731445
	Iteration 71Q: 3 clusters Score -1.978726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160797 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -19787258.000000 Penalty: 5950.731445
	Iteration 72Q: 3 clusters Score -1.978726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160806 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -19787268.000000 Penalty: 5950.731445
	Iteration 73Q: 3 clusters Score -1.978727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160813 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -19787260.000000 Penalty: 5950.731445
	Iteration 74Q: 3 clusters Score -1.978726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160823 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -19787260.000000 Penalty: 5950.731445
	Iteration 75Q: 3 clusters Score -1.978726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160839 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -19787268.000000 Penalty: 5950.731445
	Iteration 76Q: 3 clusters Score -1.978727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160853 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -19787292.000000 Penalty: 5950.731445
	Iteration 77Q: 3 clusters Score -1.978729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160864 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -19787298.000000 Penalty: 5950.731445
	Iteration 78Q: 3 clusters Score -1.97873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160876 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -19787276.000000 Penalty: 5950.731445
	Iteration 79Q: 3 clusters Score -1.978728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160886 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -19787272.000000 Penalty: 5950.731445
	Iteration 80F: 3 clusters Score -1.978727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160901 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -19787300.000000 Penalty: 5950.731445
	Iteration 81Q: 3 clusters Score -1.97873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160913 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -19787312.000000 Penalty: 5950.731445
	Iteration 82Q: 3 clusters Score -1.978731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160921 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -19787306.000000 Penalty: 5950.731445
	Iteration 83Q: 3 clusters Score -1.978731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160931 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -19787316.000000 Penalty: 5950.731445
	Iteration 84Q: 3 clusters Score -1.978732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160944 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -19787310.000000 Penalty: 5950.731445
	Iteration 85Q: 3 clusters Score -1.978731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160955 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -19787314.000000 Penalty: 5950.731445
	Iteration 86Q: 3 clusters Score -1.978731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160968 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -19787320.000000 Penalty: 5950.731445
	Iteration 87Q: 3 clusters Score -1.978732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160979 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -19787322.000000 Penalty: 5950.731445
	Iteration 88Q: 3 clusters Score -1.978732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160987 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -19787330.000000 Penalty: 5950.731445
	Iteration 89Q: 3 clusters Score -1.978733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161000 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -19787316.000000 Penalty: 5950.731445
	Iteration 90Q: 3 clusters Score -1.978732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161013 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -19787302.000000 Penalty: 5950.731445
	Iteration 91Q: 3 clusters Score -1.97873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161020 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -19787308.000000 Penalty: 5950.731445
	Iteration 92Q: 3 clusters Score -1.978731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161027 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -19787310.000000 Penalty: 5950.731445
	Iteration 93Q: 3 clusters Score -1.978731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161033 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -19787302.000000 Penalty: 5950.731445
	Iteration 94Q: 3 clusters Score -1.97873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161041 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -19787306.000000 Penalty: 5950.731445
	Iteration 95Q: 3 clusters Score -1.978731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161049 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -19787312.000000 Penalty: 5950.731445
	Iteration 96Q: 3 clusters Score -1.978731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161055 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -19787320.000000 Penalty: 5950.731445
	Iteration 97Q: 3 clusters Score -1.978732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161060 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -19787324.000000 Penalty: 5950.731445
	Iteration 98Q: 3 clusters Score -1.978732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161060 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -19787324.000000 Penalty: 5950.731445
	Iteration 99F: 3 clusters Score -1.978732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (232073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232073 members 
Entering Unmasked Estep 
Score: -28125904.000000 Penalty: 3063.992188
	Iteration 0F: 2 clusters Score -2.81259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116044 members 
Mstep: Class 2 contains 116029 members 
Entering Unmasked Estep 
Score: -27975256.000000 Penalty: 6127.984375
	Iteration 0F: 3 clusters Score -2.797526e+07 nChanged 111793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115683 members 
Mstep: Class 2 contains 116390 members 
Entering Unmasked Estep 
Score: -28039968.000000 Penalty: 6127.984375
	Iteration 1F: 3 clusters Score -2.803997e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115426 members 
Mstep: Class 2 contains 116647 members 
Entering Unmasked Estep 
Score: -28040804.000000 Penalty: 6127.984375
	Iteration 2Q: 3 clusters Score -2.80408e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114991 members 
Mstep: Class 2 contains 117082 members 
Entering Unmasked Estep 
Score: -28041630.000000 Penalty: 6127.984375
	Iteration 3Q: 3 clusters Score -2.804163e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114326 members 
Mstep: Class 2 contains 117747 members 
Entering Unmasked Estep 
Score: -28043048.000000 Penalty: 6127.984375
	Iteration 4Q: 3 clusters Score -2.804305e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113263 members 
Mstep: Class 2 contains 118810 members 
Entering Unmasked Estep 
Score: -28044298.000000 Penalty: 6127.984375
	Iteration 5Q: 3 clusters Score -2.80443e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111402 members 
Mstep: Class 2 contains 120671 members 
Entering Unmasked Estep 
Score: -28046418.000000 Penalty: 6127.984375
	Iteration 6Q: 3 clusters Score -2.804642e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108514 members 
Mstep: Class 2 contains 123559 members 
Entering Unmasked Estep 
Score: -28049436.000000 Penalty: 6127.984375
	Iteration 7Q: 3 clusters Score -2.804944e+07 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104635 members 
Mstep: Class 2 contains 127438 members 
Entering Unmasked Estep 
Score: -28054658.000000 Penalty: 6127.984375
	Iteration 8Q: 3 clusters Score -2.805466e+07 nChanged 12815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 132473 members 
Entering Unmasked Estep 
Score: -28062998.000000 Penalty: 6127.984375
	Iteration 9F: 3 clusters Score -2.8063e+07 nChanged 14794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94562 members 
Mstep: Class 2 contains 137511 members 
Entering Unmasked Estep 
Score: -28074756.000000 Penalty: 6127.984375
	Iteration 10F: 3 clusters Score -2.807476e+07 nChanged 14820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90570 members 
Mstep: Class 2 contains 141503 members 
Entering Unmasked Estep 
Score: -28085670.000000 Penalty: 6127.984375
	Iteration 11F: 3 clusters Score -2.808567e+07 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87634 members 
Mstep: Class 2 contains 144439 members 
Entering Unmasked Estep 
Score: -28090830.000000 Penalty: 6127.984375
	Iteration 12Q: 3 clusters Score -2.809083e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84906 members 
Mstep: Class 2 contains 147167 members 
Entering Unmasked Estep 
Score: -28093192.000000 Penalty: 6127.984375
	Iteration 13Q: 3 clusters Score -2.809319e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 150189 members 
Entering Unmasked Estep 
Score: -28094598.000000 Penalty: 6127.984375
	Iteration 14Q: 3 clusters Score -2.80946e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78592 members 
Mstep: Class 2 contains 153481 members 
Entering Unmasked Estep 
Score: -28095890.000000 Penalty: 6127.984375
	Iteration 15Q: 3 clusters Score -2.809589e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75073 members 
Mstep: Class 2 contains 157000 members 
Entering Unmasked Estep 
Score: -28097366.000000 Penalty: 6127.984375
	Iteration 16Q: 3 clusters Score -2.809737e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 160748 members 
Entering Unmasked Estep 
Score: -28099162.000000 Penalty: 6127.984375
	Iteration 17Q: 3 clusters Score -2.809916e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67450 members 
Mstep: Class 2 contains 164623 members 
Entering Unmasked Estep 
Score: -28101170.000000 Penalty: 6127.984375
	Iteration 18Q: 3 clusters Score -2.810117e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63363 members 
Mstep: Class 2 contains 168710 members 
Entering Unmasked Estep 
Score: -28103348.000000 Penalty: 6127.984375
	Iteration 19Q: 3 clusters Score -2.810335e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59204 members 
Mstep: Class 2 contains 172869 members 
Entering Unmasked Estep 
Score: -28105712.000000 Penalty: 6127.984375
	Iteration 20F: 3 clusters Score -2.810571e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 176909 members 
Entering Unmasked Estep 
Score: -28108214.000000 Penalty: 6127.984375
	Iteration 21Q: 3 clusters Score -2.810821e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 180814 members 
Entering Unmasked Estep 
Score: -28110828.000000 Penalty: 6127.984375
	Iteration 22Q: 3 clusters Score -2.811083e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 184554 members 
Entering Unmasked Estep 
Score: -28113552.000000 Penalty: 6127.984375
	Iteration 23Q: 3 clusters Score -2.811355e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 187885 members 
Entering Unmasked Estep 
Score: -28116126.000000 Penalty: 6127.984375
	Iteration 24Q: 3 clusters Score -2.811613e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 190846 members 
Entering Unmasked Estep 
Score: -28118092.000000 Penalty: 6127.984375
	Iteration 25Q: 3 clusters Score -2.811809e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 193472 members 
Entering Unmasked Estep 
Score: -28119510.000000 Penalty: 6127.984375
	Iteration 26Q: 3 clusters Score -2.811951e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 195894 members 
Entering Unmasked Estep 
Score: -28120550.000000 Penalty: 6127.984375
	Iteration 27Q: 3 clusters Score -2.812055e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 198027 members 
Entering Unmasked Estep 
Score: -28121358.000000 Penalty: 6127.984375
	Iteration 28Q: 3 clusters Score -2.812136e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 199995 members 
Entering Unmasked Estep 
Score: -28122080.000000 Penalty: 6127.984375
	Iteration 29Q: 3 clusters Score -2.812208e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 201749 members 
Entering Unmasked Estep 
Score: -28122372.000000 Penalty: 6127.984375
	Iteration 30Q: 3 clusters Score -2.812237e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 203420 members 
Entering Unmasked Estep 
Score: -28122724.000000 Penalty: 6127.984375
	Iteration 31Q: 3 clusters Score -2.812272e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 204920 members 
Entering Unmasked Estep 
Score: -28122812.000000 Penalty: 6127.984375
	Iteration 32Q: 3 clusters Score -2.812281e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 206306 members 
Entering Unmasked Estep 
Score: -28123050.000000 Penalty: 6127.984375
	Iteration 33Q: 3 clusters Score -2.812305e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 207631 members 
Entering Unmasked Estep 
Score: -28123182.000000 Penalty: 6127.984375
	Iteration 34Q: 3 clusters Score -2.812318e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 208901 members 
Entering Unmasked Estep 
Score: -28123232.000000 Penalty: 6127.984375
	Iteration 35Q: 3 clusters Score -2.812323e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 210061 members 
Entering Unmasked Estep 
Score: -28123348.000000 Penalty: 6127.984375
	Iteration 36Q: 3 clusters Score -2.812335e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 211144 members 
Entering Unmasked Estep 
Score: -28123496.000000 Penalty: 6127.984375
	Iteration 37Q: 3 clusters Score -2.81235e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 212144 members 
Entering Unmasked Estep 
Score: -28123594.000000 Penalty: 6127.984375
	Iteration 38Q: 3 clusters Score -2.812359e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 213119 members 
Entering Unmasked Estep 
Score: -28123596.000000 Penalty: 6127.984375
	Iteration 39Q: 3 clusters Score -2.81236e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 213988 members 
Entering Unmasked Estep 
Score: -28123726.000000 Penalty: 6127.984375
	Iteration 40F: 3 clusters Score -2.812373e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 214777 members 
Entering Unmasked Estep 
Score: -28123838.000000 Penalty: 6127.984375
	Iteration 41Q: 3 clusters Score -2.812384e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 215487 members 
Entering Unmasked Estep 
Score: -28123840.000000 Penalty: 6127.984375
	Iteration 42Q: 3 clusters Score -2.812384e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 216177 members 
Entering Unmasked Estep 
Score: -28123822.000000 Penalty: 6127.984375
	Iteration 43Q: 3 clusters Score -2.812382e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 216838 members 
Entering Unmasked Estep 
Score: -28123864.000000 Penalty: 6127.984375
	Iteration 44Q: 3 clusters Score -2.812386e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 217481 members 
Entering Unmasked Estep 
Score: -28123978.000000 Penalty: 6127.984375
	Iteration 45Q: 3 clusters Score -2.812398e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 218075 members 
Entering Unmasked Estep 
Score: -28123912.000000 Penalty: 6127.984375
	Iteration 46Q: 3 clusters Score -2.812391e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 218682 members 
Entering Unmasked Estep 
Score: -28123922.000000 Penalty: 6127.984375
	Iteration 47Q: 3 clusters Score -2.812392e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 219246 members 
Entering Unmasked Estep 
Score: -28124094.000000 Penalty: 6127.984375
	Iteration 48Q: 3 clusters Score -2.812409e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 219806 members 
Entering Unmasked Estep 
Score: -28124076.000000 Penalty: 6127.984375
	Iteration 49Q: 3 clusters Score -2.812408e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 220339 members 
Entering Unmasked Estep 
Score: -28124156.000000 Penalty: 6127.984375
	Iteration 50Q: 3 clusters Score -2.812416e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 220796 members 
Entering Unmasked Estep 
Score: -28124158.000000 Penalty: 6127.984375
	Iteration 51Q: 3 clusters Score -2.812416e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 221189 members 
Entering Unmasked Estep 
Score: -28124112.000000 Penalty: 6127.984375
	Iteration 52Q: 3 clusters Score -2.812411e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 221562 members 
Entering Unmasked Estep 
Score: -28124146.000000 Penalty: 6127.984375
	Iteration 53Q: 3 clusters Score -2.812415e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 221889 members 
Entering Unmasked Estep 
Score: -28124126.000000 Penalty: 6127.984375
	Iteration 54Q: 3 clusters Score -2.812413e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 222173 members 
Entering Unmasked Estep 
Score: -28124056.000000 Penalty: 6127.984375
	Iteration 55Q: 3 clusters Score -2.812406e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 222463 members 
Entering Unmasked Estep 
Score: -28124084.000000 Penalty: 6127.984375
	Iteration 56Q: 3 clusters Score -2.812408e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 222722 members 
Entering Unmasked Estep 
Score: -28124180.000000 Penalty: 6127.984375
	Iteration 57Q: 3 clusters Score -2.812418e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 222982 members 
Entering Unmasked Estep 
Score: -28124220.000000 Penalty: 6127.984375
	Iteration 58Q: 3 clusters Score -2.812422e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 223185 members 
Entering Unmasked Estep 
Score: -28124188.000000 Penalty: 6127.984375
	Iteration 59Q: 3 clusters Score -2.812419e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 223352 members 
Entering Unmasked Estep 
Score: -28124168.000000 Penalty: 6127.984375
	Iteration 60F: 3 clusters Score -2.812417e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 223520 members 
Entering Unmasked Estep 
Score: -28124170.000000 Penalty: 6127.984375
	Iteration 61Q: 3 clusters Score -2.812417e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 223710 members 
Entering Unmasked Estep 
Score: -28124148.000000 Penalty: 6127.984375
	Iteration 62Q: 3 clusters Score -2.812415e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 223911 members 
Entering Unmasked Estep 
Score: -28124140.000000 Penalty: 6127.984375
	Iteration 63Q: 3 clusters Score -2.812414e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 224109 members 
Entering Unmasked Estep 
Score: -28124156.000000 Penalty: 6127.984375
	Iteration 64Q: 3 clusters Score -2.812416e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 224280 members 
Entering Unmasked Estep 
Score: -28124184.000000 Penalty: 6127.984375
	Iteration 65Q: 3 clusters Score -2.812418e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 224469 members 
Entering Unmasked Estep 
Score: -28124232.000000 Penalty: 6127.984375
	Iteration 66Q: 3 clusters Score -2.812423e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 224614 members 
Entering Unmasked Estep 
Score: -28124242.000000 Penalty: 6127.984375
	Iteration 67Q: 3 clusters Score -2.812424e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 224751 members 
Entering Unmasked Estep 
Score: -28124226.000000 Penalty: 6127.984375
	Iteration 68Q: 3 clusters Score -2.812423e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 224871 members 
Entering Unmasked Estep 
Score: -28124248.000000 Penalty: 6127.984375
	Iteration 69Q: 3 clusters Score -2.812425e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 224980 members 
Entering Unmasked Estep 
Score: -28124232.000000 Penalty: 6127.984375
	Iteration 70Q: 3 clusters Score -2.812423e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 225087 members 
Entering Unmasked Estep 
Score: -28124184.000000 Penalty: 6127.984375
	Iteration 71Q: 3 clusters Score -2.812418e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 225196 members 
Entering Unmasked Estep 
Score: -28124196.000000 Penalty: 6127.984375
	Iteration 72Q: 3 clusters Score -2.81242e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 225304 members 
Entering Unmasked Estep 
Score: -28124206.000000 Penalty: 6127.984375
	Iteration 73Q: 3 clusters Score -2.812421e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 225446 members 
Entering Unmasked Estep 
Score: -28124178.000000 Penalty: 6127.984375
	Iteration 74Q: 3 clusters Score -2.812418e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 225584 members 
Entering Unmasked Estep 
Score: -28124178.000000 Penalty: 6127.984375
	Iteration 75Q: 3 clusters Score -2.812418e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 225707 members 
Entering Unmasked Estep 
Score: -28124168.000000 Penalty: 6127.984375
	Iteration 76Q: 3 clusters Score -2.812417e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 225827 members 
Entering Unmasked Estep 
Score: -28124108.000000 Penalty: 6127.984375
	Iteration 77Q: 3 clusters Score -2.812411e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 225926 members 
Entering Unmasked Estep 
Score: -28124114.000000 Penalty: 6127.984375
	Iteration 78Q: 3 clusters Score -2.812411e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 226018 members 
Entering Unmasked Estep 
Score: -28124106.000000 Penalty: 6127.984375
	Iteration 79Q: 3 clusters Score -2.812411e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 226114 members 
Entering Unmasked Estep 
Score: -28124096.000000 Penalty: 6127.984375
	Iteration 80F: 3 clusters Score -2.81241e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 226213 members 
Entering Unmasked Estep 
Score: -28124102.000000 Penalty: 6127.984375
	Iteration 81Q: 3 clusters Score -2.81241e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 226324 members 
Entering Unmasked Estep 
Score: -28124134.000000 Penalty: 6127.984375
	Iteration 82Q: 3 clusters Score -2.812413e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 226431 members 
Entering Unmasked Estep 
Score: -28124128.000000 Penalty: 6127.984375
	Iteration 83Q: 3 clusters Score -2.812413e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 226546 members 
Entering Unmasked Estep 
Score: -28124088.000000 Penalty: 6127.984375
	Iteration 84Q: 3 clusters Score -2.812409e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 226654 members 
Entering Unmasked Estep 
Score: -28124112.000000 Penalty: 6127.984375
	Iteration 85Q: 3 clusters Score -2.812411e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 226743 members 
Entering Unmasked Estep 
Score: -28124100.000000 Penalty: 6127.984375
	Iteration 86Q: 3 clusters Score -2.81241e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 226821 members 
Entering Unmasked Estep 
Score: -28124122.000000 Penalty: 6127.984375
	Iteration 87Q: 3 clusters Score -2.812412e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 226898 members 
Entering Unmasked Estep 
Score: -28124094.000000 Penalty: 6127.984375
	Iteration 88Q: 3 clusters Score -2.812409e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 226988 members 
Entering Unmasked Estep 
Score: -28124072.000000 Penalty: 6127.984375
	Iteration 89Q: 3 clusters Score -2.812407e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 227072 members 
Entering Unmasked Estep 
Score: -28124116.000000 Penalty: 6127.984375
	Iteration 90Q: 3 clusters Score -2.812412e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 227140 members 
Entering Unmasked Estep 
Score: -28124122.000000 Penalty: 6127.984375
	Iteration 91Q: 3 clusters Score -2.812412e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 227205 members 
Entering Unmasked Estep 
Score: -28124142.000000 Penalty: 6127.984375
	Iteration 92Q: 3 clusters Score -2.812414e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 227261 members 
Entering Unmasked Estep 
Score: -28124158.000000 Penalty: 6127.984375
	Iteration 93Q: 3 clusters Score -2.812416e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 227307 members 
Entering Unmasked Estep 
Score: -28124142.000000 Penalty: 6127.984375
	Iteration 94Q: 3 clusters Score -2.812414e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 227354 members 
Entering Unmasked Estep 
Score: -28124190.000000 Penalty: 6127.984375
	Iteration 95Q: 3 clusters Score -2.812419e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 227401 members 
Entering Unmasked Estep 
Score: -28124148.000000 Penalty: 6127.984375
	Iteration 96Q: 3 clusters Score -2.812415e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 227444 members 
Entering Unmasked Estep 
Score: -28124134.000000 Penalty: 6127.984375
	Iteration 97Q: 3 clusters Score -2.812413e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 227484 members 
Entering Unmasked Estep 
Score: -28124154.000000 Penalty: 6127.984375
	Iteration 98Q: 3 clusters Score -2.812415e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 227527 members 
Entering Unmasked Estep 
Score: -28124146.000000 Penalty: 6127.984375
	Iteration 99Q: 3 clusters Score -2.812415e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 227572 members 
Entering Unmasked Estep 
Score: -28124130.000000 Penalty: 6127.984375
	Iteration 100F: 3 clusters Score -2.812413e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 227614 members 
Entering Unmasked Estep 
Score: -28124146.000000 Penalty: 6127.984375
	Iteration 101Q: 3 clusters Score -2.812415e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 227656 members 
Entering Unmasked Estep 
Score: -28124140.000000 Penalty: 6127.984375
	Iteration 102Q: 3 clusters Score -2.812414e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 227701 members 
Entering Unmasked Estep 
Score: -28124136.000000 Penalty: 6127.984375
	Iteration 103Q: 3 clusters Score -2.812414e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 227750 members 
Entering Unmasked Estep 
Score: -28124148.000000 Penalty: 6127.984375
	Iteration 104Q: 3 clusters Score -2.812415e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 227804 members 
Entering Unmasked Estep 
Score: -28124128.000000 Penalty: 6127.984375
	Iteration 105Q: 3 clusters Score -2.812413e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 227845 members 
Entering Unmasked Estep 
Score: -28124132.000000 Penalty: 6127.984375
	Iteration 106Q: 3 clusters Score -2.812413e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 227885 members 
Entering Unmasked Estep 
Score: -28124118.000000 Penalty: 6127.984375
	Iteration 107Q: 3 clusters Score -2.812412e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 227926 members 
Entering Unmasked Estep 
Score: -28124104.000000 Penalty: 6127.984375
	Iteration 108Q: 3 clusters Score -2.81241e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 227964 members 
Entering Unmasked Estep 
Score: -28124096.000000 Penalty: 6127.984375
	Iteration 109Q: 3 clusters Score -2.81241e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 228008 members 
Entering Unmasked Estep 
Score: -28124136.000000 Penalty: 6127.984375
	Iteration 110Q: 3 clusters Score -2.812414e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 228052 members 
Entering Unmasked Estep 
Score: -28124088.000000 Penalty: 6127.984375
	Iteration 111Q: 3 clusters Score -2.812409e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 228092 members 
Entering Unmasked Estep 
Score: -28124126.000000 Penalty: 6127.984375
	Iteration 112Q: 3 clusters Score -2.812413e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 228127 members 
Entering Unmasked Estep 
Score: -28124130.000000 Penalty: 6127.984375
	Iteration 113Q: 3 clusters Score -2.812413e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 228154 members 
Entering Unmasked Estep 
Score: -28124116.000000 Penalty: 6127.984375
	Iteration 114Q: 3 clusters Score -2.812412e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 228177 members 
Entering Unmasked Estep 
Score: -28124112.000000 Penalty: 6127.984375
	Iteration 115Q: 3 clusters Score -2.812411e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 228201 members 
Entering Unmasked Estep 
Score: -28124130.000000 Penalty: 6127.984375
	Iteration 116Q: 3 clusters Score -2.812413e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 228230 members 
Entering Unmasked Estep 
Score: -28124100.000000 Penalty: 6127.984375
	Iteration 117Q: 3 clusters Score -2.81241e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 228257 members 
Entering Unmasked Estep 
Score: -28124088.000000 Penalty: 6127.984375
	Iteration 118Q: 3 clusters Score -2.812409e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 228290 members 
Entering Unmasked Estep 
Score: -28124082.000000 Penalty: 6127.984375
	Iteration 119Q: 3 clusters Score -2.812408e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 228316 members 
Entering Unmasked Estep 
Score: -28124102.000000 Penalty: 6127.984375
	Iteration 120F: 3 clusters Score -2.81241e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228349 members 
Entering Unmasked Estep 
Score: -28124056.000000 Penalty: 6127.984375
	Iteration 121Q: 3 clusters Score -2.812406e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 228383 members 
Entering Unmasked Estep 
Score: -28124086.000000 Penalty: 6127.984375
	Iteration 122Q: 3 clusters Score -2.812409e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 228415 members 
Entering Unmasked Estep 
Score: -28124084.000000 Penalty: 6127.984375
	Iteration 123Q: 3 clusters Score -2.812408e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 228456 members 
Entering Unmasked Estep 
Score: -28124062.000000 Penalty: 6127.984375
	Iteration 124Q: 3 clusters Score -2.812406e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 228488 members 
Entering Unmasked Estep 
Score: -28124026.000000 Penalty: 6127.984375
	Iteration 125Q: 3 clusters Score -2.812403e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 228532 members 
Entering Unmasked Estep 
Score: -28124048.000000 Penalty: 6127.984375
	Iteration 126Q: 3 clusters Score -2.812405e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 228571 members 
Entering Unmasked Estep 
Score: -28124036.000000 Penalty: 6127.984375
	Iteration 127Q: 3 clusters Score -2.812404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 228605 members 
Entering Unmasked Estep 
Score: -28124034.000000 Penalty: 6127.984375
	Iteration 128Q: 3 clusters Score -2.812403e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 228638 members 
Entering Unmasked Estep 
Score: -28124052.000000 Penalty: 6127.984375
	Iteration 129Q: 3 clusters Score -2.812405e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 228673 members 
Entering Unmasked Estep 
Score: -28124060.000000 Penalty: 6127.984375
	Iteration 130Q: 3 clusters Score -2.812406e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 228696 members 
Entering Unmasked Estep 
Score: -28124064.000000 Penalty: 6127.984375
	Iteration 131Q: 3 clusters Score -2.812406e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 228717 members 
Entering Unmasked Estep 
Score: -28124058.000000 Penalty: 6127.984375
	Iteration 132Q: 3 clusters Score -2.812406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 228736 members 
Entering Unmasked Estep 
Score: -28124072.000000 Penalty: 6127.984375
	Iteration 133Q: 3 clusters Score -2.812407e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 228755 members 
Entering Unmasked Estep 
Score: -28124060.000000 Penalty: 6127.984375
	Iteration 134Q: 3 clusters Score -2.812406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 228772 members 
Entering Unmasked Estep 
Score: -28124030.000000 Penalty: 6127.984375
	Iteration 135Q: 3 clusters Score -2.812403e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 228794 members 
Entering Unmasked Estep 
Score: -28124022.000000 Penalty: 6127.984375
	Iteration 136Q: 3 clusters Score -2.812402e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 228816 members 
Entering Unmasked Estep 
Score: -28124014.000000 Penalty: 6127.984375
	Iteration 137Q: 3 clusters Score -2.812401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 228830 members 
Entering Unmasked Estep 
Score: -28123992.000000 Penalty: 6127.984375
	Iteration 138Q: 3 clusters Score -2.812399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 228841 members 
Entering Unmasked Estep 
Score: -28124028.000000 Penalty: 6127.984375
	Iteration 139Q: 3 clusters Score -2.812403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 228848 members 
Entering Unmasked Estep 
Score: -28124018.000000 Penalty: 6127.984375
	Iteration 140F: 3 clusters Score -2.812402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 228851 members 
Entering Unmasked Estep 
Score: -28123998.000000 Penalty: 6127.984375
	Iteration 141Q: 3 clusters Score -2.8124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 228853 members 
Entering Unmasked Estep 
Score: -28123994.000000 Penalty: 6127.984375
	Iteration 142Q: 3 clusters Score -2.812399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 228855 members 
Entering Unmasked Estep 
Score: -28124012.000000 Penalty: 6127.984375
	Iteration 143Q: 3 clusters Score -2.812401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 228854 members 
Entering Unmasked Estep 
Score: -28123992.000000 Penalty: 6127.984375
	Iteration 144Q: 3 clusters Score -2.812399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 228855 members 
Entering Unmasked Estep 
Score: -28123982.000000 Penalty: 6127.984375
	Iteration 145Q: 3 clusters Score -2.812398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 228856 members 
Entering Unmasked Estep 
Score: -28123998.000000 Penalty: 6127.984375
	Iteration 146Q: 3 clusters Score -2.8124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 228858 members 
Entering Unmasked Estep 
Score: -28124000.000000 Penalty: 6127.984375
	Iteration 147Q: 3 clusters Score -2.8124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 228860 members 
Entering Unmasked Estep 
Score: -28123984.000000 Penalty: 6127.984375
	Iteration 148Q: 3 clusters Score -2.812398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 228860 members 
Entering Unmasked Estep 
Score: -28123984.000000 Penalty: 6127.984375
	Iteration 149F: 3 clusters Score -2.812398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Entering Unmasked Estep 
Score: -105829.554688 Penalty: 1722.611450
	Iteration 0F: 2 clusters Score -105829.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -103812.554688 Penalty: 3445.222900
	Iteration 0F: 3 clusters Score -103812.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -104090.687500 Penalty: 3445.222900
	Iteration 1F: 3 clusters Score -104090.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104201.632812 Penalty: 3445.222900
	Iteration 2F: 3 clusters Score -104201.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -104275.085938 Penalty: 3445.222900
	Iteration 3Q: 3 clusters Score -104275.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -104306.312500 Penalty: 3445.222900
	Iteration 4Q: 3 clusters Score -104306.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -104373.273438 Penalty: 3445.222900
	Iteration 5Q: 3 clusters Score -104373.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -104437.726562 Penalty: 3445.222900
	Iteration 6Q: 3 clusters Score -104437.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -104481.250000 Penalty: 3445.222900
	Iteration 7Q: 3 clusters Score -104481.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -104520.609375 Penalty: 3445.222900
	Iteration 8Q: 3 clusters Score -104520.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -104569.640625 Penalty: 3445.222900
	Iteration 9Q: 3 clusters Score -104569.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104627.484375 Penalty: 3445.222900
	Iteration 10Q: 3 clusters Score -104627.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -104687.562500 Penalty: 3445.222900
	Iteration 11Q: 3 clusters Score -104687.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -104788.687500 Penalty: 3445.222900
	Iteration 12Q: 3 clusters Score -104788.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104900.218750 Penalty: 3445.222900
	Iteration 13Q: 3 clusters Score -104900.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -104980.679688 Penalty: 3445.222900
	Iteration 14Q: 3 clusters Score -104980.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -105044.203125 Penalty: 3445.222900
	Iteration 15Q: 3 clusters Score -105044.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -105083.578125 Penalty: 3445.222900
	Iteration 16Q: 3 clusters Score -105083.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -105111.273438 Penalty: 3445.222900
	Iteration 17Q: 3 clusters Score -105111.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105131.203125 Penalty: 3445.222900
	Iteration 18Q: 3 clusters Score -105131.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105146.671875 Penalty: 3445.222900
	Iteration 19Q: 3 clusters Score -105146.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105166.648438 Penalty: 3445.222900
	Iteration 20F: 3 clusters Score -105166.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105206.976562 Penalty: 3445.222900
	Iteration 21Q: 3 clusters Score -105207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -105232.757812 Penalty: 3445.222900
	Iteration 22Q: 3 clusters Score -105232.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -105247.515625 Penalty: 3445.222900
	Iteration 23Q: 3 clusters Score -105247.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -105253.890625 Penalty: 3445.222900
	Iteration 24Q: 3 clusters Score -105253.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105257.968750 Penalty: 3445.222900
	Iteration 25Q: 3 clusters Score -105258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105257.968750 Penalty: 3445.222900
	Iteration 26F: 3 clusters Score -105258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Entering Unmasked Estep 
Score: -513884.562500 Penalty: 2087.069824
	Iteration 0F: 2 clusters Score -513884.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -509613.781250 Penalty: 4174.139648
	Iteration 0F: 3 clusters Score -509613.8 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -510641.218750 Penalty: 4174.139648
	Iteration 1F: 3 clusters Score -510641.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -510835.750000 Penalty: 4174.139648
	Iteration 2F: 3 clusters Score -510835.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -510937.375000 Penalty: 4174.139648
	Iteration 3Q: 3 clusters Score -510937.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -511007.625000 Penalty: 4174.139648
	Iteration 4Q: 3 clusters Score -511007.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -511055.562500 Penalty: 4174.139648
	Iteration 5Q: 3 clusters Score -511055.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -511097.312500 Penalty: 4174.139648
	Iteration 6Q: 3 clusters Score -511097.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -511128.500000 Penalty: 4174.139648
	Iteration 7Q: 3 clusters Score -511128.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -511154.531250 Penalty: 4174.139648
	Iteration 8Q: 3 clusters Score -511154.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -511175.968750 Penalty: 4174.139648
	Iteration 9Q: 3 clusters Score -511176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -511194.406250 Penalty: 4174.139648
	Iteration 10Q: 3 clusters Score -511194.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -511211.812500 Penalty: 4174.139648
	Iteration 11Q: 3 clusters Score -511211.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -511233.593750 Penalty: 4174.139648
	Iteration 12Q: 3 clusters Score -511233.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -511255.031250 Penalty: 4174.139648
	Iteration 13Q: 3 clusters Score -511255 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -511280.781250 Penalty: 4174.139648
	Iteration 14Q: 3 clusters Score -511280.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -511305.750000 Penalty: 4174.139648
	Iteration 15Q: 3 clusters Score -511305.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -511324.625000 Penalty: 4174.139648
	Iteration 16Q: 3 clusters Score -511324.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -511351.906250 Penalty: 4174.139648
	Iteration 17Q: 3 clusters Score -511351.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -511380.875000 Penalty: 4174.139648
	Iteration 18Q: 3 clusters Score -511380.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -511410.156250 Penalty: 4174.139648
	Iteration 19Q: 3 clusters Score -511410.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -511434.781250 Penalty: 4174.139648
	Iteration 20F: 3 clusters Score -511434.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -511457.500000 Penalty: 4174.139648
	Iteration 21Q: 3 clusters Score -511457.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -511483.187500 Penalty: 4174.139648
	Iteration 22Q: 3 clusters Score -511483.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -511516.156250 Penalty: 4174.139648
	Iteration 23Q: 3 clusters Score -511516.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -511549.031250 Penalty: 4174.139648
	Iteration 24Q: 3 clusters Score -511549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -511575.000000 Penalty: 4174.139648
	Iteration 25Q: 3 clusters Score -511575 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -511594.937500 Penalty: 4174.139648
	Iteration 26Q: 3 clusters Score -511594.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -511615.500000 Penalty: 4174.139648
	Iteration 27Q: 3 clusters Score -511615.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -511639.218750 Penalty: 4174.139648
	Iteration 28Q: 3 clusters Score -511639.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -511671.656250 Penalty: 4174.139648
	Iteration 29Q: 3 clusters Score -511671.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -511700.593750 Penalty: 4174.139648
	Iteration 30Q: 3 clusters Score -511700.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -511727.531250 Penalty: 4174.139648
	Iteration 31Q: 3 clusters Score -511727.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -511750.187500 Penalty: 4174.139648
	Iteration 32Q: 3 clusters Score -511750.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -511773.718750 Penalty: 4174.139648
	Iteration 33Q: 3 clusters Score -511773.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -511796.406250 Penalty: 4174.139648
	Iteration 34Q: 3 clusters Score -511796.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -511820.937500 Penalty: 4174.139648
	Iteration 35Q: 3 clusters Score -511820.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -511849.000000 Penalty: 4174.139648
	Iteration 36Q: 3 clusters Score -511849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -511874.125000 Penalty: 4174.139648
	Iteration 37Q: 3 clusters Score -511874.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -511896.593750 Penalty: 4174.139648
	Iteration 38Q: 3 clusters Score -511896.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -511915.656250 Penalty: 4174.139648
	Iteration 39Q: 3 clusters Score -511915.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -511932.875000 Penalty: 4174.139648
	Iteration 40F: 3 clusters Score -511932.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -511950.156250 Penalty: 4174.139648
	Iteration 41Q: 3 clusters Score -511950.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -511962.281250 Penalty: 4174.139648
	Iteration 42Q: 3 clusters Score -511962.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -511973.000000 Penalty: 4174.139648
	Iteration 43Q: 3 clusters Score -511973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -511982.187500 Penalty: 4174.139648
	Iteration 44Q: 3 clusters Score -511982.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -511989.093750 Penalty: 4174.139648
	Iteration 45Q: 3 clusters Score -511989.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -511996.625000 Penalty: 4174.139648
	Iteration 46Q: 3 clusters Score -511996.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -512000.562500 Penalty: 4174.139648
	Iteration 47Q: 3 clusters Score -512000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -512002.687500 Penalty: 4174.139648
	Iteration 48Q: 3 clusters Score -512002.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -512004.968750 Penalty: 4174.139648
	Iteration 49Q: 3 clusters Score -512005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -512007.531250 Penalty: 4174.139648
	Iteration 50Q: 3 clusters Score -512007.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -512011.968750 Penalty: 4174.139648
	Iteration 51Q: 3 clusters Score -512012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -512016.531250 Penalty: 4174.139648
	Iteration 52Q: 3 clusters Score -512016.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -512018.500000 Penalty: 4174.139648
	Iteration 53Q: 3 clusters Score -512018.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -512022.937500 Penalty: 4174.139648
	Iteration 54Q: 3 clusters Score -512022.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -512025.218750 Penalty: 4174.139648
	Iteration 55Q: 3 clusters Score -512025.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -512025.218750 Penalty: 4174.139648
	Iteration 56F: 3 clusters Score -512025.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Entering Unmasked Estep 
Score: -289682.531250 Penalty: 1956.771606
	Iteration 0F: 2 clusters Score -289682.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -286639.562500 Penalty: 3913.543213
	Iteration 0F: 3 clusters Score -286639.6 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -287270.531250 Penalty: 3913.543213
	Iteration 1F: 3 clusters Score -287270.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -287407.718750 Penalty: 3913.543213
	Iteration 2F: 3 clusters Score -287407.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -287484.375000 Penalty: 3913.543213
	Iteration 3Q: 3 clusters Score -287484.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -287542.281250 Penalty: 3913.543213
	Iteration 4Q: 3 clusters Score -287542.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -287582.812500 Penalty: 3913.543213
	Iteration 5Q: 3 clusters Score -287582.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -287610.031250 Penalty: 3913.543213
	Iteration 6Q: 3 clusters Score -287610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -287642.281250 Penalty: 3913.543213
	Iteration 7Q: 3 clusters Score -287642.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -287670.843750 Penalty: 3913.543213
	Iteration 8Q: 3 clusters Score -287670.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -287696.593750 Penalty: 3913.543213
	Iteration 9Q: 3 clusters Score -287696.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -287736.781250 Penalty: 3913.543213
	Iteration 10Q: 3 clusters Score -287736.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -287780.250000 Penalty: 3913.543213
	Iteration 11Q: 3 clusters Score -287780.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -287829.125000 Penalty: 3913.543213
	Iteration 12Q: 3 clusters Score -287829.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -287886.281250 Penalty: 3913.543213
	Iteration 13Q: 3 clusters Score -287886.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -287969.687500 Penalty: 3913.543213
	Iteration 14Q: 3 clusters Score -287969.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -288055.812500 Penalty: 3913.543213
	Iteration 15Q: 3 clusters Score -288055.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -288146.093750 Penalty: 3913.543213
	Iteration 16Q: 3 clusters Score -288146.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -288220.656250 Penalty: 3913.543213
	Iteration 17Q: 3 clusters Score -288220.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -288284.250000 Penalty: 3913.543213
	Iteration 18Q: 3 clusters Score -288284.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -288339.468750 Penalty: 3913.543213
	Iteration 19Q: 3 clusters Score -288339.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -288399.000000 Penalty: 3913.543213
	Iteration 20F: 3 clusters Score -288399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -288451.718750 Penalty: 3913.543213
	Iteration 21Q: 3 clusters Score -288451.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -288482.687500 Penalty: 3913.543213
	Iteration 22Q: 3 clusters Score -288482.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -288507.718750 Penalty: 3913.543213
	Iteration 23Q: 3 clusters Score -288507.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -288530.343750 Penalty: 3913.543213
	Iteration 24Q: 3 clusters Score -288530.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -288549.531250 Penalty: 3913.543213
	Iteration 25Q: 3 clusters Score -288549.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -288562.000000 Penalty: 3913.543213
	Iteration 26Q: 3 clusters Score -288562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -288571.812500 Penalty: 3913.543213
	Iteration 27Q: 3 clusters Score -288571.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -288576.062500 Penalty: 3913.543213
	Iteration 28Q: 3 clusters Score -288576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -288579.718750 Penalty: 3913.543213
	Iteration 29Q: 3 clusters Score -288579.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -288580.156250 Penalty: 3913.543213
	Iteration 30Q: 3 clusters Score -288580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -288582.062500 Penalty: 3913.543213
	Iteration 31Q: 3 clusters Score -288582.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -288583.343750 Penalty: 3913.543213
	Iteration 32Q: 3 clusters Score -288583.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -288583.781250 Penalty: 3913.543213
	Iteration 33Q: 3 clusters Score -288583.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -288583.906250 Penalty: 3913.543213
	Iteration 34Q: 3 clusters Score -288583.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -288583.906250 Penalty: 3913.543213
	Iteration 35F: 3 clusters Score -288583.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (56462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Entering Unmasked Estep 
Score: -6935106.000000 Penalty: 2713.448242
	Iteration 0F: 2 clusters Score -6935106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -6897333.500000 Penalty: 5426.896484
	Iteration 0F: 3 clusters Score -6897334 nChanged 26087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -6911838.500000 Penalty: 5426.896484
	Iteration 1F: 3 clusters Score -6911838 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -6912462.500000 Penalty: 5426.896484
	Iteration 2Q: 3 clusters Score -6912462 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -6913141.000000 Penalty: 5426.896484
	Iteration 3Q: 3 clusters Score -6913141 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -6913972.500000 Penalty: 5426.896484
	Iteration 4Q: 3 clusters Score -6913972 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -6915040.000000 Penalty: 5426.896484
	Iteration 5Q: 3 clusters Score -6915040 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -6916331.500000 Penalty: 5426.896484
	Iteration 6Q: 3 clusters Score -6916332 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -6917921.500000 Penalty: 5426.896484
	Iteration 7Q: 3 clusters Score -6917922 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -6919790.500000 Penalty: 5426.896484
	Iteration 8Q: 3 clusters Score -6919790 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -6921899.000000 Penalty: 5426.896484
	Iteration 9F: 3 clusters Score -6921899 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -6924000.500000 Penalty: 5426.896484
	Iteration 10F: 3 clusters Score -6924000 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -6925790.500000 Penalty: 5426.896484
	Iteration 11Q: 3 clusters Score -6925790 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -6927052.000000 Penalty: 5426.896484
	Iteration 12Q: 3 clusters Score -6927052 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -6927655.500000 Penalty: 5426.896484
	Iteration 13Q: 3 clusters Score -6927656 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -6927990.500000 Penalty: 5426.896484
	Iteration 14Q: 3 clusters Score -6927990 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -6928206.000000 Penalty: 5426.896484
	Iteration 15Q: 3 clusters Score -6928206 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -6928359.500000 Penalty: 5426.896484
	Iteration 16Q: 3 clusters Score -6928360 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -6928506.000000 Penalty: 5426.896484
	Iteration 17Q: 3 clusters Score -6928506 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -6928614.000000 Penalty: 5426.896484
	Iteration 18Q: 3 clusters Score -6928614 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -6928730.000000 Penalty: 5426.896484
	Iteration 19Q: 3 clusters Score -6928730 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -6928836.500000 Penalty: 5426.896484
	Iteration 20F: 3 clusters Score -6928836 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -6928972.500000 Penalty: 5426.896484
	Iteration 21Q: 3 clusters Score -6928972 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -6929132.500000 Penalty: 5426.896484
	Iteration 22Q: 3 clusters Score -6929132 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -6929269.500000 Penalty: 5426.896484
	Iteration 23Q: 3 clusters Score -6929270 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -6929396.500000 Penalty: 5426.896484
	Iteration 24Q: 3 clusters Score -6929396 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -6929538.000000 Penalty: 5426.896484
	Iteration 25Q: 3 clusters Score -6929538 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -6929665.000000 Penalty: 5426.896484
	Iteration 26Q: 3 clusters Score -6929665 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -6929769.000000 Penalty: 5426.896484
	Iteration 27Q: 3 clusters Score -6929769 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -6929850.500000 Penalty: 5426.896484
	Iteration 28Q: 3 clusters Score -6929850 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -6929923.500000 Penalty: 5426.896484
	Iteration 29Q: 3 clusters Score -6929924 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -6930040.000000 Penalty: 5426.896484
	Iteration 30Q: 3 clusters Score -6930040 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -6930129.500000 Penalty: 5426.896484
	Iteration 31Q: 3 clusters Score -6930130 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -6930182.500000 Penalty: 5426.896484
	Iteration 32Q: 3 clusters Score -6930182 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -6930286.000000 Penalty: 5426.896484
	Iteration 33Q: 3 clusters Score -6930286 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -6930387.000000 Penalty: 5426.896484
	Iteration 34Q: 3 clusters Score -6930387 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -6930476.000000 Penalty: 5426.896484
	Iteration 35Q: 3 clusters Score -6930476 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -6930568.500000 Penalty: 5426.896484
	Iteration 36Q: 3 clusters Score -6930568 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -6930684.500000 Penalty: 5426.896484
	Iteration 37Q: 3 clusters Score -6930684 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -6930829.000000 Penalty: 5426.896484
	Iteration 38Q: 3 clusters Score -6930829 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -6930936.000000 Penalty: 5426.896484
	Iteration 39Q: 3 clusters Score -6930936 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -6931082.500000 Penalty: 5426.896484
	Iteration 40F: 3 clusters Score -6931082 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -6931176.000000 Penalty: 5426.896484
	Iteration 41Q: 3 clusters Score -6931176 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -6931287.000000 Penalty: 5426.896484
	Iteration 42Q: 3 clusters Score -6931287 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -6931372.000000 Penalty: 5426.896484
	Iteration 43Q: 3 clusters Score -6931372 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -6931477.500000 Penalty: 5426.896484
	Iteration 44Q: 3 clusters Score -6931478 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -6931592.500000 Penalty: 5426.896484
	Iteration 45Q: 3 clusters Score -6931592 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -6931723.000000 Penalty: 5426.896484
	Iteration 46Q: 3 clusters Score -6931723 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -6931838.000000 Penalty: 5426.896484
	Iteration 47Q: 3 clusters Score -6931838 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 53559 members 
Entering Unmasked Estep 
Score: -6931954.500000 Penalty: 5426.896484
	Iteration 48Q: 3 clusters Score -6931954 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -6932056.000000 Penalty: 5426.896484
	Iteration 49Q: 3 clusters Score -6932056 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -6932121.500000 Penalty: 5426.896484
	Iteration 50Q: 3 clusters Score -6932122 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 54223 members 
Entering Unmasked Estep 
Score: -6932199.000000 Penalty: 5426.896484
	Iteration 51Q: 3 clusters Score -6932199 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -6932274.500000 Penalty: 5426.896484
	Iteration 52Q: 3 clusters Score -6932274 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 54542 members 
Entering Unmasked Estep 
Score: -6932337.500000 Penalty: 5426.896484
	Iteration 53Q: 3 clusters Score -6932338 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -6932386.000000 Penalty: 5426.896484
	Iteration 54Q: 3 clusters Score -6932386 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -6932453.000000 Penalty: 5426.896484
	Iteration 55Q: 3 clusters Score -6932453 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 54892 members 
Entering Unmasked Estep 
Score: -6932505.000000 Penalty: 5426.896484
	Iteration 56Q: 3 clusters Score -6932505 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -6932559.000000 Penalty: 5426.896484
	Iteration 57Q: 3 clusters Score -6932559 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -6932600.000000 Penalty: 5426.896484
	Iteration 58Q: 3 clusters Score -6932600 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -6932612.000000 Penalty: 5426.896484
	Iteration 59Q: 3 clusters Score -6932612 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -6932644.000000 Penalty: 5426.896484
	Iteration 60F: 3 clusters Score -6932644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -6932681.000000 Penalty: 5426.896484
	Iteration 61Q: 3 clusters Score -6932681 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -6932688.000000 Penalty: 5426.896484
	Iteration 62Q: 3 clusters Score -6932688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -6932707.500000 Penalty: 5426.896484
	Iteration 63Q: 3 clusters Score -6932708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -6932717.500000 Penalty: 5426.896484
	Iteration 64Q: 3 clusters Score -6932718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -6932716.000000 Penalty: 5426.896484
	Iteration 65Q: 3 clusters Score -6932716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -6932725.500000 Penalty: 5426.896484
	Iteration 66Q: 3 clusters Score -6932726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -6932736.500000 Penalty: 5426.896484
	Iteration 67Q: 3 clusters Score -6932736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 55353 members 
Entering Unmasked Estep 
Score: -6932740.500000 Penalty: 5426.896484
	Iteration 68Q: 3 clusters Score -6932740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 55372 members 
Entering Unmasked Estep 
Score: -6932749.000000 Penalty: 5426.896484
	Iteration 69Q: 3 clusters Score -6932749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -6932752.500000 Penalty: 5426.896484
	Iteration 70Q: 3 clusters Score -6932752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -6932760.500000 Penalty: 5426.896484
	Iteration 71Q: 3 clusters Score -6932760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -6932766.500000 Penalty: 5426.896484
	Iteration 72Q: 3 clusters Score -6932766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -6932783.000000 Penalty: 5426.896484
	Iteration 73Q: 3 clusters Score -6932783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -6932788.000000 Penalty: 5426.896484
	Iteration 74Q: 3 clusters Score -6932788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -6932795.000000 Penalty: 5426.896484
	Iteration 75Q: 3 clusters Score -6932795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 55465 members 
Entering Unmasked Estep 
Score: -6932797.000000 Penalty: 5426.896484
	Iteration 76Q: 3 clusters Score -6932797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -6932807.500000 Penalty: 5426.896484
	Iteration 77Q: 3 clusters Score -6932808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -6932805.500000 Penalty: 5426.896484
	Iteration 78Q: 3 clusters Score -6932806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -6932803.500000 Penalty: 5426.896484
	Iteration 79Q: 3 clusters Score -6932804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -6932806.500000 Penalty: 5426.896484
	Iteration 80F: 3 clusters Score -6932806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -6932808.000000 Penalty: 5426.896484
	Iteration 81Q: 3 clusters Score -6932808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -6932806.500000 Penalty: 5426.896484
	Iteration 82Q: 3 clusters Score -6932806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -6932822.000000 Penalty: 5426.896484
	Iteration 83Q: 3 clusters Score -6932822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -6932825.500000 Penalty: 5426.896484
	Iteration 84Q: 3 clusters Score -6932826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -6932827.000000 Penalty: 5426.896484
	Iteration 85Q: 3 clusters Score -6932827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -6932829.500000 Penalty: 5426.896484
	Iteration 86Q: 3 clusters Score -6932830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -6932828.500000 Penalty: 5426.896484
	Iteration 87Q: 3 clusters Score -6932828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -6932835.500000 Penalty: 5426.896484
	Iteration 88Q: 3 clusters Score -6932836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -6932836.000000 Penalty: 5426.896484
	Iteration 89Q: 3 clusters Score -6932836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -6932838.500000 Penalty: 5426.896484
	Iteration 90Q: 3 clusters Score -6932838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -6932843.500000 Penalty: 5426.896484
	Iteration 91Q: 3 clusters Score -6932844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -6932844.500000 Penalty: 5426.896484
	Iteration 92Q: 3 clusters Score -6932844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -6932848.000000 Penalty: 5426.896484
	Iteration 93Q: 3 clusters Score -6932848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -6932853.000000 Penalty: 5426.896484
	Iteration 94Q: 3 clusters Score -6932853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -6932861.500000 Penalty: 5426.896484
	Iteration 95Q: 3 clusters Score -6932862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -6932864.000000 Penalty: 5426.896484
	Iteration 96Q: 3 clusters Score -6932864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
Score: -6932864.000000 Penalty: 5426.896484
	Iteration 97Q: 3 clusters Score -6932864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -6932871.000000 Penalty: 5426.896484
	Iteration 98Q: 3 clusters Score -6932871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -6932872.500000 Penalty: 5426.896484
	Iteration 99Q: 3 clusters Score -6932872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -6932872.000000 Penalty: 5426.896484
	Iteration 100F: 3 clusters Score -6932872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -6932876.500000 Penalty: 5426.896484
	Iteration 101Q: 3 clusters Score -6932876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -6932876.500000 Penalty: 5426.896484
	Iteration 102F: 3 clusters Score -6932876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26979.568359 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26979.57 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 158 members 
Entering Unmasked Estep 
Score: -25705.322266 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25705.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25815.998047 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -25816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25861.154297 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -25861.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25885.089844 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -25885.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25892.880859 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -25892.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25892.880859 Penalty: 2838.898193
	Iteration 5F: 3 clusters Score -25892.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (204136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204136 members 
Entering Unmasked Estep 
Score: -24775156.000000 Penalty: 3032.182373
	Iteration 0F: 2 clusters Score -2.477516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102246 members 
Mstep: Class 2 contains 101890 members 
Entering Unmasked Estep 
Score: -24642820.000000 Penalty: 6064.364746
	Iteration 0F: 3 clusters Score -2.464282e+07 nChanged 98166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102768 members 
Mstep: Class 2 contains 101368 members 
Entering Unmasked Estep 
Score: -24700586.000000 Penalty: 6064.364746
	Iteration 1F: 3 clusters Score -2.470059e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103308 members 
Mstep: Class 2 contains 100828 members 
Entering Unmasked Estep 
Score: -24702074.000000 Penalty: 6064.364746
	Iteration 2Q: 3 clusters Score -2.470207e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104123 members 
Mstep: Class 2 contains 100013 members 
Entering Unmasked Estep 
Score: -24703852.000000 Penalty: 6064.364746
	Iteration 3Q: 3 clusters Score -2.470385e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105367 members 
Mstep: Class 2 contains 98769 members 
Entering Unmasked Estep 
Score: -24705750.000000 Penalty: 6064.364746
	Iteration 4Q: 3 clusters Score -2.470575e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106988 members 
Mstep: Class 2 contains 97148 members 
Entering Unmasked Estep 
Score: -24707866.000000 Penalty: 6064.364746
	Iteration 5Q: 3 clusters Score -2.470787e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109084 members 
Mstep: Class 2 contains 95052 members 
Entering Unmasked Estep 
Score: -24710440.000000 Penalty: 6064.364746
	Iteration 6Q: 3 clusters Score -2.471044e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111781 members 
Mstep: Class 2 contains 92355 members 
Entering Unmasked Estep 
Score: -24713602.000000 Penalty: 6064.364746
	Iteration 7Q: 3 clusters Score -2.47136e+07 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115230 members 
Mstep: Class 2 contains 88906 members 
Entering Unmasked Estep 
Score: -24718004.000000 Penalty: 6064.364746
	Iteration 8Q: 3 clusters Score -2.4718e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119390 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
Score: -24723538.000000 Penalty: 6064.364746
	Iteration 9F: 3 clusters Score -2.472354e+07 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124162 members 
Mstep: Class 2 contains 79974 members 
Entering Unmasked Estep 
Score: -24730510.000000 Penalty: 6064.364746
	Iteration 10F: 3 clusters Score -2.473051e+07 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128719 members 
Mstep: Class 2 contains 75417 members 
Entering Unmasked Estep 
Score: -24737808.000000 Penalty: 6064.364746
	Iteration 11F: 3 clusters Score -2.473781e+07 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132223 members 
Mstep: Class 2 contains 71913 members 
Entering Unmasked Estep 
Score: -24743850.000000 Penalty: 6064.364746
	Iteration 12F: 3 clusters Score -2.474385e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134687 members 
Mstep: Class 2 contains 69449 members 
Entering Unmasked Estep 
Score: -24747342.000000 Penalty: 6064.364746
	Iteration 13Q: 3 clusters Score -2.474734e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136875 members 
Mstep: Class 2 contains 67261 members 
Entering Unmasked Estep 
Score: -24749168.000000 Penalty: 6064.364746
	Iteration 14Q: 3 clusters Score -2.474917e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139008 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -24750088.000000 Penalty: 6064.364746
	Iteration 15Q: 3 clusters Score -2.475009e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141224 members 
Mstep: Class 2 contains 62912 members 
Entering Unmasked Estep 
Score: -24750904.000000 Penalty: 6064.364746
	Iteration 16Q: 3 clusters Score -2.47509e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143535 members 
Mstep: Class 2 contains 60601 members 
Entering Unmasked Estep 
Score: -24751402.000000 Penalty: 6064.364746
	Iteration 17Q: 3 clusters Score -2.47514e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145858 members 
Mstep: Class 2 contains 58278 members 
Entering Unmasked Estep 
Score: -24752024.000000 Penalty: 6064.364746
	Iteration 18Q: 3 clusters Score -2.475202e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148382 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -24752894.000000 Penalty: 6064.364746
	Iteration 19Q: 3 clusters Score -2.475289e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151046 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -24753514.000000 Penalty: 6064.364746
	Iteration 20F: 3 clusters Score -2.475351e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153828 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -24754160.000000 Penalty: 6064.364746
	Iteration 21Q: 3 clusters Score -2.475416e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156728 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -24754866.000000 Penalty: 6064.364746
	Iteration 22Q: 3 clusters Score -2.475487e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159692 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -24755688.000000 Penalty: 6064.364746
	Iteration 23Q: 3 clusters Score -2.475569e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162640 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -24756586.000000 Penalty: 6064.364746
	Iteration 24Q: 3 clusters Score -2.475659e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165622 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -24757522.000000 Penalty: 6064.364746
	Iteration 25Q: 3 clusters Score -2.475752e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168515 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -24758548.000000 Penalty: 6064.364746
	Iteration 26Q: 3 clusters Score -2.475855e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171316 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -24759612.000000 Penalty: 6064.364746
	Iteration 27Q: 3 clusters Score -2.475961e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174131 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -24760706.000000 Penalty: 6064.364746
	Iteration 28Q: 3 clusters Score -2.476071e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176878 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -24761772.000000 Penalty: 6064.364746
	Iteration 29Q: 3 clusters Score -2.476177e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179550 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -24762778.000000 Penalty: 6064.364746
	Iteration 30Q: 3 clusters Score -2.476278e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182069 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -24763784.000000 Penalty: 6064.364746
	Iteration 31Q: 3 clusters Score -2.476378e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184438 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -24764866.000000 Penalty: 6064.364746
	Iteration 32Q: 3 clusters Score -2.476487e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186621 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -24765890.000000 Penalty: 6064.364746
	Iteration 33Q: 3 clusters Score -2.476589e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188675 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -24766860.000000 Penalty: 6064.364746
	Iteration 34Q: 3 clusters Score -2.476686e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190514 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -24767648.000000 Penalty: 6064.364746
	Iteration 35Q: 3 clusters Score -2.476765e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192220 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -24768444.000000 Penalty: 6064.364746
	Iteration 36Q: 3 clusters Score -2.476844e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193777 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -24769154.000000 Penalty: 6064.364746
	Iteration 37Q: 3 clusters Score -2.476915e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195198 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -24769718.000000 Penalty: 6064.364746
	Iteration 38Q: 3 clusters Score -2.476972e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196428 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -24770150.000000 Penalty: 6064.364746
	Iteration 39Q: 3 clusters Score -2.477015e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197502 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -24770686.000000 Penalty: 6064.364746
	Iteration 40F: 3 clusters Score -2.477069e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198436 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -24771240.000000 Penalty: 6064.364746
	Iteration 41Q: 3 clusters Score -2.477124e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199156 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -24771574.000000 Penalty: 6064.364746
	Iteration 42Q: 3 clusters Score -2.477157e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199765 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -24771868.000000 Penalty: 6064.364746
	Iteration 43Q: 3 clusters Score -2.477187e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200170 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -24772042.000000 Penalty: 6064.364746
	Iteration 44Q: 3 clusters Score -2.477204e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200478 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -24772228.000000 Penalty: 6064.364746
	Iteration 45Q: 3 clusters Score -2.477223e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200741 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -24772354.000000 Penalty: 6064.364746
	Iteration 46Q: 3 clusters Score -2.477235e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200950 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -24772430.000000 Penalty: 6064.364746
	Iteration 47Q: 3 clusters Score -2.477243e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201120 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -24772472.000000 Penalty: 6064.364746
	Iteration 48Q: 3 clusters Score -2.477247e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201280 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -24772544.000000 Penalty: 6064.364746
	Iteration 49Q: 3 clusters Score -2.477254e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201413 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -24772590.000000 Penalty: 6064.364746
	Iteration 50Q: 3 clusters Score -2.477259e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201541 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -24772674.000000 Penalty: 6064.364746
	Iteration 51Q: 3 clusters Score -2.477267e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201647 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -24772692.000000 Penalty: 6064.364746
	Iteration 52Q: 3 clusters Score -2.477269e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201725 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -24772714.000000 Penalty: 6064.364746
	Iteration 53Q: 3 clusters Score -2.477271e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201792 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -24772758.000000 Penalty: 6064.364746
	Iteration 54Q: 3 clusters Score -2.477276e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201853 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -24772736.000000 Penalty: 6064.364746
	Iteration 55Q: 3 clusters Score -2.477274e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201908 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -24772780.000000 Penalty: 6064.364746
	Iteration 56Q: 3 clusters Score -2.477278e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201951 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -24772782.000000 Penalty: 6064.364746
	Iteration 57Q: 3 clusters Score -2.477278e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201983 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -24772774.000000 Penalty: 6064.364746
	Iteration 58Q: 3 clusters Score -2.477277e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202011 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -24772784.000000 Penalty: 6064.364746
	Iteration 59Q: 3 clusters Score -2.477278e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202029 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -24772800.000000 Penalty: 6064.364746
	Iteration 60F: 3 clusters Score -2.47728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202050 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -24772790.000000 Penalty: 6064.364746
	Iteration 61Q: 3 clusters Score -2.477279e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202074 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -24772824.000000 Penalty: 6064.364746
	Iteration 62Q: 3 clusters Score -2.477282e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202095 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -24772838.000000 Penalty: 6064.364746
	Iteration 63Q: 3 clusters Score -2.477284e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202120 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -24772860.000000 Penalty: 6064.364746
	Iteration 64Q: 3 clusters Score -2.477286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202133 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -24772864.000000 Penalty: 6064.364746
	Iteration 65Q: 3 clusters Score -2.477286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202146 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -24772842.000000 Penalty: 6064.364746
	Iteration 66Q: 3 clusters Score -2.477284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202156 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -24772860.000000 Penalty: 6064.364746
	Iteration 67Q: 3 clusters Score -2.477286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202167 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -24772838.000000 Penalty: 6064.364746
	Iteration 68Q: 3 clusters Score -2.477284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202178 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -24772848.000000 Penalty: 6064.364746
	Iteration 69Q: 3 clusters Score -2.477285e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202199 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -24772876.000000 Penalty: 6064.364746
	Iteration 70Q: 3 clusters Score -2.477288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202219 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -24772878.000000 Penalty: 6064.364746
	Iteration 71Q: 3 clusters Score -2.477288e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202242 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -24772862.000000 Penalty: 6064.364746
	Iteration 72Q: 3 clusters Score -2.477286e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202262 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -24772870.000000 Penalty: 6064.364746
	Iteration 73Q: 3 clusters Score -2.477287e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202290 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -24772874.000000 Penalty: 6064.364746
	Iteration 74Q: 3 clusters Score -2.477287e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202312 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -24772862.000000 Penalty: 6064.364746
	Iteration 75Q: 3 clusters Score -2.477286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202321 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -24772888.000000 Penalty: 6064.364746
	Iteration 76Q: 3 clusters Score -2.477289e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202335 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -24772884.000000 Penalty: 6064.364746
	Iteration 77Q: 3 clusters Score -2.477288e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202350 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -24772914.000000 Penalty: 6064.364746
	Iteration 78Q: 3 clusters Score -2.477291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202360 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -24772906.000000 Penalty: 6064.364746
	Iteration 79Q: 3 clusters Score -2.477291e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202370 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -24772918.000000 Penalty: 6064.364746
	Iteration 80F: 3 clusters Score -2.477292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202375 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -24772910.000000 Penalty: 6064.364746
	Iteration 81Q: 3 clusters Score -2.477291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202385 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -24772908.000000 Penalty: 6064.364746
	Iteration 82Q: 3 clusters Score -2.477291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202392 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -24772908.000000 Penalty: 6064.364746
	Iteration 83Q: 3 clusters Score -2.477291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202397 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -24772884.000000 Penalty: 6064.364746
	Iteration 84Q: 3 clusters Score -2.477288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202399 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -24772892.000000 Penalty: 6064.364746
	Iteration 85Q: 3 clusters Score -2.477289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202402 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -24772894.000000 Penalty: 6064.364746
	Iteration 86Q: 3 clusters Score -2.477289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202404 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -24772906.000000 Penalty: 6064.364746
	Iteration 87Q: 3 clusters Score -2.477291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202406 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -24772914.000000 Penalty: 6064.364746
	Iteration 88Q: 3 clusters Score -2.477291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202407 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -24772900.000000 Penalty: 6064.364746
	Iteration 89Q: 3 clusters Score -2.47729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202410 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -24772898.000000 Penalty: 6064.364746
	Iteration 90Q: 3 clusters Score -2.47729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202420 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -24772902.000000 Penalty: 6064.364746
	Iteration 91Q: 3 clusters Score -2.47729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202429 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -24772902.000000 Penalty: 6064.364746
	Iteration 92Q: 3 clusters Score -2.47729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202433 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -24772908.000000 Penalty: 6064.364746
	Iteration 93Q: 3 clusters Score -2.477291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202434 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -24772904.000000 Penalty: 6064.364746
	Iteration 94Q: 3 clusters Score -2.47729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202437 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -24772906.000000 Penalty: 6064.364746
	Iteration 95Q: 3 clusters Score -2.477291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202439 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -24772912.000000 Penalty: 6064.364746
	Iteration 96Q: 3 clusters Score -2.477291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202440 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -24772914.000000 Penalty: 6064.364746
	Iteration 97Q: 3 clusters Score -2.477291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202440 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -24772914.000000 Penalty: 6064.364746
	Iteration 98F: 3 clusters Score -2.477291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Entering Unmasked Estep 
Score: -5708133.500000 Penalty: 2674.864990
	Iteration 0F: 2 clusters Score -5708134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -5675465.000000 Penalty: 5349.729980
	Iteration 0F: 3 clusters Score -5675465 nChanged 22277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -5687797.000000 Penalty: 5349.729980
	Iteration 1F: 3 clusters Score -5687797 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -5688366.000000 Penalty: 5349.729980
	Iteration 2Q: 3 clusters Score -5688366 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -5688915.500000 Penalty: 5349.729980
	Iteration 3Q: 3 clusters Score -5688916 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -5689598.500000 Penalty: 5349.729980
	Iteration 4Q: 3 clusters Score -5689598 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -5690514.500000 Penalty: 5349.729980
	Iteration 5Q: 3 clusters Score -5690514 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -5691897.000000 Penalty: 5349.729980
	Iteration 6Q: 3 clusters Score -5691897 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -5693912.000000 Penalty: 5349.729980
	Iteration 7F: 3 clusters Score -5693912 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -5696497.500000 Penalty: 5349.729980
	Iteration 8F: 3 clusters Score -5696498 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -5699235.500000 Penalty: 5349.729980
	Iteration 9F: 3 clusters Score -5699236 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -5701722.000000 Penalty: 5349.729980
	Iteration 10F: 3 clusters Score -5701722 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -5703448.000000 Penalty: 5349.729980
	Iteration 11Q: 3 clusters Score -5703448 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5704448.000000 Penalty: 5349.729980
	Iteration 12Q: 3 clusters Score -5704448 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5704957.500000 Penalty: 5349.729980
	Iteration 13Q: 3 clusters Score -5704958 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5705292.500000 Penalty: 5349.729980
	Iteration 14Q: 3 clusters Score -5705292 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5705450.500000 Penalty: 5349.729980
	Iteration 15Q: 3 clusters Score -5705450 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5705593.000000 Penalty: 5349.729980
	Iteration 16Q: 3 clusters Score -5705593 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5705646.500000 Penalty: 5349.729980
	Iteration 17Q: 3 clusters Score -5705646 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5705698.500000 Penalty: 5349.729980
	Iteration 18Q: 3 clusters Score -5705698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5705726.000000 Penalty: 5349.729980
	Iteration 19Q: 3 clusters Score -5705726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5705749.000000 Penalty: 5349.729980
	Iteration 20F: 3 clusters Score -5705749 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5705780.000000 Penalty: 5349.729980
	Iteration 21Q: 3 clusters Score -5705780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5705795.000000 Penalty: 5349.729980
	Iteration 22Q: 3 clusters Score -5705795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5705822.000000 Penalty: 5349.729980
	Iteration 23Q: 3 clusters Score -5705822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5705847.500000 Penalty: 5349.729980
	Iteration 24Q: 3 clusters Score -5705848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5705858.000000 Penalty: 5349.729980
	Iteration 25Q: 3 clusters Score -5705858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5705870.500000 Penalty: 5349.729980
	Iteration 26Q: 3 clusters Score -5705870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5705881.000000 Penalty: 5349.729980
	Iteration 27Q: 3 clusters Score -5705881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5705891.000000 Penalty: 5349.729980
	Iteration 28Q: 3 clusters Score -5705891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5705910.500000 Penalty: 5349.729980
	Iteration 29Q: 3 clusters Score -5705910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5705910.000000 Penalty: 5349.729980
	Iteration 30Q: 3 clusters Score -5705910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5705917.000000 Penalty: 5349.729980
	Iteration 31Q: 3 clusters Score -5705917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5705912.000000 Penalty: 5349.729980
	Iteration 32Q: 3 clusters Score -5705912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5705916.000000 Penalty: 5349.729980
	Iteration 33Q: 3 clusters Score -5705916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5705914.500000 Penalty: 5349.729980
	Iteration 34Q: 3 clusters Score -5705914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5705919.500000 Penalty: 5349.729980
	Iteration 35Q: 3 clusters Score -5705920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5705919.500000 Penalty: 5349.729980
	Iteration 36F: 3 clusters Score -5705920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -461460.218750 Penalty: 2055.681152
	Iteration 0F: 2 clusters Score -461460.2 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 1947 members 
Entering Unmasked Estep 
Score: -457591.625000 Penalty: 4111.362305
	Iteration 0F: 3 clusters Score -457591.6 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -458455.218750 Penalty: 4111.362305
	Iteration 1F: 3 clusters Score -458455.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -458697.781250 Penalty: 4111.362305
	Iteration 2F: 3 clusters Score -458697.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -458879.875000 Penalty: 4111.362305
	Iteration 3F: 3 clusters Score -458879.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -459042.500000 Penalty: 4111.362305
	Iteration 4F: 3 clusters Score -459042.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -459168.093750 Penalty: 4111.362305
	Iteration 5Q: 3 clusters Score -459168.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -459271.000000 Penalty: 4111.362305
	Iteration 6Q: 3 clusters Score -459271 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -459343.656250 Penalty: 4111.362305
	Iteration 7Q: 3 clusters Score -459343.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -459406.656250 Penalty: 4111.362305
	Iteration 8Q: 3 clusters Score -459406.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -459463.187500 Penalty: 4111.362305
	Iteration 9Q: 3 clusters Score -459463.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -459502.656250 Penalty: 4111.362305
	Iteration 10Q: 3 clusters Score -459502.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -459531.500000 Penalty: 4111.362305
	Iteration 11Q: 3 clusters Score -459531.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -459557.562500 Penalty: 4111.362305
	Iteration 12Q: 3 clusters Score -459557.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -459585.468750 Penalty: 4111.362305
	Iteration 13Q: 3 clusters Score -459585.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -459610.218750 Penalty: 4111.362305
	Iteration 14Q: 3 clusters Score -459610.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -459631.437500 Penalty: 4111.362305
	Iteration 15Q: 3 clusters Score -459631.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -459644.281250 Penalty: 4111.362305
	Iteration 16Q: 3 clusters Score -459644.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -459656.906250 Penalty: 4111.362305
	Iteration 17Q: 3 clusters Score -459656.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -459667.343750 Penalty: 4111.362305
	Iteration 18Q: 3 clusters Score -459667.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -459685.000000 Penalty: 4111.362305
	Iteration 19Q: 3 clusters Score -459685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -459708.312500 Penalty: 4111.362305
	Iteration 20F: 3 clusters Score -459708.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -459724.531250 Penalty: 4111.362305
	Iteration 21Q: 3 clusters Score -459724.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -459743.281250 Penalty: 4111.362305
	Iteration 22Q: 3 clusters Score -459743.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -459759.250000 Penalty: 4111.362305
	Iteration 23Q: 3 clusters Score -459759.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -459774.843750 Penalty: 4111.362305
	Iteration 24Q: 3 clusters Score -459774.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -459791.843750 Penalty: 4111.362305
	Iteration 25Q: 3 clusters Score -459791.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -459803.906250 Penalty: 4111.362305
	Iteration 26Q: 3 clusters Score -459803.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -459815.250000 Penalty: 4111.362305
	Iteration 27Q: 3 clusters Score -459815.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -459829.218750 Penalty: 4111.362305
	Iteration 28Q: 3 clusters Score -459829.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -459841.125000 Penalty: 4111.362305
	Iteration 29Q: 3 clusters Score -459841.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -459849.968750 Penalty: 4111.362305
	Iteration 30Q: 3 clusters Score -459850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -459854.156250 Penalty: 4111.362305
	Iteration 31Q: 3 clusters Score -459854.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -459862.156250 Penalty: 4111.362305
	Iteration 32Q: 3 clusters Score -459862.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -459871.125000 Penalty: 4111.362305
	Iteration 33Q: 3 clusters Score -459871.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -459886.156250 Penalty: 4111.362305
	Iteration 34Q: 3 clusters Score -459886.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -459902.125000 Penalty: 4111.362305
	Iteration 35Q: 3 clusters Score -459902.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -459917.156250 Penalty: 4111.362305
	Iteration 36Q: 3 clusters Score -459917.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -459927.593750 Penalty: 4111.362305
	Iteration 37Q: 3 clusters Score -459927.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -459939.312500 Penalty: 4111.362305
	Iteration 38Q: 3 clusters Score -459939.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -459948.312500 Penalty: 4111.362305
	Iteration 39Q: 3 clusters Score -459948.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -459953.437500 Penalty: 4111.362305
	Iteration 40F: 3 clusters Score -459953.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -459962.750000 Penalty: 4111.362305
	Iteration 41Q: 3 clusters Score -459962.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -459967.250000 Penalty: 4111.362305
	Iteration 42Q: 3 clusters Score -459967.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -459971.250000 Penalty: 4111.362305
	Iteration 43Q: 3 clusters Score -459971.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -459973.000000 Penalty: 4111.362305
	Iteration 44Q: 3 clusters Score -459973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -459975.562500 Penalty: 4111.362305
	Iteration 45Q: 3 clusters Score -459975.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -459976.656250 Penalty: 4111.362305
	Iteration 46Q: 3 clusters Score -459976.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -459979.531250 Penalty: 4111.362305
	Iteration 47Q: 3 clusters Score -459979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -459980.531250 Penalty: 4111.362305
	Iteration 48Q: 3 clusters Score -459980.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -459982.031250 Penalty: 4111.362305
	Iteration 49Q: 3 clusters Score -459982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -459982.125000 Penalty: 4111.362305
	Iteration 50Q: 3 clusters Score -459982.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -459985.875000 Penalty: 4111.362305
	Iteration 51Q: 3 clusters Score -459985.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -459990.375000 Penalty: 4111.362305
	Iteration 52Q: 3 clusters Score -459990.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -459994.281250 Penalty: 4111.362305
	Iteration 53Q: 3 clusters Score -459994.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -459994.718750 Penalty: 4111.362305
	Iteration 54Q: 3 clusters Score -459994.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -459996.125000 Penalty: 4111.362305
	Iteration 55Q: 3 clusters Score -459996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -459997.156250 Penalty: 4111.362305
	Iteration 56Q: 3 clusters Score -459997.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -459999.625000 Penalty: 4111.362305
	Iteration 57Q: 3 clusters Score -459999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -460000.843750 Penalty: 4111.362305
	Iteration 58Q: 3 clusters Score -460000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -460001.750000 Penalty: 4111.362305
	Iteration 59Q: 3 clusters Score -460001.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -460001.750000 Penalty: 4111.362305
	Iteration 60F: 3 clusters Score -460001.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (135243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135243 members 
Entering Unmasked Estep 
Score: -16521754.000000 Penalty: 2930.077637
	Iteration 0F: 2 clusters Score -1.652175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -16431173.000000 Penalty: 5860.155273
	Iteration 0F: 3 clusters Score -1.643117e+07 nChanged 64346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 69841 members 
Entering Unmasked Estep 
Score: -16468446.000000 Penalty: 5860.155273
	Iteration 1F: 3 clusters Score -1.646845e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64277 members 
Mstep: Class 2 contains 70966 members 
Entering Unmasked Estep 
Score: -16469653.000000 Penalty: 5860.155273
	Iteration 2Q: 3 clusters Score -1.646965e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 72494 members 
Entering Unmasked Estep 
Score: -16471317.000000 Penalty: 5860.155273
	Iteration 3Q: 3 clusters Score -1.647132e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 74404 members 
Entering Unmasked Estep 
Score: -16473366.000000 Penalty: 5860.155273
	Iteration 4Q: 3 clusters Score -1.647337e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 76816 members 
Entering Unmasked Estep 
Score: -16476265.000000 Penalty: 5860.155273
	Iteration 5Q: 3 clusters Score -1.647626e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -16479883.000000 Penalty: 5860.155273
	Iteration 6Q: 3 clusters Score -1.647988e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 83150 members 
Entering Unmasked Estep 
Score: -16484336.000000 Penalty: 5860.155273
	Iteration 7F: 3 clusters Score -1.648434e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 86597 members 
Entering Unmasked Estep 
Score: -16489283.000000 Penalty: 5860.155273
	Iteration 8F: 3 clusters Score -1.648928e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
Score: -16494522.000000 Penalty: 5860.155273
	Iteration 9F: 3 clusters Score -1.649452e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 91938 members 
Entering Unmasked Estep 
Score: -16498931.000000 Penalty: 5860.155273
	Iteration 10F: 3 clusters Score -1.649893e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 93514 members 
Entering Unmasked Estep 
Score: -16501983.000000 Penalty: 5860.155273
	Iteration 11Q: 3 clusters Score -1.650198e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 94774 members 
Entering Unmasked Estep 
Score: -16503380.000000 Penalty: 5860.155273
	Iteration 12Q: 3 clusters Score -1.650338e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 95991 members 
Entering Unmasked Estep 
Score: -16504014.000000 Penalty: 5860.155273
	Iteration 13Q: 3 clusters Score -1.650401e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 97310 members 
Entering Unmasked Estep 
Score: -16504472.000000 Penalty: 5860.155273
	Iteration 14Q: 3 clusters Score -1.650447e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 98679 members 
Entering Unmasked Estep 
Score: -16504946.000000 Penalty: 5860.155273
	Iteration 15Q: 3 clusters Score -1.650495e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 100134 members 
Entering Unmasked Estep 
Score: -16505283.000000 Penalty: 5860.155273
	Iteration 16Q: 3 clusters Score -1.650528e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 101651 members 
Entering Unmasked Estep 
Score: -16505624.000000 Penalty: 5860.155273
	Iteration 17Q: 3 clusters Score -1.650562e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 103213 members 
Entering Unmasked Estep 
Score: -16506014.000000 Penalty: 5860.155273
	Iteration 18Q: 3 clusters Score -1.650601e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 104834 members 
Entering Unmasked Estep 
Score: -16506559.000000 Penalty: 5860.155273
	Iteration 19Q: 3 clusters Score -1.650656e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 106578 members 
Entering Unmasked Estep 
Score: -16506992.000000 Penalty: 5860.155273
	Iteration 20F: 3 clusters Score -1.650699e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 108407 members 
Entering Unmasked Estep 
Score: -16507532.000000 Penalty: 5860.155273
	Iteration 21Q: 3 clusters Score -1.650753e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 110311 members 
Entering Unmasked Estep 
Score: -16508074.000000 Penalty: 5860.155273
	Iteration 22Q: 3 clusters Score -1.650807e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 112273 members 
Entering Unmasked Estep 
Score: -16508651.000000 Penalty: 5860.155273
	Iteration 23Q: 3 clusters Score -1.650865e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 114260 members 
Entering Unmasked Estep 
Score: -16509360.000000 Penalty: 5860.155273
	Iteration 24Q: 3 clusters Score -1.650936e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 116330 members 
Entering Unmasked Estep 
Score: -16510197.000000 Penalty: 5860.155273
	Iteration 25Q: 3 clusters Score -1.65102e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 118433 members 
Entering Unmasked Estep 
Score: -16511028.000000 Penalty: 5860.155273
	Iteration 26Q: 3 clusters Score -1.651103e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 120613 members 
Entering Unmasked Estep 
Score: -16511936.000000 Penalty: 5860.155273
	Iteration 27Q: 3 clusters Score -1.651194e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 122769 members 
Entering Unmasked Estep 
Score: -16512950.000000 Penalty: 5860.155273
	Iteration 28Q: 3 clusters Score -1.651295e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 124802 members 
Entering Unmasked Estep 
Score: -16514000.000000 Penalty: 5860.155273
	Iteration 29Q: 3 clusters Score -1.6514e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 126626 members 
Entering Unmasked Estep 
Score: -16514914.000000 Penalty: 5860.155273
	Iteration 30Q: 3 clusters Score -1.651491e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 128305 members 
Entering Unmasked Estep 
Score: -16515686.000000 Penalty: 5860.155273
	Iteration 31Q: 3 clusters Score -1.651569e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 129750 members 
Entering Unmasked Estep 
Score: -16516492.000000 Penalty: 5860.155273
	Iteration 32Q: 3 clusters Score -1.651649e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 130946 members 
Entering Unmasked Estep 
Score: -16517148.000000 Penalty: 5860.155273
	Iteration 33Q: 3 clusters Score -1.651715e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 131859 members 
Entering Unmasked Estep 
Score: -16517573.000000 Penalty: 5860.155273
	Iteration 34Q: 3 clusters Score -1.651757e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 132549 members 
Entering Unmasked Estep 
Score: -16517919.000000 Penalty: 5860.155273
	Iteration 35Q: 3 clusters Score -1.651792e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 133109 members 
Entering Unmasked Estep 
Score: -16518254.000000 Penalty: 5860.155273
	Iteration 36Q: 3 clusters Score -1.651825e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 133476 members 
Entering Unmasked Estep 
Score: -16518504.000000 Penalty: 5860.155273
	Iteration 37Q: 3 clusters Score -1.65185e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 133743 members 
Entering Unmasked Estep 
Score: -16518654.000000 Penalty: 5860.155273
	Iteration 38Q: 3 clusters Score -1.651865e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 133934 members 
Entering Unmasked Estep 
Score: -16518775.000000 Penalty: 5860.155273
	Iteration 39Q: 3 clusters Score -1.651878e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 134085 members 
Entering Unmasked Estep 
Score: -16518887.000000 Penalty: 5860.155273
	Iteration 40F: 3 clusters Score -1.651889e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 134190 members 
Entering Unmasked Estep 
Score: -16518984.000000 Penalty: 5860.155273
	Iteration 41Q: 3 clusters Score -1.651898e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 134271 members 
Entering Unmasked Estep 
Score: -16519022.000000 Penalty: 5860.155273
	Iteration 42Q: 3 clusters Score -1.651902e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 134330 members 
Entering Unmasked Estep 
Score: -16519049.000000 Penalty: 5860.155273
	Iteration 43Q: 3 clusters Score -1.651905e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 134382 members 
Entering Unmasked Estep 
Score: -16519096.000000 Penalty: 5860.155273
	Iteration 44Q: 3 clusters Score -1.65191e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 134414 members 
Entering Unmasked Estep 
Score: -16519112.000000 Penalty: 5860.155273
	Iteration 45Q: 3 clusters Score -1.651911e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 134435 members 
Entering Unmasked Estep 
Score: -16519148.000000 Penalty: 5860.155273
	Iteration 46Q: 3 clusters Score -1.651915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 134447 members 
Entering Unmasked Estep 
Score: -16519160.000000 Penalty: 5860.155273
	Iteration 47Q: 3 clusters Score -1.651916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 134458 members 
Entering Unmasked Estep 
Score: -16519136.000000 Penalty: 5860.155273
	Iteration 48Q: 3 clusters Score -1.651914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 134468 members 
Entering Unmasked Estep 
Score: -16519146.000000 Penalty: 5860.155273
	Iteration 49Q: 3 clusters Score -1.651915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 134478 members 
Entering Unmasked Estep 
Score: -16519138.000000 Penalty: 5860.155273
	Iteration 50Q: 3 clusters Score -1.651914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 134481 members 
Entering Unmasked Estep 
Score: -16519153.000000 Penalty: 5860.155273
	Iteration 51Q: 3 clusters Score -1.651915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 134485 members 
Entering Unmasked Estep 
Score: -16519149.000000 Penalty: 5860.155273
	Iteration 52Q: 3 clusters Score -1.651915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 134487 members 
Entering Unmasked Estep 
Score: -16519154.000000 Penalty: 5860.155273
	Iteration 53Q: 3 clusters Score -1.651915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 134487 members 
Entering Unmasked Estep 
Score: -16519166.000000 Penalty: 5860.155273
	Iteration 54Q: 3 clusters Score -1.651917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 134488 members 
Entering Unmasked Estep 
Score: -16519155.000000 Penalty: 5860.155273
	Iteration 55Q: 3 clusters Score -1.651916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 134489 members 
Entering Unmasked Estep 
Score: -16519150.000000 Penalty: 5860.155273
	Iteration 56Q: 3 clusters Score -1.651915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 134490 members 
Entering Unmasked Estep 
Score: -16519158.000000 Penalty: 5860.155273
	Iteration 57Q: 3 clusters Score -1.651916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 134491 members 
Entering Unmasked Estep 
Score: -16519157.000000 Penalty: 5860.155273
	Iteration 58Q: 3 clusters Score -1.651916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 134492 members 
Entering Unmasked Estep 
Score: -16519156.000000 Penalty: 5860.155273
	Iteration 59Q: 3 clusters Score -1.651916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 134493 members 
Entering Unmasked Estep 
Score: -16519157.000000 Penalty: 5860.155273
	Iteration 60F: 3 clusters Score -1.651916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 134494 members 
Entering Unmasked Estep 
Score: -16519163.000000 Penalty: 5860.155273
	Iteration 61Q: 3 clusters Score -1.651916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 134495 members 
Entering Unmasked Estep 
Score: -16519159.000000 Penalty: 5860.155273
	Iteration 62Q: 3 clusters Score -1.651916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 134495 members 
Entering Unmasked Estep 
Score: -16519159.000000 Penalty: 5860.155273
	Iteration 63F: 3 clusters Score -1.651916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -469664.937500 Penalty: 2065.036133
	Iteration 0F: 2 clusters Score -469664.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -465704.281250 Penalty: 4130.072266
	Iteration 0F: 3 clusters Score -465704.3 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -466542.281250 Penalty: 4130.072266
	Iteration 1F: 3 clusters Score -466542.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -466735.156250 Penalty: 4130.072266
	Iteration 2F: 3 clusters Score -466735.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -466852.218750 Penalty: 4130.072266
	Iteration 3F: 3 clusters Score -466852.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -466930.531250 Penalty: 4130.072266
	Iteration 4Q: 3 clusters Score -466930.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -466999.656250 Penalty: 4130.072266
	Iteration 5Q: 3 clusters Score -466999.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -467059.375000 Penalty: 4130.072266
	Iteration 6Q: 3 clusters Score -467059.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -467117.562500 Penalty: 4130.072266
	Iteration 7Q: 3 clusters Score -467117.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -467173.000000 Penalty: 4130.072266
	Iteration 8Q: 3 clusters Score -467173 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -467222.656250 Penalty: 4130.072266
	Iteration 9Q: 3 clusters Score -467222.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -467267.375000 Penalty: 4130.072266
	Iteration 10Q: 3 clusters Score -467267.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -467315.718750 Penalty: 4130.072266
	Iteration 11Q: 3 clusters Score -467315.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -467369.750000 Penalty: 4130.072266
	Iteration 12Q: 3 clusters Score -467369.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -467427.687500 Penalty: 4130.072266
	Iteration 13Q: 3 clusters Score -467427.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -467496.312500 Penalty: 4130.072266
	Iteration 14Q: 3 clusters Score -467496.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -467555.031250 Penalty: 4130.072266
	Iteration 15Q: 3 clusters Score -467555 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -467601.937500 Penalty: 4130.072266
	Iteration 16Q: 3 clusters Score -467601.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -467643.781250 Penalty: 4130.072266
	Iteration 17Q: 3 clusters Score -467643.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -467687.312500 Penalty: 4130.072266
	Iteration 18Q: 3 clusters Score -467687.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -467726.468750 Penalty: 4130.072266
	Iteration 19Q: 3 clusters Score -467726.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -467753.593750 Penalty: 4130.072266
	Iteration 20F: 3 clusters Score -467753.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -467781.218750 Penalty: 4130.072266
	Iteration 21Q: 3 clusters Score -467781.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -467804.312500 Penalty: 4130.072266
	Iteration 22Q: 3 clusters Score -467804.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -467824.937500 Penalty: 4130.072266
	Iteration 23Q: 3 clusters Score -467824.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -467852.750000 Penalty: 4130.072266
	Iteration 24Q: 3 clusters Score -467852.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -467879.750000 Penalty: 4130.072266
	Iteration 25Q: 3 clusters Score -467879.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -467907.500000 Penalty: 4130.072266
	Iteration 26Q: 3 clusters Score -467907.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -467918.781250 Penalty: 4130.072266
	Iteration 27Q: 3 clusters Score -467918.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -467933.437500 Penalty: 4130.072266
	Iteration 28Q: 3 clusters Score -467933.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -467944.593750 Penalty: 4130.072266
	Iteration 29Q: 3 clusters Score -467944.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -467957.343750 Penalty: 4130.072266
	Iteration 30Q: 3 clusters Score -467957.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -467973.062500 Penalty: 4130.072266
	Iteration 31Q: 3 clusters Score -467973.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -467985.750000 Penalty: 4130.072266
	Iteration 32Q: 3 clusters Score -467985.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -467994.343750 Penalty: 4130.072266
	Iteration 33Q: 3 clusters Score -467994.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -468002.250000 Penalty: 4130.072266
	Iteration 34Q: 3 clusters Score -468002.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -468009.218750 Penalty: 4130.072266
	Iteration 35Q: 3 clusters Score -468009.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -468012.843750 Penalty: 4130.072266
	Iteration 36Q: 3 clusters Score -468012.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -468016.375000 Penalty: 4130.072266
	Iteration 37Q: 3 clusters Score -468016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -468018.125000 Penalty: 4130.072266
	Iteration 38Q: 3 clusters Score -468018.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -468018.531250 Penalty: 4130.072266
	Iteration 39Q: 3 clusters Score -468018.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -468021.593750 Penalty: 4130.072266
	Iteration 40F: 3 clusters Score -468021.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -468022.687500 Penalty: 4130.072266
	Iteration 41Q: 3 clusters Score -468022.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -468024.468750 Penalty: 4130.072266
	Iteration 42Q: 3 clusters Score -468024.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -468025.812500 Penalty: 4130.072266
	Iteration 43Q: 3 clusters Score -468025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -468025.406250 Penalty: 4130.072266
	Iteration 44Q: 3 clusters Score -468025.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -468025.406250 Penalty: 4130.072266
	Iteration 45F: 3 clusters Score -468025.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -28039.126953 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -28039.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26847.246094 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -26847.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26937.816406 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -26937.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26993.388672 Penalty: 2801.891357
	Iteration 2Q: 3 clusters Score -26993.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26995.820312 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -26995.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26998.667969 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -26998.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27000.027344 Penalty: 2801.891357
	Iteration 5Q: 3 clusters Score -27000.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27000.027344 Penalty: 2801.891357
	Iteration 6F: 3 clusters Score -27000.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Entering Unmasked Estep 
Score: -1874552.250000 Penalty: 2386.301758
	Iteration 0F: 2 clusters Score -1874552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1863611.500000 Penalty: 4772.603516
	Iteration 0F: 3 clusters Score -1863612 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1866989.625000 Penalty: 4772.603516
	Iteration 1F: 3 clusters Score -1866990 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1867314.500000 Penalty: 4772.603516
	Iteration 2F: 3 clusters Score -1867314 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1867543.250000 Penalty: 4772.603516
	Iteration 3Q: 3 clusters Score -1867543 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1867734.375000 Penalty: 4772.603516
	Iteration 4Q: 3 clusters Score -1867734 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1867904.500000 Penalty: 4772.603516
	Iteration 5Q: 3 clusters Score -1867904 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1868100.500000 Penalty: 4772.603516
	Iteration 6Q: 3 clusters Score -1868100 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1868346.375000 Penalty: 4772.603516
	Iteration 7Q: 3 clusters Score -1868346 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1868684.125000 Penalty: 4772.603516
	Iteration 8Q: 3 clusters Score -1868684 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1869161.000000 Penalty: 4772.603516
	Iteration 9Q: 3 clusters Score -1869161 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1869787.000000 Penalty: 4772.603516
	Iteration 10F: 3 clusters Score -1869787 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1870525.000000 Penalty: 4772.603516
	Iteration 11F: 3 clusters Score -1870525 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1871200.375000 Penalty: 4772.603516
	Iteration 12Q: 3 clusters Score -1871200 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1871716.250000 Penalty: 4772.603516
	Iteration 13Q: 3 clusters Score -1871716 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1871983.125000 Penalty: 4772.603516
	Iteration 14Q: 3 clusters Score -1871983 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1872105.375000 Penalty: 4772.603516
	Iteration 15Q: 3 clusters Score -1872105 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1872180.500000 Penalty: 4772.603516
	Iteration 16Q: 3 clusters Score -1872180 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1872219.625000 Penalty: 4772.603516
	Iteration 17Q: 3 clusters Score -1872220 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1872251.750000 Penalty: 4772.603516
	Iteration 18Q: 3 clusters Score -1872252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1872276.875000 Penalty: 4772.603516
	Iteration 19Q: 3 clusters Score -1872277 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1872287.750000 Penalty: 4772.603516
	Iteration 20F: 3 clusters Score -1872288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1872300.375000 Penalty: 4772.603516
	Iteration 21Q: 3 clusters Score -1872300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1872313.250000 Penalty: 4772.603516
	Iteration 22Q: 3 clusters Score -1872313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1872330.500000 Penalty: 4772.603516
	Iteration 23Q: 3 clusters Score -1872330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1872336.750000 Penalty: 4772.603516
	Iteration 24Q: 3 clusters Score -1872337 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1872347.375000 Penalty: 4772.603516
	Iteration 25Q: 3 clusters Score -1872347 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1872354.250000 Penalty: 4772.603516
	Iteration 26Q: 3 clusters Score -1872354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1872368.250000 Penalty: 4772.603516
	Iteration 27Q: 3 clusters Score -1872368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1872381.375000 Penalty: 4772.603516
	Iteration 28Q: 3 clusters Score -1872381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1872389.625000 Penalty: 4772.603516
	Iteration 29Q: 3 clusters Score -1872390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1872395.625000 Penalty: 4772.603516
	Iteration 30Q: 3 clusters Score -1872396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1872398.875000 Penalty: 4772.603516
	Iteration 31Q: 3 clusters Score -1872399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1872400.250000 Penalty: 4772.603516
	Iteration 32Q: 3 clusters Score -1872400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1872403.250000 Penalty: 4772.603516
	Iteration 33Q: 3 clusters Score -1872403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1872403.500000 Penalty: 4772.603516
	Iteration 34Q: 3 clusters Score -1872404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1872403.250000 Penalty: 4772.603516
	Iteration 35Q: 3 clusters Score -1872403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1872405.500000 Penalty: 4772.603516
	Iteration 36Q: 3 clusters Score -1872406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1872406.000000 Penalty: 4772.603516
	Iteration 37Q: 3 clusters Score -1872406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1872406.875000 Penalty: 4772.603516
	Iteration 38Q: 3 clusters Score -1872407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1872406.875000 Penalty: 4772.603516
	Iteration 39F: 3 clusters Score -1872407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162339 members 
Mstep: Class 5 contains 232073 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56462 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204136 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135243 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300472.000000 Penalty: 57676.941406
Iteration 319Q: 18 clusters Score -1.043005e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162340 members 
Mstep: Class 5 contains 232071 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56462 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204138 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135243 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300520.000000 Penalty: 57676.941406
Iteration 320F: 18 clusters Score -1.043005e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162341 members 
Mstep: Class 5 contains 232068 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56462 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204138 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135243 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300520.000000 Penalty: 57676.941406
Iteration 321Q: 18 clusters Score -1.043005e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162341 members 
Mstep: Class 5 contains 232069 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56462 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204138 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135243 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300520.000000 Penalty: 57676.941406
Iteration 322Q: 18 clusters Score -1.043005e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162341 members 
Mstep: Class 5 contains 232068 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56463 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204138 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135243 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300480.000000 Penalty: 57676.941406
Iteration 323Q: 18 clusters Score -1.043005e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162341 members 
Mstep: Class 5 contains 232065 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56465 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204139 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135243 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300504.000000 Penalty: 57676.941406
Iteration 324Q: 18 clusters Score -1.043005e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162342 members 
Mstep: Class 5 contains 232063 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56465 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204140 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135243 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300480.000000 Penalty: 57676.941406
Iteration 325Q: 18 clusters Score -1.043005e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162342 members 
Mstep: Class 5 contains 232062 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56465 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204141 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135243 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300496.000000 Penalty: 57676.941406
Iteration 326Q: 18 clusters Score -1.043005e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162339 members 
Mstep: Class 5 contains 232060 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56465 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204143 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135246 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300520.000000 Penalty: 57676.941406
Iteration 327Q: 18 clusters Score -1.043005e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162336 members 
Mstep: Class 5 contains 232059 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56465 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204144 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135249 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300536.000000 Penalty: 57676.941406
Iteration 328Q: 18 clusters Score -1.043005e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162334 members 
Mstep: Class 5 contains 232059 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56465 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204145 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135250 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300528.000000 Penalty: 57676.941406
Iteration 329Q: 18 clusters Score -1.043005e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162334 members 
Mstep: Class 5 contains 232059 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56465 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204144 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135251 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300536.000000 Penalty: 57676.941406
Iteration 330Q: 18 clusters Score -1.043005e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162333 members 
Mstep: Class 5 contains 232059 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56465 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204144 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135252 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300528.000000 Penalty: 57676.941406
Iteration 331Q: 18 clusters Score -1.043005e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162333 members 
Mstep: Class 5 contains 232059 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56465 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204145 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135251 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300512.000000 Penalty: 57676.941406
Iteration 332Q: 18 clusters Score -1.043005e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162333 members 
Mstep: Class 5 contains 232059 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56465 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204145 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135251 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300512.000000 Penalty: 57676.941406
Iteration 333F: 18 clusters Score -1.043005e+08 nChanged 0
Entering ConstructFrom: 
Score: -104300512.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -52167.632812 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -52167.63 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 251 members 
Entering Unmasked Estep 
Score: -50642.750000 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -50642.75 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50805.730469 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -50805.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50852.753906 Penalty: 3096.142822
	Iteration 2Q: 3 clusters Score -50852.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50870.269531 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -50870.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50875.460938 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -50875.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50879.386719 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -50879.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50879.386719 Penalty: 3096.142822
	Iteration 6F: 3 clusters Score -50879.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -47377.882812 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -47377.88 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 274 members 
Entering Unmasked Estep 
Score: -45935.324219 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -45935.32 nChanged 130
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: -46400.878906 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -46400.88 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -46810.687500 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -46810.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -47073.109375 Penalty: 3110.410156
	Iteration 3F: 3 clusters Score -47073.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47245.339844 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -47245.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -47319.023438 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -47319.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -47359.835938 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -47359.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -47365.414062 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -47365.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47397.695312 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -47397.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47397.695312 Penalty: 3110.410156
	Iteration 9F: 3 clusters Score -47397.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 158 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 162333 members 
Mstep: Class 5 contains 232059 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 8 contains 371 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 56465 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 204145 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 135251 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 19 contains 15096 members 
Entering Unmasked Estep 
Score: -104298784.000000 Penalty: 61069.699219
Splitting cluster 2 changes total score from -104300512.000000 to -104298784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -213424.828125 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -213424.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -210832.625000 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -210832.6 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -211398.609375 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -211398.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -211625.828125 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -211625.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -211862.843750 Penalty: 3777.187988
	Iteration 3F: 3 clusters Score -211862.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -212160.984375 Penalty: 3777.187988
	Iteration 4F: 3 clusters Score -212161 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -212484.875000 Penalty: 3777.187988
	Iteration 5F: 3 clusters Score -212484.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -212798.203125 Penalty: 3777.187988
	Iteration 6F: 3 clusters Score -212798.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -212998.750000 Penalty: 3777.187988
	Iteration 7Q: 3 clusters Score -212998.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -213130.859375 Penalty: 3777.187988
	Iteration 8Q: 3 clusters Score -213130.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -213185.671875 Penalty: 3777.187988
	Iteration 9Q: 3 clusters Score -213185.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -213213.125000 Penalty: 3777.187988
	Iteration 10Q: 3 clusters Score -213213.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -213226.937500 Penalty: 3777.187988
	Iteration 11Q: 3 clusters Score -213226.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -213244.531250 Penalty: 3777.187988
	Iteration 12Q: 3 clusters Score -213244.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -213255.453125 Penalty: 3777.187988
	Iteration 13Q: 3 clusters Score -213255.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -213264.265625 Penalty: 3777.187988
	Iteration 14Q: 3 clusters Score -213264.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -213271.750000 Penalty: 3777.187988
	Iteration 15Q: 3 clusters Score -213271.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -213276.656250 Penalty: 3777.187988
	Iteration 16Q: 3 clusters Score -213276.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -213279.250000 Penalty: 3777.187988
	Iteration 17Q: 3 clusters Score -213279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -213281.140625 Penalty: 3777.187988
	Iteration 18Q: 3 clusters Score -213281.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -213283.437500 Penalty: 3777.187988
	Iteration 19Q: 3 clusters Score -213283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -213285.187500 Penalty: 3777.187988
	Iteration 20F: 3 clusters Score -213285.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -213286.187500 Penalty: 3777.187988
	Iteration 21Q: 3 clusters Score -213286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -213288.343750 Penalty: 3777.187988
	Iteration 22Q: 3 clusters Score -213288.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -213288.734375 Penalty: 3777.187988
	Iteration 23Q: 3 clusters Score -213288.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -213288.734375 Penalty: 3777.187988
	Iteration 24F: 3 clusters Score -213288.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (162333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162333 members 
Entering Unmasked Estep 
Score: -19788876.000000 Penalty: 2975.356445
	Iteration 0F: 2 clusters Score -1.978888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80987 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -19681110.000000 Penalty: 5950.712891
	Iteration 0F: 3 clusters Score -1.968111e+07 nChanged 77809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78862 members 
Mstep: Class 2 contains 83471 members 
Entering Unmasked Estep 
Score: -19726750.000000 Penalty: 5950.712891
	Iteration 1F: 3 clusters Score -1.972675e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 85125 members 
Entering Unmasked Estep 
Score: -19727880.000000 Penalty: 5950.712891
	Iteration 2Q: 3 clusters Score -1.972788e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74778 members 
Mstep: Class 2 contains 87555 members 
Entering Unmasked Estep 
Score: -19729296.000000 Penalty: 5950.712891
	Iteration 3Q: 3 clusters Score -1.97293e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 91124 members 
Entering Unmasked Estep 
Score: -19731562.000000 Penalty: 5950.712891
	Iteration 4Q: 3 clusters Score -1.973156e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66185 members 
Mstep: Class 2 contains 96148 members 
Entering Unmasked Estep 
Score: -19735168.000000 Penalty: 5950.712891
	Iteration 5Q: 3 clusters Score -1.973517e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 103030 members 
Entering Unmasked Estep 
Score: -19740334.000000 Penalty: 5950.712891
	Iteration 6F: 3 clusters Score -1.974033e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 111593 members 
Entering Unmasked Estep 
Score: -19747926.000000 Penalty: 5950.712891
	Iteration 7F: 3 clusters Score -1.974793e+07 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 120632 members 
Entering Unmasked Estep 
Score: -19756718.000000 Penalty: 5950.712891
	Iteration 8F: 3 clusters Score -1.975672e+07 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 128571 members 
Entering Unmasked Estep 
Score: -19765346.000000 Penalty: 5950.712891
	Iteration 9F: 3 clusters Score -1.976535e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 134387 members 
Entering Unmasked Estep 
Score: -19771878.000000 Penalty: 5950.712891
	Iteration 10Q: 3 clusters Score -1.977188e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 138239 members 
Entering Unmasked Estep 
Score: -19776138.000000 Penalty: 5950.712891
	Iteration 11Q: 3 clusters Score -1.977614e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 140995 members 
Entering Unmasked Estep 
Score: -19778414.000000 Penalty: 5950.712891
	Iteration 12Q: 3 clusters Score -1.977841e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 143349 members 
Entering Unmasked Estep 
Score: -19779760.000000 Penalty: 5950.712891
	Iteration 13Q: 3 clusters Score -1.977976e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 145397 members 
Entering Unmasked Estep 
Score: -19780790.000000 Penalty: 5950.712891
	Iteration 14Q: 3 clusters Score -1.978079e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 147150 members 
Entering Unmasked Estep 
Score: -19781710.000000 Penalty: 5950.712891
	Iteration 15Q: 3 clusters Score -1.978171e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 148691 members 
Entering Unmasked Estep 
Score: -19782592.000000 Penalty: 5950.712891
	Iteration 16Q: 3 clusters Score -1.978259e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 150053 members 
Entering Unmasked Estep 
Score: -19783184.000000 Penalty: 5950.712891
	Iteration 17Q: 3 clusters Score -1.978318e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 151230 members 
Entering Unmasked Estep 
Score: -19783558.000000 Penalty: 5950.712891
	Iteration 18Q: 3 clusters Score -1.978356e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 152245 members 
Entering Unmasked Estep 
Score: -19783950.000000 Penalty: 5950.712891
	Iteration 19Q: 3 clusters Score -1.978395e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 153164 members 
Entering Unmasked Estep 
Score: -19784288.000000 Penalty: 5950.712891
	Iteration 20F: 3 clusters Score -1.978429e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 153980 members 
Entering Unmasked Estep 
Score: -19784564.000000 Penalty: 5950.712891
	Iteration 21Q: 3 clusters Score -1.978456e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 154737 members 
Entering Unmasked Estep 
Score: -19784796.000000 Penalty: 5950.712891
	Iteration 22Q: 3 clusters Score -1.97848e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 155399 members 
Entering Unmasked Estep 
Score: -19785020.000000 Penalty: 5950.712891
	Iteration 23Q: 3 clusters Score -1.978502e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 156006 members 
Entering Unmasked Estep 
Score: -19785228.000000 Penalty: 5950.712891
	Iteration 24Q: 3 clusters Score -1.978523e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 156569 members 
Entering Unmasked Estep 
Score: -19785408.000000 Penalty: 5950.712891
	Iteration 25Q: 3 clusters Score -1.978541e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 157097 members 
Entering Unmasked Estep 
Score: -19785560.000000 Penalty: 5950.712891
	Iteration 26Q: 3 clusters Score -1.978556e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 157551 members 
Entering Unmasked Estep 
Score: -19785700.000000 Penalty: 5950.712891
	Iteration 27Q: 3 clusters Score -1.97857e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 157949 members 
Entering Unmasked Estep 
Score: -19785790.000000 Penalty: 5950.712891
	Iteration 28Q: 3 clusters Score -1.978579e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 158300 members 
Entering Unmasked Estep 
Score: -19785884.000000 Penalty: 5950.712891
	Iteration 29Q: 3 clusters Score -1.978588e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 158605 members 
Entering Unmasked Estep 
Score: -19785986.000000 Penalty: 5950.712891
	Iteration 30Q: 3 clusters Score -1.978599e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 158864 members 
Entering Unmasked Estep 
Score: -19786074.000000 Penalty: 5950.712891
	Iteration 31Q: 3 clusters Score -1.978607e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 159091 members 
Entering Unmasked Estep 
Score: -19786092.000000 Penalty: 5950.712891
	Iteration 32Q: 3 clusters Score -1.978609e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 159283 members 
Entering Unmasked Estep 
Score: -19786158.000000 Penalty: 5950.712891
	Iteration 33Q: 3 clusters Score -1.978616e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 159467 members 
Entering Unmasked Estep 
Score: -19786198.000000 Penalty: 5950.712891
	Iteration 34Q: 3 clusters Score -1.97862e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 159621 members 
Entering Unmasked Estep 
Score: -19786252.000000 Penalty: 5950.712891
	Iteration 35Q: 3 clusters Score -1.978625e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 159756 members 
Entering Unmasked Estep 
Score: -19786304.000000 Penalty: 5950.712891
	Iteration 36Q: 3 clusters Score -1.97863e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 159871 members 
Entering Unmasked Estep 
Score: -19786288.000000 Penalty: 5950.712891
	Iteration 37Q: 3 clusters Score -1.978629e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 159964 members 
Entering Unmasked Estep 
Score: -19786308.000000 Penalty: 5950.712891
	Iteration 38Q: 3 clusters Score -1.978631e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 160055 members 
Entering Unmasked Estep 
Score: -19786340.000000 Penalty: 5950.712891
	Iteration 39Q: 3 clusters Score -1.978634e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 160143 members 
Entering Unmasked Estep 
Score: -19786354.000000 Penalty: 5950.712891
	Iteration 40F: 3 clusters Score -1.978635e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 160225 members 
Entering Unmasked Estep 
Score: -19786358.000000 Penalty: 5950.712891
	Iteration 41Q: 3 clusters Score -1.978636e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 160296 members 
Entering Unmasked Estep 
Score: -19786386.000000 Penalty: 5950.712891
	Iteration 42Q: 3 clusters Score -1.978639e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 160362 members 
Entering Unmasked Estep 
Score: -19786394.000000 Penalty: 5950.712891
	Iteration 43Q: 3 clusters Score -1.978639e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 160417 members 
Entering Unmasked Estep 
Score: -19786400.000000 Penalty: 5950.712891
	Iteration 44Q: 3 clusters Score -1.97864e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 160470 members 
Entering Unmasked Estep 
Score: -19786410.000000 Penalty: 5950.712891
	Iteration 45Q: 3 clusters Score -1.978641e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 160516 members 
Entering Unmasked Estep 
Score: -19786412.000000 Penalty: 5950.712891
	Iteration 46Q: 3 clusters Score -1.978641e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 160547 members 
Entering Unmasked Estep 
Score: -19786388.000000 Penalty: 5950.712891
	Iteration 47Q: 3 clusters Score -1.978639e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 160572 members 
Entering Unmasked Estep 
Score: -19786398.000000 Penalty: 5950.712891
	Iteration 48Q: 3 clusters Score -1.97864e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 160603 members 
Entering Unmasked Estep 
Score: -19786414.000000 Penalty: 5950.712891
	Iteration 49Q: 3 clusters Score -1.978641e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 160627 members 
Entering Unmasked Estep 
Score: -19786410.000000 Penalty: 5950.712891
	Iteration 50Q: 3 clusters Score -1.978641e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 160655 members 
Entering Unmasked Estep 
Score: -19786434.000000 Penalty: 5950.712891
	Iteration 51Q: 3 clusters Score -1.978643e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 160680 members 
Entering Unmasked Estep 
Score: -19786448.000000 Penalty: 5950.712891
	Iteration 52Q: 3 clusters Score -1.978645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 160699 members 
Entering Unmasked Estep 
Score: -19786456.000000 Penalty: 5950.712891
	Iteration 53Q: 3 clusters Score -1.978646e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 160720 members 
Entering Unmasked Estep 
Score: -19786472.000000 Penalty: 5950.712891
	Iteration 54Q: 3 clusters Score -1.978647e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 160741 members 
Entering Unmasked Estep 
Score: -19786464.000000 Penalty: 5950.712891
	Iteration 55Q: 3 clusters Score -1.978646e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 160768 members 
Entering Unmasked Estep 
Score: -19786460.000000 Penalty: 5950.712891
	Iteration 56Q: 3 clusters Score -1.978646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 160784 members 
Entering Unmasked Estep 
Score: -19786484.000000 Penalty: 5950.712891
	Iteration 57Q: 3 clusters Score -1.978648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 160803 members 
Entering Unmasked Estep 
Score: -19786500.000000 Penalty: 5950.712891
	Iteration 58Q: 3 clusters Score -1.97865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 160825 members 
Entering Unmasked Estep 
Score: -19786494.000000 Penalty: 5950.712891
	Iteration 59Q: 3 clusters Score -1.978649e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 160846 members 
Entering Unmasked Estep 
Score: -19786492.000000 Penalty: 5950.712891
	Iteration 60F: 3 clusters Score -1.978649e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 160860 members 
Entering Unmasked Estep 
Score: -19786482.000000 Penalty: 5950.712891
	Iteration 61Q: 3 clusters Score -1.978648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 160875 members 
Entering Unmasked Estep 
Score: -19786480.000000 Penalty: 5950.712891
	Iteration 62Q: 3 clusters Score -1.978648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 160892 members 
Entering Unmasked Estep 
Score: -19786492.000000 Penalty: 5950.712891
	Iteration 63Q: 3 clusters Score -1.978649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 160903 members 
Entering Unmasked Estep 
Score: -19786486.000000 Penalty: 5950.712891
	Iteration 64Q: 3 clusters Score -1.978649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 160915 members 
Entering Unmasked Estep 
Score: -19786492.000000 Penalty: 5950.712891
	Iteration 65Q: 3 clusters Score -1.978649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 160927 members 
Entering Unmasked Estep 
Score: -19786492.000000 Penalty: 5950.712891
	Iteration 66Q: 3 clusters Score -1.978649e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 160945 members 
Entering Unmasked Estep 
Score: -19786502.000000 Penalty: 5950.712891
	Iteration 67Q: 3 clusters Score -1.97865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 160962 members 
Entering Unmasked Estep 
Score: -19786494.000000 Penalty: 5950.712891
	Iteration 68Q: 3 clusters Score -1.978649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 160975 members 
Entering Unmasked Estep 
Score: -19786494.000000 Penalty: 5950.712891
	Iteration 69Q: 3 clusters Score -1.978649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 160986 members 
Entering Unmasked Estep 
Score: -19786492.000000 Penalty: 5950.712891
	Iteration 70Q: 3 clusters Score -1.978649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 160997 members 
Entering Unmasked Estep 
Score: -19786504.000000 Penalty: 5950.712891
	Iteration 71Q: 3 clusters Score -1.97865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 161011 members 
Entering Unmasked Estep 
Score: -19786520.000000 Penalty: 5950.712891
	Iteration 72Q: 3 clusters Score -1.978652e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 161025 members 
Entering Unmasked Estep 
Score: -19786526.000000 Penalty: 5950.712891
	Iteration 73Q: 3 clusters Score -1.978653e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 161034 members 
Entering Unmasked Estep 
Score: -19786534.000000 Penalty: 5950.712891
	Iteration 74Q: 3 clusters Score -1.978653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 161042 members 
Entering Unmasked Estep 
Score: -19786532.000000 Penalty: 5950.712891
	Iteration 75Q: 3 clusters Score -1.978653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 161053 members 
Entering Unmasked Estep 
Score: -19786548.000000 Penalty: 5950.712891
	Iteration 76Q: 3 clusters Score -1.978655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 161060 members 
Entering Unmasked Estep 
Score: -19786540.000000 Penalty: 5950.712891
	Iteration 77Q: 3 clusters Score -1.978654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 161064 members 
Entering Unmasked Estep 
Score: -19786534.000000 Penalty: 5950.712891
	Iteration 78Q: 3 clusters Score -1.978653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 161072 members 
Entering Unmasked Estep 
Score: -19786538.000000 Penalty: 5950.712891
	Iteration 79Q: 3 clusters Score -1.978654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 161077 members 
Entering Unmasked Estep 
Score: -19786540.000000 Penalty: 5950.712891
	Iteration 80F: 3 clusters Score -1.978654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 161077 members 
Entering Unmasked Estep 
Score: -19786528.000000 Penalty: 5950.712891
	Iteration 81Q: 3 clusters Score -1.978653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 161077 members 
Entering Unmasked Estep 
Score: -19786528.000000 Penalty: 5950.712891
	Iteration 82F: 3 clusters Score -1.978653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (232059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232059 members 
Entering Unmasked Estep 
Score: -28124218.000000 Penalty: 3063.977295
	Iteration 0F: 2 clusters Score -2.812422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115860 members 
Mstep: Class 2 contains 116199 members 
Entering Unmasked Estep 
Score: -27972804.000000 Penalty: 6127.954590
	Iteration 0F: 3 clusters Score -2.79728e+07 nChanged 112445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112909 members 
Mstep: Class 2 contains 119150 members 
Entering Unmasked Estep 
Score: -28038538.000000 Penalty: 6127.954590
	Iteration 1F: 3 clusters Score -2.803854e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110831 members 
Mstep: Class 2 contains 121228 members 
Entering Unmasked Estep 
Score: -28039520.000000 Penalty: 6127.954590
	Iteration 2Q: 3 clusters Score -2.803952e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107430 members 
Mstep: Class 2 contains 124629 members 
Entering Unmasked Estep 
Score: -28040820.000000 Penalty: 6127.954590
	Iteration 3Q: 3 clusters Score -2.804082e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102239 members 
Mstep: Class 2 contains 129820 members 
Entering Unmasked Estep 
Score: -28043268.000000 Penalty: 6127.954590
	Iteration 4Q: 3 clusters Score -2.804327e+07 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94472 members 
Mstep: Class 2 contains 137587 members 
Entering Unmasked Estep 
Score: -28047686.000000 Penalty: 6127.954590
	Iteration 5Q: 3 clusters Score -2.804769e+07 nChanged 13253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83419 members 
Mstep: Class 2 contains 148640 members 
Entering Unmasked Estep 
Score: -28055374.000000 Penalty: 6127.954590
	Iteration 6F: 3 clusters Score -2.805537e+07 nChanged 16558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 162976 members 
Entering Unmasked Estep 
Score: -28067534.000000 Penalty: 6127.954590
	Iteration 7F: 3 clusters Score -2.806753e+07 nChanged 17796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 178538 members 
Entering Unmasked Estep 
Score: -28082424.000000 Penalty: 6127.954590
	Iteration 8F: 3 clusters Score -2.808242e+07 nChanged 15366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 191526 members 
Entering Unmasked Estep 
Score: -28096248.000000 Penalty: 6127.954590
	Iteration 9F: 3 clusters Score -2.809625e+07 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 200084 members 
Entering Unmasked Estep 
Score: -28106172.000000 Penalty: 6127.954590
	Iteration 10Q: 3 clusters Score -2.810617e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 205004 members 
Entering Unmasked Estep 
Score: -28111712.000000 Penalty: 6127.954590
	Iteration 11Q: 3 clusters Score -2.811171e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 208310 members 
Entering Unmasked Estep 
Score: -28114894.000000 Penalty: 6127.954590
	Iteration 12Q: 3 clusters Score -2.811489e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 210934 members 
Entering Unmasked Estep 
Score: -28117088.000000 Penalty: 6127.954590
	Iteration 13Q: 3 clusters Score -2.811709e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 213026 members 
Entering Unmasked Estep 
Score: -28118680.000000 Penalty: 6127.954590
	Iteration 14Q: 3 clusters Score -2.811868e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 214637 members 
Entering Unmasked Estep 
Score: -28119878.000000 Penalty: 6127.954590
	Iteration 15Q: 3 clusters Score -2.811988e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 215937 members 
Entering Unmasked Estep 
Score: -28120744.000000 Penalty: 6127.954590
	Iteration 16Q: 3 clusters Score -2.812074e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 216954 members 
Entering Unmasked Estep 
Score: -28121298.000000 Penalty: 6127.954590
	Iteration 17Q: 3 clusters Score -2.81213e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 217836 members 
Entering Unmasked Estep 
Score: -28121674.000000 Penalty: 6127.954590
	Iteration 18Q: 3 clusters Score -2.812167e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 218558 members 
Entering Unmasked Estep 
Score: -28121984.000000 Penalty: 6127.954590
	Iteration 19Q: 3 clusters Score -2.812198e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 219182 members 
Entering Unmasked Estep 
Score: -28122134.000000 Penalty: 6127.954590
	Iteration 20F: 3 clusters Score -2.812213e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 219772 members 
Entering Unmasked Estep 
Score: -28122142.000000 Penalty: 6127.954590
	Iteration 21Q: 3 clusters Score -2.812214e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 220289 members 
Entering Unmasked Estep 
Score: -28122272.000000 Penalty: 6127.954590
	Iteration 22Q: 3 clusters Score -2.812227e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 220757 members 
Entering Unmasked Estep 
Score: -28122300.000000 Penalty: 6127.954590
	Iteration 23Q: 3 clusters Score -2.81223e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 221208 members 
Entering Unmasked Estep 
Score: -28122346.000000 Penalty: 6127.954590
	Iteration 24Q: 3 clusters Score -2.812235e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 221621 members 
Entering Unmasked Estep 
Score: -28122450.000000 Penalty: 6127.954590
	Iteration 25Q: 3 clusters Score -2.812245e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 221974 members 
Entering Unmasked Estep 
Score: -28122450.000000 Penalty: 6127.954590
	Iteration 26Q: 3 clusters Score -2.812245e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 222280 members 
Entering Unmasked Estep 
Score: -28122486.000000 Penalty: 6127.954590
	Iteration 27Q: 3 clusters Score -2.812249e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 222575 members 
Entering Unmasked Estep 
Score: -28122538.000000 Penalty: 6127.954590
	Iteration 28Q: 3 clusters Score -2.812254e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 222847 members 
Entering Unmasked Estep 
Score: -28122488.000000 Penalty: 6127.954590
	Iteration 29Q: 3 clusters Score -2.812249e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 223096 members 
Entering Unmasked Estep 
Score: -28122492.000000 Penalty: 6127.954590
	Iteration 30Q: 3 clusters Score -2.812249e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 223326 members 
Entering Unmasked Estep 
Score: -28122538.000000 Penalty: 6127.954590
	Iteration 31Q: 3 clusters Score -2.812254e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 223546 members 
Entering Unmasked Estep 
Score: -28122564.000000 Penalty: 6127.954590
	Iteration 32Q: 3 clusters Score -2.812256e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 223749 members 
Entering Unmasked Estep 
Score: -28122556.000000 Penalty: 6127.954590
	Iteration 33Q: 3 clusters Score -2.812256e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 223943 members 
Entering Unmasked Estep 
Score: -28122500.000000 Penalty: 6127.954590
	Iteration 34Q: 3 clusters Score -2.81225e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 224130 members 
Entering Unmasked Estep 
Score: -28122476.000000 Penalty: 6127.954590
	Iteration 35Q: 3 clusters Score -2.812248e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 224313 members 
Entering Unmasked Estep 
Score: -28122532.000000 Penalty: 6127.954590
	Iteration 36Q: 3 clusters Score -2.812253e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 224470 members 
Entering Unmasked Estep 
Score: -28122546.000000 Penalty: 6127.954590
	Iteration 37Q: 3 clusters Score -2.812255e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 224615 members 
Entering Unmasked Estep 
Score: -28122580.000000 Penalty: 6127.954590
	Iteration 38Q: 3 clusters Score -2.812258e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 224759 members 
Entering Unmasked Estep 
Score: -28122582.000000 Penalty: 6127.954590
	Iteration 39Q: 3 clusters Score -2.812258e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 224894 members 
Entering Unmasked Estep 
Score: -28122558.000000 Penalty: 6127.954590
	Iteration 40F: 3 clusters Score -2.812256e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 225016 members 
Entering Unmasked Estep 
Score: -28122536.000000 Penalty: 6127.954590
	Iteration 41Q: 3 clusters Score -2.812254e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 225133 members 
Entering Unmasked Estep 
Score: -28122540.000000 Penalty: 6127.954590
	Iteration 42Q: 3 clusters Score -2.812254e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 225242 members 
Entering Unmasked Estep 
Score: -28122546.000000 Penalty: 6127.954590
	Iteration 43Q: 3 clusters Score -2.812255e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 225367 members 
Entering Unmasked Estep 
Score: -28122514.000000 Penalty: 6127.954590
	Iteration 44Q: 3 clusters Score -2.812251e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 225504 members 
Entering Unmasked Estep 
Score: -28122544.000000 Penalty: 6127.954590
	Iteration 45Q: 3 clusters Score -2.812254e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 225637 members 
Entering Unmasked Estep 
Score: -28122526.000000 Penalty: 6127.954590
	Iteration 46Q: 3 clusters Score -2.812253e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 225764 members 
Entering Unmasked Estep 
Score: -28122510.000000 Penalty: 6127.954590
	Iteration 47Q: 3 clusters Score -2.812251e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 225882 members 
Entering Unmasked Estep 
Score: -28122498.000000 Penalty: 6127.954590
	Iteration 48Q: 3 clusters Score -2.81225e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 225987 members 
Entering Unmasked Estep 
Score: -28122524.000000 Penalty: 6127.954590
	Iteration 49Q: 3 clusters Score -2.812252e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 226088 members 
Entering Unmasked Estep 
Score: -28122450.000000 Penalty: 6127.954590
	Iteration 50Q: 3 clusters Score -2.812245e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 226192 members 
Entering Unmasked Estep 
Score: -28122460.000000 Penalty: 6127.954590
	Iteration 51Q: 3 clusters Score -2.812246e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 226284 members 
Entering Unmasked Estep 
Score: -28122452.000000 Penalty: 6127.954590
	Iteration 52Q: 3 clusters Score -2.812245e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 226395 members 
Entering Unmasked Estep 
Score: -28122438.000000 Penalty: 6127.954590
	Iteration 53Q: 3 clusters Score -2.812244e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 226505 members 
Entering Unmasked Estep 
Score: -28122438.000000 Penalty: 6127.954590
	Iteration 54Q: 3 clusters Score -2.812244e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 226605 members 
Entering Unmasked Estep 
Score: -28122394.000000 Penalty: 6127.954590
	Iteration 55Q: 3 clusters Score -2.812239e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 226702 members 
Entering Unmasked Estep 
Score: -28122396.000000 Penalty: 6127.954590
	Iteration 56Q: 3 clusters Score -2.81224e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 226794 members 
Entering Unmasked Estep 
Score: -28122432.000000 Penalty: 6127.954590
	Iteration 57Q: 3 clusters Score -2.812243e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 226881 members 
Entering Unmasked Estep 
Score: -28122434.000000 Penalty: 6127.954590
	Iteration 58Q: 3 clusters Score -2.812243e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 226970 members 
Entering Unmasked Estep 
Score: -28122404.000000 Penalty: 6127.954590
	Iteration 59Q: 3 clusters Score -2.81224e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 227052 members 
Entering Unmasked Estep 
Score: -28122430.000000 Penalty: 6127.954590
	Iteration 60F: 3 clusters Score -2.812243e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 227118 members 
Entering Unmasked Estep 
Score: -28122436.000000 Penalty: 6127.954590
	Iteration 61Q: 3 clusters Score -2.812244e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 227176 members 
Entering Unmasked Estep 
Score: -28122420.000000 Penalty: 6127.954590
	Iteration 62Q: 3 clusters Score -2.812242e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 227232 members 
Entering Unmasked Estep 
Score: -28122448.000000 Penalty: 6127.954590
	Iteration 63Q: 3 clusters Score -2.812245e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 227282 members 
Entering Unmasked Estep 
Score: -28122454.000000 Penalty: 6127.954590
	Iteration 64Q: 3 clusters Score -2.812245e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 227337 members 
Entering Unmasked Estep 
Score: -28122472.000000 Penalty: 6127.954590
	Iteration 65Q: 3 clusters Score -2.812247e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 227378 members 
Entering Unmasked Estep 
Score: -28122438.000000 Penalty: 6127.954590
	Iteration 66Q: 3 clusters Score -2.812244e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 227423 members 
Entering Unmasked Estep 
Score: -28122444.000000 Penalty: 6127.954590
	Iteration 67Q: 3 clusters Score -2.812244e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 227470 members 
Entering Unmasked Estep 
Score: -28122466.000000 Penalty: 6127.954590
	Iteration 68Q: 3 clusters Score -2.812247e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 227513 members 
Entering Unmasked Estep 
Score: -28122484.000000 Penalty: 6127.954590
	Iteration 69Q: 3 clusters Score -2.812248e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 227554 members 
Entering Unmasked Estep 
Score: -28122466.000000 Penalty: 6127.954590
	Iteration 70Q: 3 clusters Score -2.812247e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 227594 members 
Entering Unmasked Estep 
Score: -28122438.000000 Penalty: 6127.954590
	Iteration 71Q: 3 clusters Score -2.812244e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 227636 members 
Entering Unmasked Estep 
Score: -28122452.000000 Penalty: 6127.954590
	Iteration 72Q: 3 clusters Score -2.812245e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 227678 members 
Entering Unmasked Estep 
Score: -28122464.000000 Penalty: 6127.954590
	Iteration 73Q: 3 clusters Score -2.812246e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 227722 members 
Entering Unmasked Estep 
Score: -28122454.000000 Penalty: 6127.954590
	Iteration 74Q: 3 clusters Score -2.812245e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 227766 members 
Entering Unmasked Estep 
Score: -28122456.000000 Penalty: 6127.954590
	Iteration 75Q: 3 clusters Score -2.812246e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 227814 members 
Entering Unmasked Estep 
Score: -28122484.000000 Penalty: 6127.954590
	Iteration 76Q: 3 clusters Score -2.812248e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 227868 members 
Entering Unmasked Estep 
Score: -28122488.000000 Penalty: 6127.954590
	Iteration 77Q: 3 clusters Score -2.812249e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 227919 members 
Entering Unmasked Estep 
Score: -28122474.000000 Penalty: 6127.954590
	Iteration 78Q: 3 clusters Score -2.812247e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 227968 members 
Entering Unmasked Estep 
Score: -28122482.000000 Penalty: 6127.954590
	Iteration 79Q: 3 clusters Score -2.812248e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 228021 members 
Entering Unmasked Estep 
Score: -28122472.000000 Penalty: 6127.954590
	Iteration 80F: 3 clusters Score -2.812247e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 228067 members 
Entering Unmasked Estep 
Score: -28122472.000000 Penalty: 6127.954590
	Iteration 81Q: 3 clusters Score -2.812247e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 228112 members 
Entering Unmasked Estep 
Score: -28122468.000000 Penalty: 6127.954590
	Iteration 82Q: 3 clusters Score -2.812247e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 228149 members 
Entering Unmasked Estep 
Score: -28122444.000000 Penalty: 6127.954590
	Iteration 83Q: 3 clusters Score -2.812244e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 228183 members 
Entering Unmasked Estep 
Score: -28122428.000000 Penalty: 6127.954590
	Iteration 84Q: 3 clusters Score -2.812243e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 228218 members 
Entering Unmasked Estep 
Score: -28122422.000000 Penalty: 6127.954590
	Iteration 85Q: 3 clusters Score -2.812242e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 228245 members 
Entering Unmasked Estep 
Score: -28122382.000000 Penalty: 6127.954590
	Iteration 86Q: 3 clusters Score -2.812238e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 228279 members 
Entering Unmasked Estep 
Score: -28122402.000000 Penalty: 6127.954590
	Iteration 87Q: 3 clusters Score -2.81224e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 228319 members 
Entering Unmasked Estep 
Score: -28122364.000000 Penalty: 6127.954590
	Iteration 88Q: 3 clusters Score -2.812236e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 228366 members 
Entering Unmasked Estep 
Score: -28122386.000000 Penalty: 6127.954590
	Iteration 89Q: 3 clusters Score -2.812239e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 228407 members 
Entering Unmasked Estep 
Score: -28122386.000000 Penalty: 6127.954590
	Iteration 90Q: 3 clusters Score -2.812239e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 228456 members 
Entering Unmasked Estep 
Score: -28122396.000000 Penalty: 6127.954590
	Iteration 91Q: 3 clusters Score -2.81224e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 228514 members 
Entering Unmasked Estep 
Score: -28122382.000000 Penalty: 6127.954590
	Iteration 92Q: 3 clusters Score -2.812238e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 228552 members 
Entering Unmasked Estep 
Score: -28122376.000000 Penalty: 6127.954590
	Iteration 93Q: 3 clusters Score -2.812238e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 228589 members 
Entering Unmasked Estep 
Score: -28122376.000000 Penalty: 6127.954590
	Iteration 94Q: 3 clusters Score -2.812238e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 228619 members 
Entering Unmasked Estep 
Score: -28122356.000000 Penalty: 6127.954590
	Iteration 95Q: 3 clusters Score -2.812236e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 228647 members 
Entering Unmasked Estep 
Score: -28122346.000000 Penalty: 6127.954590
	Iteration 96Q: 3 clusters Score -2.812235e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 228674 members 
Entering Unmasked Estep 
Score: -28122348.000000 Penalty: 6127.954590
	Iteration 97Q: 3 clusters Score -2.812235e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 228694 members 
Entering Unmasked Estep 
Score: -28122362.000000 Penalty: 6127.954590
	Iteration 98Q: 3 clusters Score -2.812236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 228708 members 
Entering Unmasked Estep 
Score: -28122378.000000 Penalty: 6127.954590
	Iteration 99Q: 3 clusters Score -2.812238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 228721 members 
Entering Unmasked Estep 
Score: -28122374.000000 Penalty: 6127.954590
	Iteration 100F: 3 clusters Score -2.812237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 228735 members 
Entering Unmasked Estep 
Score: -28122368.000000 Penalty: 6127.954590
	Iteration 101Q: 3 clusters Score -2.812237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 228744 members 
Entering Unmasked Estep 
Score: -28122362.000000 Penalty: 6127.954590
	Iteration 102Q: 3 clusters Score -2.812236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 228749 members 
Entering Unmasked Estep 
Score: -28122346.000000 Penalty: 6127.954590
	Iteration 103Q: 3 clusters Score -2.812235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 228752 members 
Entering Unmasked Estep 
Score: -28122346.000000 Penalty: 6127.954590
	Iteration 104Q: 3 clusters Score -2.812235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 228755 members 
Entering Unmasked Estep 
Score: -28122338.000000 Penalty: 6127.954590
	Iteration 105Q: 3 clusters Score -2.812234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 228763 members 
Entering Unmasked Estep 
Score: -28122346.000000 Penalty: 6127.954590
	Iteration 106Q: 3 clusters Score -2.812235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 228774 members 
Entering Unmasked Estep 
Score: -28122360.000000 Penalty: 6127.954590
	Iteration 107Q: 3 clusters Score -2.812236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 228781 members 
Entering Unmasked Estep 
Score: -28122368.000000 Penalty: 6127.954590
	Iteration 108Q: 3 clusters Score -2.812237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 228789 members 
Entering Unmasked Estep 
Score: -28122352.000000 Penalty: 6127.954590
	Iteration 109Q: 3 clusters Score -2.812235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 228800 members 
Entering Unmasked Estep 
Score: -28122348.000000 Penalty: 6127.954590
	Iteration 110Q: 3 clusters Score -2.812235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 228808 members 
Entering Unmasked Estep 
Score: -28122346.000000 Penalty: 6127.954590
	Iteration 111Q: 3 clusters Score -2.812235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 228813 members 
Entering Unmasked Estep 
Score: -28122346.000000 Penalty: 6127.954590
	Iteration 112Q: 3 clusters Score -2.812235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 228816 members 
Entering Unmasked Estep 
Score: -28122338.000000 Penalty: 6127.954590
	Iteration 113Q: 3 clusters Score -2.812234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 228820 members 
Entering Unmasked Estep 
Score: -28122340.000000 Penalty: 6127.954590
	Iteration 114Q: 3 clusters Score -2.812234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 228825 members 
Entering Unmasked Estep 
Score: -28122332.000000 Penalty: 6127.954590
	Iteration 115Q: 3 clusters Score -2.812233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 228828 members 
Entering Unmasked Estep 
Score: -28122324.000000 Penalty: 6127.954590
	Iteration 116Q: 3 clusters Score -2.812232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 228829 members 
Entering Unmasked Estep 
Score: -28122312.000000 Penalty: 6127.954590
	Iteration 117Q: 3 clusters Score -2.812231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 228829 members 
Entering Unmasked Estep 
Score: -28122312.000000 Penalty: 6127.954590
	Iteration 118F: 3 clusters Score -2.812231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Entering Unmasked Estep 
Score: -105829.554688 Penalty: 1722.611450
	Iteration 0F: 2 clusters Score -105829.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -103853.921875 Penalty: 3445.222900
	Iteration 0F: 3 clusters Score -103853.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -104160.656250 Penalty: 3445.222900
	Iteration 1F: 3 clusters Score -104160.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -104290.828125 Penalty: 3445.222900
	Iteration 2F: 3 clusters Score -104290.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -104406.906250 Penalty: 3445.222900
	Iteration 3F: 3 clusters Score -104406.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -104504.843750 Penalty: 3445.222900
	Iteration 4Q: 3 clusters Score -104504.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -104621.500000 Penalty: 3445.222900
	Iteration 5Q: 3 clusters Score -104621.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -104753.476562 Penalty: 3445.222900
	Iteration 6Q: 3 clusters Score -104753.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -104855.070312 Penalty: 3445.222900
	Iteration 7Q: 3 clusters Score -104855.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -104928.710938 Penalty: 3445.222900
	Iteration 8Q: 3 clusters Score -104928.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -104996.898438 Penalty: 3445.222900
	Iteration 9Q: 3 clusters Score -104996.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -105044.414062 Penalty: 3445.222900
	Iteration 10Q: 3 clusters Score -105044.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -105089.070312 Penalty: 3445.222900
	Iteration 11Q: 3 clusters Score -105089.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -105135.812500 Penalty: 3445.222900
	Iteration 12Q: 3 clusters Score -105135.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -105162.375000 Penalty: 3445.222900
	Iteration 13Q: 3 clusters Score -105162.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -105179.664062 Penalty: 3445.222900
	Iteration 14Q: 3 clusters Score -105179.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -105195.687500 Penalty: 3445.222900
	Iteration 15Q: 3 clusters Score -105195.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -105208.679688 Penalty: 3445.222900
	Iteration 16Q: 3 clusters Score -105208.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -105211.335938 Penalty: 3445.222900
	Iteration 17Q: 3 clusters Score -105211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -105213.640625 Penalty: 3445.222900
	Iteration 18Q: 3 clusters Score -105213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -105214.507812 Penalty: 3445.222900
	Iteration 19Q: 3 clusters Score -105214.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -105218.625000 Penalty: 3445.222900
	Iteration 20F: 3 clusters Score -105218.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -105223.210938 Penalty: 3445.222900
	Iteration 21Q: 3 clusters Score -105223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -105225.773438 Penalty: 3445.222900
	Iteration 22Q: 3 clusters Score -105225.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -105226.726562 Penalty: 3445.222900
	Iteration 23Q: 3 clusters Score -105226.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -105226.726562 Penalty: 3445.222900
	Iteration 24F: 3 clusters Score -105226.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Entering Unmasked Estep 
Score: -513884.562500 Penalty: 2087.069824
	Iteration 0F: 2 clusters Score -513884.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -509734.437500 Penalty: 4174.139648
	Iteration 0F: 3 clusters Score -509734.4 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -510663.687500 Penalty: 4174.139648
	Iteration 1F: 3 clusters Score -510663.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -510847.000000 Penalty: 4174.139648
	Iteration 2F: 3 clusters Score -510847 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -510958.125000 Penalty: 4174.139648
	Iteration 3Q: 3 clusters Score -510958.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -511042.000000 Penalty: 4174.139648
	Iteration 4Q: 3 clusters Score -511042 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -511095.625000 Penalty: 4174.139648
	Iteration 5Q: 3 clusters Score -511095.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -511129.000000 Penalty: 4174.139648
	Iteration 6Q: 3 clusters Score -511129 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -511156.687500 Penalty: 4174.139648
	Iteration 7Q: 3 clusters Score -511156.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -511184.062500 Penalty: 4174.139648
	Iteration 8Q: 3 clusters Score -511184.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -511206.593750 Penalty: 4174.139648
	Iteration 9Q: 3 clusters Score -511206.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -511234.031250 Penalty: 4174.139648
	Iteration 10Q: 3 clusters Score -511234 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -511262.656250 Penalty: 4174.139648
	Iteration 11Q: 3 clusters Score -511262.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -511295.437500 Penalty: 4174.139648
	Iteration 12Q: 3 clusters Score -511295.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -511319.031250 Penalty: 4174.139648
	Iteration 13Q: 3 clusters Score -511319 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -511348.031250 Penalty: 4174.139648
	Iteration 14Q: 3 clusters Score -511348 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -511382.187500 Penalty: 4174.139648
	Iteration 15Q: 3 clusters Score -511382.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -511418.562500 Penalty: 4174.139648
	Iteration 16Q: 3 clusters Score -511418.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -511461.250000 Penalty: 4174.139648
	Iteration 17Q: 3 clusters Score -511461.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -511511.750000 Penalty: 4174.139648
	Iteration 18Q: 3 clusters Score -511511.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -511548.343750 Penalty: 4174.139648
	Iteration 19Q: 3 clusters Score -511548.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -511585.062500 Penalty: 4174.139648
	Iteration 20F: 3 clusters Score -511585.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -511630.343750 Penalty: 4174.139648
	Iteration 21Q: 3 clusters Score -511630.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -511671.406250 Penalty: 4174.139648
	Iteration 22Q: 3 clusters Score -511671.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -511709.562500 Penalty: 4174.139648
	Iteration 23Q: 3 clusters Score -511709.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -511743.281250 Penalty: 4174.139648
	Iteration 24Q: 3 clusters Score -511743.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -511776.218750 Penalty: 4174.139648
	Iteration 25Q: 3 clusters Score -511776.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -511802.093750 Penalty: 4174.139648
	Iteration 26Q: 3 clusters Score -511802.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -511828.562500 Penalty: 4174.139648
	Iteration 27Q: 3 clusters Score -511828.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -511853.750000 Penalty: 4174.139648
	Iteration 28Q: 3 clusters Score -511853.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -511879.125000 Penalty: 4174.139648
	Iteration 29Q: 3 clusters Score -511879.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -511891.718750 Penalty: 4174.139648
	Iteration 30Q: 3 clusters Score -511891.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -511899.062500 Penalty: 4174.139648
	Iteration 31Q: 3 clusters Score -511899.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -511905.187500 Penalty: 4174.139648
	Iteration 32Q: 3 clusters Score -511905.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -511908.156250 Penalty: 4174.139648
	Iteration 33Q: 3 clusters Score -511908.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -511911.312500 Penalty: 4174.139648
	Iteration 34Q: 3 clusters Score -511911.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -511914.562500 Penalty: 4174.139648
	Iteration 35Q: 3 clusters Score -511914.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -511917.562500 Penalty: 4174.139648
	Iteration 36Q: 3 clusters Score -511917.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -511918.406250 Penalty: 4174.139648
	Iteration 37Q: 3 clusters Score -511918.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -511918.406250 Penalty: 4174.139648
	Iteration 38F: 3 clusters Score -511918.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Entering Unmasked Estep 
Score: -289682.531250 Penalty: 1956.771606
	Iteration 0F: 2 clusters Score -289682.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -286633.281250 Penalty: 3913.543213
	Iteration 0F: 3 clusters Score -286633.3 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -287221.250000 Penalty: 3913.543213
	Iteration 1F: 3 clusters Score -287221.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -287367.000000 Penalty: 3913.543213
	Iteration 2F: 3 clusters Score -287367 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -287452.218750 Penalty: 3913.543213
	Iteration 3Q: 3 clusters Score -287452.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -287510.500000 Penalty: 3913.543213
	Iteration 4Q: 3 clusters Score -287510.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -287559.250000 Penalty: 3913.543213
	Iteration 5Q: 3 clusters Score -287559.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -287616.312500 Penalty: 3913.543213
	Iteration 6Q: 3 clusters Score -287616.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -287658.218750 Penalty: 3913.543213
	Iteration 7Q: 3 clusters Score -287658.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -287691.187500 Penalty: 3913.543213
	Iteration 8Q: 3 clusters Score -287691.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -287727.781250 Penalty: 3913.543213
	Iteration 9Q: 3 clusters Score -287727.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -287759.468750 Penalty: 3913.543213
	Iteration 10Q: 3 clusters Score -287759.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -287793.468750 Penalty: 3913.543213
	Iteration 11Q: 3 clusters Score -287793.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -287821.593750 Penalty: 3913.543213
	Iteration 12Q: 3 clusters Score -287821.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -287852.875000 Penalty: 3913.543213
	Iteration 13Q: 3 clusters Score -287852.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -287888.468750 Penalty: 3913.543213
	Iteration 14Q: 3 clusters Score -287888.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -287924.937500 Penalty: 3913.543213
	Iteration 15Q: 3 clusters Score -287924.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -287972.093750 Penalty: 3913.543213
	Iteration 16Q: 3 clusters Score -287972.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -288042.812500 Penalty: 3913.543213
	Iteration 17Q: 3 clusters Score -288042.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -288134.781250 Penalty: 3913.543213
	Iteration 18Q: 3 clusters Score -288134.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -288212.875000 Penalty: 3913.543213
	Iteration 19Q: 3 clusters Score -288212.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -288283.843750 Penalty: 3913.543213
	Iteration 20F: 3 clusters Score -288283.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -288350.781250 Penalty: 3913.543213
	Iteration 21Q: 3 clusters Score -288350.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -288402.687500 Penalty: 3913.543213
	Iteration 22Q: 3 clusters Score -288402.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -288446.437500 Penalty: 3913.543213
	Iteration 23Q: 3 clusters Score -288446.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -288480.406250 Penalty: 3913.543213
	Iteration 24Q: 3 clusters Score -288480.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -288502.562500 Penalty: 3913.543213
	Iteration 25Q: 3 clusters Score -288502.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -288522.531250 Penalty: 3913.543213
	Iteration 26Q: 3 clusters Score -288522.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -288546.656250 Penalty: 3913.543213
	Iteration 27Q: 3 clusters Score -288546.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -288559.593750 Penalty: 3913.543213
	Iteration 28Q: 3 clusters Score -288559.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -288568.031250 Penalty: 3913.543213
	Iteration 29Q: 3 clusters Score -288568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -288574.593750 Penalty: 3913.543213
	Iteration 30Q: 3 clusters Score -288574.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -288585.500000 Penalty: 3913.543213
	Iteration 31Q: 3 clusters Score -288585.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -288592.687500 Penalty: 3913.543213
	Iteration 32Q: 3 clusters Score -288592.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -288598.343750 Penalty: 3913.543213
	Iteration 33Q: 3 clusters Score -288598.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -288600.968750 Penalty: 3913.543213
	Iteration 34Q: 3 clusters Score -288601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -288601.718750 Penalty: 3913.543213
	Iteration 35Q: 3 clusters Score -288601.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -288601.718750 Penalty: 3913.543213
	Iteration 36F: 3 clusters Score -288601.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (56465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Entering Unmasked Estep 
Score: -6935470.000000 Penalty: 2713.461426
	Iteration 0F: 2 clusters Score -6935470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -6897472.500000 Penalty: 5426.922852
	Iteration 0F: 3 clusters Score -6897472 nChanged 26295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -6911915.500000 Penalty: 5426.922852
	Iteration 1F: 3 clusters Score -6911916 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -6912307.000000 Penalty: 5426.922852
	Iteration 2Q: 3 clusters Score -6912307 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -6912716.000000 Penalty: 5426.922852
	Iteration 3Q: 3 clusters Score -6912716 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -6913066.000000 Penalty: 5426.922852
	Iteration 4Q: 3 clusters Score -6913066 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -6913517.000000 Penalty: 5426.922852
	Iteration 5Q: 3 clusters Score -6913517 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -6914014.500000 Penalty: 5426.922852
	Iteration 6Q: 3 clusters Score -6914014 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -6914679.000000 Penalty: 5426.922852
	Iteration 7Q: 3 clusters Score -6914679 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -6915586.000000 Penalty: 5426.922852
	Iteration 8Q: 3 clusters Score -6915586 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -6916978.000000 Penalty: 5426.922852
	Iteration 9F: 3 clusters Score -6916978 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -6919177.000000 Penalty: 5426.922852
	Iteration 10F: 3 clusters Score -6919177 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -6922477.000000 Penalty: 5426.922852
	Iteration 11F: 3 clusters Score -6922477 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -6926199.000000 Penalty: 5426.922852
	Iteration 12F: 3 clusters Score -6926199 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -6928752.000000 Penalty: 5426.922852
	Iteration 13F: 3 clusters Score -6928752 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -6929878.000000 Penalty: 5426.922852
	Iteration 14Q: 3 clusters Score -6929878 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -6930324.000000 Penalty: 5426.922852
	Iteration 15Q: 3 clusters Score -6930324 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -6930592.000000 Penalty: 5426.922852
	Iteration 16Q: 3 clusters Score -6930592 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -6930806.000000 Penalty: 5426.922852
	Iteration 17Q: 3 clusters Score -6930806 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -6930959.500000 Penalty: 5426.922852
	Iteration 18Q: 3 clusters Score -6930960 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -6931084.500000 Penalty: 5426.922852
	Iteration 19Q: 3 clusters Score -6931084 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -6931225.500000 Penalty: 5426.922852
	Iteration 20F: 3 clusters Score -6931226 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -6931324.500000 Penalty: 5426.922852
	Iteration 21Q: 3 clusters Score -6931324 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -6931404.500000 Penalty: 5426.922852
	Iteration 22Q: 3 clusters Score -6931404 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -6931512.000000 Penalty: 5426.922852
	Iteration 23Q: 3 clusters Score -6931512 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -6931561.500000 Penalty: 5426.922852
	Iteration 24Q: 3 clusters Score -6931562 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -6931651.500000 Penalty: 5426.922852
	Iteration 25Q: 3 clusters Score -6931652 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -6931695.000000 Penalty: 5426.922852
	Iteration 26Q: 3 clusters Score -6931695 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -6931761.500000 Penalty: 5426.922852
	Iteration 27Q: 3 clusters Score -6931762 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -6931825.500000 Penalty: 5426.922852
	Iteration 28Q: 3 clusters Score -6931826 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -6931875.000000 Penalty: 5426.922852
	Iteration 29Q: 3 clusters Score -6931875 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -6931932.000000 Penalty: 5426.922852
	Iteration 30Q: 3 clusters Score -6931932 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -6931982.500000 Penalty: 5426.922852
	Iteration 31Q: 3 clusters Score -6931982 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -6932018.000000 Penalty: 5426.922852
	Iteration 32Q: 3 clusters Score -6932018 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -6932082.500000 Penalty: 5426.922852
	Iteration 33Q: 3 clusters Score -6932082 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -6932149.000000 Penalty: 5426.922852
	Iteration 34Q: 3 clusters Score -6932149 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -6932236.500000 Penalty: 5426.922852
	Iteration 35Q: 3 clusters Score -6932236 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -6932316.500000 Penalty: 5426.922852
	Iteration 36Q: 3 clusters Score -6932316 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -6932388.000000 Penalty: 5426.922852
	Iteration 37Q: 3 clusters Score -6932388 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -6932458.500000 Penalty: 5426.922852
	Iteration 38Q: 3 clusters Score -6932458 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -6932503.500000 Penalty: 5426.922852
	Iteration 39Q: 3 clusters Score -6932504 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -6932579.000000 Penalty: 5426.922852
	Iteration 40F: 3 clusters Score -6932579 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -6932626.000000 Penalty: 5426.922852
	Iteration 41Q: 3 clusters Score -6932626 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -6932704.500000 Penalty: 5426.922852
	Iteration 42Q: 3 clusters Score -6932704 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -6932760.500000 Penalty: 5426.922852
	Iteration 43Q: 3 clusters Score -6932760 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -6932793.000000 Penalty: 5426.922852
	Iteration 44Q: 3 clusters Score -6932793 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 53436 members 
Entering Unmasked Estep 
Score: -6932842.500000 Penalty: 5426.922852
	Iteration 45Q: 3 clusters Score -6932842 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -6932900.000000 Penalty: 5426.922852
	Iteration 46Q: 3 clusters Score -6932900 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -6932920.000000 Penalty: 5426.922852
	Iteration 47Q: 3 clusters Score -6932920 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -6932981.500000 Penalty: 5426.922852
	Iteration 48Q: 3 clusters Score -6932982 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -6932981.000000 Penalty: 5426.922852
	Iteration 49Q: 3 clusters Score -6932981 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -6932996.000000 Penalty: 5426.922852
	Iteration 50Q: 3 clusters Score -6932996 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -6933043.000000 Penalty: 5426.922852
	Iteration 51Q: 3 clusters Score -6933043 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -6933062.500000 Penalty: 5426.922852
	Iteration 52Q: 3 clusters Score -6933062 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -6933079.000000 Penalty: 5426.922852
	Iteration 53Q: 3 clusters Score -6933079 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -6933094.500000 Penalty: 5426.922852
	Iteration 54Q: 3 clusters Score -6933094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -6933113.000000 Penalty: 5426.922852
	Iteration 55Q: 3 clusters Score -6933113 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -6933140.500000 Penalty: 5426.922852
	Iteration 56Q: 3 clusters Score -6933140 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -6933151.500000 Penalty: 5426.922852
	Iteration 57Q: 3 clusters Score -6933152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -6933161.000000 Penalty: 5426.922852
	Iteration 58Q: 3 clusters Score -6933161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -6933169.000000 Penalty: 5426.922852
	Iteration 59Q: 3 clusters Score -6933169 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -6933158.000000 Penalty: 5426.922852
	Iteration 60F: 3 clusters Score -6933158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 54712 members 
Entering Unmasked Estep 
Score: -6933163.500000 Penalty: 5426.922852
	Iteration 61Q: 3 clusters Score -6933164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -6933183.000000 Penalty: 5426.922852
	Iteration 62Q: 3 clusters Score -6933183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -6933204.500000 Penalty: 5426.922852
	Iteration 63Q: 3 clusters Score -6933204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -6933197.500000 Penalty: 5426.922852
	Iteration 64Q: 3 clusters Score -6933198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -6933198.500000 Penalty: 5426.922852
	Iteration 65Q: 3 clusters Score -6933198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -6933206.500000 Penalty: 5426.922852
	Iteration 66Q: 3 clusters Score -6933206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -6933199.500000 Penalty: 5426.922852
	Iteration 67Q: 3 clusters Score -6933200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -6933198.500000 Penalty: 5426.922852
	Iteration 68Q: 3 clusters Score -6933198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -6933204.000000 Penalty: 5426.922852
	Iteration 69Q: 3 clusters Score -6933204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -6933212.000000 Penalty: 5426.922852
	Iteration 70Q: 3 clusters Score -6933212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -6933215.000000 Penalty: 5426.922852
	Iteration 71Q: 3 clusters Score -6933215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 54907 members 
Entering Unmasked Estep 
Score: -6933216.000000 Penalty: 5426.922852
	Iteration 72Q: 3 clusters Score -6933216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -6933224.000000 Penalty: 5426.922852
	Iteration 73Q: 3 clusters Score -6933224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -6933228.500000 Penalty: 5426.922852
	Iteration 74Q: 3 clusters Score -6933228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -6933231.500000 Penalty: 5426.922852
	Iteration 75Q: 3 clusters Score -6933232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -6933233.500000 Penalty: 5426.922852
	Iteration 76Q: 3 clusters Score -6933234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -6933242.000000 Penalty: 5426.922852
	Iteration 77Q: 3 clusters Score -6933242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -6933237.000000 Penalty: 5426.922852
	Iteration 78Q: 3 clusters Score -6933237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -6933243.500000 Penalty: 5426.922852
	Iteration 79Q: 3 clusters Score -6933244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 54969 members 
Entering Unmasked Estep 
Score: -6933248.000000 Penalty: 5426.922852
	Iteration 80F: 3 clusters Score -6933248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -6933246.000000 Penalty: 5426.922852
	Iteration 81Q: 3 clusters Score -6933246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -6933246.000000 Penalty: 5426.922852
	Iteration 82F: 3 clusters Score -6933246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26979.568359 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26979.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25736.712891 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25736.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25839.099609 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -25839.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25863.812500 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -25863.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25876.892578 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -25876.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25879.443359 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -25879.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25879.443359 Penalty: 2838.898193
	Iteration 5F: 3 clusters Score -25879.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (204145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204145 members 
Entering Unmasked Estep 
Score: -24776278.000000 Penalty: 3032.193115
	Iteration 0F: 2 clusters Score -2.477628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101987 members 
Mstep: Class 2 contains 102158 members 
Entering Unmasked Estep 
Score: -24643644.000000 Penalty: 6064.386230
	Iteration 0F: 3 clusters Score -2.464364e+07 nChanged 98198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99879 members 
Mstep: Class 2 contains 104266 members 
Entering Unmasked Estep 
Score: -24700932.000000 Penalty: 6064.386230
	Iteration 1F: 3 clusters Score -2.470093e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98222 members 
Mstep: Class 2 contains 105923 members 
Entering Unmasked Estep 
Score: -24702132.000000 Penalty: 6064.386230
	Iteration 2Q: 3 clusters Score -2.470213e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95761 members 
Mstep: Class 2 contains 108384 members 
Entering Unmasked Estep 
Score: -24703812.000000 Penalty: 6064.386230
	Iteration 3Q: 3 clusters Score -2.470381e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92101 members 
Mstep: Class 2 contains 112044 members 
Entering Unmasked Estep 
Score: -24706510.000000 Penalty: 6064.386230
	Iteration 4Q: 3 clusters Score -2.470651e+07 nChanged 9360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86793 members 
Mstep: Class 2 contains 117352 members 
Entering Unmasked Estep 
Score: -24710986.000000 Penalty: 6064.386230
	Iteration 5Q: 3 clusters Score -2.471099e+07 nChanged 12005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 2 contains 124971 members 
Entering Unmasked Estep 
Score: -24718370.000000 Penalty: 6064.386230
	Iteration 6F: 3 clusters Score -2.471837e+07 nChanged 14903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 135200 members 
Entering Unmasked Estep 
Score: -24729280.000000 Penalty: 6064.386230
	Iteration 7F: 3 clusters Score -2.472928e+07 nChanged 15738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 146596 members 
Entering Unmasked Estep 
Score: -24742814.000000 Penalty: 6064.386230
	Iteration 8F: 3 clusters Score -2.474281e+07 nChanged 13666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 156242 members 
Entering Unmasked Estep 
Score: -24754494.000000 Penalty: 6064.386230
	Iteration 9F: 3 clusters Score -2.475449e+07 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 162763 members 
Entering Unmasked Estep 
Score: -24761392.000000 Penalty: 6064.386230
	Iteration 10Q: 3 clusters Score -2.476139e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 167486 members 
Entering Unmasked Estep 
Score: -24764620.000000 Penalty: 6064.386230
	Iteration 11Q: 3 clusters Score -2.476462e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 171481 members 
Entering Unmasked Estep 
Score: -24766596.000000 Penalty: 6064.386230
	Iteration 12Q: 3 clusters Score -2.47666e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 174958 members 
Entering Unmasked Estep 
Score: -24768016.000000 Penalty: 6064.386230
	Iteration 13Q: 3 clusters Score -2.476802e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 178109 members 
Entering Unmasked Estep 
Score: -24769422.000000 Penalty: 6064.386230
	Iteration 14Q: 3 clusters Score -2.476942e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 180962 members 
Entering Unmasked Estep 
Score: -24770462.000000 Penalty: 6064.386230
	Iteration 15Q: 3 clusters Score -2.477046e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 183522 members 
Entering Unmasked Estep 
Score: -24771314.000000 Penalty: 6064.386230
	Iteration 16Q: 3 clusters Score -2.477131e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 185841 members 
Entering Unmasked Estep 
Score: -24772060.000000 Penalty: 6064.386230
	Iteration 17Q: 3 clusters Score -2.477206e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 187831 members 
Entering Unmasked Estep 
Score: -24772784.000000 Penalty: 6064.386230
	Iteration 18Q: 3 clusters Score -2.477278e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 189649 members 
Entering Unmasked Estep 
Score: -24773280.000000 Penalty: 6064.386230
	Iteration 19Q: 3 clusters Score -2.477328e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 191210 members 
Entering Unmasked Estep 
Score: -24773632.000000 Penalty: 6064.386230
	Iteration 20F: 3 clusters Score -2.477363e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 192551 members 
Entering Unmasked Estep 
Score: -24773866.000000 Penalty: 6064.386230
	Iteration 21Q: 3 clusters Score -2.477387e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 193785 members 
Entering Unmasked Estep 
Score: -24774098.000000 Penalty: 6064.386230
	Iteration 22Q: 3 clusters Score -2.47741e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 194837 members 
Entering Unmasked Estep 
Score: -24774382.000000 Penalty: 6064.386230
	Iteration 23Q: 3 clusters Score -2.477438e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 195747 members 
Entering Unmasked Estep 
Score: -24774556.000000 Penalty: 6064.386230
	Iteration 24Q: 3 clusters Score -2.477456e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 196558 members 
Entering Unmasked Estep 
Score: -24774648.000000 Penalty: 6064.386230
	Iteration 25Q: 3 clusters Score -2.477465e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 197324 members 
Entering Unmasked Estep 
Score: -24774662.000000 Penalty: 6064.386230
	Iteration 26Q: 3 clusters Score -2.477466e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 197974 members 
Entering Unmasked Estep 
Score: -24774744.000000 Penalty: 6064.386230
	Iteration 27Q: 3 clusters Score -2.477474e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 198540 members 
Entering Unmasked Estep 
Score: -24774906.000000 Penalty: 6064.386230
	Iteration 28Q: 3 clusters Score -2.477491e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 199005 members 
Entering Unmasked Estep 
Score: -24774982.000000 Penalty: 6064.386230
	Iteration 29Q: 3 clusters Score -2.477498e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 199405 members 
Entering Unmasked Estep 
Score: -24774976.000000 Penalty: 6064.386230
	Iteration 30Q: 3 clusters Score -2.477498e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 199760 members 
Entering Unmasked Estep 
Score: -24775054.000000 Penalty: 6064.386230
	Iteration 31Q: 3 clusters Score -2.477505e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 200035 members 
Entering Unmasked Estep 
Score: -24775036.000000 Penalty: 6064.386230
	Iteration 32Q: 3 clusters Score -2.477504e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 200281 members 
Entering Unmasked Estep 
Score: -24775062.000000 Penalty: 6064.386230
	Iteration 33Q: 3 clusters Score -2.477506e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 200475 members 
Entering Unmasked Estep 
Score: -24775016.000000 Penalty: 6064.386230
	Iteration 34Q: 3 clusters Score -2.477502e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 200636 members 
Entering Unmasked Estep 
Score: -24775044.000000 Penalty: 6064.386230
	Iteration 35Q: 3 clusters Score -2.477504e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 200772 members 
Entering Unmasked Estep 
Score: -24775018.000000 Penalty: 6064.386230
	Iteration 36Q: 3 clusters Score -2.477502e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 200892 members 
Entering Unmasked Estep 
Score: -24775030.000000 Penalty: 6064.386230
	Iteration 37Q: 3 clusters Score -2.477503e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 200974 members 
Entering Unmasked Estep 
Score: -24775044.000000 Penalty: 6064.386230
	Iteration 38Q: 3 clusters Score -2.477504e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 201041 members 
Entering Unmasked Estep 
Score: -24775030.000000 Penalty: 6064.386230
	Iteration 39Q: 3 clusters Score -2.477503e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 201117 members 
Entering Unmasked Estep 
Score: -24775016.000000 Penalty: 6064.386230
	Iteration 40F: 3 clusters Score -2.477502e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 201178 members 
Entering Unmasked Estep 
Score: -24775026.000000 Penalty: 6064.386230
	Iteration 41Q: 3 clusters Score -2.477503e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 201241 members 
Entering Unmasked Estep 
Score: -24775034.000000 Penalty: 6064.386230
	Iteration 42Q: 3 clusters Score -2.477503e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 201303 members 
Entering Unmasked Estep 
Score: -24775006.000000 Penalty: 6064.386230
	Iteration 43Q: 3 clusters Score -2.477501e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 201353 members 
Entering Unmasked Estep 
Score: -24774990.000000 Penalty: 6064.386230
	Iteration 44Q: 3 clusters Score -2.477499e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 201391 members 
Entering Unmasked Estep 
Score: -24774968.000000 Penalty: 6064.386230
	Iteration 45Q: 3 clusters Score -2.477497e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 201432 members 
Entering Unmasked Estep 
Score: -24774948.000000 Penalty: 6064.386230
	Iteration 46Q: 3 clusters Score -2.477495e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 201463 members 
Entering Unmasked Estep 
Score: -24774958.000000 Penalty: 6064.386230
	Iteration 47Q: 3 clusters Score -2.477496e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 201487 members 
Entering Unmasked Estep 
Score: -24774968.000000 Penalty: 6064.386230
	Iteration 48Q: 3 clusters Score -2.477497e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 201503 members 
Entering Unmasked Estep 
Score: -24774940.000000 Penalty: 6064.386230
	Iteration 49Q: 3 clusters Score -2.477494e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 201520 members 
Entering Unmasked Estep 
Score: -24774952.000000 Penalty: 6064.386230
	Iteration 50Q: 3 clusters Score -2.477495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 201533 members 
Entering Unmasked Estep 
Score: -24774952.000000 Penalty: 6064.386230
	Iteration 51Q: 3 clusters Score -2.477495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 201538 members 
Entering Unmasked Estep 
Score: -24774944.000000 Penalty: 6064.386230
	Iteration 52Q: 3 clusters Score -2.477494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 201545 members 
Entering Unmasked Estep 
Score: -24774962.000000 Penalty: 6064.386230
	Iteration 53Q: 3 clusters Score -2.477496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 201548 members 
Entering Unmasked Estep 
Score: -24774952.000000 Penalty: 6064.386230
	Iteration 54Q: 3 clusters Score -2.477495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 201552 members 
Entering Unmasked Estep 
Score: -24774956.000000 Penalty: 6064.386230
	Iteration 55Q: 3 clusters Score -2.477496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 201555 members 
Entering Unmasked Estep 
Score: -24774946.000000 Penalty: 6064.386230
	Iteration 56Q: 3 clusters Score -2.477495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 201560 members 
Entering Unmasked Estep 
Score: -24774930.000000 Penalty: 6064.386230
	Iteration 57Q: 3 clusters Score -2.477493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 201569 members 
Entering Unmasked Estep 
Score: -24774944.000000 Penalty: 6064.386230
	Iteration 58Q: 3 clusters Score -2.477494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 201574 members 
Entering Unmasked Estep 
Score: -24774942.000000 Penalty: 6064.386230
	Iteration 59Q: 3 clusters Score -2.477494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 201580 members 
Entering Unmasked Estep 
Score: -24774948.000000 Penalty: 6064.386230
	Iteration 60F: 3 clusters Score -2.477495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 201585 members 
Entering Unmasked Estep 
Score: -24774944.000000 Penalty: 6064.386230
	Iteration 61Q: 3 clusters Score -2.477494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 201588 members 
Entering Unmasked Estep 
Score: -24774944.000000 Penalty: 6064.386230
	Iteration 62Q: 3 clusters Score -2.477494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 201594 members 
Entering Unmasked Estep 
Score: -24774944.000000 Penalty: 6064.386230
	Iteration 63Q: 3 clusters Score -2.477494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 201596 members 
Entering Unmasked Estep 
Score: -24774950.000000 Penalty: 6064.386230
	Iteration 64Q: 3 clusters Score -2.477495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 201598 members 
Entering Unmasked Estep 
Score: -24774946.000000 Penalty: 6064.386230
	Iteration 65Q: 3 clusters Score -2.477495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 201598 members 
Entering Unmasked Estep 
Score: -24774946.000000 Penalty: 6064.386230
	Iteration 66F: 3 clusters Score -2.477495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Entering Unmasked Estep 
Score: -5708133.500000 Penalty: 2674.864990
	Iteration 0F: 2 clusters Score -5708134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -5675531.500000 Penalty: 5349.729980
	Iteration 0F: 3 clusters Score -5675532 nChanged 22200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -5687776.000000 Penalty: 5349.729980
	Iteration 1F: 3 clusters Score -5687776 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -5688399.500000 Penalty: 5349.729980
	Iteration 2Q: 3 clusters Score -5688400 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -5688977.000000 Penalty: 5349.729980
	Iteration 3Q: 3 clusters Score -5688977 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -5689785.500000 Penalty: 5349.729980
	Iteration 4Q: 3 clusters Score -5689786 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -5690703.500000 Penalty: 5349.729980
	Iteration 5Q: 3 clusters Score -5690704 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -5691996.000000 Penalty: 5349.729980
	Iteration 6F: 3 clusters Score -5691996 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -5693557.000000 Penalty: 5349.729980
	Iteration 7F: 3 clusters Score -5693557 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -5695344.500000 Penalty: 5349.729980
	Iteration 8F: 3 clusters Score -5695344 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -5696854.000000 Penalty: 5349.729980
	Iteration 9F: 3 clusters Score -5696854 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -5697881.500000 Penalty: 5349.729980
	Iteration 10Q: 3 clusters Score -5697882 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -5698538.500000 Penalty: 5349.729980
	Iteration 11Q: 3 clusters Score -5698538 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -5699006.000000 Penalty: 5349.729980
	Iteration 12Q: 3 clusters Score -5699006 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -5699229.500000 Penalty: 5349.729980
	Iteration 13Q: 3 clusters Score -5699230 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -5699357.000000 Penalty: 5349.729980
	Iteration 14Q: 3 clusters Score -5699357 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -5699431.000000 Penalty: 5349.729980
	Iteration 15Q: 3 clusters Score -5699431 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -5699489.000000 Penalty: 5349.729980
	Iteration 16Q: 3 clusters Score -5699489 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -5699539.000000 Penalty: 5349.729980
	Iteration 17Q: 3 clusters Score -5699539 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -5699630.000000 Penalty: 5349.729980
	Iteration 18Q: 3 clusters Score -5699630 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -5699709.500000 Penalty: 5349.729980
	Iteration 19Q: 3 clusters Score -5699710 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -5699793.000000 Penalty: 5349.729980
	Iteration 20F: 3 clusters Score -5699793 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -5699970.500000 Penalty: 5349.729980
	Iteration 21Q: 3 clusters Score -5699970 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -5700228.500000 Penalty: 5349.729980
	Iteration 22Q: 3 clusters Score -5700228 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -5700646.000000 Penalty: 5349.729980
	Iteration 23Q: 3 clusters Score -5700646 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -5701315.500000 Penalty: 5349.729980
	Iteration 24Q: 3 clusters Score -5701316 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -5702198.500000 Penalty: 5349.729980
	Iteration 25Q: 3 clusters Score -5702198 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -5703293.000000 Penalty: 5349.729980
	Iteration 26Q: 3 clusters Score -5703293 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -5704246.000000 Penalty: 5349.729980
	Iteration 27Q: 3 clusters Score -5704246 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -5704962.000000 Penalty: 5349.729980
	Iteration 28Q: 3 clusters Score -5704962 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -5705501.000000 Penalty: 5349.729980
	Iteration 29Q: 3 clusters Score -5705501 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -5705826.500000 Penalty: 5349.729980
	Iteration 30Q: 3 clusters Score -5705826 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -5705964.500000 Penalty: 5349.729980
	Iteration 31Q: 3 clusters Score -5705964 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -5706015.000000 Penalty: 5349.729980
	Iteration 32Q: 3 clusters Score -5706015 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -5706056.500000 Penalty: 5349.729980
	Iteration 33Q: 3 clusters Score -5706056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -5706077.500000 Penalty: 5349.729980
	Iteration 34Q: 3 clusters Score -5706078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -5706094.000000 Penalty: 5349.729980
	Iteration 35Q: 3 clusters Score -5706094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -5706123.000000 Penalty: 5349.729980
	Iteration 36Q: 3 clusters Score -5706123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -5706124.000000 Penalty: 5349.729980
	Iteration 37Q: 3 clusters Score -5706124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -5706128.500000 Penalty: 5349.729980
	Iteration 38Q: 3 clusters Score -5706128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -5706142.500000 Penalty: 5349.729980
	Iteration 39Q: 3 clusters Score -5706142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -5706157.500000 Penalty: 5349.729980
	Iteration 40F: 3 clusters Score -5706158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -5706161.000000 Penalty: 5349.729980
	Iteration 41Q: 3 clusters Score -5706161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -5706165.500000 Penalty: 5349.729980
	Iteration 42Q: 3 clusters Score -5706166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -5706169.000000 Penalty: 5349.729980
	Iteration 43Q: 3 clusters Score -5706169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -5706175.000000 Penalty: 5349.729980
	Iteration 44Q: 3 clusters Score -5706175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -5706176.500000 Penalty: 5349.729980
	Iteration 45Q: 3 clusters Score -5706176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -5706180.000000 Penalty: 5349.729980
	Iteration 46Q: 3 clusters Score -5706180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -5706180.000000 Penalty: 5349.729980
	Iteration 47F: 3 clusters Score -5706180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -461460.218750 Penalty: 2055.681152
	Iteration 0F: 2 clusters Score -461460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -457590.937500 Penalty: 4111.362305
	Iteration 0F: 3 clusters Score -457590.9 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -458431.562500 Penalty: 4111.362305
	Iteration 1F: 3 clusters Score -458431.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -458652.656250 Penalty: 4111.362305
	Iteration 2F: 3 clusters Score -458652.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -458827.968750 Penalty: 4111.362305
	Iteration 3F: 3 clusters Score -458828 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -458991.375000 Penalty: 4111.362305
	Iteration 4Q: 3 clusters Score -458991.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -459116.250000 Penalty: 4111.362305
	Iteration 5Q: 3 clusters Score -459116.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -459216.000000 Penalty: 4111.362305
	Iteration 6Q: 3 clusters Score -459216 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -459297.593750 Penalty: 4111.362305
	Iteration 7Q: 3 clusters Score -459297.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -459378.750000 Penalty: 4111.362305
	Iteration 8Q: 3 clusters Score -459378.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -459424.562500 Penalty: 4111.362305
	Iteration 9Q: 3 clusters Score -459424.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -459470.906250 Penalty: 4111.362305
	Iteration 10Q: 3 clusters Score -459470.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -459513.062500 Penalty: 4111.362305
	Iteration 11Q: 3 clusters Score -459513.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -459557.250000 Penalty: 4111.362305
	Iteration 12Q: 3 clusters Score -459557.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -459599.375000 Penalty: 4111.362305
	Iteration 13Q: 3 clusters Score -459599.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -459644.562500 Penalty: 4111.362305
	Iteration 14Q: 3 clusters Score -459644.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -459680.062500 Penalty: 4111.362305
	Iteration 15Q: 3 clusters Score -459680.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -459714.218750 Penalty: 4111.362305
	Iteration 16Q: 3 clusters Score -459714.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -459741.843750 Penalty: 4111.362305
	Iteration 17Q: 3 clusters Score -459741.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -459769.281250 Penalty: 4111.362305
	Iteration 18Q: 3 clusters Score -459769.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -459797.125000 Penalty: 4111.362305
	Iteration 19Q: 3 clusters Score -459797.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -459816.687500 Penalty: 4111.362305
	Iteration 20F: 3 clusters Score -459816.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -459833.875000 Penalty: 4111.362305
	Iteration 21Q: 3 clusters Score -459833.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -459848.531250 Penalty: 4111.362305
	Iteration 22Q: 3 clusters Score -459848.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -459860.593750 Penalty: 4111.362305
	Iteration 23Q: 3 clusters Score -459860.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -459873.781250 Penalty: 4111.362305
	Iteration 24Q: 3 clusters Score -459873.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -459884.687500 Penalty: 4111.362305
	Iteration 25Q: 3 clusters Score -459884.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -459899.656250 Penalty: 4111.362305
	Iteration 26Q: 3 clusters Score -459899.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -459917.187500 Penalty: 4111.362305
	Iteration 27Q: 3 clusters Score -459917.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -459930.812500 Penalty: 4111.362305
	Iteration 28Q: 3 clusters Score -459930.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -459940.062500 Penalty: 4111.362305
	Iteration 29Q: 3 clusters Score -459940.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -459949.187500 Penalty: 4111.362305
	Iteration 30Q: 3 clusters Score -459949.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -459962.687500 Penalty: 4111.362305
	Iteration 31Q: 3 clusters Score -459962.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -459976.656250 Penalty: 4111.362305
	Iteration 32Q: 3 clusters Score -459976.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -459987.375000 Penalty: 4111.362305
	Iteration 33Q: 3 clusters Score -459987.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -459995.875000 Penalty: 4111.362305
	Iteration 34Q: 3 clusters Score -459995.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -460002.406250 Penalty: 4111.362305
	Iteration 35Q: 3 clusters Score -460002.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -460002.875000 Penalty: 4111.362305
	Iteration 36Q: 3 clusters Score -460002.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -460002.875000 Penalty: 4111.362305
	Iteration 37F: 3 clusters Score -460002.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (135251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135251 members 
Entering Unmasked Estep 
Score: -16522740.000000 Penalty: 2930.092285
	Iteration 0F: 2 clusters Score -1.652274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67440 members 
Mstep: Class 2 contains 67811 members 
Entering Unmasked Estep 
Score: -16431917.000000 Penalty: 5860.184570
	Iteration 0F: 3 clusters Score -1.643192e+07 nChanged 64623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 71168 members 
Entering Unmasked Estep 
Score: -16469127.000000 Penalty: 5860.184570
	Iteration 1F: 3 clusters Score -1.646913e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61706 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -16470434.000000 Penalty: 5860.184570
	Iteration 2Q: 3 clusters Score -1.647043e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 77105 members 
Entering Unmasked Estep 
Score: -16472740.000000 Penalty: 5860.184570
	Iteration 3Q: 3 clusters Score -1.647274e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 82424 members 
Entering Unmasked Estep 
Score: -16477207.000000 Penalty: 5860.184570
	Iteration 4F: 3 clusters Score -1.647721e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -16484868.000000 Penalty: 5860.184570
	Iteration 5F: 3 clusters Score -1.648487e+07 nChanged 11923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 99392 members 
Entering Unmasked Estep 
Score: -16495301.000000 Penalty: 5860.184570
	Iteration 6F: 3 clusters Score -1.64953e+07 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 108055 members 
Entering Unmasked Estep 
Score: -16506036.000000 Penalty: 5860.184570
	Iteration 7F: 3 clusters Score -1.650604e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 113491 members 
Entering Unmasked Estep 
Score: -16512968.000000 Penalty: 5860.184570
	Iteration 8F: 3 clusters Score -1.651297e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 116322 members 
Entering Unmasked Estep 
Score: -16516175.000000 Penalty: 5860.184570
	Iteration 9Q: 3 clusters Score -1.651618e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 118156 members 
Entering Unmasked Estep 
Score: -16517580.000000 Penalty: 5860.184570
	Iteration 10Q: 3 clusters Score -1.651758e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 119588 members 
Entering Unmasked Estep 
Score: -16518267.000000 Penalty: 5860.184570
	Iteration 11Q: 3 clusters Score -1.651827e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 120779 members 
Entering Unmasked Estep 
Score: -16518839.000000 Penalty: 5860.184570
	Iteration 12Q: 3 clusters Score -1.651884e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 121801 members 
Entering Unmasked Estep 
Score: -16519220.000000 Penalty: 5860.184570
	Iteration 13Q: 3 clusters Score -1.651922e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 122761 members 
Entering Unmasked Estep 
Score: -16519638.000000 Penalty: 5860.184570
	Iteration 14Q: 3 clusters Score -1.651964e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 123641 members 
Entering Unmasked Estep 
Score: -16519890.000000 Penalty: 5860.184570
	Iteration 15Q: 3 clusters Score -1.651989e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 124420 members 
Entering Unmasked Estep 
Score: -16520187.000000 Penalty: 5860.184570
	Iteration 16Q: 3 clusters Score -1.652019e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 125092 members 
Entering Unmasked Estep 
Score: -16520384.000000 Penalty: 5860.184570
	Iteration 17Q: 3 clusters Score -1.652038e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 125685 members 
Entering Unmasked Estep 
Score: -16520543.000000 Penalty: 5860.184570
	Iteration 18Q: 3 clusters Score -1.652054e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 126224 members 
Entering Unmasked Estep 
Score: -16520657.000000 Penalty: 5860.184570
	Iteration 19Q: 3 clusters Score -1.652066e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 126724 members 
Entering Unmasked Estep 
Score: -16520780.000000 Penalty: 5860.184570
	Iteration 20F: 3 clusters Score -1.652078e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 127161 members 
Entering Unmasked Estep 
Score: -16520842.000000 Penalty: 5860.184570
	Iteration 21Q: 3 clusters Score -1.652084e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 127561 members 
Entering Unmasked Estep 
Score: -16520909.000000 Penalty: 5860.184570
	Iteration 22Q: 3 clusters Score -1.652091e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 127897 members 
Entering Unmasked Estep 
Score: -16521009.000000 Penalty: 5860.184570
	Iteration 23Q: 3 clusters Score -1.652101e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 128218 members 
Entering Unmasked Estep 
Score: -16521074.000000 Penalty: 5860.184570
	Iteration 24Q: 3 clusters Score -1.652107e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 128535 members 
Entering Unmasked Estep 
Score: -16521114.000000 Penalty: 5860.184570
	Iteration 25Q: 3 clusters Score -1.652111e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 128865 members 
Entering Unmasked Estep 
Score: -16521226.000000 Penalty: 5860.184570
	Iteration 26Q: 3 clusters Score -1.652123e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 129150 members 
Entering Unmasked Estep 
Score: -16521303.000000 Penalty: 5860.184570
	Iteration 27Q: 3 clusters Score -1.65213e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 129413 members 
Entering Unmasked Estep 
Score: -16521350.000000 Penalty: 5860.184570
	Iteration 28Q: 3 clusters Score -1.652135e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 129633 members 
Entering Unmasked Estep 
Score: -16521434.000000 Penalty: 5860.184570
	Iteration 29Q: 3 clusters Score -1.652143e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 129839 members 
Entering Unmasked Estep 
Score: -16521475.000000 Penalty: 5860.184570
	Iteration 30Q: 3 clusters Score -1.652148e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 130016 members 
Entering Unmasked Estep 
Score: -16521464.000000 Penalty: 5860.184570
	Iteration 31Q: 3 clusters Score -1.652146e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 130163 members 
Entering Unmasked Estep 
Score: -16521479.000000 Penalty: 5860.184570
	Iteration 32Q: 3 clusters Score -1.652148e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 130313 members 
Entering Unmasked Estep 
Score: -16521520.000000 Penalty: 5860.184570
	Iteration 33Q: 3 clusters Score -1.652152e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 130436 members 
Entering Unmasked Estep 
Score: -16521509.000000 Penalty: 5860.184570
	Iteration 34Q: 3 clusters Score -1.652151e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 130529 members 
Entering Unmasked Estep 
Score: -16521540.000000 Penalty: 5860.184570
	Iteration 35Q: 3 clusters Score -1.652154e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 130620 members 
Entering Unmasked Estep 
Score: -16521596.000000 Penalty: 5860.184570
	Iteration 36Q: 3 clusters Score -1.65216e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 130706 members 
Entering Unmasked Estep 
Score: -16521594.000000 Penalty: 5860.184570
	Iteration 37Q: 3 clusters Score -1.652159e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 130787 members 
Entering Unmasked Estep 
Score: -16521593.000000 Penalty: 5860.184570
	Iteration 38Q: 3 clusters Score -1.652159e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 130865 members 
Entering Unmasked Estep 
Score: -16521589.000000 Penalty: 5860.184570
	Iteration 39Q: 3 clusters Score -1.652159e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 130934 members 
Entering Unmasked Estep 
Score: -16521584.000000 Penalty: 5860.184570
	Iteration 40F: 3 clusters Score -1.652158e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 130979 members 
Entering Unmasked Estep 
Score: -16521591.000000 Penalty: 5860.184570
	Iteration 41Q: 3 clusters Score -1.652159e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 131023 members 
Entering Unmasked Estep 
Score: -16521589.000000 Penalty: 5860.184570
	Iteration 42Q: 3 clusters Score -1.652159e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 131065 members 
Entering Unmasked Estep 
Score: -16521578.000000 Penalty: 5860.184570
	Iteration 43Q: 3 clusters Score -1.652158e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 131106 members 
Entering Unmasked Estep 
Score: -16521602.000000 Penalty: 5860.184570
	Iteration 44Q: 3 clusters Score -1.65216e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 131152 members 
Entering Unmasked Estep 
Score: -16521610.000000 Penalty: 5860.184570
	Iteration 45Q: 3 clusters Score -1.652161e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 131187 members 
Entering Unmasked Estep 
Score: -16521630.000000 Penalty: 5860.184570
	Iteration 46Q: 3 clusters Score -1.652163e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 131218 members 
Entering Unmasked Estep 
Score: -16521616.000000 Penalty: 5860.184570
	Iteration 47Q: 3 clusters Score -1.652162e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 131246 members 
Entering Unmasked Estep 
Score: -16521636.000000 Penalty: 5860.184570
	Iteration 48Q: 3 clusters Score -1.652164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 131267 members 
Entering Unmasked Estep 
Score: -16521626.000000 Penalty: 5860.184570
	Iteration 49Q: 3 clusters Score -1.652163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 131283 members 
Entering Unmasked Estep 
Score: -16521613.000000 Penalty: 5860.184570
	Iteration 50Q: 3 clusters Score -1.652161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 131292 members 
Entering Unmasked Estep 
Score: -16521612.000000 Penalty: 5860.184570
	Iteration 51Q: 3 clusters Score -1.652161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 131299 members 
Entering Unmasked Estep 
Score: -16521639.000000 Penalty: 5860.184570
	Iteration 52Q: 3 clusters Score -1.652164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 131308 members 
Entering Unmasked Estep 
Score: -16521630.000000 Penalty: 5860.184570
	Iteration 53Q: 3 clusters Score -1.652163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 131317 members 
Entering Unmasked Estep 
Score: -16521640.000000 Penalty: 5860.184570
	Iteration 54Q: 3 clusters Score -1.652164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 131324 members 
Entering Unmasked Estep 
Score: -16521652.000000 Penalty: 5860.184570
	Iteration 55Q: 3 clusters Score -1.652165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 131333 members 
Entering Unmasked Estep 
Score: -16521655.000000 Penalty: 5860.184570
	Iteration 56Q: 3 clusters Score -1.652166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 131335 members 
Entering Unmasked Estep 
Score: -16521652.000000 Penalty: 5860.184570
	Iteration 57Q: 3 clusters Score -1.652165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 131339 members 
Entering Unmasked Estep 
Score: -16521651.000000 Penalty: 5860.184570
	Iteration 58Q: 3 clusters Score -1.652165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 131342 members 
Entering Unmasked Estep 
Score: -16521645.000000 Penalty: 5860.184570
	Iteration 59Q: 3 clusters Score -1.652164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 131346 members 
Entering Unmasked Estep 
Score: -16521645.000000 Penalty: 5860.184570
	Iteration 60F: 3 clusters Score -1.652164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 131351 members 
Entering Unmasked Estep 
Score: -16521645.000000 Penalty: 5860.184570
	Iteration 61Q: 3 clusters Score -1.652164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 131355 members 
Entering Unmasked Estep 
Score: -16521646.000000 Penalty: 5860.184570
	Iteration 62Q: 3 clusters Score -1.652165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 131357 members 
Entering Unmasked Estep 
Score: -16521648.000000 Penalty: 5860.184570
	Iteration 63Q: 3 clusters Score -1.652165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 131358 members 
Entering Unmasked Estep 
Score: -16521651.000000 Penalty: 5860.184570
	Iteration 64Q: 3 clusters Score -1.652165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 131359 members 
Entering Unmasked Estep 
Score: -16521649.000000 Penalty: 5860.184570
	Iteration 65Q: 3 clusters Score -1.652165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 131361 members 
Entering Unmasked Estep 
Score: -16521648.000000 Penalty: 5860.184570
	Iteration 66Q: 3 clusters Score -1.652165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 131362 members 
Entering Unmasked Estep 
Score: -16521658.000000 Penalty: 5860.184570
	Iteration 67Q: 3 clusters Score -1.652166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 131365 members 
Entering Unmasked Estep 
Score: -16521656.000000 Penalty: 5860.184570
	Iteration 68Q: 3 clusters Score -1.652166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 131365 members 
Entering Unmasked Estep 
Score: -16521656.000000 Penalty: 5860.184570
	Iteration 69F: 3 clusters Score -1.652166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -469664.937500 Penalty: 2065.036133
	Iteration 0F: 2 clusters Score -469664.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -465639.843750 Penalty: 4130.072266
	Iteration 0F: 3 clusters Score -465639.8 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -466454.156250 Penalty: 4130.072266
	Iteration 1F: 3 clusters Score -466454.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -466636.843750 Penalty: 4130.072266
	Iteration 2F: 3 clusters Score -466636.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -466762.875000 Penalty: 4130.072266
	Iteration 3Q: 3 clusters Score -466762.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -466866.593750 Penalty: 4130.072266
	Iteration 4Q: 3 clusters Score -466866.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -466942.468750 Penalty: 4130.072266
	Iteration 5Q: 3 clusters Score -466942.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -467002.593750 Penalty: 4130.072266
	Iteration 6Q: 3 clusters Score -467002.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -467053.437500 Penalty: 4130.072266
	Iteration 7Q: 3 clusters Score -467053.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -467099.562500 Penalty: 4130.072266
	Iteration 8Q: 3 clusters Score -467099.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -467137.968750 Penalty: 4130.072266
	Iteration 9Q: 3 clusters Score -467138 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -467171.718750 Penalty: 4130.072266
	Iteration 10Q: 3 clusters Score -467171.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -467211.531250 Penalty: 4130.072266
	Iteration 11Q: 3 clusters Score -467211.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -467252.000000 Penalty: 4130.072266
	Iteration 12Q: 3 clusters Score -467252 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -467280.468750 Penalty: 4130.072266
	Iteration 13Q: 3 clusters Score -467280.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -467314.812500 Penalty: 4130.072266
	Iteration 14Q: 3 clusters Score -467314.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -467356.000000 Penalty: 4130.072266
	Iteration 15Q: 3 clusters Score -467356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -467385.906250 Penalty: 4130.072266
	Iteration 16Q: 3 clusters Score -467385.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -467415.031250 Penalty: 4130.072266
	Iteration 17Q: 3 clusters Score -467415 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -467434.781250 Penalty: 4130.072266
	Iteration 18Q: 3 clusters Score -467434.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -467461.500000 Penalty: 4130.072266
	Iteration 19Q: 3 clusters Score -467461.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -467490.250000 Penalty: 4130.072266
	Iteration 20F: 3 clusters Score -467490.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -467521.656250 Penalty: 4130.072266
	Iteration 21Q: 3 clusters Score -467521.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -467552.250000 Penalty: 4130.072266
	Iteration 22Q: 3 clusters Score -467552.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -467591.250000 Penalty: 4130.072266
	Iteration 23Q: 3 clusters Score -467591.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -467627.500000 Penalty: 4130.072266
	Iteration 24Q: 3 clusters Score -467627.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -467665.125000 Penalty: 4130.072266
	Iteration 25Q: 3 clusters Score -467665.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -467696.718750 Penalty: 4130.072266
	Iteration 26Q: 3 clusters Score -467696.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -467728.968750 Penalty: 4130.072266
	Iteration 27Q: 3 clusters Score -467729 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -467760.843750 Penalty: 4130.072266
	Iteration 28Q: 3 clusters Score -467760.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -467792.312500 Penalty: 4130.072266
	Iteration 29Q: 3 clusters Score -467792.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -467818.375000 Penalty: 4130.072266
	Iteration 30Q: 3 clusters Score -467818.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -467841.343750 Penalty: 4130.072266
	Iteration 31Q: 3 clusters Score -467841.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -467862.093750 Penalty: 4130.072266
	Iteration 32Q: 3 clusters Score -467862.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -467879.000000 Penalty: 4130.072266
	Iteration 33Q: 3 clusters Score -467879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -467892.218750 Penalty: 4130.072266
	Iteration 34Q: 3 clusters Score -467892.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -467905.656250 Penalty: 4130.072266
	Iteration 35Q: 3 clusters Score -467905.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -467922.937500 Penalty: 4130.072266
	Iteration 36Q: 3 clusters Score -467922.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -467944.468750 Penalty: 4130.072266
	Iteration 37Q: 3 clusters Score -467944.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -467962.125000 Penalty: 4130.072266
	Iteration 38Q: 3 clusters Score -467962.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -467986.187500 Penalty: 4130.072266
	Iteration 39Q: 3 clusters Score -467986.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -468003.312500 Penalty: 4130.072266
	Iteration 40F: 3 clusters Score -468003.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -468019.718750 Penalty: 4130.072266
	Iteration 41Q: 3 clusters Score -468019.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -468037.500000 Penalty: 4130.072266
	Iteration 42Q: 3 clusters Score -468037.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -468061.125000 Penalty: 4130.072266
	Iteration 43Q: 3 clusters Score -468061.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -468081.593750 Penalty: 4130.072266
	Iteration 44Q: 3 clusters Score -468081.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -468106.312500 Penalty: 4130.072266
	Iteration 45Q: 3 clusters Score -468106.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -468127.750000 Penalty: 4130.072266
	Iteration 46Q: 3 clusters Score -468127.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -468147.093750 Penalty: 4130.072266
	Iteration 47Q: 3 clusters Score -468147.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -468165.281250 Penalty: 4130.072266
	Iteration 48Q: 3 clusters Score -468165.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -468184.000000 Penalty: 4130.072266
	Iteration 49Q: 3 clusters Score -468184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -468201.375000 Penalty: 4130.072266
	Iteration 50Q: 3 clusters Score -468201.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -468216.656250 Penalty: 4130.072266
	Iteration 51Q: 3 clusters Score -468216.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -468228.468750 Penalty: 4130.072266
	Iteration 52Q: 3 clusters Score -468228.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -468240.437500 Penalty: 4130.072266
	Iteration 53Q: 3 clusters Score -468240.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -468253.812500 Penalty: 4130.072266
	Iteration 54Q: 3 clusters Score -468253.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -468269.968750 Penalty: 4130.072266
	Iteration 55Q: 3 clusters Score -468270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -468285.687500 Penalty: 4130.072266
	Iteration 56Q: 3 clusters Score -468285.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -468299.968750 Penalty: 4130.072266
	Iteration 57Q: 3 clusters Score -468300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -468312.656250 Penalty: 4130.072266
	Iteration 58Q: 3 clusters Score -468312.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -468327.187500 Penalty: 4130.072266
	Iteration 59Q: 3 clusters Score -468327.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -468343.625000 Penalty: 4130.072266
	Iteration 60F: 3 clusters Score -468343.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -468355.875000 Penalty: 4130.072266
	Iteration 61Q: 3 clusters Score -468355.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -468361.375000 Penalty: 4130.072266
	Iteration 62Q: 3 clusters Score -468361.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -468367.187500 Penalty: 4130.072266
	Iteration 63Q: 3 clusters Score -468367.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -468372.437500 Penalty: 4130.072266
	Iteration 64Q: 3 clusters Score -468372.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -468376.750000 Penalty: 4130.072266
	Iteration 65Q: 3 clusters Score -468376.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -468382.531250 Penalty: 4130.072266
	Iteration 66Q: 3 clusters Score -468382.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -468388.000000 Penalty: 4130.072266
	Iteration 67Q: 3 clusters Score -468388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -468391.593750 Penalty: 4130.072266
	Iteration 68Q: 3 clusters Score -468391.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -468394.250000 Penalty: 4130.072266
	Iteration 69Q: 3 clusters Score -468394.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -468393.781250 Penalty: 4130.072266
	Iteration 70Q: 3 clusters Score -468393.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -468394.281250 Penalty: 4130.072266
	Iteration 71Q: 3 clusters Score -468394.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -468395.468750 Penalty: 4130.072266
	Iteration 72Q: 3 clusters Score -468395.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -468397.187500 Penalty: 4130.072266
	Iteration 73Q: 3 clusters Score -468397.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -468397.531250 Penalty: 4130.072266
	Iteration 74Q: 3 clusters Score -468397.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -468397.531250 Penalty: 4130.072266
	Iteration 75F: 3 clusters Score -468397.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -28039.126953 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -28039.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26796.558594 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -26796.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26923.714844 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -26923.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26967.236328 Penalty: 2801.891357
	Iteration 2Q: 3 clusters Score -26967.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26989.037109 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -26989.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26989.037109 Penalty: 2801.891357
	Iteration 4F: 3 clusters Score -26989.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Entering Unmasked Estep 
Score: -1874551.625000 Penalty: 2386.301758
	Iteration 0F: 2 clusters Score -1874552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1863594.750000 Penalty: 4772.603516
	Iteration 0F: 3 clusters Score -1863595 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1867138.000000 Penalty: 4772.603516
	Iteration 1F: 3 clusters Score -1867138 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1867495.250000 Penalty: 4772.603516
	Iteration 2F: 3 clusters Score -1867495 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1867746.500000 Penalty: 4772.603516
	Iteration 3Q: 3 clusters Score -1867746 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1867922.750000 Penalty: 4772.603516
	Iteration 4Q: 3 clusters Score -1867923 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1868088.250000 Penalty: 4772.603516
	Iteration 5Q: 3 clusters Score -1868088 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1868274.500000 Penalty: 4772.603516
	Iteration 6Q: 3 clusters Score -1868274 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1868472.000000 Penalty: 4772.603516
	Iteration 7Q: 3 clusters Score -1868472 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1868706.875000 Penalty: 4772.603516
	Iteration 8Q: 3 clusters Score -1868707 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1868999.250000 Penalty: 4772.603516
	Iteration 9Q: 3 clusters Score -1868999 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1869381.500000 Penalty: 4772.603516
	Iteration 10Q: 3 clusters Score -1869382 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1869835.375000 Penalty: 4772.603516
	Iteration 11Q: 3 clusters Score -1869835 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1870365.125000 Penalty: 4772.603516
	Iteration 12Q: 3 clusters Score -1870365 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1870820.625000 Penalty: 4772.603516
	Iteration 13Q: 3 clusters Score -1870821 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1871109.375000 Penalty: 4772.603516
	Iteration 14Q: 3 clusters Score -1871109 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1871284.000000 Penalty: 4772.603516
	Iteration 15Q: 3 clusters Score -1871284 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1871395.250000 Penalty: 4772.603516
	Iteration 16Q: 3 clusters Score -1871395 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1871477.375000 Penalty: 4772.603516
	Iteration 17Q: 3 clusters Score -1871477 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1871550.500000 Penalty: 4772.603516
	Iteration 18Q: 3 clusters Score -1871550 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1871625.625000 Penalty: 4772.603516
	Iteration 19Q: 3 clusters Score -1871626 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1871701.250000 Penalty: 4772.603516
	Iteration 20F: 3 clusters Score -1871701 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1871777.750000 Penalty: 4772.603516
	Iteration 21Q: 3 clusters Score -1871778 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1871848.625000 Penalty: 4772.603516
	Iteration 22Q: 3 clusters Score -1871849 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1871922.250000 Penalty: 4772.603516
	Iteration 23Q: 3 clusters Score -1871922 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1871989.125000 Penalty: 4772.603516
	Iteration 24Q: 3 clusters Score -1871989 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1872039.000000 Penalty: 4772.603516
	Iteration 25Q: 3 clusters Score -1872039 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1872075.750000 Penalty: 4772.603516
	Iteration 26Q: 3 clusters Score -1872076 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1872111.875000 Penalty: 4772.603516
	Iteration 27Q: 3 clusters Score -1872112 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1872142.375000 Penalty: 4772.603516
	Iteration 28Q: 3 clusters Score -1872142 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1872164.000000 Penalty: 4772.603516
	Iteration 29Q: 3 clusters Score -1872164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1872188.875000 Penalty: 4772.603516
	Iteration 30Q: 3 clusters Score -1872189 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1872219.750000 Penalty: 4772.603516
	Iteration 31Q: 3 clusters Score -1872220 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1872240.250000 Penalty: 4772.603516
	Iteration 32Q: 3 clusters Score -1872240 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1872275.500000 Penalty: 4772.603516
	Iteration 33Q: 3 clusters Score -1872276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1872302.375000 Penalty: 4772.603516
	Iteration 34Q: 3 clusters Score -1872302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1872318.625000 Penalty: 4772.603516
	Iteration 35Q: 3 clusters Score -1872319 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1872344.000000 Penalty: 4772.603516
	Iteration 36Q: 3 clusters Score -1872344 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1872360.875000 Penalty: 4772.603516
	Iteration 37Q: 3 clusters Score -1872361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1872380.750000 Penalty: 4772.603516
	Iteration 38Q: 3 clusters Score -1872381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1872390.625000 Penalty: 4772.603516
	Iteration 39Q: 3 clusters Score -1872391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1872392.750000 Penalty: 4772.603516
	Iteration 40F: 3 clusters Score -1872393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1872407.125000 Penalty: 4772.603516
	Iteration 41Q: 3 clusters Score -1872407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1872412.500000 Penalty: 4772.603516
	Iteration 42Q: 3 clusters Score -1872412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1872419.250000 Penalty: 4772.603516
	Iteration 43Q: 3 clusters Score -1872419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1872427.625000 Penalty: 4772.603516
	Iteration 44Q: 3 clusters Score -1872428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1872432.000000 Penalty: 4772.603516
	Iteration 45Q: 3 clusters Score -1872432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1872434.625000 Penalty: 4772.603516
	Iteration 46Q: 3 clusters Score -1872435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1872440.250000 Penalty: 4772.603516
	Iteration 47Q: 3 clusters Score -1872440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1872445.125000 Penalty: 4772.603516
	Iteration 48Q: 3 clusters Score -1872445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1872445.500000 Penalty: 4772.603516
	Iteration 49Q: 3 clusters Score -1872446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1872449.875000 Penalty: 4772.603516
	Iteration 50Q: 3 clusters Score -1872450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1872447.500000 Penalty: 4772.603516
	Iteration 51Q: 3 clusters Score -1872448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1872452.625000 Penalty: 4772.603516
	Iteration 52Q: 3 clusters Score -1872453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1872447.875000 Penalty: 4772.603516
	Iteration 53Q: 3 clusters Score -1872448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1872452.250000 Penalty: 4772.603516
	Iteration 54Q: 3 clusters Score -1872452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1872452.375000 Penalty: 4772.603516
	Iteration 55Q: 3 clusters Score -1872452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1872453.375000 Penalty: 4772.603516
	Iteration 56Q: 3 clusters Score -1872453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1872451.250000 Penalty: 4772.603516
	Iteration 57Q: 3 clusters Score -1872451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1872452.625000 Penalty: 4772.603516
	Iteration 58Q: 3 clusters Score -1872453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1872455.125000 Penalty: 4772.603516
	Iteration 59Q: 3 clusters Score -1872455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1872456.000000 Penalty: 4772.603516
	Iteration 60F: 3 clusters Score -1872456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1872452.500000 Penalty: 4772.603516
	Iteration 61Q: 3 clusters Score -1872452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1872459.125000 Penalty: 4772.603516
	Iteration 62Q: 3 clusters Score -1872459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1872457.375000 Penalty: 4772.603516
	Iteration 63Q: 3 clusters Score -1872457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1872461.000000 Penalty: 4772.603516
	Iteration 64Q: 3 clusters Score -1872461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1872467.250000 Penalty: 4772.603516
	Iteration 65Q: 3 clusters Score -1872467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1872468.250000 Penalty: 4772.603516
	Iteration 66Q: 3 clusters Score -1872468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1872469.625000 Penalty: 4772.603516
	Iteration 67Q: 3 clusters Score -1872470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1872470.875000 Penalty: 4772.603516
	Iteration 68Q: 3 clusters Score -1872471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1872472.000000 Penalty: 4772.603516
	Iteration 69Q: 3 clusters Score -1872472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1872473.125000 Penalty: 4772.603516
	Iteration 70Q: 3 clusters Score -1872473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1872469.875000 Penalty: 4772.603516
	Iteration 71Q: 3 clusters Score -1872470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1872469.875000 Penalty: 4772.603516
	Iteration 72F: 3 clusters Score -1872470 nChanged 0
--- Evaluating fit on full set of 2621091 points ---
Entering Unmasked Estep 
Score: -316047776.000000 Penalty: 62308.691406
21->18 Clusters: Score -316047776.000000, best is -316054880.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 873697 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 41558 members 
Mstep: Class 3 contains 41568 members 
Mstep: Class 4 contains 41745 members 
Mstep: Class 5 contains 41480 members 
Mstep: Class 6 contains 41561 members 
Mstep: Class 7 contains 41540 members 
Mstep: Class 8 contains 41146 members 
Mstep: Class 9 contains 42193 members 
Mstep: Class 10 contains 41434 members 
Mstep: Class 11 contains 41720 members 
Mstep: Class 12 contains 41597 members 
Mstep: Class 13 contains 41769 members 
Mstep: Class 14 contains 41593 members 
Mstep: Class 15 contains 41721 members 
Mstep: Class 16 contains 41814 members 
Mstep: Class 17 contains 41390 members 
Mstep: Class 18 contains 41682 members 
Mstep: Class 19 contains 41491 members 
Mstep: Class 20 contains 41860 members 
Mstep: Class 21 contains 41493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 132.787720 but Gain 3392.757812
Score: -99612104.000000 Penalty: 67855.226562
Iteration 0F: 21 clusters Score -9.96121e+07 nChanged 830911
Entering Unmasked Mstep 
Mstep: Class 0 contains 2897 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 84400 members 
Mstep: Class 3 contains 9603 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 3472 members 
Mstep: Class 6 contains 108985 members 
Mstep: Class 7 contains 30207 members 
Mstep: Class 8 contains 8795 members 
Mstep: Class 9 contains 4040 members 
Mstep: Class 10 contains 8551 members 
Mstep: Class 11 contains 5374 members 
Mstep: Class 12 contains 384378 members 
Mstep: Class 13 contains 4243 members 
Mstep: Class 14 contains 136534 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 4835 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 18 contains 15011 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 812.941956 but Gain 3392.765625
Score: -103257480.000000 Penalty: 64462.460938
Iteration 1F: 20 clusters Score -1.032575e+08 nChanged 258372
Entering Unmasked Mstep 
Mstep: Class 0 contains 1260 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 66845 members 
Mstep: Class 3 contains 2890 members 
Mstep: Class 4 contains 1445 members 
Mstep: Class 5 contains 904 members 
Mstep: Class 6 contains 112186 members 
Mstep: Class 7 contains 19735 members 
Mstep: Class 8 contains 3050 members 
Mstep: Class 9 contains 1561 members 
Mstep: Class 10 contains 7048 members 
Mstep: Class 12 contains 497766 members 
Mstep: Class 13 contains 1396 members 
Mstep: Class 14 contains 112317 members 
Mstep: Class 15 contains 431 members 
Mstep: Class 16 contains 1389 members 
Mstep: Class 17 contains 3261 members 
Mstep: Class 18 contains 7997 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1345.923828 but Gain 3392.761719
Score: -103481440.000000 Penalty: 61069.699219
Iteration 2F: 19 clusters Score -1.034814e+08 nChanged 153871
Entering Unmasked Mstep 
Mstep: Class 0 contains 290 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 64874 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 1035 members 
Mstep: Class 6 contains 128307 members 
Mstep: Class 7 contains 15269 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 1896 members 
Mstep: Class 10 contains 6471 members 
Mstep: Class 12 contains 507899 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 111521 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 914 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 4337 members 
Mstep: Class 20 contains 1451 members 
Mstep: Class 21 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 992.007935 but Gain 3392.757812
Score: -103626136.000000 Penalty: 57676.941406
Iteration 3F: 18 clusters Score -1.036261e+08 nChanged 113346
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 68389 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 993 members 
Mstep: Class 6 contains 163484 members 
Mstep: Class 7 contains 12999 members 
Mstep: Class 8 contains 3043 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 5251 members 
Mstep: Class 12 contains 475721 members 
Mstep: Class 13 contains 2670 members 
Mstep: Class 14 contains 117050 members 
Mstep: Class 15 contains 612 members 
Mstep: Class 16 contains 818 members 
Mstep: Class 17 contains 2005 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 21 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1081.997314 but Gain 3392.761719
Score: -103774032.000000 Penalty: 54284.179688
Iteration 4F: 17 clusters Score -1.03774e+08 nChanged 100236
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 68215 members 
Mstep: Class 3 contains 1753 members 
Mstep: Class 4 contains 984 members 
Mstep: Class 6 contains 206070 members 
Mstep: Class 7 contains 10949 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 1189 members 
Mstep: Class 10 contains 4187 members 
Mstep: Class 12 contains 431808 members 
Mstep: Class 13 contains 3244 members 
Mstep: Class 14 contains 125833 members 
Mstep: Class 15 contains 1074 members 
Mstep: Class 17 contains 2003 members 
Mstep: Class 18 contains 1274 members 
Mstep: Class 21 contains 1804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1447.804565 but Gain 3392.761719
Score: -103903080.000000 Penalty: 50891.417969
Iteration 5F: 16 clusters Score -1.039031e+08 nChanged 91422
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 66201 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 888 members 
Mstep: Class 6 contains 244197 members 
Mstep: Class 7 contains 9443 members 
Mstep: Class 8 contains 4214 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 3704 members 
Mstep: Class 12 contains 392166 members 
Mstep: Class 13 contains 3562 members 
Mstep: Class 14 contains 134944 members 
Mstep: Class 15 contains 1375 members 
Mstep: Class 17 contains 2396 members 
Mstep: Class 21 contains 1829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1742.017700 but Gain 3392.761719
Score: -103995440.000000 Penalty: 47498.656250
Iteration 6F: 15 clusters Score -1.039954e+08 nChanged 81150
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 62402 members 
Mstep: Class 4 contains 808 members 
Mstep: Class 6 contains 268123 members 
Mstep: Class 7 contains 8750 members 
Mstep: Class 8 contains 4242 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 3544 members 
Mstep: Class 12 contains 364667 members 
Mstep: Class 13 contains 3939 members 
Mstep: Class 14 contains 145831 members 
Mstep: Class 15 contains 1519 members 
Mstep: Class 17 contains 2633 members 
Mstep: Class 21 contains 1827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2064.778320 but Gain 3392.761719
Score: -104060736.000000 Penalty: 44105.894531
Iteration 7F: 14 clusters Score -1.040607e+08 nChanged 70967
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 58451 members 
Mstep: Class 6 contains 280876 members 
Mstep: Class 7 contains 8478 members 
Mstep: Class 8 contains 4307 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 3457 members 
Mstep: Class 12 contains 343040 members 
Mstep: Class 13 contains 4018 members 
Mstep: Class 14 contains 160522 members 
Mstep: Class 15 contains 1571 members 
Mstep: Class 17 contains 2838 members 
Mstep: Class 21 contains 1798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3295.803955 but Gain 3392.761719
Score: -104114736.000000 Penalty: 40713.132812
Iteration 8F: 13 clusters Score -1.041147e+08 nChanged 61380
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 54903 members 
Mstep: Class 6 contains 286538 members 
Mstep: Class 7 contains 8814 members 
Mstep: Class 8 contains 4369 members 
Mstep: Class 9 contains 919 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 12 contains 325379 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 178966 members 
Mstep: Class 15 contains 1581 members 
Mstep: Class 17 contains 2951 members 
Mstep: Class 21 contains 1792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154680.000000 Penalty: 40713.132812
Iteration 9F: 13 clusters Score -1.041547e+08 nChanged 45002
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 52312 members 
Mstep: Class 6 contains 282967 members 
Mstep: Class 7 contains 9065 members 
Mstep: Class 8 contains 4384 members 
Mstep: Class 9 contains 894 members 
Mstep: Class 10 contains 3357 members 
Mstep: Class 12 contains 312249 members 
Mstep: Class 13 contains 4065 members 
Mstep: Class 14 contains 198016 members 
Mstep: Class 15 contains 1592 members 
Mstep: Class 17 contains 2971 members 
Mstep: Class 21 contains 1794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104177856.000000 Penalty: 40713.132812
Iteration 10F: 13 clusters Score -1.041779e+08 nChanged 35475
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 50863 members 
Mstep: Class 6 contains 272402 members 
Mstep: Class 7 contains 9569 members 
Mstep: Class 8 contains 4405 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 12 contains 304222 members 
Mstep: Class 13 contains 4061 members 
Mstep: Class 14 contains 217563 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 17 contains 2971 members 
Mstep: Class 21 contains 1826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104190512.000000 Penalty: 40713.132812
Iteration 11Q: 13 clusters Score -1.041905e+08 nChanged 33201
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 50279 members 
Mstep: Class 6 contains 260041 members 
Mstep: Class 7 contains 10164 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 863 members 
Mstep: Class 10 contains 3285 members 
Mstep: Class 12 contains 295501 members 
Mstep: Class 13 contains 4046 members 
Mstep: Class 14 contains 238651 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 21 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104201696.000000 Penalty: 40713.132812
Iteration 12Q: 13 clusters Score -1.042017e+08 nChanged 33540
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 50358 members 
Mstep: Class 6 contains 246208 members 
Mstep: Class 7 contains 10818 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 3253 members 
Mstep: Class 12 contains 287147 members 
Mstep: Class 13 contains 4037 members 
Mstep: Class 14 contains 260178 members 
Mstep: Class 15 contains 1569 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 21 contains 1866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104210200.000000 Penalty: 40713.132812
Iteration 13Q: 13 clusters Score -1.042102e+08 nChanged 33585
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 50851 members 
Mstep: Class 6 contains 233028 members 
Mstep: Class 7 contains 11401 members 
Mstep: Class 8 contains 4420 members 
Mstep: Class 9 contains 832 members 
Mstep: Class 10 contains 3209 members 
Mstep: Class 12 contains 278034 members 
Mstep: Class 13 contains 4022 members 
Mstep: Class 14 contains 281482 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 21 contains 1857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104218264.000000 Penalty: 40713.132812
Iteration 14Q: 13 clusters Score -1.042183e+08 nChanged 32950
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 51559 members 
Mstep: Class 6 contains 221740 members 
Mstep: Class 7 contains 11883 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 3167 members 
Mstep: Class 12 contains 267025 members 
Mstep: Class 13 contains 3998 members 
Mstep: Class 14 contains 302644 members 
Mstep: Class 15 contains 1523 members 
Mstep: Class 17 contains 3009 members 
Mstep: Class 21 contains 1878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104225128.000000 Penalty: 40713.132812
Iteration 15Q: 13 clusters Score -1.042251e+08 nChanged 34207
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 52598 members 
Mstep: Class 6 contains 213241 members 
Mstep: Class 7 contains 12263 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 810 members 
Mstep: Class 10 contains 3133 members 
Mstep: Class 12 contains 252600 members 
Mstep: Class 13 contains 3975 members 
Mstep: Class 14 contains 324174 members 
Mstep: Class 15 contains 1505 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 21 contains 1879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104228016.000000 Penalty: 40713.132812
Iteration 16Q: 13 clusters Score -1.04228e+08 nChanged 34980
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 53949 members 
Mstep: Class 6 contains 208557 members 
Mstep: Class 7 contains 12517 members 
Mstep: Class 8 contains 4420 members 
Mstep: Class 9 contains 799 members 
Mstep: Class 10 contains 3111 members 
Mstep: Class 12 contains 237045 members 
Mstep: Class 13 contains 3968 members 
Mstep: Class 14 contains 342792 members 
Mstep: Class 15 contains 1493 members 
Mstep: Class 17 contains 3163 members 
Mstep: Class 21 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104224992.000000 Penalty: 40713.132812
Iteration 17Q: 13 clusters Score -1.04225e+08 nChanged 31983
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 55393 members 
Mstep: Class 6 contains 207154 members 
Mstep: Class 7 contains 12714 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 793 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 12 contains 224876 members 
Mstep: Class 13 contains 3975 members 
Mstep: Class 14 contains 354637 members 
Mstep: Class 15 contains 1483 members 
Mstep: Class 17 contains 3307 members 
Mstep: Class 21 contains 1803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104218816.000000 Penalty: 40713.132812
Iteration 18Q: 13 clusters Score -1.042188e+08 nChanged 26445
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 56746 members 
Mstep: Class 6 contains 208700 members 
Mstep: Class 7 contains 12912 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 789 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 12 contains 217744 members 
Mstep: Class 13 contains 3988 members 
Mstep: Class 14 contains 358540 members 
Mstep: Class 15 contains 1476 members 
Mstep: Class 17 contains 3491 members 
Mstep: Class 21 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104214880.000000 Penalty: 40713.132812
Iteration 19Q: 13 clusters Score -1.042149e+08 nChanged 20860
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 57752 members 
Mstep: Class 6 contains 211801 members 
Mstep: Class 7 contains 13160 members 
Mstep: Class 8 contains 4458 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 12 contains 214596 members 
Mstep: Class 13 contains 3997 members 
Mstep: Class 14 contains 357152 members 
Mstep: Class 15 contains 1472 members 
Mstep: Class 17 contains 3686 members 
Mstep: Class 21 contains 1712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104217040.000000 Penalty: 40713.132812
Iteration 20F: 13 clusters Score -1.04217e+08 nChanged 19779
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 58434 members 
Mstep: Class 6 contains 215066 members 
Mstep: Class 7 contains 13484 members 
Mstep: Class 8 contains 4453 members 
Mstep: Class 9 contains 784 members 
Mstep: Class 10 contains 3002 members 
Mstep: Class 12 contains 211724 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 355586 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 21 contains 1848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104217040.000000 Penalty: 40713.132812
Iteration 21Q: 13 clusters Score -1.04217e+08 nChanged 18190
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 58829 members 
Mstep: Class 6 contains 218715 members 
Mstep: Class 7 contains 13820 members 
Mstep: Class 8 contains 4465 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 2908 members 
Mstep: Class 12 contains 211398 members 
Mstep: Class 13 contains 4022 members 
Mstep: Class 14 contains 351401 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 21 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104217552.000000 Penalty: 40713.132812
Iteration 22Q: 13 clusters Score -1.042176e+08 nChanged 15968
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 58951 members 
Mstep: Class 6 contains 222131 members 
Mstep: Class 7 contains 14213 members 
Mstep: Class 8 contains 4482 members 
Mstep: Class 9 contains 754 members 
Mstep: Class 10 contains 2818 members 
Mstep: Class 12 contains 212507 members 
Mstep: Class 13 contains 4065 members 
Mstep: Class 14 contains 346256 members 
Mstep: Class 15 contains 1293 members 
Mstep: Class 17 contains 4193 members 
Mstep: Class 21 contains 2007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104219672.000000 Penalty: 40713.132812
Iteration 23Q: 13 clusters Score -1.042197e+08 nChanged 13979
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 58953 members 
Mstep: Class 6 contains 225078 members 
Mstep: Class 7 contains 14671 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 2730 members 
Mstep: Class 12 contains 214199 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 341084 members 
Mstep: Class 15 contains 1264 members 
Mstep: Class 17 contains 4289 members 
Mstep: Class 21 contains 2032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104222336.000000 Penalty: 40713.132812
Iteration 24Q: 13 clusters Score -1.042223e+08 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 58967 members 
Mstep: Class 6 contains 227178 members 
Mstep: Class 7 contains 15204 members 
Mstep: Class 8 contains 4512 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 2676 members 
Mstep: Class 12 contains 216180 members 
Mstep: Class 13 contains 4149 members 
Mstep: Class 14 contains 336409 members 
Mstep: Class 15 contains 1264 members 
Mstep: Class 17 contains 4354 members 
Mstep: Class 21 contains 2051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104223592.000000 Penalty: 40713.132812
Iteration 25Q: 13 clusters Score -1.042236e+08 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 58938 members 
Mstep: Class 6 contains 228698 members 
Mstep: Class 7 contains 15791 members 
Mstep: Class 8 contains 4516 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 2653 members 
Mstep: Class 12 contains 218458 members 
Mstep: Class 13 contains 4171 members 
Mstep: Class 14 contains 332014 members 
Mstep: Class 15 contains 1270 members 
Mstep: Class 17 contains 4403 members 
Mstep: Class 21 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104225616.000000 Penalty: 40713.132812
Iteration 26Q: 13 clusters Score -1.042256e+08 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 58917 members 
Mstep: Class 6 contains 229518 members 
Mstep: Class 7 contains 16459 members 
Mstep: Class 8 contains 4522 members 
Mstep: Class 9 contains 707 members 
Mstep: Class 10 contains 2641 members 
Mstep: Class 12 contains 220439 members 
Mstep: Class 13 contains 4173 members 
Mstep: Class 14 contains 328541 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 21 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104227240.000000 Penalty: 40713.132812
Iteration 27Q: 13 clusters Score -1.042272e+08 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 58937 members 
Mstep: Class 6 contains 230069 members 
Mstep: Class 7 contains 17105 members 
Mstep: Class 8 contains 4533 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 2640 members 
Mstep: Class 12 contains 222233 members 
Mstep: Class 13 contains 4174 members 
Mstep: Class 14 contains 325495 members 
Mstep: Class 15 contains 1272 members 
Mstep: Class 17 contains 4473 members 
Mstep: Class 21 contains 2037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104228744.000000 Penalty: 40713.132812
Iteration 28Q: 13 clusters Score -1.042287e+08 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 58979 members 
Mstep: Class 6 contains 230124 members 
Mstep: Class 7 contains 17777 members 
Mstep: Class 8 contains 4530 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 2639 members 
Mstep: Class 12 contains 223877 members 
Mstep: Class 13 contains 4173 members 
Mstep: Class 14 contains 323064 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 17 contains 4497 members 
Mstep: Class 21 contains 2037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104230504.000000 Penalty: 40713.132812
Iteration 29Q: 13 clusters Score -1.042305e+08 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 59014 members 
Mstep: Class 6 contains 229863 members 
Mstep: Class 7 contains 18443 members 
Mstep: Class 8 contains 4529 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 2636 members 
Mstep: Class 12 contains 225368 members 
Mstep: Class 13 contains 4172 members 
Mstep: Class 14 contains 321127 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 17 contains 4508 members 
Mstep: Class 21 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104231800.000000 Penalty: 40713.132812
Iteration 30Q: 13 clusters Score -1.042318e+08 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 59013 members 
Mstep: Class 6 contains 229353 members 
Mstep: Class 7 contains 19098 members 
Mstep: Class 8 contains 4529 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 2635 members 
Mstep: Class 12 contains 226623 members 
Mstep: Class 13 contains 4173 members 
Mstep: Class 14 contains 319718 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 17 contains 4518 members 
Mstep: Class 21 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104232960.000000 Penalty: 40713.132812
Iteration 31Q: 13 clusters Score -1.04233e+08 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 59014 members 
Mstep: Class 6 contains 228760 members 
Mstep: Class 7 contains 19709 members 
Mstep: Class 8 contains 4526 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 2635 members 
Mstep: Class 12 contains 227728 members 
Mstep: Class 13 contains 4171 members 
Mstep: Class 14 contains 318594 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 17 contains 4522 members 
Mstep: Class 21 contains 2040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104234368.000000 Penalty: 40713.132812
Iteration 32Q: 13 clusters Score -1.042344e+08 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 59001 members 
Mstep: Class 6 contains 228266 members 
Mstep: Class 7 contains 20279 members 
Mstep: Class 8 contains 4523 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 2635 members 
Mstep: Class 12 contains 228692 members 
Mstep: Class 13 contains 4171 members 
Mstep: Class 14 contains 317564 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 17 contains 4526 members 
Mstep: Class 21 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104234912.000000 Penalty: 40713.132812
Iteration 33Q: 13 clusters Score -1.042349e+08 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 58983 members 
Mstep: Class 6 contains 227826 members 
Mstep: Class 7 contains 20859 members 
Mstep: Class 8 contains 4521 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 2635 members 
Mstep: Class 12 contains 229405 members 
Mstep: Class 13 contains 4169 members 
Mstep: Class 14 contains 316724 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 21 contains 2043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104235240.000000 Penalty: 40713.132812
Iteration 34Q: 13 clusters Score -1.042352e+08 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 59000 members 
Mstep: Class 6 contains 227424 members 
Mstep: Class 7 contains 21439 members 
Mstep: Class 8 contains 4523 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 2634 members 
Mstep: Class 12 contains 230059 members 
Mstep: Class 13 contains 4169 members 
Mstep: Class 14 contains 315867 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 17 contains 4541 members 
Mstep: Class 21 contains 2043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104236080.000000 Penalty: 40713.132812
Iteration 35Q: 13 clusters Score -1.042361e+08 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 59013 members 
Mstep: Class 6 contains 226964 members 
Mstep: Class 7 contains 22027 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 2634 members 
Mstep: Class 12 contains 230635 members 
Mstep: Class 13 contains 4167 members 
Mstep: Class 14 contains 315149 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 21 contains 2044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104236760.000000 Penalty: 40713.132812
Iteration 36Q: 13 clusters Score -1.042368e+08 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 59054 members 
Mstep: Class 6 contains 226596 members 
Mstep: Class 7 contains 22615 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 2634 members 
Mstep: Class 12 contains 231134 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 314390 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 17 contains 4550 members 
Mstep: Class 21 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104237408.000000 Penalty: 40713.132812
Iteration 37Q: 13 clusters Score -1.042374e+08 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 59109 members 
Mstep: Class 6 contains 226378 members 
Mstep: Class 7 contains 23203 members 
Mstep: Class 8 contains 4510 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 2634 members 
Mstep: Class 12 contains 231609 members 
Mstep: Class 13 contains 4163 members 
Mstep: Class 14 contains 313491 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 17 contains 4557 members 
Mstep: Class 21 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104237992.000000 Penalty: 40713.132812
Iteration 38Q: 13 clusters Score -1.04238e+08 nChanged 4794
Entering ConstructFrom: 
Score: -104237992.000000 Penalty: 40713.132812
Entering ConstructFrom: 
Trying to split cluster 2 (59158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Entering Unmasked Estep 
Score: -6991764.000000 Penalty: 2725.015869
	Iteration 0F: 2 clusters Score -6991764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -6951895.500000 Penalty: 5450.031738
	Iteration 0F: 3 clusters Score -6951896 nChanged 27587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -6967229.500000 Penalty: 5450.031738
	Iteration 1F: 3 clusters Score -6967230 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -6967776.500000 Penalty: 5450.031738
	Iteration 2Q: 3 clusters Score -6967776 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -6968416.000000 Penalty: 5450.031738
	Iteration 3Q: 3 clusters Score -6968416 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -6969377.000000 Penalty: 5450.031738
	Iteration 4Q: 3 clusters Score -6969377 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -6970928.000000 Penalty: 5450.031738
	Iteration 5F: 3 clusters Score -6970928 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -6973634.000000 Penalty: 5450.031738
	Iteration 6F: 3 clusters Score -6973634 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -6977788.000000 Penalty: 5450.031738
	Iteration 7F: 3 clusters Score -6977788 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -6982720.500000 Penalty: 5450.031738
	Iteration 8F: 3 clusters Score -6982720 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -6986545.000000 Penalty: 5450.031738
	Iteration 9F: 3 clusters Score -6986545 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6988393.000000 Penalty: 5450.031738
	Iteration 10Q: 3 clusters Score -6988393 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6989054.000000 Penalty: 5450.031738
	Iteration 11Q: 3 clusters Score -6989054 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6989228.000000 Penalty: 5450.031738
	Iteration 12Q: 3 clusters Score -6989228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6989300.500000 Penalty: 5450.031738
	Iteration 13Q: 3 clusters Score -6989300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6989321.000000 Penalty: 5450.031738
	Iteration 14Q: 3 clusters Score -6989321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58961 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6989337.500000 Penalty: 5450.031738
	Iteration 15Q: 3 clusters Score -6989338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6989347.500000 Penalty: 5450.031738
	Iteration 16Q: 3 clusters Score -6989348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6989351.000000 Penalty: 5450.031738
	Iteration 17Q: 3 clusters Score -6989351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6989351.000000 Penalty: 5450.031738
	Iteration 18F: 3 clusters Score -6989351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (226210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226210 members 
Entering Unmasked Estep 
Score: -27510092.000000 Penalty: 3057.646240
	Iteration 0F: 2 clusters Score -2.751009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112397 members 
Mstep: Class 2 contains 113813 members 
Entering Unmasked Estep 
Score: -27369704.000000 Penalty: 6115.292480
	Iteration 0F: 3 clusters Score -2.73697e+07 nChanged 108522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102685 members 
Mstep: Class 2 contains 123525 members 
Entering Unmasked Estep 
Score: -27434758.000000 Penalty: 6115.292480
	Iteration 1F: 3 clusters Score -2.743476e+07 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95609 members 
Mstep: Class 2 contains 130601 members 
Entering Unmasked Estep 
Score: -27439302.000000 Penalty: 6115.292480
	Iteration 2Q: 3 clusters Score -2.74393e+07 nChanged 13488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84875 members 
Mstep: Class 2 contains 141335 members 
Entering Unmasked Estep 
Score: -27446524.000000 Penalty: 6115.292480
	Iteration 3F: 3 clusters Score -2.744652e+07 nChanged 17795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69870 members 
Mstep: Class 2 contains 156340 members 
Entering Unmasked Estep 
Score: -27459156.000000 Penalty: 6115.292480
	Iteration 4F: 3 clusters Score -2.745916e+07 nChanged 20274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 174380 members 
Entering Unmasked Estep 
Score: -27476352.000000 Penalty: 6115.292480
	Iteration 5F: 3 clusters Score -2.747635e+07 nChanged 17928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 190492 members 
Entering Unmasked Estep 
Score: -27493270.000000 Penalty: 6115.292480
	Iteration 6F: 3 clusters Score -2.749327e+07 nChanged 11411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 200029 members 
Entering Unmasked Estep 
Score: -27503032.000000 Penalty: 6115.292480
	Iteration 7F: 3 clusters Score -2.750303e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 204561 members 
Entering Unmasked Estep 
Score: -27507550.000000 Penalty: 6115.292480
	Iteration 8Q: 3 clusters Score -2.750755e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 206966 members 
Entering Unmasked Estep 
Score: -27509072.000000 Penalty: 6115.292480
	Iteration 9Q: 3 clusters Score -2.750907e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 208719 members 
Entering Unmasked Estep 
Score: -27509418.000000 Penalty: 6115.292480
	Iteration 10Q: 3 clusters Score -2.750942e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 210171 members 
Entering Unmasked Estep 
Score: -27509626.000000 Penalty: 6115.292480
	Iteration 11Q: 3 clusters Score -2.750963e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 211443 members 
Entering Unmasked Estep 
Score: -27509790.000000 Penalty: 6115.292480
	Iteration 12Q: 3 clusters Score -2.750979e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 212556 members 
Entering Unmasked Estep 
Score: -27509886.000000 Penalty: 6115.292480
	Iteration 13Q: 3 clusters Score -2.750989e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 213528 members 
Entering Unmasked Estep 
Score: -27509830.000000 Penalty: 6115.292480
	Iteration 14Q: 3 clusters Score -2.750983e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 214406 members 
Entering Unmasked Estep 
Score: -27509868.000000 Penalty: 6115.292480
	Iteration 15Q: 3 clusters Score -2.750987e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 215254 members 
Entering Unmasked Estep 
Score: -27509832.000000 Penalty: 6115.292480
	Iteration 16Q: 3 clusters Score -2.750983e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 216030 members 
Entering Unmasked Estep 
Score: -27509802.000000 Penalty: 6115.292480
	Iteration 17Q: 3 clusters Score -2.75098e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 216688 members 
Entering Unmasked Estep 
Score: -27509814.000000 Penalty: 6115.292480
	Iteration 18Q: 3 clusters Score -2.750981e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 217241 members 
Entering Unmasked Estep 
Score: -27509798.000000 Penalty: 6115.292480
	Iteration 19Q: 3 clusters Score -2.75098e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 217730 members 
Entering Unmasked Estep 
Score: -27509764.000000 Penalty: 6115.292480
	Iteration 20F: 3 clusters Score -2.750976e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 218164 members 
Entering Unmasked Estep 
Score: -27509750.000000 Penalty: 6115.292480
	Iteration 21Q: 3 clusters Score -2.750975e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 218534 members 
Entering Unmasked Estep 
Score: -27509706.000000 Penalty: 6115.292480
	Iteration 22Q: 3 clusters Score -2.750971e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 218889 members 
Entering Unmasked Estep 
Score: -27509696.000000 Penalty: 6115.292480
	Iteration 23Q: 3 clusters Score -2.75097e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 219230 members 
Entering Unmasked Estep 
Score: -27509644.000000 Penalty: 6115.292480
	Iteration 24Q: 3 clusters Score -2.750964e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 219533 members 
Entering Unmasked Estep 
Score: -27509648.000000 Penalty: 6115.292480
	Iteration 25Q: 3 clusters Score -2.750965e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 219791 members 
Entering Unmasked Estep 
Score: -27509660.000000 Penalty: 6115.292480
	Iteration 26Q: 3 clusters Score -2.750966e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 220011 members 
Entering Unmasked Estep 
Score: -27509626.000000 Penalty: 6115.292480
	Iteration 27Q: 3 clusters Score -2.750963e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 220207 members 
Entering Unmasked Estep 
Score: -27509616.000000 Penalty: 6115.292480
	Iteration 28Q: 3 clusters Score -2.750962e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 220387 members 
Entering Unmasked Estep 
Score: -27509670.000000 Penalty: 6115.292480
	Iteration 29Q: 3 clusters Score -2.750967e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 220549 members 
Entering Unmasked Estep 
Score: -27509614.000000 Penalty: 6115.292480
	Iteration 30Q: 3 clusters Score -2.750961e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 220709 members 
Entering Unmasked Estep 
Score: -27509646.000000 Penalty: 6115.292480
	Iteration 31Q: 3 clusters Score -2.750965e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 220843 members 
Entering Unmasked Estep 
Score: -27509672.000000 Penalty: 6115.292480
	Iteration 32Q: 3 clusters Score -2.750967e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 220978 members 
Entering Unmasked Estep 
Score: -27509604.000000 Penalty: 6115.292480
	Iteration 33Q: 3 clusters Score -2.75096e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 221102 members 
Entering Unmasked Estep 
Score: -27509590.000000 Penalty: 6115.292480
	Iteration 34Q: 3 clusters Score -2.750959e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 221210 members 
Entering Unmasked Estep 
Score: -27509570.000000 Penalty: 6115.292480
	Iteration 35Q: 3 clusters Score -2.750957e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 221293 members 
Entering Unmasked Estep 
Score: -27509540.000000 Penalty: 6115.292480
	Iteration 36Q: 3 clusters Score -2.750954e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 221357 members 
Entering Unmasked Estep 
Score: -27509534.000000 Penalty: 6115.292480
	Iteration 37Q: 3 clusters Score -2.750953e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 221416 members 
Entering Unmasked Estep 
Score: -27509524.000000 Penalty: 6115.292480
	Iteration 38Q: 3 clusters Score -2.750952e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 221448 members 
Entering Unmasked Estep 
Score: -27509492.000000 Penalty: 6115.292480
	Iteration 39Q: 3 clusters Score -2.750949e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 221479 members 
Entering Unmasked Estep 
Score: -27509492.000000 Penalty: 6115.292480
	Iteration 40F: 3 clusters Score -2.750949e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 221516 members 
Entering Unmasked Estep 
Score: -27509490.000000 Penalty: 6115.292480
	Iteration 41Q: 3 clusters Score -2.750949e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 221573 members 
Entering Unmasked Estep 
Score: -27509478.000000 Penalty: 6115.292480
	Iteration 42Q: 3 clusters Score -2.750948e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 221632 members 
Entering Unmasked Estep 
Score: -27509466.000000 Penalty: 6115.292480
	Iteration 43Q: 3 clusters Score -2.750947e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 221693 members 
Entering Unmasked Estep 
Score: -27509500.000000 Penalty: 6115.292480
	Iteration 44Q: 3 clusters Score -2.75095e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 221753 members 
Entering Unmasked Estep 
Score: -27509522.000000 Penalty: 6115.292480
	Iteration 45Q: 3 clusters Score -2.750952e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 221803 members 
Entering Unmasked Estep 
Score: -27509486.000000 Penalty: 6115.292480
	Iteration 46Q: 3 clusters Score -2.750949e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 221851 members 
Entering Unmasked Estep 
Score: -27509494.000000 Penalty: 6115.292480
	Iteration 47Q: 3 clusters Score -2.750949e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 221891 members 
Entering Unmasked Estep 
Score: -27509462.000000 Penalty: 6115.292480
	Iteration 48Q: 3 clusters Score -2.750946e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 221941 members 
Entering Unmasked Estep 
Score: -27509448.000000 Penalty: 6115.292480
	Iteration 49Q: 3 clusters Score -2.750945e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 221979 members 
Entering Unmasked Estep 
Score: -27509498.000000 Penalty: 6115.292480
	Iteration 50Q: 3 clusters Score -2.75095e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 222024 members 
Entering Unmasked Estep 
Score: -27509496.000000 Penalty: 6115.292480
	Iteration 51Q: 3 clusters Score -2.75095e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 222065 members 
Entering Unmasked Estep 
Score: -27509464.000000 Penalty: 6115.292480
	Iteration 52Q: 3 clusters Score -2.750946e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 222099 members 
Entering Unmasked Estep 
Score: -27509430.000000 Penalty: 6115.292480
	Iteration 53Q: 3 clusters Score -2.750943e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 222139 members 
Entering Unmasked Estep 
Score: -27509376.000000 Penalty: 6115.292480
	Iteration 54Q: 3 clusters Score -2.750938e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 222186 members 
Entering Unmasked Estep 
Score: -27509352.000000 Penalty: 6115.292480
	Iteration 55Q: 3 clusters Score -2.750935e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 222223 members 
Entering Unmasked Estep 
Score: -27509344.000000 Penalty: 6115.292480
	Iteration 56Q: 3 clusters Score -2.750934e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 222251 members 
Entering Unmasked Estep 
Score: -27509340.000000 Penalty: 6115.292480
	Iteration 57Q: 3 clusters Score -2.750934e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 222280 members 
Entering Unmasked Estep 
Score: -27509336.000000 Penalty: 6115.292480
	Iteration 58Q: 3 clusters Score -2.750934e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 222310 members 
Entering Unmasked Estep 
Score: -27509338.000000 Penalty: 6115.292480
	Iteration 59Q: 3 clusters Score -2.750934e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 222344 members 
Entering Unmasked Estep 
Score: -27509344.000000 Penalty: 6115.292480
	Iteration 60F: 3 clusters Score -2.750934e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 222379 members 
Entering Unmasked Estep 
Score: -27509348.000000 Penalty: 6115.292480
	Iteration 61Q: 3 clusters Score -2.750935e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 222416 members 
Entering Unmasked Estep 
Score: -27509360.000000 Penalty: 6115.292480
	Iteration 62Q: 3 clusters Score -2.750936e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 222449 members 
Entering Unmasked Estep 
Score: -27509360.000000 Penalty: 6115.292480
	Iteration 63Q: 3 clusters Score -2.750936e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 222481 members 
Entering Unmasked Estep 
Score: -27509328.000000 Penalty: 6115.292480
	Iteration 64Q: 3 clusters Score -2.750933e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 222509 members 
Entering Unmasked Estep 
Score: -27509324.000000 Penalty: 6115.292480
	Iteration 65Q: 3 clusters Score -2.750932e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 222533 members 
Entering Unmasked Estep 
Score: -27509318.000000 Penalty: 6115.292480
	Iteration 66Q: 3 clusters Score -2.750932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 222550 members 
Entering Unmasked Estep 
Score: -27509310.000000 Penalty: 6115.292480
	Iteration 67Q: 3 clusters Score -2.750931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 222563 members 
Entering Unmasked Estep 
Score: -27509300.000000 Penalty: 6115.292480
	Iteration 68Q: 3 clusters Score -2.75093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 222572 members 
Entering Unmasked Estep 
Score: -27509308.000000 Penalty: 6115.292480
	Iteration 69Q: 3 clusters Score -2.750931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 222575 members 
Entering Unmasked Estep 
Score: -27509302.000000 Penalty: 6115.292480
	Iteration 70Q: 3 clusters Score -2.75093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 222577 members 
Entering Unmasked Estep 
Score: -27509288.000000 Penalty: 6115.292480
	Iteration 71Q: 3 clusters Score -2.750929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 222581 members 
Entering Unmasked Estep 
Score: -27509286.000000 Penalty: 6115.292480
	Iteration 72Q: 3 clusters Score -2.750929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 222584 members 
Entering Unmasked Estep 
Score: -27509290.000000 Penalty: 6115.292480
	Iteration 73Q: 3 clusters Score -2.750929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 222589 members 
Entering Unmasked Estep 
Score: -27509300.000000 Penalty: 6115.292480
	Iteration 74Q: 3 clusters Score -2.75093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 222599 members 
Entering Unmasked Estep 
Score: -27509300.000000 Penalty: 6115.292480
	Iteration 75Q: 3 clusters Score -2.75093e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 222611 members 
Entering Unmasked Estep 
Score: -27509274.000000 Penalty: 6115.292480
	Iteration 76Q: 3 clusters Score -2.750927e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 222625 members 
Entering Unmasked Estep 
Score: -27509266.000000 Penalty: 6115.292480
	Iteration 77Q: 3 clusters Score -2.750927e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 222644 members 
Entering Unmasked Estep 
Score: -27509282.000000 Penalty: 6115.292480
	Iteration 78Q: 3 clusters Score -2.750928e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 222667 members 
Entering Unmasked Estep 
Score: -27509282.000000 Penalty: 6115.292480
	Iteration 79Q: 3 clusters Score -2.750928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 222680 members 
Entering Unmasked Estep 
Score: -27509274.000000 Penalty: 6115.292480
	Iteration 80F: 3 clusters Score -2.750927e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 222694 members 
Entering Unmasked Estep 
Score: -27509298.000000 Penalty: 6115.292480
	Iteration 81Q: 3 clusters Score -2.75093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 222703 members 
Entering Unmasked Estep 
Score: -27509298.000000 Penalty: 6115.292480
	Iteration 82Q: 3 clusters Score -2.75093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 222718 members 
Entering Unmasked Estep 
Score: -27509284.000000 Penalty: 6115.292480
	Iteration 83Q: 3 clusters Score -2.750928e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 222737 members 
Entering Unmasked Estep 
Score: -27509264.000000 Penalty: 6115.292480
	Iteration 84Q: 3 clusters Score -2.750926e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 222758 members 
Entering Unmasked Estep 
Score: -27509276.000000 Penalty: 6115.292480
	Iteration 85Q: 3 clusters Score -2.750928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 222769 members 
Entering Unmasked Estep 
Score: -27509264.000000 Penalty: 6115.292480
	Iteration 86Q: 3 clusters Score -2.750926e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 222790 members 
Entering Unmasked Estep 
Score: -27509280.000000 Penalty: 6115.292480
	Iteration 87Q: 3 clusters Score -2.750928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 222801 members 
Entering Unmasked Estep 
Score: -27509260.000000 Penalty: 6115.292480
	Iteration 88Q: 3 clusters Score -2.750926e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 222820 members 
Entering Unmasked Estep 
Score: -27509254.000000 Penalty: 6115.292480
	Iteration 89Q: 3 clusters Score -2.750925e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 222835 members 
Entering Unmasked Estep 
Score: -27509258.000000 Penalty: 6115.292480
	Iteration 90Q: 3 clusters Score -2.750926e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 222853 members 
Entering Unmasked Estep 
Score: -27509254.000000 Penalty: 6115.292480
	Iteration 91Q: 3 clusters Score -2.750925e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 222871 members 
Entering Unmasked Estep 
Score: -27509260.000000 Penalty: 6115.292480
	Iteration 92Q: 3 clusters Score -2.750926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 222885 members 
Entering Unmasked Estep 
Score: -27509234.000000 Penalty: 6115.292480
	Iteration 93Q: 3 clusters Score -2.750923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 222896 members 
Entering Unmasked Estep 
Score: -27509240.000000 Penalty: 6115.292480
	Iteration 94Q: 3 clusters Score -2.750924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 222907 members 
Entering Unmasked Estep 
Score: -27509252.000000 Penalty: 6115.292480
	Iteration 95Q: 3 clusters Score -2.750925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 222916 members 
Entering Unmasked Estep 
Score: -27509244.000000 Penalty: 6115.292480
	Iteration 96Q: 3 clusters Score -2.750924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 222927 members 
Entering Unmasked Estep 
Score: -27509236.000000 Penalty: 6115.292480
	Iteration 97Q: 3 clusters Score -2.750924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 222939 members 
Entering Unmasked Estep 
Score: -27509232.000000 Penalty: 6115.292480
	Iteration 98Q: 3 clusters Score -2.750923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 222947 members 
Entering Unmasked Estep 
Score: -27509234.000000 Penalty: 6115.292480
	Iteration 99Q: 3 clusters Score -2.750923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 222956 members 
Entering Unmasked Estep 
Score: -27509228.000000 Penalty: 6115.292480
	Iteration 100F: 3 clusters Score -2.750923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 222975 members 
Entering Unmasked Estep 
Score: -27509230.000000 Penalty: 6115.292480
	Iteration 101Q: 3 clusters Score -2.750923e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 222992 members 
Entering Unmasked Estep 
Score: -27509220.000000 Penalty: 6115.292480
	Iteration 102Q: 3 clusters Score -2.750922e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 223014 members 
Entering Unmasked Estep 
Score: -27509218.000000 Penalty: 6115.292480
	Iteration 103Q: 3 clusters Score -2.750922e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 223035 members 
Entering Unmasked Estep 
Score: -27509232.000000 Penalty: 6115.292480
	Iteration 104Q: 3 clusters Score -2.750923e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 223057 members 
Entering Unmasked Estep 
Score: -27509242.000000 Penalty: 6115.292480
	Iteration 105Q: 3 clusters Score -2.750924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 223075 members 
Entering Unmasked Estep 
Score: -27509246.000000 Penalty: 6115.292480
	Iteration 106Q: 3 clusters Score -2.750925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 223091 members 
Entering Unmasked Estep 
Score: -27509232.000000 Penalty: 6115.292480
	Iteration 107Q: 3 clusters Score -2.750923e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 223106 members 
Entering Unmasked Estep 
Score: -27509250.000000 Penalty: 6115.292480
	Iteration 108Q: 3 clusters Score -2.750925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 223118 members 
Entering Unmasked Estep 
Score: -27509230.000000 Penalty: 6115.292480
	Iteration 109Q: 3 clusters Score -2.750923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 223124 members 
Entering Unmasked Estep 
Score: -27509246.000000 Penalty: 6115.292480
	Iteration 110Q: 3 clusters Score -2.750925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 223130 members 
Entering Unmasked Estep 
Score: -27509238.000000 Penalty: 6115.292480
	Iteration 111Q: 3 clusters Score -2.750924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 223133 members 
Entering Unmasked Estep 
Score: -27509262.000000 Penalty: 6115.292480
	Iteration 112Q: 3 clusters Score -2.750926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 223137 members 
Entering Unmasked Estep 
Score: -27509240.000000 Penalty: 6115.292480
	Iteration 113Q: 3 clusters Score -2.750924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 223142 members 
Entering Unmasked Estep 
Score: -27509226.000000 Penalty: 6115.292480
	Iteration 114Q: 3 clusters Score -2.750923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 223144 members 
Entering Unmasked Estep 
Score: -27509220.000000 Penalty: 6115.292480
	Iteration 115Q: 3 clusters Score -2.750922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 223145 members 
Entering Unmasked Estep 
Score: -27509224.000000 Penalty: 6115.292480
	Iteration 116Q: 3 clusters Score -2.750922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 223147 members 
Entering Unmasked Estep 
Score: -27509224.000000 Penalty: 6115.292480
	Iteration 117Q: 3 clusters Score -2.750922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 223147 members 
Entering Unmasked Estep 
Score: -27509224.000000 Penalty: 6115.292480
	Iteration 118F: 3 clusters Score -2.750922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Entering Unmasked Estep 
Score: -2928771.500000 Penalty: 2499.382324
	Iteration 0F: 2 clusters Score -2928772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2912194.000000 Penalty: 4998.764648
	Iteration 0F: 3 clusters Score -2912194 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2917784.750000 Penalty: 4998.764648
	Iteration 1F: 3 clusters Score -2917785 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2918118.000000 Penalty: 4998.764648
	Iteration 2Q: 3 clusters Score -2918118 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2918480.250000 Penalty: 4998.764648
	Iteration 3Q: 3 clusters Score -2918480 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2918877.500000 Penalty: 4998.764648
	Iteration 4Q: 3 clusters Score -2918878 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2919462.250000 Penalty: 4998.764648
	Iteration 5Q: 3 clusters Score -2919462 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2920321.000000 Penalty: 4998.764648
	Iteration 6F: 3 clusters Score -2920321 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2921455.250000 Penalty: 4998.764648
	Iteration 7F: 3 clusters Score -2921455 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2922697.000000 Penalty: 4998.764648
	Iteration 8F: 3 clusters Score -2922697 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2923914.000000 Penalty: 4998.764648
	Iteration 9F: 3 clusters Score -2923914 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2924918.500000 Penalty: 4998.764648
	Iteration 10F: 3 clusters Score -2924918 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2925615.500000 Penalty: 4998.764648
	Iteration 11Q: 3 clusters Score -2925616 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2926064.500000 Penalty: 4998.764648
	Iteration 12Q: 3 clusters Score -2926064 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2926305.500000 Penalty: 4998.764648
	Iteration 13Q: 3 clusters Score -2926306 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2926467.750000 Penalty: 4998.764648
	Iteration 14Q: 3 clusters Score -2926468 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2926564.000000 Penalty: 4998.764648
	Iteration 15Q: 3 clusters Score -2926564 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2926638.000000 Penalty: 4998.764648
	Iteration 16Q: 3 clusters Score -2926638 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2926683.000000 Penalty: 4998.764648
	Iteration 17Q: 3 clusters Score -2926683 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2926747.250000 Penalty: 4998.764648
	Iteration 18Q: 3 clusters Score -2926747 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2926769.000000 Penalty: 4998.764648
	Iteration 19Q: 3 clusters Score -2926769 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2926807.000000 Penalty: 4998.764648
	Iteration 20F: 3 clusters Score -2926807 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2926828.500000 Penalty: 4998.764648
	Iteration 21Q: 3 clusters Score -2926828 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2926852.750000 Penalty: 4998.764648
	Iteration 22Q: 3 clusters Score -2926853 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2926884.500000 Penalty: 4998.764648
	Iteration 23Q: 3 clusters Score -2926884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2926906.000000 Penalty: 4998.764648
	Iteration 24Q: 3 clusters Score -2926906 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2926922.250000 Penalty: 4998.764648
	Iteration 25Q: 3 clusters Score -2926922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2926931.500000 Penalty: 4998.764648
	Iteration 26Q: 3 clusters Score -2926932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2926936.500000 Penalty: 4998.764648
	Iteration 27Q: 3 clusters Score -2926936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2926947.500000 Penalty: 4998.764648
	Iteration 28Q: 3 clusters Score -2926948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2926959.250000 Penalty: 4998.764648
	Iteration 29Q: 3 clusters Score -2926959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2926967.500000 Penalty: 4998.764648
	Iteration 30Q: 3 clusters Score -2926968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2926968.750000 Penalty: 4998.764648
	Iteration 31Q: 3 clusters Score -2926969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2926970.000000 Penalty: 4998.764648
	Iteration 32Q: 3 clusters Score -2926970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2926972.000000 Penalty: 4998.764648
	Iteration 33Q: 3 clusters Score -2926972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2926980.250000 Penalty: 4998.764648
	Iteration 34Q: 3 clusters Score -2926980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2926984.000000 Penalty: 4998.764648
	Iteration 35Q: 3 clusters Score -2926984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2926985.250000 Penalty: 4998.764648
	Iteration 36Q: 3 clusters Score -2926985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2926989.500000 Penalty: 4998.764648
	Iteration 37Q: 3 clusters Score -2926990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2926993.500000 Penalty: 4998.764648
	Iteration 38Q: 3 clusters Score -2926994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2927001.500000 Penalty: 4998.764648
	Iteration 39Q: 3 clusters Score -2927002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2927001.500000 Penalty: 4998.764648
	Iteration 40F: 3 clusters Score -2927002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2927001.000000 Penalty: 4998.764648
	Iteration 41Q: 3 clusters Score -2927001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2927004.250000 Penalty: 4998.764648
	Iteration 42Q: 3 clusters Score -2927004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2927005.750000 Penalty: 4998.764648
	Iteration 43Q: 3 clusters Score -2927006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2927004.500000 Penalty: 4998.764648
	Iteration 44Q: 3 clusters Score -2927004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2927003.500000 Penalty: 4998.764648
	Iteration 45Q: 3 clusters Score -2927004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2927001.500000 Penalty: 4998.764648
	Iteration 46Q: 3 clusters Score -2927002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2927001.750000 Penalty: 4998.764648
	Iteration 47Q: 3 clusters Score -2927002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2927003.250000 Penalty: 4998.764648
	Iteration 48Q: 3 clusters Score -2927003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2927004.250000 Penalty: 4998.764648
	Iteration 49Q: 3 clusters Score -2927004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2926999.750000 Penalty: 4998.764648
	Iteration 50Q: 3 clusters Score -2927000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2926999.750000 Penalty: 4998.764648
	Iteration 51F: 3 clusters Score -2927000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Entering Unmasked Estep 
Score: -497302.500000 Penalty: 2086.464844
	Iteration 0F: 2 clusters Score -497302.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -493205.125000 Penalty: 4172.929688
	Iteration 0F: 3 clusters Score -493205.1 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -494657.812500 Penalty: 4172.929688
	Iteration 1F: 3 clusters Score -494657.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -495406.968750 Penalty: 4172.929688
	Iteration 2F: 3 clusters Score -495407 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -496590.468750 Penalty: 4172.929688
	Iteration 3F: 3 clusters Score -496590.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -497758.812500 Penalty: 4172.929688
	Iteration 4F: 3 clusters Score -497758.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -498531.656250 Penalty: 4172.929688
	Iteration 5F: 3 clusters Score -498531.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -498877.843750 Penalty: 4172.929688
	Iteration 6F: 3 clusters Score -498877.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -499072.375000 Penalty: 4172.929688
	Iteration 7Q: 3 clusters Score -499072.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -499237.593750 Penalty: 4172.929688
	Iteration 8Q: 3 clusters Score -499237.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -499465.437500 Penalty: 4172.929688
	Iteration 9Q: 3 clusters Score -499465.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -499570.625000 Penalty: 4172.929688
	Iteration 10Q: 3 clusters Score -499570.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -499583.468750 Penalty: 4172.929688
	Iteration 11Q: 3 clusters Score -499583.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -499588.062500 Penalty: 4172.929688
	Iteration 12Q: 3 clusters Score -499588.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -499591.125000 Penalty: 4172.929688
	Iteration 13Q: 3 clusters Score -499591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -499592.156250 Penalty: 4172.929688
	Iteration 14Q: 3 clusters Score -499592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -499592.625000 Penalty: 4172.929688
	Iteration 15Q: 3 clusters Score -499592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -499593.000000 Penalty: 4172.929688
	Iteration 16Q: 3 clusters Score -499593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -499592.500000 Penalty: 4172.929688
	Iteration 17Q: 3 clusters Score -499592.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -499593.718750 Penalty: 4172.929688
	Iteration 18Q: 3 clusters Score -499593.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -499620.000000 Penalty: 4172.929688
	Iteration 19F: 3 clusters Score -499620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -499711.187500 Penalty: 4172.929688
	Iteration 20F: 3 clusters Score -499711.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -499890.687500 Penalty: 4172.929688
	Iteration 21Q: 3 clusters Score -499890.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -499924.406250 Penalty: 4172.929688
	Iteration 22Q: 3 clusters Score -499924.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -499940.687500 Penalty: 4172.929688
	Iteration 23Q: 3 clusters Score -499940.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -499944.750000 Penalty: 4172.929688
	Iteration 24Q: 3 clusters Score -499944.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -499946.500000 Penalty: 4172.929688
	Iteration 25Q: 3 clusters Score -499946.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -499949.593750 Penalty: 4172.929688
	Iteration 26Q: 3 clusters Score -499949.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -499951.687500 Penalty: 4172.929688
	Iteration 27Q: 3 clusters Score -499951.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -499952.281250 Penalty: 4172.929688
	Iteration 28Q: 3 clusters Score -499952.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -499952.281250 Penalty: 4172.929688
	Iteration 29F: 3 clusters Score -499952.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 59158 members 
Mstep: Class 6 contains 226210 members 
Mstep: Class 7 contains 23817 members 
Mstep: Class 8 contains 652 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 2634 members 
Mstep: Class 12 contains 232078 members 
Mstep: Class 13 contains 4163 members 
Mstep: Class 14 contains 312523 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 21 contains 2045 members 
Entering Unmasked Estep 
Score: -104239784.000000 Penalty: 44105.894531
Splitting cluster 8 changes total score from -104237992.000000 to -104239784.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -59935.941406 Penalty: 1623.958374
	Iteration 0F: 2 clusters Score -59935.94 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 352 members 
Entering Unmasked Estep 
Score: -58365.617188 Penalty: 3247.916748
	Iteration 0F: 3 clusters Score -58365.62 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -58621.636719 Penalty: 3247.916748
	Iteration 1F: 3 clusters Score -58621.64 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -58839.281250 Penalty: 3247.916748
	Iteration 2F: 3 clusters Score -58839.28 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -59059.757812 Penalty: 3247.916748
	Iteration 3F: 3 clusters Score -59059.76 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -59340.347656 Penalty: 3247.916748
	Iteration 4F: 3 clusters Score -59340.35 nChanged 48
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: -59806.285156 Penalty: 3247.916748
	Iteration 5F: 3 clusters Score -59806.29 nChanged 39
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: -60191.972656 Penalty: 3247.916748
	Iteration 6F: 3 clusters Score -60191.97 nChanged 19
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: -60346.332031 Penalty: 3247.916748
	Iteration 7Q: 3 clusters Score -60346.33 nChanged 14
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: -60419.937500 Penalty: 3247.916748
	Iteration 8Q: 3 clusters Score -60419.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -60468.273438 Penalty: 3247.916748
	Iteration 9Q: 3 clusters Score -60468.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -60490.425781 Penalty: 3247.916748
	Iteration 10Q: 3 clusters Score -60490.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -60495.226562 Penalty: 3247.916748
	Iteration 11Q: 3 clusters Score -60495.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -60502.800781 Penalty: 3247.916748
	Iteration 12Q: 3 clusters Score -60502.8 nChanged 2
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: -60515.085938 Penalty: 3247.916748
	Iteration 13Q: 3 clusters Score -60515.09 nChanged 1
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: -60516.792969 Penalty: 3247.916748
	Iteration 14Q: 3 clusters Score -60516.79 nChanged 0
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: -60516.792969 Penalty: 3247.916748
	Iteration 15F: 3 clusters Score -60516.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 59158 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 6 contains 226210 members 
Mstep: Class 7 contains 23817 members 
Mstep: Class 8 contains 652 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 2634 members 
Mstep: Class 12 contains 232078 members 
Mstep: Class 13 contains 4163 members 
Mstep: Class 14 contains 312523 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 21 contains 2045 members 
Entering Unmasked Estep 
Score: -104238504.000000 Penalty: 47498.656250
Splitting cluster 9 changes total score from -104237992.000000 to -104238504.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 10 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -271281.875000 Penalty: 1953.312256
	Iteration 0F: 2 clusters Score -271281.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -268375.937500 Penalty: 3906.624512
	Iteration 0F: 3 clusters Score -268375.9 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -269598.531250 Penalty: 3906.624512
	Iteration 1F: 3 clusters Score -269598.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -270495.468750 Penalty: 3906.624512
	Iteration 2F: 3 clusters Score -270495.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -271093.343750 Penalty: 3906.624512
	Iteration 3F: 3 clusters Score -271093.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -271356.968750 Penalty: 3906.624512
	Iteration 4F: 3 clusters Score -271357 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -271518.718750 Penalty: 3906.624512
	Iteration 5Q: 3 clusters Score -271518.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -271633.937500 Penalty: 3906.624512
	Iteration 6Q: 3 clusters Score -271633.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -271725.562500 Penalty: 3906.624512
	Iteration 7Q: 3 clusters Score -271725.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -271801.500000 Penalty: 3906.624512
	Iteration 8Q: 3 clusters Score -271801.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -271876.531250 Penalty: 3906.624512
	Iteration 9Q: 3 clusters Score -271876.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -271952.625000 Penalty: 3906.624512
	Iteration 10Q: 3 clusters Score -271952.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -272034.281250 Penalty: 3906.624512
	Iteration 11Q: 3 clusters Score -272034.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -272120.156250 Penalty: 3906.624512
	Iteration 12Q: 3 clusters Score -272120.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -272174.218750 Penalty: 3906.624512
	Iteration 13Q: 3 clusters Score -272174.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -272206.250000 Penalty: 3906.624512
	Iteration 14Q: 3 clusters Score -272206.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -272225.281250 Penalty: 3906.624512
	Iteration 15Q: 3 clusters Score -272225.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -272234.812500 Penalty: 3906.624512
	Iteration 16Q: 3 clusters Score -272234.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -272239.468750 Penalty: 3906.624512
	Iteration 17Q: 3 clusters Score -272239.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -272242.156250 Penalty: 3906.624512
	Iteration 18Q: 3 clusters Score -272242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -272243.343750 Penalty: 3906.624512
	Iteration 19Q: 3 clusters Score -272243.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -272245.812500 Penalty: 3906.624512
	Iteration 20F: 3 clusters Score -272245.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -272247.750000 Penalty: 3906.624512
	Iteration 21Q: 3 clusters Score -272247.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -272250.500000 Penalty: 3906.624512
	Iteration 22Q: 3 clusters Score -272250.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -272251.593750 Penalty: 3906.624512
	Iteration 23Q: 3 clusters Score -272251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -272253.468750 Penalty: 3906.624512
	Iteration 24Q: 3 clusters Score -272253.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -272255.093750 Penalty: 3906.624512
	Iteration 25Q: 3 clusters Score -272255.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -272259.593750 Penalty: 3906.624512
	Iteration 26Q: 3 clusters Score -272259.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -272262.562500 Penalty: 3906.624512
	Iteration 27Q: 3 clusters Score -272262.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -272264.437500 Penalty: 3906.624512
	Iteration 28Q: 3 clusters Score -272264.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -272267.093750 Penalty: 3906.624512
	Iteration 29Q: 3 clusters Score -272267.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -272269.687500 Penalty: 3906.624512
	Iteration 30Q: 3 clusters Score -272269.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -272270.562500 Penalty: 3906.624512
	Iteration 31Q: 3 clusters Score -272270.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -272272.031250 Penalty: 3906.624512
	Iteration 32Q: 3 clusters Score -272272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -272275.343750 Penalty: 3906.624512
	Iteration 33Q: 3 clusters Score -272275.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -272279.531250 Penalty: 3906.624512
	Iteration 34Q: 3 clusters Score -272279.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -272282.468750 Penalty: 3906.624512
	Iteration 35Q: 3 clusters Score -272282.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -272284.031250 Penalty: 3906.624512
	Iteration 36Q: 3 clusters Score -272284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -272286.031250 Penalty: 3906.624512
	Iteration 37Q: 3 clusters Score -272286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -272289.312500 Penalty: 3906.624512
	Iteration 38Q: 3 clusters Score -272289.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -272290.593750 Penalty: 3906.624512
	Iteration 39Q: 3 clusters Score -272290.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -272291.062500 Penalty: 3906.624512
	Iteration 40F: 3 clusters Score -272291.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 59158 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 1668 members 
Mstep: Class 6 contains 226210 members 
Mstep: Class 7 contains 23817 members 
Mstep: Class 8 contains 652 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 12 contains 232078 members 
Mstep: Class 13 contains 4163 members 
Mstep: Class 14 contains 312523 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 21 contains 2045 members 
Entering Unmasked Estep 
Score: -104238016.000000 Penalty: 50891.417969
Splitting cluster 10 changes total score from -104237992.000000 to -104238016.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 12 (232078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232078 members 
Entering Unmasked Estep 
Score: -28161840.000000 Penalty: 3063.997559
	Iteration 0F: 2 clusters Score -2.816184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116259 members 
Mstep: Class 2 contains 115819 members 
Entering Unmasked Estep 
Score: -28017846.000000 Penalty: 6127.995117
	Iteration 0F: 3 clusters Score -2.801785e+07 nChanged 111633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120158 members 
Mstep: Class 2 contains 111920 members 
Entering Unmasked Estep 
Score: -28083666.000000 Penalty: 6127.995117
	Iteration 1F: 3 clusters Score -2.808367e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122731 members 
Mstep: Class 2 contains 109347 members 
Entering Unmasked Estep 
Score: -28085808.000000 Penalty: 6127.995117
	Iteration 2Q: 3 clusters Score -2.808581e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126605 members 
Mstep: Class 2 contains 105473 members 
Entering Unmasked Estep 
Score: -28088852.000000 Penalty: 6127.995117
	Iteration 3Q: 3 clusters Score -2.808885e+07 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132759 members 
Mstep: Class 2 contains 99319 members 
Entering Unmasked Estep 
Score: -28094032.000000 Penalty: 6127.995117
	Iteration 4Q: 3 clusters Score -2.809403e+07 nChanged 13729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141718 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
Score: -28102208.000000 Penalty: 6127.995117
	Iteration 5F: 3 clusters Score -2.810221e+07 nChanged 16102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153168 members 
Mstep: Class 2 contains 78910 members 
Entering Unmasked Estep 
Score: -28114124.000000 Penalty: 6127.995117
	Iteration 6F: 3 clusters Score -2.811412e+07 nChanged 16944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165742 members 
Mstep: Class 2 contains 66336 members 
Entering Unmasked Estep 
Score: -28127118.000000 Penalty: 6127.995117
	Iteration 7F: 3 clusters Score -2.812712e+07 nChanged 15028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176624 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -28137936.000000 Penalty: 6127.995117
	Iteration 8F: 3 clusters Score -2.813794e+07 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184335 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -28144776.000000 Penalty: 6127.995117
	Iteration 9Q: 3 clusters Score -2.814478e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189935 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -28148816.000000 Penalty: 6127.995117
	Iteration 10Q: 3 clusters Score -2.814882e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194538 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -28150914.000000 Penalty: 6127.995117
	Iteration 11Q: 3 clusters Score -2.815091e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198591 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -28152628.000000 Penalty: 6127.995117
	Iteration 12Q: 3 clusters Score -2.815263e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202109 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -28154378.000000 Penalty: 6127.995117
	Iteration 13Q: 3 clusters Score -2.815438e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205177 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -28155740.000000 Penalty: 6127.995117
	Iteration 14Q: 3 clusters Score -2.815574e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207726 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -28157084.000000 Penalty: 6127.995117
	Iteration 15Q: 3 clusters Score -2.815708e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209778 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -28158290.000000 Penalty: 6127.995117
	Iteration 16Q: 3 clusters Score -2.815829e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211446 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -28159208.000000 Penalty: 6127.995117
	Iteration 17Q: 3 clusters Score -2.815921e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212737 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -28160012.000000 Penalty: 6127.995117
	Iteration 18Q: 3 clusters Score -2.816001e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213768 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -28160630.000000 Penalty: 6127.995117
	Iteration 19Q: 3 clusters Score -2.816063e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214542 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -28161114.000000 Penalty: 6127.995117
	Iteration 20F: 3 clusters Score -2.816111e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215121 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -28161562.000000 Penalty: 6127.995117
	Iteration 21Q: 3 clusters Score -2.816156e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215554 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -28161814.000000 Penalty: 6127.995117
	Iteration 22Q: 3 clusters Score -2.816181e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215858 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -28162104.000000 Penalty: 6127.995117
	Iteration 23Q: 3 clusters Score -2.81621e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216107 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -28162176.000000 Penalty: 6127.995117
	Iteration 24Q: 3 clusters Score -2.816218e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216297 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -28162316.000000 Penalty: 6127.995117
	Iteration 25Q: 3 clusters Score -2.816232e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216467 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -28162414.000000 Penalty: 6127.995117
	Iteration 26Q: 3 clusters Score -2.816241e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216613 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -28162400.000000 Penalty: 6127.995117
	Iteration 27Q: 3 clusters Score -2.81624e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216735 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -28162426.000000 Penalty: 6127.995117
	Iteration 28Q: 3 clusters Score -2.816243e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216850 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -28162480.000000 Penalty: 6127.995117
	Iteration 29Q: 3 clusters Score -2.816248e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216955 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -28162478.000000 Penalty: 6127.995117
	Iteration 30Q: 3 clusters Score -2.816248e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217048 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -28162524.000000 Penalty: 6127.995117
	Iteration 31Q: 3 clusters Score -2.816252e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217151 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -28162548.000000 Penalty: 6127.995117
	Iteration 32Q: 3 clusters Score -2.816255e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217239 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -28162572.000000 Penalty: 6127.995117
	Iteration 33Q: 3 clusters Score -2.816257e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217303 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -28162626.000000 Penalty: 6127.995117
	Iteration 34Q: 3 clusters Score -2.816263e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217365 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -28162618.000000 Penalty: 6127.995117
	Iteration 35Q: 3 clusters Score -2.816262e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217418 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -28162596.000000 Penalty: 6127.995117
	Iteration 36Q: 3 clusters Score -2.81626e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217469 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -28162632.000000 Penalty: 6127.995117
	Iteration 37Q: 3 clusters Score -2.816263e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217517 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -28162610.000000 Penalty: 6127.995117
	Iteration 38Q: 3 clusters Score -2.816261e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217546 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -28162608.000000 Penalty: 6127.995117
	Iteration 39Q: 3 clusters Score -2.816261e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217579 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -28162590.000000 Penalty: 6127.995117
	Iteration 40F: 3 clusters Score -2.816259e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217613 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -28162592.000000 Penalty: 6127.995117
	Iteration 41Q: 3 clusters Score -2.816259e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217641 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -28162586.000000 Penalty: 6127.995117
	Iteration 42Q: 3 clusters Score -2.816259e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217665 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -28162566.000000 Penalty: 6127.995117
	Iteration 43Q: 3 clusters Score -2.816257e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217687 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -28162566.000000 Penalty: 6127.995117
	Iteration 44Q: 3 clusters Score -2.816257e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217711 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -28162546.000000 Penalty: 6127.995117
	Iteration 45Q: 3 clusters Score -2.816255e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217731 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -28162574.000000 Penalty: 6127.995117
	Iteration 46Q: 3 clusters Score -2.816257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217743 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -28162584.000000 Penalty: 6127.995117
	Iteration 47Q: 3 clusters Score -2.816258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217748 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -28162600.000000 Penalty: 6127.995117
	Iteration 48Q: 3 clusters Score -2.81626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217751 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -28162598.000000 Penalty: 6127.995117
	Iteration 49Q: 3 clusters Score -2.81626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217752 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -28162602.000000 Penalty: 6127.995117
	Iteration 50Q: 3 clusters Score -2.81626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217755 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -28162600.000000 Penalty: 6127.995117
	Iteration 51Q: 3 clusters Score -2.81626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217755 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -28162598.000000 Penalty: 6127.995117
	Iteration 52Q: 3 clusters Score -2.81626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217756 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -28162590.000000 Penalty: 6127.995117
	Iteration 53Q: 3 clusters Score -2.816259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217756 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -28162590.000000 Penalty: 6127.995117
	Iteration 54F: 3 clusters Score -2.816259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 59158 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 1668 members 
Mstep: Class 5 contains 14322 members 
Mstep: Class 6 contains 226210 members 
Mstep: Class 7 contains 23817 members 
Mstep: Class 8 contains 652 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 12 contains 217756 members 
Mstep: Class 13 contains 4163 members 
Mstep: Class 14 contains 312523 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 21 contains 2045 members 
Entering Unmasked Estep 
Score: -104238080.000000 Penalty: 54284.179688
Splitting cluster 12 changes total score from -104237992.000000 to -104238080.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 13 (4163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Entering Unmasked Estep 
Score: -472041.656250 Penalty: 2066.829834
	Iteration 0F: 2 clusters Score -472041.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -468032.125000 Penalty: 4133.659668
	Iteration 0F: 3 clusters Score -468032.1 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -468903.500000 Penalty: 4133.659668
	Iteration 1F: 3 clusters Score -468903.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -469107.406250 Penalty: 4133.659668
	Iteration 2F: 3 clusters Score -469107.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -469248.281250 Penalty: 4133.659668
	Iteration 3F: 3 clusters Score -469248.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -469338.375000 Penalty: 4133.659668
	Iteration 4Q: 3 clusters Score -469338.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -469411.656250 Penalty: 4133.659668
	Iteration 5Q: 3 clusters Score -469411.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -469474.781250 Penalty: 4133.659668
	Iteration 6Q: 3 clusters Score -469474.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -469525.375000 Penalty: 4133.659668
	Iteration 7Q: 3 clusters Score -469525.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -469564.125000 Penalty: 4133.659668
	Iteration 8Q: 3 clusters Score -469564.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -469598.718750 Penalty: 4133.659668
	Iteration 9Q: 3 clusters Score -469598.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -469631.437500 Penalty: 4133.659668
	Iteration 10Q: 3 clusters Score -469631.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -469671.031250 Penalty: 4133.659668
	Iteration 11Q: 3 clusters Score -469671 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -469714.093750 Penalty: 4133.659668
	Iteration 12Q: 3 clusters Score -469714.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -469749.625000 Penalty: 4133.659668
	Iteration 13Q: 3 clusters Score -469749.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -469773.343750 Penalty: 4133.659668
	Iteration 14Q: 3 clusters Score -469773.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -469794.343750 Penalty: 4133.659668
	Iteration 15Q: 3 clusters Score -469794.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -469820.250000 Penalty: 4133.659668
	Iteration 16Q: 3 clusters Score -469820.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -469843.312500 Penalty: 4133.659668
	Iteration 17Q: 3 clusters Score -469843.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -469874.343750 Penalty: 4133.659668
	Iteration 18Q: 3 clusters Score -469874.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -469901.875000 Penalty: 4133.659668
	Iteration 19Q: 3 clusters Score -469901.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -469934.593750 Penalty: 4133.659668
	Iteration 20F: 3 clusters Score -469934.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -469963.125000 Penalty: 4133.659668
	Iteration 21Q: 3 clusters Score -469963.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -469993.000000 Penalty: 4133.659668
	Iteration 22Q: 3 clusters Score -469993 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -470019.531250 Penalty: 4133.659668
	Iteration 23Q: 3 clusters Score -470019.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -470044.312500 Penalty: 4133.659668
	Iteration 24Q: 3 clusters Score -470044.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -470069.812500 Penalty: 4133.659668
	Iteration 25Q: 3 clusters Score -470069.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -470101.500000 Penalty: 4133.659668
	Iteration 26Q: 3 clusters Score -470101.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -470135.250000 Penalty: 4133.659668
	Iteration 27Q: 3 clusters Score -470135.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -470167.156250 Penalty: 4133.659668
	Iteration 28Q: 3 clusters Score -470167.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -470221.187500 Penalty: 4133.659668
	Iteration 29Q: 3 clusters Score -470221.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -470281.875000 Penalty: 4133.659668
	Iteration 30Q: 3 clusters Score -470281.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -470338.750000 Penalty: 4133.659668
	Iteration 31Q: 3 clusters Score -470338.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -470400.250000 Penalty: 4133.659668
	Iteration 32Q: 3 clusters Score -470400.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -470470.843750 Penalty: 4133.659668
	Iteration 33Q: 3 clusters Score -470470.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -470550.937500 Penalty: 4133.659668
	Iteration 34Q: 3 clusters Score -470550.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -470633.906250 Penalty: 4133.659668
	Iteration 35Q: 3 clusters Score -470633.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -470712.312500 Penalty: 4133.659668
	Iteration 36Q: 3 clusters Score -470712.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -470758.875000 Penalty: 4133.659668
	Iteration 37Q: 3 clusters Score -470758.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -470793.218750 Penalty: 4133.659668
	Iteration 38Q: 3 clusters Score -470793.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -470823.375000 Penalty: 4133.659668
	Iteration 39Q: 3 clusters Score -470823.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -470853.125000 Penalty: 4133.659668
	Iteration 40F: 3 clusters Score -470853.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -470881.406250 Penalty: 4133.659668
	Iteration 41Q: 3 clusters Score -470881.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -470915.875000 Penalty: 4133.659668
	Iteration 42Q: 3 clusters Score -470915.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -470952.406250 Penalty: 4133.659668
	Iteration 43Q: 3 clusters Score -470952.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -470993.937500 Penalty: 4133.659668
	Iteration 44Q: 3 clusters Score -470993.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -471036.875000 Penalty: 4133.659668
	Iteration 45Q: 3 clusters Score -471036.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -471077.750000 Penalty: 4133.659668
	Iteration 46Q: 3 clusters Score -471077.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -471100.187500 Penalty: 4133.659668
	Iteration 47Q: 3 clusters Score -471100.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -471125.250000 Penalty: 4133.659668
	Iteration 48Q: 3 clusters Score -471125.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -471137.062500 Penalty: 4133.659668
	Iteration 49Q: 3 clusters Score -471137.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -471146.437500 Penalty: 4133.659668
	Iteration 50Q: 3 clusters Score -471146.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -471151.562500 Penalty: 4133.659668
	Iteration 51Q: 3 clusters Score -471151.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -471156.875000 Penalty: 4133.659668
	Iteration 52Q: 3 clusters Score -471156.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -471159.031250 Penalty: 4133.659668
	Iteration 53Q: 3 clusters Score -471159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -471160.468750 Penalty: 4133.659668
	Iteration 54Q: 3 clusters Score -471160.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -471162.656250 Penalty: 4133.659668
	Iteration 55F: 3 clusters Score -471162.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -471163.218750 Penalty: 4133.659668
	Iteration 56Q: 3 clusters Score -471163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -471162.843750 Penalty: 4133.659668
	Iteration 57Q: 3 clusters Score -471162.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -471164.718750 Penalty: 4133.659668
	Iteration 58Q: 3 clusters Score -471164.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -471166.125000 Penalty: 4133.659668
	Iteration 59Q: 3 clusters Score -471166.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -471165.750000 Penalty: 4133.659668
	Iteration 60F: 3 clusters Score -471165.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -471167.468750 Penalty: 4133.659668
	Iteration 61Q: 3 clusters Score -471167.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -471166.937500 Penalty: 4133.659668
	Iteration 62Q: 3 clusters Score -471166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -471167.281250 Penalty: 4133.659668
	Iteration 63Q: 3 clusters Score -471167.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -471167.875000 Penalty: 4133.659668
	Iteration 64Q: 3 clusters Score -471167.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -471169.468750 Penalty: 4133.659668
	Iteration 65Q: 3 clusters Score -471169.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -471170.093750 Penalty: 4133.659668
	Iteration 66Q: 3 clusters Score -471170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -471169.343750 Penalty: 4133.659668
	Iteration 67Q: 3 clusters Score -471169.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -471170.312500 Penalty: 4133.659668
	Iteration 68Q: 3 clusters Score -471170.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -471170.312500 Penalty: 4133.659668
	Iteration 69F: 3 clusters Score -471170.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (312523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312523 members 
Entering Unmasked Estep 
Score: -37780424.000000 Penalty: 3137.803467
	Iteration 0F: 2 clusters Score -3.778042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156510 members 
Mstep: Class 2 contains 156013 members 
Entering Unmasked Estep 
Score: -37598516.000000 Penalty: 6275.606934
	Iteration 0F: 3 clusters Score -3.759852e+07 nChanged 151359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159355 members 
Mstep: Class 2 contains 153168 members 
Entering Unmasked Estep 
Score: -37688576.000000 Penalty: 6275.606934
	Iteration 1F: 3 clusters Score -3.768858e+07 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162509 members 
Mstep: Class 2 contains 150014 members 
Entering Unmasked Estep 
Score: -37691128.000000 Penalty: 6275.606934
	Iteration 2Q: 3 clusters Score -3.769113e+07 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167324 members 
Mstep: Class 2 contains 145199 members 
Entering Unmasked Estep 
Score: -37694640.000000 Penalty: 6275.606934
	Iteration 3Q: 3 clusters Score -3.769464e+07 nChanged 13821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174617 members 
Mstep: Class 2 contains 137906 members 
Entering Unmasked Estep 
Score: -37700916.000000 Penalty: 6275.606934
	Iteration 4Q: 3 clusters Score -3.770092e+07 nChanged 16934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184883 members 
Mstep: Class 2 contains 127640 members 
Entering Unmasked Estep 
Score: -37710460.000000 Penalty: 6275.606934
	Iteration 5F: 3 clusters Score -3.771046e+07 nChanged 19852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197653 members 
Mstep: Class 2 contains 114870 members 
Entering Unmasked Estep 
Score: -37723604.000000 Penalty: 6275.606934
	Iteration 6F: 3 clusters Score -3.77236e+07 nChanged 21182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211607 members 
Mstep: Class 2 contains 100916 members 
Entering Unmasked Estep 
Score: -37738064.000000 Penalty: 6275.606934
	Iteration 7F: 3 clusters Score -3.773806e+07 nChanged 20061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223194 members 
Mstep: Class 2 contains 89329 members 
Entering Unmasked Estep 
Score: -37750672.000000 Penalty: 6275.606934
	Iteration 8F: 3 clusters Score -3.775067e+07 nChanged 15954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231012 members 
Mstep: Class 2 contains 81511 members 
Entering Unmasked Estep 
Score: -37758416.000000 Penalty: 6275.606934
	Iteration 9F: 3 clusters Score -3.775842e+07 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236123 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -37761572.000000 Penalty: 6275.606934
	Iteration 10Q: 3 clusters Score -3.776157e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239894 members 
Mstep: Class 2 contains 72629 members 
Entering Unmasked Estep 
Score: -37762872.000000 Penalty: 6275.606934
	Iteration 11Q: 3 clusters Score -3.776287e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243042 members 
Mstep: Class 2 contains 69481 members 
Entering Unmasked Estep 
Score: -37763656.000000 Penalty: 6275.606934
	Iteration 12Q: 3 clusters Score -3.776366e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245774 members 
Mstep: Class 2 contains 66749 members 
Entering Unmasked Estep 
Score: -37763952.000000 Penalty: 6275.606934
	Iteration 13Q: 3 clusters Score -3.776395e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248233 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -37764184.000000 Penalty: 6275.606934
	Iteration 14Q: 3 clusters Score -3.776418e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250474 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -37764392.000000 Penalty: 6275.606934
	Iteration 15Q: 3 clusters Score -3.776439e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252396 members 
Mstep: Class 2 contains 60127 members 
Entering Unmasked Estep 
Score: -37764416.000000 Penalty: 6275.606934
	Iteration 16Q: 3 clusters Score -3.776442e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254130 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -37764552.000000 Penalty: 6275.606934
	Iteration 17Q: 3 clusters Score -3.776455e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255691 members 
Mstep: Class 2 contains 56832 members 
Entering Unmasked Estep 
Score: -37764720.000000 Penalty: 6275.606934
	Iteration 18Q: 3 clusters Score -3.776472e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257153 members 
Mstep: Class 2 contains 55370 members 
Entering Unmasked Estep 
Score: -37765076.000000 Penalty: 6275.606934
	Iteration 19Q: 3 clusters Score -3.776508e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258481 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -37765036.000000 Penalty: 6275.606934
	Iteration 20F: 3 clusters Score -3.776504e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259774 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -37765272.000000 Penalty: 6275.606934
	Iteration 21Q: 3 clusters Score -3.776527e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260956 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -37765412.000000 Penalty: 6275.606934
	Iteration 22Q: 3 clusters Score -3.776541e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262153 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -37765516.000000 Penalty: 6275.606934
	Iteration 23Q: 3 clusters Score -3.776552e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263232 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -37765660.000000 Penalty: 6275.606934
	Iteration 24Q: 3 clusters Score -3.776566e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264316 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -37765640.000000 Penalty: 6275.606934
	Iteration 25Q: 3 clusters Score -3.776564e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265370 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -37765680.000000 Penalty: 6275.606934
	Iteration 26Q: 3 clusters Score -3.776568e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266415 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -37765756.000000 Penalty: 6275.606934
	Iteration 27Q: 3 clusters Score -3.776576e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267423 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -37765936.000000 Penalty: 6275.606934
	Iteration 28Q: 3 clusters Score -3.776594e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268396 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -37766168.000000 Penalty: 6275.606934
	Iteration 29Q: 3 clusters Score -3.776617e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269382 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -37766388.000000 Penalty: 6275.606934
	Iteration 30Q: 3 clusters Score -3.776639e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270409 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -37766676.000000 Penalty: 6275.606934
	Iteration 31Q: 3 clusters Score -3.776668e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271482 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -37767040.000000 Penalty: 6275.606934
	Iteration 32Q: 3 clusters Score -3.776704e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272563 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -37767304.000000 Penalty: 6275.606934
	Iteration 33Q: 3 clusters Score -3.77673e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273626 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -37767584.000000 Penalty: 6275.606934
	Iteration 34Q: 3 clusters Score -3.776758e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274737 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -37767812.000000 Penalty: 6275.606934
	Iteration 35Q: 3 clusters Score -3.776781e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275850 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -37768192.000000 Penalty: 6275.606934
	Iteration 36Q: 3 clusters Score -3.776819e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276962 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -37768416.000000 Penalty: 6275.606934
	Iteration 37Q: 3 clusters Score -3.776842e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278090 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -37768860.000000 Penalty: 6275.606934
	Iteration 38Q: 3 clusters Score -3.776886e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279216 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -37769068.000000 Penalty: 6275.606934
	Iteration 39Q: 3 clusters Score -3.776907e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280325 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -37769312.000000 Penalty: 6275.606934
	Iteration 40F: 3 clusters Score -3.776931e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281507 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -37769536.000000 Penalty: 6275.606934
	Iteration 41Q: 3 clusters Score -3.776954e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282651 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -37769928.000000 Penalty: 6275.606934
	Iteration 42Q: 3 clusters Score -3.776993e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283802 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -37770184.000000 Penalty: 6275.606934
	Iteration 43Q: 3 clusters Score -3.777018e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284982 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -37770600.000000 Penalty: 6275.606934
	Iteration 44Q: 3 clusters Score -3.77706e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286117 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -37770892.000000 Penalty: 6275.606934
	Iteration 45Q: 3 clusters Score -3.777089e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287240 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -37771228.000000 Penalty: 6275.606934
	Iteration 46Q: 3 clusters Score -3.777123e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288331 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -37771784.000000 Penalty: 6275.606934
	Iteration 47Q: 3 clusters Score -3.777178e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289443 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -37772308.000000 Penalty: 6275.606934
	Iteration 48Q: 3 clusters Score -3.777231e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290502 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -37772916.000000 Penalty: 6275.606934
	Iteration 49Q: 3 clusters Score -3.777292e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291504 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -37773420.000000 Penalty: 6275.606934
	Iteration 50Q: 3 clusters Score -3.777342e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292493 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -37773868.000000 Penalty: 6275.606934
	Iteration 51Q: 3 clusters Score -3.777387e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293470 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -37774328.000000 Penalty: 6275.606934
	Iteration 52Q: 3 clusters Score -3.777433e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294423 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -37774716.000000 Penalty: 6275.606934
	Iteration 53Q: 3 clusters Score -3.777472e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295353 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -37775072.000000 Penalty: 6275.606934
	Iteration 54Q: 3 clusters Score -3.777507e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296270 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -37775432.000000 Penalty: 6275.606934
	Iteration 55Q: 3 clusters Score -3.777543e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297142 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -37775664.000000 Penalty: 6275.606934
	Iteration 56Q: 3 clusters Score -3.777566e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297967 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -37775864.000000 Penalty: 6275.606934
	Iteration 57Q: 3 clusters Score -3.777586e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298784 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -37775992.000000 Penalty: 6275.606934
	Iteration 58Q: 3 clusters Score -3.777599e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299489 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -37776304.000000 Penalty: 6275.606934
	Iteration 59Q: 3 clusters Score -3.77763e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300133 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -37776596.000000 Penalty: 6275.606934
	Iteration 60F: 3 clusters Score -3.77766e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300694 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -37776764.000000 Penalty: 6275.606934
	Iteration 61Q: 3 clusters Score -3.777676e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301217 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -37776928.000000 Penalty: 6275.606934
	Iteration 62Q: 3 clusters Score -3.777693e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301699 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -37777148.000000 Penalty: 6275.606934
	Iteration 63Q: 3 clusters Score -3.777715e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302131 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -37777264.000000 Penalty: 6275.606934
	Iteration 64Q: 3 clusters Score -3.777726e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302538 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -37777440.000000 Penalty: 6275.606934
	Iteration 65Q: 3 clusters Score -3.777744e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302899 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -37777580.000000 Penalty: 6275.606934
	Iteration 66Q: 3 clusters Score -3.777758e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303208 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -37777724.000000 Penalty: 6275.606934
	Iteration 67Q: 3 clusters Score -3.777772e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303525 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -37777792.000000 Penalty: 6275.606934
	Iteration 68Q: 3 clusters Score -3.777779e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303834 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -37777808.000000 Penalty: 6275.606934
	Iteration 69Q: 3 clusters Score -3.777781e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304113 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -37777884.000000 Penalty: 6275.606934
	Iteration 70Q: 3 clusters Score -3.777788e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304382 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -37778016.000000 Penalty: 6275.606934
	Iteration 71Q: 3 clusters Score -3.777802e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304617 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -37778072.000000 Penalty: 6275.606934
	Iteration 72Q: 3 clusters Score -3.777807e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304848 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -37778160.000000 Penalty: 6275.606934
	Iteration 73Q: 3 clusters Score -3.777816e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305079 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -37778132.000000 Penalty: 6275.606934
	Iteration 74Q: 3 clusters Score -3.777813e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305306 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -37778172.000000 Penalty: 6275.606934
	Iteration 75Q: 3 clusters Score -3.777817e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305516 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -37778176.000000 Penalty: 6275.606934
	Iteration 76Q: 3 clusters Score -3.777818e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305704 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -37778240.000000 Penalty: 6275.606934
	Iteration 77Q: 3 clusters Score -3.777824e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305895 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -37778216.000000 Penalty: 6275.606934
	Iteration 78Q: 3 clusters Score -3.777822e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306096 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -37778196.000000 Penalty: 6275.606934
	Iteration 79Q: 3 clusters Score -3.77782e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306300 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -37778264.000000 Penalty: 6275.606934
	Iteration 80F: 3 clusters Score -3.777826e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306480 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -37778292.000000 Penalty: 6275.606934
	Iteration 81Q: 3 clusters Score -3.777829e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306644 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -37778264.000000 Penalty: 6275.606934
	Iteration 82Q: 3 clusters Score -3.777826e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306777 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -37778296.000000 Penalty: 6275.606934
	Iteration 83Q: 3 clusters Score -3.77783e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306896 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -37778304.000000 Penalty: 6275.606934
	Iteration 84Q: 3 clusters Score -3.77783e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307017 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -37778332.000000 Penalty: 6275.606934
	Iteration 85Q: 3 clusters Score -3.777833e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307127 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -37778336.000000 Penalty: 6275.606934
	Iteration 86Q: 3 clusters Score -3.777834e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307250 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -37778340.000000 Penalty: 6275.606934
	Iteration 87Q: 3 clusters Score -3.777834e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307376 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -37778436.000000 Penalty: 6275.606934
	Iteration 88Q: 3 clusters Score -3.777844e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307490 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -37778456.000000 Penalty: 6275.606934
	Iteration 89Q: 3 clusters Score -3.777846e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307583 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -37778420.000000 Penalty: 6275.606934
	Iteration 90Q: 3 clusters Score -3.777842e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307670 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -37778452.000000 Penalty: 6275.606934
	Iteration 91Q: 3 clusters Score -3.777845e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307741 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -37778484.000000 Penalty: 6275.606934
	Iteration 92Q: 3 clusters Score -3.777848e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307800 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -37778484.000000 Penalty: 6275.606934
	Iteration 93Q: 3 clusters Score -3.777848e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307851 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -37778516.000000 Penalty: 6275.606934
	Iteration 94Q: 3 clusters Score -3.777852e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307889 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -37778564.000000 Penalty: 6275.606934
	Iteration 95Q: 3 clusters Score -3.777856e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307919 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -37778572.000000 Penalty: 6275.606934
	Iteration 96Q: 3 clusters Score -3.777857e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307934 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -37778616.000000 Penalty: 6275.606934
	Iteration 97Q: 3 clusters Score -3.777862e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307958 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -37778620.000000 Penalty: 6275.606934
	Iteration 98Q: 3 clusters Score -3.777862e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307981 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -37778620.000000 Penalty: 6275.606934
	Iteration 99Q: 3 clusters Score -3.777862e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307997 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -37778652.000000 Penalty: 6275.606934
	Iteration 100F: 3 clusters Score -3.777865e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308025 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -37778644.000000 Penalty: 6275.606934
	Iteration 101Q: 3 clusters Score -3.777864e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308054 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -37778668.000000 Penalty: 6275.606934
	Iteration 102Q: 3 clusters Score -3.777867e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308078 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -37778628.000000 Penalty: 6275.606934
	Iteration 103Q: 3 clusters Score -3.777863e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308092 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -37778652.000000 Penalty: 6275.606934
	Iteration 104Q: 3 clusters Score -3.777865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308111 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -37778620.000000 Penalty: 6275.606934
	Iteration 105Q: 3 clusters Score -3.777862e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308128 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -37778612.000000 Penalty: 6275.606934
	Iteration 106Q: 3 clusters Score -3.777861e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308145 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -37778644.000000 Penalty: 6275.606934
	Iteration 107Q: 3 clusters Score -3.777864e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308166 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -37778648.000000 Penalty: 6275.606934
	Iteration 108Q: 3 clusters Score -3.777865e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308192 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -37778632.000000 Penalty: 6275.606934
	Iteration 109Q: 3 clusters Score -3.777863e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308222 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -37778608.000000 Penalty: 6275.606934
	Iteration 110Q: 3 clusters Score -3.777861e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308267 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -37778632.000000 Penalty: 6275.606934
	Iteration 111Q: 3 clusters Score -3.777863e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308305 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -37778596.000000 Penalty: 6275.606934
	Iteration 112Q: 3 clusters Score -3.77786e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308341 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -37778604.000000 Penalty: 6275.606934
	Iteration 113Q: 3 clusters Score -3.77786e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308371 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -37778560.000000 Penalty: 6275.606934
	Iteration 114Q: 3 clusters Score -3.777856e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308397 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -37778596.000000 Penalty: 6275.606934
	Iteration 115Q: 3 clusters Score -3.77786e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308426 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -37778644.000000 Penalty: 6275.606934
	Iteration 116Q: 3 clusters Score -3.777864e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308453 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -37778664.000000 Penalty: 6275.606934
	Iteration 117Q: 3 clusters Score -3.777866e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308487 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -37778656.000000 Penalty: 6275.606934
	Iteration 118Q: 3 clusters Score -3.777866e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308512 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -37778624.000000 Penalty: 6275.606934
	Iteration 119Q: 3 clusters Score -3.777862e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308535 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -37778648.000000 Penalty: 6275.606934
	Iteration 120F: 3 clusters Score -3.777865e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308552 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -37778656.000000 Penalty: 6275.606934
	Iteration 121Q: 3 clusters Score -3.777866e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308584 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -37778688.000000 Penalty: 6275.606934
	Iteration 122Q: 3 clusters Score -3.777869e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308598 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -37778672.000000 Penalty: 6275.606934
	Iteration 123Q: 3 clusters Score -3.777867e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308607 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -37778700.000000 Penalty: 6275.606934
	Iteration 124Q: 3 clusters Score -3.77787e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308629 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -37778692.000000 Penalty: 6275.606934
	Iteration 125Q: 3 clusters Score -3.777869e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308655 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -37778676.000000 Penalty: 6275.606934
	Iteration 126Q: 3 clusters Score -3.777868e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308671 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -37778700.000000 Penalty: 6275.606934
	Iteration 127Q: 3 clusters Score -3.77787e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308683 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -37778688.000000 Penalty: 6275.606934
	Iteration 128Q: 3 clusters Score -3.777869e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308694 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -37778692.000000 Penalty: 6275.606934
	Iteration 129Q: 3 clusters Score -3.777869e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308702 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -37778704.000000 Penalty: 6275.606934
	Iteration 130Q: 3 clusters Score -3.77787e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308711 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -37778724.000000 Penalty: 6275.606934
	Iteration 131Q: 3 clusters Score -3.777872e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308721 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -37778708.000000 Penalty: 6275.606934
	Iteration 132Q: 3 clusters Score -3.777871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308733 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -37778684.000000 Penalty: 6275.606934
	Iteration 133Q: 3 clusters Score -3.777868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308742 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -37778672.000000 Penalty: 6275.606934
	Iteration 134Q: 3 clusters Score -3.777867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308753 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -37778668.000000 Penalty: 6275.606934
	Iteration 135Q: 3 clusters Score -3.777867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308767 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -37778696.000000 Penalty: 6275.606934
	Iteration 136Q: 3 clusters Score -3.77787e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308771 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -37778684.000000 Penalty: 6275.606934
	Iteration 137Q: 3 clusters Score -3.777868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308777 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -37778692.000000 Penalty: 6275.606934
	Iteration 138Q: 3 clusters Score -3.777869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308779 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -37778728.000000 Penalty: 6275.606934
	Iteration 139Q: 3 clusters Score -3.777873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308787 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -37778740.000000 Penalty: 6275.606934
	Iteration 140F: 3 clusters Score -3.777874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308790 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -37778736.000000 Penalty: 6275.606934
	Iteration 141Q: 3 clusters Score -3.777874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308796 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -37778712.000000 Penalty: 6275.606934
	Iteration 142Q: 3 clusters Score -3.777871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308801 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -37778732.000000 Penalty: 6275.606934
	Iteration 143Q: 3 clusters Score -3.777873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308805 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -37778732.000000 Penalty: 6275.606934
	Iteration 144Q: 3 clusters Score -3.777873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308811 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -37778728.000000 Penalty: 6275.606934
	Iteration 145Q: 3 clusters Score -3.777873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308816 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -37778740.000000 Penalty: 6275.606934
	Iteration 146Q: 3 clusters Score -3.777874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308822 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -37778760.000000 Penalty: 6275.606934
	Iteration 147Q: 3 clusters Score -3.777876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308823 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -37778764.000000 Penalty: 6275.606934
	Iteration 148Q: 3 clusters Score -3.777876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308830 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -37778748.000000 Penalty: 6275.606934
	Iteration 149Q: 3 clusters Score -3.777875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308830 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -37778744.000000 Penalty: 6275.606934
	Iteration 150Q: 3 clusters Score -3.777874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308837 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -37778736.000000 Penalty: 6275.606934
	Iteration 151Q: 3 clusters Score -3.777874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308842 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -37778756.000000 Penalty: 6275.606934
	Iteration 152Q: 3 clusters Score -3.777876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308847 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -37778732.000000 Penalty: 6275.606934
	Iteration 153Q: 3 clusters Score -3.777873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308850 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -37778764.000000 Penalty: 6275.606934
	Iteration 154Q: 3 clusters Score -3.777876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308851 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -37778760.000000 Penalty: 6275.606934
	Iteration 155Q: 3 clusters Score -3.777876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308854 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -37778772.000000 Penalty: 6275.606934
	Iteration 156Q: 3 clusters Score -3.777877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308858 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -37778772.000000 Penalty: 6275.606934
	Iteration 157Q: 3 clusters Score -3.777877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308862 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -37778760.000000 Penalty: 6275.606934
	Iteration 158Q: 3 clusters Score -3.777876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308867 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -37778764.000000 Penalty: 6275.606934
	Iteration 159Q: 3 clusters Score -3.777876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308871 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -37778764.000000 Penalty: 6275.606934
	Iteration 160F: 3 clusters Score -3.777876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308873 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -37778780.000000 Penalty: 6275.606934
	Iteration 161Q: 3 clusters Score -3.777878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308876 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -37778788.000000 Penalty: 6275.606934
	Iteration 162Q: 3 clusters Score -3.777879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308878 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -37778768.000000 Penalty: 6275.606934
	Iteration 163Q: 3 clusters Score -3.777877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308879 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -37778768.000000 Penalty: 6275.606934
	Iteration 164Q: 3 clusters Score -3.777877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308878 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -37778760.000000 Penalty: 6275.606934
	Iteration 165Q: 3 clusters Score -3.777876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308878 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -37778760.000000 Penalty: 6275.606934
	Iteration 166F: 3 clusters Score -3.777876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -129106.671875 Penalty: 1772.984619
	Iteration 0F: 2 clusters Score -129106.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -126988.203125 Penalty: 3545.969238
	Iteration 0F: 3 clusters Score -126988.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -127433.484375 Penalty: 3545.969238
	Iteration 1F: 3 clusters Score -127433.5 nChanged 108
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: -127654.476562 Penalty: 3545.969238
	Iteration 2F: 3 clusters Score -127654.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -127843.664062 Penalty: 3545.969238
	Iteration 3F: 3 clusters Score -127843.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -128071.156250 Penalty: 3545.969238
	Iteration 4F: 3 clusters Score -128071.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -128275.148438 Penalty: 3545.969238
	Iteration 5F: 3 clusters Score -128275.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -128484.593750 Penalty: 3545.969238
	Iteration 6F: 3 clusters Score -128484.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -128646.757812 Penalty: 3545.969238
	Iteration 7Q: 3 clusters Score -128646.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -128727.492188 Penalty: 3545.969238
	Iteration 8Q: 3 clusters Score -128727.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -128771.195312 Penalty: 3545.969238
	Iteration 9Q: 3 clusters Score -128771.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -128804.367188 Penalty: 3545.969238
	Iteration 10Q: 3 clusters Score -128804.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -128816.484375 Penalty: 3545.969238
	Iteration 11Q: 3 clusters Score -128816.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -128820.726562 Penalty: 3545.969238
	Iteration 12Q: 3 clusters Score -128820.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -128822.132812 Penalty: 3545.969238
	Iteration 13Q: 3 clusters Score -128822.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -128822.132812 Penalty: 3545.969238
	Iteration 14F: 3 clusters Score -128822.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Entering Unmasked Estep 
Score: -528898.687500 Penalty: 2089.691162
	Iteration 0F: 2 clusters Score -528898.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -524626.875000 Penalty: 4179.382324
	Iteration 0F: 3 clusters Score -524626.9 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -525638.687500 Penalty: 4179.382324
	Iteration 1F: 3 clusters Score -525638.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -525878.375000 Penalty: 4179.382324
	Iteration 2F: 3 clusters Score -525878.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -526091.875000 Penalty: 4179.382324
	Iteration 3F: 3 clusters Score -526091.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -526283.375000 Penalty: 4179.382324
	Iteration 4Q: 3 clusters Score -526283.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -526453.500000 Penalty: 4179.382324
	Iteration 5Q: 3 clusters Score -526453.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -526618.500000 Penalty: 4179.382324
	Iteration 6Q: 3 clusters Score -526618.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -526746.500000 Penalty: 4179.382324
	Iteration 7Q: 3 clusters Score -526746.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -526867.687500 Penalty: 4179.382324
	Iteration 8Q: 3 clusters Score -526867.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -526970.937500 Penalty: 4179.382324
	Iteration 9Q: 3 clusters Score -526970.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -527038.312500 Penalty: 4179.382324
	Iteration 10Q: 3 clusters Score -527038.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -527106.187500 Penalty: 4179.382324
	Iteration 11Q: 3 clusters Score -527106.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -527157.312500 Penalty: 4179.382324
	Iteration 12Q: 3 clusters Score -527157.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -527207.250000 Penalty: 4179.382324
	Iteration 13Q: 3 clusters Score -527207.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -527245.562500 Penalty: 4179.382324
	Iteration 14Q: 3 clusters Score -527245.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -527281.750000 Penalty: 4179.382324
	Iteration 15Q: 3 clusters Score -527281.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -527321.312500 Penalty: 4179.382324
	Iteration 16Q: 3 clusters Score -527321.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -527350.187500 Penalty: 4179.382324
	Iteration 17Q: 3 clusters Score -527350.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -527372.500000 Penalty: 4179.382324
	Iteration 18Q: 3 clusters Score -527372.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -527386.687500 Penalty: 4179.382324
	Iteration 19Q: 3 clusters Score -527386.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -527400.187500 Penalty: 4179.382324
	Iteration 20F: 3 clusters Score -527400.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -527413.687500 Penalty: 4179.382324
	Iteration 21Q: 3 clusters Score -527413.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -527423.562500 Penalty: 4179.382324
	Iteration 22Q: 3 clusters Score -527423.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -527432.000000 Penalty: 4179.382324
	Iteration 23Q: 3 clusters Score -527432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -527440.687500 Penalty: 4179.382324
	Iteration 24Q: 3 clusters Score -527440.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -527447.812500 Penalty: 4179.382324
	Iteration 25Q: 3 clusters Score -527447.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -527449.750000 Penalty: 4179.382324
	Iteration 26Q: 3 clusters Score -527449.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -527450.750000 Penalty: 4179.382324
	Iteration 27Q: 3 clusters Score -527450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -527452.375000 Penalty: 4179.382324
	Iteration 28Q: 3 clusters Score -527452.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -527454.500000 Penalty: 4179.382324
	Iteration 29Q: 3 clusters Score -527454.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -527456.625000 Penalty: 4179.382324
	Iteration 30Q: 3 clusters Score -527456.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -527461.937500 Penalty: 4179.382324
	Iteration 31Q: 3 clusters Score -527461.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -527465.937500 Penalty: 4179.382324
	Iteration 32Q: 3 clusters Score -527465.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -527470.250000 Penalty: 4179.382324
	Iteration 33Q: 3 clusters Score -527470.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -527471.500000 Penalty: 4179.382324
	Iteration 34Q: 3 clusters Score -527471.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -527471.500000 Penalty: 4179.382324
	Iteration 35F: 3 clusters Score -527471.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Entering Unmasked Estep 
Score: -227388.453125 Penalty: 1890.541992
	Iteration 0F: 2 clusters Score -227388.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -224702.640625 Penalty: 3781.083984
	Iteration 0F: 3 clusters Score -224702.6 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -225182.828125 Penalty: 3781.083984
	Iteration 1F: 3 clusters Score -225182.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -225318.812500 Penalty: 3781.083984
	Iteration 2F: 3 clusters Score -225318.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -225393.437500 Penalty: 3781.083984
	Iteration 3Q: 3 clusters Score -225393.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -225434.625000 Penalty: 3781.083984
	Iteration 4Q: 3 clusters Score -225434.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -225459.046875 Penalty: 3781.083984
	Iteration 5Q: 3 clusters Score -225459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -225480.656250 Penalty: 3781.083984
	Iteration 6Q: 3 clusters Score -225480.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -225492.484375 Penalty: 3781.083984
	Iteration 7Q: 3 clusters Score -225492.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -225500.453125 Penalty: 3781.083984
	Iteration 8Q: 3 clusters Score -225500.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -225505.718750 Penalty: 3781.083984
	Iteration 9Q: 3 clusters Score -225505.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -225509.375000 Penalty: 3781.083984
	Iteration 10Q: 3 clusters Score -225509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -225510.906250 Penalty: 3781.083984
	Iteration 11Q: 3 clusters Score -225510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -225511.046875 Penalty: 3781.083984
	Iteration 12Q: 3 clusters Score -225511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -225513.421875 Penalty: 3781.083984
	Iteration 13Q: 3 clusters Score -225513.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -225516.937500 Penalty: 3781.083984
	Iteration 14Q: 3 clusters Score -225516.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -225517.921875 Penalty: 3781.083984
	Iteration 15Q: 3 clusters Score -225517.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -225519.046875 Penalty: 3781.083984
	Iteration 16Q: 3 clusters Score -225519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -225520.671875 Penalty: 3781.083984
	Iteration 17Q: 3 clusters Score -225520.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -225520.718750 Penalty: 3781.083984
	Iteration 18Q: 3 clusters Score -225520.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -225522.265625 Penalty: 3781.083984
	Iteration 19Q: 3 clusters Score -225522.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -225524.000000 Penalty: 3781.083984
	Iteration 20F: 3 clusters Score -225524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -225524.734375 Penalty: 3781.083984
	Iteration 21Q: 3 clusters Score -225524.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -225524.734375 Penalty: 3781.083984
	Iteration 22F: 3 clusters Score -225524.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 59158 members 
Mstep: Class 6 contains 226210 members 
Mstep: Class 7 contains 23817 members 
Mstep: Class 8 contains 652 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 12 contains 217756 members 
Mstep: Class 13 contains 4163 members 
Mstep: Class 14 contains 312523 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 21 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104240072.000000 Penalty: 54284.179688
Iteration 39Q: 17 clusters Score -1.042401e+08 nChanged 12141
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 59243 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 1643 members 
Mstep: Class 5 contains 13948 members 
Mstep: Class 6 contains 226866 members 
Mstep: Class 7 contains 24478 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 275 members 
Mstep: Class 10 contains 1009 members 
Mstep: Class 12 contains 216738 members 
Mstep: Class 13 contains 4161 members 
Mstep: Class 14 contains 312467 members 
Mstep: Class 15 contains 1229 members 
Mstep: Class 17 contains 4572 members 
Mstep: Class 21 contains 2073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104243712.000000 Penalty: 54284.179688
Iteration 40F: 17 clusters Score -1.042437e+08 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 59266 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 15430 members 
Mstep: Class 6 contains 226769 members 
Mstep: Class 7 contains 25130 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 273 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 12 contains 215951 members 
Mstep: Class 13 contains 4026 members 
Mstep: Class 14 contains 310825 members 
Mstep: Class 15 contains 1133 members 
Mstep: Class 17 contains 4578 members 
Mstep: Class 21 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104246576.000000 Penalty: 54284.179688
Iteration 41Q: 17 clusters Score -1.042466e+08 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 59274 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 1775 members 
Mstep: Class 5 contains 16570 members 
Mstep: Class 6 contains 226576 members 
Mstep: Class 7 contains 25763 members 
Mstep: Class 8 contains 653 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 12 contains 215480 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 309616 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 17 contains 4585 members 
Mstep: Class 21 contains 2217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104248312.000000 Penalty: 54284.179688
Iteration 42Q: 17 clusters Score -1.042483e+08 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 59296 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 17578 members 
Mstep: Class 6 contains 226256 members 
Mstep: Class 7 contains 26355 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 265 members 
Mstep: Class 10 contains 865 members 
Mstep: Class 12 contains 215041 members 
Mstep: Class 13 contains 3960 members 
Mstep: Class 14 contains 308722 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 17 contains 4589 members 
Mstep: Class 21 contains 2272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104249576.000000 Penalty: 54284.179688
Iteration 43Q: 17 clusters Score -1.042496e+08 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 59264 members 
Mstep: Class 3 contains 516 members 
Mstep: Class 4 contains 1812 members 
Mstep: Class 5 contains 18503 members 
Mstep: Class 6 contains 225865 members 
Mstep: Class 7 contains 26978 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 833 members 
Mstep: Class 12 contains 214562 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 308052 members 
Mstep: Class 15 contains 1067 members 
Mstep: Class 17 contains 4597 members 
Mstep: Class 21 contains 2308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104251240.000000 Penalty: 54284.179688
Iteration 44Q: 17 clusters Score -1.042512e+08 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 59225 members 
Mstep: Class 3 contains 518 members 
Mstep: Class 4 contains 1816 members 
Mstep: Class 5 contains 19371 members 
Mstep: Class 6 contains 225458 members 
Mstep: Class 7 contains 27620 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 12 contains 214132 members 
Mstep: Class 13 contains 3934 members 
Mstep: Class 14 contains 307406 members 
Mstep: Class 15 contains 1059 members 
Mstep: Class 17 contains 4603 members 
Mstep: Class 21 contains 2345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104252384.000000 Penalty: 54284.179688
Iteration 45Q: 17 clusters Score -1.042524e+08 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 59180 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 20158 members 
Mstep: Class 6 contains 225069 members 
Mstep: Class 7 contains 28222 members 
Mstep: Class 8 contains 660 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 12 contains 213736 members 
Mstep: Class 13 contains 3931 members 
Mstep: Class 14 contains 306833 members 
Mstep: Class 15 contains 1052 members 
Mstep: Class 17 contains 4613 members 
Mstep: Class 21 contains 2386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104253392.000000 Penalty: 54284.179688
Iteration 46Q: 17 clusters Score -1.042534e+08 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 59156 members 
Mstep: Class 3 contains 529 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 20802 members 
Mstep: Class 6 contains 224531 members 
Mstep: Class 7 contains 28911 members 
Mstep: Class 8 contains 659 members 
Mstep: Class 9 contains 260 members 
Mstep: Class 10 contains 757 members 
Mstep: Class 12 contains 213459 members 
Mstep: Class 13 contains 3923 members 
Mstep: Class 14 contains 306339 members 
Mstep: Class 15 contains 1047 members 
Mstep: Class 17 contains 4617 members 
Mstep: Class 21 contains 2424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104254824.000000 Penalty: 54284.179688
Iteration 47Q: 17 clusters Score -1.042548e+08 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 59169 members 
Mstep: Class 3 contains 532 members 
Mstep: Class 4 contains 1800 members 
Mstep: Class 5 contains 21407 members 
Mstep: Class 6 contains 223913 members 
Mstep: Class 7 contains 29629 members 
Mstep: Class 8 contains 657 members 
Mstep: Class 9 contains 260 members 
Mstep: Class 10 contains 739 members 
Mstep: Class 12 contains 213381 members 
Mstep: Class 13 contains 3926 members 
Mstep: Class 14 contains 305703 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 17 contains 4617 members 
Mstep: Class 21 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104255392.000000 Penalty: 54284.179688
Iteration 48Q: 17 clusters Score -1.042554e+08 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 59201 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 1800 members 
Mstep: Class 5 contains 21956 members 
Mstep: Class 6 contains 223240 members 
Mstep: Class 7 contains 30321 members 
Mstep: Class 8 contains 657 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 734 members 
Mstep: Class 12 contains 213279 members 
Mstep: Class 13 contains 3914 members 
Mstep: Class 14 contains 305206 members 
Mstep: Class 15 contains 1038 members 
Mstep: Class 17 contains 4617 members 
Mstep: Class 21 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104256600.000000 Penalty: 54284.179688
Iteration 49Q: 17 clusters Score -1.042566e+08 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 59262 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 1806 members 
Mstep: Class 5 contains 22460 members 
Mstep: Class 6 contains 222544 members 
Mstep: Class 7 contains 31013 members 
Mstep: Class 8 contains 657 members 
Mstep: Class 9 contains 267 members 
Mstep: Class 10 contains 735 members 
Mstep: Class 12 contains 213287 members 
Mstep: Class 13 contains 3904 members 
Mstep: Class 14 contains 304629 members 
Mstep: Class 15 contains 1028 members 
Mstep: Class 17 contains 4620 members 
Mstep: Class 21 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104257912.000000 Penalty: 54284.179688
Iteration 50Q: 17 clusters Score -1.042579e+08 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 59330 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 22899 members 
Mstep: Class 6 contains 221756 members 
Mstep: Class 7 contains 31700 members 
Mstep: Class 8 contains 657 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 732 members 
Mstep: Class 12 contains 213368 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 304131 members 
Mstep: Class 15 contains 1020 members 
Mstep: Class 17 contains 4619 members 
Mstep: Class 21 contains 2472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104258840.000000 Penalty: 54284.179688
Iteration 51Q: 17 clusters Score -1.042588e+08 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 59420 members 
Mstep: Class 3 contains 549 members 
Mstep: Class 4 contains 1823 members 
Mstep: Class 5 contains 23297 members 
Mstep: Class 6 contains 221082 members 
Mstep: Class 7 contains 32373 members 
Mstep: Class 8 contains 657 members 
Mstep: Class 9 contains 276 members 
Mstep: Class 10 contains 732 members 
Mstep: Class 12 contains 213517 members 
Mstep: Class 13 contains 3878 members 
Mstep: Class 14 contains 303488 members 
Mstep: Class 15 contains 1010 members 
Mstep: Class 17 contains 4619 members 
Mstep: Class 21 contains 2481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104259552.000000 Penalty: 54284.179688
Iteration 52Q: 17 clusters Score -1.042596e+08 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 59513 members 
Mstep: Class 3 contains 555 members 
Mstep: Class 4 contains 1842 members 
Mstep: Class 5 contains 23647 members 
Mstep: Class 6 contains 220430 members 
Mstep: Class 7 contains 33071 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 12 contains 213581 members 
Mstep: Class 13 contains 3864 members 
Mstep: Class 14 contains 302923 members 
Mstep: Class 15 contains 999 members 
Mstep: Class 17 contains 4620 members 
Mstep: Class 21 contains 2484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104261016.000000 Penalty: 54284.179688
Iteration 53Q: 17 clusters Score -1.04261e+08 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 59628 members 
Mstep: Class 3 contains 555 members 
Mstep: Class 4 contains 1859 members 
Mstep: Class 5 contains 23943 members 
Mstep: Class 6 contains 219861 members 
Mstep: Class 7 contains 33782 members 
Mstep: Class 8 contains 660 members 
Mstep: Class 9 contains 283 members 
Mstep: Class 10 contains 734 members 
Mstep: Class 12 contains 213661 members 
Mstep: Class 13 contains 3851 members 
Mstep: Class 14 contains 302279 members 
Mstep: Class 15 contains 995 members 
Mstep: Class 17 contains 4622 members 
Mstep: Class 21 contains 2484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104261432.000000 Penalty: 54284.179688
Iteration 54Q: 17 clusters Score -1.042614e+08 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 59781 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 1874 members 
Mstep: Class 5 contains 24184 members 
Mstep: Class 6 contains 219425 members 
Mstep: Class 7 contains 34487 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 288 members 
Mstep: Class 10 contains 735 members 
Mstep: Class 12 contains 213737 members 
Mstep: Class 13 contains 3836 members 
Mstep: Class 14 contains 301538 members 
Mstep: Class 15 contains 986 members 
Mstep: Class 17 contains 4623 members 
Mstep: Class 21 contains 2489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104262704.000000 Penalty: 54284.179688
Iteration 55Q: 17 clusters Score -1.042627e+08 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 59922 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 1884 members 
Mstep: Class 5 contains 24414 members 
Mstep: Class 6 contains 219003 members 
Mstep: Class 7 contains 35235 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 733 members 
Mstep: Class 12 contains 213781 members 
Mstep: Class 13 contains 3835 members 
Mstep: Class 14 contains 300792 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 17 contains 4624 members 
Mstep: Class 21 contains 2489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104263600.000000 Penalty: 54284.179688
Iteration 56Q: 17 clusters Score -1.042636e+08 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 60089 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 1896 members 
Mstep: Class 5 contains 24612 members 
Mstep: Class 6 contains 218562 members 
Mstep: Class 7 contains 35999 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 290 members 
Mstep: Class 10 contains 733 members 
Mstep: Class 12 contains 213780 members 
Mstep: Class 13 contains 3828 members 
Mstep: Class 14 contains 300101 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 17 contains 4628 members 
Mstep: Class 21 contains 2489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104265152.000000 Penalty: 54284.179688
Iteration 57Q: 17 clusters Score -1.042652e+08 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 60286 members 
Mstep: Class 3 contains 561 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 24791 members 
Mstep: Class 6 contains 218200 members 
Mstep: Class 7 contains 36789 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 290 members 
Mstep: Class 10 contains 734 members 
Mstep: Class 12 contains 213706 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 299360 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 17 contains 4634 members 
Mstep: Class 21 contains 2492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104266568.000000 Penalty: 54284.179688
Iteration 58Q: 17 clusters Score -1.042666e+08 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 60488 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 4 contains 1901 members 
Mstep: Class 5 contains 24951 members 
Mstep: Class 6 contains 217849 members 
Mstep: Class 7 contains 37534 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 290 members 
Mstep: Class 10 contains 736 members 
Mstep: Class 12 contains 213623 members 
Mstep: Class 13 contains 3825 members 
Mstep: Class 14 contains 298665 members 
Mstep: Class 15 contains 977 members 
Mstep: Class 17 contains 4645 members 
Mstep: Class 21 contains 2496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104268120.000000 Penalty: 54284.179688
Iteration 59Q: 17 clusters Score -1.042681e+08 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 60709 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 1907 members 
Mstep: Class 5 contains 25082 members 
Mstep: Class 6 contains 217432 members 
Mstep: Class 7 contains 38322 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 735 members 
Mstep: Class 12 contains 213563 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 297987 members 
Mstep: Class 15 contains 977 members 
Mstep: Class 17 contains 4657 members 
Mstep: Class 21 contains 2497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104269920.000000 Penalty: 54284.179688
Iteration 60F: 17 clusters Score -1.042699e+08 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 60999 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 1902 members 
Mstep: Class 5 contains 25193 members 
Mstep: Class 6 contains 216830 members 
Mstep: Class 7 contains 39229 members 
Mstep: Class 8 contains 664 members 
Mstep: Class 9 contains 290 members 
Mstep: Class 10 contains 730 members 
Mstep: Class 12 contains 213418 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 297410 members 
Mstep: Class 15 contains 978 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 21 contains 2512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104271568.000000 Penalty: 54284.179688
Iteration 61Q: 17 clusters Score -1.042716e+08 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 61306 members 
Mstep: Class 3 contains 561 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 25266 members 
Mstep: Class 6 contains 216190 members 
Mstep: Class 7 contains 40273 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 733 members 
Mstep: Class 12 contains 213122 members 
Mstep: Class 13 contains 3812 members 
Mstep: Class 14 contains 296911 members 
Mstep: Class 15 contains 976 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 21 contains 2525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104273632.000000 Penalty: 54284.179688
Iteration 62Q: 17 clusters Score -1.042736e+08 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 61641 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 25336 members 
Mstep: Class 6 contains 215594 members 
Mstep: Class 7 contains 41388 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 298 members 
Mstep: Class 10 contains 743 members 
Mstep: Class 12 contains 212749 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 296344 members 
Mstep: Class 15 contains 971 members 
Mstep: Class 17 contains 4691 members 
Mstep: Class 21 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104275784.000000 Penalty: 54284.179688
Iteration 63Q: 17 clusters Score -1.042758e+08 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 61965 members 
Mstep: Class 3 contains 566 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 25395 members 
Mstep: Class 6 contains 215091 members 
Mstep: Class 7 contains 42605 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 300 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 12 contains 212321 members 
Mstep: Class 13 contains 3784 members 
Mstep: Class 14 contains 295658 members 
Mstep: Class 15 contains 965 members 
Mstep: Class 17 contains 4706 members 
Mstep: Class 21 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104277352.000000 Penalty: 54284.179688
Iteration 64Q: 17 clusters Score -1.042774e+08 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 62283 members 
Mstep: Class 3 contains 567 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 25452 members 
Mstep: Class 6 contains 214687 members 
Mstep: Class 7 contains 43914 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 751 members 
Mstep: Class 12 contains 211835 members 
Mstep: Class 13 contains 3768 members 
Mstep: Class 14 contains 294848 members 
Mstep: Class 15 contains 963 members 
Mstep: Class 17 contains 4722 members 
Mstep: Class 21 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104278616.000000 Penalty: 54284.179688
Iteration 65Q: 17 clusters Score -1.042786e+08 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 62596 members 
Mstep: Class 3 contains 567 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 25508 members 
Mstep: Class 6 contains 214398 members 
Mstep: Class 7 contains 45269 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 12 contains 211140 members 
Mstep: Class 13 contains 3761 members 
Mstep: Class 14 contains 294071 members 
Mstep: Class 15 contains 961 members 
Mstep: Class 17 contains 4751 members 
Mstep: Class 21 contains 2573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280592.000000 Penalty: 54284.179688
Iteration 66Q: 17 clusters Score -1.042806e+08 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 62927 members 
Mstep: Class 3 contains 566 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 25548 members 
Mstep: Class 6 contains 214348 members 
Mstep: Class 7 contains 46562 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 303 members 
Mstep: Class 10 contains 757 members 
Mstep: Class 12 contains 210318 members 
Mstep: Class 13 contains 3756 members 
Mstep: Class 14 contains 293244 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 17 contains 4784 members 
Mstep: Class 21 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281952.000000 Penalty: 54284.179688
Iteration 67Q: 17 clusters Score -1.04282e+08 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 63240 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 25553 members 
Mstep: Class 6 contains 214428 members 
Mstep: Class 7 contains 47844 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 305 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 12 contains 209411 members 
Mstep: Class 13 contains 3750 members 
Mstep: Class 14 contains 292434 members 
Mstep: Class 15 contains 959 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 21 contains 2586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283424.000000 Penalty: 54284.179688
Iteration 68Q: 17 clusters Score -1.042834e+08 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 63544 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 4 contains 1905 members 
Mstep: Class 5 contains 25548 members 
Mstep: Class 6 contains 214683 members 
Mstep: Class 7 contains 49086 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 307 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 12 contains 208532 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 291479 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 17 contains 4850 members 
Mstep: Class 21 contains 2589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284272.000000 Penalty: 54284.179688
Iteration 69Q: 17 clusters Score -1.042843e+08 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 63896 members 
Mstep: Class 3 contains 568 members 
Mstep: Class 4 contains 1910 members 
Mstep: Class 5 contains 25513 members 
Mstep: Class 6 contains 214958 members 
Mstep: Class 7 contains 50328 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 308 members 
Mstep: Class 10 contains 751 members 
Mstep: Class 12 contains 207664 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 290472 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 17 contains 4880 members 
Mstep: Class 21 contains 2589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285360.000000 Penalty: 54284.179688
Iteration 70Q: 17 clusters Score -1.042854e+08 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 64256 members 
Mstep: Class 3 contains 568 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 25504 members 
Mstep: Class 6 contains 215361 members 
Mstep: Class 7 contains 51556 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 307 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 12 contains 206786 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 289327 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 17 contains 4913 members 
Mstep: Class 21 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286960.000000 Penalty: 54284.179688
Iteration 71Q: 17 clusters Score -1.04287e+08 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 64605 members 
Mstep: Class 3 contains 570 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 25489 members 
Mstep: Class 6 contains 215758 members 
Mstep: Class 7 contains 52706 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 307 members 
Mstep: Class 10 contains 750 members 
Mstep: Class 12 contains 205844 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 288347 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 4955 members 
Mstep: Class 21 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288336.000000 Penalty: 54284.179688
Iteration 72Q: 17 clusters Score -1.042883e+08 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 64965 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 25470 members 
Mstep: Class 6 contains 216257 members 
Mstep: Class 7 contains 53809 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 307 members 
Mstep: Class 10 contains 750 members 
Mstep: Class 12 contains 204822 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 287376 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 5004 members 
Mstep: Class 21 contains 2596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289640.000000 Penalty: 54284.179688
Iteration 73Q: 17 clusters Score -1.042896e+08 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 65306 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1917 members 
Mstep: Class 5 contains 25462 members 
Mstep: Class 6 contains 216794 members 
Mstep: Class 7 contains 54875 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 751 members 
Mstep: Class 12 contains 203884 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 286328 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 17 contains 5055 members 
Mstep: Class 21 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290616.000000 Penalty: 54284.179688
Iteration 74Q: 17 clusters Score -1.042906e+08 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 65644 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1917 members 
Mstep: Class 5 contains 25450 members 
Mstep: Class 6 contains 217360 members 
Mstep: Class 7 contains 55883 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 305 members 
Mstep: Class 10 contains 752 members 
Mstep: Class 12 contains 202929 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 285316 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 21 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291000.000000 Penalty: 54284.179688
Iteration 75Q: 17 clusters Score -1.04291e+08 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 65966 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1914 members 
Mstep: Class 5 contains 25470 members 
Mstep: Class 6 contains 217883 members 
Mstep: Class 7 contains 56797 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 12 contains 202055 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 284341 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 17 contains 5188 members 
Mstep: Class 21 contains 2600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291896.000000 Penalty: 54284.179688
Iteration 76Q: 17 clusters Score -1.042919e+08 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 66298 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1913 members 
Mstep: Class 5 contains 25522 members 
Mstep: Class 6 contains 218311 members 
Mstep: Class 7 contains 57615 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 12 contains 201327 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 283366 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 17 contains 5261 members 
Mstep: Class 21 contains 2600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104292672.000000 Penalty: 54284.179688
Iteration 77Q: 17 clusters Score -1.042927e+08 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 66656 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1909 members 
Mstep: Class 5 contains 25561 members 
Mstep: Class 6 contains 218734 members 
Mstep: Class 7 contains 58372 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 12 contains 200728 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 282332 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 17 contains 5320 members 
Mstep: Class 21 contains 2600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104293704.000000 Penalty: 54284.179688
Iteration 78Q: 17 clusters Score -1.042937e+08 nChanged 5106
Entering ConstructFrom: 
Score: -104293704.000000 Penalty: 54284.179688
Entering ConstructFrom: 
Trying to split cluster 1 (4470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Entering Unmasked Estep 
Score: -508664.437500 Penalty: 2084.475586
	Iteration 0F: 2 clusters Score -508664.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -504501.593750 Penalty: 4168.951172
	Iteration 0F: 3 clusters Score -504501.6 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -505409.375000 Penalty: 4168.951172
	Iteration 1F: 3 clusters Score -505409.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -505588.468750 Penalty: 4168.951172
	Iteration 2F: 3 clusters Score -505588.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -505702.062500 Penalty: 4168.951172
	Iteration 3Q: 3 clusters Score -505702.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -505782.812500 Penalty: 4168.951172
	Iteration 4Q: 3 clusters Score -505782.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -505848.718750 Penalty: 4168.951172
	Iteration 5Q: 3 clusters Score -505848.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -505903.718750 Penalty: 4168.951172
	Iteration 6Q: 3 clusters Score -505903.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -505949.250000 Penalty: 4168.951172
	Iteration 7Q: 3 clusters Score -505949.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -505988.281250 Penalty: 4168.951172
	Iteration 8Q: 3 clusters Score -505988.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -506028.656250 Penalty: 4168.951172
	Iteration 9Q: 3 clusters Score -506028.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -506062.531250 Penalty: 4168.951172
	Iteration 10Q: 3 clusters Score -506062.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -506100.937500 Penalty: 4168.951172
	Iteration 11Q: 3 clusters Score -506100.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -506132.781250 Penalty: 4168.951172
	Iteration 12Q: 3 clusters Score -506132.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -506161.125000 Penalty: 4168.951172
	Iteration 13Q: 3 clusters Score -506161.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -506190.218750 Penalty: 4168.951172
	Iteration 14Q: 3 clusters Score -506190.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -506217.906250 Penalty: 4168.951172
	Iteration 15Q: 3 clusters Score -506217.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -506236.156250 Penalty: 4168.951172
	Iteration 16Q: 3 clusters Score -506236.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -506253.531250 Penalty: 4168.951172
	Iteration 17Q: 3 clusters Score -506253.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -506268.125000 Penalty: 4168.951172
	Iteration 18Q: 3 clusters Score -506268.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -506282.781250 Penalty: 4168.951172
	Iteration 19Q: 3 clusters Score -506282.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -506298.031250 Penalty: 4168.951172
	Iteration 20F: 3 clusters Score -506298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -506313.562500 Penalty: 4168.951172
	Iteration 21Q: 3 clusters Score -506313.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -506334.687500 Penalty: 4168.951172
	Iteration 22Q: 3 clusters Score -506334.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -506359.312500 Penalty: 4168.951172
	Iteration 23Q: 3 clusters Score -506359.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -506380.781250 Penalty: 4168.951172
	Iteration 24Q: 3 clusters Score -506380.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -506404.718750 Penalty: 4168.951172
	Iteration 25Q: 3 clusters Score -506404.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -506436.250000 Penalty: 4168.951172
	Iteration 26Q: 3 clusters Score -506436.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -506468.031250 Penalty: 4168.951172
	Iteration 27Q: 3 clusters Score -506468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -506495.625000 Penalty: 4168.951172
	Iteration 28Q: 3 clusters Score -506495.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -506520.843750 Penalty: 4168.951172
	Iteration 29Q: 3 clusters Score -506520.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -506551.750000 Penalty: 4168.951172
	Iteration 30Q: 3 clusters Score -506551.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -506577.500000 Penalty: 4168.951172
	Iteration 31Q: 3 clusters Score -506577.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -506593.156250 Penalty: 4168.951172
	Iteration 32Q: 3 clusters Score -506593.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -506608.406250 Penalty: 4168.951172
	Iteration 33Q: 3 clusters Score -506608.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -506626.687500 Penalty: 4168.951172
	Iteration 34Q: 3 clusters Score -506626.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -506647.218750 Penalty: 4168.951172
	Iteration 35Q: 3 clusters Score -506647.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -506667.593750 Penalty: 4168.951172
	Iteration 36Q: 3 clusters Score -506667.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -506681.843750 Penalty: 4168.951172
	Iteration 37Q: 3 clusters Score -506681.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -506699.000000 Penalty: 4168.951172
	Iteration 38Q: 3 clusters Score -506699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -506718.937500 Penalty: 4168.951172
	Iteration 39Q: 3 clusters Score -506718.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -506729.500000 Penalty: 4168.951172
	Iteration 40F: 3 clusters Score -506729.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -506736.125000 Penalty: 4168.951172
	Iteration 41Q: 3 clusters Score -506736.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -506742.343750 Penalty: 4168.951172
	Iteration 42Q: 3 clusters Score -506742.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -506750.406250 Penalty: 4168.951172
	Iteration 43Q: 3 clusters Score -506750.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -506756.187500 Penalty: 4168.951172
	Iteration 44Q: 3 clusters Score -506756.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -506760.312500 Penalty: 4168.951172
	Iteration 45Q: 3 clusters Score -506760.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -506763.750000 Penalty: 4168.951172
	Iteration 46Q: 3 clusters Score -506763.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -506769.718750 Penalty: 4168.951172
	Iteration 47Q: 3 clusters Score -506769.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -506775.906250 Penalty: 4168.951172
	Iteration 48Q: 3 clusters Score -506775.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -506785.812500 Penalty: 4168.951172
	Iteration 49Q: 3 clusters Score -506785.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -506791.000000 Penalty: 4168.951172
	Iteration 50Q: 3 clusters Score -506791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -506797.875000 Penalty: 4168.951172
	Iteration 51Q: 3 clusters Score -506797.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -506801.875000 Penalty: 4168.951172
	Iteration 52Q: 3 clusters Score -506801.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -506805.031250 Penalty: 4168.951172
	Iteration 53Q: 3 clusters Score -506805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -506808.406250 Penalty: 4168.951172
	Iteration 54Q: 3 clusters Score -506808.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -506809.156250 Penalty: 4168.951172
	Iteration 55Q: 3 clusters Score -506809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -506810.937500 Penalty: 4168.951172
	Iteration 56Q: 3 clusters Score -506810.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -506810.937500 Penalty: 4168.951172
	Iteration 57F: 3 clusters Score -506810.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Entering Unmasked Estep 
Score: -7933589.500000 Penalty: 2755.913086
	Iteration 0F: 2 clusters Score -7933590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -7888617.000000 Penalty: 5511.826172
	Iteration 0F: 3 clusters Score -7888617 nChanged 31363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -7906106.000000 Penalty: 5511.826172
	Iteration 1F: 3 clusters Score -7906106 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -7906706.000000 Penalty: 5511.826172
	Iteration 2Q: 3 clusters Score -7906706 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -7907236.000000 Penalty: 5511.826172
	Iteration 3Q: 3 clusters Score -7907236 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -7907716.000000 Penalty: 5511.826172
	Iteration 4Q: 3 clusters Score -7907716 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -7908435.000000 Penalty: 5511.826172
	Iteration 5Q: 3 clusters Score -7908435 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -7909249.500000 Penalty: 5511.826172
	Iteration 6Q: 3 clusters Score -7909250 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -7910386.500000 Penalty: 5511.826172
	Iteration 7Q: 3 clusters Score -7910386 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -7912247.000000 Penalty: 5511.826172
	Iteration 8Q: 3 clusters Score -7912247 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -7915277.000000 Penalty: 5511.826172
	Iteration 9F: 3 clusters Score -7915277 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -7919325.500000 Penalty: 5511.826172
	Iteration 10F: 3 clusters Score -7919326 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -7923567.000000 Penalty: 5511.826172
	Iteration 11F: 3 clusters Score -7923567 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 61730 members 
Entering Unmasked Estep 
Score: -7926967.500000 Penalty: 5511.826172
	Iteration 12F: 3 clusters Score -7926968 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 64123 members 
Entering Unmasked Estep 
Score: -7929085.000000 Penalty: 5511.826172
	Iteration 13Q: 3 clusters Score -7929085 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -7930161.000000 Penalty: 5511.826172
	Iteration 14Q: 3 clusters Score -7930161 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 65865 members 
Entering Unmasked Estep 
Score: -7930637.000000 Penalty: 5511.826172
	Iteration 15Q: 3 clusters Score -7930637 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 66131 members 
Entering Unmasked Estep 
Score: -7930906.000000 Penalty: 5511.826172
	Iteration 16Q: 3 clusters Score -7930906 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -7931071.000000 Penalty: 5511.826172
	Iteration 17Q: 3 clusters Score -7931071 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -7931159.000000 Penalty: 5511.826172
	Iteration 18Q: 3 clusters Score -7931159 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -7931209.500000 Penalty: 5511.826172
	Iteration 19Q: 3 clusters Score -7931210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
Score: -7931231.000000 Penalty: 5511.826172
	Iteration 20F: 3 clusters Score -7931231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -7931258.000000 Penalty: 5511.826172
	Iteration 21Q: 3 clusters Score -7931258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -7931277.000000 Penalty: 5511.826172
	Iteration 22Q: 3 clusters Score -7931277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 66441 members 
Entering Unmasked Estep 
Score: -7931298.500000 Penalty: 5511.826172
	Iteration 23Q: 3 clusters Score -7931298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -7931310.000000 Penalty: 5511.826172
	Iteration 24Q: 3 clusters Score -7931310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 66452 members 
Entering Unmasked Estep 
Score: -7931305.500000 Penalty: 5511.826172
	Iteration 25Q: 3 clusters Score -7931306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -7931316.500000 Penalty: 5511.826172
	Iteration 26Q: 3 clusters Score -7931316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -7931311.500000 Penalty: 5511.826172
	Iteration 27Q: 3 clusters Score -7931312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 66450 members 
Entering Unmasked Estep 
Score: -7931320.500000 Penalty: 5511.826172
	Iteration 28Q: 3 clusters Score -7931320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 66452 members 
Entering Unmasked Estep 
Score: -7931321.000000 Penalty: 5511.826172
	Iteration 29Q: 3 clusters Score -7931321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -7931321.000000 Penalty: 5511.826172
	Iteration 30Q: 3 clusters Score -7931321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 66457 members 
Entering Unmasked Estep 
Score: -7931332.000000 Penalty: 5511.826172
	Iteration 31Q: 3 clusters Score -7931332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 66457 members 
Entering Unmasked Estep 
Score: -7931333.000000 Penalty: 5511.826172
	Iteration 32Q: 3 clusters Score -7931333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -7931335.500000 Penalty: 5511.826172
	Iteration 33Q: 3 clusters Score -7931336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -7931339.500000 Penalty: 5511.826172
	Iteration 34Q: 3 clusters Score -7931340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -7931343.500000 Penalty: 5511.826172
	Iteration 35Q: 3 clusters Score -7931344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -7931339.000000 Penalty: 5511.826172
	Iteration 36Q: 3 clusters Score -7931339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -7931342.000000 Penalty: 5511.826172
	Iteration 37Q: 3 clusters Score -7931342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -7931345.500000 Penalty: 5511.826172
	Iteration 38Q: 3 clusters Score -7931346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -7931343.500000 Penalty: 5511.826172
	Iteration 39Q: 3 clusters Score -7931344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -7931345.000000 Penalty: 5511.826172
	Iteration 40F: 3 clusters Score -7931345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -56126.148438 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -56126.15 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 285 members 
Entering Unmasked Estep 
Score: -54577.968750 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -54577.97 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54782.730469 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -54782.73 nChanged 31
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: -54842.632812 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -54842.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54894.453125 Penalty: 3148.305176
	Iteration 3Q: 3 clusters Score -54894.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54974.347656 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -54974.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55084.292969 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -55084.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55176.816406 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -55176.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55249.687500 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -55249.69 nChanged 15
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: -55307.761719 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -55307.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55373.070312 Penalty: 3148.305176
	Iteration 9Q: 3 clusters Score -55373.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55391.250000 Penalty: 3148.305176
	Iteration 10Q: 3 clusters Score -55391.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55401.046875 Penalty: 3148.305176
	Iteration 11Q: 3 clusters Score -55401.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55414.960938 Penalty: 3148.305176
	Iteration 12Q: 3 clusters Score -55414.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55419.371094 Penalty: 3148.305176
	Iteration 13Q: 3 clusters Score -55419.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55422.351562 Penalty: 3148.305176
	Iteration 14Q: 3 clusters Score -55422.35 nChanged 1
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: -55424.753906 Penalty: 3148.305176
	Iteration 15Q: 3 clusters Score -55424.75 nChanged 1
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: -55426.968750 Penalty: 3148.305176
	Iteration 16Q: 3 clusters Score -55426.97 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: -55428.472656 Penalty: 3148.305176
	Iteration 17Q: 3 clusters Score -55428.47 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: -55435.808594 Penalty: 3148.305176
	Iteration 18F: 3 clusters Score -55435.81 nChanged 2
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: -55463.179688 Penalty: 3148.305176
	Iteration 19Q: 3 clusters Score -55463.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55507.804688 Penalty: 3148.305176
	Iteration 20F: 3 clusters Score -55507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55533.847656 Penalty: 3148.305176
	Iteration 21Q: 3 clusters Score -55533.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55553.218750 Penalty: 3148.305176
	Iteration 22Q: 3 clusters Score -55553.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55580.093750 Penalty: 3148.305176
	Iteration 23Q: 3 clusters Score -55580.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55592.328125 Penalty: 3148.305176
	Iteration 24Q: 3 clusters Score -55592.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55614.078125 Penalty: 3148.305176
	Iteration 25Q: 3 clusters Score -55614.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55631.933594 Penalty: 3148.305176
	Iteration 26Q: 3 clusters Score -55631.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55650.125000 Penalty: 3148.305176
	Iteration 27Q: 3 clusters Score -55650.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55671.078125 Penalty: 3148.305176
	Iteration 28Q: 3 clusters Score -55671.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55690.105469 Penalty: 3148.305176
	Iteration 29Q: 3 clusters Score -55690.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55704.703125 Penalty: 3148.305176
	Iteration 30Q: 3 clusters Score -55704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55713.250000 Penalty: 3148.305176
	Iteration 31Q: 3 clusters Score -55713.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55718.574219 Penalty: 3148.305176
	Iteration 32Q: 3 clusters Score -55718.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55725.019531 Penalty: 3148.305176
	Iteration 33Q: 3 clusters Score -55725.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55725.019531 Penalty: 3148.305176
	Iteration 34F: 3 clusters Score -55725.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Entering Unmasked Estep 
Score: -206150.046875 Penalty: 1873.345093
	Iteration 0F: 2 clusters Score -206150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -203614.968750 Penalty: 3746.690186
	Iteration 0F: 3 clusters Score -203615 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -204068.765625 Penalty: 3746.690186
	Iteration 1F: 3 clusters Score -204068.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -204210.156250 Penalty: 3746.690186
	Iteration 2F: 3 clusters Score -204210.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -204305.421875 Penalty: 3746.690186
	Iteration 3Q: 3 clusters Score -204305.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -204356.656250 Penalty: 3746.690186
	Iteration 4Q: 3 clusters Score -204356.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -204396.609375 Penalty: 3746.690186
	Iteration 5Q: 3 clusters Score -204396.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -204423.375000 Penalty: 3746.690186
	Iteration 6Q: 3 clusters Score -204423.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -204446.937500 Penalty: 3746.690186
	Iteration 7Q: 3 clusters Score -204446.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -204473.890625 Penalty: 3746.690186
	Iteration 8Q: 3 clusters Score -204473.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -204499.578125 Penalty: 3746.690186
	Iteration 9Q: 3 clusters Score -204499.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -204515.687500 Penalty: 3746.690186
	Iteration 10Q: 3 clusters Score -204515.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -204527.140625 Penalty: 3746.690186
	Iteration 11Q: 3 clusters Score -204527.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -204539.296875 Penalty: 3746.690186
	Iteration 12Q: 3 clusters Score -204539.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -204548.203125 Penalty: 3746.690186
	Iteration 13Q: 3 clusters Score -204548.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -204560.640625 Penalty: 3746.690186
	Iteration 14Q: 3 clusters Score -204560.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -204571.359375 Penalty: 3746.690186
	Iteration 15Q: 3 clusters Score -204571.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -204583.781250 Penalty: 3746.690186
	Iteration 16Q: 3 clusters Score -204583.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -204603.015625 Penalty: 3746.690186
	Iteration 17Q: 3 clusters Score -204603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -204620.000000 Penalty: 3746.690186
	Iteration 18Q: 3 clusters Score -204620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -204644.828125 Penalty: 3746.690186
	Iteration 19Q: 3 clusters Score -204644.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -204659.171875 Penalty: 3746.690186
	Iteration 20F: 3 clusters Score -204659.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -204668.593750 Penalty: 3746.690186
	Iteration 21Q: 3 clusters Score -204668.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -204672.531250 Penalty: 3746.690186
	Iteration 22Q: 3 clusters Score -204672.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -204678.578125 Penalty: 3746.690186
	Iteration 23Q: 3 clusters Score -204678.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -204685.437500 Penalty: 3746.690186
	Iteration 24Q: 3 clusters Score -204685.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -204691.484375 Penalty: 3746.690186
	Iteration 25Q: 3 clusters Score -204691.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -204697.343750 Penalty: 3746.690186
	Iteration 26Q: 3 clusters Score -204697.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -204704.656250 Penalty: 3746.690186
	Iteration 27Q: 3 clusters Score -204704.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -204715.250000 Penalty: 3746.690186
	Iteration 28Q: 3 clusters Score -204715.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -204721.828125 Penalty: 3746.690186
	Iteration 29Q: 3 clusters Score -204721.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -204724.718750 Penalty: 3746.690186
	Iteration 30Q: 3 clusters Score -204724.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -204728.640625 Penalty: 3746.690186
	Iteration 31Q: 3 clusters Score -204728.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -204731.656250 Penalty: 3746.690186
	Iteration 32Q: 3 clusters Score -204731.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -204734.859375 Penalty: 3746.690186
	Iteration 33Q: 3 clusters Score -204734.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -204740.093750 Penalty: 3746.690186
	Iteration 34Q: 3 clusters Score -204740.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -204742.390625 Penalty: 3746.690186
	Iteration 35Q: 3 clusters Score -204742.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -204742.890625 Penalty: 3746.690186
	Iteration 36Q: 3 clusters Score -204742.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -204742.890625 Penalty: 3746.690186
	Iteration 37F: 3 clusters Score -204742.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Entering Unmasked Estep 
Score: -3144282.500000 Penalty: 2517.005127
	Iteration 0F: 2 clusters Score -3144282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3126653.000000 Penalty: 5034.010254
	Iteration 0F: 3 clusters Score -3126653 nChanged 11351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3132747.000000 Penalty: 5034.010254
	Iteration 1F: 3 clusters Score -3132747 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -3133205.000000 Penalty: 5034.010254
	Iteration 2Q: 3 clusters Score -3133205 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3133665.250000 Penalty: 5034.010254
	Iteration 3Q: 3 clusters Score -3133665 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -3134214.250000 Penalty: 5034.010254
	Iteration 4Q: 3 clusters Score -3134214 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3134995.500000 Penalty: 5034.010254
	Iteration 5F: 3 clusters Score -3134996 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -3136067.500000 Penalty: 5034.010254
	Iteration 6F: 3 clusters Score -3136068 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3137361.500000 Penalty: 5034.010254
	Iteration 7F: 3 clusters Score -3137362 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -3138781.750000 Penalty: 5034.010254
	Iteration 8F: 3 clusters Score -3138782 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3140051.750000 Penalty: 5034.010254
	Iteration 9F: 3 clusters Score -3140052 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -3140796.500000 Penalty: 5034.010254
	Iteration 10Q: 3 clusters Score -3140796 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -3141200.000000 Penalty: 5034.010254
	Iteration 11Q: 3 clusters Score -3141200 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -3141375.500000 Penalty: 5034.010254
	Iteration 12Q: 3 clusters Score -3141376 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -3141519.000000 Penalty: 5034.010254
	Iteration 13Q: 3 clusters Score -3141519 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -3141646.250000 Penalty: 5034.010254
	Iteration 14Q: 3 clusters Score -3141646 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -3141721.750000 Penalty: 5034.010254
	Iteration 15Q: 3 clusters Score -3141722 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3141811.250000 Penalty: 5034.010254
	Iteration 16Q: 3 clusters Score -3141811 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3141862.750000 Penalty: 5034.010254
	Iteration 17Q: 3 clusters Score -3141863 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -3141910.000000 Penalty: 5034.010254
	Iteration 18Q: 3 clusters Score -3141910 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3141955.250000 Penalty: 5034.010254
	Iteration 19Q: 3 clusters Score -3141955 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3141994.000000 Penalty: 5034.010254
	Iteration 20F: 3 clusters Score -3141994 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3142040.250000 Penalty: 5034.010254
	Iteration 21Q: 3 clusters Score -3142040 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3142065.750000 Penalty: 5034.010254
	Iteration 22Q: 3 clusters Score -3142066 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3142084.250000 Penalty: 5034.010254
	Iteration 23Q: 3 clusters Score -3142084 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3142106.250000 Penalty: 5034.010254
	Iteration 24Q: 3 clusters Score -3142106 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3142139.000000 Penalty: 5034.010254
	Iteration 25Q: 3 clusters Score -3142139 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3142151.750000 Penalty: 5034.010254
	Iteration 26Q: 3 clusters Score -3142152 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3142183.000000 Penalty: 5034.010254
	Iteration 27Q: 3 clusters Score -3142183 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3142200.250000 Penalty: 5034.010254
	Iteration 28Q: 3 clusters Score -3142200 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3142227.750000 Penalty: 5034.010254
	Iteration 29Q: 3 clusters Score -3142228 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3142250.500000 Penalty: 5034.010254
	Iteration 30Q: 3 clusters Score -3142250 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3142271.750000 Penalty: 5034.010254
	Iteration 31Q: 3 clusters Score -3142272 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3142290.500000 Penalty: 5034.010254
	Iteration 32Q: 3 clusters Score -3142290 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -3142299.250000 Penalty: 5034.010254
	Iteration 33Q: 3 clusters Score -3142299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3142317.500000 Penalty: 5034.010254
	Iteration 34Q: 3 clusters Score -3142318 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3142340.250000 Penalty: 5034.010254
	Iteration 35Q: 3 clusters Score -3142340 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3142352.000000 Penalty: 5034.010254
	Iteration 36Q: 3 clusters Score -3142352 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3142363.000000 Penalty: 5034.010254
	Iteration 37Q: 3 clusters Score -3142363 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3142377.500000 Penalty: 5034.010254
	Iteration 38Q: 3 clusters Score -3142378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3142404.250000 Penalty: 5034.010254
	Iteration 39Q: 3 clusters Score -3142404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3142414.500000 Penalty: 5034.010254
	Iteration 40F: 3 clusters Score -3142414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3142419.000000 Penalty: 5034.010254
	Iteration 41Q: 3 clusters Score -3142419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3142429.000000 Penalty: 5034.010254
	Iteration 42Q: 3 clusters Score -3142429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3142442.750000 Penalty: 5034.010254
	Iteration 43Q: 3 clusters Score -3142443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3142443.250000 Penalty: 5034.010254
	Iteration 44Q: 3 clusters Score -3142443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3142450.250000 Penalty: 5034.010254
	Iteration 45Q: 3 clusters Score -3142450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3142460.000000 Penalty: 5034.010254
	Iteration 46Q: 3 clusters Score -3142460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3142468.750000 Penalty: 5034.010254
	Iteration 47Q: 3 clusters Score -3142469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3142473.750000 Penalty: 5034.010254
	Iteration 48Q: 3 clusters Score -3142474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3142479.000000 Penalty: 5034.010254
	Iteration 49Q: 3 clusters Score -3142479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3142483.500000 Penalty: 5034.010254
	Iteration 50Q: 3 clusters Score -3142484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3142487.250000 Penalty: 5034.010254
	Iteration 51Q: 3 clusters Score -3142487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3142491.750000 Penalty: 5034.010254
	Iteration 52Q: 3 clusters Score -3142492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3142490.250000 Penalty: 5034.010254
	Iteration 53Q: 3 clusters Score -3142490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3142498.000000 Penalty: 5034.010254
	Iteration 54Q: 3 clusters Score -3142498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3142506.000000 Penalty: 5034.010254
	Iteration 55Q: 3 clusters Score -3142506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3142499.750000 Penalty: 5034.010254
	Iteration 56Q: 3 clusters Score -3142500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3142508.250000 Penalty: 5034.010254
	Iteration 57Q: 3 clusters Score -3142508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3142508.500000 Penalty: 5034.010254
	Iteration 58Q: 3 clusters Score -3142508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3142514.000000 Penalty: 5034.010254
	Iteration 59Q: 3 clusters Score -3142514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3142515.250000 Penalty: 5034.010254
	Iteration 60F: 3 clusters Score -3142515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3142510.750000 Penalty: 5034.010254
	Iteration 61Q: 3 clusters Score -3142511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3142509.000000 Penalty: 5034.010254
	Iteration 62Q: 3 clusters Score -3142509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3142506.250000 Penalty: 5034.010254
	Iteration 63Q: 3 clusters Score -3142506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3142517.750000 Penalty: 5034.010254
	Iteration 64Q: 3 clusters Score -3142518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3142521.000000 Penalty: 5034.010254
	Iteration 65Q: 3 clusters Score -3142521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3142523.500000 Penalty: 5034.010254
	Iteration 66Q: 3 clusters Score -3142524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3142525.750000 Penalty: 5034.010254
	Iteration 67Q: 3 clusters Score -3142526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3142525.000000 Penalty: 5034.010254
	Iteration 68Q: 3 clusters Score -3142525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3142523.000000 Penalty: 5034.010254
	Iteration 69Q: 3 clusters Score -3142523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3142526.500000 Penalty: 5034.010254
	Iteration 70Q: 3 clusters Score -3142526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3142527.750000 Penalty: 5034.010254
	Iteration 71Q: 3 clusters Score -3142528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3142525.750000 Penalty: 5034.010254
	Iteration 72Q: 3 clusters Score -3142526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3142527.250000 Penalty: 5034.010254
	Iteration 73Q: 3 clusters Score -3142527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3142528.500000 Penalty: 5034.010254
	Iteration 74Q: 3 clusters Score -3142528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3142530.750000 Penalty: 5034.010254
	Iteration 75Q: 3 clusters Score -3142531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3142528.250000 Penalty: 5034.010254
	Iteration 76Q: 3 clusters Score -3142528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3142531.500000 Penalty: 5034.010254
	Iteration 77Q: 3 clusters Score -3142532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3142530.250000 Penalty: 5034.010254
	Iteration 78Q: 3 clusters Score -3142530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3142525.250000 Penalty: 5034.010254
	Iteration 79Q: 3 clusters Score -3142525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3142525.250000 Penalty: 5034.010254
	Iteration 80F: 3 clusters Score -3142525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (219111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219111 members 
Entering Unmasked Estep 
Score: -26687260.000000 Penalty: 3049.738770
	Iteration 0F: 2 clusters Score -2.668726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109379 members 
Mstep: Class 2 contains 109732 members 
Entering Unmasked Estep 
Score: -26548296.000000 Penalty: 6099.477539
	Iteration 0F: 3 clusters Score -2.65483e+07 nChanged 105955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106460 members 
Mstep: Class 2 contains 112651 members 
Entering Unmasked Estep 
Score: -26610516.000000 Penalty: 6099.477539
	Iteration 1F: 3 clusters Score -2.661052e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104409 members 
Mstep: Class 2 contains 114702 members 
Entering Unmasked Estep 
Score: -26611560.000000 Penalty: 6099.477539
	Iteration 2Q: 3 clusters Score -2.661156e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101371 members 
Mstep: Class 2 contains 117740 members 
Entering Unmasked Estep 
Score: -26612914.000000 Penalty: 6099.477539
	Iteration 3Q: 3 clusters Score -2.661291e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 122415 members 
Entering Unmasked Estep 
Score: -26615020.000000 Penalty: 6099.477539
	Iteration 4Q: 3 clusters Score -2.661502e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 129319 members 
Entering Unmasked Estep 
Score: -26618448.000000 Penalty: 6099.477539
	Iteration 5Q: 3 clusters Score -2.661845e+07 nChanged 10960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79728 members 
Mstep: Class 2 contains 139383 members 
Entering Unmasked Estep 
Score: -26624482.000000 Penalty: 6099.477539
	Iteration 6F: 3 clusters Score -2.662448e+07 nChanged 14254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 153167 members 
Entering Unmasked Estep 
Score: -26634040.000000 Penalty: 6099.477539
	Iteration 7F: 3 clusters Score -2.663404e+07 nChanged 17211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 170086 members 
Entering Unmasked Estep 
Score: -26646778.000000 Penalty: 6099.477539
	Iteration 8F: 3 clusters Score -2.664678e+07 nChanged 17003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 186913 members 
Entering Unmasked Estep 
Score: -26661652.000000 Penalty: 6099.477539
	Iteration 9F: 3 clusters Score -2.666165e+07 nChanged 13638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 200457 members 
Entering Unmasked Estep 
Score: -26672930.000000 Penalty: 6099.477539
	Iteration 10F: 3 clusters Score -2.667293e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 209115 members 
Entering Unmasked Estep 
Score: -26679000.000000 Penalty: 6099.477539
	Iteration 11Q: 3 clusters Score -2.6679e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 213742 members 
Entering Unmasked Estep 
Score: -26681960.000000 Penalty: 6099.477539
	Iteration 12Q: 3 clusters Score -2.668196e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 216056 members 
Entering Unmasked Estep 
Score: -26683302.000000 Penalty: 6099.477539
	Iteration 13Q: 3 clusters Score -2.66833e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 217111 members 
Entering Unmasked Estep 
Score: -26683890.000000 Penalty: 6099.477539
	Iteration 14Q: 3 clusters Score -2.668389e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 217668 members 
Entering Unmasked Estep 
Score: -26684326.000000 Penalty: 6099.477539
	Iteration 15Q: 3 clusters Score -2.668433e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 217947 members 
Entering Unmasked Estep 
Score: -26684570.000000 Penalty: 6099.477539
	Iteration 16Q: 3 clusters Score -2.668457e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 218093 members 
Entering Unmasked Estep 
Score: -26684718.000000 Penalty: 6099.477539
	Iteration 17Q: 3 clusters Score -2.668472e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 218162 members 
Entering Unmasked Estep 
Score: -26684804.000000 Penalty: 6099.477539
	Iteration 18Q: 3 clusters Score -2.66848e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 218213 members 
Entering Unmasked Estep 
Score: -26684826.000000 Penalty: 6099.477539
	Iteration 19Q: 3 clusters Score -2.668483e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 218232 members 
Entering Unmasked Estep 
Score: -26684884.000000 Penalty: 6099.477539
	Iteration 20F: 3 clusters Score -2.668488e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 218240 members 
Entering Unmasked Estep 
Score: -26684900.000000 Penalty: 6099.477539
	Iteration 21Q: 3 clusters Score -2.66849e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 218257 members 
Entering Unmasked Estep 
Score: -26684914.000000 Penalty: 6099.477539
	Iteration 22Q: 3 clusters Score -2.668491e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 218267 members 
Entering Unmasked Estep 
Score: -26684922.000000 Penalty: 6099.477539
	Iteration 23Q: 3 clusters Score -2.668492e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 218275 members 
Entering Unmasked Estep 
Score: -26684946.000000 Penalty: 6099.477539
	Iteration 24Q: 3 clusters Score -2.668495e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 218282 members 
Entering Unmasked Estep 
Score: -26684972.000000 Penalty: 6099.477539
	Iteration 25Q: 3 clusters Score -2.668497e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 218285 members 
Entering Unmasked Estep 
Score: -26684968.000000 Penalty: 6099.477539
	Iteration 26Q: 3 clusters Score -2.668497e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 218295 members 
Entering Unmasked Estep 
Score: -26684972.000000 Penalty: 6099.477539
	Iteration 27Q: 3 clusters Score -2.668497e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 218296 members 
Entering Unmasked Estep 
Score: -26685014.000000 Penalty: 6099.477539
	Iteration 28Q: 3 clusters Score -2.668501e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 218294 members 
Entering Unmasked Estep 
Score: -26685022.000000 Penalty: 6099.477539
	Iteration 29Q: 3 clusters Score -2.668502e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 218294 members 
Entering Unmasked Estep 
Score: -26685066.000000 Penalty: 6099.477539
	Iteration 30Q: 3 clusters Score -2.668507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 218293 members 
Entering Unmasked Estep 
Score: -26685048.000000 Penalty: 6099.477539
	Iteration 31Q: 3 clusters Score -2.668505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 218292 members 
Entering Unmasked Estep 
Score: -26685068.000000 Penalty: 6099.477539
	Iteration 32Q: 3 clusters Score -2.668507e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 218296 members 
Entering Unmasked Estep 
Score: -26685098.000000 Penalty: 6099.477539
	Iteration 33Q: 3 clusters Score -2.66851e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 218293 members 
Entering Unmasked Estep 
Score: -26685092.000000 Penalty: 6099.477539
	Iteration 34Q: 3 clusters Score -2.668509e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 218282 members 
Entering Unmasked Estep 
Score: -26685094.000000 Penalty: 6099.477539
	Iteration 35Q: 3 clusters Score -2.668509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 218278 members 
Entering Unmasked Estep 
Score: -26685110.000000 Penalty: 6099.477539
	Iteration 36Q: 3 clusters Score -2.668511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 218278 members 
Entering Unmasked Estep 
Score: -26685100.000000 Penalty: 6099.477539
	Iteration 37Q: 3 clusters Score -2.66851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 218285 members 
Entering Unmasked Estep 
Score: -26685098.000000 Penalty: 6099.477539
	Iteration 38Q: 3 clusters Score -2.66851e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 218282 members 
Entering Unmasked Estep 
Score: -26685086.000000 Penalty: 6099.477539
	Iteration 39Q: 3 clusters Score -2.668509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 218283 members 
Entering Unmasked Estep 
Score: -26685090.000000 Penalty: 6099.477539
	Iteration 40F: 3 clusters Score -2.668509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 218282 members 
Entering Unmasked Estep 
Score: -26685084.000000 Penalty: 6099.477539
	Iteration 41Q: 3 clusters Score -2.668508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 218279 members 
Entering Unmasked Estep 
Score: -26685102.000000 Penalty: 6099.477539
	Iteration 42Q: 3 clusters Score -2.66851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 218278 members 
Entering Unmasked Estep 
Score: -26685108.000000 Penalty: 6099.477539
	Iteration 43Q: 3 clusters Score -2.668511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 218276 members 
Entering Unmasked Estep 
Score: -26685108.000000 Penalty: 6099.477539
	Iteration 44Q: 3 clusters Score -2.668511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 218276 members 
Entering Unmasked Estep 
Score: -26685106.000000 Penalty: 6099.477539
	Iteration 45Q: 3 clusters Score -2.668511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 218275 members 
Entering Unmasked Estep 
Score: -26685114.000000 Penalty: 6099.477539
	Iteration 46Q: 3 clusters Score -2.668511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 218277 members 
Entering Unmasked Estep 
Score: -26685100.000000 Penalty: 6099.477539
	Iteration 47Q: 3 clusters Score -2.66851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 218278 members 
Entering Unmasked Estep 
Score: -26685114.000000 Penalty: 6099.477539
	Iteration 48Q: 3 clusters Score -2.668511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 218276 members 
Entering Unmasked Estep 
Score: -26685128.000000 Penalty: 6099.477539
	Iteration 49Q: 3 clusters Score -2.668513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 218279 members 
Entering Unmasked Estep 
Score: -26685128.000000 Penalty: 6099.477539
	Iteration 50Q: 3 clusters Score -2.668513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 218281 members 
Entering Unmasked Estep 
Score: -26685138.000000 Penalty: 6099.477539
	Iteration 51Q: 3 clusters Score -2.668514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 218283 members 
Entering Unmasked Estep 
Score: -26685140.000000 Penalty: 6099.477539
	Iteration 52Q: 3 clusters Score -2.668514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 218284 members 
Entering Unmasked Estep 
Score: -26685146.000000 Penalty: 6099.477539
	Iteration 53Q: 3 clusters Score -2.668515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 218286 members 
Entering Unmasked Estep 
Score: -26685134.000000 Penalty: 6099.477539
	Iteration 54Q: 3 clusters Score -2.668513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 218287 members 
Entering Unmasked Estep 
Score: -26685126.000000 Penalty: 6099.477539
	Iteration 55Q: 3 clusters Score -2.668513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 218286 members 
Entering Unmasked Estep 
Score: -26685136.000000 Penalty: 6099.477539
	Iteration 56Q: 3 clusters Score -2.668514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 218285 members 
Entering Unmasked Estep 
Score: -26685132.000000 Penalty: 6099.477539
	Iteration 57Q: 3 clusters Score -2.668513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 218282 members 
Entering Unmasked Estep 
Score: -26685150.000000 Penalty: 6099.477539
	Iteration 58Q: 3 clusters Score -2.668515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 218285 members 
Entering Unmasked Estep 
Score: -26685138.000000 Penalty: 6099.477539
	Iteration 59Q: 3 clusters Score -2.668514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 218282 members 
Entering Unmasked Estep 
Score: -26685134.000000 Penalty: 6099.477539
	Iteration 60F: 3 clusters Score -2.668513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 218284 members 
Entering Unmasked Estep 
Score: -26685148.000000 Penalty: 6099.477539
	Iteration 61Q: 3 clusters Score -2.668515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 218280 members 
Entering Unmasked Estep 
Score: -26685146.000000 Penalty: 6099.477539
	Iteration 62Q: 3 clusters Score -2.668515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 218277 members 
Entering Unmasked Estep 
Score: -26685150.000000 Penalty: 6099.477539
	Iteration 63Q: 3 clusters Score -2.668515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 218273 members 
Entering Unmasked Estep 
Score: -26685150.000000 Penalty: 6099.477539
	Iteration 64Q: 3 clusters Score -2.668515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 218272 members 
Entering Unmasked Estep 
Score: -26685168.000000 Penalty: 6099.477539
	Iteration 65Q: 3 clusters Score -2.668517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 218267 members 
Entering Unmasked Estep 
Score: -26685156.000000 Penalty: 6099.477539
	Iteration 66Q: 3 clusters Score -2.668516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 218266 members 
Entering Unmasked Estep 
Score: -26685152.000000 Penalty: 6099.477539
	Iteration 67Q: 3 clusters Score -2.668515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 218265 members 
Entering Unmasked Estep 
Score: -26685158.000000 Penalty: 6099.477539
	Iteration 68Q: 3 clusters Score -2.668516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 218263 members 
Entering Unmasked Estep 
Score: -26685166.000000 Penalty: 6099.477539
	Iteration 69Q: 3 clusters Score -2.668517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 218261 members 
Entering Unmasked Estep 
Score: -26685158.000000 Penalty: 6099.477539
	Iteration 70Q: 3 clusters Score -2.668516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 218261 members 
Entering Unmasked Estep 
Score: -26685158.000000 Penalty: 6099.477539
	Iteration 71F: 3 clusters Score -2.668516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (59086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Entering Unmasked Estep 
Score: -7250441.000000 Penalty: 2724.713867
	Iteration 0F: 2 clusters Score -7250441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -7210957.000000 Penalty: 5449.427734
	Iteration 0F: 3 clusters Score -7210957 nChanged 27276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -7225803.500000 Penalty: 5449.427734
	Iteration 1F: 3 clusters Score -7225804 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -7226272.500000 Penalty: 5449.427734
	Iteration 2Q: 3 clusters Score -7226272 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -7226670.000000 Penalty: 5449.427734
	Iteration 3Q: 3 clusters Score -7226670 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -7227027.500000 Penalty: 5449.427734
	Iteration 4Q: 3 clusters Score -7227028 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -7227337.000000 Penalty: 5449.427734
	Iteration 5Q: 3 clusters Score -7227337 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -7227796.500000 Penalty: 5449.427734
	Iteration 6Q: 3 clusters Score -7227796 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -7228381.000000 Penalty: 5449.427734
	Iteration 7Q: 3 clusters Score -7228381 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -7229465.000000 Penalty: 5449.427734
	Iteration 8Q: 3 clusters Score -7229465 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -7231281.000000 Penalty: 5449.427734
	Iteration 9F: 3 clusters Score -7231281 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -7234260.000000 Penalty: 5449.427734
	Iteration 10F: 3 clusters Score -7234260 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -7238538.000000 Penalty: 5449.427734
	Iteration 11F: 3 clusters Score -7238538 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -7243136.500000 Penalty: 5449.427734
	Iteration 12F: 3 clusters Score -7243136 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -7246164.500000 Penalty: 5449.427734
	Iteration 13F: 3 clusters Score -7246164 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -7247370.500000 Penalty: 5449.427734
	Iteration 14Q: 3 clusters Score -7247370 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 58741 members 
Entering Unmasked Estep 
Score: -7247754.500000 Penalty: 5449.427734
	Iteration 15Q: 3 clusters Score -7247754 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -7247905.500000 Penalty: 5449.427734
	Iteration 16Q: 3 clusters Score -7247906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 58861 members 
Entering Unmasked Estep 
Score: -7247990.500000 Penalty: 5449.427734
	Iteration 17Q: 3 clusters Score -7247990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -7248006.500000 Penalty: 5449.427734
	Iteration 18Q: 3 clusters Score -7248006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -7248024.000000 Penalty: 5449.427734
	Iteration 19Q: 3 clusters Score -7248024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 58882 members 
Entering Unmasked Estep 
Score: -7248039.000000 Penalty: 5449.427734
	Iteration 20F: 3 clusters Score -7248039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -7248045.500000 Penalty: 5449.427734
	Iteration 21Q: 3 clusters Score -7248046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -7248049.500000 Penalty: 5449.427734
	Iteration 22Q: 3 clusters Score -7248050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -7248047.000000 Penalty: 5449.427734
	Iteration 23Q: 3 clusters Score -7248047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 58888 members 
Entering Unmasked Estep 
Score: -7248047.000000 Penalty: 5449.427734
	Iteration 24Q: 3 clusters Score -7248047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 58888 members 
Entering Unmasked Estep 
Score: -7248060.000000 Penalty: 5449.427734
	Iteration 25Q: 3 clusters Score -7248060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -7248060.000000 Penalty: 5449.427734
	Iteration 26Q: 3 clusters Score -7248060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 58888 members 
Entering Unmasked Estep 
Score: -7248061.500000 Penalty: 5449.427734
	Iteration 27Q: 3 clusters Score -7248062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 58888 members 
Entering Unmasked Estep 
Score: -7248061.500000 Penalty: 5449.427734
	Iteration 28F: 3 clusters Score -7248062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -66712.328125 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -66712.33 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 358 members 
Entering Unmasked Estep 
Score: -65186.042969 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -65186.04 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -65511.480469 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -65511.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65615.312500 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -65615.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65697.500000 Penalty: 3225.383789
	Iteration 3Q: 3 clusters Score -65697.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65778.671875 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -65778.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65830.148438 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -65830.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -65857.664062 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -65857.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65882.796875 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -65882.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65899.968750 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -65899.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65926.687500 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -65926.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65931.937500 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -65931.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65932.687500 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -65932.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65932.687500 Penalty: 3225.383789
	Iteration 12F: 3 clusters Score -65932.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -24386.507812 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -24386.51 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 144 members 
Entering Unmasked Estep 
Score: -23150.322266 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -23150.32 nChanged 45
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: -23300.027344 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -23300.03 nChanged 10
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: -23348.220703 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -23348.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23361.099609 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -23361.1 nChanged 3
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: -23370.580078 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -23370.58 nChanged 0
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: -23370.580078 Penalty: 2835.645752
	Iteration 5F: 3 clusters Score -23370.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -74718.656250 Penalty: 1645.062988
	Iteration 0F: 2 clusters Score -74718.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73020.039062 Penalty: 3290.125977
	Iteration 0F: 3 clusters Score -73020.04 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73276.281250 Penalty: 3290.125977
	Iteration 1F: 3 clusters Score -73276.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73365.359375 Penalty: 3290.125977
	Iteration 2Q: 3 clusters Score -73365.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -73424.429688 Penalty: 3290.125977
	Iteration 3Q: 3 clusters Score -73424.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -73479.984375 Penalty: 3290.125977
	Iteration 4Q: 3 clusters Score -73479.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73521.218750 Penalty: 3290.125977
	Iteration 5Q: 3 clusters Score -73521.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73546.109375 Penalty: 3290.125977
	Iteration 6Q: 3 clusters Score -73546.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73563.265625 Penalty: 3290.125977
	Iteration 7Q: 3 clusters Score -73563.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -73590.453125 Penalty: 3290.125977
	Iteration 8Q: 3 clusters Score -73590.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73655.328125 Penalty: 3290.125977
	Iteration 9Q: 3 clusters Score -73655.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -73729.546875 Penalty: 3290.125977
	Iteration 10Q: 3 clusters Score -73729.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73788.265625 Penalty: 3290.125977
	Iteration 11Q: 3 clusters Score -73788.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73829.492188 Penalty: 3290.125977
	Iteration 12Q: 3 clusters Score -73829.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73856.265625 Penalty: 3290.125977
	Iteration 13Q: 3 clusters Score -73856.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73865.171875 Penalty: 3290.125977
	Iteration 14Q: 3 clusters Score -73865.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73870.007812 Penalty: 3290.125977
	Iteration 15Q: 3 clusters Score -73870.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73875.710938 Penalty: 3290.125977
	Iteration 16Q: 3 clusters Score -73875.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73879.398438 Penalty: 3290.125977
	Iteration 17Q: 3 clusters Score -73879.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73885.546875 Penalty: 3290.125977
	Iteration 18Q: 3 clusters Score -73885.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73887.335938 Penalty: 3290.125977
	Iteration 19Q: 3 clusters Score -73887.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -73891.742188 Penalty: 3290.125977
	Iteration 20F: 3 clusters Score -73891.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (200247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200247 members 
Entering Unmasked Estep 
Score: -24376072.000000 Penalty: 3027.412109
	Iteration 0F: 2 clusters Score -2.437607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 100242 members 
Entering Unmasked Estep 
Score: -24245626.000000 Penalty: 6054.824219
	Iteration 0F: 3 clusters Score -2.424563e+07 nChanged 96437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100604 members 
Mstep: Class 2 contains 99643 members 
Entering Unmasked Estep 
Score: -24302532.000000 Penalty: 6054.824219
	Iteration 1F: 3 clusters Score -2.430253e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101253 members 
Mstep: Class 2 contains 98994 members 
Entering Unmasked Estep 
Score: -24304080.000000 Penalty: 6054.824219
	Iteration 2Q: 3 clusters Score -2.430408e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102461 members 
Mstep: Class 2 contains 97786 members 
Entering Unmasked Estep 
Score: -24306084.000000 Penalty: 6054.824219
	Iteration 3Q: 3 clusters Score -2.430608e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104465 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
Score: -24309648.000000 Penalty: 6054.824219
	Iteration 4Q: 3 clusters Score -2.430965e+07 nChanged 10412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107849 members 
Mstep: Class 2 contains 92398 members 
Entering Unmasked Estep 
Score: -24315254.000000 Penalty: 6054.824219
	Iteration 5F: 3 clusters Score -2.431525e+07 nChanged 12976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113231 members 
Mstep: Class 2 contains 87016 members 
Entering Unmasked Estep 
Score: -24323510.000000 Penalty: 6054.824219
	Iteration 6F: 3 clusters Score -2.432351e+07 nChanged 15082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120709 members 
Mstep: Class 2 contains 79538 members 
Entering Unmasked Estep 
Score: -24335524.000000 Penalty: 6054.824219
	Iteration 7F: 3 clusters Score -2.433552e+07 nChanged 15604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128999 members 
Mstep: Class 2 contains 71248 members 
Entering Unmasked Estep 
Score: -24350096.000000 Penalty: 6054.824219
	Iteration 8F: 3 clusters Score -2.43501e+07 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135322 members 
Mstep: Class 2 contains 64925 members 
Entering Unmasked Estep 
Score: -24360344.000000 Penalty: 6054.824219
	Iteration 9F: 3 clusters Score -2.436034e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139578 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -24364308.000000 Penalty: 6054.824219
	Iteration 10Q: 3 clusters Score -2.436431e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142906 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -24365936.000000 Penalty: 6054.824219
	Iteration 11Q: 3 clusters Score -2.436594e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145842 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -24367030.000000 Penalty: 6054.824219
	Iteration 12Q: 3 clusters Score -2.436703e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148708 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -24367886.000000 Penalty: 6054.824219
	Iteration 13Q: 3 clusters Score -2.436789e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151478 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -24368622.000000 Penalty: 6054.824219
	Iteration 14Q: 3 clusters Score -2.436862e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154220 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -24369204.000000 Penalty: 6054.824219
	Iteration 15Q: 3 clusters Score -2.43692e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156857 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -24369820.000000 Penalty: 6054.824219
	Iteration 16Q: 3 clusters Score -2.436982e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159484 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -24370388.000000 Penalty: 6054.824219
	Iteration 17Q: 3 clusters Score -2.437039e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162101 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -24370736.000000 Penalty: 6054.824219
	Iteration 18Q: 3 clusters Score -2.437074e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164583 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -24371158.000000 Penalty: 6054.824219
	Iteration 19Q: 3 clusters Score -2.437116e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166886 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -24371788.000000 Penalty: 6054.824219
	Iteration 20F: 3 clusters Score -2.437179e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169097 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -24372122.000000 Penalty: 6054.824219
	Iteration 21Q: 3 clusters Score -2.437212e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171244 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -24372476.000000 Penalty: 6054.824219
	Iteration 22Q: 3 clusters Score -2.437248e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173327 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -24372920.000000 Penalty: 6054.824219
	Iteration 23Q: 3 clusters Score -2.437292e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175281 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -24373466.000000 Penalty: 6054.824219
	Iteration 24Q: 3 clusters Score -2.437347e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177154 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -24373786.000000 Penalty: 6054.824219
	Iteration 25Q: 3 clusters Score -2.437379e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178925 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -24374242.000000 Penalty: 6054.824219
	Iteration 26Q: 3 clusters Score -2.437424e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180500 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -24374560.000000 Penalty: 6054.824219
	Iteration 27Q: 3 clusters Score -2.437456e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181896 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -24374842.000000 Penalty: 6054.824219
	Iteration 28Q: 3 clusters Score -2.437484e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183141 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -24375122.000000 Penalty: 6054.824219
	Iteration 29Q: 3 clusters Score -2.437512e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184293 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -24375408.000000 Penalty: 6054.824219
	Iteration 30Q: 3 clusters Score -2.437541e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185306 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -24375630.000000 Penalty: 6054.824219
	Iteration 31Q: 3 clusters Score -2.437563e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186180 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -24375774.000000 Penalty: 6054.824219
	Iteration 32Q: 3 clusters Score -2.437577e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186962 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -24375724.000000 Penalty: 6054.824219
	Iteration 33Q: 3 clusters Score -2.437572e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187674 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -24375806.000000 Penalty: 6054.824219
	Iteration 34Q: 3 clusters Score -2.437581e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188338 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -24375946.000000 Penalty: 6054.824219
	Iteration 35Q: 3 clusters Score -2.437595e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188944 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -24376058.000000 Penalty: 6054.824219
	Iteration 36Q: 3 clusters Score -2.437606e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189497 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -24376098.000000 Penalty: 6054.824219
	Iteration 37Q: 3 clusters Score -2.43761e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189999 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -24376110.000000 Penalty: 6054.824219
	Iteration 38Q: 3 clusters Score -2.437611e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190435 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -24376118.000000 Penalty: 6054.824219
	Iteration 39Q: 3 clusters Score -2.437612e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190820 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -24376200.000000 Penalty: 6054.824219
	Iteration 40F: 3 clusters Score -2.43762e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191188 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -24376258.000000 Penalty: 6054.824219
	Iteration 41Q: 3 clusters Score -2.437626e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191531 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -24376300.000000 Penalty: 6054.824219
	Iteration 42Q: 3 clusters Score -2.43763e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191838 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -24376314.000000 Penalty: 6054.824219
	Iteration 43Q: 3 clusters Score -2.437631e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192129 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -24376344.000000 Penalty: 6054.824219
	Iteration 44Q: 3 clusters Score -2.437634e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192401 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -24376416.000000 Penalty: 6054.824219
	Iteration 45Q: 3 clusters Score -2.437642e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192621 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -24376434.000000 Penalty: 6054.824219
	Iteration 46Q: 3 clusters Score -2.437643e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192813 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -24376494.000000 Penalty: 6054.824219
	Iteration 47Q: 3 clusters Score -2.437649e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192991 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -24376514.000000 Penalty: 6054.824219
	Iteration 48Q: 3 clusters Score -2.437651e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193156 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -24376526.000000 Penalty: 6054.824219
	Iteration 49Q: 3 clusters Score -2.437653e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193293 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -24376526.000000 Penalty: 6054.824219
	Iteration 50Q: 3 clusters Score -2.437653e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193407 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -24376542.000000 Penalty: 6054.824219
	Iteration 51Q: 3 clusters Score -2.437654e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193517 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -24376512.000000 Penalty: 6054.824219
	Iteration 52Q: 3 clusters Score -2.437651e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193611 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -24376552.000000 Penalty: 6054.824219
	Iteration 53Q: 3 clusters Score -2.437655e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193690 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -24376540.000000 Penalty: 6054.824219
	Iteration 54Q: 3 clusters Score -2.437654e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193746 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -24376568.000000 Penalty: 6054.824219
	Iteration 55Q: 3 clusters Score -2.437657e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193792 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -24376572.000000 Penalty: 6054.824219
	Iteration 56Q: 3 clusters Score -2.437657e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193837 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -24376540.000000 Penalty: 6054.824219
	Iteration 57Q: 3 clusters Score -2.437654e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193873 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -24376522.000000 Penalty: 6054.824219
	Iteration 58Q: 3 clusters Score -2.437652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193900 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -24376564.000000 Penalty: 6054.824219
	Iteration 59Q: 3 clusters Score -2.437656e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193930 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -24376538.000000 Penalty: 6054.824219
	Iteration 60F: 3 clusters Score -2.437654e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193955 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -24376560.000000 Penalty: 6054.824219
	Iteration 61Q: 3 clusters Score -2.437656e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193975 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -24376562.000000 Penalty: 6054.824219
	Iteration 62Q: 3 clusters Score -2.437656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193992 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -24376546.000000 Penalty: 6054.824219
	Iteration 63Q: 3 clusters Score -2.437655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194006 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -24376554.000000 Penalty: 6054.824219
	Iteration 64Q: 3 clusters Score -2.437655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194014 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -24376532.000000 Penalty: 6054.824219
	Iteration 65Q: 3 clusters Score -2.437653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194019 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -24376522.000000 Penalty: 6054.824219
	Iteration 66Q: 3 clusters Score -2.437652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194028 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -24376504.000000 Penalty: 6054.824219
	Iteration 67Q: 3 clusters Score -2.43765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194042 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -24376524.000000 Penalty: 6054.824219
	Iteration 68Q: 3 clusters Score -2.437652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194049 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -24376530.000000 Penalty: 6054.824219
	Iteration 69Q: 3 clusters Score -2.437653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194053 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -24376522.000000 Penalty: 6054.824219
	Iteration 70Q: 3 clusters Score -2.437652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194054 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -24376530.000000 Penalty: 6054.824219
	Iteration 71Q: 3 clusters Score -2.437653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194057 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -24376510.000000 Penalty: 6054.824219
	Iteration 72Q: 3 clusters Score -2.437651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194061 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -24376522.000000 Penalty: 6054.824219
	Iteration 73Q: 3 clusters Score -2.437652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194064 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -24376522.000000 Penalty: 6054.824219
	Iteration 74Q: 3 clusters Score -2.437652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194065 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -24376534.000000 Penalty: 6054.824219
	Iteration 75Q: 3 clusters Score -2.437653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194066 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -24376532.000000 Penalty: 6054.824219
	Iteration 76Q: 3 clusters Score -2.437653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194067 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -24376532.000000 Penalty: 6054.824219
	Iteration 77Q: 3 clusters Score -2.437653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194067 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -24376532.000000 Penalty: 6054.824219
	Iteration 78F: 3 clusters Score -2.437653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 67007 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1908 members 
Mstep: Class 5 contains 25571 members 
Mstep: Class 6 contains 219111 members 
Mstep: Class 7 contains 59086 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 6180 members 
Mstep: Class 12 contains 194067 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 281292 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 17 contains 5390 members 
Mstep: Class 21 contains 2602 members 
Entering Unmasked Estep 
Score: -104293288.000000 Penalty: 57676.941406
Splitting cluster 12 changes total score from -104293704.000000 to -104293288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Entering Unmasked Estep 
Score: -427649.781250 Penalty: 2040.720337
	Iteration 0F: 2 clusters Score -427649.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -423929.406250 Penalty: 4081.440674
	Iteration 0F: 3 clusters Score -423929.4 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -424712.812500 Penalty: 4081.440674
	Iteration 1F: 3 clusters Score -424712.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -424889.250000 Penalty: 4081.440674
	Iteration 2F: 3 clusters Score -424889.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -424981.250000 Penalty: 4081.440674
	Iteration 3Q: 3 clusters Score -424981.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -425047.218750 Penalty: 4081.440674
	Iteration 4Q: 3 clusters Score -425047.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -425094.406250 Penalty: 4081.440674
	Iteration 5Q: 3 clusters Score -425094.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -425131.812500 Penalty: 4081.440674
	Iteration 6Q: 3 clusters Score -425131.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -425177.531250 Penalty: 4081.440674
	Iteration 7Q: 3 clusters Score -425177.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -425224.406250 Penalty: 4081.440674
	Iteration 8Q: 3 clusters Score -425224.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -425274.125000 Penalty: 4081.440674
	Iteration 9Q: 3 clusters Score -425274.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -425326.437500 Penalty: 4081.440674
	Iteration 10Q: 3 clusters Score -425326.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -425390.781250 Penalty: 4081.440674
	Iteration 11Q: 3 clusters Score -425390.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -425474.281250 Penalty: 4081.440674
	Iteration 12Q: 3 clusters Score -425474.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -425549.062500 Penalty: 4081.440674
	Iteration 13Q: 3 clusters Score -425549.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -425619.500000 Penalty: 4081.440674
	Iteration 14Q: 3 clusters Score -425619.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -425676.375000 Penalty: 4081.440674
	Iteration 15Q: 3 clusters Score -425676.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -425735.718750 Penalty: 4081.440674
	Iteration 16Q: 3 clusters Score -425735.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -425796.937500 Penalty: 4081.440674
	Iteration 17Q: 3 clusters Score -425796.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -425862.750000 Penalty: 4081.440674
	Iteration 18Q: 3 clusters Score -425862.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -425932.187500 Penalty: 4081.440674
	Iteration 19Q: 3 clusters Score -425932.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -426003.781250 Penalty: 4081.440674
	Iteration 20F: 3 clusters Score -426003.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -426053.687500 Penalty: 4081.440674
	Iteration 21Q: 3 clusters Score -426053.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -426103.937500 Penalty: 4081.440674
	Iteration 22Q: 3 clusters Score -426103.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -426150.031250 Penalty: 4081.440674
	Iteration 23Q: 3 clusters Score -426150 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -426204.812500 Penalty: 4081.440674
	Iteration 24Q: 3 clusters Score -426204.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -426257.906250 Penalty: 4081.440674
	Iteration 25Q: 3 clusters Score -426257.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -426296.687500 Penalty: 4081.440674
	Iteration 26Q: 3 clusters Score -426296.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -426335.781250 Penalty: 4081.440674
	Iteration 27Q: 3 clusters Score -426335.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -426364.625000 Penalty: 4081.440674
	Iteration 28Q: 3 clusters Score -426364.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -426391.187500 Penalty: 4081.440674
	Iteration 29Q: 3 clusters Score -426391.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -426419.718750 Penalty: 4081.440674
	Iteration 30Q: 3 clusters Score -426419.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -426440.468750 Penalty: 4081.440674
	Iteration 31Q: 3 clusters Score -426440.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -426453.593750 Penalty: 4081.440674
	Iteration 32Q: 3 clusters Score -426453.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -426466.812500 Penalty: 4081.440674
	Iteration 33Q: 3 clusters Score -426466.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -426474.843750 Penalty: 4081.440674
	Iteration 34Q: 3 clusters Score -426474.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -426479.781250 Penalty: 4081.440674
	Iteration 35Q: 3 clusters Score -426479.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -426482.906250 Penalty: 4081.440674
	Iteration 36Q: 3 clusters Score -426482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -426483.656250 Penalty: 4081.440674
	Iteration 37Q: 3 clusters Score -426483.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -426487.375000 Penalty: 4081.440674
	Iteration 38Q: 3 clusters Score -426487.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -426492.781250 Penalty: 4081.440674
	Iteration 39Q: 3 clusters Score -426492.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -426496.250000 Penalty: 4081.440674
	Iteration 40F: 3 clusters Score -426496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -426496.781250 Penalty: 4081.440674
	Iteration 41Q: 3 clusters Score -426496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -426497.218750 Penalty: 4081.440674
	Iteration 42Q: 3 clusters Score -426497.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -426497.843750 Penalty: 4081.440674
	Iteration 43Q: 3 clusters Score -426497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -426497.843750 Penalty: 4081.440674
	Iteration 44F: 3 clusters Score -426497.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (281292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281292 members 
Entering Unmasked Estep 
Score: -34026508.000000 Penalty: 3111.692871
	Iteration 0F: 2 clusters Score -3.402651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140342 members 
Mstep: Class 2 contains 140950 members 
Entering Unmasked Estep 
Score: -33853788.000000 Penalty: 6223.385742
	Iteration 0F: 3 clusters Score -3.385379e+07 nChanged 135861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137153 members 
Mstep: Class 2 contains 144139 members 
Entering Unmasked Estep 
Score: -33934800.000000 Penalty: 6223.385742
	Iteration 1F: 3 clusters Score -3.39348e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135067 members 
Mstep: Class 2 contains 146225 members 
Entering Unmasked Estep 
Score: -33937276.000000 Penalty: 6223.385742
	Iteration 2Q: 3 clusters Score -3.393728e+07 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131860 members 
Mstep: Class 2 contains 149432 members 
Entering Unmasked Estep 
Score: -33940180.000000 Penalty: 6223.385742
	Iteration 3Q: 3 clusters Score -3.394018e+07 nChanged 10921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126873 members 
Mstep: Class 2 contains 154419 members 
Entering Unmasked Estep 
Score: -33944276.000000 Penalty: 6223.385742
	Iteration 4Q: 3 clusters Score -3.394428e+07 nChanged 13348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119411 members 
Mstep: Class 2 contains 161881 members 
Entering Unmasked Estep 
Score: -33950708.000000 Penalty: 6223.385742
	Iteration 5Q: 3 clusters Score -3.395071e+07 nChanged 16092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109067 members 
Mstep: Class 2 contains 172225 members 
Entering Unmasked Estep 
Score: -33960020.000000 Penalty: 6223.385742
	Iteration 6F: 3 clusters Score -3.396002e+07 nChanged 18706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95925 members 
Mstep: Class 2 contains 185367 members 
Entering Unmasked Estep 
Score: -33972964.000000 Penalty: 6223.385742
	Iteration 7F: 3 clusters Score -3.397296e+07 nChanged 19456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 199113 members 
Entering Unmasked Estep 
Score: -33988500.000000 Penalty: 6223.385742
	Iteration 8F: 3 clusters Score -3.39885e+07 nChanged 17240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71503 members 
Mstep: Class 2 contains 209789 members 
Entering Unmasked Estep 
Score: -34001364.000000 Penalty: 6223.385742
	Iteration 9F: 3 clusters Score -3.400136e+07 nChanged 13161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 216978 members 
Entering Unmasked Estep 
Score: -34008180.000000 Penalty: 6223.385742
	Iteration 10Q: 3 clusters Score -3.400818e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 222050 members 
Entering Unmasked Estep 
Score: -34011340.000000 Penalty: 6223.385742
	Iteration 11Q: 3 clusters Score -3.401134e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 226357 members 
Entering Unmasked Estep 
Score: -34012984.000000 Penalty: 6223.385742
	Iteration 12Q: 3 clusters Score -3.401298e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 230440 members 
Entering Unmasked Estep 
Score: -34014500.000000 Penalty: 6223.385742
	Iteration 13Q: 3 clusters Score -3.40145e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 234245 members 
Entering Unmasked Estep 
Score: -34015488.000000 Penalty: 6223.385742
	Iteration 14Q: 3 clusters Score -3.401549e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 237918 members 
Entering Unmasked Estep 
Score: -34016724.000000 Penalty: 6223.385742
	Iteration 15Q: 3 clusters Score -3.401672e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 241441 members 
Entering Unmasked Estep 
Score: -34017860.000000 Penalty: 6223.385742
	Iteration 16Q: 3 clusters Score -3.401786e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 244885 members 
Entering Unmasked Estep 
Score: -34018808.000000 Penalty: 6223.385742
	Iteration 17Q: 3 clusters Score -3.401881e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 248061 members 
Entering Unmasked Estep 
Score: -34019544.000000 Penalty: 6223.385742
	Iteration 18Q: 3 clusters Score -3.401954e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 251040 members 
Entering Unmasked Estep 
Score: -34020168.000000 Penalty: 6223.385742
	Iteration 19Q: 3 clusters Score -3.402017e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 253740 members 
Entering Unmasked Estep 
Score: -34020908.000000 Penalty: 6223.385742
	Iteration 20F: 3 clusters Score -3.402091e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 256270 members 
Entering Unmasked Estep 
Score: -34021352.000000 Penalty: 6223.385742
	Iteration 21Q: 3 clusters Score -3.402135e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 258627 members 
Entering Unmasked Estep 
Score: -34021940.000000 Penalty: 6223.385742
	Iteration 22Q: 3 clusters Score -3.402194e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 260861 members 
Entering Unmasked Estep 
Score: -34022304.000000 Penalty: 6223.385742
	Iteration 23Q: 3 clusters Score -3.40223e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 263020 members 
Entering Unmasked Estep 
Score: -34022732.000000 Penalty: 6223.385742
	Iteration 24Q: 3 clusters Score -3.402273e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 264924 members 
Entering Unmasked Estep 
Score: -34023120.000000 Penalty: 6223.385742
	Iteration 25Q: 3 clusters Score -3.402312e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 266684 members 
Entering Unmasked Estep 
Score: -34023440.000000 Penalty: 6223.385742
	Iteration 26Q: 3 clusters Score -3.402344e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 268235 members 
Entering Unmasked Estep 
Score: -34023716.000000 Penalty: 6223.385742
	Iteration 27Q: 3 clusters Score -3.402372e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 269623 members 
Entering Unmasked Estep 
Score: -34023852.000000 Penalty: 6223.385742
	Iteration 28Q: 3 clusters Score -3.402385e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 270827 members 
Entering Unmasked Estep 
Score: -34023916.000000 Penalty: 6223.385742
	Iteration 29Q: 3 clusters Score -3.402392e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 271917 members 
Entering Unmasked Estep 
Score: -34023852.000000 Penalty: 6223.385742
	Iteration 30Q: 3 clusters Score -3.402385e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 272902 members 
Entering Unmasked Estep 
Score: -34023924.000000 Penalty: 6223.385742
	Iteration 31Q: 3 clusters Score -3.402392e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 273781 members 
Entering Unmasked Estep 
Score: -34024060.000000 Penalty: 6223.385742
	Iteration 32Q: 3 clusters Score -3.402406e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 274537 members 
Entering Unmasked Estep 
Score: -34024128.000000 Penalty: 6223.385742
	Iteration 33Q: 3 clusters Score -3.402413e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 275191 members 
Entering Unmasked Estep 
Score: -34024276.000000 Penalty: 6223.385742
	Iteration 34Q: 3 clusters Score -3.402428e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 275761 members 
Entering Unmasked Estep 
Score: -34024292.000000 Penalty: 6223.385742
	Iteration 35Q: 3 clusters Score -3.402429e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 276216 members 
Entering Unmasked Estep 
Score: -34024436.000000 Penalty: 6223.385742
	Iteration 36Q: 3 clusters Score -3.402444e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 276608 members 
Entering Unmasked Estep 
Score: -34024384.000000 Penalty: 6223.385742
	Iteration 37Q: 3 clusters Score -3.402438e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 276946 members 
Entering Unmasked Estep 
Score: -34024416.000000 Penalty: 6223.385742
	Iteration 38Q: 3 clusters Score -3.402442e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 277229 members 
Entering Unmasked Estep 
Score: -34024480.000000 Penalty: 6223.385742
	Iteration 39Q: 3 clusters Score -3.402448e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 277483 members 
Entering Unmasked Estep 
Score: -34024436.000000 Penalty: 6223.385742
	Iteration 40F: 3 clusters Score -3.402444e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 277723 members 
Entering Unmasked Estep 
Score: -34024400.000000 Penalty: 6223.385742
	Iteration 41Q: 3 clusters Score -3.40244e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 277940 members 
Entering Unmasked Estep 
Score: -34024440.000000 Penalty: 6223.385742
	Iteration 42Q: 3 clusters Score -3.402444e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 278122 members 
Entering Unmasked Estep 
Score: -34024392.000000 Penalty: 6223.385742
	Iteration 43Q: 3 clusters Score -3.402439e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 278273 members 
Entering Unmasked Estep 
Score: -34024456.000000 Penalty: 6223.385742
	Iteration 44Q: 3 clusters Score -3.402446e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 278394 members 
Entering Unmasked Estep 
Score: -34024412.000000 Penalty: 6223.385742
	Iteration 45Q: 3 clusters Score -3.402441e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 278516 members 
Entering Unmasked Estep 
Score: -34024432.000000 Penalty: 6223.385742
	Iteration 46Q: 3 clusters Score -3.402443e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 278612 members 
Entering Unmasked Estep 
Score: -34024452.000000 Penalty: 6223.385742
	Iteration 47Q: 3 clusters Score -3.402445e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 278702 members 
Entering Unmasked Estep 
Score: -34024460.000000 Penalty: 6223.385742
	Iteration 48Q: 3 clusters Score -3.402446e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 278788 members 
Entering Unmasked Estep 
Score: -34024444.000000 Penalty: 6223.385742
	Iteration 49Q: 3 clusters Score -3.402444e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 278876 members 
Entering Unmasked Estep 
Score: -34024480.000000 Penalty: 6223.385742
	Iteration 50Q: 3 clusters Score -3.402448e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 278940 members 
Entering Unmasked Estep 
Score: -34024512.000000 Penalty: 6223.385742
	Iteration 51Q: 3 clusters Score -3.402451e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 278991 members 
Entering Unmasked Estep 
Score: -34024560.000000 Penalty: 6223.385742
	Iteration 52Q: 3 clusters Score -3.402456e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 279043 members 
Entering Unmasked Estep 
Score: -34024572.000000 Penalty: 6223.385742
	Iteration 53Q: 3 clusters Score -3.402457e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 279095 members 
Entering Unmasked Estep 
Score: -34024592.000000 Penalty: 6223.385742
	Iteration 54Q: 3 clusters Score -3.402459e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 279135 members 
Entering Unmasked Estep 
Score: -34024596.000000 Penalty: 6223.385742
	Iteration 55Q: 3 clusters Score -3.40246e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 279171 members 
Entering Unmasked Estep 
Score: -34024612.000000 Penalty: 6223.385742
	Iteration 56Q: 3 clusters Score -3.402461e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 279205 members 
Entering Unmasked Estep 
Score: -34024616.000000 Penalty: 6223.385742
	Iteration 57Q: 3 clusters Score -3.402462e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 279238 members 
Entering Unmasked Estep 
Score: -34024624.000000 Penalty: 6223.385742
	Iteration 58Q: 3 clusters Score -3.402462e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 279265 members 
Entering Unmasked Estep 
Score: -34024600.000000 Penalty: 6223.385742
	Iteration 59Q: 3 clusters Score -3.40246e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 279287 members 
Entering Unmasked Estep 
Score: -34024588.000000 Penalty: 6223.385742
	Iteration 60F: 3 clusters Score -3.402459e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 279304 members 
Entering Unmasked Estep 
Score: -34024596.000000 Penalty: 6223.385742
	Iteration 61Q: 3 clusters Score -3.40246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 279318 members 
Entering Unmasked Estep 
Score: -34024572.000000 Penalty: 6223.385742
	Iteration 62Q: 3 clusters Score -3.402457e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 279331 members 
Entering Unmasked Estep 
Score: -34024576.000000 Penalty: 6223.385742
	Iteration 63Q: 3 clusters Score -3.402458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 279340 members 
Entering Unmasked Estep 
Score: -34024584.000000 Penalty: 6223.385742
	Iteration 64Q: 3 clusters Score -3.402458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 279352 members 
Entering Unmasked Estep 
Score: -34024584.000000 Penalty: 6223.385742
	Iteration 65Q: 3 clusters Score -3.402458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 279361 members 
Entering Unmasked Estep 
Score: -34024588.000000 Penalty: 6223.385742
	Iteration 66Q: 3 clusters Score -3.402459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 279368 members 
Entering Unmasked Estep 
Score: -34024572.000000 Penalty: 6223.385742
	Iteration 67Q: 3 clusters Score -3.402457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 279378 members 
Entering Unmasked Estep 
Score: -34024548.000000 Penalty: 6223.385742
	Iteration 68Q: 3 clusters Score -3.402455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 279387 members 
Entering Unmasked Estep 
Score: -34024536.000000 Penalty: 6223.385742
	Iteration 69Q: 3 clusters Score -3.402454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 279394 members 
Entering Unmasked Estep 
Score: -34024548.000000 Penalty: 6223.385742
	Iteration 70Q: 3 clusters Score -3.402455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 279398 members 
Entering Unmasked Estep 
Score: -34024560.000000 Penalty: 6223.385742
	Iteration 71Q: 3 clusters Score -3.402456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 279400 members 
Entering Unmasked Estep 
Score: -34024556.000000 Penalty: 6223.385742
	Iteration 72Q: 3 clusters Score -3.402456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 279404 members 
Entering Unmasked Estep 
Score: -34024560.000000 Penalty: 6223.385742
	Iteration 73Q: 3 clusters Score -3.402456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 279407 members 
Entering Unmasked Estep 
Score: -34024552.000000 Penalty: 6223.385742
	Iteration 74Q: 3 clusters Score -3.402455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 279408 members 
Entering Unmasked Estep 
Score: -34024552.000000 Penalty: 6223.385742
	Iteration 75Q: 3 clusters Score -3.402455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 279409 members 
Entering Unmasked Estep 
Score: -34024560.000000 Penalty: 6223.385742
	Iteration 76Q: 3 clusters Score -3.402456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 279409 members 
Entering Unmasked Estep 
Score: -34024560.000000 Penalty: 6223.385742
	Iteration 77F: 3 clusters Score -3.402456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -96431.835938 Penalty: 1700.924072
	Iteration 0F: 2 clusters Score -96431.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -94501.625000 Penalty: 3401.848145
	Iteration 0F: 3 clusters Score -94501.62 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -94760.695312 Penalty: 3401.848145
	Iteration 1F: 3 clusters Score -94760.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -94840.968750 Penalty: 3401.848145
	Iteration 2F: 3 clusters Score -94840.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -94881.226562 Penalty: 3401.848145
	Iteration 3Q: 3 clusters Score -94881.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -94925.750000 Penalty: 3401.848145
	Iteration 4Q: 3 clusters Score -94925.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94955.992188 Penalty: 3401.848145
	Iteration 5Q: 3 clusters Score -94955.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94989.382812 Penalty: 3401.848145
	Iteration 6Q: 3 clusters Score -94989.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95027.093750 Penalty: 3401.848145
	Iteration 7Q: 3 clusters Score -95027.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95069.375000 Penalty: 3401.848145
	Iteration 8Q: 3 clusters Score -95069.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95107.367188 Penalty: 3401.848145
	Iteration 9Q: 3 clusters Score -95107.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95136.812500 Penalty: 3401.848145
	Iteration 10Q: 3 clusters Score -95136.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -95163.171875 Penalty: 3401.848145
	Iteration 11Q: 3 clusters Score -95163.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -95186.914062 Penalty: 3401.848145
	Iteration 12Q: 3 clusters Score -95186.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95216.007812 Penalty: 3401.848145
	Iteration 13Q: 3 clusters Score -95216.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -95236.007812 Penalty: 3401.848145
	Iteration 14Q: 3 clusters Score -95236.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95250.218750 Penalty: 3401.848145
	Iteration 15Q: 3 clusters Score -95250.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -95260.179688 Penalty: 3401.848145
	Iteration 16Q: 3 clusters Score -95260.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -95274.453125 Penalty: 3401.848145
	Iteration 17Q: 3 clusters Score -95274.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -95289.781250 Penalty: 3401.848145
	Iteration 18Q: 3 clusters Score -95289.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95300.578125 Penalty: 3401.848145
	Iteration 19Q: 3 clusters Score -95300.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -95314.750000 Penalty: 3401.848145
	Iteration 20F: 3 clusters Score -95314.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95322.898438 Penalty: 3401.848145
	Iteration 21Q: 3 clusters Score -95322.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -95331.632812 Penalty: 3401.848145
	Iteration 22Q: 3 clusters Score -95331.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -95338.132812 Penalty: 3401.848145
	Iteration 23Q: 3 clusters Score -95338.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -95343.992188 Penalty: 3401.848145
	Iteration 24Q: 3 clusters Score -95343.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -95348.812500 Penalty: 3401.848145
	Iteration 25Q: 3 clusters Score -95348.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -95354.953125 Penalty: 3401.848145
	Iteration 26Q: 3 clusters Score -95354.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -95362.375000 Penalty: 3401.848145
	Iteration 27Q: 3 clusters Score -95362.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -95387.203125 Penalty: 3401.848145
	Iteration 28Q: 3 clusters Score -95387.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -95411.539062 Penalty: 3401.848145
	Iteration 29Q: 3 clusters Score -95411.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -95422.820312 Penalty: 3401.848145
	Iteration 30Q: 3 clusters Score -95422.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -95426.421875 Penalty: 3401.848145
	Iteration 31Q: 3 clusters Score -95426.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -95428.445312 Penalty: 3401.848145
	Iteration 32Q: 3 clusters Score -95428.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -95428.445312 Penalty: 3401.848145
	Iteration 33F: 3 clusters Score -95428.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Entering Unmasked Estep 
Score: -625578.687500 Penalty: 2130.890625
	Iteration 0F: 2 clusters Score -625578.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -620744.437500 Penalty: 4261.781250
	Iteration 0F: 3 clusters Score -620744.4 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -622120.625000 Penalty: 4261.781250
	Iteration 1F: 3 clusters Score -622120.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -622526.562500 Penalty: 4261.781250
	Iteration 2F: 3 clusters Score -622526.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -622810.125000 Penalty: 4261.781250
	Iteration 3F: 3 clusters Score -622810.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -623070.312500 Penalty: 4261.781250
	Iteration 4F: 3 clusters Score -623070.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -623265.812500 Penalty: 4261.781250
	Iteration 5Q: 3 clusters Score -623265.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -623444.312500 Penalty: 4261.781250
	Iteration 6Q: 3 clusters Score -623444.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -623591.312500 Penalty: 4261.781250
	Iteration 7Q: 3 clusters Score -623591.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -623712.437500 Penalty: 4261.781250
	Iteration 8Q: 3 clusters Score -623712.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -623809.125000 Penalty: 4261.781250
	Iteration 9Q: 3 clusters Score -623809.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -623875.500000 Penalty: 4261.781250
	Iteration 10Q: 3 clusters Score -623875.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -623936.750000 Penalty: 4261.781250
	Iteration 11Q: 3 clusters Score -623936.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -623970.937500 Penalty: 4261.781250
	Iteration 12Q: 3 clusters Score -623970.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -623998.062500 Penalty: 4261.781250
	Iteration 13Q: 3 clusters Score -623998.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -624014.937500 Penalty: 4261.781250
	Iteration 14Q: 3 clusters Score -624014.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -624035.312500 Penalty: 4261.781250
	Iteration 15Q: 3 clusters Score -624035.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -624055.312500 Penalty: 4261.781250
	Iteration 16Q: 3 clusters Score -624055.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -624078.500000 Penalty: 4261.781250
	Iteration 17Q: 3 clusters Score -624078.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -624098.125000 Penalty: 4261.781250
	Iteration 18Q: 3 clusters Score -624098.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -624117.125000 Penalty: 4261.781250
	Iteration 19Q: 3 clusters Score -624117.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -624131.125000 Penalty: 4261.781250
	Iteration 20F: 3 clusters Score -624131.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -624143.812500 Penalty: 4261.781250
	Iteration 21Q: 3 clusters Score -624143.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -624151.125000 Penalty: 4261.781250
	Iteration 22Q: 3 clusters Score -624151.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -624160.875000 Penalty: 4261.781250
	Iteration 23Q: 3 clusters Score -624160.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -624172.250000 Penalty: 4261.781250
	Iteration 24Q: 3 clusters Score -624172.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -624177.937500 Penalty: 4261.781250
	Iteration 25Q: 3 clusters Score -624177.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -624177.750000 Penalty: 4261.781250
	Iteration 26Q: 3 clusters Score -624177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -624178.187500 Penalty: 4261.781250
	Iteration 27Q: 3 clusters Score -624178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -624179.250000 Penalty: 4261.781250
	Iteration 28Q: 3 clusters Score -624179.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -624179.937500 Penalty: 4261.781250
	Iteration 29Q: 3 clusters Score -624179.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -624182.437500 Penalty: 4261.781250
	Iteration 30Q: 3 clusters Score -624182.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -624187.750000 Penalty: 4261.781250
	Iteration 31Q: 3 clusters Score -624187.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -624192.250000 Penalty: 4261.781250
	Iteration 32Q: 3 clusters Score -624192.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -624195.062500 Penalty: 4261.781250
	Iteration 33Q: 3 clusters Score -624195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -624195.875000 Penalty: 4261.781250
	Iteration 34Q: 3 clusters Score -624195.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -624196.000000 Penalty: 4261.781250
	Iteration 35Q: 3 clusters Score -624196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -624197.000000 Penalty: 4261.781250
	Iteration 36Q: 3 clusters Score -624197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -624197.750000 Penalty: 4261.781250
	Iteration 37Q: 3 clusters Score -624197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -624198.562500 Penalty: 4261.781250
	Iteration 38Q: 3 clusters Score -624198.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -624199.125000 Penalty: 4261.781250
	Iteration 39Q: 3 clusters Score -624199.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -624199.125000 Penalty: 4261.781250
	Iteration 40F: 3 clusters Score -624199.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -284891.656250 Penalty: 1950.280884
	Iteration 0F: 2 clusters Score -284891.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -281877.656250 Penalty: 3900.561768
	Iteration 0F: 3 clusters Score -281877.7 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -282453.062500 Penalty: 3900.561768
	Iteration 1F: 3 clusters Score -282453.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -282595.187500 Penalty: 3900.561768
	Iteration 2F: 3 clusters Score -282595.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -282679.718750 Penalty: 3900.561768
	Iteration 3Q: 3 clusters Score -282679.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -282722.875000 Penalty: 3900.561768
	Iteration 4Q: 3 clusters Score -282722.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -282756.781250 Penalty: 3900.561768
	Iteration 5Q: 3 clusters Score -282756.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -282783.500000 Penalty: 3900.561768
	Iteration 6Q: 3 clusters Score -282783.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -282821.656250 Penalty: 3900.561768
	Iteration 7Q: 3 clusters Score -282821.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -282857.593750 Penalty: 3900.561768
	Iteration 8Q: 3 clusters Score -282857.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -282885.500000 Penalty: 3900.561768
	Iteration 9Q: 3 clusters Score -282885.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -282921.187500 Penalty: 3900.561768
	Iteration 10Q: 3 clusters Score -282921.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -282955.531250 Penalty: 3900.561768
	Iteration 11Q: 3 clusters Score -282955.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -282990.968750 Penalty: 3900.561768
	Iteration 12Q: 3 clusters Score -282991 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -283024.062500 Penalty: 3900.561768
	Iteration 13Q: 3 clusters Score -283024.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -283051.375000 Penalty: 3900.561768
	Iteration 14Q: 3 clusters Score -283051.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -283079.468750 Penalty: 3900.561768
	Iteration 15Q: 3 clusters Score -283079.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -283107.250000 Penalty: 3900.561768
	Iteration 16Q: 3 clusters Score -283107.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -283142.312500 Penalty: 3900.561768
	Iteration 17Q: 3 clusters Score -283142.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -283181.156250 Penalty: 3900.561768
	Iteration 18Q: 3 clusters Score -283181.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -283225.906250 Penalty: 3900.561768
	Iteration 19Q: 3 clusters Score -283225.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -283258.125000 Penalty: 3900.561768
	Iteration 20F: 3 clusters Score -283258.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -283286.281250 Penalty: 3900.561768
	Iteration 21Q: 3 clusters Score -283286.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -283311.312500 Penalty: 3900.561768
	Iteration 22Q: 3 clusters Score -283311.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -283325.718750 Penalty: 3900.561768
	Iteration 23Q: 3 clusters Score -283325.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -283344.125000 Penalty: 3900.561768
	Iteration 24Q: 3 clusters Score -283344.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -283361.281250 Penalty: 3900.561768
	Iteration 25Q: 3 clusters Score -283361.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -283373.562500 Penalty: 3900.561768
	Iteration 26Q: 3 clusters Score -283373.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -283380.406250 Penalty: 3900.561768
	Iteration 27Q: 3 clusters Score -283380.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -283388.000000 Penalty: 3900.561768
	Iteration 28Q: 3 clusters Score -283388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -283395.968750 Penalty: 3900.561768
	Iteration 29Q: 3 clusters Score -283396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -283402.593750 Penalty: 3900.561768
	Iteration 30Q: 3 clusters Score -283402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -283403.718750 Penalty: 3900.561768
	Iteration 31Q: 3 clusters Score -283403.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -283404.375000 Penalty: 3900.561768
	Iteration 32Q: 3 clusters Score -283404.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -283404.812500 Penalty: 3900.561768
	Iteration 33Q: 3 clusters Score -283404.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -283404.906250 Penalty: 3900.561768
	Iteration 34Q: 3 clusters Score -283404.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -283404.906250 Penalty: 3900.561768
	Iteration 35F: 3 clusters Score -283404.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 67007 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1908 members 
Mstep: Class 5 contains 25571 members 
Mstep: Class 6 contains 219111 members 
Mstep: Class 7 contains 59086 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 12 contains 200247 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 281292 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 17 contains 5390 members 
Mstep: Class 21 contains 2602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294168.000000 Penalty: 54284.179688
Iteration 79Q: 17 clusters Score -1.042942e+08 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 67336 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1905 members 
Mstep: Class 5 contains 25604 members 
Mstep: Class 6 contains 219468 members 
Mstep: Class 7 contains 59713 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 763 members 
Mstep: Class 12 contains 199798 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 280333 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 17 contains 5456 members 
Mstep: Class 21 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294232.000000 Penalty: 54284.179688
Iteration 80F: 17 clusters Score -1.042942e+08 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 67656 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1901 members 
Mstep: Class 5 contains 25642 members 
Mstep: Class 6 contains 219760 members 
Mstep: Class 7 contains 60379 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 765 members 
Mstep: Class 12 contains 199327 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 279429 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 21 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294584.000000 Penalty: 54284.179688
Iteration 81Q: 17 clusters Score -1.042946e+08 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 67982 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 25683 members 
Mstep: Class 6 contains 219968 members 
Mstep: Class 7 contains 60983 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 198923 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 278597 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 17 contains 5576 members 
Mstep: Class 21 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294808.000000 Penalty: 54284.179688
Iteration 82Q: 17 clusters Score -1.042948e+08 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 68306 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1894 members 
Mstep: Class 5 contains 25707 members 
Mstep: Class 6 contains 220053 members 
Mstep: Class 7 contains 61555 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 769 members 
Mstep: Class 12 contains 198604 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 277845 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 17 contains 5638 members 
Mstep: Class 21 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295264.000000 Penalty: 54284.179688
Iteration 83Q: 17 clusters Score -1.042953e+08 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 68596 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25717 members 
Mstep: Class 6 contains 220100 members 
Mstep: Class 7 contains 62079 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 198374 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 277144 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 17 contains 5692 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295520.000000 Penalty: 54284.179688
Iteration 84Q: 17 clusters Score -1.042955e+08 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 68873 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25720 members 
Mstep: Class 6 contains 220157 members 
Mstep: Class 7 contains 62565 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 198209 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 276429 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 17 contains 5748 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295688.000000 Penalty: 54284.179688
Iteration 85Q: 17 clusters Score -1.042957e+08 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 69158 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1884 members 
Mstep: Class 5 contains 25706 members 
Mstep: Class 6 contains 220225 members 
Mstep: Class 7 contains 62976 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 774 members 
Mstep: Class 12 contains 198146 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 275684 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 17 contains 5804 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295592.000000 Penalty: 54284.179688
Iteration 86Q: 17 clusters Score -1.042956e+08 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 69449 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 25691 members 
Mstep: Class 6 contains 220288 members 
Mstep: Class 7 contains 63352 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 775 members 
Mstep: Class 12 contains 198111 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 274960 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 17 contains 5847 members 
Mstep: Class 21 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295720.000000 Penalty: 54284.179688
Iteration 87Q: 17 clusters Score -1.042957e+08 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 69705 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1883 members 
Mstep: Class 5 contains 25676 members 
Mstep: Class 6 contains 220283 members 
Mstep: Class 7 contains 63717 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 198143 members 
Mstep: Class 13 contains 3735 members 
Mstep: Class 14 contains 274272 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 17 contains 5903 members 
Mstep: Class 21 contains 2631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295920.000000 Penalty: 54284.179688
Iteration 88Q: 17 clusters Score -1.042959e+08 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 69979 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1885 members 
Mstep: Class 5 contains 25676 members 
Mstep: Class 6 contains 220291 members 
Mstep: Class 7 contains 64035 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 198191 members 
Mstep: Class 13 contains 3732 members 
Mstep: Class 14 contains 273574 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 17 contains 5953 members 
Mstep: Class 21 contains 2632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295752.000000 Penalty: 54284.179688
Iteration 89Q: 17 clusters Score -1.042958e+08 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 70216 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1886 members 
Mstep: Class 5 contains 25689 members 
Mstep: Class 6 contains 220196 members 
Mstep: Class 7 contains 64317 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 198314 members 
Mstep: Class 13 contains 3731 members 
Mstep: Class 14 contains 272947 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 17 contains 6016 members 
Mstep: Class 21 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295824.000000 Penalty: 54284.179688
Iteration 90Q: 17 clusters Score -1.042958e+08 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 70425 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25689 members 
Mstep: Class 6 contains 220102 members 
Mstep: Class 7 contains 64558 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 198456 members 
Mstep: Class 13 contains 3732 members 
Mstep: Class 14 contains 272379 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 17 contains 6084 members 
Mstep: Class 21 contains 2632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295792.000000 Penalty: 54284.179688
Iteration 91Q: 17 clusters Score -1.042958e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 70641 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1888 members 
Mstep: Class 5 contains 25707 members 
Mstep: Class 6 contains 219935 members 
Mstep: Class 7 contains 64788 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 198626 members 
Mstep: Class 13 contains 3732 members 
Mstep: Class 14 contains 271837 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 17 contains 6158 members 
Mstep: Class 21 contains 2632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295920.000000 Penalty: 54284.179688
Iteration 92Q: 17 clusters Score -1.042959e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 70859 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1888 members 
Mstep: Class 5 contains 25723 members 
Mstep: Class 6 contains 219779 members 
Mstep: Class 7 contains 65001 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 198801 members 
Mstep: Class 13 contains 3732 members 
Mstep: Class 14 contains 271293 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 17 contains 6235 members 
Mstep: Class 21 contains 2632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296040.000000 Penalty: 54284.179688
Iteration 93Q: 17 clusters Score -1.04296e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 71041 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1888 members 
Mstep: Class 5 contains 25744 members 
Mstep: Class 6 contains 219677 members 
Mstep: Class 7 contains 65171 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 198976 members 
Mstep: Class 13 contains 3732 members 
Mstep: Class 14 contains 270755 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 21 contains 2632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296200.000000 Penalty: 54284.179688
Iteration 94Q: 17 clusters Score -1.042962e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 71246 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1888 members 
Mstep: Class 5 contains 25758 members 
Mstep: Class 6 contains 219589 members 
Mstep: Class 7 contains 65333 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 199112 members 
Mstep: Class 13 contains 3732 members 
Mstep: Class 14 contains 270238 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 17 contains 6410 members 
Mstep: Class 21 contains 2632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296192.000000 Penalty: 54284.179688
Iteration 95Q: 17 clusters Score -1.042962e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 71436 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1888 members 
Mstep: Class 5 contains 25760 members 
Mstep: Class 6 contains 219476 members 
Mstep: Class 7 contains 65466 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 199267 members 
Mstep: Class 13 contains 3730 members 
Mstep: Class 14 contains 269797 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 17 contains 6484 members 
Mstep: Class 21 contains 2632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296032.000000 Penalty: 54284.179688
Iteration 96Q: 17 clusters Score -1.04296e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 71629 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1888 members 
Mstep: Class 5 contains 25769 members 
Mstep: Class 6 contains 219369 members 
Mstep: Class 7 contains 65599 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 199421 members 
Mstep: Class 13 contains 3731 members 
Mstep: Class 14 contains 269353 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 17 contains 6543 members 
Mstep: Class 21 contains 2632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296112.000000 Penalty: 54284.179688
Iteration 97Q: 17 clusters Score -1.042961e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 71800 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1888 members 
Mstep: Class 5 contains 25764 members 
Mstep: Class 6 contains 219286 members 
Mstep: Class 7 contains 65693 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 199597 members 
Mstep: Class 13 contains 3731 members 
Mstep: Class 14 contains 268927 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 17 contains 6616 members 
Mstep: Class 21 contains 2631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296480.000000 Penalty: 54284.179688
Iteration 98Q: 17 clusters Score -1.042965e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 71958 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1888 members 
Mstep: Class 5 contains 25761 members 
Mstep: Class 6 contains 219227 members 
Mstep: Class 7 contains 65780 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 199783 members 
Mstep: Class 13 contains 3732 members 
Mstep: Class 14 contains 268473 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 17 contains 6699 members 
Mstep: Class 21 contains 2631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296560.000000 Penalty: 54284.179688
Iteration 99Q: 17 clusters Score -1.042966e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 72155 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25755 members 
Mstep: Class 6 contains 219196 members 
Mstep: Class 7 contains 65845 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 199998 members 
Mstep: Class 13 contains 3731 members 
Mstep: Class 14 contains 267958 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 21 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296664.000000 Penalty: 54284.179688
Iteration 100F: 17 clusters Score -1.042967e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 72328 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25755 members 
Mstep: Class 6 contains 219193 members 
Mstep: Class 7 contains 65902 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 200200 members 
Mstep: Class 13 contains 3731 members 
Mstep: Class 14 contains 267460 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 17 contains 6844 members 
Mstep: Class 21 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296552.000000 Penalty: 54284.179688
Iteration 101Q: 17 clusters Score -1.042966e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 72488 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25754 members 
Mstep: Class 6 contains 219200 members 
Mstep: Class 7 contains 65950 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 200379 members 
Mstep: Class 13 contains 3729 members 
Mstep: Class 14 contains 267000 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 6916 members 
Mstep: Class 21 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296456.000000 Penalty: 54284.179688
Iteration 102Q: 17 clusters Score -1.042965e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 72652 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25756 members 
Mstep: Class 6 contains 219240 members 
Mstep: Class 7 contains 66005 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 200572 members 
Mstep: Class 13 contains 3729 members 
Mstep: Class 14 contains 266478 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 6982 members 
Mstep: Class 21 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296240.000000 Penalty: 54284.179688
Iteration 103Q: 17 clusters Score -1.042962e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 72807 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25762 members 
Mstep: Class 6 contains 219284 members 
Mstep: Class 7 contains 66047 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 200774 members 
Mstep: Class 13 contains 3729 members 
Mstep: Class 14 contains 265961 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 7050 members 
Mstep: Class 21 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296144.000000 Penalty: 54284.179688
Iteration 104Q: 17 clusters Score -1.042961e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 72981 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25766 members 
Mstep: Class 6 contains 219338 members 
Mstep: Class 7 contains 66084 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 200980 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 265437 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 7100 members 
Mstep: Class 21 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296168.000000 Penalty: 54284.179688
Iteration 105Q: 17 clusters Score -1.042962e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 73139 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25774 members 
Mstep: Class 6 contains 219383 members 
Mstep: Class 7 contains 66118 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 201159 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 264956 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 7156 members 
Mstep: Class 21 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296168.000000 Penalty: 54284.179688
Iteration 106Q: 17 clusters Score -1.042962e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 73284 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25788 members 
Mstep: Class 6 contains 219417 members 
Mstep: Class 7 contains 66155 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 201294 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 264533 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 7214 members 
Mstep: Class 21 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296104.000000 Penalty: 54284.179688
Iteration 107Q: 17 clusters Score -1.042961e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 73410 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25794 members 
Mstep: Class 6 contains 219438 members 
Mstep: Class 7 contains 66192 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 201422 members 
Mstep: Class 13 contains 3729 members 
Mstep: Class 14 contains 264144 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 7283 members 
Mstep: Class 21 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296184.000000 Penalty: 54284.179688
Iteration 108Q: 17 clusters Score -1.042962e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 73543 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25792 members 
Mstep: Class 6 contains 219453 members 
Mstep: Class 7 contains 66212 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 201533 members 
Mstep: Class 13 contains 3729 members 
Mstep: Class 14 contains 263811 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 7337 members 
Mstep: Class 21 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296280.000000 Penalty: 54284.179688
Iteration 109Q: 17 clusters Score -1.042963e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 73677 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25792 members 
Mstep: Class 6 contains 219495 members 
Mstep: Class 7 contains 66242 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 201618 members 
Mstep: Class 13 contains 3731 members 
Mstep: Class 14 contains 263474 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 7384 members 
Mstep: Class 21 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296336.000000 Penalty: 54284.179688
Iteration 110Q: 17 clusters Score -1.042963e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 73826 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25786 members 
Mstep: Class 6 contains 219516 members 
Mstep: Class 7 contains 66268 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 201670 members 
Mstep: Class 13 contains 3732 members 
Mstep: Class 14 contains 263185 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 7432 members 
Mstep: Class 21 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296384.000000 Penalty: 54284.179688
Iteration 111Q: 17 clusters Score -1.042964e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 73947 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25785 members 
Mstep: Class 6 contains 219528 members 
Mstep: Class 7 contains 66287 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 201710 members 
Mstep: Class 13 contains 3732 members 
Mstep: Class 14 contains 262935 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 7491 members 
Mstep: Class 21 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296416.000000 Penalty: 54284.179688
Iteration 112Q: 17 clusters Score -1.042964e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 74096 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25780 members 
Mstep: Class 6 contains 219561 members 
Mstep: Class 7 contains 66321 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 201761 members 
Mstep: Class 13 contains 3732 members 
Mstep: Class 14 contains 262623 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 7542 members 
Mstep: Class 21 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296520.000000 Penalty: 54284.179688
Iteration 113Q: 17 clusters Score -1.042965e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 74232 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25774 members 
Mstep: Class 6 contains 219569 members 
Mstep: Class 7 contains 66341 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 201824 members 
Mstep: Class 13 contains 3733 members 
Mstep: Class 14 contains 262333 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 7607 members 
Mstep: Class 21 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296568.000000 Penalty: 54284.179688
Iteration 114Q: 17 clusters Score -1.042966e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 74357 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25772 members 
Mstep: Class 6 contains 219584 members 
Mstep: Class 7 contains 66351 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 201865 members 
Mstep: Class 13 contains 3733 members 
Mstep: Class 14 contains 262090 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 7660 members 
Mstep: Class 21 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296808.000000 Penalty: 54284.179688
Iteration 115Q: 17 clusters Score -1.042968e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 74481 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25771 members 
Mstep: Class 6 contains 219612 members 
Mstep: Class 7 contains 66373 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 201874 members 
Mstep: Class 13 contains 3733 members 
Mstep: Class 14 contains 261863 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 7705 members 
Mstep: Class 21 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296832.000000 Penalty: 54284.179688
Iteration 116Q: 17 clusters Score -1.042968e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 74593 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25773 members 
Mstep: Class 6 contains 219625 members 
Mstep: Class 7 contains 66391 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 201859 members 
Mstep: Class 13 contains 3733 members 
Mstep: Class 14 contains 261691 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 7748 members 
Mstep: Class 21 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296824.000000 Penalty: 54284.179688
Iteration 117Q: 17 clusters Score -1.042968e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 74707 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25776 members 
Mstep: Class 6 contains 219633 members 
Mstep: Class 7 contains 66401 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 201841 members 
Mstep: Class 13 contains 3733 members 
Mstep: Class 14 contains 261526 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 7795 members 
Mstep: Class 21 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296608.000000 Penalty: 54284.179688
Iteration 118Q: 17 clusters Score -1.042966e+08 nChanged 577
Entering ConstructFrom: 
Score: -104296608.000000 Penalty: 54284.179688
Entering ConstructFrom: 
Trying to split cluster 1 (4489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Entering Unmasked Estep 
Score: -510874.937500 Penalty: 2085.527588
	Iteration 0F: 2 clusters Score -510874.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -506648.750000 Penalty: 4171.055176
	Iteration 0F: 3 clusters Score -506648.8 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -507535.187500 Penalty: 4171.055176
	Iteration 1F: 3 clusters Score -507535.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -507725.937500 Penalty: 4171.055176
	Iteration 2F: 3 clusters Score -507725.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -507871.031250 Penalty: 4171.055176
	Iteration 3F: 3 clusters Score -507871 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -507973.718750 Penalty: 4171.055176
	Iteration 4Q: 3 clusters Score -507973.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -508043.593750 Penalty: 4171.055176
	Iteration 5Q: 3 clusters Score -508043.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -508113.406250 Penalty: 4171.055176
	Iteration 6Q: 3 clusters Score -508113.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -508170.656250 Penalty: 4171.055176
	Iteration 7Q: 3 clusters Score -508170.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -508225.781250 Penalty: 4171.055176
	Iteration 8Q: 3 clusters Score -508225.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -508284.437500 Penalty: 4171.055176
	Iteration 9Q: 3 clusters Score -508284.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -508331.593750 Penalty: 4171.055176
	Iteration 10Q: 3 clusters Score -508331.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -508383.062500 Penalty: 4171.055176
	Iteration 11Q: 3 clusters Score -508383.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -508430.968750 Penalty: 4171.055176
	Iteration 12Q: 3 clusters Score -508431 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -508496.593750 Penalty: 4171.055176
	Iteration 13Q: 3 clusters Score -508496.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -508549.531250 Penalty: 4171.055176
	Iteration 14Q: 3 clusters Score -508549.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -508600.093750 Penalty: 4171.055176
	Iteration 15Q: 3 clusters Score -508600.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -508650.781250 Penalty: 4171.055176
	Iteration 16Q: 3 clusters Score -508650.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -508707.093750 Penalty: 4171.055176
	Iteration 17Q: 3 clusters Score -508707.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -508765.125000 Penalty: 4171.055176
	Iteration 18Q: 3 clusters Score -508765.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -508810.718750 Penalty: 4171.055176
	Iteration 19Q: 3 clusters Score -508810.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -508838.875000 Penalty: 4171.055176
	Iteration 20F: 3 clusters Score -508838.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -508866.937500 Penalty: 4171.055176
	Iteration 21Q: 3 clusters Score -508866.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -508887.906250 Penalty: 4171.055176
	Iteration 22Q: 3 clusters Score -508887.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -508901.500000 Penalty: 4171.055176
	Iteration 23Q: 3 clusters Score -508901.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -508920.218750 Penalty: 4171.055176
	Iteration 24Q: 3 clusters Score -508920.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -508933.281250 Penalty: 4171.055176
	Iteration 25Q: 3 clusters Score -508933.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -508945.750000 Penalty: 4171.055176
	Iteration 26Q: 3 clusters Score -508945.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -508958.843750 Penalty: 4171.055176
	Iteration 27Q: 3 clusters Score -508958.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -508972.875000 Penalty: 4171.055176
	Iteration 28Q: 3 clusters Score -508972.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -508985.625000 Penalty: 4171.055176
	Iteration 29Q: 3 clusters Score -508985.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -508996.843750 Penalty: 4171.055176
	Iteration 30Q: 3 clusters Score -508996.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -509004.468750 Penalty: 4171.055176
	Iteration 31Q: 3 clusters Score -509004.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -509011.718750 Penalty: 4171.055176
	Iteration 32Q: 3 clusters Score -509011.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -509018.812500 Penalty: 4171.055176
	Iteration 33Q: 3 clusters Score -509018.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -509025.093750 Penalty: 4171.055176
	Iteration 34Q: 3 clusters Score -509025.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -509033.156250 Penalty: 4171.055176
	Iteration 35Q: 3 clusters Score -509033.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -509041.937500 Penalty: 4171.055176
	Iteration 36Q: 3 clusters Score -509041.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -509049.531250 Penalty: 4171.055176
	Iteration 37Q: 3 clusters Score -509049.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -509057.312500 Penalty: 4171.055176
	Iteration 38Q: 3 clusters Score -509057.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -509063.343750 Penalty: 4171.055176
	Iteration 39Q: 3 clusters Score -509063.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -509066.812500 Penalty: 4171.055176
	Iteration 40F: 3 clusters Score -509066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -509068.531250 Penalty: 4171.055176
	Iteration 41Q: 3 clusters Score -509068.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -509070.000000 Penalty: 4171.055176
	Iteration 42Q: 3 clusters Score -509070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -509070.000000 Penalty: 4171.055176
	Iteration 43F: 3 clusters Score -509070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (74808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74808 members 
Entering Unmasked Estep 
Score: -8885543.000000 Penalty: 2783.224609
	Iteration 0F: 2 clusters Score -8885543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -8835619.000000 Penalty: 5566.449219
	Iteration 0F: 3 clusters Score -8835619 nChanged 35096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -8854933.000000 Penalty: 5566.449219
	Iteration 1F: 3 clusters Score -8854933 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -8855434.000000 Penalty: 5566.449219
	Iteration 2Q: 3 clusters Score -8855434 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -8856005.000000 Penalty: 5566.449219
	Iteration 3Q: 3 clusters Score -8856005 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -8856629.000000 Penalty: 5566.449219
	Iteration 4Q: 3 clusters Score -8856629 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -8857499.000000 Penalty: 5566.449219
	Iteration 5Q: 3 clusters Score -8857499 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -8859101.000000 Penalty: 5566.449219
	Iteration 6Q: 3 clusters Score -8859101 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -8861906.000000 Penalty: 5566.449219
	Iteration 7F: 3 clusters Score -8861906 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -8866586.000000 Penalty: 5566.449219
	Iteration 8F: 3 clusters Score -8866586 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -8872883.000000 Penalty: 5566.449219
	Iteration 9F: 3 clusters Score -8872883 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 70089 members 
Entering Unmasked Estep 
Score: -8878500.000000 Penalty: 5566.449219
	Iteration 10F: 3 clusters Score -8878500 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 73156 members 
Entering Unmasked Estep 
Score: -8881414.000000 Penalty: 5566.449219
	Iteration 11Q: 3 clusters Score -8881414 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 74247 members 
Entering Unmasked Estep 
Score: -8882537.000000 Penalty: 5566.449219
	Iteration 12Q: 3 clusters Score -8882537 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 74498 members 
Entering Unmasked Estep 
Score: -8882825.000000 Penalty: 5566.449219
	Iteration 13Q: 3 clusters Score -8882825 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -8882935.000000 Penalty: 5566.449219
	Iteration 14Q: 3 clusters Score -8882935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 74588 members 
Entering Unmasked Estep 
Score: -8882983.000000 Penalty: 5566.449219
	Iteration 15Q: 3 clusters Score -8882983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -8883037.000000 Penalty: 5566.449219
	Iteration 16Q: 3 clusters Score -8883037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 74612 members 
Entering Unmasked Estep 
Score: -8883061.000000 Penalty: 5566.449219
	Iteration 17Q: 3 clusters Score -8883061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 74615 members 
Entering Unmasked Estep 
Score: -8883082.000000 Penalty: 5566.449219
	Iteration 18Q: 3 clusters Score -8883082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -8883091.000000 Penalty: 5566.449219
	Iteration 19Q: 3 clusters Score -8883091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -8883103.000000 Penalty: 5566.449219
	Iteration 20F: 3 clusters Score -8883103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 74624 members 
Entering Unmasked Estep 
Score: -8883106.000000 Penalty: 5566.449219
	Iteration 21Q: 3 clusters Score -8883106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 74627 members 
Entering Unmasked Estep 
Score: -8883114.000000 Penalty: 5566.449219
	Iteration 22Q: 3 clusters Score -8883114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 74627 members 
Entering Unmasked Estep 
Score: -8883117.000000 Penalty: 5566.449219
	Iteration 23Q: 3 clusters Score -8883117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 74627 members 
Entering Unmasked Estep 
Score: -8883117.000000 Penalty: 5566.449219
	Iteration 24F: 3 clusters Score -8883117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -56226.699219 Penalty: 1574.586548
	Iteration 0F: 2 clusters Score -56226.7 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 277 members 
Entering Unmasked Estep 
Score: -54656.218750 Penalty: 3149.173096
	Iteration 0F: 3 clusters Score -54656.22 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -54848.636719 Penalty: 3149.173096
	Iteration 1F: 3 clusters Score -54848.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54965.148438 Penalty: 3149.173096
	Iteration 2F: 3 clusters Score -54965.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55012.886719 Penalty: 3149.173096
	Iteration 3Q: 3 clusters Score -55012.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -55050.265625 Penalty: 3149.173096
	Iteration 4Q: 3 clusters Score -55050.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55099.796875 Penalty: 3149.173096
	Iteration 5Q: 3 clusters Score -55099.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -55234.781250 Penalty: 3149.173096
	Iteration 6Q: 3 clusters Score -55234.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55364.855469 Penalty: 3149.173096
	Iteration 7Q: 3 clusters Score -55364.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -55431.386719 Penalty: 3149.173096
	Iteration 8Q: 3 clusters Score -55431.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -55481.699219 Penalty: 3149.173096
	Iteration 9Q: 3 clusters Score -55481.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55520.472656 Penalty: 3149.173096
	Iteration 10Q: 3 clusters Score -55520.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55577.507812 Penalty: 3149.173096
	Iteration 11Q: 3 clusters Score -55577.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55598.347656 Penalty: 3149.173096
	Iteration 12Q: 3 clusters Score -55598.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -55636.976562 Penalty: 3149.173096
	Iteration 13Q: 3 clusters Score -55636.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -55649.117188 Penalty: 3149.173096
	Iteration 14Q: 3 clusters Score -55649.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -55650.601562 Penalty: 3149.173096
	Iteration 15Q: 3 clusters Score -55650.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -55651.406250 Penalty: 3149.173096
	Iteration 16F: 3 clusters Score -55651.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -55654.363281 Penalty: 3149.173096
	Iteration 17Q: 3 clusters Score -55654.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -55654.363281 Penalty: 3149.173096
	Iteration 18F: 3 clusters Score -55654.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -204540.453125 Penalty: 1870.863037
	Iteration 0F: 2 clusters Score -204540.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -202006.343750 Penalty: 3741.726074
	Iteration 0F: 3 clusters Score -202006.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -202431.421875 Penalty: 3741.726074
	Iteration 1F: 3 clusters Score -202431.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -202558.609375 Penalty: 3741.726074
	Iteration 2F: 3 clusters Score -202558.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -202613.984375 Penalty: 3741.726074
	Iteration 3Q: 3 clusters Score -202614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -202654.531250 Penalty: 3741.726074
	Iteration 4Q: 3 clusters Score -202654.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -202681.687500 Penalty: 3741.726074
	Iteration 5Q: 3 clusters Score -202681.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -202698.250000 Penalty: 3741.726074
	Iteration 6Q: 3 clusters Score -202698.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -202705.859375 Penalty: 3741.726074
	Iteration 7Q: 3 clusters Score -202705.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -202713.859375 Penalty: 3741.726074
	Iteration 8Q: 3 clusters Score -202713.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -202723.281250 Penalty: 3741.726074
	Iteration 9Q: 3 clusters Score -202723.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -202735.593750 Penalty: 3741.726074
	Iteration 10Q: 3 clusters Score -202735.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -202749.359375 Penalty: 3741.726074
	Iteration 11Q: 3 clusters Score -202749.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -202757.578125 Penalty: 3741.726074
	Iteration 12Q: 3 clusters Score -202757.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -202763.703125 Penalty: 3741.726074
	Iteration 13Q: 3 clusters Score -202763.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -202776.468750 Penalty: 3741.726074
	Iteration 14Q: 3 clusters Score -202776.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -202796.796875 Penalty: 3741.726074
	Iteration 15Q: 3 clusters Score -202796.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -202822.750000 Penalty: 3741.726074
	Iteration 16Q: 3 clusters Score -202822.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -202843.593750 Penalty: 3741.726074
	Iteration 17Q: 3 clusters Score -202843.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -202859.984375 Penalty: 3741.726074
	Iteration 18Q: 3 clusters Score -202860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -202877.359375 Penalty: 3741.726074
	Iteration 19Q: 3 clusters Score -202877.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -202892.906250 Penalty: 3741.726074
	Iteration 20F: 3 clusters Score -202892.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -202903.562500 Penalty: 3741.726074
	Iteration 21Q: 3 clusters Score -202903.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -202908.171875 Penalty: 3741.726074
	Iteration 22Q: 3 clusters Score -202908.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -202915.078125 Penalty: 3741.726074
	Iteration 23Q: 3 clusters Score -202915.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -202931.453125 Penalty: 3741.726074
	Iteration 24Q: 3 clusters Score -202931.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -202943.140625 Penalty: 3741.726074
	Iteration 25Q: 3 clusters Score -202943.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -202963.296875 Penalty: 3741.726074
	Iteration 26Q: 3 clusters Score -202963.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -202977.875000 Penalty: 3741.726074
	Iteration 27Q: 3 clusters Score -202977.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -202989.828125 Penalty: 3741.726074
	Iteration 28Q: 3 clusters Score -202989.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -203006.593750 Penalty: 3741.726074
	Iteration 29Q: 3 clusters Score -203006.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -203022.250000 Penalty: 3741.726074
	Iteration 30Q: 3 clusters Score -203022.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -203038.843750 Penalty: 3741.726074
	Iteration 31Q: 3 clusters Score -203038.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -203055.328125 Penalty: 3741.726074
	Iteration 32Q: 3 clusters Score -203055.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -203072.750000 Penalty: 3741.726074
	Iteration 33Q: 3 clusters Score -203072.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -203084.062500 Penalty: 3741.726074
	Iteration 34Q: 3 clusters Score -203084.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -203092.359375 Penalty: 3741.726074
	Iteration 35Q: 3 clusters Score -203092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -203096.484375 Penalty: 3741.726074
	Iteration 36Q: 3 clusters Score -203096.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -203102.781250 Penalty: 3741.726074
	Iteration 37Q: 3 clusters Score -203102.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -203108.937500 Penalty: 3741.726074
	Iteration 38Q: 3 clusters Score -203108.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -203117.109375 Penalty: 3741.726074
	Iteration 39Q: 3 clusters Score -203117.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -203122.906250 Penalty: 3741.726074
	Iteration 40F: 3 clusters Score -203122.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -203129.578125 Penalty: 3741.726074
	Iteration 41Q: 3 clusters Score -203129.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -203134.421875 Penalty: 3741.726074
	Iteration 42Q: 3 clusters Score -203134.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -203142.531250 Penalty: 3741.726074
	Iteration 43Q: 3 clusters Score -203142.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -203150.937500 Penalty: 3741.726074
	Iteration 44Q: 3 clusters Score -203150.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -203159.750000 Penalty: 3741.726074
	Iteration 45Q: 3 clusters Score -203159.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -203166.328125 Penalty: 3741.726074
	Iteration 46Q: 3 clusters Score -203166.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -203170.328125 Penalty: 3741.726074
	Iteration 47Q: 3 clusters Score -203170.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -203171.546875 Penalty: 3741.726074
	Iteration 48Q: 3 clusters Score -203171.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -203173.578125 Penalty: 3741.726074
	Iteration 49Q: 3 clusters Score -203173.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -203175.250000 Penalty: 3741.726074
	Iteration 50Q: 3 clusters Score -203175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -203175.984375 Penalty: 3741.726074
	Iteration 51Q: 3 clusters Score -203176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -203179.937500 Penalty: 3741.726074
	Iteration 52Q: 3 clusters Score -203179.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -203179.937500 Penalty: 3741.726074
	Iteration 53F: 3 clusters Score -203179.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Entering Unmasked Estep 
Score: -3169431.750000 Penalty: 2519.014160
	Iteration 0F: 2 clusters Score -3169432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3151706.000000 Penalty: 5038.028320
	Iteration 0F: 3 clusters Score -3151706 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3157899.500000 Penalty: 5038.028320
	Iteration 1F: 3 clusters Score -3157900 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3158271.500000 Penalty: 5038.028320
	Iteration 2Q: 3 clusters Score -3158272 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3158562.500000 Penalty: 5038.028320
	Iteration 3Q: 3 clusters Score -3158562 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3158862.000000 Penalty: 5038.028320
	Iteration 4Q: 3 clusters Score -3158862 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3159160.500000 Penalty: 5038.028320
	Iteration 5Q: 3 clusters Score -3159160 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3159494.250000 Penalty: 5038.028320
	Iteration 6Q: 3 clusters Score -3159494 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -3159939.000000 Penalty: 5038.028320
	Iteration 7Q: 3 clusters Score -3159939 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -3160547.500000 Penalty: 5038.028320
	Iteration 8Q: 3 clusters Score -3160548 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -3161409.000000 Penalty: 5038.028320
	Iteration 9F: 3 clusters Score -3161409 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -3162547.250000 Penalty: 5038.028320
	Iteration 10F: 3 clusters Score -3162547 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -3163840.500000 Penalty: 5038.028320
	Iteration 11F: 3 clusters Score -3163840 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3165016.250000 Penalty: 5038.028320
	Iteration 12F: 3 clusters Score -3165016 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3165814.750000 Penalty: 5038.028320
	Iteration 13Q: 3 clusters Score -3165815 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3166351.750000 Penalty: 5038.028320
	Iteration 14Q: 3 clusters Score -3166352 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -3166709.000000 Penalty: 5038.028320
	Iteration 15Q: 3 clusters Score -3166709 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3166888.500000 Penalty: 5038.028320
	Iteration 16Q: 3 clusters Score -3166888 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -3166996.250000 Penalty: 5038.028320
	Iteration 17Q: 3 clusters Score -3166996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -3167059.500000 Penalty: 5038.028320
	Iteration 18Q: 3 clusters Score -3167060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3167099.000000 Penalty: 5038.028320
	Iteration 19Q: 3 clusters Score -3167099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -3167125.000000 Penalty: 5038.028320
	Iteration 20F: 3 clusters Score -3167125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -3167147.500000 Penalty: 5038.028320
	Iteration 21Q: 3 clusters Score -3167148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3167166.500000 Penalty: 5038.028320
	Iteration 22Q: 3 clusters Score -3167166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3167186.250000 Penalty: 5038.028320
	Iteration 23Q: 3 clusters Score -3167186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3167196.750000 Penalty: 5038.028320
	Iteration 24Q: 3 clusters Score -3167197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -3167202.750000 Penalty: 5038.028320
	Iteration 25Q: 3 clusters Score -3167203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -3167212.750000 Penalty: 5038.028320
	Iteration 26Q: 3 clusters Score -3167213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3167208.750000 Penalty: 5038.028320
	Iteration 27Q: 3 clusters Score -3167209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -3167213.000000 Penalty: 5038.028320
	Iteration 28Q: 3 clusters Score -3167213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3167217.500000 Penalty: 5038.028320
	Iteration 29Q: 3 clusters Score -3167218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3167225.250000 Penalty: 5038.028320
	Iteration 30Q: 3 clusters Score -3167225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3167229.000000 Penalty: 5038.028320
	Iteration 31Q: 3 clusters Score -3167229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -3167228.000000 Penalty: 5038.028320
	Iteration 32Q: 3 clusters Score -3167228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -3167233.250000 Penalty: 5038.028320
	Iteration 33Q: 3 clusters Score -3167233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -3167233.250000 Penalty: 5038.028320
	Iteration 34F: 3 clusters Score -3167233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (219624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219624 members 
Entering Unmasked Estep 
Score: -26747974.000000 Penalty: 3050.318604
	Iteration 0F: 2 clusters Score -2.674797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110033 members 
Mstep: Class 2 contains 109591 members 
Entering Unmasked Estep 
Score: -26609086.000000 Penalty: 6100.637207
	Iteration 0F: 3 clusters Score -2.660909e+07 nChanged 105865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113020 members 
Mstep: Class 2 contains 106604 members 
Entering Unmasked Estep 
Score: -26671266.000000 Penalty: 6100.637207
	Iteration 1F: 3 clusters Score -2.667127e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115061 members 
Mstep: Class 2 contains 104563 members 
Entering Unmasked Estep 
Score: -26672068.000000 Penalty: 6100.637207
	Iteration 2Q: 3 clusters Score -2.667207e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118262 members 
Mstep: Class 2 contains 101362 members 
Entering Unmasked Estep 
Score: -26673302.000000 Penalty: 6100.637207
	Iteration 3Q: 3 clusters Score -2.66733e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123192 members 
Mstep: Class 2 contains 96432 members 
Entering Unmasked Estep 
Score: -26675188.000000 Penalty: 6100.637207
	Iteration 4Q: 3 clusters Score -2.667519e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130808 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -26678638.000000 Penalty: 6100.637207
	Iteration 5Q: 3 clusters Score -2.667864e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142120 members 
Mstep: Class 2 contains 77504 members 
Entering Unmasked Estep 
Score: -26684756.000000 Penalty: 6100.637207
	Iteration 6F: 3 clusters Score -2.668476e+07 nChanged 15696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157688 members 
Mstep: Class 2 contains 61936 members 
Entering Unmasked Estep 
Score: -26695318.000000 Penalty: 6100.637207
	Iteration 7F: 3 clusters Score -2.669532e+07 nChanged 19366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177032 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -26710536.000000 Penalty: 6100.637207
	Iteration 8F: 3 clusters Score -2.671054e+07 nChanged 19133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196157 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -26727050.000000 Penalty: 6100.637207
	Iteration 9F: 3 clusters Score -2.672705e+07 nChanged 13451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209604 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -26737736.000000 Penalty: 6100.637207
	Iteration 10F: 3 clusters Score -2.673774e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215953 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -26742418.000000 Penalty: 6100.637207
	Iteration 11Q: 3 clusters Score -2.674242e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218228 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -26744096.000000 Penalty: 6100.637207
	Iteration 12Q: 3 clusters Score -2.67441e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218916 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -26744724.000000 Penalty: 6100.637207
	Iteration 13Q: 3 clusters Score -2.674472e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219118 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -26744956.000000 Penalty: 6100.637207
	Iteration 14Q: 3 clusters Score -2.674496e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219201 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -26745030.000000 Penalty: 6100.637207
	Iteration 15Q: 3 clusters Score -2.674503e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219233 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -26745114.000000 Penalty: 6100.637207
	Iteration 16Q: 3 clusters Score -2.674511e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219253 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -26745158.000000 Penalty: 6100.637207
	Iteration 17Q: 3 clusters Score -2.674516e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219268 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -26745180.000000 Penalty: 6100.637207
	Iteration 18Q: 3 clusters Score -2.674518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219281 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -26745186.000000 Penalty: 6100.637207
	Iteration 19Q: 3 clusters Score -2.674519e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219289 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -26745240.000000 Penalty: 6100.637207
	Iteration 20F: 3 clusters Score -2.674524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219294 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -26745250.000000 Penalty: 6100.637207
	Iteration 21Q: 3 clusters Score -2.674525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219294 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -26745252.000000 Penalty: 6100.637207
	Iteration 22Q: 3 clusters Score -2.674525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219293 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -26745268.000000 Penalty: 6100.637207
	Iteration 23Q: 3 clusters Score -2.674527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219291 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -26745268.000000 Penalty: 6100.637207
	Iteration 24Q: 3 clusters Score -2.674527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219293 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -26745278.000000 Penalty: 6100.637207
	Iteration 25Q: 3 clusters Score -2.674528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219293 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -26745290.000000 Penalty: 6100.637207
	Iteration 26Q: 3 clusters Score -2.674529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219295 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -26745306.000000 Penalty: 6100.637207
	Iteration 27Q: 3 clusters Score -2.674531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219297 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -26745298.000000 Penalty: 6100.637207
	Iteration 28Q: 3 clusters Score -2.67453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -26745310.000000 Penalty: 6100.637207
	Iteration 29Q: 3 clusters Score -2.674531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219298 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -26745294.000000 Penalty: 6100.637207
	Iteration 30Q: 3 clusters Score -2.674529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219301 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -26745288.000000 Penalty: 6100.637207
	Iteration 31Q: 3 clusters Score -2.674529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219302 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26745272.000000 Penalty: 6100.637207
	Iteration 32Q: 3 clusters Score -2.674527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219302 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26745272.000000 Penalty: 6100.637207
	Iteration 33F: 3 clusters Score -2.674527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (66414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66414 members 
Entering Unmasked Estep 
Score: -8144961.000000 Penalty: 2753.708496
	Iteration 0F: 2 clusters Score -8144961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -8100294.000000 Penalty: 5507.416992
	Iteration 0F: 3 clusters Score -8100294 nChanged 31042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -8117702.000000 Penalty: 5507.416992
	Iteration 1F: 3 clusters Score -8117702 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -8118278.500000 Penalty: 5507.416992
	Iteration 2Q: 3 clusters Score -8118278 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -8118877.000000 Penalty: 5507.416992
	Iteration 3Q: 3 clusters Score -8118877 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -8119762.500000 Penalty: 5507.416992
	Iteration 4Q: 3 clusters Score -8119762 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -8121225.000000 Penalty: 5507.416992
	Iteration 5Q: 3 clusters Score -8121225 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -8123778.500000 Penalty: 5507.416992
	Iteration 6F: 3 clusters Score -8123778 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -8127881.500000 Penalty: 5507.416992
	Iteration 7F: 3 clusters Score -8127882 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -8133339.500000 Penalty: 5507.416992
	Iteration 8F: 3 clusters Score -8133340 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -8138184.500000 Penalty: 5507.416992
	Iteration 9F: 3 clusters Score -8138184 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8140901.000000 Penalty: 5507.416992
	Iteration 10Q: 3 clusters Score -8140901 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65774 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8141919.500000 Penalty: 5507.416992
	Iteration 11Q: 3 clusters Score -8141920 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66089 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8142257.000000 Penalty: 5507.416992
	Iteration 12Q: 3 clusters Score -8142257 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8142383.000000 Penalty: 5507.416992
	Iteration 13Q: 3 clusters Score -8142383 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8142443.000000 Penalty: 5507.416992
	Iteration 14Q: 3 clusters Score -8142443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8142461.500000 Penalty: 5507.416992
	Iteration 15Q: 3 clusters Score -8142462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8142474.000000 Penalty: 5507.416992
	Iteration 16Q: 3 clusters Score -8142474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66226 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8142485.500000 Penalty: 5507.416992
	Iteration 17Q: 3 clusters Score -8142486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8142499.000000 Penalty: 5507.416992
	Iteration 18Q: 3 clusters Score -8142499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8142499.000000 Penalty: 5507.416992
	Iteration 19F: 3 clusters Score -8142499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -66704.710938 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -66704.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -65135.828125 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -65135.83 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -65417.414062 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -65417.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -65579.617188 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -65579.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -65681.976562 Penalty: 3225.383789
	Iteration 3Q: 3 clusters Score -65681.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65714.773438 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -65714.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65731.078125 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -65731.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -65734.148438 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -65734.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -65736.125000 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -65736.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -65738.460938 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -65738.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -65739.750000 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -65739.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -65739.750000 Penalty: 3225.383789
	Iteration 10F: 3 clusters Score -65739.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -24386.507812 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -24386.51 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: -23150.814453 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -23150.81 nChanged 46
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: -23305.384766 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -23305.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23340.519531 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -23340.52 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: -23347.609375 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -23347.61 nChanged 1
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: -23348.800781 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -23348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23354.611328 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -23354.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23359.339844 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -23359.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23359.339844 Penalty: 2835.645752
	Iteration 7F: 3 clusters Score -23359.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -75740.007812 Penalty: 1648.626709
	Iteration 0F: 2 clusters Score -75740.01 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 377 members 
Entering Unmasked Estep 
Score: -73961.960938 Penalty: 3297.253418
	Iteration 0F: 3 clusters Score -73961.96 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74220.343750 Penalty: 3297.253418
	Iteration 1F: 3 clusters Score -74220.34 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -74314.140625 Penalty: 3297.253418
	Iteration 2F: 3 clusters Score -74314.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74415.132812 Penalty: 3297.253418
	Iteration 3Q: 3 clusters Score -74415.13 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74544.460938 Penalty: 3297.253418
	Iteration 4F: 3 clusters Score -74544.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74683.242188 Penalty: 3297.253418
	Iteration 5Q: 3 clusters Score -74683.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74787.093750 Penalty: 3297.253418
	Iteration 6Q: 3 clusters Score -74787.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74843.320312 Penalty: 3297.253418
	Iteration 7Q: 3 clusters Score -74843.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -74882.859375 Penalty: 3297.253418
	Iteration 8Q: 3 clusters Score -74882.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -74897.250000 Penalty: 3297.253418
	Iteration 9Q: 3 clusters Score -74897.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -74909.539062 Penalty: 3297.253418
	Iteration 10Q: 3 clusters Score -74909.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -74910.492188 Penalty: 3297.253418
	Iteration 11Q: 3 clusters Score -74910.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -74912.203125 Penalty: 3297.253418
	Iteration 12Q: 3 clusters Score -74912.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -74918.593750 Penalty: 3297.253418
	Iteration 13Q: 3 clusters Score -74918.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -74921.656250 Penalty: 3297.253418
	Iteration 14Q: 3 clusters Score -74921.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -74927.382812 Penalty: 3297.253418
	Iteration 15Q: 3 clusters Score -74927.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74930.414062 Penalty: 3297.253418
	Iteration 16Q: 3 clusters Score -74930.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74933.523438 Penalty: 3297.253418
	Iteration 17Q: 3 clusters Score -74933.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74933.523438 Penalty: 3297.253418
	Iteration 18F: 3 clusters Score -74933.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (201824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201824 members 
Entering Unmasked Estep 
Score: -24572648.000000 Penalty: 3029.357422
	Iteration 0F: 2 clusters Score -2.457265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101102 members 
Mstep: Class 2 contains 100722 members 
Entering Unmasked Estep 
Score: -24441914.000000 Penalty: 6058.714844
	Iteration 0F: 3 clusters Score -2.444191e+07 nChanged 96920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102906 members 
Mstep: Class 2 contains 98918 members 
Entering Unmasked Estep 
Score: -24497994.000000 Penalty: 6058.714844
	Iteration 1F: 3 clusters Score -2.449799e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104199 members 
Mstep: Class 2 contains 97625 members 
Entering Unmasked Estep 
Score: -24499020.000000 Penalty: 6058.714844
	Iteration 2Q: 3 clusters Score -2.449902e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106323 members 
Mstep: Class 2 contains 95501 members 
Entering Unmasked Estep 
Score: -24500798.000000 Penalty: 6058.714844
	Iteration 3Q: 3 clusters Score -2.45008e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109784 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -24503748.000000 Penalty: 6058.714844
	Iteration 4Q: 3 clusters Score -2.450375e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115598 members 
Mstep: Class 2 contains 86226 members 
Entering Unmasked Estep 
Score: -24508298.000000 Penalty: 6058.714844
	Iteration 5Q: 3 clusters Score -2.45083e+07 nChanged 12903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124587 members 
Mstep: Class 2 contains 77237 members 
Entering Unmasked Estep 
Score: -24515948.000000 Penalty: 6058.714844
	Iteration 6F: 3 clusters Score -2.451595e+07 nChanged 15783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137188 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
Score: -24527942.000000 Penalty: 6058.714844
	Iteration 7F: 3 clusters Score -2.452794e+07 nChanged 16780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151410 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -24543110.000000 Penalty: 6058.714844
	Iteration 8F: 3 clusters Score -2.454311e+07 nChanged 14161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163227 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -24556940.000000 Penalty: 6058.714844
	Iteration 9F: 3 clusters Score -2.455694e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169764 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -24565060.000000 Penalty: 6058.714844
	Iteration 10Q: 3 clusters Score -2.456506e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173270 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -24567654.000000 Penalty: 6058.714844
	Iteration 11Q: 3 clusters Score -2.456765e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175752 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -24568822.000000 Penalty: 6058.714844
	Iteration 12Q: 3 clusters Score -2.456882e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177814 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -24569530.000000 Penalty: 6058.714844
	Iteration 13Q: 3 clusters Score -2.456953e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179613 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -24570144.000000 Penalty: 6058.714844
	Iteration 14Q: 3 clusters Score -2.457014e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181211 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -24570570.000000 Penalty: 6058.714844
	Iteration 15Q: 3 clusters Score -2.457057e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182725 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -24570974.000000 Penalty: 6058.714844
	Iteration 16Q: 3 clusters Score -2.457097e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184128 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -24571344.000000 Penalty: 6058.714844
	Iteration 17Q: 3 clusters Score -2.457134e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185358 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -24571474.000000 Penalty: 6058.714844
	Iteration 18Q: 3 clusters Score -2.457147e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186458 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -24571670.000000 Penalty: 6058.714844
	Iteration 19Q: 3 clusters Score -2.457167e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187412 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -24571864.000000 Penalty: 6058.714844
	Iteration 20F: 3 clusters Score -2.457186e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188300 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -24571992.000000 Penalty: 6058.714844
	Iteration 21Q: 3 clusters Score -2.457199e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189046 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -24572112.000000 Penalty: 6058.714844
	Iteration 22Q: 3 clusters Score -2.457211e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189722 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -24572238.000000 Penalty: 6058.714844
	Iteration 23Q: 3 clusters Score -2.457224e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190315 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -24572308.000000 Penalty: 6058.714844
	Iteration 24Q: 3 clusters Score -2.457231e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190869 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -24572408.000000 Penalty: 6058.714844
	Iteration 25Q: 3 clusters Score -2.457241e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191405 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -24572456.000000 Penalty: 6058.714844
	Iteration 26Q: 3 clusters Score -2.457246e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191848 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -24572550.000000 Penalty: 6058.714844
	Iteration 27Q: 3 clusters Score -2.457255e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192239 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -24572622.000000 Penalty: 6058.714844
	Iteration 28Q: 3 clusters Score -2.457262e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192583 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -24572652.000000 Penalty: 6058.714844
	Iteration 29Q: 3 clusters Score -2.457265e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192869 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -24572736.000000 Penalty: 6058.714844
	Iteration 30Q: 3 clusters Score -2.457274e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193156 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -24572728.000000 Penalty: 6058.714844
	Iteration 31Q: 3 clusters Score -2.457273e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193428 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -24572760.000000 Penalty: 6058.714844
	Iteration 32Q: 3 clusters Score -2.457276e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193676 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -24572740.000000 Penalty: 6058.714844
	Iteration 33Q: 3 clusters Score -2.457274e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193880 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -24572796.000000 Penalty: 6058.714844
	Iteration 34Q: 3 clusters Score -2.45728e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194062 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -24572766.000000 Penalty: 6058.714844
	Iteration 35Q: 3 clusters Score -2.457277e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194248 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -24572828.000000 Penalty: 6058.714844
	Iteration 36Q: 3 clusters Score -2.457283e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194412 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -24572780.000000 Penalty: 6058.714844
	Iteration 37Q: 3 clusters Score -2.457278e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194568 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -24572774.000000 Penalty: 6058.714844
	Iteration 38Q: 3 clusters Score -2.457277e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194688 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -24572828.000000 Penalty: 6058.714844
	Iteration 39Q: 3 clusters Score -2.457283e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194787 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -24572860.000000 Penalty: 6058.714844
	Iteration 40F: 3 clusters Score -2.457286e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194886 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -24572880.000000 Penalty: 6058.714844
	Iteration 41Q: 3 clusters Score -2.457288e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194966 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -24572928.000000 Penalty: 6058.714844
	Iteration 42Q: 3 clusters Score -2.457293e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195046 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -24572902.000000 Penalty: 6058.714844
	Iteration 43Q: 3 clusters Score -2.45729e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195111 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -24572876.000000 Penalty: 6058.714844
	Iteration 44Q: 3 clusters Score -2.457288e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195158 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -24572878.000000 Penalty: 6058.714844
	Iteration 45Q: 3 clusters Score -2.457288e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195202 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -24572880.000000 Penalty: 6058.714844
	Iteration 46Q: 3 clusters Score -2.457288e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195244 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -24572868.000000 Penalty: 6058.714844
	Iteration 47Q: 3 clusters Score -2.457287e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195277 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -24572858.000000 Penalty: 6058.714844
	Iteration 48Q: 3 clusters Score -2.457286e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195310 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -24572884.000000 Penalty: 6058.714844
	Iteration 49Q: 3 clusters Score -2.457288e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195345 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -24572942.000000 Penalty: 6058.714844
	Iteration 50Q: 3 clusters Score -2.457294e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195372 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -24572942.000000 Penalty: 6058.714844
	Iteration 51Q: 3 clusters Score -2.457294e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195400 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -24572936.000000 Penalty: 6058.714844
	Iteration 52Q: 3 clusters Score -2.457294e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195425 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -24572932.000000 Penalty: 6058.714844
	Iteration 53Q: 3 clusters Score -2.457293e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195451 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -24572946.000000 Penalty: 6058.714844
	Iteration 54Q: 3 clusters Score -2.457295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195470 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -24572944.000000 Penalty: 6058.714844
	Iteration 55Q: 3 clusters Score -2.457294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195488 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -24572934.000000 Penalty: 6058.714844
	Iteration 56Q: 3 clusters Score -2.457293e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195503 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -24572940.000000 Penalty: 6058.714844
	Iteration 57Q: 3 clusters Score -2.457294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195519 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -24572928.000000 Penalty: 6058.714844
	Iteration 58Q: 3 clusters Score -2.457293e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195536 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -24572944.000000 Penalty: 6058.714844
	Iteration 59Q: 3 clusters Score -2.457294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195549 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -24572932.000000 Penalty: 6058.714844
	Iteration 60F: 3 clusters Score -2.457293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195562 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -24572946.000000 Penalty: 6058.714844
	Iteration 61Q: 3 clusters Score -2.457295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195571 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -24572948.000000 Penalty: 6058.714844
	Iteration 62Q: 3 clusters Score -2.457295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195580 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -24572950.000000 Penalty: 6058.714844
	Iteration 63Q: 3 clusters Score -2.457295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195585 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -24572944.000000 Penalty: 6058.714844
	Iteration 64Q: 3 clusters Score -2.457294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195591 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -24572962.000000 Penalty: 6058.714844
	Iteration 65Q: 3 clusters Score -2.457296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195594 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -24572956.000000 Penalty: 6058.714844
	Iteration 66Q: 3 clusters Score -2.457296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195594 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -24572956.000000 Penalty: 6058.714844
	Iteration 67F: 3 clusters Score -2.457296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 74808 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25779 members 
Mstep: Class 6 contains 219624 members 
Mstep: Class 7 contains 66414 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 11 contains 6230 members 
Mstep: Class 12 contains 195594 members 
Mstep: Class 13 contains 3735 members 
Mstep: Class 14 contains 261394 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 7836 members 
Mstep: Class 21 contains 2630 members 
Entering Unmasked Estep 
Score: -104296688.000000 Penalty: 57676.941406
Splitting cluster 12 changes total score from -104296608.000000 to -104296688.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 13 (3735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Entering Unmasked Estep 
Score: -426415.375000 Penalty: 2039.924683
	Iteration 0F: 2 clusters Score -426415.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -422682.968750 Penalty: 4079.849365
	Iteration 0F: 3 clusters Score -422683 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -423424.500000 Penalty: 4079.849365
	Iteration 1F: 3 clusters Score -423424.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -423604.875000 Penalty: 4079.849365
	Iteration 2F: 3 clusters Score -423604.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -423725.968750 Penalty: 4079.849365
	Iteration 3Q: 3 clusters Score -423726 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -423780.843750 Penalty: 4079.849365
	Iteration 4Q: 3 clusters Score -423780.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -423824.843750 Penalty: 4079.849365
	Iteration 5Q: 3 clusters Score -423824.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -423865.406250 Penalty: 4079.849365
	Iteration 6Q: 3 clusters Score -423865.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -423903.812500 Penalty: 4079.849365
	Iteration 7Q: 3 clusters Score -423903.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -423934.625000 Penalty: 4079.849365
	Iteration 8Q: 3 clusters Score -423934.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -423967.343750 Penalty: 4079.849365
	Iteration 9Q: 3 clusters Score -423967.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -423992.125000 Penalty: 4079.849365
	Iteration 10Q: 3 clusters Score -423992.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -424020.500000 Penalty: 4079.849365
	Iteration 11Q: 3 clusters Score -424020.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -424049.812500 Penalty: 4079.849365
	Iteration 12Q: 3 clusters Score -424049.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -424074.156250 Penalty: 4079.849365
	Iteration 13Q: 3 clusters Score -424074.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -424093.187500 Penalty: 4079.849365
	Iteration 14Q: 3 clusters Score -424093.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -424111.062500 Penalty: 4079.849365
	Iteration 15Q: 3 clusters Score -424111.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -424131.156250 Penalty: 4079.849365
	Iteration 16Q: 3 clusters Score -424131.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -424147.687500 Penalty: 4079.849365
	Iteration 17Q: 3 clusters Score -424147.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -424165.593750 Penalty: 4079.849365
	Iteration 18Q: 3 clusters Score -424165.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -424191.218750 Penalty: 4079.849365
	Iteration 19Q: 3 clusters Score -424191.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -424220.437500 Penalty: 4079.849365
	Iteration 20F: 3 clusters Score -424220.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -424240.312500 Penalty: 4079.849365
	Iteration 21Q: 3 clusters Score -424240.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -424257.593750 Penalty: 4079.849365
	Iteration 22Q: 3 clusters Score -424257.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -424273.500000 Penalty: 4079.849365
	Iteration 23Q: 3 clusters Score -424273.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -424294.375000 Penalty: 4079.849365
	Iteration 24Q: 3 clusters Score -424294.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -424316.843750 Penalty: 4079.849365
	Iteration 25Q: 3 clusters Score -424316.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -424336.156250 Penalty: 4079.849365
	Iteration 26Q: 3 clusters Score -424336.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -424355.875000 Penalty: 4079.849365
	Iteration 27Q: 3 clusters Score -424355.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -424375.125000 Penalty: 4079.849365
	Iteration 28Q: 3 clusters Score -424375.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -424386.343750 Penalty: 4079.849365
	Iteration 29Q: 3 clusters Score -424386.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -424398.531250 Penalty: 4079.849365
	Iteration 30Q: 3 clusters Score -424398.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -424409.781250 Penalty: 4079.849365
	Iteration 31Q: 3 clusters Score -424409.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -424420.000000 Penalty: 4079.849365
	Iteration 32Q: 3 clusters Score -424420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -424427.187500 Penalty: 4079.849365
	Iteration 33Q: 3 clusters Score -424427.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -424432.500000 Penalty: 4079.849365
	Iteration 34Q: 3 clusters Score -424432.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -424442.281250 Penalty: 4079.849365
	Iteration 35Q: 3 clusters Score -424442.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -424452.437500 Penalty: 4079.849365
	Iteration 36Q: 3 clusters Score -424452.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -424461.750000 Penalty: 4079.849365
	Iteration 37Q: 3 clusters Score -424461.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -424472.187500 Penalty: 4079.849365
	Iteration 38Q: 3 clusters Score -424472.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -424478.718750 Penalty: 4079.849365
	Iteration 39Q: 3 clusters Score -424478.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -424486.781250 Penalty: 4079.849365
	Iteration 40F: 3 clusters Score -424486.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -424495.312500 Penalty: 4079.849365
	Iteration 41Q: 3 clusters Score -424495.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -424505.062500 Penalty: 4079.849365
	Iteration 42Q: 3 clusters Score -424505.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -424521.156250 Penalty: 4079.849365
	Iteration 43Q: 3 clusters Score -424521.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -424534.968750 Penalty: 4079.849365
	Iteration 44Q: 3 clusters Score -424535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -424547.843750 Penalty: 4079.849365
	Iteration 45Q: 3 clusters Score -424547.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -424564.406250 Penalty: 4079.849365
	Iteration 46Q: 3 clusters Score -424564.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -424580.437500 Penalty: 4079.849365
	Iteration 47Q: 3 clusters Score -424580.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -424591.125000 Penalty: 4079.849365
	Iteration 48Q: 3 clusters Score -424591.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -424599.500000 Penalty: 4079.849365
	Iteration 49Q: 3 clusters Score -424599.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -424608.281250 Penalty: 4079.849365
	Iteration 50Q: 3 clusters Score -424608.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -424615.968750 Penalty: 4079.849365
	Iteration 51Q: 3 clusters Score -424616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -424623.093750 Penalty: 4079.849365
	Iteration 52Q: 3 clusters Score -424623.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -424629.281250 Penalty: 4079.849365
	Iteration 53Q: 3 clusters Score -424629.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -424631.562500 Penalty: 4079.849365
	Iteration 54Q: 3 clusters Score -424631.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -424634.843750 Penalty: 4079.849365
	Iteration 55Q: 3 clusters Score -424634.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -424635.531250 Penalty: 4079.849365
	Iteration 56Q: 3 clusters Score -424635.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -424637.812500 Penalty: 4079.849365
	Iteration 57Q: 3 clusters Score -424637.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -424637.625000 Penalty: 4079.849365
	Iteration 58Q: 3 clusters Score -424637.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -424639.812500 Penalty: 4079.849365
	Iteration 59Q: 3 clusters Score -424639.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -424641.218750 Penalty: 4079.849365
	Iteration 60F: 3 clusters Score -424641.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (261394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261394 members 
Entering Unmasked Estep 
Score: -31643996.000000 Penalty: 3093.498535
	Iteration 0F: 2 clusters Score -3.1644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130796 members 
Mstep: Class 2 contains 130598 members 
Entering Unmasked Estep 
Score: -31480766.000000 Penalty: 6186.997070
	Iteration 0F: 3 clusters Score -3.148077e+07 nChanged 126041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134041 members 
Mstep: Class 2 contains 127353 members 
Entering Unmasked Estep 
Score: -31556422.000000 Penalty: 6186.997070
	Iteration 1F: 3 clusters Score -3.155642e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136275 members 
Mstep: Class 2 contains 125119 members 
Entering Unmasked Estep 
Score: -31559252.000000 Penalty: 6186.997070
	Iteration 2Q: 3 clusters Score -3.155925e+07 nChanged 10356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139801 members 
Mstep: Class 2 contains 121593 members 
Entering Unmasked Estep 
Score: -31563248.000000 Penalty: 6186.997070
	Iteration 3Q: 3 clusters Score -3.156325e+07 nChanged 12782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145047 members 
Mstep: Class 2 contains 116347 members 
Entering Unmasked Estep 
Score: -31568872.000000 Penalty: 6186.997070
	Iteration 4Q: 3 clusters Score -3.156887e+07 nChanged 15514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152539 members 
Mstep: Class 2 contains 108855 members 
Entering Unmasked Estep 
Score: -31578302.000000 Penalty: 6186.997070
	Iteration 5F: 3 clusters Score -3.15783e+07 nChanged 17646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161811 members 
Mstep: Class 2 contains 99583 members 
Entering Unmasked Estep 
Score: -31590690.000000 Penalty: 6186.997070
	Iteration 6F: 3 clusters Score -3.159069e+07 nChanged 17914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171019 members 
Mstep: Class 2 contains 90375 members 
Entering Unmasked Estep 
Score: -31605258.000000 Penalty: 6186.997070
	Iteration 7F: 3 clusters Score -3.160526e+07 nChanged 15579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178062 members 
Mstep: Class 2 contains 83332 members 
Entering Unmasked Estep 
Score: -31615932.000000 Penalty: 6186.997070
	Iteration 8F: 3 clusters Score -3.161593e+07 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182947 members 
Mstep: Class 2 contains 78447 members 
Entering Unmasked Estep 
Score: -31620978.000000 Penalty: 6186.997070
	Iteration 9Q: 3 clusters Score -3.162098e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186903 members 
Mstep: Class 2 contains 74491 members 
Entering Unmasked Estep 
Score: -31623172.000000 Penalty: 6186.997070
	Iteration 10Q: 3 clusters Score -3.162317e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190533 members 
Mstep: Class 2 contains 70861 members 
Entering Unmasked Estep 
Score: -31624456.000000 Penalty: 6186.997070
	Iteration 11Q: 3 clusters Score -3.162446e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194033 members 
Mstep: Class 2 contains 67361 members 
Entering Unmasked Estep 
Score: -31625436.000000 Penalty: 6186.997070
	Iteration 12Q: 3 clusters Score -3.162544e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197537 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
Score: -31626382.000000 Penalty: 6186.997070
	Iteration 13Q: 3 clusters Score -3.162638e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200907 members 
Mstep: Class 2 contains 60487 members 
Entering Unmasked Estep 
Score: -31627228.000000 Penalty: 6186.997070
	Iteration 14Q: 3 clusters Score -3.162723e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204378 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -31628210.000000 Penalty: 6186.997070
	Iteration 15Q: 3 clusters Score -3.162821e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207827 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
Score: -31629106.000000 Penalty: 6186.997070
	Iteration 16Q: 3 clusters Score -3.162911e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211269 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -31629852.000000 Penalty: 6186.997070
	Iteration 17Q: 3 clusters Score -3.162985e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214687 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -31630716.000000 Penalty: 6186.997070
	Iteration 18Q: 3 clusters Score -3.163072e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217934 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -31631588.000000 Penalty: 6186.997070
	Iteration 19Q: 3 clusters Score -3.163159e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221065 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -31632382.000000 Penalty: 6186.997070
	Iteration 20F: 3 clusters Score -3.163238e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224118 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -31633146.000000 Penalty: 6186.997070
	Iteration 21Q: 3 clusters Score -3.163315e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227092 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -31633674.000000 Penalty: 6186.997070
	Iteration 22Q: 3 clusters Score -3.163367e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229804 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -31634496.000000 Penalty: 6186.997070
	Iteration 23Q: 3 clusters Score -3.16345e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232435 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -31635208.000000 Penalty: 6186.997070
	Iteration 24Q: 3 clusters Score -3.163521e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234991 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -31635920.000000 Penalty: 6186.997070
	Iteration 25Q: 3 clusters Score -3.163592e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237359 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -31636440.000000 Penalty: 6186.997070
	Iteration 26Q: 3 clusters Score -3.163644e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239560 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -31637068.000000 Penalty: 6186.997070
	Iteration 27Q: 3 clusters Score -3.163707e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241653 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -31637588.000000 Penalty: 6186.997070
	Iteration 28Q: 3 clusters Score -3.163759e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243521 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -31638254.000000 Penalty: 6186.997070
	Iteration 29Q: 3 clusters Score -3.163825e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245208 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -31638668.000000 Penalty: 6186.997070
	Iteration 30Q: 3 clusters Score -3.163867e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246778 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -31639056.000000 Penalty: 6186.997070
	Iteration 31Q: 3 clusters Score -3.163906e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248210 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -31639534.000000 Penalty: 6186.997070
	Iteration 32Q: 3 clusters Score -3.163953e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249499 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -31639992.000000 Penalty: 6186.997070
	Iteration 33Q: 3 clusters Score -3.163999e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250652 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -31640282.000000 Penalty: 6186.997070
	Iteration 34Q: 3 clusters Score -3.164028e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251679 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -31640446.000000 Penalty: 6186.997070
	Iteration 35Q: 3 clusters Score -3.164045e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252585 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -31640594.000000 Penalty: 6186.997070
	Iteration 36Q: 3 clusters Score -3.164059e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253383 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -31640850.000000 Penalty: 6186.997070
	Iteration 37Q: 3 clusters Score -3.164085e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254109 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -31641032.000000 Penalty: 6186.997070
	Iteration 38Q: 3 clusters Score -3.164103e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254745 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -31641122.000000 Penalty: 6186.997070
	Iteration 39Q: 3 clusters Score -3.164112e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255366 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -31641378.000000 Penalty: 6186.997070
	Iteration 40F: 3 clusters Score -3.164138e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255909 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -31641430.000000 Penalty: 6186.997070
	Iteration 41Q: 3 clusters Score -3.164143e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256363 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -31641526.000000 Penalty: 6186.997070
	Iteration 42Q: 3 clusters Score -3.164153e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256743 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -31641536.000000 Penalty: 6186.997070
	Iteration 43Q: 3 clusters Score -3.164154e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257092 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -31641590.000000 Penalty: 6186.997070
	Iteration 44Q: 3 clusters Score -3.164159e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257380 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -31641660.000000 Penalty: 6186.997070
	Iteration 45Q: 3 clusters Score -3.164166e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257633 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -31641708.000000 Penalty: 6186.997070
	Iteration 46Q: 3 clusters Score -3.164171e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257886 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -31641744.000000 Penalty: 6186.997070
	Iteration 47Q: 3 clusters Score -3.164174e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258101 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -31641776.000000 Penalty: 6186.997070
	Iteration 48Q: 3 clusters Score -3.164178e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258294 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -31641814.000000 Penalty: 6186.997070
	Iteration 49Q: 3 clusters Score -3.164181e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258451 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -31641846.000000 Penalty: 6186.997070
	Iteration 50Q: 3 clusters Score -3.164185e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258598 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -31641842.000000 Penalty: 6186.997070
	Iteration 51Q: 3 clusters Score -3.164184e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258718 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -31641934.000000 Penalty: 6186.997070
	Iteration 52Q: 3 clusters Score -3.164193e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258823 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -31641942.000000 Penalty: 6186.997070
	Iteration 53Q: 3 clusters Score -3.164194e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258915 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -31641924.000000 Penalty: 6186.997070
	Iteration 54Q: 3 clusters Score -3.164192e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258975 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -31641888.000000 Penalty: 6186.997070
	Iteration 55Q: 3 clusters Score -3.164189e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259030 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -31641896.000000 Penalty: 6186.997070
	Iteration 56Q: 3 clusters Score -3.16419e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259083 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -31641882.000000 Penalty: 6186.997070
	Iteration 57Q: 3 clusters Score -3.164188e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259119 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -31641870.000000 Penalty: 6186.997070
	Iteration 58Q: 3 clusters Score -3.164187e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259159 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -31641918.000000 Penalty: 6186.997070
	Iteration 59Q: 3 clusters Score -3.164192e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259197 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -31641928.000000 Penalty: 6186.997070
	Iteration 60F: 3 clusters Score -3.164193e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259228 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -31641908.000000 Penalty: 6186.997070
	Iteration 61Q: 3 clusters Score -3.164191e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259261 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -31641908.000000 Penalty: 6186.997070
	Iteration 62Q: 3 clusters Score -3.164191e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259291 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -31641962.000000 Penalty: 6186.997070
	Iteration 63Q: 3 clusters Score -3.164196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259313 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -31641938.000000 Penalty: 6186.997070
	Iteration 64Q: 3 clusters Score -3.164194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259327 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -31641952.000000 Penalty: 6186.997070
	Iteration 65Q: 3 clusters Score -3.164195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259338 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -31641930.000000 Penalty: 6186.997070
	Iteration 66Q: 3 clusters Score -3.164193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259351 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -31641960.000000 Penalty: 6186.997070
	Iteration 67Q: 3 clusters Score -3.164196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259361 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -31641970.000000 Penalty: 6186.997070
	Iteration 68Q: 3 clusters Score -3.164197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259370 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -31641984.000000 Penalty: 6186.997070
	Iteration 69Q: 3 clusters Score -3.164198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259376 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -31641982.000000 Penalty: 6186.997070
	Iteration 70Q: 3 clusters Score -3.164198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259383 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -31641948.000000 Penalty: 6186.997070
	Iteration 71Q: 3 clusters Score -3.164195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259390 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -31641960.000000 Penalty: 6186.997070
	Iteration 72Q: 3 clusters Score -3.164196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259403 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -31641960.000000 Penalty: 6186.997070
	Iteration 73Q: 3 clusters Score -3.164196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259414 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -31641958.000000 Penalty: 6186.997070
	Iteration 74Q: 3 clusters Score -3.164196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259425 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -31641960.000000 Penalty: 6186.997070
	Iteration 75Q: 3 clusters Score -3.164196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259435 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -31641942.000000 Penalty: 6186.997070
	Iteration 76Q: 3 clusters Score -3.164194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259445 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -31641942.000000 Penalty: 6186.997070
	Iteration 77Q: 3 clusters Score -3.164194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259454 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -31641976.000000 Penalty: 6186.997070
	Iteration 78Q: 3 clusters Score -3.164198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259458 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -31641978.000000 Penalty: 6186.997070
	Iteration 79Q: 3 clusters Score -3.164198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259461 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -31641982.000000 Penalty: 6186.997070
	Iteration 80F: 3 clusters Score -3.164198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259462 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -31641980.000000 Penalty: 6186.997070
	Iteration 81Q: 3 clusters Score -3.164198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259465 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -31641986.000000 Penalty: 6186.997070
	Iteration 82Q: 3 clusters Score -3.164199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259468 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -31641978.000000 Penalty: 6186.997070
	Iteration 83Q: 3 clusters Score -3.164198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259470 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -31641982.000000 Penalty: 6186.997070
	Iteration 84Q: 3 clusters Score -3.164198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259469 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -31641970.000000 Penalty: 6186.997070
	Iteration 85Q: 3 clusters Score -3.164197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259470 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -31641976.000000 Penalty: 6186.997070
	Iteration 86Q: 3 clusters Score -3.164198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259471 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -31641984.000000 Penalty: 6186.997070
	Iteration 87Q: 3 clusters Score -3.164198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259473 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -31641982.000000 Penalty: 6186.997070
	Iteration 88Q: 3 clusters Score -3.164198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259472 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -31641976.000000 Penalty: 6186.997070
	Iteration 89Q: 3 clusters Score -3.164198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259471 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -31641984.000000 Penalty: 6186.997070
	Iteration 90Q: 3 clusters Score -3.164198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259471 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -31641984.000000 Penalty: 6186.997070
	Iteration 91F: 3 clusters Score -3.164198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -96119.671875 Penalty: 1700.141357
	Iteration 0F: 2 clusters Score -96119.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -94238.335938 Penalty: 3400.282715
	Iteration 0F: 3 clusters Score -94238.34 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -94522.554688 Penalty: 3400.282715
	Iteration 1F: 3 clusters Score -94522.55 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -94645.976562 Penalty: 3400.282715
	Iteration 2F: 3 clusters Score -94645.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -94757.398438 Penalty: 3400.282715
	Iteration 3Q: 3 clusters Score -94757.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94816.554688 Penalty: 3400.282715
	Iteration 4Q: 3 clusters Score -94816.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -94866.578125 Penalty: 3400.282715
	Iteration 5Q: 3 clusters Score -94866.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -94912.804688 Penalty: 3400.282715
	Iteration 6Q: 3 clusters Score -94912.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -94951.062500 Penalty: 3400.282715
	Iteration 7Q: 3 clusters Score -94951.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -94991.796875 Penalty: 3400.282715
	Iteration 8Q: 3 clusters Score -94991.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -95026.335938 Penalty: 3400.282715
	Iteration 9Q: 3 clusters Score -95026.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -95055.023438 Penalty: 3400.282715
	Iteration 10Q: 3 clusters Score -95055.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -95074.984375 Penalty: 3400.282715
	Iteration 11Q: 3 clusters Score -95074.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -95086.960938 Penalty: 3400.282715
	Iteration 12Q: 3 clusters Score -95086.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -95098.898438 Penalty: 3400.282715
	Iteration 13Q: 3 clusters Score -95098.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -95113.562500 Penalty: 3400.282715
	Iteration 14Q: 3 clusters Score -95113.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -95128.796875 Penalty: 3400.282715
	Iteration 15Q: 3 clusters Score -95128.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -95145.664062 Penalty: 3400.282715
	Iteration 16Q: 3 clusters Score -95145.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -95173.085938 Penalty: 3400.282715
	Iteration 17Q: 3 clusters Score -95173.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95192.554688 Penalty: 3400.282715
	Iteration 18Q: 3 clusters Score -95192.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -95217.398438 Penalty: 3400.282715
	Iteration 19Q: 3 clusters Score -95217.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -95226.523438 Penalty: 3400.282715
	Iteration 20F: 3 clusters Score -95226.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -95244.046875 Penalty: 3400.282715
	Iteration 21Q: 3 clusters Score -95244.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -95252.789062 Penalty: 3400.282715
	Iteration 22Q: 3 clusters Score -95252.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -95261.171875 Penalty: 3400.282715
	Iteration 23Q: 3 clusters Score -95261.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -95268.148438 Penalty: 3400.282715
	Iteration 24Q: 3 clusters Score -95268.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -95271.257812 Penalty: 3400.282715
	Iteration 25Q: 3 clusters Score -95271.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -95282.335938 Penalty: 3400.282715
	Iteration 26Q: 3 clusters Score -95282.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -95297.000000 Penalty: 3400.282715
	Iteration 27Q: 3 clusters Score -95297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95303.570312 Penalty: 3400.282715
	Iteration 28Q: 3 clusters Score -95303.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -95309.125000 Penalty: 3400.282715
	Iteration 29Q: 3 clusters Score -95309.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95320.187500 Penalty: 3400.282715
	Iteration 30Q: 3 clusters Score -95320.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95324.585938 Penalty: 3400.282715
	Iteration 31Q: 3 clusters Score -95324.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -95329.343750 Penalty: 3400.282715
	Iteration 32Q: 3 clusters Score -95329.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95331.226562 Penalty: 3400.282715
	Iteration 33Q: 3 clusters Score -95331.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -95332.687500 Penalty: 3400.282715
	Iteration 34Q: 3 clusters Score -95332.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -95332.687500 Penalty: 3400.282715
	Iteration 35F: 3 clusters Score -95332.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Entering Unmasked Estep 
Score: -911121.937500 Penalty: 2223.687988
	Iteration 0F: 2 clusters Score -911121.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -904929.375000 Penalty: 4447.375977
	Iteration 0F: 3 clusters Score -904929.4 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -906657.875000 Penalty: 4447.375977
	Iteration 1F: 3 clusters Score -906657.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -907101.250000 Penalty: 4447.375977
	Iteration 2F: 3 clusters Score -907101.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -907582.875000 Penalty: 4447.375977
	Iteration 3F: 3 clusters Score -907582.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -908059.812500 Penalty: 4447.375977
	Iteration 4F: 3 clusters Score -908059.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -908480.437500 Penalty: 4447.375977
	Iteration 5F: 3 clusters Score -908480.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -908809.812500 Penalty: 4447.375977
	Iteration 6F: 3 clusters Score -908809.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -909088.500000 Penalty: 4447.375977
	Iteration 7Q: 3 clusters Score -909088.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -909290.312500 Penalty: 4447.375977
	Iteration 8Q: 3 clusters Score -909290.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -909435.812500 Penalty: 4447.375977
	Iteration 9Q: 3 clusters Score -909435.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -909550.875000 Penalty: 4447.375977
	Iteration 10Q: 3 clusters Score -909550.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -909629.812500 Penalty: 4447.375977
	Iteration 11Q: 3 clusters Score -909629.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -909693.250000 Penalty: 4447.375977
	Iteration 12Q: 3 clusters Score -909693.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -909736.625000 Penalty: 4447.375977
	Iteration 13Q: 3 clusters Score -909736.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -909766.375000 Penalty: 4447.375977
	Iteration 14Q: 3 clusters Score -909766.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -909784.312500 Penalty: 4447.375977
	Iteration 15Q: 3 clusters Score -909784.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -909803.312500 Penalty: 4447.375977
	Iteration 16Q: 3 clusters Score -909803.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -909815.125000 Penalty: 4447.375977
	Iteration 17Q: 3 clusters Score -909815.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -909828.812500 Penalty: 4447.375977
	Iteration 18Q: 3 clusters Score -909828.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -909840.750000 Penalty: 4447.375977
	Iteration 19Q: 3 clusters Score -909840.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -909853.062500 Penalty: 4447.375977
	Iteration 20F: 3 clusters Score -909853.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -909861.625000 Penalty: 4447.375977
	Iteration 21Q: 3 clusters Score -909861.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -909870.437500 Penalty: 4447.375977
	Iteration 22Q: 3 clusters Score -909870.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -909875.375000 Penalty: 4447.375977
	Iteration 23Q: 3 clusters Score -909875.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -909879.812500 Penalty: 4447.375977
	Iteration 24Q: 3 clusters Score -909879.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -909884.125000 Penalty: 4447.375977
	Iteration 25Q: 3 clusters Score -909884.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -909891.062500 Penalty: 4447.375977
	Iteration 26Q: 3 clusters Score -909891.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -909898.312500 Penalty: 4447.375977
	Iteration 27Q: 3 clusters Score -909898.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -909901.312500 Penalty: 4447.375977
	Iteration 28Q: 3 clusters Score -909901.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -909907.562500 Penalty: 4447.375977
	Iteration 29Q: 3 clusters Score -909907.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -909909.812500 Penalty: 4447.375977
	Iteration 30Q: 3 clusters Score -909909.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -909911.750000 Penalty: 4447.375977
	Iteration 31Q: 3 clusters Score -909911.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -909913.500000 Penalty: 4447.375977
	Iteration 32Q: 3 clusters Score -909913.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -909918.562500 Penalty: 4447.375977
	Iteration 33Q: 3 clusters Score -909918.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -909921.875000 Penalty: 4447.375977
	Iteration 34Q: 3 clusters Score -909921.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -909923.437500 Penalty: 4447.375977
	Iteration 35Q: 3 clusters Score -909923.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -909925.750000 Penalty: 4447.375977
	Iteration 36Q: 3 clusters Score -909925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -909925.562500 Penalty: 4447.375977
	Iteration 37Q: 3 clusters Score -909925.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -909928.562500 Penalty: 4447.375977
	Iteration 38Q: 3 clusters Score -909928.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -909927.500000 Penalty: 4447.375977
	Iteration 39Q: 3 clusters Score -909927.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -909929.000000 Penalty: 4447.375977
	Iteration 40F: 3 clusters Score -909929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -909930.812500 Penalty: 4447.375977
	Iteration 41Q: 3 clusters Score -909930.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -909930.812500 Penalty: 4447.375977
	Iteration 42F: 3 clusters Score -909930.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -287710.406250 Penalty: 1952.935303
	Iteration 0F: 2 clusters Score -287710.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -284721.656250 Penalty: 3905.870605
	Iteration 0F: 3 clusters Score -284721.7 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -285335.906250 Penalty: 3905.870605
	Iteration 1F: 3 clusters Score -285335.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -285521.906250 Penalty: 3905.870605
	Iteration 2F: 3 clusters Score -285521.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -285640.906250 Penalty: 3905.870605
	Iteration 3F: 3 clusters Score -285640.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -285714.625000 Penalty: 3905.870605
	Iteration 4Q: 3 clusters Score -285714.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -285762.187500 Penalty: 3905.870605
	Iteration 5Q: 3 clusters Score -285762.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -285787.531250 Penalty: 3905.870605
	Iteration 6Q: 3 clusters Score -285787.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -285809.500000 Penalty: 3905.870605
	Iteration 7Q: 3 clusters Score -285809.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -285835.312500 Penalty: 3905.870605
	Iteration 8Q: 3 clusters Score -285835.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -285861.468750 Penalty: 3905.870605
	Iteration 9Q: 3 clusters Score -285861.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -285884.593750 Penalty: 3905.870605
	Iteration 10Q: 3 clusters Score -285884.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -285903.312500 Penalty: 3905.870605
	Iteration 11Q: 3 clusters Score -285903.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -285915.906250 Penalty: 3905.870605
	Iteration 12Q: 3 clusters Score -285915.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -285935.843750 Penalty: 3905.870605
	Iteration 13Q: 3 clusters Score -285935.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -285947.062500 Penalty: 3905.870605
	Iteration 14Q: 3 clusters Score -285947.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -285957.031250 Penalty: 3905.870605
	Iteration 15Q: 3 clusters Score -285957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -285964.843750 Penalty: 3905.870605
	Iteration 16Q: 3 clusters Score -285964.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -285975.031250 Penalty: 3905.870605
	Iteration 17Q: 3 clusters Score -285975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -285982.500000 Penalty: 3905.870605
	Iteration 18Q: 3 clusters Score -285982.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -285989.281250 Penalty: 3905.870605
	Iteration 19Q: 3 clusters Score -285989.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -285992.250000 Penalty: 3905.870605
	Iteration 20F: 3 clusters Score -285992.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -285996.468750 Penalty: 3905.870605
	Iteration 21Q: 3 clusters Score -285996.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -286000.437500 Penalty: 3905.870605
	Iteration 22Q: 3 clusters Score -286000.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -286001.125000 Penalty: 3905.870605
	Iteration 23Q: 3 clusters Score -286001.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -286002.062500 Penalty: 3905.870605
	Iteration 24Q: 3 clusters Score -286002.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -286001.500000 Penalty: 3905.870605
	Iteration 25Q: 3 clusters Score -286001.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -286002.000000 Penalty: 3905.870605
	Iteration 26Q: 3 clusters Score -286002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -286002.562500 Penalty: 3905.870605
	Iteration 27Q: 3 clusters Score -286002.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -286003.062500 Penalty: 3905.870605
	Iteration 28Q: 3 clusters Score -286003.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -286003.062500 Penalty: 3905.870605
	Iteration 29F: 3 clusters Score -286003.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 74808 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25779 members 
Mstep: Class 6 contains 219624 members 
Mstep: Class 7 contains 66414 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 195594 members 
Mstep: Class 13 contains 3735 members 
Mstep: Class 14 contains 261394 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 7836 members 
Mstep: Class 21 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297008.000000 Penalty: 57676.941406
Iteration 119Q: 18 clusters Score -1.04297e+08 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 74722 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25732 members 
Mstep: Class 6 contains 219258 members 
Mstep: Class 7 contains 66289 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 196387 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 261179 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 7878 members 
Mstep: Class 21 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296744.000000 Penalty: 57676.941406
Iteration 120F: 18 clusters Score -1.042967e+08 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 74729 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 25704 members 
Mstep: Class 6 contains 218817 members 
Mstep: Class 7 contains 66187 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 11 contains 6280 members 
Mstep: Class 12 contains 197276 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 260794 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 17 contains 7908 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296840.000000 Penalty: 57676.941406
Iteration 121Q: 18 clusters Score -1.042968e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 74804 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 25672 members 
Mstep: Class 6 contains 218371 members 
Mstep: Class 7 contains 66097 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 769 members 
Mstep: Class 11 contains 6321 members 
Mstep: Class 12 contains 198183 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 260316 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 17 contains 7934 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296768.000000 Penalty: 57676.941406
Iteration 122Q: 18 clusters Score -1.042968e+08 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 74902 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 25637 members 
Mstep: Class 6 contains 217937 members 
Mstep: Class 7 contains 66043 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 6375 members 
Mstep: Class 12 contains 199079 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 259755 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 7972 members 
Mstep: Class 21 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296920.000000 Penalty: 57676.941406
Iteration 123Q: 18 clusters Score -1.042969e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 74988 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1888 members 
Mstep: Class 5 contains 25602 members 
Mstep: Class 6 contains 217511 members 
Mstep: Class 7 contains 66012 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 6444 members 
Mstep: Class 12 contains 200001 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 259132 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8011 members 
Mstep: Class 21 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297152.000000 Penalty: 57676.941406
Iteration 124Q: 18 clusters Score -1.042972e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 75074 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25578 members 
Mstep: Class 6 contains 217134 members 
Mstep: Class 7 contains 65979 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 6517 members 
Mstep: Class 12 contains 200844 members 
Mstep: Class 13 contains 3741 members 
Mstep: Class 14 contains 258523 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 21 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297384.000000 Penalty: 57676.941406
Iteration 125Q: 18 clusters Score -1.042974e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 75200 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25562 members 
Mstep: Class 6 contains 216771 members 
Mstep: Class 7 contains 65941 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 201674 members 
Mstep: Class 13 contains 3741 members 
Mstep: Class 14 contains 257874 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8095 members 
Mstep: Class 21 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297328.000000 Penalty: 57676.941406
Iteration 126Q: 18 clusters Score -1.042973e+08 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 75280 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25544 members 
Mstep: Class 6 contains 216432 members 
Mstep: Class 7 contains 65889 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 6661 members 
Mstep: Class 12 contains 202518 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 257242 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8141 members 
Mstep: Class 21 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297304.000000 Penalty: 57676.941406
Iteration 127Q: 18 clusters Score -1.042973e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 75401 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25522 members 
Mstep: Class 6 contains 216136 members 
Mstep: Class 7 contains 65843 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 6730 members 
Mstep: Class 12 contains 203328 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 256567 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8180 members 
Mstep: Class 21 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297224.000000 Penalty: 57676.941406
Iteration 128Q: 18 clusters Score -1.042972e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 75525 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25501 members 
Mstep: Class 6 contains 215898 members 
Mstep: Class 7 contains 65803 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 6798 members 
Mstep: Class 12 contains 204074 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 255891 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8218 members 
Mstep: Class 21 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297416.000000 Penalty: 57676.941406
Iteration 129Q: 18 clusters Score -1.042974e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 75664 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25481 members 
Mstep: Class 6 contains 215659 members 
Mstep: Class 7 contains 65791 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 6870 members 
Mstep: Class 12 contains 204741 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 255240 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8258 members 
Mstep: Class 21 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297640.000000 Penalty: 57676.941406
Iteration 130Q: 18 clusters Score -1.042976e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 75802 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25466 members 
Mstep: Class 6 contains 215469 members 
Mstep: Class 7 contains 65765 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 6932 members 
Mstep: Class 12 contains 205352 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 254628 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8290 members 
Mstep: Class 21 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297792.000000 Penalty: 57676.941406
Iteration 131Q: 18 clusters Score -1.042978e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 75945 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25443 members 
Mstep: Class 6 contains 215328 members 
Mstep: Class 7 contains 65741 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 205899 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 254023 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8320 members 
Mstep: Class 21 contains 2624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297928.000000 Penalty: 57676.941406
Iteration 132Q: 18 clusters Score -1.042979e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 76108 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25440 members 
Mstep: Class 6 contains 215183 members 
Mstep: Class 7 contains 65715 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7071 members 
Mstep: Class 12 contains 206411 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 253432 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8344 members 
Mstep: Class 21 contains 2624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297888.000000 Penalty: 57676.941406
Iteration 133Q: 18 clusters Score -1.042979e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 76277 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25433 members 
Mstep: Class 6 contains 215082 members 
Mstep: Class 7 contains 65707 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 206840 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 252851 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8378 members 
Mstep: Class 21 contains 2624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297864.000000 Penalty: 57676.941406
Iteration 134Q: 18 clusters Score -1.042979e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 76407 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25421 members 
Mstep: Class 6 contains 215003 members 
Mstep: Class 7 contains 65701 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7193 members 
Mstep: Class 12 contains 207204 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 252361 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8416 members 
Mstep: Class 21 contains 2624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297728.000000 Penalty: 57676.941406
Iteration 135Q: 18 clusters Score -1.042977e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 76533 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25414 members 
Mstep: Class 6 contains 214927 members 
Mstep: Class 7 contains 65689 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7243 members 
Mstep: Class 12 contains 207481 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 251965 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8455 members 
Mstep: Class 21 contains 2624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297672.000000 Penalty: 57676.941406
Iteration 136Q: 18 clusters Score -1.042977e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 76677 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25413 members 
Mstep: Class 6 contains 214877 members 
Mstep: Class 7 contains 65680 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7293 members 
Mstep: Class 12 contains 207728 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 251552 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8487 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297688.000000 Penalty: 57676.941406
Iteration 137Q: 18 clusters Score -1.042977e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 76791 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25410 members 
Mstep: Class 6 contains 214856 members 
Mstep: Class 7 contains 65676 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7338 members 
Mstep: Class 12 contains 207977 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 251150 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8511 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297896.000000 Penalty: 57676.941406
Iteration 138Q: 18 clusters Score -1.042979e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 76892 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25419 members 
Mstep: Class 6 contains 214824 members 
Mstep: Class 7 contains 65662 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7376 members 
Mstep: Class 12 contains 208156 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 250845 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8534 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297976.000000 Penalty: 57676.941406
Iteration 139Q: 18 clusters Score -1.04298e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 76987 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25429 members 
Mstep: Class 6 contains 214799 members 
Mstep: Class 7 contains 65662 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7410 members 
Mstep: Class 12 contains 208289 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 250571 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8560 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298160.000000 Penalty: 57676.941406
Iteration 140F: 18 clusters Score -1.042982e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 77113 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25436 members 
Mstep: Class 6 contains 214788 members 
Mstep: Class 7 contains 65659 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 208397 members 
Mstep: Class 13 contains 3750 members 
Mstep: Class 14 contains 250297 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8579 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298040.000000 Penalty: 57676.941406
Iteration 141Q: 18 clusters Score -1.04298e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 77224 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25438 members 
Mstep: Class 6 contains 214769 members 
Mstep: Class 7 contains 65652 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7480 members 
Mstep: Class 12 contains 208490 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 250046 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8609 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298048.000000 Penalty: 57676.941406
Iteration 142Q: 18 clusters Score -1.04298e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 77329 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25444 members 
Mstep: Class 6 contains 214774 members 
Mstep: Class 7 contains 65638 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 208546 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 249822 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8637 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298312.000000 Penalty: 57676.941406
Iteration 143Q: 18 clusters Score -1.042983e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 77417 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25446 members 
Mstep: Class 6 contains 214790 members 
Mstep: Class 7 contains 65620 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7565 members 
Mstep: Class 12 contains 208574 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 249630 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8670 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298280.000000 Penalty: 57676.941406
Iteration 144Q: 18 clusters Score -1.042983e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 77496 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25448 members 
Mstep: Class 6 contains 214815 members 
Mstep: Class 7 contains 65607 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7607 members 
Mstep: Class 12 contains 208583 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 249451 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8706 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298304.000000 Penalty: 57676.941406
Iteration 145Q: 18 clusters Score -1.042983e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 77585 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25447 members 
Mstep: Class 6 contains 214836 members 
Mstep: Class 7 contains 65596 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7642 members 
Mstep: Class 12 contains 208578 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 249287 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8743 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298304.000000 Penalty: 57676.941406
Iteration 146Q: 18 clusters Score -1.042983e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 77668 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25446 members 
Mstep: Class 6 contains 214874 members 
Mstep: Class 7 contains 65585 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7672 members 
Mstep: Class 12 contains 208551 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 249136 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298224.000000 Penalty: 57676.941406
Iteration 147Q: 18 clusters Score -1.042982e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 77786 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25449 members 
Mstep: Class 6 contains 214876 members 
Mstep: Class 7 contains 65584 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7697 members 
Mstep: Class 12 contains 208505 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 249004 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8816 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298288.000000 Penalty: 57676.941406
Iteration 148Q: 18 clusters Score -1.042983e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 77893 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25449 members 
Mstep: Class 6 contains 214891 members 
Mstep: Class 7 contains 65576 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7725 members 
Mstep: Class 12 contains 208441 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 248885 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8856 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298304.000000 Penalty: 57676.941406
Iteration 149Q: 18 clusters Score -1.042983e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 77997 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25441 members 
Mstep: Class 6 contains 214883 members 
Mstep: Class 7 contains 65558 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7747 members 
Mstep: Class 12 contains 208400 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 248799 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8890 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298368.000000 Penalty: 57676.941406
Iteration 150Q: 18 clusters Score -1.042984e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 78110 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25434 members 
Mstep: Class 6 contains 214917 members 
Mstep: Class 7 contains 65551 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7777 members 
Mstep: Class 12 contains 208333 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 248675 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8917 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298424.000000 Penalty: 57676.941406
Iteration 151Q: 18 clusters Score -1.042984e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 78219 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25431 members 
Mstep: Class 6 contains 214938 members 
Mstep: Class 7 contains 65542 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7807 members 
Mstep: Class 12 contains 208271 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 248558 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8948 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298480.000000 Penalty: 57676.941406
Iteration 152Q: 18 clusters Score -1.042985e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 78324 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25431 members 
Mstep: Class 6 contains 214971 members 
Mstep: Class 7 contains 65532 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7834 members 
Mstep: Class 12 contains 208207 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 248423 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 8992 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298760.000000 Penalty: 57676.941406
Iteration 153Q: 18 clusters Score -1.042988e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 78432 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25422 members 
Mstep: Class 6 contains 214993 members 
Mstep: Class 7 contains 65532 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7864 members 
Mstep: Class 12 contains 208170 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 248262 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9039 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298784.000000 Penalty: 57676.941406
Iteration 154Q: 18 clusters Score -1.042988e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 78532 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25427 members 
Mstep: Class 6 contains 215032 members 
Mstep: Class 7 contains 65529 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7888 members 
Mstep: Class 12 contains 208147 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 248087 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9072 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298728.000000 Penalty: 57676.941406
Iteration 155Q: 18 clusters Score -1.042987e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 78637 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25427 members 
Mstep: Class 6 contains 215051 members 
Mstep: Class 7 contains 65537 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7910 members 
Mstep: Class 12 contains 208095 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 247957 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9103 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298744.000000 Penalty: 57676.941406
Iteration 156Q: 18 clusters Score -1.042987e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 78746 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25434 members 
Mstep: Class 6 contains 215078 members 
Mstep: Class 7 contains 65528 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7934 members 
Mstep: Class 12 contains 208062 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 247800 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298768.000000 Penalty: 57676.941406
Iteration 157Q: 18 clusters Score -1.042988e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 78843 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 215114 members 
Mstep: Class 7 contains 65520 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7948 members 
Mstep: Class 12 contains 208031 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 247663 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9166 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298856.000000 Penalty: 57676.941406
Iteration 158Q: 18 clusters Score -1.042989e+08 nChanged 591
Entering ConstructFrom: 
Score: -104298856.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (4457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Entering Unmasked Estep 
Score: -507217.281250 Penalty: 2083.753418
	Iteration 0F: 2 clusters Score -507217.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -503081.625000 Penalty: 4167.506836
	Iteration 0F: 3 clusters Score -503081.6 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -504032.968750 Penalty: 4167.506836
	Iteration 1F: 3 clusters Score -504033 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -504224.500000 Penalty: 4167.506836
	Iteration 2F: 3 clusters Score -504224.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -504341.593750 Penalty: 4167.506836
	Iteration 3Q: 3 clusters Score -504341.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -504424.906250 Penalty: 4167.506836
	Iteration 4Q: 3 clusters Score -504424.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -504500.500000 Penalty: 4167.506836
	Iteration 5Q: 3 clusters Score -504500.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -504551.687500 Penalty: 4167.506836
	Iteration 6Q: 3 clusters Score -504551.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -504594.312500 Penalty: 4167.506836
	Iteration 7Q: 3 clusters Score -504594.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -504627.843750 Penalty: 4167.506836
	Iteration 8Q: 3 clusters Score -504627.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -504657.125000 Penalty: 4167.506836
	Iteration 9Q: 3 clusters Score -504657.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -504690.250000 Penalty: 4167.506836
	Iteration 10Q: 3 clusters Score -504690.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -504724.312500 Penalty: 4167.506836
	Iteration 11Q: 3 clusters Score -504724.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -504756.031250 Penalty: 4167.506836
	Iteration 12Q: 3 clusters Score -504756 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -504787.593750 Penalty: 4167.506836
	Iteration 13Q: 3 clusters Score -504787.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -504812.500000 Penalty: 4167.506836
	Iteration 14Q: 3 clusters Score -504812.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -504833.187500 Penalty: 4167.506836
	Iteration 15Q: 3 clusters Score -504833.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -504848.625000 Penalty: 4167.506836
	Iteration 16Q: 3 clusters Score -504848.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -504863.125000 Penalty: 4167.506836
	Iteration 17Q: 3 clusters Score -504863.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -504874.687500 Penalty: 4167.506836
	Iteration 18Q: 3 clusters Score -504874.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -504887.656250 Penalty: 4167.506836
	Iteration 19Q: 3 clusters Score -504887.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -504896.875000 Penalty: 4167.506836
	Iteration 20F: 3 clusters Score -504896.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -504903.156250 Penalty: 4167.506836
	Iteration 21Q: 3 clusters Score -504903.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -504906.531250 Penalty: 4167.506836
	Iteration 22Q: 3 clusters Score -504906.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -504908.031250 Penalty: 4167.506836
	Iteration 23Q: 3 clusters Score -504908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -504911.187500 Penalty: 4167.506836
	Iteration 24Q: 3 clusters Score -504911.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -504914.031250 Penalty: 4167.506836
	Iteration 25Q: 3 clusters Score -504914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -504917.750000 Penalty: 4167.506836
	Iteration 26Q: 3 clusters Score -504917.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -504920.781250 Penalty: 4167.506836
	Iteration 27Q: 3 clusters Score -504920.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -504923.812500 Penalty: 4167.506836
	Iteration 28Q: 3 clusters Score -504923.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -504927.000000 Penalty: 4167.506836
	Iteration 29Q: 3 clusters Score -504927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -504931.625000 Penalty: 4167.506836
	Iteration 30Q: 3 clusters Score -504931.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -504934.812500 Penalty: 4167.506836
	Iteration 31Q: 3 clusters Score -504934.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -504938.687500 Penalty: 4167.506836
	Iteration 32Q: 3 clusters Score -504938.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -504940.437500 Penalty: 4167.506836
	Iteration 33Q: 3 clusters Score -504940.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -504941.750000 Penalty: 4167.506836
	Iteration 34Q: 3 clusters Score -504941.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -504943.093750 Penalty: 4167.506836
	Iteration 35Q: 3 clusters Score -504943.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -504945.906250 Penalty: 4167.506836
	Iteration 36Q: 3 clusters Score -504945.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -504947.375000 Penalty: 4167.506836
	Iteration 37Q: 3 clusters Score -504947.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -504950.500000 Penalty: 4167.506836
	Iteration 38Q: 3 clusters Score -504950.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -504954.343750 Penalty: 4167.506836
	Iteration 39Q: 3 clusters Score -504954.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -504957.656250 Penalty: 4167.506836
	Iteration 40F: 3 clusters Score -504957.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -504959.156250 Penalty: 4167.506836
	Iteration 41Q: 3 clusters Score -504959.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -504960.937500 Penalty: 4167.506836
	Iteration 42Q: 3 clusters Score -504960.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -504963.843750 Penalty: 4167.506836
	Iteration 43Q: 3 clusters Score -504963.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -504965.343750 Penalty: 4167.506836
	Iteration 44Q: 3 clusters Score -504965.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -504968.843750 Penalty: 4167.506836
	Iteration 45Q: 3 clusters Score -504968.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -504972.031250 Penalty: 4167.506836
	Iteration 46Q: 3 clusters Score -504972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -504975.156250 Penalty: 4167.506836
	Iteration 47Q: 3 clusters Score -504975.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -504974.843750 Penalty: 4167.506836
	Iteration 48Q: 3 clusters Score -504974.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -504978.187500 Penalty: 4167.506836
	Iteration 49Q: 3 clusters Score -504978.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -504980.218750 Penalty: 4167.506836
	Iteration 50Q: 3 clusters Score -504980.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -504981.718750 Penalty: 4167.506836
	Iteration 51Q: 3 clusters Score -504981.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -504984.156250 Penalty: 4167.506836
	Iteration 52Q: 3 clusters Score -504984.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -504987.937500 Penalty: 4167.506836
	Iteration 53Q: 3 clusters Score -504987.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -504988.593750 Penalty: 4167.506836
	Iteration 54Q: 3 clusters Score -504988.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -504994.156250 Penalty: 4167.506836
	Iteration 55Q: 3 clusters Score -504994.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -505000.718750 Penalty: 4167.506836
	Iteration 56Q: 3 clusters Score -505000.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -505002.750000 Penalty: 4167.506836
	Iteration 57Q: 3 clusters Score -505002.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -505006.625000 Penalty: 4167.506836
	Iteration 58Q: 3 clusters Score -505006.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -505013.531250 Penalty: 4167.506836
	Iteration 59Q: 3 clusters Score -505013.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -505022.656250 Penalty: 4167.506836
	Iteration 60F: 3 clusters Score -505022.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -505032.718750 Penalty: 4167.506836
	Iteration 61Q: 3 clusters Score -505032.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -505047.843750 Penalty: 4167.506836
	Iteration 62Q: 3 clusters Score -505047.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -505058.156250 Penalty: 4167.506836
	Iteration 63Q: 3 clusters Score -505058.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -505068.625000 Penalty: 4167.506836
	Iteration 64Q: 3 clusters Score -505068.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -505080.187500 Penalty: 4167.506836
	Iteration 65Q: 3 clusters Score -505080.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -505091.031250 Penalty: 4167.506836
	Iteration 66Q: 3 clusters Score -505091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -505095.406250 Penalty: 4167.506836
	Iteration 67Q: 3 clusters Score -505095.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -505099.312500 Penalty: 4167.506836
	Iteration 68Q: 3 clusters Score -505099.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -505103.906250 Penalty: 4167.506836
	Iteration 69Q: 3 clusters Score -505103.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -505108.593750 Penalty: 4167.506836
	Iteration 70Q: 3 clusters Score -505108.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -505114.062500 Penalty: 4167.506836
	Iteration 71Q: 3 clusters Score -505114.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -505115.687500 Penalty: 4167.506836
	Iteration 72Q: 3 clusters Score -505115.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -505120.000000 Penalty: 4167.506836
	Iteration 73Q: 3 clusters Score -505120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -505124.906250 Penalty: 4167.506836
	Iteration 74Q: 3 clusters Score -505124.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -505127.312500 Penalty: 4167.506836
	Iteration 75Q: 3 clusters Score -505127.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -505128.531250 Penalty: 4167.506836
	Iteration 76Q: 3 clusters Score -505128.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -505131.218750 Penalty: 4167.506836
	Iteration 77Q: 3 clusters Score -505131.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -505133.843750 Penalty: 4167.506836
	Iteration 78Q: 3 clusters Score -505133.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -505135.718750 Penalty: 4167.506836
	Iteration 79Q: 3 clusters Score -505135.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -505139.656250 Penalty: 4167.506836
	Iteration 80F: 3 clusters Score -505139.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -505143.281250 Penalty: 4167.506836
	Iteration 81Q: 3 clusters Score -505143.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -505144.937500 Penalty: 4167.506836
	Iteration 82Q: 3 clusters Score -505144.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -505145.562500 Penalty: 4167.506836
	Iteration 83Q: 3 clusters Score -505145.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -505145.875000 Penalty: 4167.506836
	Iteration 84Q: 3 clusters Score -505145.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -505145.875000 Penalty: 4167.506836
	Iteration 85F: 3 clusters Score -505145.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (78948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78948 members 
Entering Unmasked Estep 
Score: -9391479.000000 Penalty: 2796.583008
	Iteration 0F: 2 clusters Score -9391479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -9338924.000000 Penalty: 5593.166016
	Iteration 0F: 3 clusters Score -9338924 nChanged 36814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -9359377.000000 Penalty: 5593.166016
	Iteration 1F: 3 clusters Score -9359377 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -9359988.000000 Penalty: 5593.166016
	Iteration 2Q: 3 clusters Score -9359988 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -9360436.000000 Penalty: 5593.166016
	Iteration 3Q: 3 clusters Score -9360436 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -9360970.000000 Penalty: 5593.166016
	Iteration 4Q: 3 clusters Score -9360970 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -9361522.000000 Penalty: 5593.166016
	Iteration 5Q: 3 clusters Score -9361522 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -9362323.000000 Penalty: 5593.166016
	Iteration 6Q: 3 clusters Score -9362323 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -9363288.000000 Penalty: 5593.166016
	Iteration 7Q: 3 clusters Score -9363288 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -9364603.000000 Penalty: 5593.166016
	Iteration 8Q: 3 clusters Score -9364603 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -9366342.000000 Penalty: 5593.166016
	Iteration 9Q: 3 clusters Score -9366342 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -9368417.000000 Penalty: 5593.166016
	Iteration 10F: 3 clusters Score -9368417 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -9370667.000000 Penalty: 5593.166016
	Iteration 11F: 3 clusters Score -9370667 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -9372710.000000 Penalty: 5593.166016
	Iteration 12F: 3 clusters Score -9372710 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -9374243.000000 Penalty: 5593.166016
	Iteration 13Q: 3 clusters Score -9374243 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -9375266.000000 Penalty: 5593.166016
	Iteration 14Q: 3 clusters Score -9375266 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -9376211.000000 Penalty: 5593.166016
	Iteration 15Q: 3 clusters Score -9376211 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -9377117.000000 Penalty: 5593.166016
	Iteration 16Q: 3 clusters Score -9377117 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -9377928.000000 Penalty: 5593.166016
	Iteration 17Q: 3 clusters Score -9377928 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -9378843.000000 Penalty: 5593.166016
	Iteration 18Q: 3 clusters Score -9378843 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -9379776.000000 Penalty: 5593.166016
	Iteration 19Q: 3 clusters Score -9379776 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -9380672.000000 Penalty: 5593.166016
	Iteration 20F: 3 clusters Score -9380672 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -9381567.000000 Penalty: 5593.166016
	Iteration 21Q: 3 clusters Score -9381567 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -9382443.000000 Penalty: 5593.166016
	Iteration 22Q: 3 clusters Score -9382443 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -9383261.000000 Penalty: 5593.166016
	Iteration 23Q: 3 clusters Score -9383261 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59306 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -9383867.000000 Penalty: 5593.166016
	Iteration 24Q: 3 clusters Score -9383867 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -9384515.000000 Penalty: 5593.166016
	Iteration 25Q: 3 clusters Score -9384515 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -9385065.000000 Penalty: 5593.166016
	Iteration 26Q: 3 clusters Score -9385065 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -9385533.000000 Penalty: 5593.166016
	Iteration 27Q: 3 clusters Score -9385533 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -9385945.000000 Penalty: 5593.166016
	Iteration 28Q: 3 clusters Score -9385945 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66311 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -9386294.000000 Penalty: 5593.166016
	Iteration 29Q: 3 clusters Score -9386294 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67379 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -9386625.000000 Penalty: 5593.166016
	Iteration 30Q: 3 clusters Score -9386625 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -9386863.000000 Penalty: 5593.166016
	Iteration 31Q: 3 clusters Score -9386863 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69144 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -9387145.000000 Penalty: 5593.166016
	Iteration 32Q: 3 clusters Score -9387145 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -9387324.000000 Penalty: 5593.166016
	Iteration 33Q: 3 clusters Score -9387324 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -9387523.000000 Penalty: 5593.166016
	Iteration 34Q: 3 clusters Score -9387523 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71234 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -9387688.000000 Penalty: 5593.166016
	Iteration 35Q: 3 clusters Score -9387688 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71802 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -9387875.000000 Penalty: 5593.166016
	Iteration 36Q: 3 clusters Score -9387875 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72291 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -9387980.000000 Penalty: 5593.166016
	Iteration 37Q: 3 clusters Score -9387980 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72735 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -9388068.000000 Penalty: 5593.166016
	Iteration 38Q: 3 clusters Score -9388068 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73142 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -9388216.000000 Penalty: 5593.166016
	Iteration 39Q: 3 clusters Score -9388216 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73492 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -9388308.000000 Penalty: 5593.166016
	Iteration 40F: 3 clusters Score -9388308 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73785 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -9388377.000000 Penalty: 5593.166016
	Iteration 41Q: 3 clusters Score -9388377 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74063 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -9388451.000000 Penalty: 5593.166016
	Iteration 42Q: 3 clusters Score -9388451 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74290 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -9388494.000000 Penalty: 5593.166016
	Iteration 43Q: 3 clusters Score -9388494 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -9388565.000000 Penalty: 5593.166016
	Iteration 44Q: 3 clusters Score -9388565 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -9388606.000000 Penalty: 5593.166016
	Iteration 45Q: 3 clusters Score -9388606 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -9388646.000000 Penalty: 5593.166016
	Iteration 46Q: 3 clusters Score -9388646 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -9388690.000000 Penalty: 5593.166016
	Iteration 47Q: 3 clusters Score -9388690 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -9388703.000000 Penalty: 5593.166016
	Iteration 48Q: 3 clusters Score -9388703 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75278 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -9388723.000000 Penalty: 5593.166016
	Iteration 49Q: 3 clusters Score -9388723 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -9388777.000000 Penalty: 5593.166016
	Iteration 50Q: 3 clusters Score -9388777 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75487 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -9388791.000000 Penalty: 5593.166016
	Iteration 51Q: 3 clusters Score -9388791 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75590 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -9388801.000000 Penalty: 5593.166016
	Iteration 52Q: 3 clusters Score -9388801 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75684 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -9388827.000000 Penalty: 5593.166016
	Iteration 53Q: 3 clusters Score -9388827 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -9388844.000000 Penalty: 5593.166016
	Iteration 54Q: 3 clusters Score -9388844 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75862 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -9388847.000000 Penalty: 5593.166016
	Iteration 55Q: 3 clusters Score -9388847 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -9388873.000000 Penalty: 5593.166016
	Iteration 56Q: 3 clusters Score -9388873 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75995 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -9388882.000000 Penalty: 5593.166016
	Iteration 57Q: 3 clusters Score -9388882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -9388886.000000 Penalty: 5593.166016
	Iteration 58Q: 3 clusters Score -9388886 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76104 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -9388910.000000 Penalty: 5593.166016
	Iteration 59Q: 3 clusters Score -9388910 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76163 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -9388919.000000 Penalty: 5593.166016
	Iteration 60F: 3 clusters Score -9388919 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76215 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -9388944.000000 Penalty: 5593.166016
	Iteration 61Q: 3 clusters Score -9388944 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76255 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -9388944.000000 Penalty: 5593.166016
	Iteration 62Q: 3 clusters Score -9388944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -9388960.000000 Penalty: 5593.166016
	Iteration 63Q: 3 clusters Score -9388960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -9388960.000000 Penalty: 5593.166016
	Iteration 64Q: 3 clusters Score -9388960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76358 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -9388974.000000 Penalty: 5593.166016
	Iteration 65Q: 3 clusters Score -9388974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -9388969.000000 Penalty: 5593.166016
	Iteration 66Q: 3 clusters Score -9388969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76419 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -9388987.000000 Penalty: 5593.166016
	Iteration 67Q: 3 clusters Score -9388987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -9388984.000000 Penalty: 5593.166016
	Iteration 68Q: 3 clusters Score -9388984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -9388976.000000 Penalty: 5593.166016
	Iteration 69Q: 3 clusters Score -9388976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76495 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -9388989.000000 Penalty: 5593.166016
	Iteration 70Q: 3 clusters Score -9388989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76515 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -9388980.000000 Penalty: 5593.166016
	Iteration 71Q: 3 clusters Score -9388980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76528 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -9388995.000000 Penalty: 5593.166016
	Iteration 72Q: 3 clusters Score -9388995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76540 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -9388993.000000 Penalty: 5593.166016
	Iteration 73Q: 3 clusters Score -9388993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76555 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -9388997.000000 Penalty: 5593.166016
	Iteration 74Q: 3 clusters Score -9388997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76567 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -9389002.000000 Penalty: 5593.166016
	Iteration 75Q: 3 clusters Score -9389002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76582 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -9389015.000000 Penalty: 5593.166016
	Iteration 76Q: 3 clusters Score -9389015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76597 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9389019.000000 Penalty: 5593.166016
	Iteration 77Q: 3 clusters Score -9389019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76611 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -9389010.000000 Penalty: 5593.166016
	Iteration 78Q: 3 clusters Score -9389010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76626 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -9389012.000000 Penalty: 5593.166016
	Iteration 79Q: 3 clusters Score -9389012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76642 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -9389019.000000 Penalty: 5593.166016
	Iteration 80F: 3 clusters Score -9389019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76657 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -9389007.000000 Penalty: 5593.166016
	Iteration 81Q: 3 clusters Score -9389007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76668 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -9389026.000000 Penalty: 5593.166016
	Iteration 82Q: 3 clusters Score -9389026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -9389032.000000 Penalty: 5593.166016
	Iteration 83Q: 3 clusters Score -9389032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -9389047.000000 Penalty: 5593.166016
	Iteration 84Q: 3 clusters Score -9389047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -9389053.000000 Penalty: 5593.166016
	Iteration 85Q: 3 clusters Score -9389053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76746 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -9389059.000000 Penalty: 5593.166016
	Iteration 86Q: 3 clusters Score -9389059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76773 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -9389072.000000 Penalty: 5593.166016
	Iteration 87Q: 3 clusters Score -9389072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76795 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -9389067.000000 Penalty: 5593.166016
	Iteration 88Q: 3 clusters Score -9389067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76808 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -9389081.000000 Penalty: 5593.166016
	Iteration 89Q: 3 clusters Score -9389081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76821 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -9389079.000000 Penalty: 5593.166016
	Iteration 90Q: 3 clusters Score -9389079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76835 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9389081.000000 Penalty: 5593.166016
	Iteration 91Q: 3 clusters Score -9389081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76845 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -9389079.000000 Penalty: 5593.166016
	Iteration 92Q: 3 clusters Score -9389079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76853 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -9389078.000000 Penalty: 5593.166016
	Iteration 93Q: 3 clusters Score -9389078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9389071.000000 Penalty: 5593.166016
	Iteration 94Q: 3 clusters Score -9389071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76874 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -9389079.000000 Penalty: 5593.166016
	Iteration 95Q: 3 clusters Score -9389079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76879 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -9389090.000000 Penalty: 5593.166016
	Iteration 96Q: 3 clusters Score -9389090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76884 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -9389091.000000 Penalty: 5593.166016
	Iteration 97Q: 3 clusters Score -9389091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76886 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -9389094.000000 Penalty: 5593.166016
	Iteration 98Q: 3 clusters Score -9389094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76892 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -9389098.000000 Penalty: 5593.166016
	Iteration 99Q: 3 clusters Score -9389098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76898 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -9389097.000000 Penalty: 5593.166016
	Iteration 100F: 3 clusters Score -9389097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76903 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9389102.000000 Penalty: 5593.166016
	Iteration 101Q: 3 clusters Score -9389102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -9389095.000000 Penalty: 5593.166016
	Iteration 102Q: 3 clusters Score -9389095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76926 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -9389096.000000 Penalty: 5593.166016
	Iteration 103Q: 3 clusters Score -9389096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76945 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9389101.000000 Penalty: 5593.166016
	Iteration 104Q: 3 clusters Score -9389101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76964 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9389103.000000 Penalty: 5593.166016
	Iteration 105Q: 3 clusters Score -9389103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76976 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -9389109.000000 Penalty: 5593.166016
	Iteration 106Q: 3 clusters Score -9389109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76991 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -9389113.000000 Penalty: 5593.166016
	Iteration 107Q: 3 clusters Score -9389113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77003 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -9389115.000000 Penalty: 5593.166016
	Iteration 108Q: 3 clusters Score -9389115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77012 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -9389113.000000 Penalty: 5593.166016
	Iteration 109Q: 3 clusters Score -9389113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9389111.000000 Penalty: 5593.166016
	Iteration 110Q: 3 clusters Score -9389111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77031 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9389127.000000 Penalty: 5593.166016
	Iteration 111Q: 3 clusters Score -9389127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77045 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -9389126.000000 Penalty: 5593.166016
	Iteration 112Q: 3 clusters Score -9389126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77056 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9389129.000000 Penalty: 5593.166016
	Iteration 113Q: 3 clusters Score -9389129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -9389130.000000 Penalty: 5593.166016
	Iteration 114Q: 3 clusters Score -9389130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -9389133.000000 Penalty: 5593.166016
	Iteration 115Q: 3 clusters Score -9389133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77096 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9389122.000000 Penalty: 5593.166016
	Iteration 116Q: 3 clusters Score -9389122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77101 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -9389135.000000 Penalty: 5593.166016
	Iteration 117Q: 3 clusters Score -9389135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77108 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -9389125.000000 Penalty: 5593.166016
	Iteration 118Q: 3 clusters Score -9389125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -9389132.000000 Penalty: 5593.166016
	Iteration 119Q: 3 clusters Score -9389132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -9389135.000000 Penalty: 5593.166016
	Iteration 120F: 3 clusters Score -9389135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -9389125.000000 Penalty: 5593.166016
	Iteration 121Q: 3 clusters Score -9389125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -9389127.000000 Penalty: 5593.166016
	Iteration 122Q: 3 clusters Score -9389127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -9389139.000000 Penalty: 5593.166016
	Iteration 123Q: 3 clusters Score -9389139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9389145.000000 Penalty: 5593.166016
	Iteration 124Q: 3 clusters Score -9389145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -9389141.000000 Penalty: 5593.166016
	Iteration 125Q: 3 clusters Score -9389141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -9389162.000000 Penalty: 5593.166016
	Iteration 126Q: 3 clusters Score -9389162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77159 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9389157.000000 Penalty: 5593.166016
	Iteration 127Q: 3 clusters Score -9389157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77162 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9389168.000000 Penalty: 5593.166016
	Iteration 128Q: 3 clusters Score -9389168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9389164.000000 Penalty: 5593.166016
	Iteration 129Q: 3 clusters Score -9389164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77179 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -9389170.000000 Penalty: 5593.166016
	Iteration 130Q: 3 clusters Score -9389170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77183 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -9389176.000000 Penalty: 5593.166016
	Iteration 131Q: 3 clusters Score -9389176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77190 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -9389178.000000 Penalty: 5593.166016
	Iteration 132Q: 3 clusters Score -9389178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -9389177.000000 Penalty: 5593.166016
	Iteration 133Q: 3 clusters Score -9389177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77205 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -9389191.000000 Penalty: 5593.166016
	Iteration 134Q: 3 clusters Score -9389191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77206 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -9389194.000000 Penalty: 5593.166016
	Iteration 135Q: 3 clusters Score -9389194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77209 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -9389192.000000 Penalty: 5593.166016
	Iteration 136Q: 3 clusters Score -9389192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77211 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -9389192.000000 Penalty: 5593.166016
	Iteration 137Q: 3 clusters Score -9389192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -9389190.000000 Penalty: 5593.166016
	Iteration 138Q: 3 clusters Score -9389190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -9389187.000000 Penalty: 5593.166016
	Iteration 139Q: 3 clusters Score -9389187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77218 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -9389198.000000 Penalty: 5593.166016
	Iteration 140F: 3 clusters Score -9389198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77220 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -9389190.000000 Penalty: 5593.166016
	Iteration 141Q: 3 clusters Score -9389190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77222 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -9389193.000000 Penalty: 5593.166016
	Iteration 142Q: 3 clusters Score -9389193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -9389197.000000 Penalty: 5593.166016
	Iteration 143Q: 3 clusters Score -9389197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77227 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9389193.000000 Penalty: 5593.166016
	Iteration 144Q: 3 clusters Score -9389193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77233 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -9389198.000000 Penalty: 5593.166016
	Iteration 145Q: 3 clusters Score -9389198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77235 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -9389203.000000 Penalty: 5593.166016
	Iteration 146Q: 3 clusters Score -9389203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77239 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -9389199.000000 Penalty: 5593.166016
	Iteration 147Q: 3 clusters Score -9389199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77241 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9389197.000000 Penalty: 5593.166016
	Iteration 148Q: 3 clusters Score -9389197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77241 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9389199.000000 Penalty: 5593.166016
	Iteration 149Q: 3 clusters Score -9389199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77243 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -9389200.000000 Penalty: 5593.166016
	Iteration 150Q: 3 clusters Score -9389200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9389190.000000 Penalty: 5593.166016
	Iteration 151Q: 3 clusters Score -9389190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77248 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -9389199.000000 Penalty: 5593.166016
	Iteration 152Q: 3 clusters Score -9389199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -9389197.000000 Penalty: 5593.166016
	Iteration 153Q: 3 clusters Score -9389197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77258 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -9389203.000000 Penalty: 5593.166016
	Iteration 154Q: 3 clusters Score -9389203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77265 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -9389201.000000 Penalty: 5593.166016
	Iteration 155Q: 3 clusters Score -9389201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -9389209.000000 Penalty: 5593.166016
	Iteration 156Q: 3 clusters Score -9389209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -9389214.000000 Penalty: 5593.166016
	Iteration 157Q: 3 clusters Score -9389214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77274 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9389200.000000 Penalty: 5593.166016
	Iteration 158Q: 3 clusters Score -9389200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77277 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9389201.000000 Penalty: 5593.166016
	Iteration 159Q: 3 clusters Score -9389201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -9389209.000000 Penalty: 5593.166016
	Iteration 160F: 3 clusters Score -9389209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -9389214.000000 Penalty: 5593.166016
	Iteration 161Q: 3 clusters Score -9389214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77285 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -9389214.000000 Penalty: 5593.166016
	Iteration 162Q: 3 clusters Score -9389214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77291 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -9389203.000000 Penalty: 5593.166016
	Iteration 163Q: 3 clusters Score -9389203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -9389211.000000 Penalty: 5593.166016
	Iteration 164Q: 3 clusters Score -9389211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77293 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -9389207.000000 Penalty: 5593.166016
	Iteration 165Q: 3 clusters Score -9389207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77295 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -9389207.000000 Penalty: 5593.166016
	Iteration 166Q: 3 clusters Score -9389207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77297 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -9389213.000000 Penalty: 5593.166016
	Iteration 167Q: 3 clusters Score -9389213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77299 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -9389218.000000 Penalty: 5593.166016
	Iteration 168Q: 3 clusters Score -9389218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -9389213.000000 Penalty: 5593.166016
	Iteration 169Q: 3 clusters Score -9389213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -9389217.000000 Penalty: 5593.166016
	Iteration 170Q: 3 clusters Score -9389217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77300 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -9389213.000000 Penalty: 5593.166016
	Iteration 171Q: 3 clusters Score -9389213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77299 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -9389212.000000 Penalty: 5593.166016
	Iteration 172Q: 3 clusters Score -9389212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77299 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -9389212.000000 Penalty: 5593.166016
	Iteration 173F: 3 clusters Score -9389212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -56436.894531 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -56436.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -54868.906250 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -54868.91 nChanged 120
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: -55062.078125 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -55062.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -55135.878906 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -55135.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -55214.011719 Penalty: 3150.904053
	Iteration 3Q: 3 clusters Score -55214.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -55298.816406 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -55298.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -55436.359375 Penalty: 3150.904053
	Iteration 5F: 3 clusters Score -55436.36 nChanged 26
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: -55556.804688 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -55556.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -55630.238281 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -55630.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -55738.597656 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -55738.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -55806.402344 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -55806.4 nChanged 7
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: -55835.203125 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -55835.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -55861.289062 Penalty: 3150.904053
	Iteration 11Q: 3 clusters Score -55861.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -55870.929688 Penalty: 3150.904053
	Iteration 12Q: 3 clusters Score -55870.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -55871.140625 Penalty: 3150.904053
	Iteration 13F: 3 clusters Score -55871.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -55874.324219 Penalty: 3150.904053
	Iteration 14Q: 3 clusters Score -55874.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55882.390625 Penalty: 3150.904053
	Iteration 15Q: 3 clusters Score -55882.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -55891.765625 Penalty: 3150.904053
	Iteration 16Q: 3 clusters Score -55891.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -55895.121094 Penalty: 3150.904053
	Iteration 17Q: 3 clusters Score -55895.12 nChanged 2
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: -55906.347656 Penalty: 3150.904053
	Iteration 18Q: 3 clusters Score -55906.35 nChanged 0
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: -55906.347656 Penalty: 3150.904053
	Iteration 19F: 3 clusters Score -55906.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Entering Unmasked Estep 
Score: -204325.218750 Penalty: 1870.600464
	Iteration 0F: 2 clusters Score -204325.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -201797.406250 Penalty: 3741.200928
	Iteration 0F: 3 clusters Score -201797.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -202273.875000 Penalty: 3741.200928
	Iteration 1F: 3 clusters Score -202273.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -202471.765625 Penalty: 3741.200928
	Iteration 2F: 3 clusters Score -202471.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -202594.000000 Penalty: 3741.200928
	Iteration 3F: 3 clusters Score -202594 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -202668.687500 Penalty: 3741.200928
	Iteration 4Q: 3 clusters Score -202668.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -202728.656250 Penalty: 3741.200928
	Iteration 5Q: 3 clusters Score -202728.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -202781.953125 Penalty: 3741.200928
	Iteration 6Q: 3 clusters Score -202782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -202815.890625 Penalty: 3741.200928
	Iteration 7Q: 3 clusters Score -202815.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -202841.218750 Penalty: 3741.200928
	Iteration 8Q: 3 clusters Score -202841.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -202858.171875 Penalty: 3741.200928
	Iteration 9Q: 3 clusters Score -202858.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -202874.218750 Penalty: 3741.200928
	Iteration 10Q: 3 clusters Score -202874.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -202893.328125 Penalty: 3741.200928
	Iteration 11Q: 3 clusters Score -202893.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -202910.203125 Penalty: 3741.200928
	Iteration 12Q: 3 clusters Score -202910.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -202919.890625 Penalty: 3741.200928
	Iteration 13Q: 3 clusters Score -202919.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -202923.531250 Penalty: 3741.200928
	Iteration 14Q: 3 clusters Score -202923.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -202927.890625 Penalty: 3741.200928
	Iteration 15Q: 3 clusters Score -202927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -202929.968750 Penalty: 3741.200928
	Iteration 16Q: 3 clusters Score -202930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -202932.062500 Penalty: 3741.200928
	Iteration 17Q: 3 clusters Score -202932.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -202932.296875 Penalty: 3741.200928
	Iteration 18Q: 3 clusters Score -202932.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -202932.812500 Penalty: 3741.200928
	Iteration 19Q: 3 clusters Score -202932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -202933.875000 Penalty: 3741.200928
	Iteration 20F: 3 clusters Score -202933.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Entering Unmasked Estep 
Score: -3127138.500000 Penalty: 2515.702148
	Iteration 0F: 2 clusters Score -3127138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3109687.750000 Penalty: 5031.404297
	Iteration 0F: 3 clusters Score -3109688 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -3115817.750000 Penalty: 5031.404297
	Iteration 1F: 3 clusters Score -3115818 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3116355.500000 Penalty: 5031.404297
	Iteration 2Q: 3 clusters Score -3116356 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3116877.750000 Penalty: 5031.404297
	Iteration 3Q: 3 clusters Score -3116878 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3117444.750000 Penalty: 5031.404297
	Iteration 4Q: 3 clusters Score -3117445 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -3118097.750000 Penalty: 5031.404297
	Iteration 5F: 3 clusters Score -3118098 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3118887.250000 Penalty: 5031.404297
	Iteration 6F: 3 clusters Score -3118887 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -3119872.000000 Penalty: 5031.404297
	Iteration 7F: 3 clusters Score -3119872 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -3121178.500000 Penalty: 5031.404297
	Iteration 8F: 3 clusters Score -3121178 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3122465.500000 Penalty: 5031.404297
	Iteration 9F: 3 clusters Score -3122466 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -3123284.000000 Penalty: 5031.404297
	Iteration 10F: 3 clusters Score -3123284 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -3123662.250000 Penalty: 5031.404297
	Iteration 11Q: 3 clusters Score -3123662 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -3123830.000000 Penalty: 5031.404297
	Iteration 12Q: 3 clusters Score -3123830 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -3123912.750000 Penalty: 5031.404297
	Iteration 13Q: 3 clusters Score -3123913 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -3123962.250000 Penalty: 5031.404297
	Iteration 14Q: 3 clusters Score -3123962 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -3124015.000000 Penalty: 5031.404297
	Iteration 15Q: 3 clusters Score -3124015 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -3124046.500000 Penalty: 5031.404297
	Iteration 16Q: 3 clusters Score -3124046 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -3124092.000000 Penalty: 5031.404297
	Iteration 17Q: 3 clusters Score -3124092 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3124138.750000 Penalty: 5031.404297
	Iteration 18Q: 3 clusters Score -3124139 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -3124172.250000 Penalty: 5031.404297
	Iteration 19Q: 3 clusters Score -3124172 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -3124211.500000 Penalty: 5031.404297
	Iteration 20F: 3 clusters Score -3124212 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -3124258.750000 Penalty: 5031.404297
	Iteration 21Q: 3 clusters Score -3124259 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -3124307.750000 Penalty: 5031.404297
	Iteration 22Q: 3 clusters Score -3124308 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -3124339.000000 Penalty: 5031.404297
	Iteration 23Q: 3 clusters Score -3124339 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -3124368.500000 Penalty: 5031.404297
	Iteration 24Q: 3 clusters Score -3124368 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -3124401.500000 Penalty: 5031.404297
	Iteration 25Q: 3 clusters Score -3124402 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3124435.000000 Penalty: 5031.404297
	Iteration 26Q: 3 clusters Score -3124435 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3124464.250000 Penalty: 5031.404297
	Iteration 27Q: 3 clusters Score -3124464 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3124491.750000 Penalty: 5031.404297
	Iteration 28Q: 3 clusters Score -3124492 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -3124520.250000 Penalty: 5031.404297
	Iteration 29Q: 3 clusters Score -3124520 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3124541.500000 Penalty: 5031.404297
	Iteration 30Q: 3 clusters Score -3124542 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -3124566.000000 Penalty: 5031.404297
	Iteration 31Q: 3 clusters Score -3124566 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3124582.250000 Penalty: 5031.404297
	Iteration 32Q: 3 clusters Score -3124582 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -3124602.500000 Penalty: 5031.404297
	Iteration 33Q: 3 clusters Score -3124602 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -3124621.500000 Penalty: 5031.404297
	Iteration 34Q: 3 clusters Score -3124622 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3124638.750000 Penalty: 5031.404297
	Iteration 35Q: 3 clusters Score -3124639 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3124668.000000 Penalty: 5031.404297
	Iteration 36Q: 3 clusters Score -3124668 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3124697.750000 Penalty: 5031.404297
	Iteration 37Q: 3 clusters Score -3124698 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -3124705.750000 Penalty: 5031.404297
	Iteration 38Q: 3 clusters Score -3124706 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -3124725.500000 Penalty: 5031.404297
	Iteration 39Q: 3 clusters Score -3124726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3124751.000000 Penalty: 5031.404297
	Iteration 40F: 3 clusters Score -3124751 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -3124751.250000 Penalty: 5031.404297
	Iteration 41Q: 3 clusters Score -3124751 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -3124782.000000 Penalty: 5031.404297
	Iteration 42Q: 3 clusters Score -3124782 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3124808.500000 Penalty: 5031.404297
	Iteration 43Q: 3 clusters Score -3124808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3124835.250000 Penalty: 5031.404297
	Iteration 44Q: 3 clusters Score -3124835 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3124849.750000 Penalty: 5031.404297
	Iteration 45Q: 3 clusters Score -3124850 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3124861.250000 Penalty: 5031.404297
	Iteration 46Q: 3 clusters Score -3124861 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3124887.750000 Penalty: 5031.404297
	Iteration 47Q: 3 clusters Score -3124888 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -3124906.000000 Penalty: 5031.404297
	Iteration 48Q: 3 clusters Score -3124906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3124929.750000 Penalty: 5031.404297
	Iteration 49Q: 3 clusters Score -3124930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3124948.250000 Penalty: 5031.404297
	Iteration 50Q: 3 clusters Score -3124948 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3124975.750000 Penalty: 5031.404297
	Iteration 51Q: 3 clusters Score -3124976 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3124995.750000 Penalty: 5031.404297
	Iteration 52Q: 3 clusters Score -3124996 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3125030.250000 Penalty: 5031.404297
	Iteration 53Q: 3 clusters Score -3125030 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3125053.500000 Penalty: 5031.404297
	Iteration 54Q: 3 clusters Score -3125054 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3125088.750000 Penalty: 5031.404297
	Iteration 55Q: 3 clusters Score -3125089 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3125100.500000 Penalty: 5031.404297
	Iteration 56Q: 3 clusters Score -3125100 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3125120.000000 Penalty: 5031.404297
	Iteration 57Q: 3 clusters Score -3125120 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3125130.250000 Penalty: 5031.404297
	Iteration 58Q: 3 clusters Score -3125130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3125138.250000 Penalty: 5031.404297
	Iteration 59Q: 3 clusters Score -3125138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3125149.000000 Penalty: 5031.404297
	Iteration 60F: 3 clusters Score -3125149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3125159.500000 Penalty: 5031.404297
	Iteration 61Q: 3 clusters Score -3125160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3125164.000000 Penalty: 5031.404297
	Iteration 62Q: 3 clusters Score -3125164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3125172.750000 Penalty: 5031.404297
	Iteration 63Q: 3 clusters Score -3125173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3125176.500000 Penalty: 5031.404297
	Iteration 64Q: 3 clusters Score -3125176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3125188.000000 Penalty: 5031.404297
	Iteration 65Q: 3 clusters Score -3125188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3125199.000000 Penalty: 5031.404297
	Iteration 66Q: 3 clusters Score -3125199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3125208.000000 Penalty: 5031.404297
	Iteration 67Q: 3 clusters Score -3125208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3125214.500000 Penalty: 5031.404297
	Iteration 68Q: 3 clusters Score -3125214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3125225.500000 Penalty: 5031.404297
	Iteration 69Q: 3 clusters Score -3125226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3125246.250000 Penalty: 5031.404297
	Iteration 70Q: 3 clusters Score -3125246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3125252.500000 Penalty: 5031.404297
	Iteration 71Q: 3 clusters Score -3125252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3125264.000000 Penalty: 5031.404297
	Iteration 72Q: 3 clusters Score -3125264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3125271.000000 Penalty: 5031.404297
	Iteration 73Q: 3 clusters Score -3125271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3125285.250000 Penalty: 5031.404297
	Iteration 74Q: 3 clusters Score -3125285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3125286.750000 Penalty: 5031.404297
	Iteration 75Q: 3 clusters Score -3125287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3125302.500000 Penalty: 5031.404297
	Iteration 76Q: 3 clusters Score -3125302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3125297.750000 Penalty: 5031.404297
	Iteration 77Q: 3 clusters Score -3125298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3125309.500000 Penalty: 5031.404297
	Iteration 78Q: 3 clusters Score -3125310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3125309.500000 Penalty: 5031.404297
	Iteration 79Q: 3 clusters Score -3125310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3125321.000000 Penalty: 5031.404297
	Iteration 80F: 3 clusters Score -3125321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3125322.250000 Penalty: 5031.404297
	Iteration 81Q: 3 clusters Score -3125322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3125335.250000 Penalty: 5031.404297
	Iteration 82Q: 3 clusters Score -3125335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3125345.750000 Penalty: 5031.404297
	Iteration 83Q: 3 clusters Score -3125346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3125353.500000 Penalty: 5031.404297
	Iteration 84Q: 3 clusters Score -3125354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3125361.250000 Penalty: 5031.404297
	Iteration 85Q: 3 clusters Score -3125361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3125365.000000 Penalty: 5031.404297
	Iteration 86Q: 3 clusters Score -3125365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3125363.000000 Penalty: 5031.404297
	Iteration 87Q: 3 clusters Score -3125363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3125374.750000 Penalty: 5031.404297
	Iteration 88Q: 3 clusters Score -3125375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3125373.750000 Penalty: 5031.404297
	Iteration 89Q: 3 clusters Score -3125374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3125377.000000 Penalty: 5031.404297
	Iteration 90Q: 3 clusters Score -3125377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3125383.000000 Penalty: 5031.404297
	Iteration 91Q: 3 clusters Score -3125383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3125382.250000 Penalty: 5031.404297
	Iteration 92Q: 3 clusters Score -3125382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3125390.000000 Penalty: 5031.404297
	Iteration 93Q: 3 clusters Score -3125390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3125386.000000 Penalty: 5031.404297
	Iteration 94Q: 3 clusters Score -3125386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3125385.750000 Penalty: 5031.404297
	Iteration 95Q: 3 clusters Score -3125386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3125392.750000 Penalty: 5031.404297
	Iteration 96Q: 3 clusters Score -3125393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3125398.000000 Penalty: 5031.404297
	Iteration 97Q: 3 clusters Score -3125398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3125394.250000 Penalty: 5031.404297
	Iteration 98Q: 3 clusters Score -3125394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3125396.000000 Penalty: 5031.404297
	Iteration 99Q: 3 clusters Score -3125396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3125398.000000 Penalty: 5031.404297
	Iteration 100F: 3 clusters Score -3125398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3125401.500000 Penalty: 5031.404297
	Iteration 101Q: 3 clusters Score -3125402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3125399.500000 Penalty: 5031.404297
	Iteration 102Q: 3 clusters Score -3125400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3125397.250000 Penalty: 5031.404297
	Iteration 103Q: 3 clusters Score -3125397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3125400.250000 Penalty: 5031.404297
	Iteration 104Q: 3 clusters Score -3125400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3125402.750000 Penalty: 5031.404297
	Iteration 105Q: 3 clusters Score -3125403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3125404.000000 Penalty: 5031.404297
	Iteration 106Q: 3 clusters Score -3125404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3125406.000000 Penalty: 5031.404297
	Iteration 107Q: 3 clusters Score -3125406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3125409.500000 Penalty: 5031.404297
	Iteration 108Q: 3 clusters Score -3125410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3125409.500000 Penalty: 5031.404297
	Iteration 109Q: 3 clusters Score -3125410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3125409.750000 Penalty: 5031.404297
	Iteration 110Q: 3 clusters Score -3125410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3125406.250000 Penalty: 5031.404297
	Iteration 111Q: 3 clusters Score -3125406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3125410.000000 Penalty: 5031.404297
	Iteration 112Q: 3 clusters Score -3125410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3125408.250000 Penalty: 5031.404297
	Iteration 113Q: 3 clusters Score -3125408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3125405.750000 Penalty: 5031.404297
	Iteration 114Q: 3 clusters Score -3125406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3125413.750000 Penalty: 5031.404297
	Iteration 115Q: 3 clusters Score -3125414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3125415.500000 Penalty: 5031.404297
	Iteration 116Q: 3 clusters Score -3125416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3125413.500000 Penalty: 5031.404297
	Iteration 117Q: 3 clusters Score -3125414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3125415.750000 Penalty: 5031.404297
	Iteration 118Q: 3 clusters Score -3125416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3125419.250000 Penalty: 5031.404297
	Iteration 119Q: 3 clusters Score -3125419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3125420.750000 Penalty: 5031.404297
	Iteration 120F: 3 clusters Score -3125421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3125420.250000 Penalty: 5031.404297
	Iteration 121Q: 3 clusters Score -3125420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3125418.500000 Penalty: 5031.404297
	Iteration 122Q: 3 clusters Score -3125418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3125412.500000 Penalty: 5031.404297
	Iteration 123Q: 3 clusters Score -3125412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3125416.500000 Penalty: 5031.404297
	Iteration 124Q: 3 clusters Score -3125416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3125416.000000 Penalty: 5031.404297
	Iteration 125Q: 3 clusters Score -3125416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3125418.500000 Penalty: 5031.404297
	Iteration 126Q: 3 clusters Score -3125418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3125417.000000 Penalty: 5031.404297
	Iteration 127Q: 3 clusters Score -3125417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3125417.000000 Penalty: 5031.404297
	Iteration 128F: 3 clusters Score -3125417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (215152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215152 members 
Entering Unmasked Estep 
Score: -26212964.000000 Penalty: 3045.216797
	Iteration 0F: 2 clusters Score -2.621296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107580 members 
Mstep: Class 2 contains 107572 members 
Entering Unmasked Estep 
Score: -26076476.000000 Penalty: 6090.433594
	Iteration 0F: 3 clusters Score -2.607648e+07 nChanged 103651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110091 members 
Mstep: Class 2 contains 105061 members 
Entering Unmasked Estep 
Score: -26137582.000000 Penalty: 6090.433594
	Iteration 1F: 3 clusters Score -2.613758e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112091 members 
Mstep: Class 2 contains 103061 members 
Entering Unmasked Estep 
Score: -26139908.000000 Penalty: 6090.433594
	Iteration 2Q: 3 clusters Score -2.613991e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115181 members 
Mstep: Class 2 contains 99971 members 
Entering Unmasked Estep 
Score: -26143530.000000 Penalty: 6090.433594
	Iteration 3Q: 3 clusters Score -2.614353e+07 nChanged 11346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119937 members 
Mstep: Class 2 contains 95215 members 
Entering Unmasked Estep 
Score: -26149310.000000 Penalty: 6090.433594
	Iteration 4F: 3 clusters Score -2.614931e+07 nChanged 14058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126775 members 
Mstep: Class 2 contains 88377 members 
Entering Unmasked Estep 
Score: -26158056.000000 Penalty: 6090.433594
	Iteration 5F: 3 clusters Score -2.615806e+07 nChanged 16270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135671 members 
Mstep: Class 2 contains 79481 members 
Entering Unmasked Estep 
Score: -26171130.000000 Penalty: 6090.433594
	Iteration 6F: 3 clusters Score -2.617113e+07 nChanged 16645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144698 members 
Mstep: Class 2 contains 70454 members 
Entering Unmasked Estep 
Score: -26187802.000000 Penalty: 6090.433594
	Iteration 7F: 3 clusters Score -2.61878e+07 nChanged 13507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150913 members 
Mstep: Class 2 contains 64239 members 
Entering Unmasked Estep 
Score: -26199402.000000 Penalty: 6090.433594
	Iteration 8F: 3 clusters Score -2.61994e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154312 members 
Mstep: Class 2 contains 60840 members 
Entering Unmasked Estep 
Score: -26202964.000000 Penalty: 6090.433594
	Iteration 9Q: 3 clusters Score -2.620296e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157017 members 
Mstep: Class 2 contains 58135 members 
Entering Unmasked Estep 
Score: -26203960.000000 Penalty: 6090.433594
	Iteration 10Q: 3 clusters Score -2.620396e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159564 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -26204652.000000 Penalty: 6090.433594
	Iteration 11Q: 3 clusters Score -2.620465e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162062 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -26205088.000000 Penalty: 6090.433594
	Iteration 12Q: 3 clusters Score -2.620509e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164438 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -26205526.000000 Penalty: 6090.433594
	Iteration 13Q: 3 clusters Score -2.620553e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166708 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -26205872.000000 Penalty: 6090.433594
	Iteration 14Q: 3 clusters Score -2.620587e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168955 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -26206260.000000 Penalty: 6090.433594
	Iteration 15Q: 3 clusters Score -2.620626e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171160 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -26206514.000000 Penalty: 6090.433594
	Iteration 16Q: 3 clusters Score -2.620651e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173241 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -26206750.000000 Penalty: 6090.433594
	Iteration 17Q: 3 clusters Score -2.620675e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175234 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -26207080.000000 Penalty: 6090.433594
	Iteration 18Q: 3 clusters Score -2.620708e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177208 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -26207382.000000 Penalty: 6090.433594
	Iteration 19Q: 3 clusters Score -2.620738e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179075 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -26207616.000000 Penalty: 6090.433594
	Iteration 20F: 3 clusters Score -2.620762e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180964 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -26207996.000000 Penalty: 6090.433594
	Iteration 21Q: 3 clusters Score -2.6208e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182861 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -26208522.000000 Penalty: 6090.433594
	Iteration 22Q: 3 clusters Score -2.620852e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184726 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -26208964.000000 Penalty: 6090.433594
	Iteration 23Q: 3 clusters Score -2.620896e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186576 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -26209204.000000 Penalty: 6090.433594
	Iteration 24Q: 3 clusters Score -2.62092e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188324 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -26209436.000000 Penalty: 6090.433594
	Iteration 25Q: 3 clusters Score -2.620944e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189985 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -26209774.000000 Penalty: 6090.433594
	Iteration 26Q: 3 clusters Score -2.620977e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191603 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -26210098.000000 Penalty: 6090.433594
	Iteration 27Q: 3 clusters Score -2.62101e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193065 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -26210280.000000 Penalty: 6090.433594
	Iteration 28Q: 3 clusters Score -2.621028e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194404 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -26210540.000000 Penalty: 6090.433594
	Iteration 29Q: 3 clusters Score -2.621054e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195627 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -26210612.000000 Penalty: 6090.433594
	Iteration 30Q: 3 clusters Score -2.621061e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196776 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -26210940.000000 Penalty: 6090.433594
	Iteration 31Q: 3 clusters Score -2.621094e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197905 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -26211204.000000 Penalty: 6090.433594
	Iteration 32Q: 3 clusters Score -2.62112e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198958 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -26211270.000000 Penalty: 6090.433594
	Iteration 33Q: 3 clusters Score -2.621127e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199995 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -26211190.000000 Penalty: 6090.433594
	Iteration 34Q: 3 clusters Score -2.621119e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200936 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -26211330.000000 Penalty: 6090.433594
	Iteration 35Q: 3 clusters Score -2.621133e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201812 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -26211458.000000 Penalty: 6090.433594
	Iteration 36Q: 3 clusters Score -2.621146e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202632 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -26211534.000000 Penalty: 6090.433594
	Iteration 37Q: 3 clusters Score -2.621153e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203374 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -26211536.000000 Penalty: 6090.433594
	Iteration 38Q: 3 clusters Score -2.621154e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204010 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -26211588.000000 Penalty: 6090.433594
	Iteration 39Q: 3 clusters Score -2.621159e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204572 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -26211622.000000 Penalty: 6090.433594
	Iteration 40F: 3 clusters Score -2.621162e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205104 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -26211616.000000 Penalty: 6090.433594
	Iteration 41Q: 3 clusters Score -2.621162e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205585 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -26211722.000000 Penalty: 6090.433594
	Iteration 42Q: 3 clusters Score -2.621172e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206014 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -26211692.000000 Penalty: 6090.433594
	Iteration 43Q: 3 clusters Score -2.621169e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206413 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -26211692.000000 Penalty: 6090.433594
	Iteration 44Q: 3 clusters Score -2.621169e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206769 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -26211742.000000 Penalty: 6090.433594
	Iteration 45Q: 3 clusters Score -2.621174e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207103 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -26211718.000000 Penalty: 6090.433594
	Iteration 46Q: 3 clusters Score -2.621172e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207403 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -26211774.000000 Penalty: 6090.433594
	Iteration 47Q: 3 clusters Score -2.621177e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207682 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -26211856.000000 Penalty: 6090.433594
	Iteration 48Q: 3 clusters Score -2.621186e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207931 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -26211840.000000 Penalty: 6090.433594
	Iteration 49Q: 3 clusters Score -2.621184e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208159 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -26211850.000000 Penalty: 6090.433594
	Iteration 50Q: 3 clusters Score -2.621185e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208350 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -26211858.000000 Penalty: 6090.433594
	Iteration 51Q: 3 clusters Score -2.621186e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208526 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -26211852.000000 Penalty: 6090.433594
	Iteration 52Q: 3 clusters Score -2.621185e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208680 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -26211898.000000 Penalty: 6090.433594
	Iteration 53Q: 3 clusters Score -2.62119e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208829 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -26211890.000000 Penalty: 6090.433594
	Iteration 54Q: 3 clusters Score -2.621189e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208953 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -26211890.000000 Penalty: 6090.433594
	Iteration 55Q: 3 clusters Score -2.621189e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209049 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -26211858.000000 Penalty: 6090.433594
	Iteration 56Q: 3 clusters Score -2.621186e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209155 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -26211834.000000 Penalty: 6090.433594
	Iteration 57Q: 3 clusters Score -2.621183e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209239 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -26211840.000000 Penalty: 6090.433594
	Iteration 58Q: 3 clusters Score -2.621184e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209317 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -26211854.000000 Penalty: 6090.433594
	Iteration 59Q: 3 clusters Score -2.621185e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209386 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -26211810.000000 Penalty: 6090.433594
	Iteration 60F: 3 clusters Score -2.621181e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209452 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -26211830.000000 Penalty: 6090.433594
	Iteration 61Q: 3 clusters Score -2.621183e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209500 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -26211802.000000 Penalty: 6090.433594
	Iteration 62Q: 3 clusters Score -2.62118e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209552 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -26211806.000000 Penalty: 6090.433594
	Iteration 63Q: 3 clusters Score -2.621181e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209613 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -26211768.000000 Penalty: 6090.433594
	Iteration 64Q: 3 clusters Score -2.621177e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209662 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -26211774.000000 Penalty: 6090.433594
	Iteration 65Q: 3 clusters Score -2.621177e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209704 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -26211750.000000 Penalty: 6090.433594
	Iteration 66Q: 3 clusters Score -2.621175e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209749 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -26211758.000000 Penalty: 6090.433594
	Iteration 67Q: 3 clusters Score -2.621176e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209785 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -26211720.000000 Penalty: 6090.433594
	Iteration 68Q: 3 clusters Score -2.621172e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209820 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -26211716.000000 Penalty: 6090.433594
	Iteration 69Q: 3 clusters Score -2.621172e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209861 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -26211742.000000 Penalty: 6090.433594
	Iteration 70Q: 3 clusters Score -2.621174e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209892 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -26211746.000000 Penalty: 6090.433594
	Iteration 71Q: 3 clusters Score -2.621175e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209925 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -26211764.000000 Penalty: 6090.433594
	Iteration 72Q: 3 clusters Score -2.621176e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209958 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -26211752.000000 Penalty: 6090.433594
	Iteration 73Q: 3 clusters Score -2.621175e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209985 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -26211742.000000 Penalty: 6090.433594
	Iteration 74Q: 3 clusters Score -2.621174e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210020 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -26211748.000000 Penalty: 6090.433594
	Iteration 75Q: 3 clusters Score -2.621175e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210063 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -26211716.000000 Penalty: 6090.433594
	Iteration 76Q: 3 clusters Score -2.621172e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210116 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -26211766.000000 Penalty: 6090.433594
	Iteration 77Q: 3 clusters Score -2.621177e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210154 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -26211762.000000 Penalty: 6090.433594
	Iteration 78Q: 3 clusters Score -2.621176e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210186 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -26211756.000000 Penalty: 6090.433594
	Iteration 79Q: 3 clusters Score -2.621176e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210215 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -26211756.000000 Penalty: 6090.433594
	Iteration 80F: 3 clusters Score -2.621176e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210251 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -26211726.000000 Penalty: 6090.433594
	Iteration 81Q: 3 clusters Score -2.621173e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210290 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -26211746.000000 Penalty: 6090.433594
	Iteration 82Q: 3 clusters Score -2.621175e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210322 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -26211776.000000 Penalty: 6090.433594
	Iteration 83Q: 3 clusters Score -2.621178e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210352 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -26211750.000000 Penalty: 6090.433594
	Iteration 84Q: 3 clusters Score -2.621175e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210387 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -26211738.000000 Penalty: 6090.433594
	Iteration 85Q: 3 clusters Score -2.621174e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210421 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -26211744.000000 Penalty: 6090.433594
	Iteration 86Q: 3 clusters Score -2.621174e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210449 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -26211708.000000 Penalty: 6090.433594
	Iteration 87Q: 3 clusters Score -2.621171e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210475 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -26211688.000000 Penalty: 6090.433594
	Iteration 88Q: 3 clusters Score -2.621169e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210504 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -26211706.000000 Penalty: 6090.433594
	Iteration 89Q: 3 clusters Score -2.621171e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210540 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -26211706.000000 Penalty: 6090.433594
	Iteration 90Q: 3 clusters Score -2.621171e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210579 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -26211696.000000 Penalty: 6090.433594
	Iteration 91Q: 3 clusters Score -2.62117e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210606 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -26211700.000000 Penalty: 6090.433594
	Iteration 92Q: 3 clusters Score -2.62117e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210634 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -26211708.000000 Penalty: 6090.433594
	Iteration 93Q: 3 clusters Score -2.621171e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210664 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -26211696.000000 Penalty: 6090.433594
	Iteration 94Q: 3 clusters Score -2.62117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210678 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -26211700.000000 Penalty: 6090.433594
	Iteration 95Q: 3 clusters Score -2.62117e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210693 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -26211706.000000 Penalty: 6090.433594
	Iteration 96Q: 3 clusters Score -2.621171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210703 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -26211708.000000 Penalty: 6090.433594
	Iteration 97Q: 3 clusters Score -2.621171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210712 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -26211704.000000 Penalty: 6090.433594
	Iteration 98Q: 3 clusters Score -2.62117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210720 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -26211730.000000 Penalty: 6090.433594
	Iteration 99Q: 3 clusters Score -2.621173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210724 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -26211730.000000 Penalty: 6090.433594
	Iteration 100F: 3 clusters Score -2.621173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210726 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -26211716.000000 Penalty: 6090.433594
	Iteration 101Q: 3 clusters Score -2.621172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210726 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -26211710.000000 Penalty: 6090.433594
	Iteration 102Q: 3 clusters Score -2.621171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210729 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -26211720.000000 Penalty: 6090.433594
	Iteration 103Q: 3 clusters Score -2.621172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210733 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -26211714.000000 Penalty: 6090.433594
	Iteration 104Q: 3 clusters Score -2.621171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210739 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -26211720.000000 Penalty: 6090.433594
	Iteration 105Q: 3 clusters Score -2.621172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210742 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -26211714.000000 Penalty: 6090.433594
	Iteration 106Q: 3 clusters Score -2.621171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210744 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -26211716.000000 Penalty: 6090.433594
	Iteration 107Q: 3 clusters Score -2.621172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210744 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -26211716.000000 Penalty: 6090.433594
	Iteration 108F: 3 clusters Score -2.621172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Entering Unmasked Estep 
Score: -8035188.000000 Penalty: 2750.343750
	Iteration 0F: 2 clusters Score -8035188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -7991335.500000 Penalty: 5500.687500
	Iteration 0F: 3 clusters Score -7991336 nChanged 30305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -8008358.000000 Penalty: 5500.687500
	Iteration 1F: 3 clusters Score -8008358 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -8009013.000000 Penalty: 5500.687500
	Iteration 2Q: 3 clusters Score -8009013 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -8009912.500000 Penalty: 5500.687500
	Iteration 3Q: 3 clusters Score -8009912 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -8011405.000000 Penalty: 5500.687500
	Iteration 4Q: 3 clusters Score -8011405 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -8014074.500000 Penalty: 5500.687500
	Iteration 5F: 3 clusters Score -8014074 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -8018208.000000 Penalty: 5500.687500
	Iteration 6F: 3 clusters Score -8018208 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -8023353.500000 Penalty: 5500.687500
	Iteration 7F: 3 clusters Score -8023354 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -8027945.500000 Penalty: 5500.687500
	Iteration 8F: 3 clusters Score -8027946 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
Score: -8030788.500000 Penalty: 5500.687500
	Iteration 9Q: 3 clusters Score -8030788 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -8032029.500000 Penalty: 5500.687500
	Iteration 10Q: 3 clusters Score -8032030 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -8032427.500000 Penalty: 5500.687500
	Iteration 11Q: 3 clusters Score -8032428 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -8032582.500000 Penalty: 5500.687500
	Iteration 12Q: 3 clusters Score -8032582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 65244 members 
Entering Unmasked Estep 
Score: -8032667.500000 Penalty: 5500.687500
	Iteration 13Q: 3 clusters Score -8032668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 65256 members 
Entering Unmasked Estep 
Score: -8032707.500000 Penalty: 5500.687500
	Iteration 14Q: 3 clusters Score -8032708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -8032730.500000 Penalty: 5500.687500
	Iteration 15Q: 3 clusters Score -8032730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -8032739.000000 Penalty: 5500.687500
	Iteration 16Q: 3 clusters Score -8032739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -8032754.000000 Penalty: 5500.687500
	Iteration 17Q: 3 clusters Score -8032754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 65284 members 
Entering Unmasked Estep 
Score: -8032771.500000 Penalty: 5500.687500
	Iteration 18Q: 3 clusters Score -8032772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -8032780.500000 Penalty: 5500.687500
	Iteration 19Q: 3 clusters Score -8032780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
Score: -8032782.000000 Penalty: 5500.687500
	Iteration 20F: 3 clusters Score -8032782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -8032796.000000 Penalty: 5500.687500
	Iteration 21Q: 3 clusters Score -8032796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -8032804.000000 Penalty: 5500.687500
	Iteration 22Q: 3 clusters Score -8032804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -8032810.000000 Penalty: 5500.687500
	Iteration 23Q: 3 clusters Score -8032810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -8032810.000000 Penalty: 5500.687500
	Iteration 24F: 3 clusters Score -8032810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -66496.984375 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -66496.98 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 345 members 
Entering Unmasked Estep 
Score: -64957.453125 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -64957.45 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65263.621094 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -65263.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -65341.125000 Penalty: 3223.894287
	Iteration 2Q: 3 clusters Score -65341.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65423.304688 Penalty: 3223.894287
	Iteration 3Q: 3 clusters Score -65423.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65450.652344 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -65450.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65461.296875 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -65461.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -65478.921875 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -65478.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65492.941406 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -65492.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65499.906250 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -65499.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65506.742188 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -65506.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65508.906250 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -65508.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65510.617188 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -65510.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65514.593750 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -65514.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65519.656250 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -65519.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65525.234375 Penalty: 3223.894287
	Iteration 14Q: 3 clusters Score -65525.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65531.125000 Penalty: 3223.894287
	Iteration 15Q: 3 clusters Score -65531.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65537.750000 Penalty: 3223.894287
	Iteration 16Q: 3 clusters Score -65537.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65541.421875 Penalty: 3223.894287
	Iteration 17Q: 3 clusters Score -65541.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65541.421875 Penalty: 3223.894287
	Iteration 18F: 3 clusters Score -65541.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -24386.507812 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -24386.51 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 160 members 
Entering Unmasked Estep 
Score: -23150.373047 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -23150.37 nChanged 45
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: -23270.037109 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -23270.04 nChanged 4
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: -23284.837891 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -23284.84 nChanged 2
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: -23295.384766 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -23295.38 nChanged 3
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: -23300.771484 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -23300.77 nChanged 1
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: -23302.564453 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -23302.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23303.869141 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -23303.87 nChanged 1
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: -23309.861328 Penalty: 2835.645752
	Iteration 7Q: 3 clusters Score -23309.86 nChanged 1
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: -23325.632812 Penalty: 2835.645752
	Iteration 8Q: 3 clusters Score -23325.63 nChanged 4
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: -23332.837891 Penalty: 2835.645752
	Iteration 9Q: 3 clusters Score -23332.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23344.564453 Penalty: 2835.645752
	Iteration 10Q: 3 clusters Score -23344.56 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: -23350.078125 Penalty: 2835.645752
	Iteration 11Q: 3 clusters Score -23350.08 nChanged 0
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: -23350.078125 Penalty: 2835.645752
	Iteration 12F: 3 clusters Score -23350.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -75347.625000 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -75347.62 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 396 members 
Entering Unmasked Estep 
Score: -73648.500000 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -73648.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73923.757812 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -73923.76 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74017.437500 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -74017.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -74079.085938 Penalty: 3294.673340
	Iteration 3Q: 3 clusters Score -74079.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -74124.890625 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -74124.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -74165.023438 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -74165.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74222.617188 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -74222.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74296.179688 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -74296.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -74352.289062 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -74352.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74384.859375 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -74384.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74386.023438 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -74386.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -74388.796875 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -74388.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -74388.796875 Penalty: 3294.673340
	Iteration 12F: 3 clusters Score -74388.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Entering Unmasked Estep 
Score: -976473.562500 Penalty: 2227.613037
	Iteration 0F: 2 clusters Score -976473.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -970114.125000 Penalty: 4455.226074
	Iteration 0F: 3 clusters Score -970114.1 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -971864.937500 Penalty: 4455.226074
	Iteration 1F: 3 clusters Score -971864.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -972165.875000 Penalty: 4455.226074
	Iteration 2F: 3 clusters Score -972165.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -972399.437500 Penalty: 4455.226074
	Iteration 3F: 3 clusters Score -972399.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -972601.562500 Penalty: 4455.226074
	Iteration 4Q: 3 clusters Score -972601.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -972796.125000 Penalty: 4455.226074
	Iteration 5Q: 3 clusters Score -972796.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -972977.187500 Penalty: 4455.226074
	Iteration 6Q: 3 clusters Score -972977.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -973126.875000 Penalty: 4455.226074
	Iteration 7Q: 3 clusters Score -973126.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -973269.937500 Penalty: 4455.226074
	Iteration 8Q: 3 clusters Score -973269.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -973433.312500 Penalty: 4455.226074
	Iteration 9Q: 3 clusters Score -973433.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -973590.750000 Penalty: 4455.226074
	Iteration 10Q: 3 clusters Score -973590.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -973767.500000 Penalty: 4455.226074
	Iteration 11Q: 3 clusters Score -973767.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -973940.500000 Penalty: 4455.226074
	Iteration 12Q: 3 clusters Score -973940.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -974106.562500 Penalty: 4455.226074
	Iteration 13Q: 3 clusters Score -974106.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -974282.500000 Penalty: 4455.226074
	Iteration 14Q: 3 clusters Score -974282.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -974431.000000 Penalty: 4455.226074
	Iteration 15Q: 3 clusters Score -974431 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -974560.312500 Penalty: 4455.226074
	Iteration 16Q: 3 clusters Score -974560.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -974638.125000 Penalty: 4455.226074
	Iteration 17Q: 3 clusters Score -974638.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -974700.375000 Penalty: 4455.226074
	Iteration 18Q: 3 clusters Score -974700.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -974738.437500 Penalty: 4455.226074
	Iteration 19Q: 3 clusters Score -974738.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -974774.812500 Penalty: 4455.226074
	Iteration 20F: 3 clusters Score -974774.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -974800.562500 Penalty: 4455.226074
	Iteration 21Q: 3 clusters Score -974800.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -974814.375000 Penalty: 4455.226074
	Iteration 22Q: 3 clusters Score -974814.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -974829.375000 Penalty: 4455.226074
	Iteration 23Q: 3 clusters Score -974829.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -974837.750000 Penalty: 4455.226074
	Iteration 24Q: 3 clusters Score -974837.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -974844.500000 Penalty: 4455.226074
	Iteration 25Q: 3 clusters Score -974844.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -974850.250000 Penalty: 4455.226074
	Iteration 26Q: 3 clusters Score -974850.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -974855.562500 Penalty: 4455.226074
	Iteration 27Q: 3 clusters Score -974855.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -974862.312500 Penalty: 4455.226074
	Iteration 28Q: 3 clusters Score -974862.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -974864.312500 Penalty: 4455.226074
	Iteration 29Q: 3 clusters Score -974864.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -974864.812500 Penalty: 4455.226074
	Iteration 30Q: 3 clusters Score -974864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -974865.312500 Penalty: 4455.226074
	Iteration 31Q: 3 clusters Score -974865.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -974867.187500 Penalty: 4455.226074
	Iteration 32Q: 3 clusters Score -974867.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -974870.625000 Penalty: 4455.226074
	Iteration 33Q: 3 clusters Score -974870.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -974870.812500 Penalty: 4455.226074
	Iteration 34Q: 3 clusters Score -974870.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -974872.875000 Penalty: 4455.226074
	Iteration 35Q: 3 clusters Score -974872.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -974877.250000 Penalty: 4455.226074
	Iteration 36Q: 3 clusters Score -974877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -974875.375000 Penalty: 4455.226074
	Iteration 37Q: 3 clusters Score -974875.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -974877.750000 Penalty: 4455.226074
	Iteration 38Q: 3 clusters Score -974877.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -974877.625000 Penalty: 4455.226074
	Iteration 39Q: 3 clusters Score -974877.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -974877.000000 Penalty: 4455.226074
	Iteration 40F: 3 clusters Score -974877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208013 members 
Entering Unmasked Estep 
Score: -25334932.000000 Penalty: 3036.848145
	Iteration 0F: 2 clusters Score -2.533493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104333 members 
Mstep: Class 2 contains 103680 members 
Entering Unmasked Estep 
Score: -25200856.000000 Penalty: 6073.696289
	Iteration 0F: 3 clusters Score -2.520086e+07 nChanged 100195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110452 members 
Mstep: Class 2 contains 97561 members 
Entering Unmasked Estep 
Score: -25259686.000000 Penalty: 6073.696289
	Iteration 1F: 3 clusters Score -2.525969e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113776 members 
Mstep: Class 2 contains 94237 members 
Entering Unmasked Estep 
Score: -25261138.000000 Penalty: 6073.696289
	Iteration 2Q: 3 clusters Score -2.526114e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118843 members 
Mstep: Class 2 contains 89170 members 
Entering Unmasked Estep 
Score: -25262976.000000 Penalty: 6073.696289
	Iteration 3Q: 3 clusters Score -2.526298e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126624 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -25266530.000000 Penalty: 6073.696289
	Iteration 4Q: 3 clusters Score -2.526653e+07 nChanged 11677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137829 members 
Mstep: Class 2 contains 70184 members 
Entering Unmasked Estep 
Score: -25273188.000000 Penalty: 6073.696289
	Iteration 5F: 3 clusters Score -2.527319e+07 nChanged 15276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152941 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -25284442.000000 Penalty: 6073.696289
	Iteration 6F: 3 clusters Score -2.528444e+07 nChanged 16941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169822 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -25298370.000000 Penalty: 6073.696289
	Iteration 7F: 3 clusters Score -2.529837e+07 nChanged 14892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184676 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -25311592.000000 Penalty: 6073.696289
	Iteration 8F: 3 clusters Score -2.531159e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195128 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -25321396.000000 Penalty: 6073.696289
	Iteration 9F: 3 clusters Score -2.53214e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201482 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -25327020.000000 Penalty: 6073.696289
	Iteration 10Q: 3 clusters Score -2.532702e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204776 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -25329784.000000 Penalty: 6073.696289
	Iteration 11Q: 3 clusters Score -2.532978e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206319 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -25330950.000000 Penalty: 6073.696289
	Iteration 12Q: 3 clusters Score -2.533095e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207006 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -25331574.000000 Penalty: 6073.696289
	Iteration 13Q: 3 clusters Score -2.533157e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207298 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -25331870.000000 Penalty: 6073.696289
	Iteration 14Q: 3 clusters Score -2.533187e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207421 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -25332020.000000 Penalty: 6073.696289
	Iteration 15Q: 3 clusters Score -2.533202e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207496 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -25332098.000000 Penalty: 6073.696289
	Iteration 16Q: 3 clusters Score -2.53321e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207546 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -25332172.000000 Penalty: 6073.696289
	Iteration 17Q: 3 clusters Score -2.533217e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207573 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -25332188.000000 Penalty: 6073.696289
	Iteration 18Q: 3 clusters Score -2.533219e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207591 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -25332222.000000 Penalty: 6073.696289
	Iteration 19Q: 3 clusters Score -2.533222e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207611 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -25332236.000000 Penalty: 6073.696289
	Iteration 20F: 3 clusters Score -2.533224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207627 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -25332270.000000 Penalty: 6073.696289
	Iteration 21Q: 3 clusters Score -2.533227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207633 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -25332276.000000 Penalty: 6073.696289
	Iteration 22Q: 3 clusters Score -2.533228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207638 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -25332266.000000 Penalty: 6073.696289
	Iteration 23Q: 3 clusters Score -2.533227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207639 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -25332268.000000 Penalty: 6073.696289
	Iteration 24Q: 3 clusters Score -2.533227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207639 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -25332268.000000 Penalty: 6073.696289
	Iteration 25Q: 3 clusters Score -2.533227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207642 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -25332282.000000 Penalty: 6073.696289
	Iteration 26Q: 3 clusters Score -2.533228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207644 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -25332306.000000 Penalty: 6073.696289
	Iteration 27Q: 3 clusters Score -2.533231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207646 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -25332290.000000 Penalty: 6073.696289
	Iteration 28Q: 3 clusters Score -2.533229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207648 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -25332302.000000 Penalty: 6073.696289
	Iteration 29Q: 3 clusters Score -2.53323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207650 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -25332296.000000 Penalty: 6073.696289
	Iteration 30Q: 3 clusters Score -2.53323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207652 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -25332304.000000 Penalty: 6073.696289
	Iteration 31Q: 3 clusters Score -2.53323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207654 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -25332302.000000 Penalty: 6073.696289
	Iteration 32Q: 3 clusters Score -2.53323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207654 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -25332302.000000 Penalty: 6073.696289
	Iteration 33F: 3 clusters Score -2.53323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Entering Unmasked Estep 
Score: -427452.843750 Penalty: 2040.521729
	Iteration 0F: 2 clusters Score -427452.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -423748.937500 Penalty: 4081.043457
	Iteration 0F: 3 clusters Score -423748.9 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -424558.312500 Penalty: 4081.043457
	Iteration 1F: 3 clusters Score -424558.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -424759.531250 Penalty: 4081.043457
	Iteration 2F: 3 clusters Score -424759.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -424914.500000 Penalty: 4081.043457
	Iteration 3F: 3 clusters Score -424914.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -425048.281250 Penalty: 4081.043457
	Iteration 4Q: 3 clusters Score -425048.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -425158.156250 Penalty: 4081.043457
	Iteration 5Q: 3 clusters Score -425158.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -425250.218750 Penalty: 4081.043457
	Iteration 6Q: 3 clusters Score -425250.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -425333.156250 Penalty: 4081.043457
	Iteration 7Q: 3 clusters Score -425333.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -425419.250000 Penalty: 4081.043457
	Iteration 8Q: 3 clusters Score -425419.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -425533.906250 Penalty: 4081.043457
	Iteration 9Q: 3 clusters Score -425533.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -425624.093750 Penalty: 4081.043457
	Iteration 10Q: 3 clusters Score -425624.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -425696.750000 Penalty: 4081.043457
	Iteration 11Q: 3 clusters Score -425696.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -425749.656250 Penalty: 4081.043457
	Iteration 12Q: 3 clusters Score -425749.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -425790.125000 Penalty: 4081.043457
	Iteration 13Q: 3 clusters Score -425790.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -425820.687500 Penalty: 4081.043457
	Iteration 14Q: 3 clusters Score -425820.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -425841.781250 Penalty: 4081.043457
	Iteration 15Q: 3 clusters Score -425841.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -425854.593750 Penalty: 4081.043457
	Iteration 16Q: 3 clusters Score -425854.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -425864.375000 Penalty: 4081.043457
	Iteration 17Q: 3 clusters Score -425864.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -425878.562500 Penalty: 4081.043457
	Iteration 18Q: 3 clusters Score -425878.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -425889.343750 Penalty: 4081.043457
	Iteration 19Q: 3 clusters Score -425889.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -425903.156250 Penalty: 4081.043457
	Iteration 20F: 3 clusters Score -425903.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -425913.625000 Penalty: 4081.043457
	Iteration 21Q: 3 clusters Score -425913.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -425922.500000 Penalty: 4081.043457
	Iteration 22Q: 3 clusters Score -425922.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -425926.281250 Penalty: 4081.043457
	Iteration 23Q: 3 clusters Score -425926.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -425929.875000 Penalty: 4081.043457
	Iteration 24Q: 3 clusters Score -425929.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -425933.562500 Penalty: 4081.043457
	Iteration 25Q: 3 clusters Score -425933.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -425938.218750 Penalty: 4081.043457
	Iteration 26Q: 3 clusters Score -425938.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -425943.250000 Penalty: 4081.043457
	Iteration 27Q: 3 clusters Score -425943.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -425951.718750 Penalty: 4081.043457
	Iteration 28Q: 3 clusters Score -425951.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -425967.062500 Penalty: 4081.043457
	Iteration 29Q: 3 clusters Score -425967.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -425977.531250 Penalty: 4081.043457
	Iteration 30Q: 3 clusters Score -425977.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -425983.093750 Penalty: 4081.043457
	Iteration 31Q: 3 clusters Score -425983.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -425986.968750 Penalty: 4081.043457
	Iteration 32Q: 3 clusters Score -425987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -425988.312500 Penalty: 4081.043457
	Iteration 33Q: 3 clusters Score -425988.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -425992.093750 Penalty: 4081.043457
	Iteration 34Q: 3 clusters Score -425992.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -425993.156250 Penalty: 4081.043457
	Iteration 35Q: 3 clusters Score -425993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -425993.875000 Penalty: 4081.043457
	Iteration 36Q: 3 clusters Score -425993.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -425993.875000 Penalty: 4081.043457
	Iteration 37F: 3 clusters Score -425993.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (247498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247498 members 
Entering Unmasked Estep 
Score: -29978452.000000 Penalty: 3079.951172
	Iteration 0F: 2 clusters Score -2.997845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123537 members 
Mstep: Class 2 contains 123961 members 
Entering Unmasked Estep 
Score: -29822214.000000 Penalty: 6159.902344
	Iteration 0F: 3 clusters Score -2.982221e+07 nChanged 119562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118167 members 
Mstep: Class 2 contains 129331 members 
Entering Unmasked Estep 
Score: -29892568.000000 Penalty: 6159.902344
	Iteration 1F: 3 clusters Score -2.989257e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115079 members 
Mstep: Class 2 contains 132419 members 
Entering Unmasked Estep 
Score: -29894038.000000 Penalty: 6159.902344
	Iteration 2Q: 3 clusters Score -2.989404e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110210 members 
Mstep: Class 2 contains 137288 members 
Entering Unmasked Estep 
Score: -29896242.000000 Penalty: 6159.902344
	Iteration 3Q: 3 clusters Score -2.989624e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102752 members 
Mstep: Class 2 contains 144746 members 
Entering Unmasked Estep 
Score: -29900082.000000 Penalty: 6159.902344
	Iteration 4Q: 3 clusters Score -2.990008e+07 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91718 members 
Mstep: Class 2 contains 155780 members 
Entering Unmasked Estep 
Score: -29906500.000000 Penalty: 6159.902344
	Iteration 5F: 3 clusters Score -2.99065e+07 nChanged 17098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76354 members 
Mstep: Class 2 contains 171144 members 
Entering Unmasked Estep 
Score: -29917142.000000 Penalty: 6159.902344
	Iteration 6F: 3 clusters Score -2.991714e+07 nChanged 20732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 190432 members 
Entering Unmasked Estep 
Score: -29933372.000000 Penalty: 6159.902344
	Iteration 7F: 3 clusters Score -2.993337e+07 nChanged 20331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 209823 members 
Entering Unmasked Estep 
Score: -29950034.000000 Penalty: 6159.902344
	Iteration 8F: 3 clusters Score -2.995003e+07 nChanged 14820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 224175 members 
Entering Unmasked Estep 
Score: -29962476.000000 Penalty: 6159.902344
	Iteration 9F: 3 clusters Score -2.996248e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 232174 members 
Entering Unmasked Estep 
Score: -29970048.000000 Penalty: 6159.902344
	Iteration 10Q: 3 clusters Score -2.997005e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 235931 members 
Entering Unmasked Estep 
Score: -29973470.000000 Penalty: 6159.902344
	Iteration 11Q: 3 clusters Score -2.997347e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 237845 members 
Entering Unmasked Estep 
Score: -29974902.000000 Penalty: 6159.902344
	Iteration 12Q: 3 clusters Score -2.99749e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 239085 members 
Entering Unmasked Estep 
Score: -29975488.000000 Penalty: 6159.902344
	Iteration 13Q: 3 clusters Score -2.997549e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 240041 members 
Entering Unmasked Estep 
Score: -29975798.000000 Penalty: 6159.902344
	Iteration 14Q: 3 clusters Score -2.99758e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 240788 members 
Entering Unmasked Estep 
Score: -29976042.000000 Penalty: 6159.902344
	Iteration 15Q: 3 clusters Score -2.997604e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 241418 members 
Entering Unmasked Estep 
Score: -29976280.000000 Penalty: 6159.902344
	Iteration 16Q: 3 clusters Score -2.997628e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 241949 members 
Entering Unmasked Estep 
Score: -29976382.000000 Penalty: 6159.902344
	Iteration 17Q: 3 clusters Score -2.997638e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 242400 members 
Entering Unmasked Estep 
Score: -29976442.000000 Penalty: 6159.902344
	Iteration 18Q: 3 clusters Score -2.997644e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 242804 members 
Entering Unmasked Estep 
Score: -29976554.000000 Penalty: 6159.902344
	Iteration 19Q: 3 clusters Score -2.997655e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 243135 members 
Entering Unmasked Estep 
Score: -29976622.000000 Penalty: 6159.902344
	Iteration 20F: 3 clusters Score -2.997662e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 243421 members 
Entering Unmasked Estep 
Score: -29976608.000000 Penalty: 6159.902344
	Iteration 21Q: 3 clusters Score -2.997661e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 243677 members 
Entering Unmasked Estep 
Score: -29976646.000000 Penalty: 6159.902344
	Iteration 22Q: 3 clusters Score -2.997665e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 243900 members 
Entering Unmasked Estep 
Score: -29976682.000000 Penalty: 6159.902344
	Iteration 23Q: 3 clusters Score -2.997668e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 244092 members 
Entering Unmasked Estep 
Score: -29976744.000000 Penalty: 6159.902344
	Iteration 24Q: 3 clusters Score -2.997674e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 244250 members 
Entering Unmasked Estep 
Score: -29976728.000000 Penalty: 6159.902344
	Iteration 25Q: 3 clusters Score -2.997673e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 244399 members 
Entering Unmasked Estep 
Score: -29976786.000000 Penalty: 6159.902344
	Iteration 26Q: 3 clusters Score -2.997679e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 244543 members 
Entering Unmasked Estep 
Score: -29976836.000000 Penalty: 6159.902344
	Iteration 27Q: 3 clusters Score -2.997684e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 244677 members 
Entering Unmasked Estep 
Score: -29976800.000000 Penalty: 6159.902344
	Iteration 28Q: 3 clusters Score -2.99768e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 244781 members 
Entering Unmasked Estep 
Score: -29976788.000000 Penalty: 6159.902344
	Iteration 29Q: 3 clusters Score -2.997679e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 244858 members 
Entering Unmasked Estep 
Score: -29976772.000000 Penalty: 6159.902344
	Iteration 30Q: 3 clusters Score -2.997677e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 244925 members 
Entering Unmasked Estep 
Score: -29976752.000000 Penalty: 6159.902344
	Iteration 31Q: 3 clusters Score -2.997675e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 244995 members 
Entering Unmasked Estep 
Score: -29976766.000000 Penalty: 6159.902344
	Iteration 32Q: 3 clusters Score -2.997677e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 245059 members 
Entering Unmasked Estep 
Score: -29976796.000000 Penalty: 6159.902344
	Iteration 33Q: 3 clusters Score -2.99768e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 245104 members 
Entering Unmasked Estep 
Score: -29976756.000000 Penalty: 6159.902344
	Iteration 34Q: 3 clusters Score -2.997676e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 245143 members 
Entering Unmasked Estep 
Score: -29976750.000000 Penalty: 6159.902344
	Iteration 35Q: 3 clusters Score -2.997675e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 245184 members 
Entering Unmasked Estep 
Score: -29976754.000000 Penalty: 6159.902344
	Iteration 36Q: 3 clusters Score -2.997675e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 245214 members 
Entering Unmasked Estep 
Score: -29976730.000000 Penalty: 6159.902344
	Iteration 37Q: 3 clusters Score -2.997673e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 245244 members 
Entering Unmasked Estep 
Score: -29976750.000000 Penalty: 6159.902344
	Iteration 38Q: 3 clusters Score -2.997675e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 245278 members 
Entering Unmasked Estep 
Score: -29976726.000000 Penalty: 6159.902344
	Iteration 39Q: 3 clusters Score -2.997673e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 245305 members 
Entering Unmasked Estep 
Score: -29976760.000000 Penalty: 6159.902344
	Iteration 40F: 3 clusters Score -2.997676e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 245329 members 
Entering Unmasked Estep 
Score: -29976744.000000 Penalty: 6159.902344
	Iteration 41Q: 3 clusters Score -2.997674e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 245352 members 
Entering Unmasked Estep 
Score: -29976764.000000 Penalty: 6159.902344
	Iteration 42Q: 3 clusters Score -2.997676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 245365 members 
Entering Unmasked Estep 
Score: -29976740.000000 Penalty: 6159.902344
	Iteration 43Q: 3 clusters Score -2.997674e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 245383 members 
Entering Unmasked Estep 
Score: -29976760.000000 Penalty: 6159.902344
	Iteration 44Q: 3 clusters Score -2.997676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 245402 members 
Entering Unmasked Estep 
Score: -29976754.000000 Penalty: 6159.902344
	Iteration 45Q: 3 clusters Score -2.997675e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 245424 members 
Entering Unmasked Estep 
Score: -29976762.000000 Penalty: 6159.902344
	Iteration 46Q: 3 clusters Score -2.997676e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 245440 members 
Entering Unmasked Estep 
Score: -29976754.000000 Penalty: 6159.902344
	Iteration 47Q: 3 clusters Score -2.997675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 245450 members 
Entering Unmasked Estep 
Score: -29976736.000000 Penalty: 6159.902344
	Iteration 48Q: 3 clusters Score -2.997674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 245463 members 
Entering Unmasked Estep 
Score: -29976724.000000 Penalty: 6159.902344
	Iteration 49Q: 3 clusters Score -2.997672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 245479 members 
Entering Unmasked Estep 
Score: -29976756.000000 Penalty: 6159.902344
	Iteration 50Q: 3 clusters Score -2.997676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 245491 members 
Entering Unmasked Estep 
Score: -29976748.000000 Penalty: 6159.902344
	Iteration 51Q: 3 clusters Score -2.997675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 245500 members 
Entering Unmasked Estep 
Score: -29976754.000000 Penalty: 6159.902344
	Iteration 52Q: 3 clusters Score -2.997675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 245503 members 
Entering Unmasked Estep 
Score: -29976732.000000 Penalty: 6159.902344
	Iteration 53Q: 3 clusters Score -2.997673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 245509 members 
Entering Unmasked Estep 
Score: -29976728.000000 Penalty: 6159.902344
	Iteration 54Q: 3 clusters Score -2.997673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 245518 members 
Entering Unmasked Estep 
Score: -29976718.000000 Penalty: 6159.902344
	Iteration 55Q: 3 clusters Score -2.997672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 245524 members 
Entering Unmasked Estep 
Score: -29976712.000000 Penalty: 6159.902344
	Iteration 56Q: 3 clusters Score -2.997671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 245529 members 
Entering Unmasked Estep 
Score: -29976752.000000 Penalty: 6159.902344
	Iteration 57Q: 3 clusters Score -2.997675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 245535 members 
Entering Unmasked Estep 
Score: -29976766.000000 Penalty: 6159.902344
	Iteration 58Q: 3 clusters Score -2.997677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 245545 members 
Entering Unmasked Estep 
Score: -29976760.000000 Penalty: 6159.902344
	Iteration 59Q: 3 clusters Score -2.997676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 245553 members 
Entering Unmasked Estep 
Score: -29976754.000000 Penalty: 6159.902344
	Iteration 60F: 3 clusters Score -2.997675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 245557 members 
Entering Unmasked Estep 
Score: -29976750.000000 Penalty: 6159.902344
	Iteration 61Q: 3 clusters Score -2.997675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 245562 members 
Entering Unmasked Estep 
Score: -29976760.000000 Penalty: 6159.902344
	Iteration 62Q: 3 clusters Score -2.997676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 245565 members 
Entering Unmasked Estep 
Score: -29976758.000000 Penalty: 6159.902344
	Iteration 63Q: 3 clusters Score -2.997676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 245568 members 
Entering Unmasked Estep 
Score: -29976756.000000 Penalty: 6159.902344
	Iteration 64Q: 3 clusters Score -2.997676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 245570 members 
Entering Unmasked Estep 
Score: -29976768.000000 Penalty: 6159.902344
	Iteration 65Q: 3 clusters Score -2.997677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 245574 members 
Entering Unmasked Estep 
Score: -29976760.000000 Penalty: 6159.902344
	Iteration 66Q: 3 clusters Score -2.997676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 245579 members 
Entering Unmasked Estep 
Score: -29976770.000000 Penalty: 6159.902344
	Iteration 67Q: 3 clusters Score -2.997677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 245585 members 
Entering Unmasked Estep 
Score: -29976744.000000 Penalty: 6159.902344
	Iteration 68Q: 3 clusters Score -2.997674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 245589 members 
Entering Unmasked Estep 
Score: -29976746.000000 Penalty: 6159.902344
	Iteration 69Q: 3 clusters Score -2.997675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 245592 members 
Entering Unmasked Estep 
Score: -29976766.000000 Penalty: 6159.902344
	Iteration 70Q: 3 clusters Score -2.997677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 245597 members 
Entering Unmasked Estep 
Score: -29976760.000000 Penalty: 6159.902344
	Iteration 71Q: 3 clusters Score -2.997676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 245603 members 
Entering Unmasked Estep 
Score: -29976754.000000 Penalty: 6159.902344
	Iteration 72Q: 3 clusters Score -2.997675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 245604 members 
Entering Unmasked Estep 
Score: -29976738.000000 Penalty: 6159.902344
	Iteration 73Q: 3 clusters Score -2.997674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 245606 members 
Entering Unmasked Estep 
Score: -29976730.000000 Penalty: 6159.902344
	Iteration 74Q: 3 clusters Score -2.997673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 245606 members 
Entering Unmasked Estep 
Score: -29976730.000000 Penalty: 6159.902344
	Iteration 75F: 3 clusters Score -2.997673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -95907.609375 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -95907.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -93996.968750 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -93996.97 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -94258.640625 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -94258.64 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -94370.414062 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -94370.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -94435.281250 Penalty: 3399.236328
	Iteration 3Q: 3 clusters Score -94435.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -94486.625000 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -94486.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -94504.500000 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -94504.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -94513.500000 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -94513.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -94517.101562 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -94517.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -94520.234375 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -94520.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -94523.062500 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -94523.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -94523.062500 Penalty: 3399.236328
	Iteration 10F: 3 clusters Score -94523.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Entering Unmasked Estep 
Score: -1069638.125000 Penalty: 2263.188965
	Iteration 0F: 2 clusters Score -1069638 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 4639 members 
Entering Unmasked Estep 
Score: -1062517.625000 Penalty: 4526.377930
	Iteration 0F: 3 clusters Score -1062518 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1064986.125000 Penalty: 4526.377930
	Iteration 1F: 3 clusters Score -1064986 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1065767.875000 Penalty: 4526.377930
	Iteration 2F: 3 clusters Score -1065768 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1066438.000000 Penalty: 4526.377930
	Iteration 3F: 3 clusters Score -1066438 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1066971.500000 Penalty: 4526.377930
	Iteration 4F: 3 clusters Score -1066972 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1067387.750000 Penalty: 4526.377930
	Iteration 5F: 3 clusters Score -1067388 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1067695.250000 Penalty: 4526.377930
	Iteration 6Q: 3 clusters Score -1067695 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1067886.125000 Penalty: 4526.377930
	Iteration 7Q: 3 clusters Score -1067886 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1068017.000000 Penalty: 4526.377930
	Iteration 8Q: 3 clusters Score -1068017 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1068101.375000 Penalty: 4526.377930
	Iteration 9Q: 3 clusters Score -1068101 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1068166.750000 Penalty: 4526.377930
	Iteration 10Q: 3 clusters Score -1068167 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1068226.875000 Penalty: 4526.377930
	Iteration 11Q: 3 clusters Score -1068227 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1068286.125000 Penalty: 4526.377930
	Iteration 12Q: 3 clusters Score -1068286 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1068327.000000 Penalty: 4526.377930
	Iteration 13Q: 3 clusters Score -1068327 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1068354.125000 Penalty: 4526.377930
	Iteration 14Q: 3 clusters Score -1068354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1068372.125000 Penalty: 4526.377930
	Iteration 15Q: 3 clusters Score -1068372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1068386.000000 Penalty: 4526.377930
	Iteration 16Q: 3 clusters Score -1068386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1068399.875000 Penalty: 4526.377930
	Iteration 17Q: 3 clusters Score -1068400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1068412.500000 Penalty: 4526.377930
	Iteration 18Q: 3 clusters Score -1068412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1068431.125000 Penalty: 4526.377930
	Iteration 19Q: 3 clusters Score -1068431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1068442.125000 Penalty: 4526.377930
	Iteration 20F: 3 clusters Score -1068442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1068448.125000 Penalty: 4526.377930
	Iteration 21Q: 3 clusters Score -1068448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1068452.875000 Penalty: 4526.377930
	Iteration 22Q: 3 clusters Score -1068453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1068465.375000 Penalty: 4526.377930
	Iteration 23Q: 3 clusters Score -1068465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1068468.875000 Penalty: 4526.377930
	Iteration 24Q: 3 clusters Score -1068469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1068473.750000 Penalty: 4526.377930
	Iteration 25Q: 3 clusters Score -1068474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1068478.875000 Penalty: 4526.377930
	Iteration 26Q: 3 clusters Score -1068479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1068479.875000 Penalty: 4526.377930
	Iteration 27Q: 3 clusters Score -1068480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1068483.000000 Penalty: 4526.377930
	Iteration 28Q: 3 clusters Score -1068483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1068488.625000 Penalty: 4526.377930
	Iteration 29Q: 3 clusters Score -1068489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1068493.500000 Penalty: 4526.377930
	Iteration 30Q: 3 clusters Score -1068494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1068503.875000 Penalty: 4526.377930
	Iteration 31Q: 3 clusters Score -1068504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1068508.750000 Penalty: 4526.377930
	Iteration 32Q: 3 clusters Score -1068509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1068516.000000 Penalty: 4526.377930
	Iteration 33Q: 3 clusters Score -1068516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1068523.500000 Penalty: 4526.377930
	Iteration 34Q: 3 clusters Score -1068524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1068527.625000 Penalty: 4526.377930
	Iteration 35Q: 3 clusters Score -1068528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1068532.125000 Penalty: 4526.377930
	Iteration 36Q: 3 clusters Score -1068532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1068536.375000 Penalty: 4526.377930
	Iteration 37Q: 3 clusters Score -1068536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1068542.750000 Penalty: 4526.377930
	Iteration 38Q: 3 clusters Score -1068543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1068549.250000 Penalty: 4526.377930
	Iteration 39Q: 3 clusters Score -1068549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1068555.500000 Penalty: 4526.377930
	Iteration 40F: 3 clusters Score -1068556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1068558.125000 Penalty: 4526.377930
	Iteration 41Q: 3 clusters Score -1068558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1068558.875000 Penalty: 4526.377930
	Iteration 42Q: 3 clusters Score -1068559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1068559.000000 Penalty: 4526.377930
	Iteration 43Q: 3 clusters Score -1068559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1068559.125000 Penalty: 4526.377930
	Iteration 44Q: 3 clusters Score -1068559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1068559.125000 Penalty: 4526.377930
	Iteration 45F: 3 clusters Score -1068559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Entering Unmasked Estep 
Score: -286830.156250 Penalty: 1952.274414
	Iteration 0F: 2 clusters Score -286830.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -283824.000000 Penalty: 3904.548828
	Iteration 0F: 3 clusters Score -283824 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -284423.500000 Penalty: 3904.548828
	Iteration 1F: 3 clusters Score -284423.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -284561.062500 Penalty: 3904.548828
	Iteration 2F: 3 clusters Score -284561.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -284637.000000 Penalty: 3904.548828
	Iteration 3Q: 3 clusters Score -284637 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -284691.906250 Penalty: 3904.548828
	Iteration 4Q: 3 clusters Score -284691.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -284728.125000 Penalty: 3904.548828
	Iteration 5Q: 3 clusters Score -284728.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -284756.093750 Penalty: 3904.548828
	Iteration 6Q: 3 clusters Score -284756.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -284793.031250 Penalty: 3904.548828
	Iteration 7Q: 3 clusters Score -284793 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -284836.406250 Penalty: 3904.548828
	Iteration 8Q: 3 clusters Score -284836.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -284874.781250 Penalty: 3904.548828
	Iteration 9Q: 3 clusters Score -284874.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -284905.031250 Penalty: 3904.548828
	Iteration 10Q: 3 clusters Score -284905 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -284946.125000 Penalty: 3904.548828
	Iteration 11Q: 3 clusters Score -284946.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -284992.718750 Penalty: 3904.548828
	Iteration 12Q: 3 clusters Score -284992.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -285035.625000 Penalty: 3904.548828
	Iteration 13Q: 3 clusters Score -285035.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -285071.781250 Penalty: 3904.548828
	Iteration 14Q: 3 clusters Score -285071.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -285104.593750 Penalty: 3904.548828
	Iteration 15Q: 3 clusters Score -285104.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -285121.000000 Penalty: 3904.548828
	Iteration 16Q: 3 clusters Score -285121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -285133.812500 Penalty: 3904.548828
	Iteration 17Q: 3 clusters Score -285133.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -285140.125000 Penalty: 3904.548828
	Iteration 18Q: 3 clusters Score -285140.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -285142.500000 Penalty: 3904.548828
	Iteration 19Q: 3 clusters Score -285142.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -285149.156250 Penalty: 3904.548828
	Iteration 20F: 3 clusters Score -285149.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -285155.656250 Penalty: 3904.548828
	Iteration 21Q: 3 clusters Score -285155.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -285163.968750 Penalty: 3904.548828
	Iteration 22Q: 3 clusters Score -285164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -285174.593750 Penalty: 3904.548828
	Iteration 23Q: 3 clusters Score -285174.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -285183.500000 Penalty: 3904.548828
	Iteration 24Q: 3 clusters Score -285183.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -285194.281250 Penalty: 3904.548828
	Iteration 25Q: 3 clusters Score -285194.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -285197.656250 Penalty: 3904.548828
	Iteration 26Q: 3 clusters Score -285197.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -285199.562500 Penalty: 3904.548828
	Iteration 27Q: 3 clusters Score -285199.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -285201.000000 Penalty: 3904.548828
	Iteration 28Q: 3 clusters Score -285201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -285201.968750 Penalty: 3904.548828
	Iteration 29Q: 3 clusters Score -285202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -285201.968750 Penalty: 3904.548828
	Iteration 30F: 3 clusters Score -285202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 78948 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25437 members 
Mstep: Class 6 contains 215152 members 
Mstep: Class 7 contains 65519 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7961 members 
Mstep: Class 12 contains 208013 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 247498 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9189 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298760.000000 Penalty: 57676.941406
Iteration 159Q: 18 clusters Score -1.042988e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 79048 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25430 members 
Mstep: Class 6 contains 215172 members 
Mstep: Class 7 contains 65505 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 207999 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 247379 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9216 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298856.000000 Penalty: 57676.941406
Iteration 160F: 18 clusters Score -1.042989e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 79167 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25431 members 
Mstep: Class 6 contains 215198 members 
Mstep: Class 7 contains 65507 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7978 members 
Mstep: Class 12 contains 207979 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 247219 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9239 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298728.000000 Penalty: 57676.941406
Iteration 161Q: 18 clusters Score -1.042987e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 79253 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25431 members 
Mstep: Class 6 contains 215225 members 
Mstep: Class 7 contains 65501 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7989 members 
Mstep: Class 12 contains 207964 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 247072 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9283 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298712.000000 Penalty: 57676.941406
Iteration 162Q: 18 clusters Score -1.042987e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 79333 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25427 members 
Mstep: Class 6 contains 215252 members 
Mstep: Class 7 contains 65489 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 7996 members 
Mstep: Class 12 contains 207967 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 246928 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9326 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298648.000000 Penalty: 57676.941406
Iteration 163Q: 18 clusters Score -1.042986e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 79436 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25425 members 
Mstep: Class 6 contains 215275 members 
Mstep: Class 7 contains 65487 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 207954 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 246768 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9358 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298624.000000 Penalty: 57676.941406
Iteration 164Q: 18 clusters Score -1.042986e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 79550 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25415 members 
Mstep: Class 6 contains 215277 members 
Mstep: Class 7 contains 65487 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8027 members 
Mstep: Class 12 contains 207974 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 246590 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9395 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298656.000000 Penalty: 57676.941406
Iteration 165Q: 18 clusters Score -1.042987e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 79666 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25409 members 
Mstep: Class 6 contains 215274 members 
Mstep: Class 7 contains 65495 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8033 members 
Mstep: Class 12 contains 208001 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 246397 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9437 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298568.000000 Penalty: 57676.941406
Iteration 166Q: 18 clusters Score -1.042986e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 79791 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25402 members 
Mstep: Class 6 contains 215252 members 
Mstep: Class 7 contains 65512 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8039 members 
Mstep: Class 12 contains 208045 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 246196 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9474 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298632.000000 Penalty: 57676.941406
Iteration 167Q: 18 clusters Score -1.042986e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 79898 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25396 members 
Mstep: Class 6 contains 215248 members 
Mstep: Class 7 contains 65519 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8041 members 
Mstep: Class 12 contains 208103 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 245991 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9514 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298584.000000 Penalty: 57676.941406
Iteration 168Q: 18 clusters Score -1.042986e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 80033 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25401 members 
Mstep: Class 6 contains 215225 members 
Mstep: Class 7 contains 65517 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8042 members 
Mstep: Class 12 contains 208141 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 245796 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9555 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298632.000000 Penalty: 57676.941406
Iteration 169Q: 18 clusters Score -1.042986e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 80171 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25406 members 
Mstep: Class 6 contains 215205 members 
Mstep: Class 7 contains 65532 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8054 members 
Mstep: Class 12 contains 208174 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 245574 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9593 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298880.000000 Penalty: 57676.941406
Iteration 170Q: 18 clusters Score -1.042989e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 80302 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25412 members 
Mstep: Class 6 contains 215188 members 
Mstep: Class 7 contains 65550 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8066 members 
Mstep: Class 12 contains 208230 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 245339 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9622 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298760.000000 Penalty: 57676.941406
Iteration 171Q: 18 clusters Score -1.042988e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 80437 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25420 members 
Mstep: Class 6 contains 215197 members 
Mstep: Class 7 contains 65560 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 208289 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 245083 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9647 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298592.000000 Penalty: 57676.941406
Iteration 172Q: 18 clusters Score -1.042986e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 80567 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25422 members 
Mstep: Class 6 contains 215190 members 
Mstep: Class 7 contains 65566 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8097 members 
Mstep: Class 12 contains 208324 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 244875 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9668 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298536.000000 Penalty: 57676.941406
Iteration 173Q: 18 clusters Score -1.042985e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 80695 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25422 members 
Mstep: Class 6 contains 215167 members 
Mstep: Class 7 contains 65566 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8117 members 
Mstep: Class 12 contains 208355 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 244698 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9689 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298576.000000 Penalty: 57676.941406
Iteration 174Q: 18 clusters Score -1.042986e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 80822 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25421 members 
Mstep: Class 6 contains 215122 members 
Mstep: Class 7 contains 65575 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 208390 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 244541 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9713 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298680.000000 Penalty: 57676.941406
Iteration 175Q: 18 clusters Score -1.042987e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 80934 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25420 members 
Mstep: Class 6 contains 215092 members 
Mstep: Class 7 contains 65585 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 208422 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 244378 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9744 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298632.000000 Penalty: 57676.941406
Iteration 176Q: 18 clusters Score -1.042986e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 81037 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25421 members 
Mstep: Class 6 contains 215076 members 
Mstep: Class 7 contains 65585 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8147 members 
Mstep: Class 12 contains 208444 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 244223 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9775 members 
Mstep: Class 21 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298840.000000 Penalty: 57676.941406
Iteration 177Q: 18 clusters Score -1.042988e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 81136 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25415 members 
Mstep: Class 6 contains 215027 members 
Mstep: Class 7 contains 65597 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8165 members 
Mstep: Class 12 contains 208459 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 244106 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9802 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298832.000000 Penalty: 57676.941406
Iteration 178Q: 18 clusters Score -1.042988e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 81210 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25406 members 
Mstep: Class 6 contains 214996 members 
Mstep: Class 7 contains 65601 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 12 contains 208479 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 243999 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9837 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298800.000000 Penalty: 57676.941406
Iteration 179Q: 18 clusters Score -1.042988e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 81276 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25397 members 
Mstep: Class 6 contains 214958 members 
Mstep: Class 7 contains 65607 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8189 members 
Mstep: Class 12 contains 208505 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 243908 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9865 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298888.000000 Penalty: 57676.941406
Iteration 180F: 18 clusters Score -1.042989e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 81337 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25390 members 
Mstep: Class 6 contains 214930 members 
Mstep: Class 7 contains 65621 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8204 members 
Mstep: Class 12 contains 208520 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 243814 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9889 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298880.000000 Penalty: 57676.941406
Iteration 181Q: 18 clusters Score -1.042989e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 81396 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25387 members 
Mstep: Class 6 contains 214912 members 
Mstep: Class 7 contains 65647 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8220 members 
Mstep: Class 12 contains 208533 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 243702 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9908 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299032.000000 Penalty: 57676.941406
Iteration 182Q: 18 clusters Score -1.04299e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 81475 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25384 members 
Mstep: Class 6 contains 214922 members 
Mstep: Class 7 contains 65666 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8236 members 
Mstep: Class 12 contains 208543 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 243558 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9923 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299000.000000 Penalty: 57676.941406
Iteration 183Q: 18 clusters Score -1.04299e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 81544 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25373 members 
Mstep: Class 6 contains 214902 members 
Mstep: Class 7 contains 65673 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8249 members 
Mstep: Class 12 contains 208568 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 243456 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9940 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298992.000000 Penalty: 57676.941406
Iteration 184Q: 18 clusters Score -1.04299e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 81604 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25364 members 
Mstep: Class 6 contains 214909 members 
Mstep: Class 7 contains 65681 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8267 members 
Mstep: Class 12 contains 208566 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 243361 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9953 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298920.000000 Penalty: 57676.941406
Iteration 185Q: 18 clusters Score -1.042989e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 81651 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25358 members 
Mstep: Class 6 contains 214904 members 
Mstep: Class 7 contains 65695 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8288 members 
Mstep: Class 12 contains 208559 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 243279 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9973 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298784.000000 Penalty: 57676.941406
Iteration 186Q: 18 clusters Score -1.042988e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 81696 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25357 members 
Mstep: Class 6 contains 214888 members 
Mstep: Class 7 contains 65711 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8306 members 
Mstep: Class 12 contains 208560 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 243191 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 9998 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298832.000000 Penalty: 57676.941406
Iteration 187Q: 18 clusters Score -1.042988e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 81765 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25359 members 
Mstep: Class 6 contains 214867 members 
Mstep: Class 7 contains 65721 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8330 members 
Mstep: Class 12 contains 208535 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 243113 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10017 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298784.000000 Penalty: 57676.941406
Iteration 188Q: 18 clusters Score -1.042988e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 81843 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25353 members 
Mstep: Class 6 contains 214853 members 
Mstep: Class 7 contains 65731 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8350 members 
Mstep: Class 12 contains 208507 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 243041 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10029 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298768.000000 Penalty: 57676.941406
Iteration 189Q: 18 clusters Score -1.042988e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 81917 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25344 members 
Mstep: Class 6 contains 214849 members 
Mstep: Class 7 contains 65740 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8366 members 
Mstep: Class 12 contains 208489 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 242957 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10043 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298872.000000 Penalty: 57676.941406
Iteration 190Q: 18 clusters Score -1.042989e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 81972 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25338 members 
Mstep: Class 6 contains 214842 members 
Mstep: Class 7 contains 65742 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8376 members 
Mstep: Class 12 contains 208472 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 242906 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10056 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298984.000000 Penalty: 57676.941406
Iteration 191Q: 18 clusters Score -1.04299e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 82021 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25331 members 
Mstep: Class 6 contains 214823 members 
Mstep: Class 7 contains 65744 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8384 members 
Mstep: Class 12 contains 208472 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 242860 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10069 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298984.000000 Penalty: 57676.941406
Iteration 192Q: 18 clusters Score -1.04299e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 82076 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25321 members 
Mstep: Class 6 contains 214788 members 
Mstep: Class 7 contains 65743 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8394 members 
Mstep: Class 12 contains 208476 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 242824 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299032.000000 Penalty: 57676.941406
Iteration 193Q: 18 clusters Score -1.04299e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 82124 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25313 members 
Mstep: Class 6 contains 214750 members 
Mstep: Class 7 contains 65737 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8407 members 
Mstep: Class 12 contains 208472 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 242808 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10094 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298960.000000 Penalty: 57676.941406
Iteration 194Q: 18 clusters Score -1.04299e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 82175 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25310 members 
Mstep: Class 6 contains 214708 members 
Mstep: Class 7 contains 65733 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8422 members 
Mstep: Class 12 contains 208461 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 242794 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10102 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298920.000000 Penalty: 57676.941406
Iteration 195Q: 18 clusters Score -1.042989e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 82215 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25302 members 
Mstep: Class 6 contains 214677 members 
Mstep: Class 7 contains 65735 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8443 members 
Mstep: Class 12 contains 208435 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 242788 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10111 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298944.000000 Penalty: 57676.941406
Iteration 196Q: 18 clusters Score -1.042989e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 82261 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25293 members 
Mstep: Class 6 contains 214662 members 
Mstep: Class 7 contains 65734 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8463 members 
Mstep: Class 12 contains 208435 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 242741 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10117 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299072.000000 Penalty: 57676.941406
Iteration 197Q: 18 clusters Score -1.042991e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 82310 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25293 members 
Mstep: Class 6 contains 214638 members 
Mstep: Class 7 contains 65738 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8476 members 
Mstep: Class 12 contains 208435 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 242693 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10123 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299144.000000 Penalty: 57676.941406
Iteration 198Q: 18 clusters Score -1.042991e+08 nChanged 257
Entering ConstructFrom: 
Score: -104299144.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (4470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Entering Unmasked Estep 
Score: -508669.937500 Penalty: 2084.475586
	Iteration 0F: 2 clusters Score -508669.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -504475.906250 Penalty: 4168.951172
	Iteration 0F: 3 clusters Score -504475.9 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -505448.437500 Penalty: 4168.951172
	Iteration 1F: 3 clusters Score -505448.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -505615.625000 Penalty: 4168.951172
	Iteration 2F: 3 clusters Score -505615.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -505715.062500 Penalty: 4168.951172
	Iteration 3Q: 3 clusters Score -505715.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -505781.437500 Penalty: 4168.951172
	Iteration 4Q: 3 clusters Score -505781.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -505835.906250 Penalty: 4168.951172
	Iteration 5Q: 3 clusters Score -505835.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -505886.781250 Penalty: 4168.951172
	Iteration 6Q: 3 clusters Score -505886.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -505927.562500 Penalty: 4168.951172
	Iteration 7Q: 3 clusters Score -505927.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -505960.750000 Penalty: 4168.951172
	Iteration 8Q: 3 clusters Score -505960.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -505985.187500 Penalty: 4168.951172
	Iteration 9Q: 3 clusters Score -505985.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -506010.687500 Penalty: 4168.951172
	Iteration 10Q: 3 clusters Score -506010.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -506035.281250 Penalty: 4168.951172
	Iteration 11Q: 3 clusters Score -506035.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -506049.031250 Penalty: 4168.951172
	Iteration 12Q: 3 clusters Score -506049 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -506059.312500 Penalty: 4168.951172
	Iteration 13Q: 3 clusters Score -506059.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -506069.718750 Penalty: 4168.951172
	Iteration 14Q: 3 clusters Score -506069.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -506077.437500 Penalty: 4168.951172
	Iteration 15Q: 3 clusters Score -506077.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -506086.375000 Penalty: 4168.951172
	Iteration 16Q: 3 clusters Score -506086.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -506090.281250 Penalty: 4168.951172
	Iteration 17Q: 3 clusters Score -506090.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -506093.906250 Penalty: 4168.951172
	Iteration 18Q: 3 clusters Score -506093.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -506097.187500 Penalty: 4168.951172
	Iteration 19Q: 3 clusters Score -506097.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -506101.218750 Penalty: 4168.951172
	Iteration 20F: 3 clusters Score -506101.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -506105.312500 Penalty: 4168.951172
	Iteration 21Q: 3 clusters Score -506105.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -506108.781250 Penalty: 4168.951172
	Iteration 22Q: 3 clusters Score -506108.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -506115.312500 Penalty: 4168.951172
	Iteration 23Q: 3 clusters Score -506115.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -506117.500000 Penalty: 4168.951172
	Iteration 24Q: 3 clusters Score -506117.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -506117.875000 Penalty: 4168.951172
	Iteration 25Q: 3 clusters Score -506117.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -506120.843750 Penalty: 4168.951172
	Iteration 26Q: 3 clusters Score -506120.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -506122.562500 Penalty: 4168.951172
	Iteration 27Q: 3 clusters Score -506122.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -506124.625000 Penalty: 4168.951172
	Iteration 28Q: 3 clusters Score -506124.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -506127.000000 Penalty: 4168.951172
	Iteration 29Q: 3 clusters Score -506127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -506130.781250 Penalty: 4168.951172
	Iteration 30Q: 3 clusters Score -506130.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -506138.437500 Penalty: 4168.951172
	Iteration 31Q: 3 clusters Score -506138.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -506146.250000 Penalty: 4168.951172
	Iteration 32Q: 3 clusters Score -506146.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -506155.250000 Penalty: 4168.951172
	Iteration 33Q: 3 clusters Score -506155.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -506160.781250 Penalty: 4168.951172
	Iteration 34Q: 3 clusters Score -506160.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -506167.937500 Penalty: 4168.951172
	Iteration 35Q: 3 clusters Score -506167.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -506174.250000 Penalty: 4168.951172
	Iteration 36Q: 3 clusters Score -506174.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -506177.937500 Penalty: 4168.951172
	Iteration 37Q: 3 clusters Score -506177.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -506180.843750 Penalty: 4168.951172
	Iteration 38Q: 3 clusters Score -506180.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -506183.406250 Penalty: 4168.951172
	Iteration 39Q: 3 clusters Score -506183.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -506184.000000 Penalty: 4168.951172
	Iteration 40F: 3 clusters Score -506184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -506187.906250 Penalty: 4168.951172
	Iteration 41Q: 3 clusters Score -506187.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -506192.187500 Penalty: 4168.951172
	Iteration 42Q: 3 clusters Score -506192.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -506194.562500 Penalty: 4168.951172
	Iteration 43Q: 3 clusters Score -506194.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -506199.093750 Penalty: 4168.951172
	Iteration 44Q: 3 clusters Score -506199.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -506202.843750 Penalty: 4168.951172
	Iteration 45Q: 3 clusters Score -506202.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -506208.906250 Penalty: 4168.951172
	Iteration 46Q: 3 clusters Score -506208.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -506214.343750 Penalty: 4168.951172
	Iteration 47Q: 3 clusters Score -506214.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -506222.906250 Penalty: 4168.951172
	Iteration 48Q: 3 clusters Score -506222.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -506234.281250 Penalty: 4168.951172
	Iteration 49Q: 3 clusters Score -506234.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -506242.437500 Penalty: 4168.951172
	Iteration 50Q: 3 clusters Score -506242.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -506252.218750 Penalty: 4168.951172
	Iteration 51Q: 3 clusters Score -506252.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -506259.843750 Penalty: 4168.951172
	Iteration 52Q: 3 clusters Score -506259.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -506269.468750 Penalty: 4168.951172
	Iteration 53Q: 3 clusters Score -506269.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -506278.687500 Penalty: 4168.951172
	Iteration 54Q: 3 clusters Score -506278.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -506285.531250 Penalty: 4168.951172
	Iteration 55Q: 3 clusters Score -506285.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -506296.125000 Penalty: 4168.951172
	Iteration 56Q: 3 clusters Score -506296.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -506309.562500 Penalty: 4168.951172
	Iteration 57Q: 3 clusters Score -506309.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -506323.343750 Penalty: 4168.951172
	Iteration 58Q: 3 clusters Score -506323.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -506331.437500 Penalty: 4168.951172
	Iteration 59Q: 3 clusters Score -506331.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -506340.187500 Penalty: 4168.951172
	Iteration 60F: 3 clusters Score -506340.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -506345.687500 Penalty: 4168.951172
	Iteration 61Q: 3 clusters Score -506345.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -506348.968750 Penalty: 4168.951172
	Iteration 62Q: 3 clusters Score -506349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -506354.718750 Penalty: 4168.951172
	Iteration 63Q: 3 clusters Score -506354.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -506364.281250 Penalty: 4168.951172
	Iteration 64Q: 3 clusters Score -506364.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -506374.093750 Penalty: 4168.951172
	Iteration 65Q: 3 clusters Score -506374.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -506380.468750 Penalty: 4168.951172
	Iteration 66Q: 3 clusters Score -506380.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -506387.000000 Penalty: 4168.951172
	Iteration 67Q: 3 clusters Score -506387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -506392.625000 Penalty: 4168.951172
	Iteration 68Q: 3 clusters Score -506392.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -506401.093750 Penalty: 4168.951172
	Iteration 69Q: 3 clusters Score -506401.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -506411.218750 Penalty: 4168.951172
	Iteration 70Q: 3 clusters Score -506411.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -506423.343750 Penalty: 4168.951172
	Iteration 71Q: 3 clusters Score -506423.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -506441.562500 Penalty: 4168.951172
	Iteration 72Q: 3 clusters Score -506441.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -506459.593750 Penalty: 4168.951172
	Iteration 73Q: 3 clusters Score -506459.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -506479.437500 Penalty: 4168.951172
	Iteration 74Q: 3 clusters Score -506479.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -506494.468750 Penalty: 4168.951172
	Iteration 75Q: 3 clusters Score -506494.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -506512.187500 Penalty: 4168.951172
	Iteration 76Q: 3 clusters Score -506512.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -506538.093750 Penalty: 4168.951172
	Iteration 77Q: 3 clusters Score -506538.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -506559.562500 Penalty: 4168.951172
	Iteration 78Q: 3 clusters Score -506559.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -506579.250000 Penalty: 4168.951172
	Iteration 79Q: 3 clusters Score -506579.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -506600.718750 Penalty: 4168.951172
	Iteration 80F: 3 clusters Score -506600.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -506619.156250 Penalty: 4168.951172
	Iteration 81Q: 3 clusters Score -506619.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -506636.187500 Penalty: 4168.951172
	Iteration 82Q: 3 clusters Score -506636.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -506656.125000 Penalty: 4168.951172
	Iteration 83Q: 3 clusters Score -506656.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -506679.125000 Penalty: 4168.951172
	Iteration 84Q: 3 clusters Score -506679.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -506700.593750 Penalty: 4168.951172
	Iteration 85Q: 3 clusters Score -506700.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -506719.218750 Penalty: 4168.951172
	Iteration 86Q: 3 clusters Score -506719.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -506731.187500 Penalty: 4168.951172
	Iteration 87Q: 3 clusters Score -506731.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -506737.687500 Penalty: 4168.951172
	Iteration 88Q: 3 clusters Score -506737.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -506742.531250 Penalty: 4168.951172
	Iteration 89Q: 3 clusters Score -506742.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -506750.875000 Penalty: 4168.951172
	Iteration 90Q: 3 clusters Score -506750.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -506757.968750 Penalty: 4168.951172
	Iteration 91Q: 3 clusters Score -506758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -506767.656250 Penalty: 4168.951172
	Iteration 92Q: 3 clusters Score -506767.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -506774.500000 Penalty: 4168.951172
	Iteration 93Q: 3 clusters Score -506774.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -506780.625000 Penalty: 4168.951172
	Iteration 94Q: 3 clusters Score -506780.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -506788.812500 Penalty: 4168.951172
	Iteration 95Q: 3 clusters Score -506788.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -506794.281250 Penalty: 4168.951172
	Iteration 96Q: 3 clusters Score -506794.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -506805.375000 Penalty: 4168.951172
	Iteration 97Q: 3 clusters Score -506805.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -506812.375000 Penalty: 4168.951172
	Iteration 98Q: 3 clusters Score -506812.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -506816.968750 Penalty: 4168.951172
	Iteration 99Q: 3 clusters Score -506817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -506820.187500 Penalty: 4168.951172
	Iteration 100F: 3 clusters Score -506820.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -506822.031250 Penalty: 4168.951172
	Iteration 101Q: 3 clusters Score -506822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -506822.437500 Penalty: 4168.951172
	Iteration 102Q: 3 clusters Score -506822.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -506822.437500 Penalty: 4168.951172
	Iteration 103F: 3 clusters Score -506822.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (82366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82366 members 
Entering Unmasked Estep 
Score: -9808278.000000 Penalty: 2807.093994
	Iteration 0F: 2 clusters Score -9808278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -9753094.000000 Penalty: 5614.187988
	Iteration 0F: 3 clusters Score -9753094 nChanged 38780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -9775020.000000 Penalty: 5614.187988
	Iteration 1F: 3 clusters Score -9775020 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -9775749.000000 Penalty: 5614.187988
	Iteration 2Q: 3 clusters Score -9775749 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -9776475.000000 Penalty: 5614.187988
	Iteration 3Q: 3 clusters Score -9776475 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -9777283.000000 Penalty: 5614.187988
	Iteration 4Q: 3 clusters Score -9777283 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -9778409.000000 Penalty: 5614.187988
	Iteration 5Q: 3 clusters Score -9778409 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -9779667.000000 Penalty: 5614.187988
	Iteration 6Q: 3 clusters Score -9779667 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -9781301.000000 Penalty: 5614.187988
	Iteration 7Q: 3 clusters Score -9781301 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -9783213.000000 Penalty: 5614.187988
	Iteration 8Q: 3 clusters Score -9783213 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -9785105.000000 Penalty: 5614.187988
	Iteration 9Q: 3 clusters Score -9785105 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -9786927.000000 Penalty: 5614.187988
	Iteration 10Q: 3 clusters Score -9786927 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -9788595.000000 Penalty: 5614.187988
	Iteration 11Q: 3 clusters Score -9788595 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -9789976.000000 Penalty: 5614.187988
	Iteration 12Q: 3 clusters Score -9789976 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -9791165.000000 Penalty: 5614.187988
	Iteration 13Q: 3 clusters Score -9791165 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -9792312.000000 Penalty: 5614.187988
	Iteration 14Q: 3 clusters Score -9792312 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -9793317.000000 Penalty: 5614.187988
	Iteration 15Q: 3 clusters Score -9793317 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -9794324.000000 Penalty: 5614.187988
	Iteration 16Q: 3 clusters Score -9794324 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -9795277.000000 Penalty: 5614.187988
	Iteration 17Q: 3 clusters Score -9795277 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -9796269.000000 Penalty: 5614.187988
	Iteration 18Q: 3 clusters Score -9796269 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -9797081.000000 Penalty: 5614.187988
	Iteration 19Q: 3 clusters Score -9797081 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -9797971.000000 Penalty: 5614.187988
	Iteration 20F: 3 clusters Score -9797971 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -9798778.000000 Penalty: 5614.187988
	Iteration 21Q: 3 clusters Score -9798778 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59934 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -9799551.000000 Penalty: 5614.187988
	Iteration 22Q: 3 clusters Score -9799551 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -9800243.000000 Penalty: 5614.187988
	Iteration 23Q: 3 clusters Score -9800243 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -9800894.000000 Penalty: 5614.187988
	Iteration 24Q: 3 clusters Score -9800894 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -9801504.000000 Penalty: 5614.187988
	Iteration 25Q: 3 clusters Score -9801504 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -9801958.000000 Penalty: 5614.187988
	Iteration 26Q: 3 clusters Score -9801958 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68265 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -9802447.000000 Penalty: 5614.187988
	Iteration 27Q: 3 clusters Score -9802447 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -9802821.000000 Penalty: 5614.187988
	Iteration 28Q: 3 clusters Score -9802821 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70753 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -9803253.000000 Penalty: 5614.187988
	Iteration 29Q: 3 clusters Score -9803253 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -9803547.000000 Penalty: 5614.187988
	Iteration 30Q: 3 clusters Score -9803547 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -9803828.000000 Penalty: 5614.187988
	Iteration 31Q: 3 clusters Score -9803828 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73515 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -9804051.000000 Penalty: 5614.187988
	Iteration 32Q: 3 clusters Score -9804051 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -9804250.000000 Penalty: 5614.187988
	Iteration 33Q: 3 clusters Score -9804250 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74848 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -9804348.000000 Penalty: 5614.187988
	Iteration 34Q: 3 clusters Score -9804348 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75393 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -9804513.000000 Penalty: 5614.187988
	Iteration 35Q: 3 clusters Score -9804513 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75892 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -9804675.000000 Penalty: 5614.187988
	Iteration 36Q: 3 clusters Score -9804675 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -9804775.000000 Penalty: 5614.187988
	Iteration 37Q: 3 clusters Score -9804775 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76776 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -9804850.000000 Penalty: 5614.187988
	Iteration 38Q: 3 clusters Score -9804850 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -9804938.000000 Penalty: 5614.187988
	Iteration 39Q: 3 clusters Score -9804938 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -9805048.000000 Penalty: 5614.187988
	Iteration 40F: 3 clusters Score -9805048 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77768 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -9805111.000000 Penalty: 5614.187988
	Iteration 41Q: 3 clusters Score -9805111 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78030 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -9805163.000000 Penalty: 5614.187988
	Iteration 42Q: 3 clusters Score -9805163 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78246 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -9805216.000000 Penalty: 5614.187988
	Iteration 43Q: 3 clusters Score -9805216 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78455 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -9805282.000000 Penalty: 5614.187988
	Iteration 44Q: 3 clusters Score -9805282 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78640 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -9805327.000000 Penalty: 5614.187988
	Iteration 45Q: 3 clusters Score -9805327 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78824 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -9805402.000000 Penalty: 5614.187988
	Iteration 46Q: 3 clusters Score -9805402 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79006 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -9805468.000000 Penalty: 5614.187988
	Iteration 47Q: 3 clusters Score -9805468 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -9805518.000000 Penalty: 5614.187988
	Iteration 48Q: 3 clusters Score -9805518 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79301 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -9805576.000000 Penalty: 5614.187988
	Iteration 49Q: 3 clusters Score -9805576 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79426 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -9805590.000000 Penalty: 5614.187988
	Iteration 50Q: 3 clusters Score -9805590 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -9805612.000000 Penalty: 5614.187988
	Iteration 51Q: 3 clusters Score -9805612 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79667 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -9805656.000000 Penalty: 5614.187988
	Iteration 52Q: 3 clusters Score -9805656 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79771 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -9805668.000000 Penalty: 5614.187988
	Iteration 53Q: 3 clusters Score -9805668 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79843 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -9805691.000000 Penalty: 5614.187988
	Iteration 54Q: 3 clusters Score -9805691 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79899 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -9805724.000000 Penalty: 5614.187988
	Iteration 55Q: 3 clusters Score -9805724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79951 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -9805715.000000 Penalty: 5614.187988
	Iteration 56Q: 3 clusters Score -9805715 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9805724.000000 Penalty: 5614.187988
	Iteration 57Q: 3 clusters Score -9805724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -9805734.000000 Penalty: 5614.187988
	Iteration 58Q: 3 clusters Score -9805734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80074 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -9805751.000000 Penalty: 5614.187988
	Iteration 59Q: 3 clusters Score -9805751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80118 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -9805777.000000 Penalty: 5614.187988
	Iteration 60F: 3 clusters Score -9805777 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80157 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -9805782.000000 Penalty: 5614.187988
	Iteration 61Q: 3 clusters Score -9805782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80190 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -9805797.000000 Penalty: 5614.187988
	Iteration 62Q: 3 clusters Score -9805797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80214 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -9805789.000000 Penalty: 5614.187988
	Iteration 63Q: 3 clusters Score -9805789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -9805811.000000 Penalty: 5614.187988
	Iteration 64Q: 3 clusters Score -9805811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80244 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -9805819.000000 Penalty: 5614.187988
	Iteration 65Q: 3 clusters Score -9805819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80261 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -9805827.000000 Penalty: 5614.187988
	Iteration 66Q: 3 clusters Score -9805827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80280 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9805829.000000 Penalty: 5614.187988
	Iteration 67Q: 3 clusters Score -9805829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80292 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -9805839.000000 Penalty: 5614.187988
	Iteration 68Q: 3 clusters Score -9805839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80304 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -9805823.000000 Penalty: 5614.187988
	Iteration 69Q: 3 clusters Score -9805823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -9805824.000000 Penalty: 5614.187988
	Iteration 70Q: 3 clusters Score -9805824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9805833.000000 Penalty: 5614.187988
	Iteration 71Q: 3 clusters Score -9805833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80336 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9805850.000000 Penalty: 5614.187988
	Iteration 72Q: 3 clusters Score -9805850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80359 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9805860.000000 Penalty: 5614.187988
	Iteration 73Q: 3 clusters Score -9805860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80382 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9805860.000000 Penalty: 5614.187988
	Iteration 74Q: 3 clusters Score -9805860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80406 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -9805860.000000 Penalty: 5614.187988
	Iteration 75Q: 3 clusters Score -9805860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80425 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -9805869.000000 Penalty: 5614.187988
	Iteration 76Q: 3 clusters Score -9805869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80448 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -9805868.000000 Penalty: 5614.187988
	Iteration 77Q: 3 clusters Score -9805868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9805869.000000 Penalty: 5614.187988
	Iteration 78Q: 3 clusters Score -9805869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80479 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -9805874.000000 Penalty: 5614.187988
	Iteration 79Q: 3 clusters Score -9805874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80494 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -9805881.000000 Penalty: 5614.187988
	Iteration 80F: 3 clusters Score -9805881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80499 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -9805869.000000 Penalty: 5614.187988
	Iteration 81Q: 3 clusters Score -9805869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80513 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -9805884.000000 Penalty: 5614.187988
	Iteration 82Q: 3 clusters Score -9805884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -9805878.000000 Penalty: 5614.187988
	Iteration 83Q: 3 clusters Score -9805878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -9805890.000000 Penalty: 5614.187988
	Iteration 84Q: 3 clusters Score -9805890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80539 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -9805887.000000 Penalty: 5614.187988
	Iteration 85Q: 3 clusters Score -9805887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -9805893.000000 Penalty: 5614.187988
	Iteration 86Q: 3 clusters Score -9805893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80551 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -9805892.000000 Penalty: 5614.187988
	Iteration 87Q: 3 clusters Score -9805892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80559 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -9805904.000000 Penalty: 5614.187988
	Iteration 88Q: 3 clusters Score -9805904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80563 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -9805910.000000 Penalty: 5614.187988
	Iteration 89Q: 3 clusters Score -9805910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80568 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -9805912.000000 Penalty: 5614.187988
	Iteration 90Q: 3 clusters Score -9805912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80573 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -9805916.000000 Penalty: 5614.187988
	Iteration 91Q: 3 clusters Score -9805916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80582 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9805927.000000 Penalty: 5614.187988
	Iteration 92Q: 3 clusters Score -9805927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80590 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9805926.000000 Penalty: 5614.187988
	Iteration 93Q: 3 clusters Score -9805926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80598 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9805937.000000 Penalty: 5614.187988
	Iteration 94Q: 3 clusters Score -9805937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80607 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -9805935.000000 Penalty: 5614.187988
	Iteration 95Q: 3 clusters Score -9805935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80622 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -9805927.000000 Penalty: 5614.187988
	Iteration 96Q: 3 clusters Score -9805927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -9805946.000000 Penalty: 5614.187988
	Iteration 97Q: 3 clusters Score -9805946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9805944.000000 Penalty: 5614.187988
	Iteration 98Q: 3 clusters Score -9805944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9805936.000000 Penalty: 5614.187988
	Iteration 99Q: 3 clusters Score -9805936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80654 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9805951.000000 Penalty: 5614.187988
	Iteration 100F: 3 clusters Score -9805951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9805945.000000 Penalty: 5614.187988
	Iteration 101Q: 3 clusters Score -9805945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80665 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9805944.000000 Penalty: 5614.187988
	Iteration 102Q: 3 clusters Score -9805944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -9805951.000000 Penalty: 5614.187988
	Iteration 103Q: 3 clusters Score -9805951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80668 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -9805947.000000 Penalty: 5614.187988
	Iteration 104Q: 3 clusters Score -9805947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80669 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -9805946.000000 Penalty: 5614.187988
	Iteration 105Q: 3 clusters Score -9805946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80669 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -9805945.000000 Penalty: 5614.187988
	Iteration 106Q: 3 clusters Score -9805945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80672 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9805941.000000 Penalty: 5614.187988
	Iteration 107Q: 3 clusters Score -9805941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -9805944.000000 Penalty: 5614.187988
	Iteration 108Q: 3 clusters Score -9805944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -9805943.000000 Penalty: 5614.187988
	Iteration 109Q: 3 clusters Score -9805943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -9805946.000000 Penalty: 5614.187988
	Iteration 110Q: 3 clusters Score -9805946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80689 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -9805951.000000 Penalty: 5614.187988
	Iteration 111Q: 3 clusters Score -9805951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80688 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -9805946.000000 Penalty: 5614.187988
	Iteration 112Q: 3 clusters Score -9805946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80688 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -9805946.000000 Penalty: 5614.187988
	Iteration 113F: 3 clusters Score -9805946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -56436.894531 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -56436.89 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 287 members 
Entering Unmasked Estep 
Score: -54899.605469 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -54899.61 nChanged 125
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: -55153.761719 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -55153.76 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55236.734375 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -55236.73 nChanged 21
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: -55285.347656 Penalty: 3150.904053
	Iteration 3Q: 3 clusters Score -55285.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -55350.656250 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -55350.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55399.414062 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -55399.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55423.554688 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -55423.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55474.101562 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -55474.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55494.343750 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -55494.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55517.902344 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -55517.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55571.894531 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -55571.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55617.031250 Penalty: 3150.904053
	Iteration 11Q: 3 clusters Score -55617.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55664.644531 Penalty: 3150.904053
	Iteration 12Q: 3 clusters Score -55664.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55723.468750 Penalty: 3150.904053
	Iteration 13Q: 3 clusters Score -55723.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55779.250000 Penalty: 3150.904053
	Iteration 14Q: 3 clusters Score -55779.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55829.628906 Penalty: 3150.904053
	Iteration 15Q: 3 clusters Score -55829.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55850.375000 Penalty: 3150.904053
	Iteration 16Q: 3 clusters Score -55850.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55858.136719 Penalty: 3150.904053
	Iteration 17Q: 3 clusters Score -55858.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55871.273438 Penalty: 3150.904053
	Iteration 18Q: 3 clusters Score -55871.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55895.863281 Penalty: 3150.904053
	Iteration 19Q: 3 clusters Score -55895.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55920.195312 Penalty: 3150.904053
	Iteration 20F: 3 clusters Score -55920.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55965.492188 Penalty: 3150.904053
	Iteration 21Q: 3 clusters Score -55965.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55999.164062 Penalty: 3150.904053
	Iteration 22Q: 3 clusters Score -55999.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56030.324219 Penalty: 3150.904053
	Iteration 23Q: 3 clusters Score -56030.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56047.031250 Penalty: 3150.904053
	Iteration 24Q: 3 clusters Score -56047.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56066.140625 Penalty: 3150.904053
	Iteration 25Q: 3 clusters Score -56066.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56069.640625 Penalty: 3150.904053
	Iteration 26Q: 3 clusters Score -56069.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56071.050781 Penalty: 3150.904053
	Iteration 27Q: 3 clusters Score -56071.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56071.050781 Penalty: 3150.904053
	Iteration 28F: 3 clusters Score -56071.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Entering Unmasked Estep 
Score: -204325.218750 Penalty: 1870.600464
	Iteration 0F: 2 clusters Score -204325.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -201783.234375 Penalty: 3741.200928
	Iteration 0F: 3 clusters Score -201783.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -202250.078125 Penalty: 3741.200928
	Iteration 1F: 3 clusters Score -202250.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -202356.328125 Penalty: 3741.200928
	Iteration 2F: 3 clusters Score -202356.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -202422.453125 Penalty: 3741.200928
	Iteration 3Q: 3 clusters Score -202422.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -202468.109375 Penalty: 3741.200928
	Iteration 4Q: 3 clusters Score -202468.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -202507.203125 Penalty: 3741.200928
	Iteration 5Q: 3 clusters Score -202507.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -202548.968750 Penalty: 3741.200928
	Iteration 6Q: 3 clusters Score -202549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -202591.843750 Penalty: 3741.200928
	Iteration 7Q: 3 clusters Score -202591.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -202623.406250 Penalty: 3741.200928
	Iteration 8Q: 3 clusters Score -202623.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -202655.890625 Penalty: 3741.200928
	Iteration 9Q: 3 clusters Score -202655.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -202682.812500 Penalty: 3741.200928
	Iteration 10Q: 3 clusters Score -202682.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -202709.062500 Penalty: 3741.200928
	Iteration 11Q: 3 clusters Score -202709.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -202733.140625 Penalty: 3741.200928
	Iteration 12Q: 3 clusters Score -202733.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -202751.515625 Penalty: 3741.200928
	Iteration 13Q: 3 clusters Score -202751.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -202769.750000 Penalty: 3741.200928
	Iteration 14Q: 3 clusters Score -202769.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -202792.906250 Penalty: 3741.200928
	Iteration 15Q: 3 clusters Score -202792.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -202812.609375 Penalty: 3741.200928
	Iteration 16Q: 3 clusters Score -202812.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -202834.500000 Penalty: 3741.200928
	Iteration 17Q: 3 clusters Score -202834.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -202851.437500 Penalty: 3741.200928
	Iteration 18Q: 3 clusters Score -202851.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -202863.312500 Penalty: 3741.200928
	Iteration 19Q: 3 clusters Score -202863.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -202870.437500 Penalty: 3741.200928
	Iteration 20F: 3 clusters Score -202870.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -202878.765625 Penalty: 3741.200928
	Iteration 21Q: 3 clusters Score -202878.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -202884.765625 Penalty: 3741.200928
	Iteration 22Q: 3 clusters Score -202884.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -202889.328125 Penalty: 3741.200928
	Iteration 23Q: 3 clusters Score -202889.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -202895.078125 Penalty: 3741.200928
	Iteration 24Q: 3 clusters Score -202895.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -202906.578125 Penalty: 3741.200928
	Iteration 25Q: 3 clusters Score -202906.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -202911.109375 Penalty: 3741.200928
	Iteration 26Q: 3 clusters Score -202911.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -202913.953125 Penalty: 3741.200928
	Iteration 27Q: 3 clusters Score -202914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -202916.500000 Penalty: 3741.200928
	Iteration 28Q: 3 clusters Score -202916.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -202919.390625 Penalty: 3741.200928
	Iteration 29Q: 3 clusters Score -202919.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -202921.296875 Penalty: 3741.200928
	Iteration 30Q: 3 clusters Score -202921.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -202922.265625 Penalty: 3741.200928
	Iteration 31Q: 3 clusters Score -202922.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -202922.750000 Penalty: 3741.200928
	Iteration 32Q: 3 clusters Score -202922.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -202922.750000 Penalty: 3741.200928
	Iteration 33F: 3 clusters Score -202922.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Entering Unmasked Estep 
Score: -3109920.000000 Penalty: 2514.323730
	Iteration 0F: 2 clusters Score -3109920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3092503.000000 Penalty: 5028.647461
	Iteration 0F: 3 clusters Score -3092503 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -3098479.250000 Penalty: 5028.647461
	Iteration 1F: 3 clusters Score -3098479 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3098847.250000 Penalty: 5028.647461
	Iteration 2Q: 3 clusters Score -3098847 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -3099171.500000 Penalty: 5028.647461
	Iteration 3Q: 3 clusters Score -3099172 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -3099550.250000 Penalty: 5028.647461
	Iteration 4Q: 3 clusters Score -3099550 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3099934.250000 Penalty: 5028.647461
	Iteration 5Q: 3 clusters Score -3099934 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -3100313.250000 Penalty: 5028.647461
	Iteration 6Q: 3 clusters Score -3100313 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3100690.500000 Penalty: 5028.647461
	Iteration 7Q: 3 clusters Score -3100690 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3101209.750000 Penalty: 5028.647461
	Iteration 8Q: 3 clusters Score -3101210 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3101906.500000 Penalty: 5028.647461
	Iteration 9Q: 3 clusters Score -3101906 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3102951.000000 Penalty: 5028.647461
	Iteration 10F: 3 clusters Score -3102951 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3104234.250000 Penalty: 5028.647461
	Iteration 11F: 3 clusters Score -3104234 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3105406.750000 Penalty: 5028.647461
	Iteration 12F: 3 clusters Score -3105407 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -3106129.750000 Penalty: 5028.647461
	Iteration 13Q: 3 clusters Score -3106130 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3106468.750000 Penalty: 5028.647461
	Iteration 14Q: 3 clusters Score -3106469 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -3106654.750000 Penalty: 5028.647461
	Iteration 15Q: 3 clusters Score -3106655 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -3106764.500000 Penalty: 5028.647461
	Iteration 16Q: 3 clusters Score -3106764 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -3106871.750000 Penalty: 5028.647461
	Iteration 17Q: 3 clusters Score -3106872 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -3106956.500000 Penalty: 5028.647461
	Iteration 18Q: 3 clusters Score -3106956 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3107030.750000 Penalty: 5028.647461
	Iteration 19Q: 3 clusters Score -3107031 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3107081.500000 Penalty: 5028.647461
	Iteration 20F: 3 clusters Score -3107082 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -3107125.500000 Penalty: 5028.647461
	Iteration 21Q: 3 clusters Score -3107126 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3107158.000000 Penalty: 5028.647461
	Iteration 22Q: 3 clusters Score -3107158 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -3107192.250000 Penalty: 5028.647461
	Iteration 23Q: 3 clusters Score -3107192 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -3107227.500000 Penalty: 5028.647461
	Iteration 24Q: 3 clusters Score -3107228 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -3107251.250000 Penalty: 5028.647461
	Iteration 25Q: 3 clusters Score -3107251 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -3107267.250000 Penalty: 5028.647461
	Iteration 26Q: 3 clusters Score -3107267 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -3107299.500000 Penalty: 5028.647461
	Iteration 27Q: 3 clusters Score -3107300 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3107323.750000 Penalty: 5028.647461
	Iteration 28Q: 3 clusters Score -3107324 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -3107358.000000 Penalty: 5028.647461
	Iteration 29Q: 3 clusters Score -3107358 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -3107395.000000 Penalty: 5028.647461
	Iteration 30Q: 3 clusters Score -3107395 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -3107402.500000 Penalty: 5028.647461
	Iteration 31Q: 3 clusters Score -3107402 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -3107432.750000 Penalty: 5028.647461
	Iteration 32Q: 3 clusters Score -3107433 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3107464.500000 Penalty: 5028.647461
	Iteration 33Q: 3 clusters Score -3107464 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -3107485.750000 Penalty: 5028.647461
	Iteration 34Q: 3 clusters Score -3107486 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3107501.750000 Penalty: 5028.647461
	Iteration 35Q: 3 clusters Score -3107502 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -3107521.000000 Penalty: 5028.647461
	Iteration 36Q: 3 clusters Score -3107521 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -3107552.000000 Penalty: 5028.647461
	Iteration 37Q: 3 clusters Score -3107552 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -3107557.250000 Penalty: 5028.647461
	Iteration 38Q: 3 clusters Score -3107557 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -3107586.000000 Penalty: 5028.647461
	Iteration 39Q: 3 clusters Score -3107586 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -3107597.000000 Penalty: 5028.647461
	Iteration 40F: 3 clusters Score -3107597 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3107612.750000 Penalty: 5028.647461
	Iteration 41Q: 3 clusters Score -3107613 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -3107637.000000 Penalty: 5028.647461
	Iteration 42Q: 3 clusters Score -3107637 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -3107655.250000 Penalty: 5028.647461
	Iteration 43Q: 3 clusters Score -3107655 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -3107694.000000 Penalty: 5028.647461
	Iteration 44Q: 3 clusters Score -3107694 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -3107703.500000 Penalty: 5028.647461
	Iteration 45Q: 3 clusters Score -3107704 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -3107738.750000 Penalty: 5028.647461
	Iteration 46Q: 3 clusters Score -3107739 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -3107765.000000 Penalty: 5028.647461
	Iteration 47Q: 3 clusters Score -3107765 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -3107781.500000 Penalty: 5028.647461
	Iteration 48Q: 3 clusters Score -3107782 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3107823.750000 Penalty: 5028.647461
	Iteration 49Q: 3 clusters Score -3107824 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -3107838.500000 Penalty: 5028.647461
	Iteration 50Q: 3 clusters Score -3107838 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3107847.750000 Penalty: 5028.647461
	Iteration 51Q: 3 clusters Score -3107848 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -3107873.750000 Penalty: 5028.647461
	Iteration 52Q: 3 clusters Score -3107874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -3107890.750000 Penalty: 5028.647461
	Iteration 53Q: 3 clusters Score -3107891 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3107902.000000 Penalty: 5028.647461
	Iteration 54Q: 3 clusters Score -3107902 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3107917.500000 Penalty: 5028.647461
	Iteration 55Q: 3 clusters Score -3107918 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -3107936.250000 Penalty: 5028.647461
	Iteration 56Q: 3 clusters Score -3107936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3107955.000000 Penalty: 5028.647461
	Iteration 57Q: 3 clusters Score -3107955 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -3107967.500000 Penalty: 5028.647461
	Iteration 58Q: 3 clusters Score -3107968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -3107984.750000 Penalty: 5028.647461
	Iteration 59Q: 3 clusters Score -3107985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -3108001.250000 Penalty: 5028.647461
	Iteration 60F: 3 clusters Score -3108001 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -3108012.250000 Penalty: 5028.647461
	Iteration 61Q: 3 clusters Score -3108012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -3108026.000000 Penalty: 5028.647461
	Iteration 62Q: 3 clusters Score -3108026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3108034.500000 Penalty: 5028.647461
	Iteration 63Q: 3 clusters Score -3108034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3108044.750000 Penalty: 5028.647461
	Iteration 64Q: 3 clusters Score -3108045 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -3108060.000000 Penalty: 5028.647461
	Iteration 65Q: 3 clusters Score -3108060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3108063.500000 Penalty: 5028.647461
	Iteration 66Q: 3 clusters Score -3108064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -3108074.250000 Penalty: 5028.647461
	Iteration 67Q: 3 clusters Score -3108074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -3108080.000000 Penalty: 5028.647461
	Iteration 68Q: 3 clusters Score -3108080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3108080.750000 Penalty: 5028.647461
	Iteration 69Q: 3 clusters Score -3108081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -3108083.750000 Penalty: 5028.647461
	Iteration 70Q: 3 clusters Score -3108084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -3108092.250000 Penalty: 5028.647461
	Iteration 71Q: 3 clusters Score -3108092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -3108100.500000 Penalty: 5028.647461
	Iteration 72Q: 3 clusters Score -3108100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3108118.000000 Penalty: 5028.647461
	Iteration 73Q: 3 clusters Score -3108118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -3108132.500000 Penalty: 5028.647461
	Iteration 74Q: 3 clusters Score -3108132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3108137.250000 Penalty: 5028.647461
	Iteration 75Q: 3 clusters Score -3108137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -3108142.750000 Penalty: 5028.647461
	Iteration 76Q: 3 clusters Score -3108143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -3108145.250000 Penalty: 5028.647461
	Iteration 77Q: 3 clusters Score -3108145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3108152.250000 Penalty: 5028.647461
	Iteration 78Q: 3 clusters Score -3108152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -3108160.250000 Penalty: 5028.647461
	Iteration 79Q: 3 clusters Score -3108160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3108163.000000 Penalty: 5028.647461
	Iteration 80F: 3 clusters Score -3108163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3108167.750000 Penalty: 5028.647461
	Iteration 81Q: 3 clusters Score -3108168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -3108168.250000 Penalty: 5028.647461
	Iteration 82Q: 3 clusters Score -3108168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3108174.500000 Penalty: 5028.647461
	Iteration 83Q: 3 clusters Score -3108174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3108179.250000 Penalty: 5028.647461
	Iteration 84Q: 3 clusters Score -3108179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3108176.500000 Penalty: 5028.647461
	Iteration 85Q: 3 clusters Score -3108176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -3108184.750000 Penalty: 5028.647461
	Iteration 86Q: 3 clusters Score -3108185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3108188.750000 Penalty: 5028.647461
	Iteration 87Q: 3 clusters Score -3108189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3108193.750000 Penalty: 5028.647461
	Iteration 88Q: 3 clusters Score -3108194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -3108197.500000 Penalty: 5028.647461
	Iteration 89Q: 3 clusters Score -3108198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3108197.250000 Penalty: 5028.647461
	Iteration 90Q: 3 clusters Score -3108197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -3108197.250000 Penalty: 5028.647461
	Iteration 91Q: 3 clusters Score -3108197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -3108196.000000 Penalty: 5028.647461
	Iteration 92Q: 3 clusters Score -3108196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3108199.000000 Penalty: 5028.647461
	Iteration 93Q: 3 clusters Score -3108199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -3108203.500000 Penalty: 5028.647461
	Iteration 94Q: 3 clusters Score -3108204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -3108200.000000 Penalty: 5028.647461
	Iteration 95Q: 3 clusters Score -3108200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -3108200.000000 Penalty: 5028.647461
	Iteration 96Q: 3 clusters Score -3108200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -3108199.500000 Penalty: 5028.647461
	Iteration 97Q: 3 clusters Score -3108200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3108205.250000 Penalty: 5028.647461
	Iteration 98Q: 3 clusters Score -3108205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -3108209.500000 Penalty: 5028.647461
	Iteration 99Q: 3 clusters Score -3108210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3108206.500000 Penalty: 5028.647461
	Iteration 100F: 3 clusters Score -3108206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -3108208.250000 Penalty: 5028.647461
	Iteration 101Q: 3 clusters Score -3108208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -3108206.250000 Penalty: 5028.647461
	Iteration 102Q: 3 clusters Score -3108206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -3108206.000000 Penalty: 5028.647461
	Iteration 103Q: 3 clusters Score -3108206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -3108205.500000 Penalty: 5028.647461
	Iteration 104Q: 3 clusters Score -3108206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -3108202.750000 Penalty: 5028.647461
	Iteration 105Q: 3 clusters Score -3108203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3108207.000000 Penalty: 5028.647461
	Iteration 106Q: 3 clusters Score -3108207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3108209.250000 Penalty: 5028.647461
	Iteration 107Q: 3 clusters Score -3108209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3108208.250000 Penalty: 5028.647461
	Iteration 108Q: 3 clusters Score -3108208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3108208.750000 Penalty: 5028.647461
	Iteration 109Q: 3 clusters Score -3108209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3108211.250000 Penalty: 5028.647461
	Iteration 110Q: 3 clusters Score -3108211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3108211.250000 Penalty: 5028.647461
	Iteration 111F: 3 clusters Score -3108211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (214609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214609 members 
Entering Unmasked Estep 
Score: -26148072.000000 Penalty: 3044.590088
	Iteration 0F: 2 clusters Score -2.614807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107049 members 
Mstep: Class 2 contains 107560 members 
Entering Unmasked Estep 
Score: -26011230.000000 Penalty: 6089.180176
	Iteration 0F: 3 clusters Score -2.601123e+07 nChanged 103691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101144 members 
Mstep: Class 2 contains 113465 members 
Entering Unmasked Estep 
Score: -26072474.000000 Penalty: 6089.180176
	Iteration 1F: 3 clusters Score -2.607247e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97391 members 
Mstep: Class 2 contains 117218 members 
Entering Unmasked Estep 
Score: -26074240.000000 Penalty: 6089.180176
	Iteration 2Q: 3 clusters Score -2.607424e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 122840 members 
Entering Unmasked Estep 
Score: -26077222.000000 Penalty: 6089.180176
	Iteration 3Q: 3 clusters Score -2.607722e+07 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83512 members 
Mstep: Class 2 contains 131097 members 
Entering Unmasked Estep 
Score: -26082640.000000 Penalty: 6089.180176
	Iteration 4Q: 3 clusters Score -2.608264e+07 nChanged 14255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 142580 members 
Entering Unmasked Estep 
Score: -26092490.000000 Penalty: 6089.180176
	Iteration 5F: 3 clusters Score -2.609249e+07 nChanged 17494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 157130 members 
Entering Unmasked Estep 
Score: -26106858.000000 Penalty: 6089.180176
	Iteration 6F: 3 clusters Score -2.610686e+07 nChanged 17532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 172038 members 
Entering Unmasked Estep 
Score: -26122108.000000 Penalty: 6089.180176
	Iteration 7F: 3 clusters Score -2.612211e+07 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 183080 members 
Entering Unmasked Estep 
Score: -26134418.000000 Penalty: 6089.180176
	Iteration 8F: 3 clusters Score -2.613442e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 189023 members 
Entering Unmasked Estep 
Score: -26140924.000000 Penalty: 6089.180176
	Iteration 9Q: 3 clusters Score -2.614092e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 192078 members 
Entering Unmasked Estep 
Score: -26143962.000000 Penalty: 6089.180176
	Iteration 10Q: 3 clusters Score -2.614396e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 194254 members 
Entering Unmasked Estep 
Score: -26144906.000000 Penalty: 6089.180176
	Iteration 11Q: 3 clusters Score -2.614491e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 196017 members 
Entering Unmasked Estep 
Score: -26145384.000000 Penalty: 6089.180176
	Iteration 12Q: 3 clusters Score -2.614538e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 197584 members 
Entering Unmasked Estep 
Score: -26145686.000000 Penalty: 6089.180176
	Iteration 13Q: 3 clusters Score -2.614569e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 198919 members 
Entering Unmasked Estep 
Score: -26145912.000000 Penalty: 6089.180176
	Iteration 14Q: 3 clusters Score -2.614591e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 200116 members 
Entering Unmasked Estep 
Score: -26146072.000000 Penalty: 6089.180176
	Iteration 15Q: 3 clusters Score -2.614607e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 201192 members 
Entering Unmasked Estep 
Score: -26146214.000000 Penalty: 6089.180176
	Iteration 16Q: 3 clusters Score -2.614621e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 202081 members 
Entering Unmasked Estep 
Score: -26146462.000000 Penalty: 6089.180176
	Iteration 17Q: 3 clusters Score -2.614646e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 202858 members 
Entering Unmasked Estep 
Score: -26146516.000000 Penalty: 6089.180176
	Iteration 18Q: 3 clusters Score -2.614652e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 203577 members 
Entering Unmasked Estep 
Score: -26146616.000000 Penalty: 6089.180176
	Iteration 19Q: 3 clusters Score -2.614662e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 204226 members 
Entering Unmasked Estep 
Score: -26146704.000000 Penalty: 6089.180176
	Iteration 20F: 3 clusters Score -2.61467e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 204782 members 
Entering Unmasked Estep 
Score: -26146822.000000 Penalty: 6089.180176
	Iteration 21Q: 3 clusters Score -2.614682e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 205287 members 
Entering Unmasked Estep 
Score: -26146846.000000 Penalty: 6089.180176
	Iteration 22Q: 3 clusters Score -2.614685e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 205758 members 
Entering Unmasked Estep 
Score: -26146912.000000 Penalty: 6089.180176
	Iteration 23Q: 3 clusters Score -2.614691e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 206193 members 
Entering Unmasked Estep 
Score: -26146900.000000 Penalty: 6089.180176
	Iteration 24Q: 3 clusters Score -2.61469e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 206612 members 
Entering Unmasked Estep 
Score: -26146996.000000 Penalty: 6089.180176
	Iteration 25Q: 3 clusters Score -2.6147e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 207017 members 
Entering Unmasked Estep 
Score: -26147058.000000 Penalty: 6089.180176
	Iteration 26Q: 3 clusters Score -2.614706e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 207410 members 
Entering Unmasked Estep 
Score: -26147054.000000 Penalty: 6089.180176
	Iteration 27Q: 3 clusters Score -2.614705e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 207747 members 
Entering Unmasked Estep 
Score: -26147046.000000 Penalty: 6089.180176
	Iteration 28Q: 3 clusters Score -2.614705e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 208031 members 
Entering Unmasked Estep 
Score: -26147050.000000 Penalty: 6089.180176
	Iteration 29Q: 3 clusters Score -2.614705e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 208283 members 
Entering Unmasked Estep 
Score: -26147074.000000 Penalty: 6089.180176
	Iteration 30Q: 3 clusters Score -2.614707e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 208516 members 
Entering Unmasked Estep 
Score: -26147116.000000 Penalty: 6089.180176
	Iteration 31Q: 3 clusters Score -2.614712e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 208692 members 
Entering Unmasked Estep 
Score: -26147112.000000 Penalty: 6089.180176
	Iteration 32Q: 3 clusters Score -2.614711e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 208842 members 
Entering Unmasked Estep 
Score: -26147088.000000 Penalty: 6089.180176
	Iteration 33Q: 3 clusters Score -2.614709e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 208958 members 
Entering Unmasked Estep 
Score: -26147068.000000 Penalty: 6089.180176
	Iteration 34Q: 3 clusters Score -2.614707e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 209063 members 
Entering Unmasked Estep 
Score: -26147040.000000 Penalty: 6089.180176
	Iteration 35Q: 3 clusters Score -2.614704e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 209167 members 
Entering Unmasked Estep 
Score: -26147000.000000 Penalty: 6089.180176
	Iteration 36Q: 3 clusters Score -2.6147e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 209269 members 
Entering Unmasked Estep 
Score: -26146942.000000 Penalty: 6089.180176
	Iteration 37Q: 3 clusters Score -2.614694e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 209372 members 
Entering Unmasked Estep 
Score: -26146948.000000 Penalty: 6089.180176
	Iteration 38Q: 3 clusters Score -2.614695e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 209461 members 
Entering Unmasked Estep 
Score: -26146980.000000 Penalty: 6089.180176
	Iteration 39Q: 3 clusters Score -2.614698e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 209534 members 
Entering Unmasked Estep 
Score: -26146998.000000 Penalty: 6089.180176
	Iteration 40F: 3 clusters Score -2.6147e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 209599 members 
Entering Unmasked Estep 
Score: -26147002.000000 Penalty: 6089.180176
	Iteration 41Q: 3 clusters Score -2.6147e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 209653 members 
Entering Unmasked Estep 
Score: -26146998.000000 Penalty: 6089.180176
	Iteration 42Q: 3 clusters Score -2.6147e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 209707 members 
Entering Unmasked Estep 
Score: -26146968.000000 Penalty: 6089.180176
	Iteration 43Q: 3 clusters Score -2.614697e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 209757 members 
Entering Unmasked Estep 
Score: -26146978.000000 Penalty: 6089.180176
	Iteration 44Q: 3 clusters Score -2.614698e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 209808 members 
Entering Unmasked Estep 
Score: -26146980.000000 Penalty: 6089.180176
	Iteration 45Q: 3 clusters Score -2.614698e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 209855 members 
Entering Unmasked Estep 
Score: -26146994.000000 Penalty: 6089.180176
	Iteration 46Q: 3 clusters Score -2.614699e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 209900 members 
Entering Unmasked Estep 
Score: -26146984.000000 Penalty: 6089.180176
	Iteration 47Q: 3 clusters Score -2.614698e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 209948 members 
Entering Unmasked Estep 
Score: -26147002.000000 Penalty: 6089.180176
	Iteration 48Q: 3 clusters Score -2.6147e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 209989 members 
Entering Unmasked Estep 
Score: -26147022.000000 Penalty: 6089.180176
	Iteration 49Q: 3 clusters Score -2.614702e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 210026 members 
Entering Unmasked Estep 
Score: -26146974.000000 Penalty: 6089.180176
	Iteration 50Q: 3 clusters Score -2.614697e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 210058 members 
Entering Unmasked Estep 
Score: -26147008.000000 Penalty: 6089.180176
	Iteration 51Q: 3 clusters Score -2.614701e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 210081 members 
Entering Unmasked Estep 
Score: -26146998.000000 Penalty: 6089.180176
	Iteration 52Q: 3 clusters Score -2.6147e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 210101 members 
Entering Unmasked Estep 
Score: -26147000.000000 Penalty: 6089.180176
	Iteration 53Q: 3 clusters Score -2.6147e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 210116 members 
Entering Unmasked Estep 
Score: -26147008.000000 Penalty: 6089.180176
	Iteration 54Q: 3 clusters Score -2.614701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 210131 members 
Entering Unmasked Estep 
Score: -26147000.000000 Penalty: 6089.180176
	Iteration 55Q: 3 clusters Score -2.6147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 210148 members 
Entering Unmasked Estep 
Score: -26147000.000000 Penalty: 6089.180176
	Iteration 56Q: 3 clusters Score -2.6147e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 210161 members 
Entering Unmasked Estep 
Score: -26147024.000000 Penalty: 6089.180176
	Iteration 57Q: 3 clusters Score -2.614702e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 210180 members 
Entering Unmasked Estep 
Score: -26147050.000000 Penalty: 6089.180176
	Iteration 58Q: 3 clusters Score -2.614705e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 210199 members 
Entering Unmasked Estep 
Score: -26147038.000000 Penalty: 6089.180176
	Iteration 59Q: 3 clusters Score -2.614704e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 210220 members 
Entering Unmasked Estep 
Score: -26147040.000000 Penalty: 6089.180176
	Iteration 60F: 3 clusters Score -2.614704e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 210236 members 
Entering Unmasked Estep 
Score: -26147026.000000 Penalty: 6089.180176
	Iteration 61Q: 3 clusters Score -2.614703e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 210251 members 
Entering Unmasked Estep 
Score: -26147030.000000 Penalty: 6089.180176
	Iteration 62Q: 3 clusters Score -2.614703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 210262 members 
Entering Unmasked Estep 
Score: -26147042.000000 Penalty: 6089.180176
	Iteration 63Q: 3 clusters Score -2.614704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 210272 members 
Entering Unmasked Estep 
Score: -26147042.000000 Penalty: 6089.180176
	Iteration 64Q: 3 clusters Score -2.614704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 210281 members 
Entering Unmasked Estep 
Score: -26147022.000000 Penalty: 6089.180176
	Iteration 65Q: 3 clusters Score -2.614702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 210291 members 
Entering Unmasked Estep 
Score: -26147010.000000 Penalty: 6089.180176
	Iteration 66Q: 3 clusters Score -2.614701e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 210301 members 
Entering Unmasked Estep 
Score: -26147004.000000 Penalty: 6089.180176
	Iteration 67Q: 3 clusters Score -2.6147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 210308 members 
Entering Unmasked Estep 
Score: -26147020.000000 Penalty: 6089.180176
	Iteration 68Q: 3 clusters Score -2.614702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 210313 members 
Entering Unmasked Estep 
Score: -26147010.000000 Penalty: 6089.180176
	Iteration 69Q: 3 clusters Score -2.614701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 210315 members 
Entering Unmasked Estep 
Score: -26147008.000000 Penalty: 6089.180176
	Iteration 70Q: 3 clusters Score -2.614701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 210317 members 
Entering Unmasked Estep 
Score: -26147002.000000 Penalty: 6089.180176
	Iteration 71Q: 3 clusters Score -2.6147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 210321 members 
Entering Unmasked Estep 
Score: -26146998.000000 Penalty: 6089.180176
	Iteration 72Q: 3 clusters Score -2.6147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 210322 members 
Entering Unmasked Estep 
Score: -26146996.000000 Penalty: 6089.180176
	Iteration 73Q: 3 clusters Score -2.6147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 210322 members 
Entering Unmasked Estep 
Score: -26146996.000000 Penalty: 6089.180176
	Iteration 74F: 3 clusters Score -2.6147e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65743 members 
Entering Unmasked Estep 
Score: -8062900.500000 Penalty: 2751.190186
	Iteration 0F: 2 clusters Score -8062900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -8018966.000000 Penalty: 5502.380371
	Iteration 0F: 3 clusters Score -8018966 nChanged 30492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -8036087.500000 Penalty: 5502.380371
	Iteration 1F: 3 clusters Score -8036088 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -8036683.000000 Penalty: 5502.380371
	Iteration 2Q: 3 clusters Score -8036683 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -8037392.000000 Penalty: 5502.380371
	Iteration 3Q: 3 clusters Score -8037392 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -8038129.000000 Penalty: 5502.380371
	Iteration 4Q: 3 clusters Score -8038129 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -8039145.500000 Penalty: 5502.380371
	Iteration 5Q: 3 clusters Score -8039146 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -8040483.000000 Penalty: 5502.380371
	Iteration 6Q: 3 clusters Score -8040483 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -8042495.000000 Penalty: 5502.380371
	Iteration 7F: 3 clusters Score -8042495 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -8045448.500000 Penalty: 5502.380371
	Iteration 8F: 3 clusters Score -8045448 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -8049074.500000 Penalty: 5502.380371
	Iteration 9F: 3 clusters Score -8049074 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -8051996.500000 Penalty: 5502.380371
	Iteration 10F: 3 clusters Score -8051996 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -8053468.500000 Penalty: 5502.380371
	Iteration 11Q: 3 clusters Score -8053468 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -8054185.500000 Penalty: 5502.380371
	Iteration 12Q: 3 clusters Score -8054186 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -8054668.000000 Penalty: 5502.380371
	Iteration 13Q: 3 clusters Score -8054668 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -8055100.500000 Penalty: 5502.380371
	Iteration 14Q: 3 clusters Score -8055100 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -8055495.000000 Penalty: 5502.380371
	Iteration 15Q: 3 clusters Score -8055495 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -8055900.000000 Penalty: 5502.380371
	Iteration 16Q: 3 clusters Score -8055900 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -8056236.000000 Penalty: 5502.380371
	Iteration 17Q: 3 clusters Score -8056236 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -8056539.500000 Penalty: 5502.380371
	Iteration 18Q: 3 clusters Score -8056540 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -8056787.000000 Penalty: 5502.380371
	Iteration 19Q: 3 clusters Score -8056787 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -8056940.000000 Penalty: 5502.380371
	Iteration 20F: 3 clusters Score -8056940 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -8057127.000000 Penalty: 5502.380371
	Iteration 21Q: 3 clusters Score -8057127 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -8057299.500000 Penalty: 5502.380371
	Iteration 22Q: 3 clusters Score -8057300 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -8057434.500000 Penalty: 5502.380371
	Iteration 23Q: 3 clusters Score -8057434 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -8057550.000000 Penalty: 5502.380371
	Iteration 24Q: 3 clusters Score -8057550 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -8057652.000000 Penalty: 5502.380371
	Iteration 25Q: 3 clusters Score -8057652 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -8057747.500000 Penalty: 5502.380371
	Iteration 26Q: 3 clusters Score -8057748 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -8057875.000000 Penalty: 5502.380371
	Iteration 27Q: 3 clusters Score -8057875 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -8057968.000000 Penalty: 5502.380371
	Iteration 28Q: 3 clusters Score -8057968 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -8058039.000000 Penalty: 5502.380371
	Iteration 29Q: 3 clusters Score -8058039 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -8058119.000000 Penalty: 5502.380371
	Iteration 30Q: 3 clusters Score -8058119 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -8058222.500000 Penalty: 5502.380371
	Iteration 31Q: 3 clusters Score -8058222 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -8058329.500000 Penalty: 5502.380371
	Iteration 32Q: 3 clusters Score -8058330 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -8058430.000000 Penalty: 5502.380371
	Iteration 33Q: 3 clusters Score -8058430 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -8058496.000000 Penalty: 5502.380371
	Iteration 34Q: 3 clusters Score -8058496 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -8058595.500000 Penalty: 5502.380371
	Iteration 35Q: 3 clusters Score -8058596 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -8058696.000000 Penalty: 5502.380371
	Iteration 36Q: 3 clusters Score -8058696 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -8058808.500000 Penalty: 5502.380371
	Iteration 37Q: 3 clusters Score -8058808 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -8058909.000000 Penalty: 5502.380371
	Iteration 38Q: 3 clusters Score -8058909 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -8058940.500000 Penalty: 5502.380371
	Iteration 39Q: 3 clusters Score -8058940 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -8059019.000000 Penalty: 5502.380371
	Iteration 40F: 3 clusters Score -8059019 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -8059086.000000 Penalty: 5502.380371
	Iteration 41Q: 3 clusters Score -8059086 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -8059131.000000 Penalty: 5502.380371
	Iteration 42Q: 3 clusters Score -8059131 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -8059201.500000 Penalty: 5502.380371
	Iteration 43Q: 3 clusters Score -8059202 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57087 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -8059281.000000 Penalty: 5502.380371
	Iteration 44Q: 3 clusters Score -8059281 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -8059324.500000 Penalty: 5502.380371
	Iteration 45Q: 3 clusters Score -8059324 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -8059440.500000 Penalty: 5502.380371
	Iteration 46Q: 3 clusters Score -8059440 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58113 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -8059521.500000 Penalty: 5502.380371
	Iteration 47Q: 3 clusters Score -8059522 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -8059603.500000 Penalty: 5502.380371
	Iteration 48Q: 3 clusters Score -8059604 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -8059707.000000 Penalty: 5502.380371
	Iteration 49Q: 3 clusters Score -8059707 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59060 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -8059758.000000 Penalty: 5502.380371
	Iteration 50Q: 3 clusters Score -8059758 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -8059811.000000 Penalty: 5502.380371
	Iteration 51Q: 3 clusters Score -8059811 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -8059860.000000 Penalty: 5502.380371
	Iteration 52Q: 3 clusters Score -8059860 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59846 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -8059889.500000 Penalty: 5502.380371
	Iteration 53Q: 3 clusters Score -8059890 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60040 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -8059923.500000 Penalty: 5502.380371
	Iteration 54Q: 3 clusters Score -8059924 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -8059983.500000 Penalty: 5502.380371
	Iteration 55Q: 3 clusters Score -8059984 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -8060033.500000 Penalty: 5502.380371
	Iteration 56Q: 3 clusters Score -8060034 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -8060076.000000 Penalty: 5502.380371
	Iteration 57Q: 3 clusters Score -8060076 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -8060076.000000 Penalty: 5502.380371
	Iteration 58Q: 3 clusters Score -8060076 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -8060104.000000 Penalty: 5502.380371
	Iteration 59Q: 3 clusters Score -8060104 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61035 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -8060142.000000 Penalty: 5502.380371
	Iteration 60F: 3 clusters Score -8060142 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -8060139.000000 Penalty: 5502.380371
	Iteration 61Q: 3 clusters Score -8060139 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -8060168.500000 Penalty: 5502.380371
	Iteration 62Q: 3 clusters Score -8060168 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61402 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -8060180.000000 Penalty: 5502.380371
	Iteration 63Q: 3 clusters Score -8060180 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -8060204.500000 Penalty: 5502.380371
	Iteration 64Q: 3 clusters Score -8060204 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -8060228.500000 Penalty: 5502.380371
	Iteration 65Q: 3 clusters Score -8060228 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -8060258.500000 Penalty: 5502.380371
	Iteration 66Q: 3 clusters Score -8060258 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -8060291.500000 Penalty: 5502.380371
	Iteration 67Q: 3 clusters Score -8060292 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61989 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -8060298.500000 Penalty: 5502.380371
	Iteration 68Q: 3 clusters Score -8060298 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -8060316.000000 Penalty: 5502.380371
	Iteration 69Q: 3 clusters Score -8060316 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62154 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -8060336.000000 Penalty: 5502.380371
	Iteration 70Q: 3 clusters Score -8060336 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62241 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -8060359.000000 Penalty: 5502.380371
	Iteration 71Q: 3 clusters Score -8060359 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -8060382.000000 Penalty: 5502.380371
	Iteration 72Q: 3 clusters Score -8060382 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62396 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -8060399.500000 Penalty: 5502.380371
	Iteration 73Q: 3 clusters Score -8060400 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62462 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -8060426.500000 Penalty: 5502.380371
	Iteration 74Q: 3 clusters Score -8060426 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -8060434.000000 Penalty: 5502.380371
	Iteration 75Q: 3 clusters Score -8060434 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -8060454.500000 Penalty: 5502.380371
	Iteration 76Q: 3 clusters Score -8060454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -8060472.000000 Penalty: 5502.380371
	Iteration 77Q: 3 clusters Score -8060472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62677 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -8060496.500000 Penalty: 5502.380371
	Iteration 78Q: 3 clusters Score -8060496 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62741 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -8060511.500000 Penalty: 5502.380371
	Iteration 79Q: 3 clusters Score -8060512 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -8060502.500000 Penalty: 5502.380371
	Iteration 80F: 3 clusters Score -8060502 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62868 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -8060509.000000 Penalty: 5502.380371
	Iteration 81Q: 3 clusters Score -8060509 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -8060523.500000 Penalty: 5502.380371
	Iteration 82Q: 3 clusters Score -8060524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -8060530.500000 Penalty: 5502.380371
	Iteration 83Q: 3 clusters Score -8060530 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -8060549.500000 Penalty: 5502.380371
	Iteration 84Q: 3 clusters Score -8060550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -8060558.000000 Penalty: 5502.380371
	Iteration 85Q: 3 clusters Score -8060558 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8060565.000000 Penalty: 5502.380371
	Iteration 86Q: 3 clusters Score -8060565 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -8060596.500000 Penalty: 5502.380371
	Iteration 87Q: 3 clusters Score -8060596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -8060603.000000 Penalty: 5502.380371
	Iteration 88Q: 3 clusters Score -8060603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -8060622.000000 Penalty: 5502.380371
	Iteration 89Q: 3 clusters Score -8060622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63305 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -8060620.500000 Penalty: 5502.380371
	Iteration 90Q: 3 clusters Score -8060620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8060613.000000 Penalty: 5502.380371
	Iteration 91Q: 3 clusters Score -8060613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8060608.500000 Penalty: 5502.380371
	Iteration 92Q: 3 clusters Score -8060608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8060615.000000 Penalty: 5502.380371
	Iteration 93Q: 3 clusters Score -8060615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63400 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8060607.500000 Penalty: 5502.380371
	Iteration 94Q: 3 clusters Score -8060608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8060615.500000 Penalty: 5502.380371
	Iteration 95Q: 3 clusters Score -8060616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -8060615.500000 Penalty: 5502.380371
	Iteration 96Q: 3 clusters Score -8060616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63441 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8060605.500000 Penalty: 5502.380371
	Iteration 97Q: 3 clusters Score -8060606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -8060610.000000 Penalty: 5502.380371
	Iteration 98Q: 3 clusters Score -8060610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -8060618.500000 Penalty: 5502.380371
	Iteration 99Q: 3 clusters Score -8060618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -8060623.000000 Penalty: 5502.380371
	Iteration 100F: 3 clusters Score -8060623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -8060620.000000 Penalty: 5502.380371
	Iteration 101Q: 3 clusters Score -8060620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -8060627.000000 Penalty: 5502.380371
	Iteration 102Q: 3 clusters Score -8060627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8060637.500000 Penalty: 5502.380371
	Iteration 103Q: 3 clusters Score -8060638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -8060659.000000 Penalty: 5502.380371
	Iteration 104Q: 3 clusters Score -8060659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63554 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -8060643.000000 Penalty: 5502.380371
	Iteration 105Q: 3 clusters Score -8060643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -8060641.000000 Penalty: 5502.380371
	Iteration 106Q: 3 clusters Score -8060641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8060651.000000 Penalty: 5502.380371
	Iteration 107Q: 3 clusters Score -8060651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63582 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -8060640.000000 Penalty: 5502.380371
	Iteration 108Q: 3 clusters Score -8060640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -8060634.500000 Penalty: 5502.380371
	Iteration 109Q: 3 clusters Score -8060634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8060625.000000 Penalty: 5502.380371
	Iteration 110Q: 3 clusters Score -8060625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -8060642.500000 Penalty: 5502.380371
	Iteration 111Q: 3 clusters Score -8060642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -8060649.000000 Penalty: 5502.380371
	Iteration 112Q: 3 clusters Score -8060649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63629 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -8060648.500000 Penalty: 5502.380371
	Iteration 113Q: 3 clusters Score -8060648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8060648.000000 Penalty: 5502.380371
	Iteration 114Q: 3 clusters Score -8060648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63650 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8060646.000000 Penalty: 5502.380371
	Iteration 115Q: 3 clusters Score -8060646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63663 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8060658.000000 Penalty: 5502.380371
	Iteration 116Q: 3 clusters Score -8060658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -8060661.000000 Penalty: 5502.380371
	Iteration 117Q: 3 clusters Score -8060661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63683 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8060656.500000 Penalty: 5502.380371
	Iteration 118Q: 3 clusters Score -8060656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8060655.500000 Penalty: 5502.380371
	Iteration 119Q: 3 clusters Score -8060656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63705 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8060670.000000 Penalty: 5502.380371
	Iteration 120F: 3 clusters Score -8060670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -8060669.000000 Penalty: 5502.380371
	Iteration 121Q: 3 clusters Score -8060669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -8060669.500000 Penalty: 5502.380371
	Iteration 122Q: 3 clusters Score -8060670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -8060667.500000 Penalty: 5502.380371
	Iteration 123Q: 3 clusters Score -8060668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8060666.000000 Penalty: 5502.380371
	Iteration 124Q: 3 clusters Score -8060666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63768 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8060682.500000 Penalty: 5502.380371
	Iteration 125Q: 3 clusters Score -8060682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -8060685.500000 Penalty: 5502.380371
	Iteration 126Q: 3 clusters Score -8060686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -8060690.000000 Penalty: 5502.380371
	Iteration 127Q: 3 clusters Score -8060690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -8060696.500000 Penalty: 5502.380371
	Iteration 128Q: 3 clusters Score -8060696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63796 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8060687.500000 Penalty: 5502.380371
	Iteration 129Q: 3 clusters Score -8060688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63805 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8060693.500000 Penalty: 5502.380371
	Iteration 130Q: 3 clusters Score -8060694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63811 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8060693.000000 Penalty: 5502.380371
	Iteration 131Q: 3 clusters Score -8060693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63813 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -8060696.000000 Penalty: 5502.380371
	Iteration 132Q: 3 clusters Score -8060696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8060687.500000 Penalty: 5502.380371
	Iteration 133Q: 3 clusters Score -8060688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63821 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8060687.500000 Penalty: 5502.380371
	Iteration 134Q: 3 clusters Score -8060688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8060685.000000 Penalty: 5502.380371
	Iteration 135Q: 3 clusters Score -8060685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8060687.000000 Penalty: 5502.380371
	Iteration 136Q: 3 clusters Score -8060687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63829 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8060684.500000 Penalty: 5502.380371
	Iteration 137Q: 3 clusters Score -8060684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63830 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -8060685.500000 Penalty: 5502.380371
	Iteration 138Q: 3 clusters Score -8060686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63830 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -8060689.000000 Penalty: 5502.380371
	Iteration 139Q: 3 clusters Score -8060689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63830 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -8060689.000000 Penalty: 5502.380371
	Iteration 140F: 3 clusters Score -8060689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -66496.984375 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -66496.98 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 315 members 
Entering Unmasked Estep 
Score: -64935.742188 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -64935.74 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65291.843750 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -65291.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65381.812500 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -65381.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65432.882812 Penalty: 3223.894287
	Iteration 3Q: 3 clusters Score -65432.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65471.980469 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -65471.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65488.175781 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -65488.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65496.035156 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -65496.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65500.308594 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -65500.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65502.441406 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -65502.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65502.441406 Penalty: 3223.894287
	Iteration 9F: 3 clusters Score -65502.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -24386.507812 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -24386.51 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: -23136.224609 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -23136.22 nChanged 51
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: -23292.843750 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -23292.84 nChanged 11
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: -23327.246094 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -23327.25 nChanged 3
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: -23334.876953 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -23334.88 nChanged 2
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: -23343.867188 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -23343.87 nChanged 1
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: -23347.181641 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -23347.18 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: -23347.181641 Penalty: 2835.645752
	Iteration 6F: 3 clusters Score -23347.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -75347.625000 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -75347.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73638.796875 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -73638.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73905.000000 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -73905 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74041.398438 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -74041.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -74141.578125 Penalty: 3294.673340
	Iteration 3Q: 3 clusters Score -74141.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -74224.843750 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -74224.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74308.093750 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -74308.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -74402.882812 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -74402.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -74498.179688 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -74498.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74572.023438 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -74572.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -74599.789062 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -74599.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74610.476562 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -74610.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -74614.640625 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -74614.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -74616.117188 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -74616.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -74616.117188 Penalty: 3294.673340
	Iteration 13F: 3 clusters Score -74616.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Entering Unmasked Estep 
Score: -1041139.500000 Penalty: 2243.567871
	Iteration 0F: 2 clusters Score -1041140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1034463.312500 Penalty: 4487.135742
	Iteration 0F: 3 clusters Score -1034463 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1036343.687500 Penalty: 4487.135742
	Iteration 1F: 3 clusters Score -1036344 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1036559.687500 Penalty: 4487.135742
	Iteration 2F: 3 clusters Score -1036560 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1036685.937500 Penalty: 4487.135742
	Iteration 3Q: 3 clusters Score -1036686 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1036777.937500 Penalty: 4487.135742
	Iteration 4Q: 3 clusters Score -1036778 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1036854.812500 Penalty: 4487.135742
	Iteration 5Q: 3 clusters Score -1036855 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1036940.125000 Penalty: 4487.135742
	Iteration 6Q: 3 clusters Score -1036940 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1037051.125000 Penalty: 4487.135742
	Iteration 7Q: 3 clusters Score -1037051 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1037188.000000 Penalty: 4487.135742
	Iteration 8Q: 3 clusters Score -1037188 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1037338.187500 Penalty: 4487.135742
	Iteration 9Q: 3 clusters Score -1037338 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1037504.500000 Penalty: 4487.135742
	Iteration 10Q: 3 clusters Score -1037504 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1037667.187500 Penalty: 4487.135742
	Iteration 11Q: 3 clusters Score -1037667 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1037818.500000 Penalty: 4487.135742
	Iteration 12Q: 3 clusters Score -1037818 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1037993.187500 Penalty: 4487.135742
	Iteration 13Q: 3 clusters Score -1037993 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1038220.562500 Penalty: 4487.135742
	Iteration 14Q: 3 clusters Score -1038221 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1038464.625000 Penalty: 4487.135742
	Iteration 15Q: 3 clusters Score -1038465 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1038713.250000 Penalty: 4487.135742
	Iteration 16Q: 3 clusters Score -1038713 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1038975.312500 Penalty: 4487.135742
	Iteration 17Q: 3 clusters Score -1038975 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1039193.250000 Penalty: 4487.135742
	Iteration 18Q: 3 clusters Score -1039193 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1039338.312500 Penalty: 4487.135742
	Iteration 19Q: 3 clusters Score -1039338 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1039411.250000 Penalty: 4487.135742
	Iteration 20F: 3 clusters Score -1039411 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1039454.812500 Penalty: 4487.135742
	Iteration 21Q: 3 clusters Score -1039455 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1039488.250000 Penalty: 4487.135742
	Iteration 22Q: 3 clusters Score -1039488 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1039506.250000 Penalty: 4487.135742
	Iteration 23Q: 3 clusters Score -1039506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1039517.000000 Penalty: 4487.135742
	Iteration 24Q: 3 clusters Score -1039517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1039530.625000 Penalty: 4487.135742
	Iteration 25Q: 3 clusters Score -1039531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1039542.562500 Penalty: 4487.135742
	Iteration 26Q: 3 clusters Score -1039543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1039551.437500 Penalty: 4487.135742
	Iteration 27Q: 3 clusters Score -1039551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1039558.562500 Penalty: 4487.135742
	Iteration 28Q: 3 clusters Score -1039559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1039567.312500 Penalty: 4487.135742
	Iteration 29Q: 3 clusters Score -1039567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1039575.125000 Penalty: 4487.135742
	Iteration 30Q: 3 clusters Score -1039575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1039579.562500 Penalty: 4487.135742
	Iteration 31Q: 3 clusters Score -1039580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1039584.750000 Penalty: 4487.135742
	Iteration 32Q: 3 clusters Score -1039585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1039591.812500 Penalty: 4487.135742
	Iteration 33Q: 3 clusters Score -1039592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1039596.437500 Penalty: 4487.135742
	Iteration 34Q: 3 clusters Score -1039596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1039600.937500 Penalty: 4487.135742
	Iteration 35Q: 3 clusters Score -1039601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1039601.687500 Penalty: 4487.135742
	Iteration 36Q: 3 clusters Score -1039602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1039601.812500 Penalty: 4487.135742
	Iteration 37Q: 3 clusters Score -1039602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1039603.875000 Penalty: 4487.135742
	Iteration 38Q: 3 clusters Score -1039604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1039600.687500 Penalty: 4487.135742
	Iteration 39Q: 3 clusters Score -1039601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1039600.687500 Penalty: 4487.135742
	Iteration 40F: 3 clusters Score -1039601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208443 members 
Entering Unmasked Estep 
Score: -25388570.000000 Penalty: 3037.360352
	Iteration 0F: 2 clusters Score -2.538857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104267 members 
Mstep: Class 2 contains 104176 members 
Entering Unmasked Estep 
Score: -25253876.000000 Penalty: 6074.720703
	Iteration 0F: 3 clusters Score -2.525388e+07 nChanged 100453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105716 members 
Mstep: Class 2 contains 102727 members 
Entering Unmasked Estep 
Score: -25312736.000000 Penalty: 6074.720703
	Iteration 1F: 3 clusters Score -2.531274e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106831 members 
Mstep: Class 2 contains 101612 members 
Entering Unmasked Estep 
Score: -25313562.000000 Penalty: 6074.720703
	Iteration 2Q: 3 clusters Score -2.531356e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108518 members 
Mstep: Class 2 contains 99925 members 
Entering Unmasked Estep 
Score: -25314608.000000 Penalty: 6074.720703
	Iteration 3Q: 3 clusters Score -2.531461e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111261 members 
Mstep: Class 2 contains 97182 members 
Entering Unmasked Estep 
Score: -25316128.000000 Penalty: 6074.720703
	Iteration 4Q: 3 clusters Score -2.531613e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115318 members 
Mstep: Class 2 contains 93125 members 
Entering Unmasked Estep 
Score: -25317882.000000 Penalty: 6074.720703
	Iteration 5Q: 3 clusters Score -2.531788e+07 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121234 members 
Mstep: Class 2 contains 87209 members 
Entering Unmasked Estep 
Score: -25321074.000000 Penalty: 6074.720703
	Iteration 6Q: 3 clusters Score -2.532107e+07 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129640 members 
Mstep: Class 2 contains 78803 members 
Entering Unmasked Estep 
Score: -25326412.000000 Penalty: 6074.720703
	Iteration 7Q: 3 clusters Score -2.532641e+07 nChanged 12576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140760 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -25334980.000000 Penalty: 6074.720703
	Iteration 8F: 3 clusters Score -2.533498e+07 nChanged 14082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153556 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -25346556.000000 Penalty: 6074.720703
	Iteration 9F: 3 clusters Score -2.534656e+07 nChanged 13759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165905 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -25358156.000000 Penalty: 6074.720703
	Iteration 10F: 3 clusters Score -2.535816e+07 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175484 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -25367100.000000 Penalty: 6074.720703
	Iteration 11F: 3 clusters Score -2.53671e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182018 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -25372670.000000 Penalty: 6074.720703
	Iteration 12Q: 3 clusters Score -2.537267e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186682 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -25375964.000000 Penalty: 6074.720703
	Iteration 13Q: 3 clusters Score -2.537596e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190330 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -25378112.000000 Penalty: 6074.720703
	Iteration 14Q: 3 clusters Score -2.537811e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193278 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -25379810.000000 Penalty: 6074.720703
	Iteration 15Q: 3 clusters Score -2.537981e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195753 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -25381096.000000 Penalty: 6074.720703
	Iteration 16Q: 3 clusters Score -2.53811e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197850 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -25382382.000000 Penalty: 6074.720703
	Iteration 17Q: 3 clusters Score -2.538238e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199590 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -25383030.000000 Penalty: 6074.720703
	Iteration 18Q: 3 clusters Score -2.538303e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201027 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -25383652.000000 Penalty: 6074.720703
	Iteration 19Q: 3 clusters Score -2.538365e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202240 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -25384154.000000 Penalty: 6074.720703
	Iteration 20F: 3 clusters Score -2.538415e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203221 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -25384450.000000 Penalty: 6074.720703
	Iteration 21Q: 3 clusters Score -2.538445e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204014 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -25384760.000000 Penalty: 6074.720703
	Iteration 22Q: 3 clusters Score -2.538476e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204668 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -25385152.000000 Penalty: 6074.720703
	Iteration 23Q: 3 clusters Score -2.538515e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205211 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -25385238.000000 Penalty: 6074.720703
	Iteration 24Q: 3 clusters Score -2.538524e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205672 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -25385466.000000 Penalty: 6074.720703
	Iteration 25Q: 3 clusters Score -2.538547e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206031 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -25385548.000000 Penalty: 6074.720703
	Iteration 26Q: 3 clusters Score -2.538555e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206310 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -25385622.000000 Penalty: 6074.720703
	Iteration 27Q: 3 clusters Score -2.538562e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206520 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -25385780.000000 Penalty: 6074.720703
	Iteration 28Q: 3 clusters Score -2.538578e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206698 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -25385854.000000 Penalty: 6074.720703
	Iteration 29Q: 3 clusters Score -2.538585e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206840 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -25385956.000000 Penalty: 6074.720703
	Iteration 30Q: 3 clusters Score -2.538596e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206955 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -25386014.000000 Penalty: 6074.720703
	Iteration 31Q: 3 clusters Score -2.538601e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207040 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -25386056.000000 Penalty: 6074.720703
	Iteration 32Q: 3 clusters Score -2.538606e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207109 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -25386122.000000 Penalty: 6074.720703
	Iteration 33Q: 3 clusters Score -2.538612e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207171 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -25386130.000000 Penalty: 6074.720703
	Iteration 34Q: 3 clusters Score -2.538613e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207240 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -25386146.000000 Penalty: 6074.720703
	Iteration 35Q: 3 clusters Score -2.538615e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207293 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -25386172.000000 Penalty: 6074.720703
	Iteration 36Q: 3 clusters Score -2.538617e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207341 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -25386216.000000 Penalty: 6074.720703
	Iteration 37Q: 3 clusters Score -2.538622e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207384 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -25386218.000000 Penalty: 6074.720703
	Iteration 38Q: 3 clusters Score -2.538622e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207419 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -25386216.000000 Penalty: 6074.720703
	Iteration 39Q: 3 clusters Score -2.538622e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207450 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -25386224.000000 Penalty: 6074.720703
	Iteration 40F: 3 clusters Score -2.538622e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207475 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -25386250.000000 Penalty: 6074.720703
	Iteration 41Q: 3 clusters Score -2.538625e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207497 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -25386272.000000 Penalty: 6074.720703
	Iteration 42Q: 3 clusters Score -2.538627e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207523 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -25386264.000000 Penalty: 6074.720703
	Iteration 43Q: 3 clusters Score -2.538626e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207542 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -25386268.000000 Penalty: 6074.720703
	Iteration 44Q: 3 clusters Score -2.538627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207554 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -25386300.000000 Penalty: 6074.720703
	Iteration 45Q: 3 clusters Score -2.53863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207567 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -25386270.000000 Penalty: 6074.720703
	Iteration 46Q: 3 clusters Score -2.538627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207575 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -25386292.000000 Penalty: 6074.720703
	Iteration 47Q: 3 clusters Score -2.538629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207580 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -25386270.000000 Penalty: 6074.720703
	Iteration 48Q: 3 clusters Score -2.538627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207582 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -25386270.000000 Penalty: 6074.720703
	Iteration 49Q: 3 clusters Score -2.538627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207583 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -25386270.000000 Penalty: 6074.720703
	Iteration 50Q: 3 clusters Score -2.538627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207585 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -25386264.000000 Penalty: 6074.720703
	Iteration 51Q: 3 clusters Score -2.538626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207589 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -25386270.000000 Penalty: 6074.720703
	Iteration 52Q: 3 clusters Score -2.538627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207590 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -25386276.000000 Penalty: 6074.720703
	Iteration 53Q: 3 clusters Score -2.538628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207592 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -25386282.000000 Penalty: 6074.720703
	Iteration 54Q: 3 clusters Score -2.538628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207594 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -25386302.000000 Penalty: 6074.720703
	Iteration 55Q: 3 clusters Score -2.53863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207596 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -25386304.000000 Penalty: 6074.720703
	Iteration 56Q: 3 clusters Score -2.53863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207595 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -25386310.000000 Penalty: 6074.720703
	Iteration 57Q: 3 clusters Score -2.538631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207595 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -25386310.000000 Penalty: 6074.720703
	Iteration 58F: 3 clusters Score -2.538631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Entering Unmasked Estep 
Score: -427423.656250 Penalty: 2040.521729
	Iteration 0F: 2 clusters Score -427423.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -423671.000000 Penalty: 4081.043457
	Iteration 0F: 3 clusters Score -423671 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -424486.906250 Penalty: 4081.043457
	Iteration 1F: 3 clusters Score -424486.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -424736.000000 Penalty: 4081.043457
	Iteration 2F: 3 clusters Score -424736 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -424911.375000 Penalty: 4081.043457
	Iteration 3F: 3 clusters Score -424911.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -425044.343750 Penalty: 4081.043457
	Iteration 4F: 3 clusters Score -425044.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -425134.750000 Penalty: 4081.043457
	Iteration 5Q: 3 clusters Score -425134.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -425196.250000 Penalty: 4081.043457
	Iteration 6Q: 3 clusters Score -425196.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -425244.968750 Penalty: 4081.043457
	Iteration 7Q: 3 clusters Score -425245 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -425289.375000 Penalty: 4081.043457
	Iteration 8Q: 3 clusters Score -425289.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -425331.562500 Penalty: 4081.043457
	Iteration 9Q: 3 clusters Score -425331.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -425381.031250 Penalty: 4081.043457
	Iteration 10Q: 3 clusters Score -425381 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -425434.156250 Penalty: 4081.043457
	Iteration 11Q: 3 clusters Score -425434.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -425471.718750 Penalty: 4081.043457
	Iteration 12Q: 3 clusters Score -425471.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -425514.156250 Penalty: 4081.043457
	Iteration 13Q: 3 clusters Score -425514.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -425548.906250 Penalty: 4081.043457
	Iteration 14Q: 3 clusters Score -425548.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -425579.812500 Penalty: 4081.043457
	Iteration 15Q: 3 clusters Score -425579.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -425604.812500 Penalty: 4081.043457
	Iteration 16Q: 3 clusters Score -425604.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -425630.375000 Penalty: 4081.043457
	Iteration 17Q: 3 clusters Score -425630.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -425650.875000 Penalty: 4081.043457
	Iteration 18Q: 3 clusters Score -425650.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -425664.093750 Penalty: 4081.043457
	Iteration 19Q: 3 clusters Score -425664.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -425671.437500 Penalty: 4081.043457
	Iteration 20F: 3 clusters Score -425671.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -425674.000000 Penalty: 4081.043457
	Iteration 21Q: 3 clusters Score -425674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -425674.593750 Penalty: 4081.043457
	Iteration 22Q: 3 clusters Score -425674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -425677.156250 Penalty: 4081.043457
	Iteration 23Q: 3 clusters Score -425677.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -425678.093750 Penalty: 4081.043457
	Iteration 24Q: 3 clusters Score -425678.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -425681.375000 Penalty: 4081.043457
	Iteration 25Q: 3 clusters Score -425681.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -425684.750000 Penalty: 4081.043457
	Iteration 26Q: 3 clusters Score -425684.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -425689.375000 Penalty: 4081.043457
	Iteration 27Q: 3 clusters Score -425689.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -425690.593750 Penalty: 4081.043457
	Iteration 28Q: 3 clusters Score -425690.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -425693.031250 Penalty: 4081.043457
	Iteration 29Q: 3 clusters Score -425693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -425693.312500 Penalty: 4081.043457
	Iteration 30Q: 3 clusters Score -425693.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -425693.312500 Penalty: 4081.043457
	Iteration 31F: 3 clusters Score -425693.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (242631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242631 members 
Entering Unmasked Estep 
Score: -29396298.000000 Penalty: 3075.025635
	Iteration 0F: 2 clusters Score -2.93963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121179 members 
Mstep: Class 2 contains 121452 members 
Entering Unmasked Estep 
Score: -29242432.000000 Penalty: 6150.051270
	Iteration 0F: 3 clusters Score -2.924243e+07 nChanged 117106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119819 members 
Mstep: Class 2 contains 122812 members 
Entering Unmasked Estep 
Score: -29311982.000000 Penalty: 6150.051270
	Iteration 1F: 3 clusters Score -2.931198e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119083 members 
Mstep: Class 2 contains 123548 members 
Entering Unmasked Estep 
Score: -29314868.000000 Penalty: 6150.051270
	Iteration 2Q: 3 clusters Score -2.931487e+07 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118070 members 
Mstep: Class 2 contains 124561 members 
Entering Unmasked Estep 
Score: -29319022.000000 Penalty: 6150.051270
	Iteration 3Q: 3 clusters Score -2.931902e+07 nChanged 11605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116943 members 
Mstep: Class 2 contains 125688 members 
Entering Unmasked Estep 
Score: -29324976.000000 Penalty: 6150.051270
	Iteration 4Q: 3 clusters Score -2.932498e+07 nChanged 13576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115821 members 
Mstep: Class 2 contains 126810 members 
Entering Unmasked Estep 
Score: -29332858.000000 Penalty: 6150.051270
	Iteration 5F: 3 clusters Score -2.933286e+07 nChanged 15431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115000 members 
Mstep: Class 2 contains 127631 members 
Entering Unmasked Estep 
Score: -29343554.000000 Penalty: 6150.051270
	Iteration 6F: 3 clusters Score -2.934355e+07 nChanged 16620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114578 members 
Mstep: Class 2 contains 128053 members 
Entering Unmasked Estep 
Score: -29355164.000000 Penalty: 6150.051270
	Iteration 7F: 3 clusters Score -2.935516e+07 nChanged 15318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114226 members 
Mstep: Class 2 contains 128405 members 
Entering Unmasked Estep 
Score: -29364360.000000 Penalty: 6150.051270
	Iteration 8F: 3 clusters Score -2.936436e+07 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113865 members 
Mstep: Class 2 contains 128766 members 
Entering Unmasked Estep 
Score: -29368342.000000 Penalty: 6150.051270
	Iteration 9Q: 3 clusters Score -2.936834e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113418 members 
Mstep: Class 2 contains 129213 members 
Entering Unmasked Estep 
Score: -29369766.000000 Penalty: 6150.051270
	Iteration 10Q: 3 clusters Score -2.936977e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113070 members 
Mstep: Class 2 contains 129561 members 
Entering Unmasked Estep 
Score: -29370274.000000 Penalty: 6150.051270
	Iteration 11Q: 3 clusters Score -2.937027e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112827 members 
Mstep: Class 2 contains 129804 members 
Entering Unmasked Estep 
Score: -29370524.000000 Penalty: 6150.051270
	Iteration 12Q: 3 clusters Score -2.937052e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112605 members 
Mstep: Class 2 contains 130026 members 
Entering Unmasked Estep 
Score: -29370584.000000 Penalty: 6150.051270
	Iteration 13Q: 3 clusters Score -2.937058e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112348 members 
Mstep: Class 2 contains 130283 members 
Entering Unmasked Estep 
Score: -29370712.000000 Penalty: 6150.051270
	Iteration 14Q: 3 clusters Score -2.937071e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112022 members 
Mstep: Class 2 contains 130609 members 
Entering Unmasked Estep 
Score: -29370872.000000 Penalty: 6150.051270
	Iteration 15Q: 3 clusters Score -2.937087e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111625 members 
Mstep: Class 2 contains 131006 members 
Entering Unmasked Estep 
Score: -29370946.000000 Penalty: 6150.051270
	Iteration 16Q: 3 clusters Score -2.937095e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111115 members 
Mstep: Class 2 contains 131516 members 
Entering Unmasked Estep 
Score: -29371118.000000 Penalty: 6150.051270
	Iteration 17Q: 3 clusters Score -2.937112e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110615 members 
Mstep: Class 2 contains 132016 members 
Entering Unmasked Estep 
Score: -29371326.000000 Penalty: 6150.051270
	Iteration 18Q: 3 clusters Score -2.937133e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110070 members 
Mstep: Class 2 contains 132561 members 
Entering Unmasked Estep 
Score: -29371420.000000 Penalty: 6150.051270
	Iteration 19Q: 3 clusters Score -2.937142e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109422 members 
Mstep: Class 2 contains 133209 members 
Entering Unmasked Estep 
Score: -29371650.000000 Penalty: 6150.051270
	Iteration 20F: 3 clusters Score -2.937165e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108680 members 
Mstep: Class 2 contains 133951 members 
Entering Unmasked Estep 
Score: -29371708.000000 Penalty: 6150.051270
	Iteration 21Q: 3 clusters Score -2.937171e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107905 members 
Mstep: Class 2 contains 134726 members 
Entering Unmasked Estep 
Score: -29371686.000000 Penalty: 6150.051270
	Iteration 22Q: 3 clusters Score -2.937169e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107033 members 
Mstep: Class 2 contains 135598 members 
Entering Unmasked Estep 
Score: -29371874.000000 Penalty: 6150.051270
	Iteration 23Q: 3 clusters Score -2.937187e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106106 members 
Mstep: Class 2 contains 136525 members 
Entering Unmasked Estep 
Score: -29371960.000000 Penalty: 6150.051270
	Iteration 24Q: 3 clusters Score -2.937196e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105174 members 
Mstep: Class 2 contains 137457 members 
Entering Unmasked Estep 
Score: -29372086.000000 Penalty: 6150.051270
	Iteration 25Q: 3 clusters Score -2.937209e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104132 members 
Mstep: Class 2 contains 138499 members 
Entering Unmasked Estep 
Score: -29372208.000000 Penalty: 6150.051270
	Iteration 26Q: 3 clusters Score -2.937221e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103001 members 
Mstep: Class 2 contains 139630 members 
Entering Unmasked Estep 
Score: -29372306.000000 Penalty: 6150.051270
	Iteration 27Q: 3 clusters Score -2.937231e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101773 members 
Mstep: Class 2 contains 140858 members 
Entering Unmasked Estep 
Score: -29372356.000000 Penalty: 6150.051270
	Iteration 28Q: 3 clusters Score -2.937236e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100496 members 
Mstep: Class 2 contains 142135 members 
Entering Unmasked Estep 
Score: -29372430.000000 Penalty: 6150.051270
	Iteration 29Q: 3 clusters Score -2.937243e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99168 members 
Mstep: Class 2 contains 143463 members 
Entering Unmasked Estep 
Score: -29372512.000000 Penalty: 6150.051270
	Iteration 30Q: 3 clusters Score -2.937251e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97758 members 
Mstep: Class 2 contains 144873 members 
Entering Unmasked Estep 
Score: -29372648.000000 Penalty: 6150.051270
	Iteration 31Q: 3 clusters Score -2.937265e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96270 members 
Mstep: Class 2 contains 146361 members 
Entering Unmasked Estep 
Score: -29372906.000000 Penalty: 6150.051270
	Iteration 32Q: 3 clusters Score -2.937291e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94680 members 
Mstep: Class 2 contains 147951 members 
Entering Unmasked Estep 
Score: -29373188.000000 Penalty: 6150.051270
	Iteration 33Q: 3 clusters Score -2.937319e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92949 members 
Mstep: Class 2 contains 149682 members 
Entering Unmasked Estep 
Score: -29373382.000000 Penalty: 6150.051270
	Iteration 34Q: 3 clusters Score -2.937338e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91103 members 
Mstep: Class 2 contains 151528 members 
Entering Unmasked Estep 
Score: -29373578.000000 Penalty: 6150.051270
	Iteration 35Q: 3 clusters Score -2.937358e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89142 members 
Mstep: Class 2 contains 153489 members 
Entering Unmasked Estep 
Score: -29373672.000000 Penalty: 6150.051270
	Iteration 36Q: 3 clusters Score -2.937367e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87070 members 
Mstep: Class 2 contains 155561 members 
Entering Unmasked Estep 
Score: -29373916.000000 Penalty: 6150.051270
	Iteration 37Q: 3 clusters Score -2.937392e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84941 members 
Mstep: Class 2 contains 157690 members 
Entering Unmasked Estep 
Score: -29374108.000000 Penalty: 6150.051270
	Iteration 38Q: 3 clusters Score -2.937411e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82618 members 
Mstep: Class 2 contains 160013 members 
Entering Unmasked Estep 
Score: -29374352.000000 Penalty: 6150.051270
	Iteration 39Q: 3 clusters Score -2.937435e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80199 members 
Mstep: Class 2 contains 162432 members 
Entering Unmasked Estep 
Score: -29374416.000000 Penalty: 6150.051270
	Iteration 40F: 3 clusters Score -2.937442e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77640 members 
Mstep: Class 2 contains 164991 members 
Entering Unmasked Estep 
Score: -29374856.000000 Penalty: 6150.051270
	Iteration 41Q: 3 clusters Score -2.937486e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 167730 members 
Entering Unmasked Estep 
Score: -29375072.000000 Penalty: 6150.051270
	Iteration 42Q: 3 clusters Score -2.937507e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72074 members 
Mstep: Class 2 contains 170557 members 
Entering Unmasked Estep 
Score: -29375390.000000 Penalty: 6150.051270
	Iteration 43Q: 3 clusters Score -2.937539e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 173502 members 
Entering Unmasked Estep 
Score: -29375970.000000 Penalty: 6150.051270
	Iteration 44Q: 3 clusters Score -2.937597e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 176365 members 
Entering Unmasked Estep 
Score: -29376442.000000 Penalty: 6150.051270
	Iteration 45Q: 3 clusters Score -2.937644e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 179298 members 
Entering Unmasked Estep 
Score: -29377142.000000 Penalty: 6150.051270
	Iteration 46Q: 3 clusters Score -2.937714e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60438 members 
Mstep: Class 2 contains 182193 members 
Entering Unmasked Estep 
Score: -29377784.000000 Penalty: 6150.051270
	Iteration 47Q: 3 clusters Score -2.937778e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 185094 members 
Entering Unmasked Estep 
Score: -29378260.000000 Penalty: 6150.051270
	Iteration 48Q: 3 clusters Score -2.937826e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 187960 members 
Entering Unmasked Estep 
Score: -29378730.000000 Penalty: 6150.051270
	Iteration 49Q: 3 clusters Score -2.937873e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 190945 members 
Entering Unmasked Estep 
Score: -29379410.000000 Penalty: 6150.051270
	Iteration 50Q: 3 clusters Score -2.937941e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 193943 members 
Entering Unmasked Estep 
Score: -29380064.000000 Penalty: 6150.051270
	Iteration 51Q: 3 clusters Score -2.938006e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 196905 members 
Entering Unmasked Estep 
Score: -29380778.000000 Penalty: 6150.051270
	Iteration 52Q: 3 clusters Score -2.938078e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 199962 members 
Entering Unmasked Estep 
Score: -29381556.000000 Penalty: 6150.051270
	Iteration 53Q: 3 clusters Score -2.938156e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 202900 members 
Entering Unmasked Estep 
Score: -29382116.000000 Penalty: 6150.051270
	Iteration 54Q: 3 clusters Score -2.938212e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 205762 members 
Entering Unmasked Estep 
Score: -29382732.000000 Penalty: 6150.051270
	Iteration 55Q: 3 clusters Score -2.938273e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 208593 members 
Entering Unmasked Estep 
Score: -29383304.000000 Penalty: 6150.051270
	Iteration 56Q: 3 clusters Score -2.93833e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 211321 members 
Entering Unmasked Estep 
Score: -29383996.000000 Penalty: 6150.051270
	Iteration 57Q: 3 clusters Score -2.9384e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 213943 members 
Entering Unmasked Estep 
Score: -29384602.000000 Penalty: 6150.051270
	Iteration 58Q: 3 clusters Score -2.93846e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 216402 members 
Entering Unmasked Estep 
Score: -29385122.000000 Penalty: 6150.051270
	Iteration 59Q: 3 clusters Score -2.938512e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 218687 members 
Entering Unmasked Estep 
Score: -29385756.000000 Penalty: 6150.051270
	Iteration 60F: 3 clusters Score -2.938576e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 220914 members 
Entering Unmasked Estep 
Score: -29386292.000000 Penalty: 6150.051270
	Iteration 61Q: 3 clusters Score -2.938629e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 222989 members 
Entering Unmasked Estep 
Score: -29386898.000000 Penalty: 6150.051270
	Iteration 62Q: 3 clusters Score -2.93869e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 224901 members 
Entering Unmasked Estep 
Score: -29387300.000000 Penalty: 6150.051270
	Iteration 63Q: 3 clusters Score -2.93873e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 226641 members 
Entering Unmasked Estep 
Score: -29387730.000000 Penalty: 6150.051270
	Iteration 64Q: 3 clusters Score -2.938773e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 228242 members 
Entering Unmasked Estep 
Score: -29388178.000000 Penalty: 6150.051270
	Iteration 65Q: 3 clusters Score -2.938818e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 229672 members 
Entering Unmasked Estep 
Score: -29388690.000000 Penalty: 6150.051270
	Iteration 66Q: 3 clusters Score -2.938869e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 231073 members 
Entering Unmasked Estep 
Score: -29389312.000000 Penalty: 6150.051270
	Iteration 67Q: 3 clusters Score -2.938931e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 232349 members 
Entering Unmasked Estep 
Score: -29389784.000000 Penalty: 6150.051270
	Iteration 68Q: 3 clusters Score -2.938978e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 233525 members 
Entering Unmasked Estep 
Score: -29390318.000000 Penalty: 6150.051270
	Iteration 69Q: 3 clusters Score -2.939032e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 234585 members 
Entering Unmasked Estep 
Score: -29390640.000000 Penalty: 6150.051270
	Iteration 70Q: 3 clusters Score -2.939064e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 235495 members 
Entering Unmasked Estep 
Score: -29390920.000000 Penalty: 6150.051270
	Iteration 71Q: 3 clusters Score -2.939092e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 236289 members 
Entering Unmasked Estep 
Score: -29391202.000000 Penalty: 6150.051270
	Iteration 72Q: 3 clusters Score -2.93912e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 236926 members 
Entering Unmasked Estep 
Score: -29391494.000000 Penalty: 6150.051270
	Iteration 73Q: 3 clusters Score -2.939149e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 237473 members 
Entering Unmasked Estep 
Score: -29391782.000000 Penalty: 6150.051270
	Iteration 74Q: 3 clusters Score -2.939178e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 237932 members 
Entering Unmasked Estep 
Score: -29391930.000000 Penalty: 6150.051270
	Iteration 75Q: 3 clusters Score -2.939193e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 238347 members 
Entering Unmasked Estep 
Score: -29392150.000000 Penalty: 6150.051270
	Iteration 76Q: 3 clusters Score -2.939215e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 238747 members 
Entering Unmasked Estep 
Score: -29392332.000000 Penalty: 6150.051270
	Iteration 77Q: 3 clusters Score -2.939233e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 239074 members 
Entering Unmasked Estep 
Score: -29392462.000000 Penalty: 6150.051270
	Iteration 78Q: 3 clusters Score -2.939246e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 239342 members 
Entering Unmasked Estep 
Score: -29392600.000000 Penalty: 6150.051270
	Iteration 79Q: 3 clusters Score -2.93926e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 239559 members 
Entering Unmasked Estep 
Score: -29392704.000000 Penalty: 6150.051270
	Iteration 80F: 3 clusters Score -2.93927e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 239743 members 
Entering Unmasked Estep 
Score: -29392780.000000 Penalty: 6150.051270
	Iteration 81Q: 3 clusters Score -2.939278e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 239913 members 
Entering Unmasked Estep 
Score: -29392822.000000 Penalty: 6150.051270
	Iteration 82Q: 3 clusters Score -2.939282e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 240049 members 
Entering Unmasked Estep 
Score: -29392974.000000 Penalty: 6150.051270
	Iteration 83Q: 3 clusters Score -2.939297e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 240185 members 
Entering Unmasked Estep 
Score: -29393018.000000 Penalty: 6150.051270
	Iteration 84Q: 3 clusters Score -2.939302e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 240312 members 
Entering Unmasked Estep 
Score: -29393034.000000 Penalty: 6150.051270
	Iteration 85Q: 3 clusters Score -2.939303e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 240411 members 
Entering Unmasked Estep 
Score: -29393046.000000 Penalty: 6150.051270
	Iteration 86Q: 3 clusters Score -2.939305e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 240498 members 
Entering Unmasked Estep 
Score: -29393134.000000 Penalty: 6150.051270
	Iteration 87Q: 3 clusters Score -2.939313e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 240572 members 
Entering Unmasked Estep 
Score: -29393182.000000 Penalty: 6150.051270
	Iteration 88Q: 3 clusters Score -2.939318e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 240638 members 
Entering Unmasked Estep 
Score: -29393236.000000 Penalty: 6150.051270
	Iteration 89Q: 3 clusters Score -2.939324e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 240689 members 
Entering Unmasked Estep 
Score: -29393268.000000 Penalty: 6150.051270
	Iteration 90Q: 3 clusters Score -2.939327e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 240731 members 
Entering Unmasked Estep 
Score: -29393314.000000 Penalty: 6150.051270
	Iteration 91Q: 3 clusters Score -2.939331e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 240771 members 
Entering Unmasked Estep 
Score: -29393330.000000 Penalty: 6150.051270
	Iteration 92Q: 3 clusters Score -2.939333e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 240797 members 
Entering Unmasked Estep 
Score: -29393340.000000 Penalty: 6150.051270
	Iteration 93Q: 3 clusters Score -2.939334e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 240826 members 
Entering Unmasked Estep 
Score: -29393380.000000 Penalty: 6150.051270
	Iteration 94Q: 3 clusters Score -2.939338e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 240855 members 
Entering Unmasked Estep 
Score: -29393380.000000 Penalty: 6150.051270
	Iteration 95Q: 3 clusters Score -2.939338e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 240886 members 
Entering Unmasked Estep 
Score: -29393378.000000 Penalty: 6150.051270
	Iteration 96Q: 3 clusters Score -2.939338e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 240921 members 
Entering Unmasked Estep 
Score: -29393424.000000 Penalty: 6150.051270
	Iteration 97Q: 3 clusters Score -2.939342e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 240951 members 
Entering Unmasked Estep 
Score: -29393450.000000 Penalty: 6150.051270
	Iteration 98Q: 3 clusters Score -2.939345e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 240972 members 
Entering Unmasked Estep 
Score: -29393480.000000 Penalty: 6150.051270
	Iteration 99Q: 3 clusters Score -2.939348e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 240993 members 
Entering Unmasked Estep 
Score: -29393462.000000 Penalty: 6150.051270
	Iteration 100F: 3 clusters Score -2.939346e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 241015 members 
Entering Unmasked Estep 
Score: -29393498.000000 Penalty: 6150.051270
	Iteration 101Q: 3 clusters Score -2.93935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 241029 members 
Entering Unmasked Estep 
Score: -29393520.000000 Penalty: 6150.051270
	Iteration 102Q: 3 clusters Score -2.939352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 241042 members 
Entering Unmasked Estep 
Score: -29393546.000000 Penalty: 6150.051270
	Iteration 103Q: 3 clusters Score -2.939355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 241055 members 
Entering Unmasked Estep 
Score: -29393546.000000 Penalty: 6150.051270
	Iteration 104Q: 3 clusters Score -2.939355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 241072 members 
Entering Unmasked Estep 
Score: -29393558.000000 Penalty: 6150.051270
	Iteration 105Q: 3 clusters Score -2.939356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 241085 members 
Entering Unmasked Estep 
Score: -29393564.000000 Penalty: 6150.051270
	Iteration 106Q: 3 clusters Score -2.939356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 241094 members 
Entering Unmasked Estep 
Score: -29393572.000000 Penalty: 6150.051270
	Iteration 107Q: 3 clusters Score -2.939357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 241105 members 
Entering Unmasked Estep 
Score: -29393562.000000 Penalty: 6150.051270
	Iteration 108Q: 3 clusters Score -2.939356e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 241127 members 
Entering Unmasked Estep 
Score: -29393570.000000 Penalty: 6150.051270
	Iteration 109Q: 3 clusters Score -2.939357e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 241156 members 
Entering Unmasked Estep 
Score: -29393614.000000 Penalty: 6150.051270
	Iteration 110Q: 3 clusters Score -2.939361e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 241181 members 
Entering Unmasked Estep 
Score: -29393630.000000 Penalty: 6150.051270
	Iteration 111Q: 3 clusters Score -2.939363e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 241194 members 
Entering Unmasked Estep 
Score: -29393624.000000 Penalty: 6150.051270
	Iteration 112Q: 3 clusters Score -2.939362e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 241206 members 
Entering Unmasked Estep 
Score: -29393646.000000 Penalty: 6150.051270
	Iteration 113Q: 3 clusters Score -2.939365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 241216 members 
Entering Unmasked Estep 
Score: -29393640.000000 Penalty: 6150.051270
	Iteration 114Q: 3 clusters Score -2.939364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 241230 members 
Entering Unmasked Estep 
Score: -29393662.000000 Penalty: 6150.051270
	Iteration 115Q: 3 clusters Score -2.939366e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 241245 members 
Entering Unmasked Estep 
Score: -29393656.000000 Penalty: 6150.051270
	Iteration 116Q: 3 clusters Score -2.939366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 241251 members 
Entering Unmasked Estep 
Score: -29393662.000000 Penalty: 6150.051270
	Iteration 117Q: 3 clusters Score -2.939366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 241254 members 
Entering Unmasked Estep 
Score: -29393680.000000 Penalty: 6150.051270
	Iteration 118Q: 3 clusters Score -2.939368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 241259 members 
Entering Unmasked Estep 
Score: -29393688.000000 Penalty: 6150.051270
	Iteration 119Q: 3 clusters Score -2.939369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 241270 members 
Entering Unmasked Estep 
Score: -29393660.000000 Penalty: 6150.051270
	Iteration 120F: 3 clusters Score -2.939366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 241275 members 
Entering Unmasked Estep 
Score: -29393664.000000 Penalty: 6150.051270
	Iteration 121Q: 3 clusters Score -2.939366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 241276 members 
Entering Unmasked Estep 
Score: -29393642.000000 Penalty: 6150.051270
	Iteration 122Q: 3 clusters Score -2.939364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 241278 members 
Entering Unmasked Estep 
Score: -29393658.000000 Penalty: 6150.051270
	Iteration 123Q: 3 clusters Score -2.939366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 241281 members 
Entering Unmasked Estep 
Score: -29393674.000000 Penalty: 6150.051270
	Iteration 124Q: 3 clusters Score -2.939367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 241285 members 
Entering Unmasked Estep 
Score: -29393664.000000 Penalty: 6150.051270
	Iteration 125Q: 3 clusters Score -2.939366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 241289 members 
Entering Unmasked Estep 
Score: -29393660.000000 Penalty: 6150.051270
	Iteration 126Q: 3 clusters Score -2.939366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 241298 members 
Entering Unmasked Estep 
Score: -29393682.000000 Penalty: 6150.051270
	Iteration 127Q: 3 clusters Score -2.939368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 241303 members 
Entering Unmasked Estep 
Score: -29393686.000000 Penalty: 6150.051270
	Iteration 128Q: 3 clusters Score -2.939369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 241310 members 
Entering Unmasked Estep 
Score: -29393694.000000 Penalty: 6150.051270
	Iteration 129Q: 3 clusters Score -2.939369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 241314 members 
Entering Unmasked Estep 
Score: -29393690.000000 Penalty: 6150.051270
	Iteration 130Q: 3 clusters Score -2.939369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 241317 members 
Entering Unmasked Estep 
Score: -29393700.000000 Penalty: 6150.051270
	Iteration 131Q: 3 clusters Score -2.93937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 241318 members 
Entering Unmasked Estep 
Score: -29393698.000000 Penalty: 6150.051270
	Iteration 132Q: 3 clusters Score -2.93937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 241318 members 
Entering Unmasked Estep 
Score: -29393702.000000 Penalty: 6150.051270
	Iteration 133Q: 3 clusters Score -2.93937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 241318 members 
Entering Unmasked Estep 
Score: -29393702.000000 Penalty: 6150.051270
	Iteration 134F: 3 clusters Score -2.93937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -95907.609375 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -95907.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -94052.093750 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -94052.09 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -94373.117188 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -94373.12 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -94513.117188 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -94513.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -94577.171875 Penalty: 3399.236328
	Iteration 3Q: 3 clusters Score -94577.17 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -94662.601562 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -94662.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -94720.382812 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -94720.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -94772.437500 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -94772.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -94810.265625 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -94810.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -94840.312500 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -94840.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -94854.023438 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -94854.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -94868.828125 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -94868.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -94878.085938 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -94878.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -94882.960938 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -94882.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -94891.609375 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -94891.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -94904.664062 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -94904.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -94911.554688 Penalty: 3399.236328
	Iteration 15Q: 3 clusters Score -94911.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -94919.250000 Penalty: 3399.236328
	Iteration 16Q: 3 clusters Score -94919.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -94920.648438 Penalty: 3399.236328
	Iteration 17Q: 3 clusters Score -94920.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -94929.164062 Penalty: 3399.236328
	Iteration 18Q: 3 clusters Score -94929.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -94943.109375 Penalty: 3399.236328
	Iteration 19Q: 3 clusters Score -94943.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -94950.890625 Penalty: 3399.236328
	Iteration 20F: 3 clusters Score -94950.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -94963.031250 Penalty: 3399.236328
	Iteration 21Q: 3 clusters Score -94963.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -94967.703125 Penalty: 3399.236328
	Iteration 22Q: 3 clusters Score -94967.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -94973.554688 Penalty: 3399.236328
	Iteration 23Q: 3 clusters Score -94973.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -94978.343750 Penalty: 3399.236328
	Iteration 24Q: 3 clusters Score -94978.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -94986.796875 Penalty: 3399.236328
	Iteration 25Q: 3 clusters Score -94986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -94989.867188 Penalty: 3399.236328
	Iteration 26Q: 3 clusters Score -94989.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -94990.679688 Penalty: 3399.236328
	Iteration 27Q: 3 clusters Score -94990.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -94990.679688 Penalty: 3399.236328
	Iteration 28F: 3 clusters Score -94990.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Entering Unmasked Estep 
Score: -1179300.000000 Penalty: 2287.318604
	Iteration 0F: 2 clusters Score -1179300 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 4978 members 
Entering Unmasked Estep 
Score: -1171485.000000 Penalty: 4574.637207
	Iteration 0F: 3 clusters Score -1171485 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1173830.625000 Penalty: 4574.637207
	Iteration 1F: 3 clusters Score -1173831 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1174183.750000 Penalty: 4574.637207
	Iteration 2F: 3 clusters Score -1174184 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1174476.750000 Penalty: 4574.637207
	Iteration 3F: 3 clusters Score -1174477 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1174819.375000 Penalty: 4574.637207
	Iteration 4Q: 3 clusters Score -1174819 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1175155.625000 Penalty: 4574.637207
	Iteration 5Q: 3 clusters Score -1175156 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1175478.375000 Penalty: 4574.637207
	Iteration 6Q: 3 clusters Score -1175478 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1175778.875000 Penalty: 4574.637207
	Iteration 7Q: 3 clusters Score -1175779 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1176027.750000 Penalty: 4574.637207
	Iteration 8Q: 3 clusters Score -1176028 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1176205.125000 Penalty: 4574.637207
	Iteration 9Q: 3 clusters Score -1176205 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1176337.500000 Penalty: 4574.637207
	Iteration 10Q: 3 clusters Score -1176338 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1176433.750000 Penalty: 4574.637207
	Iteration 11Q: 3 clusters Score -1176434 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1176531.125000 Penalty: 4574.637207
	Iteration 12Q: 3 clusters Score -1176531 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1176633.250000 Penalty: 4574.637207
	Iteration 13Q: 3 clusters Score -1176633 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1176726.750000 Penalty: 4574.637207
	Iteration 14Q: 3 clusters Score -1176727 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1176813.250000 Penalty: 4574.637207
	Iteration 15Q: 3 clusters Score -1176813 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1176894.000000 Penalty: 4574.637207
	Iteration 16Q: 3 clusters Score -1176894 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1176965.875000 Penalty: 4574.637207
	Iteration 17Q: 3 clusters Score -1176966 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1177032.000000 Penalty: 4574.637207
	Iteration 18Q: 3 clusters Score -1177032 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1177091.375000 Penalty: 4574.637207
	Iteration 19Q: 3 clusters Score -1177091 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1177136.000000 Penalty: 4574.637207
	Iteration 20F: 3 clusters Score -1177136 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1177168.875000 Penalty: 4574.637207
	Iteration 21Q: 3 clusters Score -1177169 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1177204.750000 Penalty: 4574.637207
	Iteration 22Q: 3 clusters Score -1177205 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1177229.375000 Penalty: 4574.637207
	Iteration 23Q: 3 clusters Score -1177229 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1177247.125000 Penalty: 4574.637207
	Iteration 24Q: 3 clusters Score -1177247 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1177264.000000 Penalty: 4574.637207
	Iteration 25Q: 3 clusters Score -1177264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1177273.875000 Penalty: 4574.637207
	Iteration 26Q: 3 clusters Score -1177274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1177290.125000 Penalty: 4574.637207
	Iteration 27Q: 3 clusters Score -1177290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1177303.500000 Penalty: 4574.637207
	Iteration 28Q: 3 clusters Score -1177304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1177318.875000 Penalty: 4574.637207
	Iteration 29Q: 3 clusters Score -1177319 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1177333.375000 Penalty: 4574.637207
	Iteration 30Q: 3 clusters Score -1177333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1177342.875000 Penalty: 4574.637207
	Iteration 31Q: 3 clusters Score -1177343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1177351.250000 Penalty: 4574.637207
	Iteration 32Q: 3 clusters Score -1177351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1177356.625000 Penalty: 4574.637207
	Iteration 33Q: 3 clusters Score -1177357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1177362.375000 Penalty: 4574.637207
	Iteration 34Q: 3 clusters Score -1177362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1177362.375000 Penalty: 4574.637207
	Iteration 35Q: 3 clusters Score -1177362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1177361.875000 Penalty: 4574.637207
	Iteration 36Q: 3 clusters Score -1177362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1177364.875000 Penalty: 4574.637207
	Iteration 37Q: 3 clusters Score -1177365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1177366.875000 Penalty: 4574.637207
	Iteration 38Q: 3 clusters Score -1177367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1177364.500000 Penalty: 4574.637207
	Iteration 39Q: 3 clusters Score -1177364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1177370.125000 Penalty: 4574.637207
	Iteration 40F: 3 clusters Score -1177370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1177371.250000 Penalty: 4574.637207
	Iteration 41Q: 3 clusters Score -1177371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1177372.750000 Penalty: 4574.637207
	Iteration 42Q: 3 clusters Score -1177373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1177372.500000 Penalty: 4574.637207
	Iteration 43Q: 3 clusters Score -1177372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1177372.625000 Penalty: 4574.637207
	Iteration 44Q: 3 clusters Score -1177373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1177376.375000 Penalty: 4574.637207
	Iteration 45Q: 3 clusters Score -1177376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1177376.625000 Penalty: 4574.637207
	Iteration 46Q: 3 clusters Score -1177377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1177377.500000 Penalty: 4574.637207
	Iteration 47Q: 3 clusters Score -1177378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1177379.625000 Penalty: 4574.637207
	Iteration 48Q: 3 clusters Score -1177380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1177381.000000 Penalty: 4574.637207
	Iteration 49Q: 3 clusters Score -1177381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1177382.875000 Penalty: 4574.637207
	Iteration 50Q: 3 clusters Score -1177383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1177383.250000 Penalty: 4574.637207
	Iteration 51Q: 3 clusters Score -1177383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1177384.500000 Penalty: 4574.637207
	Iteration 52Q: 3 clusters Score -1177384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1177386.500000 Penalty: 4574.637207
	Iteration 53Q: 3 clusters Score -1177386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1177391.750000 Penalty: 4574.637207
	Iteration 54Q: 3 clusters Score -1177392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1177397.625000 Penalty: 4574.637207
	Iteration 55Q: 3 clusters Score -1177398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1177399.250000 Penalty: 4574.637207
	Iteration 56Q: 3 clusters Score -1177399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1177408.125000 Penalty: 4574.637207
	Iteration 57Q: 3 clusters Score -1177408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1177412.000000 Penalty: 4574.637207
	Iteration 58Q: 3 clusters Score -1177412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1177414.375000 Penalty: 4574.637207
	Iteration 59Q: 3 clusters Score -1177414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1177415.250000 Penalty: 4574.637207
	Iteration 60F: 3 clusters Score -1177415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1177414.500000 Penalty: 4574.637207
	Iteration 61Q: 3 clusters Score -1177414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1177415.000000 Penalty: 4574.637207
	Iteration 62Q: 3 clusters Score -1177415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1177417.250000 Penalty: 4574.637207
	Iteration 63Q: 3 clusters Score -1177417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1177419.875000 Penalty: 4574.637207
	Iteration 64Q: 3 clusters Score -1177420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1177420.875000 Penalty: 4574.637207
	Iteration 65Q: 3 clusters Score -1177421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1177422.750000 Penalty: 4574.637207
	Iteration 66Q: 3 clusters Score -1177423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1177426.750000 Penalty: 4574.637207
	Iteration 67Q: 3 clusters Score -1177427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1177429.750000 Penalty: 4574.637207
	Iteration 68Q: 3 clusters Score -1177430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1177432.500000 Penalty: 4574.637207
	Iteration 69Q: 3 clusters Score -1177432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1177431.500000 Penalty: 4574.637207
	Iteration 70Q: 3 clusters Score -1177432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1177434.250000 Penalty: 4574.637207
	Iteration 71Q: 3 clusters Score -1177434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1177434.500000 Penalty: 4574.637207
	Iteration 72Q: 3 clusters Score -1177434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1177436.625000 Penalty: 4574.637207
	Iteration 73Q: 3 clusters Score -1177437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1177440.125000 Penalty: 4574.637207
	Iteration 74Q: 3 clusters Score -1177440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1177443.125000 Penalty: 4574.637207
	Iteration 75Q: 3 clusters Score -1177443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1177445.875000 Penalty: 4574.637207
	Iteration 76Q: 3 clusters Score -1177446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1177446.250000 Penalty: 4574.637207
	Iteration 77Q: 3 clusters Score -1177446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1177452.125000 Penalty: 4574.637207
	Iteration 78Q: 3 clusters Score -1177452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1177452.500000 Penalty: 4574.637207
	Iteration 79Q: 3 clusters Score -1177452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1177453.750000 Penalty: 4574.637207
	Iteration 80F: 3 clusters Score -1177454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1177456.500000 Penalty: 4574.637207
	Iteration 81Q: 3 clusters Score -1177456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1177460.625000 Penalty: 4574.637207
	Iteration 82Q: 3 clusters Score -1177461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1177460.750000 Penalty: 4574.637207
	Iteration 83Q: 3 clusters Score -1177461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1177461.500000 Penalty: 4574.637207
	Iteration 84Q: 3 clusters Score -1177462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1177461.875000 Penalty: 4574.637207
	Iteration 85Q: 3 clusters Score -1177462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1177461.875000 Penalty: 4574.637207
	Iteration 86F: 3 clusters Score -1177462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Entering Unmasked Estep 
Score: -286607.593750 Penalty: 1952.085205
	Iteration 0F: 2 clusters Score -286607.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -283602.250000 Penalty: 3904.170410
	Iteration 0F: 3 clusters Score -283602.2 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -284142.250000 Penalty: 3904.170410
	Iteration 1F: 3 clusters Score -284142.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -284272.093750 Penalty: 3904.170410
	Iteration 2F: 3 clusters Score -284272.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -284346.968750 Penalty: 3904.170410
	Iteration 3Q: 3 clusters Score -284347 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -284393.968750 Penalty: 3904.170410
	Iteration 4Q: 3 clusters Score -284394 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -284423.000000 Penalty: 3904.170410
	Iteration 5Q: 3 clusters Score -284423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -284443.093750 Penalty: 3904.170410
	Iteration 6Q: 3 clusters Score -284443.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -284454.625000 Penalty: 3904.170410
	Iteration 7Q: 3 clusters Score -284454.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -284465.250000 Penalty: 3904.170410
	Iteration 8Q: 3 clusters Score -284465.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -284475.531250 Penalty: 3904.170410
	Iteration 9Q: 3 clusters Score -284475.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -284490.187500 Penalty: 3904.170410
	Iteration 10Q: 3 clusters Score -284490.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -284506.968750 Penalty: 3904.170410
	Iteration 11Q: 3 clusters Score -284507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -284516.218750 Penalty: 3904.170410
	Iteration 12Q: 3 clusters Score -284516.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -284522.937500 Penalty: 3904.170410
	Iteration 13Q: 3 clusters Score -284522.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -284529.656250 Penalty: 3904.170410
	Iteration 14Q: 3 clusters Score -284529.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -284541.281250 Penalty: 3904.170410
	Iteration 15Q: 3 clusters Score -284541.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -284557.281250 Penalty: 3904.170410
	Iteration 16Q: 3 clusters Score -284557.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -284574.156250 Penalty: 3904.170410
	Iteration 17Q: 3 clusters Score -284574.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -284587.500000 Penalty: 3904.170410
	Iteration 18Q: 3 clusters Score -284587.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -284595.750000 Penalty: 3904.170410
	Iteration 19Q: 3 clusters Score -284595.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -284602.093750 Penalty: 3904.170410
	Iteration 20F: 3 clusters Score -284602.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -284613.437500 Penalty: 3904.170410
	Iteration 21Q: 3 clusters Score -284613.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -284625.656250 Penalty: 3904.170410
	Iteration 22Q: 3 clusters Score -284625.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -284638.656250 Penalty: 3904.170410
	Iteration 23Q: 3 clusters Score -284638.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -284647.562500 Penalty: 3904.170410
	Iteration 24Q: 3 clusters Score -284647.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -284656.000000 Penalty: 3904.170410
	Iteration 25Q: 3 clusters Score -284656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -284667.562500 Penalty: 3904.170410
	Iteration 26Q: 3 clusters Score -284667.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -284677.625000 Penalty: 3904.170410
	Iteration 27Q: 3 clusters Score -284677.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -284684.937500 Penalty: 3904.170410
	Iteration 28Q: 3 clusters Score -284684.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -284693.843750 Penalty: 3904.170410
	Iteration 29Q: 3 clusters Score -284693.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -284704.562500 Penalty: 3904.170410
	Iteration 30Q: 3 clusters Score -284704.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -284712.937500 Penalty: 3904.170410
	Iteration 31Q: 3 clusters Score -284712.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -284724.593750 Penalty: 3904.170410
	Iteration 32Q: 3 clusters Score -284724.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -284742.031250 Penalty: 3904.170410
	Iteration 33Q: 3 clusters Score -284742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -284759.125000 Penalty: 3904.170410
	Iteration 34Q: 3 clusters Score -284759.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -284780.500000 Penalty: 3904.170410
	Iteration 35Q: 3 clusters Score -284780.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -284798.031250 Penalty: 3904.170410
	Iteration 36Q: 3 clusters Score -284798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -284814.375000 Penalty: 3904.170410
	Iteration 37Q: 3 clusters Score -284814.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -284830.468750 Penalty: 3904.170410
	Iteration 38Q: 3 clusters Score -284830.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -284846.937500 Penalty: 3904.170410
	Iteration 39Q: 3 clusters Score -284846.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -284868.406250 Penalty: 3904.170410
	Iteration 40F: 3 clusters Score -284868.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -284881.937500 Penalty: 3904.170410
	Iteration 41Q: 3 clusters Score -284881.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -284890.562500 Penalty: 3904.170410
	Iteration 42Q: 3 clusters Score -284890.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -284901.375000 Penalty: 3904.170410
	Iteration 43Q: 3 clusters Score -284901.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -284910.156250 Penalty: 3904.170410
	Iteration 44Q: 3 clusters Score -284910.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -284920.125000 Penalty: 3904.170410
	Iteration 45Q: 3 clusters Score -284920.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -284929.500000 Penalty: 3904.170410
	Iteration 46Q: 3 clusters Score -284929.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -284936.218750 Penalty: 3904.170410
	Iteration 47Q: 3 clusters Score -284936.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -284940.312500 Penalty: 3904.170410
	Iteration 48Q: 3 clusters Score -284940.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -284940.468750 Penalty: 3904.170410
	Iteration 49Q: 3 clusters Score -284940.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -284941.031250 Penalty: 3904.170410
	Iteration 50Q: 3 clusters Score -284941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -284941.437500 Penalty: 3904.170410
	Iteration 51Q: 3 clusters Score -284941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -284943.312500 Penalty: 3904.170410
	Iteration 52Q: 3 clusters Score -284943.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -284945.406250 Penalty: 3904.170410
	Iteration 53Q: 3 clusters Score -284945.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -284946.781250 Penalty: 3904.170410
	Iteration 54Q: 3 clusters Score -284946.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -284949.656250 Penalty: 3904.170410
	Iteration 55Q: 3 clusters Score -284949.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -284950.437500 Penalty: 3904.170410
	Iteration 56Q: 3 clusters Score -284950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -284950.843750 Penalty: 3904.170410
	Iteration 57Q: 3 clusters Score -284950.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -284951.468750 Penalty: 3904.170410
	Iteration 58Q: 3 clusters Score -284951.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -284951.562500 Penalty: 3904.170410
	Iteration 59Q: 3 clusters Score -284951.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -284951.562500 Penalty: 3904.170410
	Iteration 60F: 3 clusters Score -284951.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 82366 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25296 members 
Mstep: Class 6 contains 214609 members 
Mstep: Class 7 contains 65743 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8490 members 
Mstep: Class 12 contains 208443 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 242631 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10128 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299264.000000 Penalty: 57676.941406
Iteration 199Q: 18 clusters Score -1.042993e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 82404 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25296 members 
Mstep: Class 6 contains 214586 members 
Mstep: Class 7 contains 65745 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8507 members 
Mstep: Class 12 contains 208459 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 242572 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10136 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299256.000000 Penalty: 57676.941406
Iteration 200F: 18 clusters Score -1.042993e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 82445 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25296 members 
Mstep: Class 6 contains 214569 members 
Mstep: Class 7 contains 65742 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8520 members 
Mstep: Class 12 contains 208490 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 242501 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10143 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299232.000000 Penalty: 57676.941406
Iteration 201Q: 18 clusters Score -1.042992e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 82470 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25304 members 
Mstep: Class 6 contains 214561 members 
Mstep: Class 7 contains 65735 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8538 members 
Mstep: Class 12 contains 208495 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 242442 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10161 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299160.000000 Penalty: 57676.941406
Iteration 202Q: 18 clusters Score -1.042992e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 82493 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25298 members 
Mstep: Class 6 contains 214545 members 
Mstep: Class 7 contains 65738 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8552 members 
Mstep: Class 12 contains 208502 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 242392 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10186 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299056.000000 Penalty: 57676.941406
Iteration 203Q: 18 clusters Score -1.042991e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 82524 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25293 members 
Mstep: Class 6 contains 214526 members 
Mstep: Class 7 contains 65740 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8560 members 
Mstep: Class 12 contains 208532 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 242325 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10206 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299056.000000 Penalty: 57676.941406
Iteration 204Q: 18 clusters Score -1.042991e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 82559 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25290 members 
Mstep: Class 6 contains 214522 members 
Mstep: Class 7 contains 65741 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8571 members 
Mstep: Class 12 contains 208562 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 242238 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10223 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299024.000000 Penalty: 57676.941406
Iteration 205Q: 18 clusters Score -1.04299e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 82596 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25287 members 
Mstep: Class 6 contains 214517 members 
Mstep: Class 7 contains 65733 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8581 members 
Mstep: Class 12 contains 208597 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 242153 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299104.000000 Penalty: 57676.941406
Iteration 206Q: 18 clusters Score -1.042991e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 82642 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25281 members 
Mstep: Class 6 contains 214513 members 
Mstep: Class 7 contains 65729 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8587 members 
Mstep: Class 12 contains 208618 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 242084 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10251 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299112.000000 Penalty: 57676.941406
Iteration 207Q: 18 clusters Score -1.042991e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 82690 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25277 members 
Mstep: Class 6 contains 214522 members 
Mstep: Class 7 contains 65729 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8597 members 
Mstep: Class 12 contains 208640 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 241989 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10261 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299064.000000 Penalty: 57676.941406
Iteration 208Q: 18 clusters Score -1.042991e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 82736 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25273 members 
Mstep: Class 6 contains 214512 members 
Mstep: Class 7 contains 65724 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8607 members 
Mstep: Class 12 contains 208651 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 241931 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10271 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299032.000000 Penalty: 57676.941406
Iteration 209Q: 18 clusters Score -1.04299e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 82777 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25270 members 
Mstep: Class 6 contains 214510 members 
Mstep: Class 7 contains 65717 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 208679 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 241859 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10277 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298984.000000 Penalty: 57676.941406
Iteration 210Q: 18 clusters Score -1.04299e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 82808 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25269 members 
Mstep: Class 6 contains 214499 members 
Mstep: Class 7 contains 65715 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8625 members 
Mstep: Class 12 contains 208716 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 241792 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10282 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299032.000000 Penalty: 57676.941406
Iteration 211Q: 18 clusters Score -1.04299e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 82840 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25269 members 
Mstep: Class 6 contains 214478 members 
Mstep: Class 7 contains 65722 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8639 members 
Mstep: Class 12 contains 208726 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 241746 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10286 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299048.000000 Penalty: 57676.941406
Iteration 212Q: 18 clusters Score -1.04299e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 82878 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25268 members 
Mstep: Class 6 contains 214460 members 
Mstep: Class 7 contains 65721 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8656 members 
Mstep: Class 12 contains 208735 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 241694 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10295 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298920.000000 Penalty: 57676.941406
Iteration 213Q: 18 clusters Score -1.042989e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 82911 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25266 members 
Mstep: Class 6 contains 214442 members 
Mstep: Class 7 contains 65725 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8665 members 
Mstep: Class 12 contains 208754 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 241638 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10306 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299000.000000 Penalty: 57676.941406
Iteration 214Q: 18 clusters Score -1.04299e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 82933 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25264 members 
Mstep: Class 6 contains 214440 members 
Mstep: Class 7 contains 65730 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8681 members 
Mstep: Class 12 contains 208777 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 241556 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10326 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299080.000000 Penalty: 57676.941406
Iteration 215Q: 18 clusters Score -1.042991e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 82967 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25256 members 
Mstep: Class 6 contains 214437 members 
Mstep: Class 7 contains 65729 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8697 members 
Mstep: Class 12 contains 208796 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 241478 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10346 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299008.000000 Penalty: 57676.941406
Iteration 216Q: 18 clusters Score -1.04299e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 83010 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25245 members 
Mstep: Class 6 contains 214462 members 
Mstep: Class 7 contains 65727 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8709 members 
Mstep: Class 12 contains 208792 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 241392 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10370 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298960.000000 Penalty: 57676.941406
Iteration 217Q: 18 clusters Score -1.04299e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 83060 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25246 members 
Mstep: Class 6 contains 214500 members 
Mstep: Class 7 contains 65728 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8727 members 
Mstep: Class 12 contains 208777 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 241280 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10389 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298880.000000 Penalty: 57676.941406
Iteration 218Q: 18 clusters Score -1.042989e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 83114 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25248 members 
Mstep: Class 6 contains 214522 members 
Mstep: Class 7 contains 65726 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8746 members 
Mstep: Class 12 contains 208759 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 241187 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10408 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298904.000000 Penalty: 57676.941406
Iteration 219Q: 18 clusters Score -1.042989e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 83183 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25249 members 
Mstep: Class 6 contains 214532 members 
Mstep: Class 7 contains 65730 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8753 members 
Mstep: Class 12 contains 208761 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 241082 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10419 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298888.000000 Penalty: 57676.941406
Iteration 220F: 18 clusters Score -1.042989e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 83251 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25253 members 
Mstep: Class 6 contains 214548 members 
Mstep: Class 7 contains 65730 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8768 members 
Mstep: Class 12 contains 208757 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 240973 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10430 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298920.000000 Penalty: 57676.941406
Iteration 221Q: 18 clusters Score -1.042989e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 83312 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25255 members 
Mstep: Class 6 contains 214561 members 
Mstep: Class 7 contains 65731 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 208750 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 240871 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10438 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298936.000000 Penalty: 57676.941406
Iteration 222Q: 18 clusters Score -1.042989e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 83371 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25259 members 
Mstep: Class 6 contains 214557 members 
Mstep: Class 7 contains 65743 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 208755 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 240771 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298864.000000 Penalty: 57676.941406
Iteration 223Q: 18 clusters Score -1.042989e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 83416 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25258 members 
Mstep: Class 6 contains 214578 members 
Mstep: Class 7 contains 65757 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8815 members 
Mstep: Class 12 contains 208742 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 240680 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10463 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298840.000000 Penalty: 57676.941406
Iteration 224Q: 18 clusters Score -1.042988e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 83461 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25258 members 
Mstep: Class 6 contains 214581 members 
Mstep: Class 7 contains 65763 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8825 members 
Mstep: Class 12 contains 208746 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 240602 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10473 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299008.000000 Penalty: 57676.941406
Iteration 225Q: 18 clusters Score -1.04299e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 83498 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25263 members 
Mstep: Class 6 contains 214600 members 
Mstep: Class 7 contains 65771 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8831 members 
Mstep: Class 12 contains 208743 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 240517 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10486 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298992.000000 Penalty: 57676.941406
Iteration 226Q: 18 clusters Score -1.04299e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 83537 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25267 members 
Mstep: Class 6 contains 214604 members 
Mstep: Class 7 contains 65777 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8835 members 
Mstep: Class 12 contains 208754 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 240434 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10500 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298952.000000 Penalty: 57676.941406
Iteration 227Q: 18 clusters Score -1.04299e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 83574 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25276 members 
Mstep: Class 6 contains 214605 members 
Mstep: Class 7 contains 65783 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8840 members 
Mstep: Class 12 contains 208770 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 240344 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10515 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298944.000000 Penalty: 57676.941406
Iteration 228Q: 18 clusters Score -1.042989e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 83613 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25284 members 
Mstep: Class 6 contains 214607 members 
Mstep: Class 7 contains 65789 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8844 members 
Mstep: Class 12 contains 208774 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 240266 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10530 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298872.000000 Penalty: 57676.941406
Iteration 229Q: 18 clusters Score -1.042989e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 83650 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25293 members 
Mstep: Class 6 contains 214612 members 
Mstep: Class 7 contains 65794 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8844 members 
Mstep: Class 12 contains 208786 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 240184 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10544 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298896.000000 Penalty: 57676.941406
Iteration 230Q: 18 clusters Score -1.042989e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 83702 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25296 members 
Mstep: Class 6 contains 214598 members 
Mstep: Class 7 contains 65803 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8843 members 
Mstep: Class 12 contains 208798 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 240106 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10561 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298984.000000 Penalty: 57676.941406
Iteration 231Q: 18 clusters Score -1.04299e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 83741 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25299 members 
Mstep: Class 6 contains 214592 members 
Mstep: Class 7 contains 65807 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8846 members 
Mstep: Class 12 contains 208813 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 240030 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10579 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299024.000000 Penalty: 57676.941406
Iteration 232Q: 18 clusters Score -1.04299e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 83784 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25300 members 
Mstep: Class 6 contains 214607 members 
Mstep: Class 7 contains 65810 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 208804 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 239957 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10594 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298936.000000 Penalty: 57676.941406
Iteration 233Q: 18 clusters Score -1.042989e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 83827 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25300 members 
Mstep: Class 6 contains 214632 members 
Mstep: Class 7 contains 65810 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8855 members 
Mstep: Class 12 contains 208805 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 239872 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10606 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299008.000000 Penalty: 57676.941406
Iteration 234Q: 18 clusters Score -1.04299e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 83867 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25296 members 
Mstep: Class 6 contains 214652 members 
Mstep: Class 7 contains 65805 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8859 members 
Mstep: Class 12 contains 208791 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 239818 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10619 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299088.000000 Penalty: 57676.941406
Iteration 235Q: 18 clusters Score -1.042991e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 83898 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25298 members 
Mstep: Class 6 contains 214662 members 
Mstep: Class 7 contains 65800 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8862 members 
Mstep: Class 12 contains 208794 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 239759 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10634 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299136.000000 Penalty: 57676.941406
Iteration 236Q: 18 clusters Score -1.042991e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 83922 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25296 members 
Mstep: Class 6 contains 214666 members 
Mstep: Class 7 contains 65798 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8861 members 
Mstep: Class 12 contains 208801 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 239713 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10649 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299144.000000 Penalty: 57676.941406
Iteration 237Q: 18 clusters Score -1.042991e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 83938 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25299 members 
Mstep: Class 6 contains 214672 members 
Mstep: Class 7 contains 65800 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8862 members 
Mstep: Class 12 contains 208804 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 239662 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10667 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299136.000000 Penalty: 57676.941406
Iteration 238Q: 18 clusters Score -1.042991e+08 nChanged 129
Entering ConstructFrom: 
Score: -104299136.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (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: -508448.625000 Penalty: 2084.364746
	Iteration 0F: 2 clusters Score -508448.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -504156.812500 Penalty: 4168.729492
	Iteration 0F: 3 clusters Score -504156.8 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -505150.531250 Penalty: 4168.729492
	Iteration 1F: 3 clusters Score -505150.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -505360.625000 Penalty: 4168.729492
	Iteration 2F: 3 clusters Score -505360.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -505481.156250 Penalty: 4168.729492
	Iteration 3F: 3 clusters Score -505481.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -505572.187500 Penalty: 4168.729492
	Iteration 4Q: 3 clusters Score -505572.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -505642.781250 Penalty: 4168.729492
	Iteration 5Q: 3 clusters Score -505642.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -505698.062500 Penalty: 4168.729492
	Iteration 6Q: 3 clusters Score -505698.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -505746.218750 Penalty: 4168.729492
	Iteration 7Q: 3 clusters Score -505746.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -505778.312500 Penalty: 4168.729492
	Iteration 8Q: 3 clusters Score -505778.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -505805.968750 Penalty: 4168.729492
	Iteration 9Q: 3 clusters Score -505806 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -505831.312500 Penalty: 4168.729492
	Iteration 10Q: 3 clusters Score -505831.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -505858.437500 Penalty: 4168.729492
	Iteration 11Q: 3 clusters Score -505858.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -505884.812500 Penalty: 4168.729492
	Iteration 12Q: 3 clusters Score -505884.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -505906.687500 Penalty: 4168.729492
	Iteration 13Q: 3 clusters Score -505906.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -505925.906250 Penalty: 4168.729492
	Iteration 14Q: 3 clusters Score -505925.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -505947.593750 Penalty: 4168.729492
	Iteration 15Q: 3 clusters Score -505947.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -505968.375000 Penalty: 4168.729492
	Iteration 16Q: 3 clusters Score -505968.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -505987.625000 Penalty: 4168.729492
	Iteration 17Q: 3 clusters Score -505987.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -506002.375000 Penalty: 4168.729492
	Iteration 18Q: 3 clusters Score -506002.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -506017.000000 Penalty: 4168.729492
	Iteration 19Q: 3 clusters Score -506017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -506034.312500 Penalty: 4168.729492
	Iteration 20F: 3 clusters Score -506034.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -506049.000000 Penalty: 4168.729492
	Iteration 21Q: 3 clusters Score -506049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -506062.656250 Penalty: 4168.729492
	Iteration 22Q: 3 clusters Score -506062.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -506077.750000 Penalty: 4168.729492
	Iteration 23Q: 3 clusters Score -506077.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -506094.562500 Penalty: 4168.729492
	Iteration 24Q: 3 clusters Score -506094.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -506114.187500 Penalty: 4168.729492
	Iteration 25Q: 3 clusters Score -506114.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -506128.687500 Penalty: 4168.729492
	Iteration 26Q: 3 clusters Score -506128.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -506135.875000 Penalty: 4168.729492
	Iteration 27Q: 3 clusters Score -506135.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -506144.000000 Penalty: 4168.729492
	Iteration 28Q: 3 clusters Score -506144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -506150.937500 Penalty: 4168.729492
	Iteration 29Q: 3 clusters Score -506150.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -506158.093750 Penalty: 4168.729492
	Iteration 30Q: 3 clusters Score -506158.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -506169.562500 Penalty: 4168.729492
	Iteration 31Q: 3 clusters Score -506169.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -506180.875000 Penalty: 4168.729492
	Iteration 32Q: 3 clusters Score -506180.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -506193.000000 Penalty: 4168.729492
	Iteration 33Q: 3 clusters Score -506193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -506202.937500 Penalty: 4168.729492
	Iteration 34Q: 3 clusters Score -506202.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -506217.843750 Penalty: 4168.729492
	Iteration 35Q: 3 clusters Score -506217.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -506232.000000 Penalty: 4168.729492
	Iteration 36Q: 3 clusters Score -506232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -506245.593750 Penalty: 4168.729492
	Iteration 37Q: 3 clusters Score -506245.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -506260.250000 Penalty: 4168.729492
	Iteration 38Q: 3 clusters Score -506260.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -506277.812500 Penalty: 4168.729492
	Iteration 39Q: 3 clusters Score -506277.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -506287.593750 Penalty: 4168.729492
	Iteration 40F: 3 clusters Score -506287.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -506299.718750 Penalty: 4168.729492
	Iteration 41Q: 3 clusters Score -506299.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -506314.187500 Penalty: 4168.729492
	Iteration 42Q: 3 clusters Score -506314.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -506324.468750 Penalty: 4168.729492
	Iteration 43Q: 3 clusters Score -506324.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -506335.000000 Penalty: 4168.729492
	Iteration 44Q: 3 clusters Score -506335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -506347.468750 Penalty: 4168.729492
	Iteration 45Q: 3 clusters Score -506347.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -506357.937500 Penalty: 4168.729492
	Iteration 46Q: 3 clusters Score -506357.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -506367.031250 Penalty: 4168.729492
	Iteration 47Q: 3 clusters Score -506367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -506374.437500 Penalty: 4168.729492
	Iteration 48Q: 3 clusters Score -506374.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -506382.187500 Penalty: 4168.729492
	Iteration 49Q: 3 clusters Score -506382.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -506389.125000 Penalty: 4168.729492
	Iteration 50Q: 3 clusters Score -506389.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -506396.750000 Penalty: 4168.729492
	Iteration 51Q: 3 clusters Score -506396.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -506405.187500 Penalty: 4168.729492
	Iteration 52Q: 3 clusters Score -506405.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -506414.125000 Penalty: 4168.729492
	Iteration 53Q: 3 clusters Score -506414.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -506420.218750 Penalty: 4168.729492
	Iteration 54Q: 3 clusters Score -506420.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -506428.875000 Penalty: 4168.729492
	Iteration 55Q: 3 clusters Score -506428.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -506442.000000 Penalty: 4168.729492
	Iteration 56Q: 3 clusters Score -506442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -506456.406250 Penalty: 4168.729492
	Iteration 57Q: 3 clusters Score -506456.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -506466.281250 Penalty: 4168.729492
	Iteration 58Q: 3 clusters Score -506466.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -506475.125000 Penalty: 4168.729492
	Iteration 59Q: 3 clusters Score -506475.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -506485.187500 Penalty: 4168.729492
	Iteration 60F: 3 clusters Score -506485.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -506496.531250 Penalty: 4168.729492
	Iteration 61Q: 3 clusters Score -506496.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -506502.375000 Penalty: 4168.729492
	Iteration 62Q: 3 clusters Score -506502.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -506507.312500 Penalty: 4168.729492
	Iteration 63Q: 3 clusters Score -506507.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -506511.593750 Penalty: 4168.729492
	Iteration 64Q: 3 clusters Score -506511.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -506515.437500 Penalty: 4168.729492
	Iteration 65Q: 3 clusters Score -506515.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -506521.343750 Penalty: 4168.729492
	Iteration 66Q: 3 clusters Score -506521.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -506524.812500 Penalty: 4168.729492
	Iteration 67Q: 3 clusters Score -506524.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -506536.000000 Penalty: 4168.729492
	Iteration 68Q: 3 clusters Score -506536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -506546.656250 Penalty: 4168.729492
	Iteration 69Q: 3 clusters Score -506546.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -506553.531250 Penalty: 4168.729492
	Iteration 70Q: 3 clusters Score -506553.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -506564.312500 Penalty: 4168.729492
	Iteration 71Q: 3 clusters Score -506564.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -506574.968750 Penalty: 4168.729492
	Iteration 72Q: 3 clusters Score -506575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -506582.500000 Penalty: 4168.729492
	Iteration 73Q: 3 clusters Score -506582.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -506589.437500 Penalty: 4168.729492
	Iteration 74Q: 3 clusters Score -506589.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -506593.718750 Penalty: 4168.729492
	Iteration 75Q: 3 clusters Score -506593.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -506595.531250 Penalty: 4168.729492
	Iteration 76Q: 3 clusters Score -506595.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -506595.531250 Penalty: 4168.729492
	Iteration 77F: 3 clusters Score -506595.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Entering Unmasked Estep 
Score: -10003653.000000 Penalty: 2811.850830
	Iteration 0F: 2 clusters Score -1.000365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -9947496.000000 Penalty: 5623.701660
	Iteration 0F: 3 clusters Score -9947496 nChanged 39555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -9969683.000000 Penalty: 5623.701660
	Iteration 1F: 3 clusters Score -9969683 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -9970350.000000 Penalty: 5623.701660
	Iteration 2Q: 3 clusters Score -9970350 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -9970950.000000 Penalty: 5623.701660
	Iteration 3Q: 3 clusters Score -9970950 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -9971903.000000 Penalty: 5623.701660
	Iteration 4Q: 3 clusters Score -9971903 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -9973373.000000 Penalty: 5623.701660
	Iteration 5Q: 3 clusters Score -9973373 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -9976034.000000 Penalty: 5623.701660
	Iteration 6F: 3 clusters Score -9976034 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -9980608.000000 Penalty: 5623.701660
	Iteration 7F: 3 clusters Score -9980608 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -9987286.000000 Penalty: 5623.701660
	Iteration 8F: 3 clusters Score -9987286 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77294 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -9994301.000000 Penalty: 5623.701660
	Iteration 9F: 3 clusters Score -9994301 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81675 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -9998796.000000 Penalty: 5623.701660
	Iteration 10F: 3 clusters Score -9998796 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10000471.000000 Penalty: 5623.701660
	Iteration 11Q: 3 clusters Score -1.000047e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10000880.000000 Penalty: 5623.701660
	Iteration 12Q: 3 clusters Score -1.000088e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83784 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10001007.000000 Penalty: 5623.701660
	Iteration 13Q: 3 clusters Score -1.000101e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10001076.000000 Penalty: 5623.701660
	Iteration 14Q: 3 clusters Score -1.000108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83800 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10001105.000000 Penalty: 5623.701660
	Iteration 15Q: 3 clusters Score -1.00011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83805 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10001125.000000 Penalty: 5623.701660
	Iteration 16Q: 3 clusters Score -1.000112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83806 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10001129.000000 Penalty: 5623.701660
	Iteration 17Q: 3 clusters Score -1.000113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83807 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10001136.000000 Penalty: 5623.701660
	Iteration 18Q: 3 clusters Score -1.000114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83808 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10001137.000000 Penalty: 5623.701660
	Iteration 19Q: 3 clusters Score -1.000114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83806 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10001143.000000 Penalty: 5623.701660
	Iteration 20F: 3 clusters Score -1.000114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -56436.894531 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -56436.89 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 284 members 
Entering Unmasked Estep 
Score: -54910.785156 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -54910.79 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -55229.636719 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -55229.64 nChanged 51
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: -55443.347656 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -55443.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -55574.210938 Penalty: 3150.904053
	Iteration 3F: 3 clusters Score -55574.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -55706.941406 Penalty: 3150.904053
	Iteration 4F: 3 clusters Score -55706.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -55804.089844 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -55804.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55880.386719 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -55880.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -55903.000000 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -55903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -55905.917969 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -55905.92 nChanged 3
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: -55912.957031 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -55912.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -55923.574219 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -55923.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -55929.191406 Penalty: 3150.904053
	Iteration 11Q: 3 clusters Score -55929.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55934.640625 Penalty: 3150.904053
	Iteration 12Q: 3 clusters Score -55934.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -55940.316406 Penalty: 3150.904053
	Iteration 13Q: 3 clusters Score -55940.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -55951.625000 Penalty: 3150.904053
	Iteration 14Q: 3 clusters Score -55951.62 nChanged 4
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: -55972.492188 Penalty: 3150.904053
	Iteration 15Q: 3 clusters Score -55972.49 nChanged 4
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: -55981.105469 Penalty: 3150.904053
	Iteration 16Q: 3 clusters Score -55981.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -55983.527344 Penalty: 3150.904053
	Iteration 17Q: 3 clusters Score -55983.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -55994.773438 Penalty: 3150.904053
	Iteration 18Q: 3 clusters Score -55994.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -56005.144531 Penalty: 3150.904053
	Iteration 19Q: 3 clusters Score -56005.14 nChanged 1
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: -56008.523438 Penalty: 3150.904053
	Iteration 20F: 3 clusters Score -56008.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -56011.195312 Penalty: 3150.904053
	Iteration 21Q: 3 clusters Score -56011.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -56016.578125 Penalty: 3150.904053
	Iteration 22Q: 3 clusters Score -56016.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -56026.300781 Penalty: 3150.904053
	Iteration 23Q: 3 clusters Score -56026.3 nChanged 2
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: -56032.859375 Penalty: 3150.904053
	Iteration 24Q: 3 clusters Score -56032.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56041.808594 Penalty: 3150.904053
	Iteration 25Q: 3 clusters Score -56041.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56041.808594 Penalty: 3150.904053
	Iteration 26F: 3 clusters Score -56041.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Entering Unmasked Estep 
Score: -204325.218750 Penalty: 1870.600464
	Iteration 0F: 2 clusters Score -204325.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -201744.000000 Penalty: 3741.200928
	Iteration 0F: 3 clusters Score -201744 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -202195.343750 Penalty: 3741.200928
	Iteration 1F: 3 clusters Score -202195.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -202351.187500 Penalty: 3741.200928
	Iteration 2F: 3 clusters Score -202351.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -202430.015625 Penalty: 3741.200928
	Iteration 3Q: 3 clusters Score -202430 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -202514.031250 Penalty: 3741.200928
	Iteration 4Q: 3 clusters Score -202514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -202613.500000 Penalty: 3741.200928
	Iteration 5Q: 3 clusters Score -202613.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -202694.468750 Penalty: 3741.200928
	Iteration 6Q: 3 clusters Score -202694.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -202749.968750 Penalty: 3741.200928
	Iteration 7Q: 3 clusters Score -202750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -202793.468750 Penalty: 3741.200928
	Iteration 8Q: 3 clusters Score -202793.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -202818.921875 Penalty: 3741.200928
	Iteration 9Q: 3 clusters Score -202818.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -202836.609375 Penalty: 3741.200928
	Iteration 10Q: 3 clusters Score -202836.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -202849.171875 Penalty: 3741.200928
	Iteration 11Q: 3 clusters Score -202849.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -202859.421875 Penalty: 3741.200928
	Iteration 12Q: 3 clusters Score -202859.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -202867.500000 Penalty: 3741.200928
	Iteration 13Q: 3 clusters Score -202867.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -202881.046875 Penalty: 3741.200928
	Iteration 14Q: 3 clusters Score -202881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -202892.515625 Penalty: 3741.200928
	Iteration 15Q: 3 clusters Score -202892.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -202903.593750 Penalty: 3741.200928
	Iteration 16Q: 3 clusters Score -202903.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -202911.812500 Penalty: 3741.200928
	Iteration 17Q: 3 clusters Score -202911.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -202913.906250 Penalty: 3741.200928
	Iteration 18Q: 3 clusters Score -202913.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -202918.921875 Penalty: 3741.200928
	Iteration 19Q: 3 clusters Score -202918.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -202924.562500 Penalty: 3741.200928
	Iteration 20F: 3 clusters Score -202924.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -202930.828125 Penalty: 3741.200928
	Iteration 21Q: 3 clusters Score -202930.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -202937.890625 Penalty: 3741.200928
	Iteration 22Q: 3 clusters Score -202937.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -202945.046875 Penalty: 3741.200928
	Iteration 23Q: 3 clusters Score -202945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -202952.421875 Penalty: 3741.200928
	Iteration 24Q: 3 clusters Score -202952.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -202960.734375 Penalty: 3741.200928
	Iteration 25Q: 3 clusters Score -202960.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -202967.890625 Penalty: 3741.200928
	Iteration 26Q: 3 clusters Score -202967.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -202974.078125 Penalty: 3741.200928
	Iteration 27Q: 3 clusters Score -202974.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -202974.765625 Penalty: 3741.200928
	Iteration 28Q: 3 clusters Score -202974.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -202975.781250 Penalty: 3741.200928
	Iteration 29Q: 3 clusters Score -202975.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -202975.781250 Penalty: 3741.200928
	Iteration 30F: 3 clusters Score -202975.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Entering Unmasked Estep 
Score: -3111298.750000 Penalty: 2514.431396
	Iteration 0F: 2 clusters Score -3111299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -3093865.500000 Penalty: 5028.862793
	Iteration 0F: 3 clusters Score -3093866 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3100211.750000 Penalty: 5028.862793
	Iteration 1F: 3 clusters Score -3100212 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3101023.500000 Penalty: 5028.862793
	Iteration 2F: 3 clusters Score -3101024 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3101999.000000 Penalty: 5028.862793
	Iteration 3F: 3 clusters Score -3101999 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3103135.250000 Penalty: 5028.862793
	Iteration 4F: 3 clusters Score -3103135 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -3104482.500000 Penalty: 5028.862793
	Iteration 5F: 3 clusters Score -3104482 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -3106049.500000 Penalty: 5028.862793
	Iteration 6F: 3 clusters Score -3106050 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3107416.500000 Penalty: 5028.862793
	Iteration 7F: 3 clusters Score -3107416 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -3108158.750000 Penalty: 5028.862793
	Iteration 8Q: 3 clusters Score -3108159 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -3108418.500000 Penalty: 5028.862793
	Iteration 9Q: 3 clusters Score -3108418 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3108534.250000 Penalty: 5028.862793
	Iteration 10Q: 3 clusters Score -3108534 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -3108611.500000 Penalty: 5028.862793
	Iteration 11Q: 3 clusters Score -3108612 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -3108668.250000 Penalty: 5028.862793
	Iteration 12Q: 3 clusters Score -3108668 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -3108704.500000 Penalty: 5028.862793
	Iteration 13Q: 3 clusters Score -3108704 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -3108739.750000 Penalty: 5028.862793
	Iteration 14Q: 3 clusters Score -3108740 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3108771.500000 Penalty: 5028.862793
	Iteration 15Q: 3 clusters Score -3108772 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -3108807.250000 Penalty: 5028.862793
	Iteration 16Q: 3 clusters Score -3108807 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -3108845.250000 Penalty: 5028.862793
	Iteration 17Q: 3 clusters Score -3108845 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3108877.500000 Penalty: 5028.862793
	Iteration 18Q: 3 clusters Score -3108878 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -3108904.000000 Penalty: 5028.862793
	Iteration 19Q: 3 clusters Score -3108904 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -3108939.500000 Penalty: 5028.862793
	Iteration 20F: 3 clusters Score -3108940 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -3108954.500000 Penalty: 5028.862793
	Iteration 21Q: 3 clusters Score -3108954 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3108978.500000 Penalty: 5028.862793
	Iteration 22Q: 3 clusters Score -3108978 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3109000.750000 Penalty: 5028.862793
	Iteration 23Q: 3 clusters Score -3109001 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -3109020.750000 Penalty: 5028.862793
	Iteration 24Q: 3 clusters Score -3109021 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -3109052.750000 Penalty: 5028.862793
	Iteration 25Q: 3 clusters Score -3109053 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -3109089.500000 Penalty: 5028.862793
	Iteration 26Q: 3 clusters Score -3109090 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3109121.000000 Penalty: 5028.862793
	Iteration 27Q: 3 clusters Score -3109121 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -3109147.500000 Penalty: 5028.862793
	Iteration 28Q: 3 clusters Score -3109148 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3109189.500000 Penalty: 5028.862793
	Iteration 29Q: 3 clusters Score -3109190 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -3109209.250000 Penalty: 5028.862793
	Iteration 30Q: 3 clusters Score -3109209 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -3109239.000000 Penalty: 5028.862793
	Iteration 31Q: 3 clusters Score -3109239 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -3109267.000000 Penalty: 5028.862793
	Iteration 32Q: 3 clusters Score -3109267 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3109276.750000 Penalty: 5028.862793
	Iteration 33Q: 3 clusters Score -3109277 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -3109300.250000 Penalty: 5028.862793
	Iteration 34Q: 3 clusters Score -3109300 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -3109314.250000 Penalty: 5028.862793
	Iteration 35Q: 3 clusters Score -3109314 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -3109337.000000 Penalty: 5028.862793
	Iteration 36Q: 3 clusters Score -3109337 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3109347.750000 Penalty: 5028.862793
	Iteration 37Q: 3 clusters Score -3109348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -3109356.500000 Penalty: 5028.862793
	Iteration 38Q: 3 clusters Score -3109356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3109367.000000 Penalty: 5028.862793
	Iteration 39Q: 3 clusters Score -3109367 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3109382.750000 Penalty: 5028.862793
	Iteration 40F: 3 clusters Score -3109383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -3109393.250000 Penalty: 5028.862793
	Iteration 41Q: 3 clusters Score -3109393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -3109399.000000 Penalty: 5028.862793
	Iteration 42Q: 3 clusters Score -3109399 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -3109404.750000 Penalty: 5028.862793
	Iteration 43Q: 3 clusters Score -3109405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3109424.750000 Penalty: 5028.862793
	Iteration 44Q: 3 clusters Score -3109425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -3109428.250000 Penalty: 5028.862793
	Iteration 45Q: 3 clusters Score -3109428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -3109443.500000 Penalty: 5028.862793
	Iteration 46Q: 3 clusters Score -3109444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -3109446.000000 Penalty: 5028.862793
	Iteration 47Q: 3 clusters Score -3109446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3109453.000000 Penalty: 5028.862793
	Iteration 48Q: 3 clusters Score -3109453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -3109470.500000 Penalty: 5028.862793
	Iteration 49Q: 3 clusters Score -3109470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -3109474.500000 Penalty: 5028.862793
	Iteration 50Q: 3 clusters Score -3109474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -3109487.250000 Penalty: 5028.862793
	Iteration 51Q: 3 clusters Score -3109487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -3109493.500000 Penalty: 5028.862793
	Iteration 52Q: 3 clusters Score -3109494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3109495.500000 Penalty: 5028.862793
	Iteration 53Q: 3 clusters Score -3109496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -3109501.000000 Penalty: 5028.862793
	Iteration 54Q: 3 clusters Score -3109501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3109504.500000 Penalty: 5028.862793
	Iteration 55Q: 3 clusters Score -3109504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -3109508.750000 Penalty: 5028.862793
	Iteration 56Q: 3 clusters Score -3109509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3109514.750000 Penalty: 5028.862793
	Iteration 57Q: 3 clusters Score -3109515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -3109521.000000 Penalty: 5028.862793
	Iteration 58Q: 3 clusters Score -3109521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3109524.500000 Penalty: 5028.862793
	Iteration 59Q: 3 clusters Score -3109524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -3109528.500000 Penalty: 5028.862793
	Iteration 60F: 3 clusters Score -3109528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3109526.750000 Penalty: 5028.862793
	Iteration 61Q: 3 clusters Score -3109527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -3109525.000000 Penalty: 5028.862793
	Iteration 62Q: 3 clusters Score -3109525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -3109529.500000 Penalty: 5028.862793
	Iteration 63Q: 3 clusters Score -3109530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3109530.250000 Penalty: 5028.862793
	Iteration 64Q: 3 clusters Score -3109530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -3109525.500000 Penalty: 5028.862793
	Iteration 65Q: 3 clusters Score -3109526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -3109535.500000 Penalty: 5028.862793
	Iteration 66Q: 3 clusters Score -3109536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -3109532.750000 Penalty: 5028.862793
	Iteration 67Q: 3 clusters Score -3109533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -3109535.500000 Penalty: 5028.862793
	Iteration 68Q: 3 clusters Score -3109536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3109538.250000 Penalty: 5028.862793
	Iteration 69Q: 3 clusters Score -3109538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -3109545.500000 Penalty: 5028.862793
	Iteration 70Q: 3 clusters Score -3109546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -3109550.000000 Penalty: 5028.862793
	Iteration 71Q: 3 clusters Score -3109550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -3109549.500000 Penalty: 5028.862793
	Iteration 72Q: 3 clusters Score -3109550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3109546.250000 Penalty: 5028.862793
	Iteration 73Q: 3 clusters Score -3109546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3109551.500000 Penalty: 5028.862793
	Iteration 74Q: 3 clusters Score -3109552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -3109555.250000 Penalty: 5028.862793
	Iteration 75Q: 3 clusters Score -3109555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3109554.000000 Penalty: 5028.862793
	Iteration 76Q: 3 clusters Score -3109554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -3109554.250000 Penalty: 5028.862793
	Iteration 77Q: 3 clusters Score -3109554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -3109553.250000 Penalty: 5028.862793
	Iteration 78Q: 3 clusters Score -3109553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -3109558.250000 Penalty: 5028.862793
	Iteration 79Q: 3 clusters Score -3109558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3109558.000000 Penalty: 5028.862793
	Iteration 80F: 3 clusters Score -3109558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3109558.250000 Penalty: 5028.862793
	Iteration 81Q: 3 clusters Score -3109558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -3109559.750000 Penalty: 5028.862793
	Iteration 82Q: 3 clusters Score -3109560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -3109560.500000 Penalty: 5028.862793
	Iteration 83Q: 3 clusters Score -3109560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -3109562.750000 Penalty: 5028.862793
	Iteration 84Q: 3 clusters Score -3109563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3109562.250000 Penalty: 5028.862793
	Iteration 85Q: 3 clusters Score -3109562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3109560.500000 Penalty: 5028.862793
	Iteration 86Q: 3 clusters Score -3109560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3109559.750000 Penalty: 5028.862793
	Iteration 87Q: 3 clusters Score -3109560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -3109562.750000 Penalty: 5028.862793
	Iteration 88Q: 3 clusters Score -3109563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -3109559.750000 Penalty: 5028.862793
	Iteration 89Q: 3 clusters Score -3109560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -3109564.500000 Penalty: 5028.862793
	Iteration 90Q: 3 clusters Score -3109564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -3109561.250000 Penalty: 5028.862793
	Iteration 91Q: 3 clusters Score -3109561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3109559.750000 Penalty: 5028.862793
	Iteration 92Q: 3 clusters Score -3109560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3109558.500000 Penalty: 5028.862793
	Iteration 93Q: 3 clusters Score -3109558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -3109558.250000 Penalty: 5028.862793
	Iteration 94Q: 3 clusters Score -3109558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -3109560.750000 Penalty: 5028.862793
	Iteration 95Q: 3 clusters Score -3109561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3109562.000000 Penalty: 5028.862793
	Iteration 96Q: 3 clusters Score -3109562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3109566.750000 Penalty: 5028.862793
	Iteration 97Q: 3 clusters Score -3109567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -3109566.500000 Penalty: 5028.862793
	Iteration 98Q: 3 clusters Score -3109566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3109574.000000 Penalty: 5028.862793
	Iteration 99Q: 3 clusters Score -3109574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3109576.000000 Penalty: 5028.862793
	Iteration 100F: 3 clusters Score -3109576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -3109578.500000 Penalty: 5028.862793
	Iteration 101Q: 3 clusters Score -3109578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3109579.250000 Penalty: 5028.862793
	Iteration 102Q: 3 clusters Score -3109579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3109582.000000 Penalty: 5028.862793
	Iteration 103Q: 3 clusters Score -3109582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3109585.250000 Penalty: 5028.862793
	Iteration 104Q: 3 clusters Score -3109585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3109586.500000 Penalty: 5028.862793
	Iteration 105Q: 3 clusters Score -3109586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3109585.500000 Penalty: 5028.862793
	Iteration 106Q: 3 clusters Score -3109586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3109587.000000 Penalty: 5028.862793
	Iteration 107Q: 3 clusters Score -3109587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -3109589.250000 Penalty: 5028.862793
	Iteration 108Q: 3 clusters Score -3109589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -3109593.750000 Penalty: 5028.862793
	Iteration 109Q: 3 clusters Score -3109594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3109596.250000 Penalty: 5028.862793
	Iteration 110Q: 3 clusters Score -3109596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3109600.250000 Penalty: 5028.862793
	Iteration 111Q: 3 clusters Score -3109600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3109602.750000 Penalty: 5028.862793
	Iteration 112Q: 3 clusters Score -3109603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3109598.750000 Penalty: 5028.862793
	Iteration 113Q: 3 clusters Score -3109599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -3109600.000000 Penalty: 5028.862793
	Iteration 114Q: 3 clusters Score -3109600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -3109602.500000 Penalty: 5028.862793
	Iteration 115Q: 3 clusters Score -3109602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -3109608.250000 Penalty: 5028.862793
	Iteration 116Q: 3 clusters Score -3109608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -3109603.750000 Penalty: 5028.862793
	Iteration 117Q: 3 clusters Score -3109604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3109605.250000 Penalty: 5028.862793
	Iteration 118Q: 3 clusters Score -3109605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3109606.250000 Penalty: 5028.862793
	Iteration 119Q: 3 clusters Score -3109606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3109606.250000 Penalty: 5028.862793
	Iteration 120F: 3 clusters Score -3109606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (214672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214672 members 
Entering Unmasked Estep 
Score: -26156270.000000 Penalty: 3044.663086
	Iteration 0F: 2 clusters Score -2.615627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107105 members 
Mstep: Class 2 contains 107567 members 
Entering Unmasked Estep 
Score: -26020018.000000 Penalty: 6089.326172
	Iteration 0F: 3 clusters Score -2.602002e+07 nChanged 103057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101692 members 
Mstep: Class 2 contains 112980 members 
Entering Unmasked Estep 
Score: -26080354.000000 Penalty: 6089.326172
	Iteration 1F: 3 clusters Score -2.608035e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98453 members 
Mstep: Class 2 contains 116219 members 
Entering Unmasked Estep 
Score: -26082094.000000 Penalty: 6089.326172
	Iteration 2Q: 3 clusters Score -2.608209e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93514 members 
Mstep: Class 2 contains 121158 members 
Entering Unmasked Estep 
Score: -26085380.000000 Penalty: 6089.326172
	Iteration 3Q: 3 clusters Score -2.608538e+07 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86313 members 
Mstep: Class 2 contains 128359 members 
Entering Unmasked Estep 
Score: -26091022.000000 Penalty: 6089.326172
	Iteration 4F: 3 clusters Score -2.609102e+07 nChanged 14218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76163 members 
Mstep: Class 2 contains 138509 members 
Entering Unmasked Estep 
Score: -26100876.000000 Penalty: 6089.326172
	Iteration 5F: 3 clusters Score -2.610088e+07 nChanged 16790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 151067 members 
Entering Unmasked Estep 
Score: -26114892.000000 Penalty: 6089.326172
	Iteration 6F: 3 clusters Score -2.611489e+07 nChanged 16471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 163278 members 
Entering Unmasked Estep 
Score: -26130032.000000 Penalty: 6089.326172
	Iteration 7F: 3 clusters Score -2.613003e+07 nChanged 13121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 171957 members 
Entering Unmasked Estep 
Score: -26141828.000000 Penalty: 6089.326172
	Iteration 8F: 3 clusters Score -2.614183e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 176582 members 
Entering Unmasked Estep 
Score: -26147340.000000 Penalty: 6089.326172
	Iteration 9Q: 3 clusters Score -2.614734e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 179688 members 
Entering Unmasked Estep 
Score: -26149414.000000 Penalty: 6089.326172
	Iteration 10Q: 3 clusters Score -2.614941e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 182341 members 
Entering Unmasked Estep 
Score: -26150516.000000 Penalty: 6089.326172
	Iteration 11Q: 3 clusters Score -2.615052e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 184738 members 
Entering Unmasked Estep 
Score: -26151324.000000 Penalty: 6089.326172
	Iteration 12Q: 3 clusters Score -2.615132e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 186919 members 
Entering Unmasked Estep 
Score: -26151998.000000 Penalty: 6089.326172
	Iteration 13Q: 3 clusters Score -2.6152e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 188919 members 
Entering Unmasked Estep 
Score: -26152484.000000 Penalty: 6089.326172
	Iteration 14Q: 3 clusters Score -2.615248e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 190679 members 
Entering Unmasked Estep 
Score: -26153022.000000 Penalty: 6089.326172
	Iteration 15Q: 3 clusters Score -2.615302e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 192379 members 
Entering Unmasked Estep 
Score: -26153342.000000 Penalty: 6089.326172
	Iteration 16Q: 3 clusters Score -2.615334e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 193917 members 
Entering Unmasked Estep 
Score: -26153594.000000 Penalty: 6089.326172
	Iteration 17Q: 3 clusters Score -2.615359e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 195366 members 
Entering Unmasked Estep 
Score: -26153688.000000 Penalty: 6089.326172
	Iteration 18Q: 3 clusters Score -2.615369e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 196669 members 
Entering Unmasked Estep 
Score: -26153920.000000 Penalty: 6089.326172
	Iteration 19Q: 3 clusters Score -2.615392e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 197831 members 
Entering Unmasked Estep 
Score: -26154130.000000 Penalty: 6089.326172
	Iteration 20F: 3 clusters Score -2.615413e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 198886 members 
Entering Unmasked Estep 
Score: -26154398.000000 Penalty: 6089.326172
	Iteration 21Q: 3 clusters Score -2.61544e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 199841 members 
Entering Unmasked Estep 
Score: -26154586.000000 Penalty: 6089.326172
	Iteration 22Q: 3 clusters Score -2.615459e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 200747 members 
Entering Unmasked Estep 
Score: -26154592.000000 Penalty: 6089.326172
	Iteration 23Q: 3 clusters Score -2.615459e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 201565 members 
Entering Unmasked Estep 
Score: -26154684.000000 Penalty: 6089.326172
	Iteration 24Q: 3 clusters Score -2.615468e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 202347 members 
Entering Unmasked Estep 
Score: -26154796.000000 Penalty: 6089.326172
	Iteration 25Q: 3 clusters Score -2.61548e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 203102 members 
Entering Unmasked Estep 
Score: -26154908.000000 Penalty: 6089.326172
	Iteration 26Q: 3 clusters Score -2.615491e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 203806 members 
Entering Unmasked Estep 
Score: -26154982.000000 Penalty: 6089.326172
	Iteration 27Q: 3 clusters Score -2.615498e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 204452 members 
Entering Unmasked Estep 
Score: -26155046.000000 Penalty: 6089.326172
	Iteration 28Q: 3 clusters Score -2.615505e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 205033 members 
Entering Unmasked Estep 
Score: -26155016.000000 Penalty: 6089.326172
	Iteration 29Q: 3 clusters Score -2.615502e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 205549 members 
Entering Unmasked Estep 
Score: -26155052.000000 Penalty: 6089.326172
	Iteration 30Q: 3 clusters Score -2.615505e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 206004 members 
Entering Unmasked Estep 
Score: -26155198.000000 Penalty: 6089.326172
	Iteration 31Q: 3 clusters Score -2.61552e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 206394 members 
Entering Unmasked Estep 
Score: -26155194.000000 Penalty: 6089.326172
	Iteration 32Q: 3 clusters Score -2.615519e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 206765 members 
Entering Unmasked Estep 
Score: -26155184.000000 Penalty: 6089.326172
	Iteration 33Q: 3 clusters Score -2.615518e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 207123 members 
Entering Unmasked Estep 
Score: -26155218.000000 Penalty: 6089.326172
	Iteration 34Q: 3 clusters Score -2.615522e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 207440 members 
Entering Unmasked Estep 
Score: -26155256.000000 Penalty: 6089.326172
	Iteration 35Q: 3 clusters Score -2.615526e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 207728 members 
Entering Unmasked Estep 
Score: -26155344.000000 Penalty: 6089.326172
	Iteration 36Q: 3 clusters Score -2.615534e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 207974 members 
Entering Unmasked Estep 
Score: -26155358.000000 Penalty: 6089.326172
	Iteration 37Q: 3 clusters Score -2.615536e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 208183 members 
Entering Unmasked Estep 
Score: -26155384.000000 Penalty: 6089.326172
	Iteration 38Q: 3 clusters Score -2.615538e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 208365 members 
Entering Unmasked Estep 
Score: -26155372.000000 Penalty: 6089.326172
	Iteration 39Q: 3 clusters Score -2.615537e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 208528 members 
Entering Unmasked Estep 
Score: -26155326.000000 Penalty: 6089.326172
	Iteration 40F: 3 clusters Score -2.615533e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 208694 members 
Entering Unmasked Estep 
Score: -26155362.000000 Penalty: 6089.326172
	Iteration 41Q: 3 clusters Score -2.615536e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 208862 members 
Entering Unmasked Estep 
Score: -26155332.000000 Penalty: 6089.326172
	Iteration 42Q: 3 clusters Score -2.615533e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 208996 members 
Entering Unmasked Estep 
Score: -26155360.000000 Penalty: 6089.326172
	Iteration 43Q: 3 clusters Score -2.615536e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 209119 members 
Entering Unmasked Estep 
Score: -26155350.000000 Penalty: 6089.326172
	Iteration 44Q: 3 clusters Score -2.615535e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 209223 members 
Entering Unmasked Estep 
Score: -26155366.000000 Penalty: 6089.326172
	Iteration 45Q: 3 clusters Score -2.615537e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 209321 members 
Entering Unmasked Estep 
Score: -26155326.000000 Penalty: 6089.326172
	Iteration 46Q: 3 clusters Score -2.615533e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 209405 members 
Entering Unmasked Estep 
Score: -26155330.000000 Penalty: 6089.326172
	Iteration 47Q: 3 clusters Score -2.615533e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 209474 members 
Entering Unmasked Estep 
Score: -26155332.000000 Penalty: 6089.326172
	Iteration 48Q: 3 clusters Score -2.615533e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 209543 members 
Entering Unmasked Estep 
Score: -26155322.000000 Penalty: 6089.326172
	Iteration 49Q: 3 clusters Score -2.615532e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 209616 members 
Entering Unmasked Estep 
Score: -26155310.000000 Penalty: 6089.326172
	Iteration 50Q: 3 clusters Score -2.615531e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 209688 members 
Entering Unmasked Estep 
Score: -26155320.000000 Penalty: 6089.326172
	Iteration 51Q: 3 clusters Score -2.615532e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 209758 members 
Entering Unmasked Estep 
Score: -26155306.000000 Penalty: 6089.326172
	Iteration 52Q: 3 clusters Score -2.615531e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 209815 members 
Entering Unmasked Estep 
Score: -26155318.000000 Penalty: 6089.326172
	Iteration 53Q: 3 clusters Score -2.615532e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 209874 members 
Entering Unmasked Estep 
Score: -26155300.000000 Penalty: 6089.326172
	Iteration 54Q: 3 clusters Score -2.61553e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 209918 members 
Entering Unmasked Estep 
Score: -26155304.000000 Penalty: 6089.326172
	Iteration 55Q: 3 clusters Score -2.61553e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 209954 members 
Entering Unmasked Estep 
Score: -26155310.000000 Penalty: 6089.326172
	Iteration 56Q: 3 clusters Score -2.615531e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 209985 members 
Entering Unmasked Estep 
Score: -26155306.000000 Penalty: 6089.326172
	Iteration 57Q: 3 clusters Score -2.615531e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 210011 members 
Entering Unmasked Estep 
Score: -26155288.000000 Penalty: 6089.326172
	Iteration 58Q: 3 clusters Score -2.615529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 210030 members 
Entering Unmasked Estep 
Score: -26155314.000000 Penalty: 6089.326172
	Iteration 59Q: 3 clusters Score -2.615531e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 210051 members 
Entering Unmasked Estep 
Score: -26155290.000000 Penalty: 6089.326172
	Iteration 60F: 3 clusters Score -2.615529e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 210073 members 
Entering Unmasked Estep 
Score: -26155298.000000 Penalty: 6089.326172
	Iteration 61Q: 3 clusters Score -2.61553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 210089 members 
Entering Unmasked Estep 
Score: -26155310.000000 Penalty: 6089.326172
	Iteration 62Q: 3 clusters Score -2.615531e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 210104 members 
Entering Unmasked Estep 
Score: -26155292.000000 Penalty: 6089.326172
	Iteration 63Q: 3 clusters Score -2.615529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 210114 members 
Entering Unmasked Estep 
Score: -26155294.000000 Penalty: 6089.326172
	Iteration 64Q: 3 clusters Score -2.615529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 210127 members 
Entering Unmasked Estep 
Score: -26155304.000000 Penalty: 6089.326172
	Iteration 65Q: 3 clusters Score -2.61553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 210137 members 
Entering Unmasked Estep 
Score: -26155324.000000 Penalty: 6089.326172
	Iteration 66Q: 3 clusters Score -2.615532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 210145 members 
Entering Unmasked Estep 
Score: -26155330.000000 Penalty: 6089.326172
	Iteration 67Q: 3 clusters Score -2.615533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 210155 members 
Entering Unmasked Estep 
Score: -26155324.000000 Penalty: 6089.326172
	Iteration 68Q: 3 clusters Score -2.615532e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 210168 members 
Entering Unmasked Estep 
Score: -26155346.000000 Penalty: 6089.326172
	Iteration 69Q: 3 clusters Score -2.615535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 210178 members 
Entering Unmasked Estep 
Score: -26155338.000000 Penalty: 6089.326172
	Iteration 70Q: 3 clusters Score -2.615534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 210184 members 
Entering Unmasked Estep 
Score: -26155324.000000 Penalty: 6089.326172
	Iteration 71Q: 3 clusters Score -2.615532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 210195 members 
Entering Unmasked Estep 
Score: -26155354.000000 Penalty: 6089.326172
	Iteration 72Q: 3 clusters Score -2.615535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 210201 members 
Entering Unmasked Estep 
Score: -26155352.000000 Penalty: 6089.326172
	Iteration 73Q: 3 clusters Score -2.615535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 210213 members 
Entering Unmasked Estep 
Score: -26155334.000000 Penalty: 6089.326172
	Iteration 74Q: 3 clusters Score -2.615533e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 210228 members 
Entering Unmasked Estep 
Score: -26155320.000000 Penalty: 6089.326172
	Iteration 75Q: 3 clusters Score -2.615532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 210238 members 
Entering Unmasked Estep 
Score: -26155300.000000 Penalty: 6089.326172
	Iteration 76Q: 3 clusters Score -2.61553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 210249 members 
Entering Unmasked Estep 
Score: -26155324.000000 Penalty: 6089.326172
	Iteration 77Q: 3 clusters Score -2.615532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 210257 members 
Entering Unmasked Estep 
Score: -26155314.000000 Penalty: 6089.326172
	Iteration 78Q: 3 clusters Score -2.615531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 210264 members 
Entering Unmasked Estep 
Score: -26155338.000000 Penalty: 6089.326172
	Iteration 79Q: 3 clusters Score -2.615534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 210274 members 
Entering Unmasked Estep 
Score: -26155342.000000 Penalty: 6089.326172
	Iteration 80F: 3 clusters Score -2.615534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 210284 members 
Entering Unmasked Estep 
Score: -26155344.000000 Penalty: 6089.326172
	Iteration 81Q: 3 clusters Score -2.615534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 210299 members 
Entering Unmasked Estep 
Score: -26155310.000000 Penalty: 6089.326172
	Iteration 82Q: 3 clusters Score -2.615531e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 210319 members 
Entering Unmasked Estep 
Score: -26155314.000000 Penalty: 6089.326172
	Iteration 83Q: 3 clusters Score -2.615531e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 210338 members 
Entering Unmasked Estep 
Score: -26155300.000000 Penalty: 6089.326172
	Iteration 84Q: 3 clusters Score -2.61553e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 210353 members 
Entering Unmasked Estep 
Score: -26155316.000000 Penalty: 6089.326172
	Iteration 85Q: 3 clusters Score -2.615532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 210370 members 
Entering Unmasked Estep 
Score: -26155300.000000 Penalty: 6089.326172
	Iteration 86Q: 3 clusters Score -2.61553e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 210384 members 
Entering Unmasked Estep 
Score: -26155280.000000 Penalty: 6089.326172
	Iteration 87Q: 3 clusters Score -2.615528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 210399 members 
Entering Unmasked Estep 
Score: -26155290.000000 Penalty: 6089.326172
	Iteration 88Q: 3 clusters Score -2.615529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 210408 members 
Entering Unmasked Estep 
Score: -26155284.000000 Penalty: 6089.326172
	Iteration 89Q: 3 clusters Score -2.615528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 210418 members 
Entering Unmasked Estep 
Score: -26155274.000000 Penalty: 6089.326172
	Iteration 90Q: 3 clusters Score -2.615527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 210426 members 
Entering Unmasked Estep 
Score: -26155288.000000 Penalty: 6089.326172
	Iteration 91Q: 3 clusters Score -2.615529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 210431 members 
Entering Unmasked Estep 
Score: -26155296.000000 Penalty: 6089.326172
	Iteration 92Q: 3 clusters Score -2.61553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 210436 members 
Entering Unmasked Estep 
Score: -26155314.000000 Penalty: 6089.326172
	Iteration 93Q: 3 clusters Score -2.615531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 210442 members 
Entering Unmasked Estep 
Score: -26155300.000000 Penalty: 6089.326172
	Iteration 94Q: 3 clusters Score -2.61553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 210446 members 
Entering Unmasked Estep 
Score: -26155288.000000 Penalty: 6089.326172
	Iteration 95Q: 3 clusters Score -2.615529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 210453 members 
Entering Unmasked Estep 
Score: -26155298.000000 Penalty: 6089.326172
	Iteration 96Q: 3 clusters Score -2.61553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 210457 members 
Entering Unmasked Estep 
Score: -26155298.000000 Penalty: 6089.326172
	Iteration 97Q: 3 clusters Score -2.61553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 210460 members 
Entering Unmasked Estep 
Score: -26155290.000000 Penalty: 6089.326172
	Iteration 98Q: 3 clusters Score -2.615529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 210460 members 
Entering Unmasked Estep 
Score: -26155290.000000 Penalty: 6089.326172
	Iteration 99F: 3 clusters Score -2.615529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65803 members 
Entering Unmasked Estep 
Score: -8070379.500000 Penalty: 2751.416260
	Iteration 0F: 2 clusters Score -8070380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -8026445.500000 Penalty: 5502.832520
	Iteration 0F: 3 clusters Score -8026446 nChanged 30465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -8043499.500000 Penalty: 5502.832520
	Iteration 1F: 3 clusters Score -8043500 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -8044150.000000 Penalty: 5502.832520
	Iteration 2Q: 3 clusters Score -8044150 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -8045099.000000 Penalty: 5502.832520
	Iteration 3Q: 3 clusters Score -8045099 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -8046724.500000 Penalty: 5502.832520
	Iteration 4Q: 3 clusters Score -8046724 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -8049510.000000 Penalty: 5502.832520
	Iteration 5F: 3 clusters Score -8049510 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -8054135.500000 Penalty: 5502.832520
	Iteration 6F: 3 clusters Score -8054136 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -8059885.500000 Penalty: 5502.832520
	Iteration 7F: 3 clusters Score -8059886 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -8064503.500000 Penalty: 5502.832520
	Iteration 8F: 3 clusters Score -8064504 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8066788.000000 Penalty: 5502.832520
	Iteration 9Q: 3 clusters Score -8066788 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8067504.500000 Penalty: 5502.832520
	Iteration 10Q: 3 clusters Score -8067504 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8067720.000000 Penalty: 5502.832520
	Iteration 11Q: 3 clusters Score -8067720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8067808.500000 Penalty: 5502.832520
	Iteration 12Q: 3 clusters Score -8067808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8067835.000000 Penalty: 5502.832520
	Iteration 13Q: 3 clusters Score -8067835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65620 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8067853.500000 Penalty: 5502.832520
	Iteration 14Q: 3 clusters Score -8067854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8067853.000000 Penalty: 5502.832520
	Iteration 15Q: 3 clusters Score -8067853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65623 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8067864.000000 Penalty: 5502.832520
	Iteration 16Q: 3 clusters Score -8067864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8067875.500000 Penalty: 5502.832520
	Iteration 17Q: 3 clusters Score -8067876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8067882.000000 Penalty: 5502.832520
	Iteration 18Q: 3 clusters Score -8067882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8067882.000000 Penalty: 5502.832520
	Iteration 19F: 3 clusters Score -8067882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -66709.054688 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -66709.05 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 320 members 
Entering Unmasked Estep 
Score: -65126.144531 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -65126.14 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65510.933594 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -65510.93 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -65649.757812 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -65649.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -65708.453125 Penalty: 3225.383789
	Iteration 3Q: 3 clusters Score -65708.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65748.023438 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -65748.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65763.242188 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -65763.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65768.851562 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -65768.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -65771.382812 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -65771.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65772.773438 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -65772.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65774.804688 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -65774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65774.804688 Penalty: 3225.383789
	Iteration 10F: 3 clusters Score -65774.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -24386.507812 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -24386.51 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 156 members 
Entering Unmasked Estep 
Score: -23184.746094 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -23184.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23324.128906 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -23324.13 nChanged 12
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: -23352.085938 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -23352.09 nChanged 3
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: -23359.226562 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -23359.23 nChanged 1
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: -23360.849609 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -23360.85 nChanged 0
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: -23360.849609 Penalty: 2835.645752
	Iteration 5F: 3 clusters Score -23360.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -75347.625000 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -75347.62 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 370 members 
Entering Unmasked Estep 
Score: -73626.171875 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -73626.17 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73824.648438 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -73824.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73882.554688 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -73882.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73920.976562 Penalty: 3294.673340
	Iteration 3Q: 3 clusters Score -73920.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -73956.695312 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -73956.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -74015.414062 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -74015.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -74037.335938 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -74037.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -74047.062500 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -74047.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74053.109375 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -74053.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74058.492188 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -74058.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74061.812500 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -74061.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74062.343750 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -74062.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74062.343750 Penalty: 3294.673340
	Iteration 12F: 3 clusters Score -74062.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Entering Unmasked Estep 
Score: -1086904.750000 Penalty: 2254.258789
	Iteration 0F: 2 clusters Score -1086905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1079947.500000 Penalty: 4508.517578
	Iteration 0F: 3 clusters Score -1079948 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1081833.750000 Penalty: 4508.517578
	Iteration 1F: 3 clusters Score -1081834 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1082077.250000 Penalty: 4508.517578
	Iteration 2F: 3 clusters Score -1082077 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1082251.750000 Penalty: 4508.517578
	Iteration 3Q: 3 clusters Score -1082252 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1082386.500000 Penalty: 4508.517578
	Iteration 4Q: 3 clusters Score -1082386 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1082513.750000 Penalty: 4508.517578
	Iteration 5Q: 3 clusters Score -1082514 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1082656.625000 Penalty: 4508.517578
	Iteration 6Q: 3 clusters Score -1082657 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1082813.000000 Penalty: 4508.517578
	Iteration 7Q: 3 clusters Score -1082813 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1082965.500000 Penalty: 4508.517578
	Iteration 8Q: 3 clusters Score -1082966 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1083118.750000 Penalty: 4508.517578
	Iteration 9Q: 3 clusters Score -1083119 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1083298.000000 Penalty: 4508.517578
	Iteration 10Q: 3 clusters Score -1083298 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1083493.125000 Penalty: 4508.517578
	Iteration 11Q: 3 clusters Score -1083493 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1083671.875000 Penalty: 4508.517578
	Iteration 12Q: 3 clusters Score -1083672 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1083844.875000 Penalty: 4508.517578
	Iteration 13Q: 3 clusters Score -1083845 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1083999.250000 Penalty: 4508.517578
	Iteration 14Q: 3 clusters Score -1083999 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1084137.125000 Penalty: 4508.517578
	Iteration 15Q: 3 clusters Score -1084137 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1084257.750000 Penalty: 4508.517578
	Iteration 16Q: 3 clusters Score -1084258 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1084354.250000 Penalty: 4508.517578
	Iteration 17Q: 3 clusters Score -1084354 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1084454.375000 Penalty: 4508.517578
	Iteration 18Q: 3 clusters Score -1084454 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1084529.250000 Penalty: 4508.517578
	Iteration 19Q: 3 clusters Score -1084529 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1084614.875000 Penalty: 4508.517578
	Iteration 20F: 3 clusters Score -1084615 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1084664.750000 Penalty: 4508.517578
	Iteration 21Q: 3 clusters Score -1084665 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1084698.750000 Penalty: 4508.517578
	Iteration 22Q: 3 clusters Score -1084699 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1084739.375000 Penalty: 4508.517578
	Iteration 23Q: 3 clusters Score -1084739 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1084771.625000 Penalty: 4508.517578
	Iteration 24Q: 3 clusters Score -1084772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1084794.125000 Penalty: 4508.517578
	Iteration 25Q: 3 clusters Score -1084794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1084815.375000 Penalty: 4508.517578
	Iteration 26Q: 3 clusters Score -1084815 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1084844.000000 Penalty: 4508.517578
	Iteration 27Q: 3 clusters Score -1084844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1084873.250000 Penalty: 4508.517578
	Iteration 28Q: 3 clusters Score -1084873 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1084903.750000 Penalty: 4508.517578
	Iteration 29Q: 3 clusters Score -1084904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1084931.125000 Penalty: 4508.517578
	Iteration 30Q: 3 clusters Score -1084931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1084956.625000 Penalty: 4508.517578
	Iteration 31Q: 3 clusters Score -1084957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1084973.125000 Penalty: 4508.517578
	Iteration 32Q: 3 clusters Score -1084973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1084983.375000 Penalty: 4508.517578
	Iteration 33Q: 3 clusters Score -1084983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1084992.875000 Penalty: 4508.517578
	Iteration 34Q: 3 clusters Score -1084993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1085001.000000 Penalty: 4508.517578
	Iteration 35Q: 3 clusters Score -1085001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1085010.125000 Penalty: 4508.517578
	Iteration 36Q: 3 clusters Score -1085010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1085019.375000 Penalty: 4508.517578
	Iteration 37Q: 3 clusters Score -1085019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1085022.000000 Penalty: 4508.517578
	Iteration 38Q: 3 clusters Score -1085022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1085030.625000 Penalty: 4508.517578
	Iteration 39Q: 3 clusters Score -1085031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1085031.125000 Penalty: 4508.517578
	Iteration 40F: 3 clusters Score -1085031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1085032.000000 Penalty: 4508.517578
	Iteration 41Q: 3 clusters Score -1085032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1085031.500000 Penalty: 4508.517578
	Iteration 42Q: 3 clusters Score -1085032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1085031.500000 Penalty: 4508.517578
	Iteration 43F: 3 clusters Score -1085032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208809 members 
Entering Unmasked Estep 
Score: -25433864.000000 Penalty: 3037.795410
	Iteration 0F: 2 clusters Score -2.543386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104444 members 
Mstep: Class 2 contains 104365 members 
Entering Unmasked Estep 
Score: -25298922.000000 Penalty: 6075.590820
	Iteration 0F: 3 clusters Score -2.529892e+07 nChanged 100718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105198 members 
Mstep: Class 2 contains 103611 members 
Entering Unmasked Estep 
Score: -25357256.000000 Penalty: 6075.590820
	Iteration 1F: 3 clusters Score -2.535726e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105596 members 
Mstep: Class 2 contains 103213 members 
Entering Unmasked Estep 
Score: -25358008.000000 Penalty: 6075.590820
	Iteration 2Q: 3 clusters Score -2.535801e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106126 members 
Mstep: Class 2 contains 102683 members 
Entering Unmasked Estep 
Score: -25358930.000000 Penalty: 6075.590820
	Iteration 3Q: 3 clusters Score -2.535893e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 101898 members 
Entering Unmasked Estep 
Score: -25359686.000000 Penalty: 6075.590820
	Iteration 4Q: 3 clusters Score -2.535969e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108053 members 
Mstep: Class 2 contains 100756 members 
Entering Unmasked Estep 
Score: -25360616.000000 Penalty: 6075.590820
	Iteration 5Q: 3 clusters Score -2.536062e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109756 members 
Mstep: Class 2 contains 99053 members 
Entering Unmasked Estep 
Score: -25362156.000000 Penalty: 6075.590820
	Iteration 6Q: 3 clusters Score -2.536216e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112492 members 
Mstep: Class 2 contains 96317 members 
Entering Unmasked Estep 
Score: -25363924.000000 Penalty: 6075.590820
	Iteration 7Q: 3 clusters Score -2.536392e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116475 members 
Mstep: Class 2 contains 92334 members 
Entering Unmasked Estep 
Score: -25366830.000000 Penalty: 6075.590820
	Iteration 8Q: 3 clusters Score -2.536683e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121959 members 
Mstep: Class 2 contains 86850 members 
Entering Unmasked Estep 
Score: -25371600.000000 Penalty: 6075.590820
	Iteration 9Q: 3 clusters Score -2.53716e+07 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129002 members 
Mstep: Class 2 contains 79807 members 
Entering Unmasked Estep 
Score: -25379252.000000 Penalty: 6075.590820
	Iteration 10F: 3 clusters Score -2.537925e+07 nChanged 12852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136624 members 
Mstep: Class 2 contains 72185 members 
Entering Unmasked Estep 
Score: -25389518.000000 Penalty: 6075.590820
	Iteration 11F: 3 clusters Score -2.538952e+07 nChanged 12904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143062 members 
Mstep: Class 2 contains 65747 members 
Entering Unmasked Estep 
Score: -25399584.000000 Penalty: 6075.590820
	Iteration 12F: 3 clusters Score -2.539958e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147396 members 
Mstep: Class 2 contains 61413 members 
Entering Unmasked Estep 
Score: -25405732.000000 Penalty: 6075.590820
	Iteration 13F: 3 clusters Score -2.540573e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150583 members 
Mstep: Class 2 contains 58226 members 
Entering Unmasked Estep 
Score: -25408088.000000 Penalty: 6075.590820
	Iteration 14Q: 3 clusters Score -2.540809e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153675 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -25409362.000000 Penalty: 6075.590820
	Iteration 15Q: 3 clusters Score -2.540936e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156798 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -25410380.000000 Penalty: 6075.590820
	Iteration 16Q: 3 clusters Score -2.541038e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159975 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -25411428.000000 Penalty: 6075.590820
	Iteration 17Q: 3 clusters Score -2.541143e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163247 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -25412280.000000 Penalty: 6075.590820
	Iteration 18Q: 3 clusters Score -2.541228e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166457 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -25413258.000000 Penalty: 6075.590820
	Iteration 19Q: 3 clusters Score -2.541326e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169573 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -25414328.000000 Penalty: 6075.590820
	Iteration 20F: 3 clusters Score -2.541433e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172637 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -25415138.000000 Penalty: 6075.590820
	Iteration 21Q: 3 clusters Score -2.541514e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175780 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -25416294.000000 Penalty: 6075.590820
	Iteration 22Q: 3 clusters Score -2.541629e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178945 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -25417296.000000 Penalty: 6075.590820
	Iteration 23Q: 3 clusters Score -2.54173e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182100 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -25418498.000000 Penalty: 6075.590820
	Iteration 24Q: 3 clusters Score -2.54185e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185193 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -25419926.000000 Penalty: 6075.590820
	Iteration 25Q: 3 clusters Score -2.541993e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188149 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -25421266.000000 Penalty: 6075.590820
	Iteration 26Q: 3 clusters Score -2.542127e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191002 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -25422554.000000 Penalty: 6075.590820
	Iteration 27Q: 3 clusters Score -2.542255e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193717 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -25423632.000000 Penalty: 6075.590820
	Iteration 28Q: 3 clusters Score -2.542363e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196248 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -25424852.000000 Penalty: 6075.590820
	Iteration 29Q: 3 clusters Score -2.542485e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198575 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -25426112.000000 Penalty: 6075.590820
	Iteration 30Q: 3 clusters Score -2.542611e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200622 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -25427088.000000 Penalty: 6075.590820
	Iteration 31Q: 3 clusters Score -2.542709e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202387 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -25427990.000000 Penalty: 6075.590820
	Iteration 32Q: 3 clusters Score -2.542799e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203814 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -25428812.000000 Penalty: 6075.590820
	Iteration 33Q: 3 clusters Score -2.542881e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204982 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -25429616.000000 Penalty: 6075.590820
	Iteration 34Q: 3 clusters Score -2.542962e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205840 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -25430052.000000 Penalty: 6075.590820
	Iteration 35Q: 3 clusters Score -2.543005e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206482 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -25430340.000000 Penalty: 6075.590820
	Iteration 36Q: 3 clusters Score -2.543034e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206939 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -25430548.000000 Penalty: 6075.590820
	Iteration 37Q: 3 clusters Score -2.543055e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207253 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -25430756.000000 Penalty: 6075.590820
	Iteration 38Q: 3 clusters Score -2.543076e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207461 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -25430860.000000 Penalty: 6075.590820
	Iteration 39Q: 3 clusters Score -2.543086e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207611 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -25430930.000000 Penalty: 6075.590820
	Iteration 40F: 3 clusters Score -2.543093e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207706 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -25430982.000000 Penalty: 6075.590820
	Iteration 41Q: 3 clusters Score -2.543098e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207783 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -25431056.000000 Penalty: 6075.590820
	Iteration 42Q: 3 clusters Score -2.543106e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207853 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -25431126.000000 Penalty: 6075.590820
	Iteration 43Q: 3 clusters Score -2.543113e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207893 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -25431134.000000 Penalty: 6075.590820
	Iteration 44Q: 3 clusters Score -2.543113e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207934 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -25431172.000000 Penalty: 6075.590820
	Iteration 45Q: 3 clusters Score -2.543117e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207964 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -25431166.000000 Penalty: 6075.590820
	Iteration 46Q: 3 clusters Score -2.543117e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207996 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -25431222.000000 Penalty: 6075.590820
	Iteration 47Q: 3 clusters Score -2.543122e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208019 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -25431230.000000 Penalty: 6075.590820
	Iteration 48Q: 3 clusters Score -2.543123e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208041 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -25431250.000000 Penalty: 6075.590820
	Iteration 49Q: 3 clusters Score -2.543125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208051 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -25431242.000000 Penalty: 6075.590820
	Iteration 50Q: 3 clusters Score -2.543124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208059 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -25431278.000000 Penalty: 6075.590820
	Iteration 51Q: 3 clusters Score -2.543128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208069 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -25431262.000000 Penalty: 6075.590820
	Iteration 52Q: 3 clusters Score -2.543126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208077 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -25431270.000000 Penalty: 6075.590820
	Iteration 53Q: 3 clusters Score -2.543127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208084 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -25431280.000000 Penalty: 6075.590820
	Iteration 54Q: 3 clusters Score -2.543128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208086 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -25431282.000000 Penalty: 6075.590820
	Iteration 55Q: 3 clusters Score -2.543128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208088 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -25431284.000000 Penalty: 6075.590820
	Iteration 56Q: 3 clusters Score -2.543128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208091 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -25431286.000000 Penalty: 6075.590820
	Iteration 57Q: 3 clusters Score -2.543129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208092 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -25431288.000000 Penalty: 6075.590820
	Iteration 58Q: 3 clusters Score -2.543129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208093 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -25431274.000000 Penalty: 6075.590820
	Iteration 59Q: 3 clusters Score -2.543127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208092 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -25431268.000000 Penalty: 6075.590820
	Iteration 60F: 3 clusters Score -2.543127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208093 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -25431276.000000 Penalty: 6075.590820
	Iteration 61Q: 3 clusters Score -2.543128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208095 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -25431274.000000 Penalty: 6075.590820
	Iteration 62Q: 3 clusters Score -2.543127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208096 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -25431268.000000 Penalty: 6075.590820
	Iteration 63Q: 3 clusters Score -2.543127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208098 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -25431268.000000 Penalty: 6075.590820
	Iteration 64Q: 3 clusters Score -2.543127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208101 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -25431280.000000 Penalty: 6075.590820
	Iteration 65Q: 3 clusters Score -2.543128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208102 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -25431266.000000 Penalty: 6075.590820
	Iteration 66Q: 3 clusters Score -2.543127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208104 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -25431272.000000 Penalty: 6075.590820
	Iteration 67Q: 3 clusters Score -2.543127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208106 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -25431268.000000 Penalty: 6075.590820
	Iteration 68Q: 3 clusters Score -2.543127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208107 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -25431266.000000 Penalty: 6075.590820
	Iteration 69Q: 3 clusters Score -2.543127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208106 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -25431268.000000 Penalty: 6075.590820
	Iteration 70Q: 3 clusters Score -2.543127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208107 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -25431272.000000 Penalty: 6075.590820
	Iteration 71Q: 3 clusters Score -2.543127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208108 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -25431284.000000 Penalty: 6075.590820
	Iteration 72Q: 3 clusters Score -2.543128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208109 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -25431288.000000 Penalty: 6075.590820
	Iteration 73Q: 3 clusters Score -2.543129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208109 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -25431288.000000 Penalty: 6075.590820
	Iteration 74F: 3 clusters Score -2.543129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Entering Unmasked Estep 
Score: -427655.062500 Penalty: 2040.654175
	Iteration 0F: 2 clusters Score -427655.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -423919.375000 Penalty: 4081.308350
	Iteration 0F: 3 clusters Score -423919.4 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -424694.031250 Penalty: 4081.308350
	Iteration 1F: 3 clusters Score -424694 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -424867.656250 Penalty: 4081.308350
	Iteration 2F: 3 clusters Score -424867.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -424971.843750 Penalty: 4081.308350
	Iteration 3Q: 3 clusters Score -424971.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -425065.750000 Penalty: 4081.308350
	Iteration 4Q: 3 clusters Score -425065.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -425139.625000 Penalty: 4081.308350
	Iteration 5Q: 3 clusters Score -425139.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -425202.125000 Penalty: 4081.308350
	Iteration 6Q: 3 clusters Score -425202.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -425258.718750 Penalty: 4081.308350
	Iteration 7Q: 3 clusters Score -425258.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -425309.906250 Penalty: 4081.308350
	Iteration 8Q: 3 clusters Score -425309.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -425355.281250 Penalty: 4081.308350
	Iteration 9Q: 3 clusters Score -425355.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -425388.250000 Penalty: 4081.308350
	Iteration 10Q: 3 clusters Score -425388.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -425417.343750 Penalty: 4081.308350
	Iteration 11Q: 3 clusters Score -425417.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -425442.125000 Penalty: 4081.308350
	Iteration 12Q: 3 clusters Score -425442.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -425464.500000 Penalty: 4081.308350
	Iteration 13Q: 3 clusters Score -425464.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -425484.343750 Penalty: 4081.308350
	Iteration 14Q: 3 clusters Score -425484.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -425496.343750 Penalty: 4081.308350
	Iteration 15Q: 3 clusters Score -425496.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -425505.593750 Penalty: 4081.308350
	Iteration 16Q: 3 clusters Score -425505.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -425515.187500 Penalty: 4081.308350
	Iteration 17Q: 3 clusters Score -425515.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -425528.187500 Penalty: 4081.308350
	Iteration 18Q: 3 clusters Score -425528.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -425537.312500 Penalty: 4081.308350
	Iteration 19Q: 3 clusters Score -425537.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -425547.375000 Penalty: 4081.308350
	Iteration 20F: 3 clusters Score -425547.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -425556.375000 Penalty: 4081.308350
	Iteration 21Q: 3 clusters Score -425556.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -425563.968750 Penalty: 4081.308350
	Iteration 22Q: 3 clusters Score -425564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -425570.718750 Penalty: 4081.308350
	Iteration 23Q: 3 clusters Score -425570.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -425577.750000 Penalty: 4081.308350
	Iteration 24Q: 3 clusters Score -425577.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -425585.875000 Penalty: 4081.308350
	Iteration 25Q: 3 clusters Score -425585.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -425595.843750 Penalty: 4081.308350
	Iteration 26Q: 3 clusters Score -425595.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -425605.312500 Penalty: 4081.308350
	Iteration 27Q: 3 clusters Score -425605.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -425615.750000 Penalty: 4081.308350
	Iteration 28Q: 3 clusters Score -425615.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -425627.843750 Penalty: 4081.308350
	Iteration 29Q: 3 clusters Score -425627.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -425637.031250 Penalty: 4081.308350
	Iteration 30Q: 3 clusters Score -425637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -425642.343750 Penalty: 4081.308350
	Iteration 31Q: 3 clusters Score -425642.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -425649.218750 Penalty: 4081.308350
	Iteration 32Q: 3 clusters Score -425649.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -425654.687500 Penalty: 4081.308350
	Iteration 33Q: 3 clusters Score -425654.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -425660.218750 Penalty: 4081.308350
	Iteration 34Q: 3 clusters Score -425660.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -425664.468750 Penalty: 4081.308350
	Iteration 35Q: 3 clusters Score -425664.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -425665.968750 Penalty: 4081.308350
	Iteration 36Q: 3 clusters Score -425666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -425670.281250 Penalty: 4081.308350
	Iteration 37Q: 3 clusters Score -425670.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -425673.718750 Penalty: 4081.308350
	Iteration 38Q: 3 clusters Score -425673.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -425677.343750 Penalty: 4081.308350
	Iteration 39Q: 3 clusters Score -425677.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -425679.343750 Penalty: 4081.308350
	Iteration 40F: 3 clusters Score -425679.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -425681.406250 Penalty: 4081.308350
	Iteration 41Q: 3 clusters Score -425681.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -425685.156250 Penalty: 4081.308350
	Iteration 42Q: 3 clusters Score -425685.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -425686.406250 Penalty: 4081.308350
	Iteration 43Q: 3 clusters Score -425686.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -425688.000000 Penalty: 4081.308350
	Iteration 44Q: 3 clusters Score -425688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -425688.906250 Penalty: 4081.308350
	Iteration 45Q: 3 clusters Score -425688.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -425689.562500 Penalty: 4081.308350
	Iteration 46Q: 3 clusters Score -425689.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -425689.062500 Penalty: 4081.308350
	Iteration 47Q: 3 clusters Score -425689.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -425690.531250 Penalty: 4081.308350
	Iteration 48Q: 3 clusters Score -425690.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -425689.406250 Penalty: 4081.308350
	Iteration 49Q: 3 clusters Score -425689.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -425690.593750 Penalty: 4081.308350
	Iteration 50Q: 3 clusters Score -425690.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -425691.187500 Penalty: 4081.308350
	Iteration 51Q: 3 clusters Score -425691.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -425691.187500 Penalty: 4081.308350
	Iteration 52F: 3 clusters Score -425691.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (239611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239611 members 
Entering Unmasked Estep 
Score: -29033228.000000 Penalty: 3071.919434
	Iteration 0F: 2 clusters Score -2.903323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119361 members 
Mstep: Class 2 contains 120250 members 
Entering Unmasked Estep 
Score: -28881472.000000 Penalty: 6143.838867
	Iteration 0F: 3 clusters Score -2.888147e+07 nChanged 115657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111112 members 
Mstep: Class 2 contains 128499 members 
Entering Unmasked Estep 
Score: -28949792.000000 Penalty: 6143.838867
	Iteration 1F: 3 clusters Score -2.894979e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105527 members 
Mstep: Class 2 contains 134084 members 
Entering Unmasked Estep 
Score: -28952366.000000 Penalty: 6143.838867
	Iteration 2Q: 3 clusters Score -2.895237e+07 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96784 members 
Mstep: Class 2 contains 142827 members 
Entering Unmasked Estep 
Score: -28957422.000000 Penalty: 6143.838867
	Iteration 3Q: 3 clusters Score -2.895742e+07 nChanged 15497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83761 members 
Mstep: Class 2 contains 155850 members 
Entering Unmasked Estep 
Score: -28966876.000000 Penalty: 6143.838867
	Iteration 4F: 3 clusters Score -2.896688e+07 nChanged 19366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 172954 members 
Entering Unmasked Estep 
Score: -28981746.000000 Penalty: 6143.838867
	Iteration 5F: 3 clusters Score -2.898175e+07 nChanged 19754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 190824 members 
Entering Unmasked Estep 
Score: -28999110.000000 Penalty: 6143.838867
	Iteration 6F: 3 clusters Score -2.899911e+07 nChanged 16128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 205484 members 
Entering Unmasked Estep 
Score: -29013738.000000 Penalty: 6143.838867
	Iteration 7F: 3 clusters Score -2.901374e+07 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 214623 members 
Entering Unmasked Estep 
Score: -29022506.000000 Penalty: 6143.838867
	Iteration 8Q: 3 clusters Score -2.902251e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 219482 members 
Entering Unmasked Estep 
Score: -29026918.000000 Penalty: 6143.838867
	Iteration 9Q: 3 clusters Score -2.902692e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 222468 members 
Entering Unmasked Estep 
Score: -29028626.000000 Penalty: 6143.838867
	Iteration 10Q: 3 clusters Score -2.902863e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 224657 members 
Entering Unmasked Estep 
Score: -29029378.000000 Penalty: 6143.838867
	Iteration 11Q: 3 clusters Score -2.902938e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 226399 members 
Entering Unmasked Estep 
Score: -29029922.000000 Penalty: 6143.838867
	Iteration 12Q: 3 clusters Score -2.902992e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 227893 members 
Entering Unmasked Estep 
Score: -29030274.000000 Penalty: 6143.838867
	Iteration 13Q: 3 clusters Score -2.903027e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 229179 members 
Entering Unmasked Estep 
Score: -29030554.000000 Penalty: 6143.838867
	Iteration 14Q: 3 clusters Score -2.903055e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 230292 members 
Entering Unmasked Estep 
Score: -29030778.000000 Penalty: 6143.838867
	Iteration 15Q: 3 clusters Score -2.903078e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 231246 members 
Entering Unmasked Estep 
Score: -29030916.000000 Penalty: 6143.838867
	Iteration 16Q: 3 clusters Score -2.903092e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 232075 members 
Entering Unmasked Estep 
Score: -29031166.000000 Penalty: 6143.838867
	Iteration 17Q: 3 clusters Score -2.903117e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 232768 members 
Entering Unmasked Estep 
Score: -29031304.000000 Penalty: 6143.838867
	Iteration 18Q: 3 clusters Score -2.90313e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 233348 members 
Entering Unmasked Estep 
Score: -29031318.000000 Penalty: 6143.838867
	Iteration 19Q: 3 clusters Score -2.903132e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 233855 members 
Entering Unmasked Estep 
Score: -29031410.000000 Penalty: 6143.838867
	Iteration 20F: 3 clusters Score -2.903141e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 234314 members 
Entering Unmasked Estep 
Score: -29031386.000000 Penalty: 6143.838867
	Iteration 21Q: 3 clusters Score -2.903139e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 234718 members 
Entering Unmasked Estep 
Score: -29031530.000000 Penalty: 6143.838867
	Iteration 22Q: 3 clusters Score -2.903153e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 235062 members 
Entering Unmasked Estep 
Score: -29031478.000000 Penalty: 6143.838867
	Iteration 23Q: 3 clusters Score -2.903148e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 235379 members 
Entering Unmasked Estep 
Score: -29031530.000000 Penalty: 6143.838867
	Iteration 24Q: 3 clusters Score -2.903153e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 235646 members 
Entering Unmasked Estep 
Score: -29031582.000000 Penalty: 6143.838867
	Iteration 25Q: 3 clusters Score -2.903158e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 235877 members 
Entering Unmasked Estep 
Score: -29031624.000000 Penalty: 6143.838867
	Iteration 26Q: 3 clusters Score -2.903162e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 236089 members 
Entering Unmasked Estep 
Score: -29031598.000000 Penalty: 6143.838867
	Iteration 27Q: 3 clusters Score -2.90316e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 236253 members 
Entering Unmasked Estep 
Score: -29031608.000000 Penalty: 6143.838867
	Iteration 28Q: 3 clusters Score -2.903161e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 236395 members 
Entering Unmasked Estep 
Score: -29031600.000000 Penalty: 6143.838867
	Iteration 29Q: 3 clusters Score -2.90316e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 236519 members 
Entering Unmasked Estep 
Score: -29031618.000000 Penalty: 6143.838867
	Iteration 30Q: 3 clusters Score -2.903162e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 236628 members 
Entering Unmasked Estep 
Score: -29031606.000000 Penalty: 6143.838867
	Iteration 31Q: 3 clusters Score -2.903161e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 236729 members 
Entering Unmasked Estep 
Score: -29031556.000000 Penalty: 6143.838867
	Iteration 32Q: 3 clusters Score -2.903156e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 236828 members 
Entering Unmasked Estep 
Score: -29031564.000000 Penalty: 6143.838867
	Iteration 33Q: 3 clusters Score -2.903156e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 236890 members 
Entering Unmasked Estep 
Score: -29031602.000000 Penalty: 6143.838867
	Iteration 34Q: 3 clusters Score -2.90316e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 236949 members 
Entering Unmasked Estep 
Score: -29031612.000000 Penalty: 6143.838867
	Iteration 35Q: 3 clusters Score -2.903161e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 237002 members 
Entering Unmasked Estep 
Score: -29031614.000000 Penalty: 6143.838867
	Iteration 36Q: 3 clusters Score -2.903161e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 237047 members 
Entering Unmasked Estep 
Score: -29031634.000000 Penalty: 6143.838867
	Iteration 37Q: 3 clusters Score -2.903163e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 237084 members 
Entering Unmasked Estep 
Score: -29031630.000000 Penalty: 6143.838867
	Iteration 38Q: 3 clusters Score -2.903163e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 237121 members 
Entering Unmasked Estep 
Score: -29031636.000000 Penalty: 6143.838867
	Iteration 39Q: 3 clusters Score -2.903164e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 237147 members 
Entering Unmasked Estep 
Score: -29031656.000000 Penalty: 6143.838867
	Iteration 40F: 3 clusters Score -2.903166e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 237173 members 
Entering Unmasked Estep 
Score: -29031624.000000 Penalty: 6143.838867
	Iteration 41Q: 3 clusters Score -2.903162e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 237187 members 
Entering Unmasked Estep 
Score: -29031632.000000 Penalty: 6143.838867
	Iteration 42Q: 3 clusters Score -2.903163e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 237202 members 
Entering Unmasked Estep 
Score: -29031618.000000 Penalty: 6143.838867
	Iteration 43Q: 3 clusters Score -2.903162e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 237215 members 
Entering Unmasked Estep 
Score: -29031634.000000 Penalty: 6143.838867
	Iteration 44Q: 3 clusters Score -2.903163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 237222 members 
Entering Unmasked Estep 
Score: -29031620.000000 Penalty: 6143.838867
	Iteration 45Q: 3 clusters Score -2.903162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 237234 members 
Entering Unmasked Estep 
Score: -29031636.000000 Penalty: 6143.838867
	Iteration 46Q: 3 clusters Score -2.903164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 237243 members 
Entering Unmasked Estep 
Score: -29031616.000000 Penalty: 6143.838867
	Iteration 47Q: 3 clusters Score -2.903162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 237255 members 
Entering Unmasked Estep 
Score: -29031586.000000 Penalty: 6143.838867
	Iteration 48Q: 3 clusters Score -2.903159e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 237270 members 
Entering Unmasked Estep 
Score: -29031582.000000 Penalty: 6143.838867
	Iteration 49Q: 3 clusters Score -2.903158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 237282 members 
Entering Unmasked Estep 
Score: -29031586.000000 Penalty: 6143.838867
	Iteration 50Q: 3 clusters Score -2.903159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 237289 members 
Entering Unmasked Estep 
Score: -29031592.000000 Penalty: 6143.838867
	Iteration 51Q: 3 clusters Score -2.903159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 237296 members 
Entering Unmasked Estep 
Score: -29031588.000000 Penalty: 6143.838867
	Iteration 52Q: 3 clusters Score -2.903159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 237303 members 
Entering Unmasked Estep 
Score: -29031596.000000 Penalty: 6143.838867
	Iteration 53Q: 3 clusters Score -2.90316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 237309 members 
Entering Unmasked Estep 
Score: -29031592.000000 Penalty: 6143.838867
	Iteration 54Q: 3 clusters Score -2.903159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 237315 members 
Entering Unmasked Estep 
Score: -29031592.000000 Penalty: 6143.838867
	Iteration 55Q: 3 clusters Score -2.903159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 237321 members 
Entering Unmasked Estep 
Score: -29031576.000000 Penalty: 6143.838867
	Iteration 56Q: 3 clusters Score -2.903158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 237327 members 
Entering Unmasked Estep 
Score: -29031576.000000 Penalty: 6143.838867
	Iteration 57Q: 3 clusters Score -2.903158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 237330 members 
Entering Unmasked Estep 
Score: -29031590.000000 Penalty: 6143.838867
	Iteration 58Q: 3 clusters Score -2.903159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 237334 members 
Entering Unmasked Estep 
Score: -29031586.000000 Penalty: 6143.838867
	Iteration 59Q: 3 clusters Score -2.903159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 237337 members 
Entering Unmasked Estep 
Score: -29031560.000000 Penalty: 6143.838867
	Iteration 60F: 3 clusters Score -2.903156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 237339 members 
Entering Unmasked Estep 
Score: -29031580.000000 Penalty: 6143.838867
	Iteration 61Q: 3 clusters Score -2.903158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 237339 members 
Entering Unmasked Estep 
Score: -29031580.000000 Penalty: 6143.838867
	Iteration 62F: 3 clusters Score -2.903158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -95907.609375 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -95907.61 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 475 members 
Entering Unmasked Estep 
Score: -94017.585938 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -94017.59 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -94286.640625 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -94286.64 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -94393.804688 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -94393.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94467.992188 Penalty: 3399.236328
	Iteration 3Q: 3 clusters Score -94467.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -94518.726562 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -94518.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94552.601562 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -94552.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -94591.492188 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -94591.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -94631.171875 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -94631.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -94676.929688 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -94676.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -94709.546875 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -94709.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -94748.757812 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -94748.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -94782.859375 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -94782.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -94806.710938 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -94806.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -94839.632812 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -94839.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -94864.304688 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -94864.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -94882.085938 Penalty: 3399.236328
	Iteration 15Q: 3 clusters Score -94882.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -94898.320312 Penalty: 3399.236328
	Iteration 16Q: 3 clusters Score -94898.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -94912.023438 Penalty: 3399.236328
	Iteration 17Q: 3 clusters Score -94912.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -94920.484375 Penalty: 3399.236328
	Iteration 18Q: 3 clusters Score -94920.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -94928.351562 Penalty: 3399.236328
	Iteration 19Q: 3 clusters Score -94928.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -94931.632812 Penalty: 3399.236328
	Iteration 20F: 3 clusters Score -94931.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -94935.390625 Penalty: 3399.236328
	Iteration 21Q: 3 clusters Score -94935.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -94940.164062 Penalty: 3399.236328
	Iteration 22Q: 3 clusters Score -94940.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -94946.140625 Penalty: 3399.236328
	Iteration 23Q: 3 clusters Score -94946.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -94949.148438 Penalty: 3399.236328
	Iteration 24Q: 3 clusters Score -94949.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -94955.531250 Penalty: 3399.236328
	Iteration 25Q: 3 clusters Score -94955.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -94961.851562 Penalty: 3399.236328
	Iteration 26Q: 3 clusters Score -94961.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -94967.140625 Penalty: 3399.236328
	Iteration 27Q: 3 clusters Score -94967.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -94973.390625 Penalty: 3399.236328
	Iteration 28Q: 3 clusters Score -94973.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -94978.875000 Penalty: 3399.236328
	Iteration 29Q: 3 clusters Score -94978.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -94981.804688 Penalty: 3399.236328
	Iteration 30Q: 3 clusters Score -94981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -94987.468750 Penalty: 3399.236328
	Iteration 31Q: 3 clusters Score -94987.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -94991.070312 Penalty: 3399.236328
	Iteration 32Q: 3 clusters Score -94991.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -94992.085938 Penalty: 3399.236328
	Iteration 33Q: 3 clusters Score -94992.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -94992.085938 Penalty: 3399.236328
	Iteration 34F: 3 clusters Score -94992.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Entering Unmasked Estep 
Score: -1243397.000000 Penalty: 2300.386719
	Iteration 0F: 2 clusters Score -1243397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1235243.625000 Penalty: 4600.773438
	Iteration 0F: 3 clusters Score -1235244 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1238030.625000 Penalty: 4600.773438
	Iteration 1F: 3 clusters Score -1238031 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1238802.875000 Penalty: 4600.773438
	Iteration 2F: 3 clusters Score -1238803 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1239583.500000 Penalty: 4600.773438
	Iteration 3F: 3 clusters Score -1239584 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1240323.500000 Penalty: 4600.773438
	Iteration 4F: 3 clusters Score -1240324 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1240969.500000 Penalty: 4600.773438
	Iteration 5F: 3 clusters Score -1240970 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1241436.750000 Penalty: 4600.773438
	Iteration 6F: 3 clusters Score -1241437 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1241713.625000 Penalty: 4600.773438
	Iteration 7Q: 3 clusters Score -1241714 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1241877.750000 Penalty: 4600.773438
	Iteration 8Q: 3 clusters Score -1241878 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1241973.500000 Penalty: 4600.773438
	Iteration 9Q: 3 clusters Score -1241974 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1242035.750000 Penalty: 4600.773438
	Iteration 10Q: 3 clusters Score -1242036 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1242079.375000 Penalty: 4600.773438
	Iteration 11Q: 3 clusters Score -1242079 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1242113.625000 Penalty: 4600.773438
	Iteration 12Q: 3 clusters Score -1242114 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1242138.875000 Penalty: 4600.773438
	Iteration 13Q: 3 clusters Score -1242139 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1242163.750000 Penalty: 4600.773438
	Iteration 14Q: 3 clusters Score -1242164 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1242188.625000 Penalty: 4600.773438
	Iteration 15Q: 3 clusters Score -1242189 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1242213.500000 Penalty: 4600.773438
	Iteration 16Q: 3 clusters Score -1242214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1242232.750000 Penalty: 4600.773438
	Iteration 17Q: 3 clusters Score -1242233 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1242247.750000 Penalty: 4600.773438
	Iteration 18Q: 3 clusters Score -1242248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1242259.625000 Penalty: 4600.773438
	Iteration 19Q: 3 clusters Score -1242260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1242271.625000 Penalty: 4600.773438
	Iteration 20F: 3 clusters Score -1242272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1242286.250000 Penalty: 4600.773438
	Iteration 21Q: 3 clusters Score -1242286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1242298.250000 Penalty: 4600.773438
	Iteration 22Q: 3 clusters Score -1242298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1242308.125000 Penalty: 4600.773438
	Iteration 23Q: 3 clusters Score -1242308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1242318.625000 Penalty: 4600.773438
	Iteration 24Q: 3 clusters Score -1242319 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1242329.500000 Penalty: 4600.773438
	Iteration 25Q: 3 clusters Score -1242330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1242338.500000 Penalty: 4600.773438
	Iteration 26Q: 3 clusters Score -1242338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1242350.875000 Penalty: 4600.773438
	Iteration 27Q: 3 clusters Score -1242351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1242363.500000 Penalty: 4600.773438
	Iteration 28Q: 3 clusters Score -1242364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1242382.375000 Penalty: 4600.773438
	Iteration 29Q: 3 clusters Score -1242382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1242398.000000 Penalty: 4600.773438
	Iteration 30Q: 3 clusters Score -1242398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1242404.375000 Penalty: 4600.773438
	Iteration 31Q: 3 clusters Score -1242404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1242409.875000 Penalty: 4600.773438
	Iteration 32Q: 3 clusters Score -1242410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1242415.750000 Penalty: 4600.773438
	Iteration 33Q: 3 clusters Score -1242416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1242417.875000 Penalty: 4600.773438
	Iteration 34Q: 3 clusters Score -1242418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1242419.375000 Penalty: 4600.773438
	Iteration 35Q: 3 clusters Score -1242419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1242419.625000 Penalty: 4600.773438
	Iteration 36Q: 3 clusters Score -1242420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1242419.125000 Penalty: 4600.773438
	Iteration 37Q: 3 clusters Score -1242419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1242418.625000 Penalty: 4600.773438
	Iteration 38Q: 3 clusters Score -1242419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1242418.625000 Penalty: 4600.773438
	Iteration 39F: 3 clusters Score -1242419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Entering Unmasked Estep 
Score: -286717.687500 Penalty: 1952.179810
	Iteration 0F: 2 clusters Score -286717.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -283702.718750 Penalty: 3904.359619
	Iteration 0F: 3 clusters Score -283702.7 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -284264.812500 Penalty: 3904.359619
	Iteration 1F: 3 clusters Score -284264.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -284441.187500 Penalty: 3904.359619
	Iteration 2F: 3 clusters Score -284441.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -284544.781250 Penalty: 3904.359619
	Iteration 3Q: 3 clusters Score -284544.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -284611.312500 Penalty: 3904.359619
	Iteration 4Q: 3 clusters Score -284611.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -284659.937500 Penalty: 3904.359619
	Iteration 5Q: 3 clusters Score -284659.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -284703.093750 Penalty: 3904.359619
	Iteration 6Q: 3 clusters Score -284703.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -284745.187500 Penalty: 3904.359619
	Iteration 7Q: 3 clusters Score -284745.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -284792.156250 Penalty: 3904.359619
	Iteration 8Q: 3 clusters Score -284792.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -284836.406250 Penalty: 3904.359619
	Iteration 9Q: 3 clusters Score -284836.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -284884.593750 Penalty: 3904.359619
	Iteration 10Q: 3 clusters Score -284884.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -284931.468750 Penalty: 3904.359619
	Iteration 11Q: 3 clusters Score -284931.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -284965.906250 Penalty: 3904.359619
	Iteration 12Q: 3 clusters Score -284965.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -284995.625000 Penalty: 3904.359619
	Iteration 13Q: 3 clusters Score -284995.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -285022.187500 Penalty: 3904.359619
	Iteration 14Q: 3 clusters Score -285022.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -285038.906250 Penalty: 3904.359619
	Iteration 15Q: 3 clusters Score -285038.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -285049.843750 Penalty: 3904.359619
	Iteration 16Q: 3 clusters Score -285049.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -285058.187500 Penalty: 3904.359619
	Iteration 17Q: 3 clusters Score -285058.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -285066.250000 Penalty: 3904.359619
	Iteration 18Q: 3 clusters Score -285066.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -285075.031250 Penalty: 3904.359619
	Iteration 19Q: 3 clusters Score -285075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -285083.687500 Penalty: 3904.359619
	Iteration 20F: 3 clusters Score -285083.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -285094.812500 Penalty: 3904.359619
	Iteration 21Q: 3 clusters Score -285094.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -285108.125000 Penalty: 3904.359619
	Iteration 22Q: 3 clusters Score -285108.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -285119.406250 Penalty: 3904.359619
	Iteration 23Q: 3 clusters Score -285119.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -285125.281250 Penalty: 3904.359619
	Iteration 24Q: 3 clusters Score -285125.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -285133.187500 Penalty: 3904.359619
	Iteration 25Q: 3 clusters Score -285133.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -285143.406250 Penalty: 3904.359619
	Iteration 26Q: 3 clusters Score -285143.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -285153.093750 Penalty: 3904.359619
	Iteration 27Q: 3 clusters Score -285153.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -285162.781250 Penalty: 3904.359619
	Iteration 28Q: 3 clusters Score -285162.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -285170.875000 Penalty: 3904.359619
	Iteration 29Q: 3 clusters Score -285170.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -285179.031250 Penalty: 3904.359619
	Iteration 30Q: 3 clusters Score -285179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -285187.500000 Penalty: 3904.359619
	Iteration 31Q: 3 clusters Score -285187.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -285195.656250 Penalty: 3904.359619
	Iteration 32Q: 3 clusters Score -285195.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -285203.781250 Penalty: 3904.359619
	Iteration 33Q: 3 clusters Score -285203.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -285212.343750 Penalty: 3904.359619
	Iteration 34Q: 3 clusters Score -285212.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -285221.218750 Penalty: 3904.359619
	Iteration 35Q: 3 clusters Score -285221.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -285232.500000 Penalty: 3904.359619
	Iteration 36Q: 3 clusters Score -285232.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -285243.156250 Penalty: 3904.359619
	Iteration 37Q: 3 clusters Score -285243.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -285250.343750 Penalty: 3904.359619
	Iteration 38Q: 3 clusters Score -285250.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -285256.625000 Penalty: 3904.359619
	Iteration 39Q: 3 clusters Score -285256.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -285260.218750 Penalty: 3904.359619
	Iteration 40F: 3 clusters Score -285260.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -285261.531250 Penalty: 3904.359619
	Iteration 41Q: 3 clusters Score -285261.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -285263.593750 Penalty: 3904.359619
	Iteration 42Q: 3 clusters Score -285263.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -285264.218750 Penalty: 3904.359619
	Iteration 43Q: 3 clusters Score -285264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -285264.218750 Penalty: 3904.359619
	Iteration 44F: 3 clusters Score -285264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 83961 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25307 members 
Mstep: Class 6 contains 214672 members 
Mstep: Class 7 contains 65803 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8864 members 
Mstep: Class 12 contains 208809 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 239611 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10676 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299080.000000 Penalty: 57676.941406
Iteration 239Q: 18 clusters Score -1.042991e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 83993 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25312 members 
Mstep: Class 6 contains 214675 members 
Mstep: Class 7 contains 65803 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8867 members 
Mstep: Class 12 contains 208807 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 239567 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10680 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299128.000000 Penalty: 57676.941406
Iteration 240F: 18 clusters Score -1.042991e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 84026 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25317 members 
Mstep: Class 6 contains 214671 members 
Mstep: Class 7 contains 65810 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8869 members 
Mstep: Class 12 contains 208814 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 239509 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10688 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299200.000000 Penalty: 57676.941406
Iteration 241Q: 18 clusters Score -1.042992e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 84073 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25323 members 
Mstep: Class 6 contains 214659 members 
Mstep: Class 7 contains 65805 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8870 members 
Mstep: Class 12 contains 208830 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 239450 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10694 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299080.000000 Penalty: 57676.941406
Iteration 242Q: 18 clusters Score -1.042991e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 84112 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25329 members 
Mstep: Class 6 contains 214644 members 
Mstep: Class 7 contains 65803 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8872 members 
Mstep: Class 12 contains 208846 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 239399 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10699 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299088.000000 Penalty: 57676.941406
Iteration 243Q: 18 clusters Score -1.042991e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 84149 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25331 members 
Mstep: Class 6 contains 214649 members 
Mstep: Class 7 contains 65802 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8872 members 
Mstep: Class 12 contains 208867 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 239329 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10705 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299104.000000 Penalty: 57676.941406
Iteration 244Q: 18 clusters Score -1.042991e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 84190 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25332 members 
Mstep: Class 6 contains 214644 members 
Mstep: Class 7 contains 65801 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8877 members 
Mstep: Class 12 contains 208898 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 239254 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10708 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299104.000000 Penalty: 57676.941406
Iteration 245Q: 18 clusters Score -1.042991e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 84238 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25334 members 
Mstep: Class 6 contains 214649 members 
Mstep: Class 7 contains 65802 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8885 members 
Mstep: Class 12 contains 208923 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 239159 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10713 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299032.000000 Penalty: 57676.941406
Iteration 246Q: 18 clusters Score -1.04299e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 84283 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25336 members 
Mstep: Class 6 contains 214660 members 
Mstep: Class 7 contains 65804 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8895 members 
Mstep: Class 12 contains 208950 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 239051 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10722 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299024.000000 Penalty: 57676.941406
Iteration 247Q: 18 clusters Score -1.04299e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 84318 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25343 members 
Mstep: Class 6 contains 214675 members 
Mstep: Class 7 contains 65804 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8901 members 
Mstep: Class 12 contains 208963 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 238966 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10732 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299072.000000 Penalty: 57676.941406
Iteration 248Q: 18 clusters Score -1.042991e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 84349 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25348 members 
Mstep: Class 6 contains 214683 members 
Mstep: Class 7 contains 65805 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8903 members 
Mstep: Class 12 contains 208982 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 238892 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10743 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299128.000000 Penalty: 57676.941406
Iteration 249Q: 18 clusters Score -1.042991e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 84375 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25350 members 
Mstep: Class 6 contains 214681 members 
Mstep: Class 7 contains 65806 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8910 members 
Mstep: Class 12 contains 208997 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 238827 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10760 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299056.000000 Penalty: 57676.941406
Iteration 250Q: 18 clusters Score -1.042991e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 84410 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25355 members 
Mstep: Class 6 contains 214664 members 
Mstep: Class 7 contains 65808 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8915 members 
Mstep: Class 12 contains 209021 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 238754 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10779 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298928.000000 Penalty: 57676.941406
Iteration 251Q: 18 clusters Score -1.042989e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 84453 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25359 members 
Mstep: Class 6 contains 214652 members 
Mstep: Class 7 contains 65810 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8924 members 
Mstep: Class 12 contains 209023 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 238683 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10803 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299080.000000 Penalty: 57676.941406
Iteration 252Q: 18 clusters Score -1.042991e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 84490 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25365 members 
Mstep: Class 6 contains 214626 members 
Mstep: Class 7 contains 65810 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8927 members 
Mstep: Class 12 contains 209041 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 238626 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10822 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299048.000000 Penalty: 57676.941406
Iteration 253Q: 18 clusters Score -1.04299e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 84514 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25367 members 
Mstep: Class 6 contains 214617 members 
Mstep: Class 7 contains 65813 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8933 members 
Mstep: Class 12 contains 209045 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 238571 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10847 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299000.000000 Penalty: 57676.941406
Iteration 254Q: 18 clusters Score -1.04299e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 84534 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25374 members 
Mstep: Class 6 contains 214612 members 
Mstep: Class 7 contains 65815 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8940 members 
Mstep: Class 12 contains 209045 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 238523 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10864 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299032.000000 Penalty: 57676.941406
Iteration 255Q: 18 clusters Score -1.04299e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 84542 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25384 members 
Mstep: Class 6 contains 214601 members 
Mstep: Class 7 contains 65820 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8945 members 
Mstep: Class 12 contains 209037 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 238493 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10885 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299072.000000 Penalty: 57676.941406
Iteration 256Q: 18 clusters Score -1.042991e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 84567 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25384 members 
Mstep: Class 6 contains 214605 members 
Mstep: Class 7 contains 65822 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8949 members 
Mstep: Class 12 contains 209020 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 238455 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10905 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299112.000000 Penalty: 57676.941406
Iteration 257Q: 18 clusters Score -1.042991e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 84592 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25390 members 
Mstep: Class 6 contains 214597 members 
Mstep: Class 7 contains 65822 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 209014 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 238419 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10923 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299040.000000 Penalty: 57676.941406
Iteration 258Q: 18 clusters Score -1.04299e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 84609 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25397 members 
Mstep: Class 6 contains 214567 members 
Mstep: Class 7 contains 65825 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 209020 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 238392 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10948 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299056.000000 Penalty: 57676.941406
Iteration 259Q: 18 clusters Score -1.042991e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 84640 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25399 members 
Mstep: Class 6 contains 214551 members 
Mstep: Class 7 contains 65823 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8948 members 
Mstep: Class 12 contains 209021 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 238358 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10967 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299168.000000 Penalty: 57676.941406
Iteration 260F: 18 clusters Score -1.042992e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 84689 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25399 members 
Mstep: Class 6 contains 214550 members 
Mstep: Class 7 contains 65821 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8947 members 
Mstep: Class 12 contains 209026 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 238291 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 10984 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299184.000000 Penalty: 57676.941406
Iteration 261Q: 18 clusters Score -1.042992e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 84744 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25400 members 
Mstep: Class 6 contains 214541 members 
Mstep: Class 7 contains 65820 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8946 members 
Mstep: Class 12 contains 209030 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 238225 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11001 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299128.000000 Penalty: 57676.941406
Iteration 262Q: 18 clusters Score -1.042991e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 84802 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25400 members 
Mstep: Class 6 contains 214528 members 
Mstep: Class 7 contains 65819 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8945 members 
Mstep: Class 12 contains 209032 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 238168 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11013 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299120.000000 Penalty: 57676.941406
Iteration 263Q: 18 clusters Score -1.042991e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 84849 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25401 members 
Mstep: Class 6 contains 214515 members 
Mstep: Class 7 contains 65817 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 209013 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 238133 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11029 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299096.000000 Penalty: 57676.941406
Iteration 264Q: 18 clusters Score -1.042991e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 84896 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25407 members 
Mstep: Class 6 contains 214512 members 
Mstep: Class 7 contains 65817 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8955 members 
Mstep: Class 12 contains 209002 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 238073 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11044 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299184.000000 Penalty: 57676.941406
Iteration 265Q: 18 clusters Score -1.042992e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 84947 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25410 members 
Mstep: Class 6 contains 214507 members 
Mstep: Class 7 contains 65819 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8957 members 
Mstep: Class 12 contains 208987 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 238026 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11053 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299080.000000 Penalty: 57676.941406
Iteration 266Q: 18 clusters Score -1.042991e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 84988 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25410 members 
Mstep: Class 6 contains 214498 members 
Mstep: Class 7 contains 65818 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8958 members 
Mstep: Class 12 contains 208981 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 237990 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299080.000000 Penalty: 57676.941406
Iteration 267Q: 18 clusters Score -1.042991e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 85002 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25409 members 
Mstep: Class 6 contains 214504 members 
Mstep: Class 7 contains 65819 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8958 members 
Mstep: Class 12 contains 208979 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 237949 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11088 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299128.000000 Penalty: 57676.941406
Iteration 268Q: 18 clusters Score -1.042991e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 85025 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25407 members 
Mstep: Class 6 contains 214496 members 
Mstep: Class 7 contains 65822 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 208963 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 237924 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11108 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299216.000000 Penalty: 57676.941406
Iteration 269Q: 18 clusters Score -1.042992e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 85062 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25408 members 
Mstep: Class 6 contains 214495 members 
Mstep: Class 7 contains 65822 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8969 members 
Mstep: Class 12 contains 208950 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 237885 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11117 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299272.000000 Penalty: 57676.941406
Iteration 270Q: 18 clusters Score -1.042993e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 85101 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25407 members 
Mstep: Class 6 contains 214491 members 
Mstep: Class 7 contains 65825 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8973 members 
Mstep: Class 12 contains 208939 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 237844 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11128 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299192.000000 Penalty: 57676.941406
Iteration 271Q: 18 clusters Score -1.042992e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 85147 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25411 members 
Mstep: Class 6 contains 214486 members 
Mstep: Class 7 contains 65824 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8980 members 
Mstep: Class 12 contains 208931 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 237788 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11141 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299288.000000 Penalty: 57676.941406
Iteration 272Q: 18 clusters Score -1.042993e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 85209 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25408 members 
Mstep: Class 6 contains 214488 members 
Mstep: Class 7 contains 65825 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8978 members 
Mstep: Class 12 contains 208937 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 237706 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11157 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299208.000000 Penalty: 57676.941406
Iteration 273Q: 18 clusters Score -1.042992e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 85251 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25406 members 
Mstep: Class 6 contains 214499 members 
Mstep: Class 7 contains 65825 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8980 members 
Mstep: Class 12 contains 208930 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 237639 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11179 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299176.000000 Penalty: 57676.941406
Iteration 274Q: 18 clusters Score -1.042992e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 85285 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25410 members 
Mstep: Class 6 contains 214499 members 
Mstep: Class 7 contains 65827 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8980 members 
Mstep: Class 12 contains 208939 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 237565 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11204 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299152.000000 Penalty: 57676.941406
Iteration 275Q: 18 clusters Score -1.042992e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 85351 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25411 members 
Mstep: Class 6 contains 214493 members 
Mstep: Class 7 contains 65829 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8981 members 
Mstep: Class 12 contains 208937 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 237486 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11221 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299128.000000 Penalty: 57676.941406
Iteration 276Q: 18 clusters Score -1.042991e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 85401 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25415 members 
Mstep: Class 6 contains 214499 members 
Mstep: Class 7 contains 65831 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8981 members 
Mstep: Class 12 contains 208926 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 237415 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11241 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299128.000000 Penalty: 57676.941406
Iteration 277Q: 18 clusters Score -1.042991e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 85456 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25419 members 
Mstep: Class 6 contains 214493 members 
Mstep: Class 7 contains 65834 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8983 members 
Mstep: Class 12 contains 208917 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 237352 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11254 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299072.000000 Penalty: 57676.941406
Iteration 278Q: 18 clusters Score -1.042991e+08 nChanged 178
Entering ConstructFrom: 
Score: -104299072.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (4465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Entering Unmasked Estep 
Score: -508073.250000 Penalty: 2084.197998
	Iteration 0F: 2 clusters Score -508073.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -503874.687500 Penalty: 4168.395996
	Iteration 0F: 3 clusters Score -503874.7 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -504926.031250 Penalty: 4168.395996
	Iteration 1F: 3 clusters Score -504926 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -505217.125000 Penalty: 4168.395996
	Iteration 2F: 3 clusters Score -505217.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -505400.250000 Penalty: 4168.395996
	Iteration 3F: 3 clusters Score -505400.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -505523.656250 Penalty: 4168.395996
	Iteration 4Q: 3 clusters Score -505523.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -505618.375000 Penalty: 4168.395996
	Iteration 5Q: 3 clusters Score -505618.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -505678.437500 Penalty: 4168.395996
	Iteration 6Q: 3 clusters Score -505678.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -505712.687500 Penalty: 4168.395996
	Iteration 7Q: 3 clusters Score -505712.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -505738.781250 Penalty: 4168.395996
	Iteration 8Q: 3 clusters Score -505738.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -505759.531250 Penalty: 4168.395996
	Iteration 9Q: 3 clusters Score -505759.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -505774.593750 Penalty: 4168.395996
	Iteration 10Q: 3 clusters Score -505774.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -505788.281250 Penalty: 4168.395996
	Iteration 11Q: 3 clusters Score -505788.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -505796.406250 Penalty: 4168.395996
	Iteration 12Q: 3 clusters Score -505796.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -505805.906250 Penalty: 4168.395996
	Iteration 13Q: 3 clusters Score -505805.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -505814.312500 Penalty: 4168.395996
	Iteration 14Q: 3 clusters Score -505814.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -505824.250000 Penalty: 4168.395996
	Iteration 15Q: 3 clusters Score -505824.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -505836.062500 Penalty: 4168.395996
	Iteration 16Q: 3 clusters Score -505836.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -505851.343750 Penalty: 4168.395996
	Iteration 17Q: 3 clusters Score -505851.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -505863.093750 Penalty: 4168.395996
	Iteration 18Q: 3 clusters Score -505863.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -505876.968750 Penalty: 4168.395996
	Iteration 19Q: 3 clusters Score -505877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -505888.718750 Penalty: 4168.395996
	Iteration 20F: 3 clusters Score -505888.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -505899.875000 Penalty: 4168.395996
	Iteration 21Q: 3 clusters Score -505899.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -505911.500000 Penalty: 4168.395996
	Iteration 22Q: 3 clusters Score -505911.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -505920.750000 Penalty: 4168.395996
	Iteration 23Q: 3 clusters Score -505920.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -505928.062500 Penalty: 4168.395996
	Iteration 24Q: 3 clusters Score -505928.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -505933.531250 Penalty: 4168.395996
	Iteration 25Q: 3 clusters Score -505933.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -505941.312500 Penalty: 4168.395996
	Iteration 26Q: 3 clusters Score -505941.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -505945.781250 Penalty: 4168.395996
	Iteration 27Q: 3 clusters Score -505945.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -505950.656250 Penalty: 4168.395996
	Iteration 28Q: 3 clusters Score -505950.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -505957.812500 Penalty: 4168.395996
	Iteration 29Q: 3 clusters Score -505957.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -505962.750000 Penalty: 4168.395996
	Iteration 30Q: 3 clusters Score -505962.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -505967.843750 Penalty: 4168.395996
	Iteration 31Q: 3 clusters Score -505967.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -505973.937500 Penalty: 4168.395996
	Iteration 32Q: 3 clusters Score -505973.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -505978.218750 Penalty: 4168.395996
	Iteration 33Q: 3 clusters Score -505978.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -505980.906250 Penalty: 4168.395996
	Iteration 34Q: 3 clusters Score -505980.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -505983.843750 Penalty: 4168.395996
	Iteration 35Q: 3 clusters Score -505983.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -505987.250000 Penalty: 4168.395996
	Iteration 36Q: 3 clusters Score -505987.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -505989.718750 Penalty: 4168.395996
	Iteration 37Q: 3 clusters Score -505989.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -505991.593750 Penalty: 4168.395996
	Iteration 38Q: 3 clusters Score -505991.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -505993.156250 Penalty: 4168.395996
	Iteration 39Q: 3 clusters Score -505993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -505994.906250 Penalty: 4168.395996
	Iteration 40F: 3 clusters Score -505994.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -505997.687500 Penalty: 4168.395996
	Iteration 41Q: 3 clusters Score -505997.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -505998.750000 Penalty: 4168.395996
	Iteration 42Q: 3 clusters Score -505998.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -506000.687500 Penalty: 4168.395996
	Iteration 43Q: 3 clusters Score -506000.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -506000.968750 Penalty: 4168.395996
	Iteration 44Q: 3 clusters Score -506001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -506002.718750 Penalty: 4168.395996
	Iteration 45Q: 3 clusters Score -506002.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -506003.312500 Penalty: 4168.395996
	Iteration 46Q: 3 clusters Score -506003.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -506003.687500 Penalty: 4168.395996
	Iteration 47Q: 3 clusters Score -506003.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -506003.968750 Penalty: 4168.395996
	Iteration 48Q: 3 clusters Score -506004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -506004.531250 Penalty: 4168.395996
	Iteration 49Q: 3 clusters Score -506004.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -506005.343750 Penalty: 4168.395996
	Iteration 50Q: 3 clusters Score -506005.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -506005.250000 Penalty: 4168.395996
	Iteration 51Q: 3 clusters Score -506005.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -506005.250000 Penalty: 4168.395996
	Iteration 52F: 3 clusters Score -506005.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (85511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85511 members 
Entering Unmasked Estep 
Score: -10193854.000000 Penalty: 2816.387207
	Iteration 0F: 2 clusters Score -1.019385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -10136690.000000 Penalty: 5632.774414
	Iteration 0F: 3 clusters Score -1.013669e+07 nChanged 40194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -10159391.000000 Penalty: 5632.774414
	Iteration 1F: 3 clusters Score -1.015939e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -10159970.000000 Penalty: 5632.774414
	Iteration 2Q: 3 clusters Score -1.015997e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -10160818.000000 Penalty: 5632.774414
	Iteration 3Q: 3 clusters Score -1.016082e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -10162119.000000 Penalty: 5632.774414
	Iteration 4Q: 3 clusters Score -1.016212e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -10164524.000000 Penalty: 5632.774414
	Iteration 5F: 3 clusters Score -1.016452e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -10168702.000000 Penalty: 5632.774414
	Iteration 6F: 3 clusters Score -1.01687e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 68704 members 
Entering Unmasked Estep 
Score: -10174898.000000 Penalty: 5632.774414
	Iteration 7F: 3 clusters Score -1.01749e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 75999 members 
Entering Unmasked Estep 
Score: -10181933.000000 Penalty: 5632.774414
	Iteration 8F: 3 clusters Score -1.018193e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -10187424.000000 Penalty: 5632.774414
	Iteration 9F: 3 clusters Score -1.018742e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 84013 members 
Entering Unmasked Estep 
Score: -10190118.000000 Penalty: 5632.774414
	Iteration 10Q: 3 clusters Score -1.019012e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 84901 members 
Entering Unmasked Estep 
Score: -10190932.000000 Penalty: 5632.774414
	Iteration 11Q: 3 clusters Score -1.019093e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 85136 members 
Entering Unmasked Estep 
Score: -10191209.000000 Penalty: 5632.774414
	Iteration 12Q: 3 clusters Score -1.019121e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 85201 members 
Entering Unmasked Estep 
Score: -10191300.000000 Penalty: 5632.774414
	Iteration 13Q: 3 clusters Score -1.01913e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 85221 members 
Entering Unmasked Estep 
Score: -10191345.000000 Penalty: 5632.774414
	Iteration 14Q: 3 clusters Score -1.019134e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 85229 members 
Entering Unmasked Estep 
Score: -10191367.000000 Penalty: 5632.774414
	Iteration 15Q: 3 clusters Score -1.019137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 85234 members 
Entering Unmasked Estep 
Score: -10191376.000000 Penalty: 5632.774414
	Iteration 16Q: 3 clusters Score -1.019138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 85240 members 
Entering Unmasked Estep 
Score: -10191380.000000 Penalty: 5632.774414
	Iteration 17Q: 3 clusters Score -1.019138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -10191399.000000 Penalty: 5632.774414
	Iteration 18Q: 3 clusters Score -1.01914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 85244 members 
Entering Unmasked Estep 
Score: -10191411.000000 Penalty: 5632.774414
	Iteration 19Q: 3 clusters Score -1.019141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 85241 members 
Entering Unmasked Estep 
Score: -10191418.000000 Penalty: 5632.774414
	Iteration 20F: 3 clusters Score -1.019142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 85240 members 
Entering Unmasked Estep 
Score: -10191418.000000 Penalty: 5632.774414
	Iteration 21Q: 3 clusters Score -1.019142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 85241 members 
Entering Unmasked Estep 
Score: -10191421.000000 Penalty: 5632.774414
	Iteration 22Q: 3 clusters Score -1.019142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 85242 members 
Entering Unmasked Estep 
Score: -10191423.000000 Penalty: 5632.774414
	Iteration 23Q: 3 clusters Score -1.019142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 85244 members 
Entering Unmasked Estep 
Score: -10191418.000000 Penalty: 5632.774414
	Iteration 24Q: 3 clusters Score -1.019142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 85244 members 
Entering Unmasked Estep 
Score: -10191418.000000 Penalty: 5632.774414
	Iteration 25F: 3 clusters Score -1.019142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -56436.894531 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -56436.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54867.976562 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -54867.98 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55108.945312 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -55108.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55202.851562 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -55202.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55281.660156 Penalty: 3150.904053
	Iteration 3Q: 3 clusters Score -55281.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55346.847656 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -55346.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55417.593750 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -55417.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55459.425781 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -55459.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55508.687500 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -55508.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55516.722656 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -55516.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55520.117188 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -55520.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55521.257812 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -55521.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55521.257812 Penalty: 3150.904053
	Iteration 11F: 3 clusters Score -55521.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Entering Unmasked Estep 
Score: -204325.218750 Penalty: 1870.600464
	Iteration 0F: 2 clusters Score -204325.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -201775.687500 Penalty: 3741.200928
	Iteration 0F: 3 clusters Score -201775.7 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -202230.125000 Penalty: 3741.200928
	Iteration 1F: 3 clusters Score -202230.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -202346.531250 Penalty: 3741.200928
	Iteration 2F: 3 clusters Score -202346.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -202405.062500 Penalty: 3741.200928
	Iteration 3Q: 3 clusters Score -202405.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -202434.156250 Penalty: 3741.200928
	Iteration 4Q: 3 clusters Score -202434.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -202456.328125 Penalty: 3741.200928
	Iteration 5Q: 3 clusters Score -202456.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -202473.921875 Penalty: 3741.200928
	Iteration 6Q: 3 clusters Score -202473.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -202487.562500 Penalty: 3741.200928
	Iteration 7Q: 3 clusters Score -202487.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -202503.562500 Penalty: 3741.200928
	Iteration 8Q: 3 clusters Score -202503.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -202519.656250 Penalty: 3741.200928
	Iteration 9Q: 3 clusters Score -202519.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -202526.250000 Penalty: 3741.200928
	Iteration 10Q: 3 clusters Score -202526.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -202533.796875 Penalty: 3741.200928
	Iteration 11Q: 3 clusters Score -202533.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -202542.734375 Penalty: 3741.200928
	Iteration 12Q: 3 clusters Score -202542.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -202550.312500 Penalty: 3741.200928
	Iteration 13Q: 3 clusters Score -202550.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -202558.062500 Penalty: 3741.200928
	Iteration 14Q: 3 clusters Score -202558.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -202567.281250 Penalty: 3741.200928
	Iteration 15Q: 3 clusters Score -202567.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -202581.843750 Penalty: 3741.200928
	Iteration 16Q: 3 clusters Score -202581.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -202597.968750 Penalty: 3741.200928
	Iteration 17Q: 3 clusters Score -202598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -202611.609375 Penalty: 3741.200928
	Iteration 18Q: 3 clusters Score -202611.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -202624.109375 Penalty: 3741.200928
	Iteration 19Q: 3 clusters Score -202624.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -202631.296875 Penalty: 3741.200928
	Iteration 20F: 3 clusters Score -202631.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -202640.296875 Penalty: 3741.200928
	Iteration 21Q: 3 clusters Score -202640.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -202651.234375 Penalty: 3741.200928
	Iteration 22Q: 3 clusters Score -202651.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -202667.671875 Penalty: 3741.200928
	Iteration 23Q: 3 clusters Score -202667.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -202684.484375 Penalty: 3741.200928
	Iteration 24Q: 3 clusters Score -202684.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -202699.140625 Penalty: 3741.200928
	Iteration 25Q: 3 clusters Score -202699.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -202711.875000 Penalty: 3741.200928
	Iteration 26Q: 3 clusters Score -202711.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -202720.625000 Penalty: 3741.200928
	Iteration 27Q: 3 clusters Score -202720.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -202730.546875 Penalty: 3741.200928
	Iteration 28Q: 3 clusters Score -202730.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -202739.656250 Penalty: 3741.200928
	Iteration 29Q: 3 clusters Score -202739.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -202745.609375 Penalty: 3741.200928
	Iteration 30Q: 3 clusters Score -202745.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -202754.656250 Penalty: 3741.200928
	Iteration 31Q: 3 clusters Score -202754.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -202760.000000 Penalty: 3741.200928
	Iteration 32Q: 3 clusters Score -202760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -202762.765625 Penalty: 3741.200928
	Iteration 33Q: 3 clusters Score -202762.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -202768.171875 Penalty: 3741.200928
	Iteration 34Q: 3 clusters Score -202768.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -202771.718750 Penalty: 3741.200928
	Iteration 35Q: 3 clusters Score -202771.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -202773.421875 Penalty: 3741.200928
	Iteration 36Q: 3 clusters Score -202773.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -202775.406250 Penalty: 3741.200928
	Iteration 37Q: 3 clusters Score -202775.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -202778.671875 Penalty: 3741.200928
	Iteration 38Q: 3 clusters Score -202778.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -202781.640625 Penalty: 3741.200928
	Iteration 39Q: 3 clusters Score -202781.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -202794.140625 Penalty: 3741.200928
	Iteration 40F: 3 clusters Score -202794.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -202811.500000 Penalty: 3741.200928
	Iteration 41Q: 3 clusters Score -202811.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -202843.046875 Penalty: 3741.200928
	Iteration 42Q: 3 clusters Score -202843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -202866.546875 Penalty: 3741.200928
	Iteration 43Q: 3 clusters Score -202866.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -202885.000000 Penalty: 3741.200928
	Iteration 44Q: 3 clusters Score -202885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -202898.437500 Penalty: 3741.200928
	Iteration 45Q: 3 clusters Score -202898.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -202911.750000 Penalty: 3741.200928
	Iteration 46Q: 3 clusters Score -202911.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -202925.390625 Penalty: 3741.200928
	Iteration 47Q: 3 clusters Score -202925.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -202931.421875 Penalty: 3741.200928
	Iteration 48Q: 3 clusters Score -202931.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -202941.515625 Penalty: 3741.200928
	Iteration 49Q: 3 clusters Score -202941.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -202951.156250 Penalty: 3741.200928
	Iteration 50Q: 3 clusters Score -202951.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -202957.687500 Penalty: 3741.200928
	Iteration 51Q: 3 clusters Score -202957.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -202962.359375 Penalty: 3741.200928
	Iteration 52Q: 3 clusters Score -202962.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -202965.625000 Penalty: 3741.200928
	Iteration 53Q: 3 clusters Score -202965.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -202973.359375 Penalty: 3741.200928
	Iteration 54Q: 3 clusters Score -202973.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -202981.218750 Penalty: 3741.200928
	Iteration 55Q: 3 clusters Score -202981.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -202987.265625 Penalty: 3741.200928
	Iteration 56Q: 3 clusters Score -202987.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -202991.203125 Penalty: 3741.200928
	Iteration 57Q: 3 clusters Score -202991.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -202993.906250 Penalty: 3741.200928
	Iteration 58Q: 3 clusters Score -202993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -202997.000000 Penalty: 3741.200928
	Iteration 59Q: 3 clusters Score -202997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -203000.062500 Penalty: 3741.200928
	Iteration 60F: 3 clusters Score -203000.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -203002.109375 Penalty: 3741.200928
	Iteration 61Q: 3 clusters Score -203002.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -203005.390625 Penalty: 3741.200928
	Iteration 62Q: 3 clusters Score -203005.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -203008.343750 Penalty: 3741.200928
	Iteration 63Q: 3 clusters Score -203008.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -203009.593750 Penalty: 3741.200928
	Iteration 64Q: 3 clusters Score -203009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -203009.593750 Penalty: 3741.200928
	Iteration 65F: 3 clusters Score -203009.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Entering Unmasked Estep 
Score: -3124745.500000 Penalty: 2515.516846
	Iteration 0F: 2 clusters Score -3124746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3107210.500000 Penalty: 5031.033691
	Iteration 0F: 3 clusters Score -3107210 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3113526.500000 Penalty: 5031.033691
	Iteration 1F: 3 clusters Score -3113526 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -3114015.500000 Penalty: 5031.033691
	Iteration 2Q: 3 clusters Score -3114016 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3114482.750000 Penalty: 5031.033691
	Iteration 3Q: 3 clusters Score -3114483 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3115011.250000 Penalty: 5031.033691
	Iteration 4Q: 3 clusters Score -3115011 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3115600.750000 Penalty: 5031.033691
	Iteration 5Q: 3 clusters Score -3115601 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -3116280.750000 Penalty: 5031.033691
	Iteration 6Q: 3 clusters Score -3116281 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3117174.500000 Penalty: 5031.033691
	Iteration 7F: 3 clusters Score -3117174 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3118333.500000 Penalty: 5031.033691
	Iteration 8F: 3 clusters Score -3118334 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3119474.250000 Penalty: 5031.033691
	Iteration 9F: 3 clusters Score -3119474 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -3120202.500000 Penalty: 5031.033691
	Iteration 10Q: 3 clusters Score -3120202 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -3120582.000000 Penalty: 5031.033691
	Iteration 11Q: 3 clusters Score -3120582 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -3120767.000000 Penalty: 5031.033691
	Iteration 12Q: 3 clusters Score -3120767 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3120908.750000 Penalty: 5031.033691
	Iteration 13Q: 3 clusters Score -3120909 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3121057.750000 Penalty: 5031.033691
	Iteration 14Q: 3 clusters Score -3121058 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -3121160.750000 Penalty: 5031.033691
	Iteration 15Q: 3 clusters Score -3121161 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3121270.750000 Penalty: 5031.033691
	Iteration 16Q: 3 clusters Score -3121271 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -3121370.500000 Penalty: 5031.033691
	Iteration 17Q: 3 clusters Score -3121370 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3121438.000000 Penalty: 5031.033691
	Iteration 18Q: 3 clusters Score -3121438 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3121504.750000 Penalty: 5031.033691
	Iteration 19Q: 3 clusters Score -3121505 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3121562.750000 Penalty: 5031.033691
	Iteration 20F: 3 clusters Score -3121563 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3121608.000000 Penalty: 5031.033691
	Iteration 21Q: 3 clusters Score -3121608 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3121649.000000 Penalty: 5031.033691
	Iteration 22Q: 3 clusters Score -3121649 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -3121690.750000 Penalty: 5031.033691
	Iteration 23Q: 3 clusters Score -3121691 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -3121733.250000 Penalty: 5031.033691
	Iteration 24Q: 3 clusters Score -3121733 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3121779.250000 Penalty: 5031.033691
	Iteration 25Q: 3 clusters Score -3121779 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -3121810.500000 Penalty: 5031.033691
	Iteration 26Q: 3 clusters Score -3121810 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -3121846.000000 Penalty: 5031.033691
	Iteration 27Q: 3 clusters Score -3121846 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -3121859.000000 Penalty: 5031.033691
	Iteration 28Q: 3 clusters Score -3121859 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -3121890.500000 Penalty: 5031.033691
	Iteration 29Q: 3 clusters Score -3121890 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3121917.000000 Penalty: 5031.033691
	Iteration 30Q: 3 clusters Score -3121917 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3121949.250000 Penalty: 5031.033691
	Iteration 31Q: 3 clusters Score -3121949 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3121965.250000 Penalty: 5031.033691
	Iteration 32Q: 3 clusters Score -3121965 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -3121984.000000 Penalty: 5031.033691
	Iteration 33Q: 3 clusters Score -3121984 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -3122001.250000 Penalty: 5031.033691
	Iteration 34Q: 3 clusters Score -3122001 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -3122023.500000 Penalty: 5031.033691
	Iteration 35Q: 3 clusters Score -3122024 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -3122048.750000 Penalty: 5031.033691
	Iteration 36Q: 3 clusters Score -3122049 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -3122073.250000 Penalty: 5031.033691
	Iteration 37Q: 3 clusters Score -3122073 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -3122095.500000 Penalty: 5031.033691
	Iteration 38Q: 3 clusters Score -3122096 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -3122116.250000 Penalty: 5031.033691
	Iteration 39Q: 3 clusters Score -3122116 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3122131.500000 Penalty: 5031.033691
	Iteration 40F: 3 clusters Score -3122132 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -3122144.750000 Penalty: 5031.033691
	Iteration 41Q: 3 clusters Score -3122145 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -3122170.000000 Penalty: 5031.033691
	Iteration 42Q: 3 clusters Score -3122170 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -3122196.500000 Penalty: 5031.033691
	Iteration 43Q: 3 clusters Score -3122196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -3122215.750000 Penalty: 5031.033691
	Iteration 44Q: 3 clusters Score -3122216 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -3122240.250000 Penalty: 5031.033691
	Iteration 45Q: 3 clusters Score -3122240 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -3122255.000000 Penalty: 5031.033691
	Iteration 46Q: 3 clusters Score -3122255 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -3122272.750000 Penalty: 5031.033691
	Iteration 47Q: 3 clusters Score -3122273 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -3122303.500000 Penalty: 5031.033691
	Iteration 48Q: 3 clusters Score -3122304 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -3122330.500000 Penalty: 5031.033691
	Iteration 49Q: 3 clusters Score -3122330 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -3122353.250000 Penalty: 5031.033691
	Iteration 50Q: 3 clusters Score -3122353 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -3122373.750000 Penalty: 5031.033691
	Iteration 51Q: 3 clusters Score -3122374 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -3122403.750000 Penalty: 5031.033691
	Iteration 52Q: 3 clusters Score -3122404 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3122436.000000 Penalty: 5031.033691
	Iteration 53Q: 3 clusters Score -3122436 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -3122453.000000 Penalty: 5031.033691
	Iteration 54Q: 3 clusters Score -3122453 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -3122489.250000 Penalty: 5031.033691
	Iteration 55Q: 3 clusters Score -3122489 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -3122508.500000 Penalty: 5031.033691
	Iteration 56Q: 3 clusters Score -3122508 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -3122531.000000 Penalty: 5031.033691
	Iteration 57Q: 3 clusters Score -3122531 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -3122564.000000 Penalty: 5031.033691
	Iteration 58Q: 3 clusters Score -3122564 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3122599.750000 Penalty: 5031.033691
	Iteration 59Q: 3 clusters Score -3122600 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3122624.500000 Penalty: 5031.033691
	Iteration 60F: 3 clusters Score -3122624 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -3122655.000000 Penalty: 5031.033691
	Iteration 61Q: 3 clusters Score -3122655 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -3122670.750000 Penalty: 5031.033691
	Iteration 62Q: 3 clusters Score -3122671 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -3122681.000000 Penalty: 5031.033691
	Iteration 63Q: 3 clusters Score -3122681 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -3122716.750000 Penalty: 5031.033691
	Iteration 64Q: 3 clusters Score -3122717 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -3122745.750000 Penalty: 5031.033691
	Iteration 65Q: 3 clusters Score -3122746 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3122768.250000 Penalty: 5031.033691
	Iteration 66Q: 3 clusters Score -3122768 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3122785.000000 Penalty: 5031.033691
	Iteration 67Q: 3 clusters Score -3122785 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3122803.000000 Penalty: 5031.033691
	Iteration 68Q: 3 clusters Score -3122803 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -3122819.000000 Penalty: 5031.033691
	Iteration 69Q: 3 clusters Score -3122819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -3122824.750000 Penalty: 5031.033691
	Iteration 70Q: 3 clusters Score -3122825 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -3122841.750000 Penalty: 5031.033691
	Iteration 71Q: 3 clusters Score -3122842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -3122851.750000 Penalty: 5031.033691
	Iteration 72Q: 3 clusters Score -3122852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3122866.750000 Penalty: 5031.033691
	Iteration 73Q: 3 clusters Score -3122867 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3122868.500000 Penalty: 5031.033691
	Iteration 74Q: 3 clusters Score -3122868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3122883.500000 Penalty: 5031.033691
	Iteration 75Q: 3 clusters Score -3122884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -3122889.500000 Penalty: 5031.033691
	Iteration 76Q: 3 clusters Score -3122890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3122888.500000 Penalty: 5031.033691
	Iteration 77Q: 3 clusters Score -3122888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -3122891.000000 Penalty: 5031.033691
	Iteration 78Q: 3 clusters Score -3122891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3122905.750000 Penalty: 5031.033691
	Iteration 79Q: 3 clusters Score -3122906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -3122911.250000 Penalty: 5031.033691
	Iteration 80F: 3 clusters Score -3122911 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -3122919.750000 Penalty: 5031.033691
	Iteration 81Q: 3 clusters Score -3122920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -3122936.000000 Penalty: 5031.033691
	Iteration 82Q: 3 clusters Score -3122936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3122946.250000 Penalty: 5031.033691
	Iteration 83Q: 3 clusters Score -3122946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -3122951.250000 Penalty: 5031.033691
	Iteration 84Q: 3 clusters Score -3122951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -3122952.750000 Penalty: 5031.033691
	Iteration 85Q: 3 clusters Score -3122953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3122960.500000 Penalty: 5031.033691
	Iteration 86Q: 3 clusters Score -3122960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -3122964.500000 Penalty: 5031.033691
	Iteration 87Q: 3 clusters Score -3122964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3122976.000000 Penalty: 5031.033691
	Iteration 88Q: 3 clusters Score -3122976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3122973.750000 Penalty: 5031.033691
	Iteration 89Q: 3 clusters Score -3122974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -3122974.250000 Penalty: 5031.033691
	Iteration 90Q: 3 clusters Score -3122974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -3122977.000000 Penalty: 5031.033691
	Iteration 91Q: 3 clusters Score -3122977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -3122980.750000 Penalty: 5031.033691
	Iteration 92Q: 3 clusters Score -3122981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3122979.500000 Penalty: 5031.033691
	Iteration 93Q: 3 clusters Score -3122980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3122984.250000 Penalty: 5031.033691
	Iteration 94Q: 3 clusters Score -3122984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3122990.750000 Penalty: 5031.033691
	Iteration 95Q: 3 clusters Score -3122991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -3122991.000000 Penalty: 5031.033691
	Iteration 96Q: 3 clusters Score -3122991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -3122994.500000 Penalty: 5031.033691
	Iteration 97Q: 3 clusters Score -3122994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -3122993.750000 Penalty: 5031.033691
	Iteration 98Q: 3 clusters Score -3122994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3122997.000000 Penalty: 5031.033691
	Iteration 99Q: 3 clusters Score -3122997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -3122998.000000 Penalty: 5031.033691
	Iteration 100F: 3 clusters Score -3122998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -3123002.750000 Penalty: 5031.033691
	Iteration 101Q: 3 clusters Score -3123003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -3123001.500000 Penalty: 5031.033691
	Iteration 102Q: 3 clusters Score -3123002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3123005.250000 Penalty: 5031.033691
	Iteration 103Q: 3 clusters Score -3123005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -3123003.750000 Penalty: 5031.033691
	Iteration 104Q: 3 clusters Score -3123004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -3123005.750000 Penalty: 5031.033691
	Iteration 105Q: 3 clusters Score -3123006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3123004.250000 Penalty: 5031.033691
	Iteration 106Q: 3 clusters Score -3123004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3123006.000000 Penalty: 5031.033691
	Iteration 107Q: 3 clusters Score -3123006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -3123011.250000 Penalty: 5031.033691
	Iteration 108Q: 3 clusters Score -3123011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -3123011.000000 Penalty: 5031.033691
	Iteration 109Q: 3 clusters Score -3123011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3123011.500000 Penalty: 5031.033691
	Iteration 110Q: 3 clusters Score -3123012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3123014.250000 Penalty: 5031.033691
	Iteration 111Q: 3 clusters Score -3123014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3123014.750000 Penalty: 5031.033691
	Iteration 112Q: 3 clusters Score -3123015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -3123018.750000 Penalty: 5031.033691
	Iteration 113Q: 3 clusters Score -3123019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -3123020.500000 Penalty: 5031.033691
	Iteration 114Q: 3 clusters Score -3123020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -3123024.500000 Penalty: 5031.033691
	Iteration 115Q: 3 clusters Score -3123024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3123026.250000 Penalty: 5031.033691
	Iteration 116Q: 3 clusters Score -3123026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -3123031.250000 Penalty: 5031.033691
	Iteration 117Q: 3 clusters Score -3123031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -3123035.750000 Penalty: 5031.033691
	Iteration 118Q: 3 clusters Score -3123036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3123038.250000 Penalty: 5031.033691
	Iteration 119Q: 3 clusters Score -3123038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3123038.000000 Penalty: 5031.033691
	Iteration 120F: 3 clusters Score -3123038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3123038.500000 Penalty: 5031.033691
	Iteration 121Q: 3 clusters Score -3123038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3123036.250000 Penalty: 5031.033691
	Iteration 122Q: 3 clusters Score -3123036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3123041.000000 Penalty: 5031.033691
	Iteration 123Q: 3 clusters Score -3123041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -3123040.750000 Penalty: 5031.033691
	Iteration 124Q: 3 clusters Score -3123041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -3123037.500000 Penalty: 5031.033691
	Iteration 125Q: 3 clusters Score -3123038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -3123040.250000 Penalty: 5031.033691
	Iteration 126Q: 3 clusters Score -3123040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3123044.500000 Penalty: 5031.033691
	Iteration 127Q: 3 clusters Score -3123044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3123046.250000 Penalty: 5031.033691
	Iteration 128Q: 3 clusters Score -3123046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -3123047.000000 Penalty: 5031.033691
	Iteration 129Q: 3 clusters Score -3123047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3123049.000000 Penalty: 5031.033691
	Iteration 130Q: 3 clusters Score -3123049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -3123055.250000 Penalty: 5031.033691
	Iteration 131Q: 3 clusters Score -3123055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -3123053.250000 Penalty: 5031.033691
	Iteration 132Q: 3 clusters Score -3123053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3123050.500000 Penalty: 5031.033691
	Iteration 133Q: 3 clusters Score -3123050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3123050.500000 Penalty: 5031.033691
	Iteration 134F: 3 clusters Score -3123050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (214499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214499 members 
Entering Unmasked Estep 
Score: -26135956.000000 Penalty: 3044.462891
	Iteration 0F: 2 clusters Score -2.613596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107504 members 
Mstep: Class 2 contains 106995 members 
Entering Unmasked Estep 
Score: -25999626.000000 Penalty: 6088.925781
	Iteration 0F: 3 clusters Score -2.599963e+07 nChanged 103377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110315 members 
Mstep: Class 2 contains 104184 members 
Entering Unmasked Estep 
Score: -26059858.000000 Penalty: 6088.925781
	Iteration 1F: 3 clusters Score -2.605986e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112403 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -26060798.000000 Penalty: 6088.925781
	Iteration 2Q: 3 clusters Score -2.60608e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115553 members 
Mstep: Class 2 contains 98946 members 
Entering Unmasked Estep 
Score: -26062192.000000 Penalty: 6088.925781
	Iteration 3Q: 3 clusters Score -2.606219e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120562 members 
Mstep: Class 2 contains 93937 members 
Entering Unmasked Estep 
Score: -26064250.000000 Penalty: 6088.925781
	Iteration 4Q: 3 clusters Score -2.606425e+07 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128229 members 
Mstep: Class 2 contains 86270 members 
Entering Unmasked Estep 
Score: -26068074.000000 Penalty: 6088.925781
	Iteration 5Q: 3 clusters Score -2.606807e+07 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139330 members 
Mstep: Class 2 contains 75169 members 
Entering Unmasked Estep 
Score: -26075182.000000 Penalty: 6088.925781
	Iteration 6F: 3 clusters Score -2.607518e+07 nChanged 15321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154193 members 
Mstep: Class 2 contains 60306 members 
Entering Unmasked Estep 
Score: -26086616.000000 Penalty: 6088.925781
	Iteration 7F: 3 clusters Score -2.608662e+07 nChanged 16958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170815 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -26100334.000000 Penalty: 6088.925781
	Iteration 8F: 3 clusters Score -2.610033e+07 nChanged 14781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185304 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -26113324.000000 Penalty: 6088.925781
	Iteration 9F: 3 clusters Score -2.611332e+07 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195525 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -26121986.000000 Penalty: 6088.925781
	Iteration 10Q: 3 clusters Score -2.612199e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201910 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -26126812.000000 Penalty: 6088.925781
	Iteration 11Q: 3 clusters Score -2.612681e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205831 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -26129374.000000 Penalty: 6088.925781
	Iteration 12Q: 3 clusters Score -2.612937e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208280 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -26130924.000000 Penalty: 6088.925781
	Iteration 13Q: 3 clusters Score -2.613092e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209915 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -26131626.000000 Penalty: 6088.925781
	Iteration 14Q: 3 clusters Score -2.613163e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211042 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -26132142.000000 Penalty: 6088.925781
	Iteration 15Q: 3 clusters Score -2.613214e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211833 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -26132418.000000 Penalty: 6088.925781
	Iteration 16Q: 3 clusters Score -2.613242e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212357 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -26132674.000000 Penalty: 6088.925781
	Iteration 17Q: 3 clusters Score -2.613267e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212726 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -26132860.000000 Penalty: 6088.925781
	Iteration 18Q: 3 clusters Score -2.613286e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212985 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -26132978.000000 Penalty: 6088.925781
	Iteration 19Q: 3 clusters Score -2.613298e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213176 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -26133150.000000 Penalty: 6088.925781
	Iteration 20F: 3 clusters Score -2.613315e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213308 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -26133234.000000 Penalty: 6088.925781
	Iteration 21Q: 3 clusters Score -2.613323e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213429 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -26133278.000000 Penalty: 6088.925781
	Iteration 22Q: 3 clusters Score -2.613328e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213521 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -26133314.000000 Penalty: 6088.925781
	Iteration 23Q: 3 clusters Score -2.613331e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213580 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -26133362.000000 Penalty: 6088.925781
	Iteration 24Q: 3 clusters Score -2.613336e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213625 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -26133358.000000 Penalty: 6088.925781
	Iteration 25Q: 3 clusters Score -2.613336e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213658 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -26133368.000000 Penalty: 6088.925781
	Iteration 26Q: 3 clusters Score -2.613337e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213679 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -26133364.000000 Penalty: 6088.925781
	Iteration 27Q: 3 clusters Score -2.613336e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213699 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -26133392.000000 Penalty: 6088.925781
	Iteration 28Q: 3 clusters Score -2.613339e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213719 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -26133388.000000 Penalty: 6088.925781
	Iteration 29Q: 3 clusters Score -2.613339e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213737 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -26133416.000000 Penalty: 6088.925781
	Iteration 30Q: 3 clusters Score -2.613342e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213751 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -26133422.000000 Penalty: 6088.925781
	Iteration 31Q: 3 clusters Score -2.613342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213756 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -26133428.000000 Penalty: 6088.925781
	Iteration 32Q: 3 clusters Score -2.613343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213759 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -26133424.000000 Penalty: 6088.925781
	Iteration 33Q: 3 clusters Score -2.613342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213766 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -26133412.000000 Penalty: 6088.925781
	Iteration 34Q: 3 clusters Score -2.613341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213773 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -26133422.000000 Penalty: 6088.925781
	Iteration 35Q: 3 clusters Score -2.613342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213776 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -26133432.000000 Penalty: 6088.925781
	Iteration 36Q: 3 clusters Score -2.613343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213778 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -26133440.000000 Penalty: 6088.925781
	Iteration 37Q: 3 clusters Score -2.613344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213778 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -26133440.000000 Penalty: 6088.925781
	Iteration 38F: 3 clusters Score -2.613344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Entering Unmasked Estep 
Score: -8074778.000000 Penalty: 2751.548340
	Iteration 0F: 2 clusters Score -8074778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -8030571.000000 Penalty: 5503.096680
	Iteration 0F: 3 clusters Score -8030571 nChanged 30696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -8047646.000000 Penalty: 5503.096680
	Iteration 1F: 3 clusters Score -8047646 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -8048343.500000 Penalty: 5503.096680
	Iteration 2Q: 3 clusters Score -8048344 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -8049201.500000 Penalty: 5503.096680
	Iteration 3Q: 3 clusters Score -8049202 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -8050353.500000 Penalty: 5503.096680
	Iteration 4Q: 3 clusters Score -8050354 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -8052190.500000 Penalty: 5503.096680
	Iteration 5Q: 3 clusters Score -8052190 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -8055177.500000 Penalty: 5503.096680
	Iteration 6F: 3 clusters Score -8055178 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -8059070.000000 Penalty: 5503.096680
	Iteration 7F: 3 clusters Score -8059070 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -8063062.500000 Penalty: 5503.096680
	Iteration 8F: 3 clusters Score -8063062 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -8066528.000000 Penalty: 5503.096680
	Iteration 9F: 3 clusters Score -8066528 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -8069035.500000 Penalty: 5503.096680
	Iteration 10Q: 3 clusters Score -8069036 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -8070486.000000 Penalty: 5503.096680
	Iteration 11Q: 3 clusters Score -8070486 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 64100 members 
Entering Unmasked Estep 
Score: -8071321.000000 Penalty: 5503.096680
	Iteration 12Q: 3 clusters Score -8071321 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 64614 members 
Entering Unmasked Estep 
Score: -8071724.000000 Penalty: 5503.096680
	Iteration 13Q: 3 clusters Score -8071724 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 64889 members 
Entering Unmasked Estep 
Score: -8071980.500000 Penalty: 5503.096680
	Iteration 14Q: 3 clusters Score -8071980 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -8072116.000000 Penalty: 5503.096680
	Iteration 15Q: 3 clusters Score -8072116 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 65138 members 
Entering Unmasked Estep 
Score: -8072215.500000 Penalty: 5503.096680
	Iteration 16Q: 3 clusters Score -8072216 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 65182 members 
Entering Unmasked Estep 
Score: -8072249.500000 Penalty: 5503.096680
	Iteration 17Q: 3 clusters Score -8072250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 65213 members 
Entering Unmasked Estep 
Score: -8072277.500000 Penalty: 5503.096680
	Iteration 18Q: 3 clusters Score -8072278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -8072301.500000 Penalty: 5503.096680
	Iteration 19Q: 3 clusters Score -8072302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
Score: -8072330.000000 Penalty: 5503.096680
	Iteration 20F: 3 clusters Score -8072330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -8072353.000000 Penalty: 5503.096680
	Iteration 21Q: 3 clusters Score -8072353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
Score: -8072360.000000 Penalty: 5503.096680
	Iteration 22Q: 3 clusters Score -8072360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -8072375.500000 Penalty: 5503.096680
	Iteration 23Q: 3 clusters Score -8072376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 65305 members 
Entering Unmasked Estep 
Score: -8072378.500000 Penalty: 5503.096680
	Iteration 24Q: 3 clusters Score -8072378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -8072379.000000 Penalty: 5503.096680
	Iteration 25Q: 3 clusters Score -8072379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -8072380.500000 Penalty: 5503.096680
	Iteration 26Q: 3 clusters Score -8072380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -8072386.000000 Penalty: 5503.096680
	Iteration 27Q: 3 clusters Score -8072386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 65304 members 
Entering Unmasked Estep 
Score: -8072391.500000 Penalty: 5503.096680
	Iteration 28Q: 3 clusters Score -8072392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 65306 members 
Entering Unmasked Estep 
Score: -8072391.000000 Penalty: 5503.096680
	Iteration 29Q: 3 clusters Score -8072391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -8072392.000000 Penalty: 5503.096680
	Iteration 30Q: 3 clusters Score -8072392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -8072396.500000 Penalty: 5503.096680
	Iteration 31Q: 3 clusters Score -8072396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 65308 members 
Entering Unmasked Estep 
Score: -8072403.000000 Penalty: 5503.096680
	Iteration 32Q: 3 clusters Score -8072403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -8072399.000000 Penalty: 5503.096680
	Iteration 33Q: 3 clusters Score -8072399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 65315 members 
Entering Unmasked Estep 
Score: -8072409.000000 Penalty: 5503.096680
	Iteration 34Q: 3 clusters Score -8072409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 65320 members 
Entering Unmasked Estep 
Score: -8072415.500000 Penalty: 5503.096680
	Iteration 35Q: 3 clusters Score -8072416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 65323 members 
Entering Unmasked Estep 
Score: -8072421.500000 Penalty: 5503.096680
	Iteration 36Q: 3 clusters Score -8072422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -8072415.500000 Penalty: 5503.096680
	Iteration 37Q: 3 clusters Score -8072416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -8072417.000000 Penalty: 5503.096680
	Iteration 38Q: 3 clusters Score -8072417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 65326 members 
Entering Unmasked Estep 
Score: -8072423.000000 Penalty: 5503.096680
	Iteration 39Q: 3 clusters Score -8072423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
Score: -8072417.500000 Penalty: 5503.096680
	Iteration 40F: 3 clusters Score -8072418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -66609.695312 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -66609.7 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 343 members 
Entering Unmasked Estep 
Score: -65027.761719 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -65027.76 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -65260.355469 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -65260.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -65342.316406 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -65342.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -65410.285156 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -65410.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -65457.707031 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -65457.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -65472.222656 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -65472.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65478.992188 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -65478.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -65480.152344 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -65480.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -65486.558594 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -65486.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -65491.718750 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -65491.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65493.398438 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -65493.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -65503.941406 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -65503.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -65512.972656 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -65512.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -65514.558594 Penalty: 3224.639648
	Iteration 13Q: 3 clusters Score -65514.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65515.648438 Penalty: 3224.639648
	Iteration 14Q: 3 clusters Score -65515.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -65516.671875 Penalty: 3224.639648
	Iteration 15Q: 3 clusters Score -65516.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -65516.671875 Penalty: 3224.639648
	Iteration 16F: 3 clusters Score -65516.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -24386.507812 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -24386.51 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 166 members 
Entering Unmasked Estep 
Score: -23135.419922 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -23135.42 nChanged 35
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: -23246.740234 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -23246.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23302.091797 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -23302.09 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: -23329.892578 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -23329.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23344.726562 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -23344.73 nChanged 5
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: -23360.951172 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -23360.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23386.492188 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -23386.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23391.052734 Penalty: 2835.645752
	Iteration 7Q: 3 clusters Score -23391.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23391.052734 Penalty: 2835.645752
	Iteration 8F: 3 clusters Score -23391.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -75347.625000 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -75347.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -73628.328125 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -73628.33 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -73908.640625 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -73908.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73995.945312 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -73995.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -74044.671875 Penalty: 3294.673340
	Iteration 3Q: 3 clusters Score -74044.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -74079.765625 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -74079.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -74100.539062 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -74100.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -74133.476562 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -74133.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74162.484375 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -74162.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74208.812500 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -74208.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -74244.648438 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -74244.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74265.812500 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -74265.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -74292.601562 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -74292.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -74311.765625 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -74311.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74324.960938 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -74324.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -74339.796875 Penalty: 3294.673340
	Iteration 14Q: 3 clusters Score -74339.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -74352.710938 Penalty: 3294.673340
	Iteration 15Q: 3 clusters Score -74352.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74357.281250 Penalty: 3294.673340
	Iteration 16Q: 3 clusters Score -74357.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74358.718750 Penalty: 3294.673340
	Iteration 17Q: 3 clusters Score -74358.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74359.929688 Penalty: 3294.673340
	Iteration 18Q: 3 clusters Score -74359.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74359.929688 Penalty: 3294.673340
	Iteration 19F: 3 clusters Score -74359.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Entering Unmasked Estep 
Score: -1101427.000000 Penalty: 2257.566162
	Iteration 0F: 2 clusters Score -1101427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1094375.250000 Penalty: 4515.132324
	Iteration 0F: 3 clusters Score -1094375 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1096314.500000 Penalty: 4515.132324
	Iteration 1F: 3 clusters Score -1096314 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1096593.375000 Penalty: 4515.132324
	Iteration 2F: 3 clusters Score -1096593 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1096808.500000 Penalty: 4515.132324
	Iteration 3F: 3 clusters Score -1096808 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1096958.625000 Penalty: 4515.132324
	Iteration 4Q: 3 clusters Score -1096959 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1097086.125000 Penalty: 4515.132324
	Iteration 5Q: 3 clusters Score -1097086 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1097215.500000 Penalty: 4515.132324
	Iteration 6Q: 3 clusters Score -1097216 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1097352.875000 Penalty: 4515.132324
	Iteration 7Q: 3 clusters Score -1097353 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1097474.125000 Penalty: 4515.132324
	Iteration 8Q: 3 clusters Score -1097474 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1097619.625000 Penalty: 4515.132324
	Iteration 9Q: 3 clusters Score -1097620 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1097736.250000 Penalty: 4515.132324
	Iteration 10Q: 3 clusters Score -1097736 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1097850.250000 Penalty: 4515.132324
	Iteration 11Q: 3 clusters Score -1097850 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1097954.125000 Penalty: 4515.132324
	Iteration 12Q: 3 clusters Score -1097954 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1098060.875000 Penalty: 4515.132324
	Iteration 13Q: 3 clusters Score -1098061 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1098193.125000 Penalty: 4515.132324
	Iteration 14Q: 3 clusters Score -1098193 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1098343.375000 Penalty: 4515.132324
	Iteration 15Q: 3 clusters Score -1098343 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1098515.875000 Penalty: 4515.132324
	Iteration 16Q: 3 clusters Score -1098516 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1098716.250000 Penalty: 4515.132324
	Iteration 17Q: 3 clusters Score -1098716 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1098902.625000 Penalty: 4515.132324
	Iteration 18Q: 3 clusters Score -1098903 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1099068.250000 Penalty: 4515.132324
	Iteration 19Q: 3 clusters Score -1099068 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1099230.500000 Penalty: 4515.132324
	Iteration 20F: 3 clusters Score -1099230 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1099376.000000 Penalty: 4515.132324
	Iteration 21Q: 3 clusters Score -1099376 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1099479.500000 Penalty: 4515.132324
	Iteration 22Q: 3 clusters Score -1099480 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1099554.625000 Penalty: 4515.132324
	Iteration 23Q: 3 clusters Score -1099555 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1099609.250000 Penalty: 4515.132324
	Iteration 24Q: 3 clusters Score -1099609 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1099657.125000 Penalty: 4515.132324
	Iteration 25Q: 3 clusters Score -1099657 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1099690.875000 Penalty: 4515.132324
	Iteration 26Q: 3 clusters Score -1099691 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1099727.875000 Penalty: 4515.132324
	Iteration 27Q: 3 clusters Score -1099728 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1099755.125000 Penalty: 4515.132324
	Iteration 28Q: 3 clusters Score -1099755 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1099768.375000 Penalty: 4515.132324
	Iteration 29Q: 3 clusters Score -1099768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1099776.625000 Penalty: 4515.132324
	Iteration 30Q: 3 clusters Score -1099777 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1099787.000000 Penalty: 4515.132324
	Iteration 31Q: 3 clusters Score -1099787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1099799.750000 Penalty: 4515.132324
	Iteration 32Q: 3 clusters Score -1099800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1099804.250000 Penalty: 4515.132324
	Iteration 33Q: 3 clusters Score -1099804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1099812.250000 Penalty: 4515.132324
	Iteration 34Q: 3 clusters Score -1099812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1099822.750000 Penalty: 4515.132324
	Iteration 35Q: 3 clusters Score -1099823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1099834.250000 Penalty: 4515.132324
	Iteration 36Q: 3 clusters Score -1099834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1099840.250000 Penalty: 4515.132324
	Iteration 37Q: 3 clusters Score -1099840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1099845.375000 Penalty: 4515.132324
	Iteration 38Q: 3 clusters Score -1099845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1099847.875000 Penalty: 4515.132324
	Iteration 39Q: 3 clusters Score -1099848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1099856.125000 Penalty: 4515.132324
	Iteration 40F: 3 clusters Score -1099856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1099858.875000 Penalty: 4515.132324
	Iteration 41Q: 3 clusters Score -1099859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1099864.500000 Penalty: 4515.132324
	Iteration 42Q: 3 clusters Score -1099864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1099867.500000 Penalty: 4515.132324
	Iteration 43Q: 3 clusters Score -1099868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1099870.125000 Penalty: 4515.132324
	Iteration 44Q: 3 clusters Score -1099870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1099873.000000 Penalty: 4515.132324
	Iteration 45Q: 3 clusters Score -1099873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1099875.500000 Penalty: 4515.132324
	Iteration 46Q: 3 clusters Score -1099876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1099875.375000 Penalty: 4515.132324
	Iteration 47Q: 3 clusters Score -1099875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1099878.500000 Penalty: 4515.132324
	Iteration 48Q: 3 clusters Score -1099878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1099877.000000 Penalty: 4515.132324
	Iteration 49Q: 3 clusters Score -1099877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1099880.250000 Penalty: 4515.132324
	Iteration 50Q: 3 clusters Score -1099880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1099882.375000 Penalty: 4515.132324
	Iteration 51Q: 3 clusters Score -1099882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1099884.875000 Penalty: 4515.132324
	Iteration 52Q: 3 clusters Score -1099885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1099885.625000 Penalty: 4515.132324
	Iteration 53Q: 3 clusters Score -1099886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1099886.375000 Penalty: 4515.132324
	Iteration 54Q: 3 clusters Score -1099886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1099889.375000 Penalty: 4515.132324
	Iteration 55Q: 3 clusters Score -1099889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1099891.375000 Penalty: 4515.132324
	Iteration 56Q: 3 clusters Score -1099891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1099893.125000 Penalty: 4515.132324
	Iteration 57Q: 3 clusters Score -1099893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1099892.875000 Penalty: 4515.132324
	Iteration 58Q: 3 clusters Score -1099893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1099894.750000 Penalty: 4515.132324
	Iteration 59Q: 3 clusters Score -1099895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1099896.875000 Penalty: 4515.132324
	Iteration 60F: 3 clusters Score -1099897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1099897.750000 Penalty: 4515.132324
	Iteration 61Q: 3 clusters Score -1099898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1099897.875000 Penalty: 4515.132324
	Iteration 62Q: 3 clusters Score -1099898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1099898.625000 Penalty: 4515.132324
	Iteration 63Q: 3 clusters Score -1099899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1099899.750000 Penalty: 4515.132324
	Iteration 64Q: 3 clusters Score -1099900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1099898.375000 Penalty: 4515.132324
	Iteration 65Q: 3 clusters Score -1099898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1099901.625000 Penalty: 4515.132324
	Iteration 66Q: 3 clusters Score -1099902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1099901.500000 Penalty: 4515.132324
	Iteration 67Q: 3 clusters Score -1099902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1099901.500000 Penalty: 4515.132324
	Iteration 68F: 3 clusters Score -1099902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208904 members 
Entering Unmasked Estep 
Score: -25445990.000000 Penalty: 3037.908203
	Iteration 0F: 2 clusters Score -2.544599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104627 members 
Mstep: Class 2 contains 104277 members 
Entering Unmasked Estep 
Score: -25311044.000000 Penalty: 6075.816406
	Iteration 0F: 3 clusters Score -2.531104e+07 nChanged 100710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108633 members 
Mstep: Class 2 contains 100271 members 
Entering Unmasked Estep 
Score: -25370366.000000 Penalty: 6075.816406
	Iteration 1F: 3 clusters Score -2.537037e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111384 members 
Mstep: Class 2 contains 97520 members 
Entering Unmasked Estep 
Score: -25371526.000000 Penalty: 6075.816406
	Iteration 2Q: 3 clusters Score -2.537153e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115653 members 
Mstep: Class 2 contains 93251 members 
Entering Unmasked Estep 
Score: -25373322.000000 Penalty: 6075.816406
	Iteration 3Q: 3 clusters Score -2.537332e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122092 members 
Mstep: Class 2 contains 86812 members 
Entering Unmasked Estep 
Score: -25376278.000000 Penalty: 6075.816406
	Iteration 4Q: 3 clusters Score -2.537628e+07 nChanged 10866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131594 members 
Mstep: Class 2 contains 77310 members 
Entering Unmasked Estep 
Score: -25381656.000000 Penalty: 6075.816406
	Iteration 5F: 3 clusters Score -2.538166e+07 nChanged 13986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144550 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -25391568.000000 Penalty: 6075.816406
	Iteration 6F: 3 clusters Score -2.539157e+07 nChanged 16726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160482 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -25405704.000000 Penalty: 6075.816406
	Iteration 7F: 3 clusters Score -2.54057e+07 nChanged 15639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175543 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -25420176.000000 Penalty: 6075.816406
	Iteration 8F: 3 clusters Score -2.542018e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185517 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -25431048.000000 Penalty: 6075.816406
	Iteration 9F: 3 clusters Score -2.543105e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190039 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -25437106.000000 Penalty: 6075.816406
	Iteration 10Q: 3 clusters Score -2.543711e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191703 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -25440428.000000 Penalty: 6075.816406
	Iteration 11Q: 3 clusters Score -2.544043e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192249 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -25441880.000000 Penalty: 6075.816406
	Iteration 12Q: 3 clusters Score -2.544188e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192516 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -25442752.000000 Penalty: 6075.816406
	Iteration 13Q: 3 clusters Score -2.544275e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192769 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -25442996.000000 Penalty: 6075.816406
	Iteration 14Q: 3 clusters Score -2.5443e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192950 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -25443216.000000 Penalty: 6075.816406
	Iteration 15Q: 3 clusters Score -2.544322e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193145 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -25443378.000000 Penalty: 6075.816406
	Iteration 16Q: 3 clusters Score -2.544338e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193325 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -25443498.000000 Penalty: 6075.816406
	Iteration 17Q: 3 clusters Score -2.54435e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193510 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -25443558.000000 Penalty: 6075.816406
	Iteration 18Q: 3 clusters Score -2.544356e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193708 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -25443608.000000 Penalty: 6075.816406
	Iteration 19Q: 3 clusters Score -2.544361e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193855 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -25443638.000000 Penalty: 6075.816406
	Iteration 20F: 3 clusters Score -2.544364e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193987 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -25443606.000000 Penalty: 6075.816406
	Iteration 21Q: 3 clusters Score -2.544361e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194145 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -25443606.000000 Penalty: 6075.816406
	Iteration 22Q: 3 clusters Score -2.544361e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194294 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -25443658.000000 Penalty: 6075.816406
	Iteration 23Q: 3 clusters Score -2.544366e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194429 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -25443632.000000 Penalty: 6075.816406
	Iteration 24Q: 3 clusters Score -2.544363e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194564 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -25443622.000000 Penalty: 6075.816406
	Iteration 25Q: 3 clusters Score -2.544362e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194681 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -25443612.000000 Penalty: 6075.816406
	Iteration 26Q: 3 clusters Score -2.544361e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194797 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -25443614.000000 Penalty: 6075.816406
	Iteration 27Q: 3 clusters Score -2.544361e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194925 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -25443622.000000 Penalty: 6075.816406
	Iteration 28Q: 3 clusters Score -2.544362e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195026 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -25443596.000000 Penalty: 6075.816406
	Iteration 29Q: 3 clusters Score -2.54436e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195105 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -25443628.000000 Penalty: 6075.816406
	Iteration 30Q: 3 clusters Score -2.544363e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195202 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -25443614.000000 Penalty: 6075.816406
	Iteration 31Q: 3 clusters Score -2.544361e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195308 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -25443610.000000 Penalty: 6075.816406
	Iteration 32Q: 3 clusters Score -2.544361e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195426 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -25443632.000000 Penalty: 6075.816406
	Iteration 33Q: 3 clusters Score -2.544363e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195549 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -25443640.000000 Penalty: 6075.816406
	Iteration 34Q: 3 clusters Score -2.544364e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195676 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -25443656.000000 Penalty: 6075.816406
	Iteration 35Q: 3 clusters Score -2.544366e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195794 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -25443634.000000 Penalty: 6075.816406
	Iteration 36Q: 3 clusters Score -2.544363e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195893 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -25443632.000000 Penalty: 6075.816406
	Iteration 37Q: 3 clusters Score -2.544363e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196001 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -25443644.000000 Penalty: 6075.816406
	Iteration 38Q: 3 clusters Score -2.544364e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196102 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -25443634.000000 Penalty: 6075.816406
	Iteration 39Q: 3 clusters Score -2.544363e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196205 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -25443678.000000 Penalty: 6075.816406
	Iteration 40F: 3 clusters Score -2.544368e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196291 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -25443678.000000 Penalty: 6075.816406
	Iteration 41Q: 3 clusters Score -2.544368e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196365 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -25443706.000000 Penalty: 6075.816406
	Iteration 42Q: 3 clusters Score -2.544371e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196427 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -25443666.000000 Penalty: 6075.816406
	Iteration 43Q: 3 clusters Score -2.544367e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196485 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -25443652.000000 Penalty: 6075.816406
	Iteration 44Q: 3 clusters Score -2.544365e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196531 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -25443660.000000 Penalty: 6075.816406
	Iteration 45Q: 3 clusters Score -2.544366e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196576 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -25443666.000000 Penalty: 6075.816406
	Iteration 46Q: 3 clusters Score -2.544367e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196618 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -25443662.000000 Penalty: 6075.816406
	Iteration 47Q: 3 clusters Score -2.544366e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196658 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -25443644.000000 Penalty: 6075.816406
	Iteration 48Q: 3 clusters Score -2.544364e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196688 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -25443648.000000 Penalty: 6075.816406
	Iteration 49Q: 3 clusters Score -2.544365e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196718 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -25443636.000000 Penalty: 6075.816406
	Iteration 50Q: 3 clusters Score -2.544364e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196742 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -25443632.000000 Penalty: 6075.816406
	Iteration 51Q: 3 clusters Score -2.544363e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196761 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -25443626.000000 Penalty: 6075.816406
	Iteration 52Q: 3 clusters Score -2.544363e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196784 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -25443598.000000 Penalty: 6075.816406
	Iteration 53Q: 3 clusters Score -2.54436e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196813 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -25443582.000000 Penalty: 6075.816406
	Iteration 54Q: 3 clusters Score -2.544358e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196847 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -25443578.000000 Penalty: 6075.816406
	Iteration 55Q: 3 clusters Score -2.544358e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196877 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -25443590.000000 Penalty: 6075.816406
	Iteration 56Q: 3 clusters Score -2.544359e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196908 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -25443588.000000 Penalty: 6075.816406
	Iteration 57Q: 3 clusters Score -2.544359e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196936 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -25443566.000000 Penalty: 6075.816406
	Iteration 58Q: 3 clusters Score -2.544357e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196958 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -25443574.000000 Penalty: 6075.816406
	Iteration 59Q: 3 clusters Score -2.544357e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196989 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -25443590.000000 Penalty: 6075.816406
	Iteration 60F: 3 clusters Score -2.544359e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197020 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -25443576.000000 Penalty: 6075.816406
	Iteration 61Q: 3 clusters Score -2.544358e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197053 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -25443596.000000 Penalty: 6075.816406
	Iteration 62Q: 3 clusters Score -2.54436e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197091 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -25443586.000000 Penalty: 6075.816406
	Iteration 63Q: 3 clusters Score -2.544359e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197126 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -25443596.000000 Penalty: 6075.816406
	Iteration 64Q: 3 clusters Score -2.54436e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197165 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -25443602.000000 Penalty: 6075.816406
	Iteration 65Q: 3 clusters Score -2.54436e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197202 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -25443604.000000 Penalty: 6075.816406
	Iteration 66Q: 3 clusters Score -2.54436e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197242 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -25443596.000000 Penalty: 6075.816406
	Iteration 67Q: 3 clusters Score -2.54436e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197265 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -25443588.000000 Penalty: 6075.816406
	Iteration 68Q: 3 clusters Score -2.544359e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197290 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -25443586.000000 Penalty: 6075.816406
	Iteration 69Q: 3 clusters Score -2.544359e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197321 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -25443596.000000 Penalty: 6075.816406
	Iteration 70Q: 3 clusters Score -2.54436e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197362 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -25443592.000000 Penalty: 6075.816406
	Iteration 71Q: 3 clusters Score -2.544359e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197399 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -25443592.000000 Penalty: 6075.816406
	Iteration 72Q: 3 clusters Score -2.544359e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197441 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -25443576.000000 Penalty: 6075.816406
	Iteration 73Q: 3 clusters Score -2.544358e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197488 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -25443618.000000 Penalty: 6075.816406
	Iteration 74Q: 3 clusters Score -2.544362e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197536 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -25443622.000000 Penalty: 6075.816406
	Iteration 75Q: 3 clusters Score -2.544362e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197591 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -25443626.000000 Penalty: 6075.816406
	Iteration 76Q: 3 clusters Score -2.544363e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197651 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -25443612.000000 Penalty: 6075.816406
	Iteration 77Q: 3 clusters Score -2.544361e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197722 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -25443612.000000 Penalty: 6075.816406
	Iteration 78Q: 3 clusters Score -2.544361e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197799 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -25443598.000000 Penalty: 6075.816406
	Iteration 79Q: 3 clusters Score -2.54436e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197870 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -25443630.000000 Penalty: 6075.816406
	Iteration 80F: 3 clusters Score -2.544363e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197943 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -25443606.000000 Penalty: 6075.816406
	Iteration 81Q: 3 clusters Score -2.544361e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198018 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -25443664.000000 Penalty: 6075.816406
	Iteration 82Q: 3 clusters Score -2.544366e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198109 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -25443660.000000 Penalty: 6075.816406
	Iteration 83Q: 3 clusters Score -2.544366e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198194 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -25443692.000000 Penalty: 6075.816406
	Iteration 84Q: 3 clusters Score -2.544369e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198266 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -25443702.000000 Penalty: 6075.816406
	Iteration 85Q: 3 clusters Score -2.54437e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198347 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -25443704.000000 Penalty: 6075.816406
	Iteration 86Q: 3 clusters Score -2.54437e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198416 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -25443650.000000 Penalty: 6075.816406
	Iteration 87Q: 3 clusters Score -2.544365e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198492 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -25443658.000000 Penalty: 6075.816406
	Iteration 88Q: 3 clusters Score -2.544366e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198563 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -25443642.000000 Penalty: 6075.816406
	Iteration 89Q: 3 clusters Score -2.544364e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198621 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -25443656.000000 Penalty: 6075.816406
	Iteration 90Q: 3 clusters Score -2.544366e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198689 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -25443658.000000 Penalty: 6075.816406
	Iteration 91Q: 3 clusters Score -2.544366e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198752 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -25443678.000000 Penalty: 6075.816406
	Iteration 92Q: 3 clusters Score -2.544368e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198811 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -25443700.000000 Penalty: 6075.816406
	Iteration 93Q: 3 clusters Score -2.54437e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198863 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -25443720.000000 Penalty: 6075.816406
	Iteration 94Q: 3 clusters Score -2.544372e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198913 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -25443714.000000 Penalty: 6075.816406
	Iteration 95Q: 3 clusters Score -2.544371e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198956 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -25443694.000000 Penalty: 6075.816406
	Iteration 96Q: 3 clusters Score -2.544369e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199010 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -25443696.000000 Penalty: 6075.816406
	Iteration 97Q: 3 clusters Score -2.54437e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199061 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -25443674.000000 Penalty: 6075.816406
	Iteration 98Q: 3 clusters Score -2.544367e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199120 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -25443682.000000 Penalty: 6075.816406
	Iteration 99Q: 3 clusters Score -2.544368e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199175 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -25443712.000000 Penalty: 6075.816406
	Iteration 100F: 3 clusters Score -2.544371e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199224 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -25443726.000000 Penalty: 6075.816406
	Iteration 101Q: 3 clusters Score -2.544373e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199267 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -25443710.000000 Penalty: 6075.816406
	Iteration 102Q: 3 clusters Score -2.544371e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199305 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -25443760.000000 Penalty: 6075.816406
	Iteration 103Q: 3 clusters Score -2.544376e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199344 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -25443768.000000 Penalty: 6075.816406
	Iteration 104Q: 3 clusters Score -2.544377e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199381 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -25443722.000000 Penalty: 6075.816406
	Iteration 105Q: 3 clusters Score -2.544372e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199426 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -25443720.000000 Penalty: 6075.816406
	Iteration 106Q: 3 clusters Score -2.544372e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199457 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -25443748.000000 Penalty: 6075.816406
	Iteration 107Q: 3 clusters Score -2.544375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199486 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -25443752.000000 Penalty: 6075.816406
	Iteration 108Q: 3 clusters Score -2.544375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199515 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -25443748.000000 Penalty: 6075.816406
	Iteration 109Q: 3 clusters Score -2.544375e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199547 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -25443736.000000 Penalty: 6075.816406
	Iteration 110Q: 3 clusters Score -2.544374e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199582 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -25443700.000000 Penalty: 6075.816406
	Iteration 111Q: 3 clusters Score -2.54437e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199614 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -25443714.000000 Penalty: 6075.816406
	Iteration 112Q: 3 clusters Score -2.544371e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199644 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -25443702.000000 Penalty: 6075.816406
	Iteration 113Q: 3 clusters Score -2.54437e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199677 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -25443682.000000 Penalty: 6075.816406
	Iteration 114Q: 3 clusters Score -2.544368e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199712 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -25443676.000000 Penalty: 6075.816406
	Iteration 115Q: 3 clusters Score -2.544368e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199744 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -25443672.000000 Penalty: 6075.816406
	Iteration 116Q: 3 clusters Score -2.544367e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199776 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -25443670.000000 Penalty: 6075.816406
	Iteration 117Q: 3 clusters Score -2.544367e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199814 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -25443650.000000 Penalty: 6075.816406
	Iteration 118Q: 3 clusters Score -2.544365e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199862 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -25443640.000000 Penalty: 6075.816406
	Iteration 119Q: 3 clusters Score -2.544364e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199910 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -25443640.000000 Penalty: 6075.816406
	Iteration 120F: 3 clusters Score -2.544364e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199952 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -25443698.000000 Penalty: 6075.816406
	Iteration 121Q: 3 clusters Score -2.54437e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199989 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -25443694.000000 Penalty: 6075.816406
	Iteration 122Q: 3 clusters Score -2.544369e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200011 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -25443718.000000 Penalty: 6075.816406
	Iteration 123Q: 3 clusters Score -2.544372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200033 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -25443716.000000 Penalty: 6075.816406
	Iteration 124Q: 3 clusters Score -2.544372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200055 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -25443706.000000 Penalty: 6075.816406
	Iteration 125Q: 3 clusters Score -2.544371e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200086 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -25443710.000000 Penalty: 6075.816406
	Iteration 126Q: 3 clusters Score -2.544371e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200122 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -25443732.000000 Penalty: 6075.816406
	Iteration 127Q: 3 clusters Score -2.544373e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200147 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -25443730.000000 Penalty: 6075.816406
	Iteration 128Q: 3 clusters Score -2.544373e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200170 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -25443740.000000 Penalty: 6075.816406
	Iteration 129Q: 3 clusters Score -2.544374e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200191 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -25443746.000000 Penalty: 6075.816406
	Iteration 130Q: 3 clusters Score -2.544375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200214 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -25443732.000000 Penalty: 6075.816406
	Iteration 131Q: 3 clusters Score -2.544373e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200242 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -25443740.000000 Penalty: 6075.816406
	Iteration 132Q: 3 clusters Score -2.544374e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200275 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -25443736.000000 Penalty: 6075.816406
	Iteration 133Q: 3 clusters Score -2.544374e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200306 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -25443756.000000 Penalty: 6075.816406
	Iteration 134Q: 3 clusters Score -2.544376e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200332 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -25443742.000000 Penalty: 6075.816406
	Iteration 135Q: 3 clusters Score -2.544374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200349 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -25443762.000000 Penalty: 6075.816406
	Iteration 136Q: 3 clusters Score -2.544376e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200368 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -25443768.000000 Penalty: 6075.816406
	Iteration 137Q: 3 clusters Score -2.544377e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200390 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -25443762.000000 Penalty: 6075.816406
	Iteration 138Q: 3 clusters Score -2.544376e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200426 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -25443794.000000 Penalty: 6075.816406
	Iteration 139Q: 3 clusters Score -2.544379e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200460 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -25443780.000000 Penalty: 6075.816406
	Iteration 140F: 3 clusters Score -2.544378e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200510 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -25443806.000000 Penalty: 6075.816406
	Iteration 141Q: 3 clusters Score -2.544381e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200550 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -25443808.000000 Penalty: 6075.816406
	Iteration 142Q: 3 clusters Score -2.544381e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200589 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -25443772.000000 Penalty: 6075.816406
	Iteration 143Q: 3 clusters Score -2.544377e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200624 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -25443758.000000 Penalty: 6075.816406
	Iteration 144Q: 3 clusters Score -2.544376e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200663 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -25443766.000000 Penalty: 6075.816406
	Iteration 145Q: 3 clusters Score -2.544377e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200687 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -25443756.000000 Penalty: 6075.816406
	Iteration 146Q: 3 clusters Score -2.544376e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200720 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -25443728.000000 Penalty: 6075.816406
	Iteration 147Q: 3 clusters Score -2.544373e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200752 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -25443758.000000 Penalty: 6075.816406
	Iteration 148Q: 3 clusters Score -2.544376e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200785 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -25443744.000000 Penalty: 6075.816406
	Iteration 149Q: 3 clusters Score -2.544374e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200819 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -25443756.000000 Penalty: 6075.816406
	Iteration 150Q: 3 clusters Score -2.544376e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200852 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -25443734.000000 Penalty: 6075.816406
	Iteration 151Q: 3 clusters Score -2.544373e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200883 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -25443778.000000 Penalty: 6075.816406
	Iteration 152Q: 3 clusters Score -2.544378e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200912 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -25443778.000000 Penalty: 6075.816406
	Iteration 153Q: 3 clusters Score -2.544378e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200942 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -25443776.000000 Penalty: 6075.816406
	Iteration 154Q: 3 clusters Score -2.544378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200962 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -25443758.000000 Penalty: 6075.816406
	Iteration 155Q: 3 clusters Score -2.544376e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200985 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -25443756.000000 Penalty: 6075.816406
	Iteration 156Q: 3 clusters Score -2.544376e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201006 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -25443736.000000 Penalty: 6075.816406
	Iteration 157Q: 3 clusters Score -2.544374e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201027 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -25443730.000000 Penalty: 6075.816406
	Iteration 158Q: 3 clusters Score -2.544373e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201046 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -25443728.000000 Penalty: 6075.816406
	Iteration 159Q: 3 clusters Score -2.544373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201061 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -25443702.000000 Penalty: 6075.816406
	Iteration 160F: 3 clusters Score -2.54437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201075 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -25443686.000000 Penalty: 6075.816406
	Iteration 161Q: 3 clusters Score -2.544369e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201097 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -25443708.000000 Penalty: 6075.816406
	Iteration 162Q: 3 clusters Score -2.544371e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201119 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -25443686.000000 Penalty: 6075.816406
	Iteration 163Q: 3 clusters Score -2.544369e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201141 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -25443680.000000 Penalty: 6075.816406
	Iteration 164Q: 3 clusters Score -2.544368e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201165 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -25443664.000000 Penalty: 6075.816406
	Iteration 165Q: 3 clusters Score -2.544366e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201192 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -25443628.000000 Penalty: 6075.816406
	Iteration 166Q: 3 clusters Score -2.544363e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201223 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -25443620.000000 Penalty: 6075.816406
	Iteration 167Q: 3 clusters Score -2.544362e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201253 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -25443670.000000 Penalty: 6075.816406
	Iteration 168Q: 3 clusters Score -2.544367e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201292 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -25443700.000000 Penalty: 6075.816406
	Iteration 169Q: 3 clusters Score -2.54437e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201327 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -25443734.000000 Penalty: 6075.816406
	Iteration 170Q: 3 clusters Score -2.544373e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201373 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -25443734.000000 Penalty: 6075.816406
	Iteration 171Q: 3 clusters Score -2.544373e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201427 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -25443756.000000 Penalty: 6075.816406
	Iteration 172Q: 3 clusters Score -2.544376e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201486 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -25443774.000000 Penalty: 6075.816406
	Iteration 173Q: 3 clusters Score -2.544377e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201537 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -25443760.000000 Penalty: 6075.816406
	Iteration 174Q: 3 clusters Score -2.544376e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201590 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -25443772.000000 Penalty: 6075.816406
	Iteration 175Q: 3 clusters Score -2.544377e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201652 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -25443780.000000 Penalty: 6075.816406
	Iteration 176Q: 3 clusters Score -2.544378e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201711 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -25443786.000000 Penalty: 6075.816406
	Iteration 177Q: 3 clusters Score -2.544379e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201772 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -25443762.000000 Penalty: 6075.816406
	Iteration 178Q: 3 clusters Score -2.544376e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201828 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -25443770.000000 Penalty: 6075.816406
	Iteration 179Q: 3 clusters Score -2.544377e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201868 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -25443734.000000 Penalty: 6075.816406
	Iteration 180F: 3 clusters Score -2.544373e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201930 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -25443734.000000 Penalty: 6075.816406
	Iteration 181Q: 3 clusters Score -2.544373e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201995 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -25443702.000000 Penalty: 6075.816406
	Iteration 182Q: 3 clusters Score -2.54437e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202069 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -25443716.000000 Penalty: 6075.816406
	Iteration 183Q: 3 clusters Score -2.544372e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202145 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -25443734.000000 Penalty: 6075.816406
	Iteration 184Q: 3 clusters Score -2.544373e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202225 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -25443702.000000 Penalty: 6075.816406
	Iteration 185Q: 3 clusters Score -2.54437e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202302 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -25443688.000000 Penalty: 6075.816406
	Iteration 186Q: 3 clusters Score -2.544369e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202387 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -25443676.000000 Penalty: 6075.816406
	Iteration 187Q: 3 clusters Score -2.544368e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202476 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -25443686.000000 Penalty: 6075.816406
	Iteration 188Q: 3 clusters Score -2.544369e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202556 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -25443702.000000 Penalty: 6075.816406
	Iteration 189Q: 3 clusters Score -2.54437e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202634 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -25443650.000000 Penalty: 6075.816406
	Iteration 190Q: 3 clusters Score -2.544365e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202719 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -25443674.000000 Penalty: 6075.816406
	Iteration 191Q: 3 clusters Score -2.544367e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202797 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -25443700.000000 Penalty: 6075.816406
	Iteration 192Q: 3 clusters Score -2.54437e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202880 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -25443752.000000 Penalty: 6075.816406
	Iteration 193Q: 3 clusters Score -2.544375e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202958 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -25443740.000000 Penalty: 6075.816406
	Iteration 194Q: 3 clusters Score -2.544374e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203040 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -25443738.000000 Penalty: 6075.816406
	Iteration 195Q: 3 clusters Score -2.544374e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203122 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -25443758.000000 Penalty: 6075.816406
	Iteration 196Q: 3 clusters Score -2.544376e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203200 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -25443824.000000 Penalty: 6075.816406
	Iteration 197Q: 3 clusters Score -2.544382e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203281 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -25443846.000000 Penalty: 6075.816406
	Iteration 198Q: 3 clusters Score -2.544385e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203373 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -25443826.000000 Penalty: 6075.816406
	Iteration 199Q: 3 clusters Score -2.544383e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203450 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -25443840.000000 Penalty: 6075.816406
	Iteration 200F: 3 clusters Score -2.544384e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203530 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -25443824.000000 Penalty: 6075.816406
	Iteration 201Q: 3 clusters Score -2.544382e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203602 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -25443792.000000 Penalty: 6075.816406
	Iteration 202Q: 3 clusters Score -2.544379e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203673 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -25443804.000000 Penalty: 6075.816406
	Iteration 203Q: 3 clusters Score -2.54438e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203753 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -25443806.000000 Penalty: 6075.816406
	Iteration 204Q: 3 clusters Score -2.544381e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203824 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -25443850.000000 Penalty: 6075.816406
	Iteration 205Q: 3 clusters Score -2.544385e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203899 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -25443858.000000 Penalty: 6075.816406
	Iteration 206Q: 3 clusters Score -2.544386e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203978 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -25443858.000000 Penalty: 6075.816406
	Iteration 207Q: 3 clusters Score -2.544386e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204055 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -25443862.000000 Penalty: 6075.816406
	Iteration 208Q: 3 clusters Score -2.544386e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204125 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -25443896.000000 Penalty: 6075.816406
	Iteration 209Q: 3 clusters Score -2.54439e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204185 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -25443892.000000 Penalty: 6075.816406
	Iteration 210Q: 3 clusters Score -2.544389e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204257 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -25443918.000000 Penalty: 6075.816406
	Iteration 211Q: 3 clusters Score -2.544392e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204331 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -25443932.000000 Penalty: 6075.816406
	Iteration 212Q: 3 clusters Score -2.544393e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204411 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -25443912.000000 Penalty: 6075.816406
	Iteration 213Q: 3 clusters Score -2.544391e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204486 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -25443914.000000 Penalty: 6075.816406
	Iteration 214Q: 3 clusters Score -2.544391e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204552 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -25443914.000000 Penalty: 6075.816406
	Iteration 215Q: 3 clusters Score -2.544391e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204624 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -25443898.000000 Penalty: 6075.816406
	Iteration 216Q: 3 clusters Score -2.54439e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204693 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -25443872.000000 Penalty: 6075.816406
	Iteration 217Q: 3 clusters Score -2.544387e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204748 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -25443884.000000 Penalty: 6075.816406
	Iteration 218Q: 3 clusters Score -2.544388e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204802 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -25443858.000000 Penalty: 6075.816406
	Iteration 219Q: 3 clusters Score -2.544386e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204855 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -25443854.000000 Penalty: 6075.816406
	Iteration 220F: 3 clusters Score -2.544385e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204917 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -25443862.000000 Penalty: 6075.816406
	Iteration 221Q: 3 clusters Score -2.544386e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204965 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -25443836.000000 Penalty: 6075.816406
	Iteration 222Q: 3 clusters Score -2.544384e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205009 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -25443836.000000 Penalty: 6075.816406
	Iteration 223Q: 3 clusters Score -2.544384e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205059 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -25443822.000000 Penalty: 6075.816406
	Iteration 224Q: 3 clusters Score -2.544382e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205112 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -25443830.000000 Penalty: 6075.816406
	Iteration 225Q: 3 clusters Score -2.544383e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205149 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -25443860.000000 Penalty: 6075.816406
	Iteration 226Q: 3 clusters Score -2.544386e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205200 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -25443824.000000 Penalty: 6075.816406
	Iteration 227Q: 3 clusters Score -2.544382e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205251 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -25443886.000000 Penalty: 6075.816406
	Iteration 228Q: 3 clusters Score -2.544389e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205291 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -25443884.000000 Penalty: 6075.816406
	Iteration 229Q: 3 clusters Score -2.544388e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205328 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -25443896.000000 Penalty: 6075.816406
	Iteration 230Q: 3 clusters Score -2.54439e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205364 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -25443900.000000 Penalty: 6075.816406
	Iteration 231Q: 3 clusters Score -2.54439e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205385 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -25443888.000000 Penalty: 6075.816406
	Iteration 232Q: 3 clusters Score -2.544389e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205405 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -25443882.000000 Penalty: 6075.816406
	Iteration 233Q: 3 clusters Score -2.544388e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205429 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -25443888.000000 Penalty: 6075.816406
	Iteration 234Q: 3 clusters Score -2.544389e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205456 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -25443916.000000 Penalty: 6075.816406
	Iteration 235Q: 3 clusters Score -2.544392e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205479 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -25443890.000000 Penalty: 6075.816406
	Iteration 236Q: 3 clusters Score -2.544389e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205508 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -25443886.000000 Penalty: 6075.816406
	Iteration 237Q: 3 clusters Score -2.544389e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205549 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -25443856.000000 Penalty: 6075.816406
	Iteration 238Q: 3 clusters Score -2.544386e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205592 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -25443862.000000 Penalty: 6075.816406
	Iteration 239Q: 3 clusters Score -2.544386e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205630 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -25443898.000000 Penalty: 6075.816406
	Iteration 240F: 3 clusters Score -2.54439e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205674 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -25443930.000000 Penalty: 6075.816406
	Iteration 241Q: 3 clusters Score -2.544393e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205725 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -25443908.000000 Penalty: 6075.816406
	Iteration 242Q: 3 clusters Score -2.544391e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205766 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -25443900.000000 Penalty: 6075.816406
	Iteration 243Q: 3 clusters Score -2.54439e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205801 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -25443872.000000 Penalty: 6075.816406
	Iteration 244Q: 3 clusters Score -2.544387e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205829 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -25443876.000000 Penalty: 6075.816406
	Iteration 245Q: 3 clusters Score -2.544388e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205857 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -25443874.000000 Penalty: 6075.816406
	Iteration 246Q: 3 clusters Score -2.544387e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205880 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -25443890.000000 Penalty: 6075.816406
	Iteration 247Q: 3 clusters Score -2.544389e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205907 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -25443880.000000 Penalty: 6075.816406
	Iteration 248Q: 3 clusters Score -2.544388e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205932 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -25443878.000000 Penalty: 6075.816406
	Iteration 249Q: 3 clusters Score -2.544388e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205959 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -25443882.000000 Penalty: 6075.816406
	Iteration 250Q: 3 clusters Score -2.544388e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205986 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -25443898.000000 Penalty: 6075.816406
	Iteration 251Q: 3 clusters Score -2.54439e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206011 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -25443870.000000 Penalty: 6075.816406
	Iteration 252Q: 3 clusters Score -2.544387e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206032 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -25443884.000000 Penalty: 6075.816406
	Iteration 253Q: 3 clusters Score -2.544388e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206048 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -25443884.000000 Penalty: 6075.816406
	Iteration 254Q: 3 clusters Score -2.544388e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206060 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -25443862.000000 Penalty: 6075.816406
	Iteration 255Q: 3 clusters Score -2.544386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206077 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -25443880.000000 Penalty: 6075.816406
	Iteration 256Q: 3 clusters Score -2.544388e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206086 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -25443874.000000 Penalty: 6075.816406
	Iteration 257Q: 3 clusters Score -2.544387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206098 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -25443904.000000 Penalty: 6075.816406
	Iteration 258Q: 3 clusters Score -2.54439e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206113 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -25443908.000000 Penalty: 6075.816406
	Iteration 259Q: 3 clusters Score -2.544391e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206126 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -25443916.000000 Penalty: 6075.816406
	Iteration 260F: 3 clusters Score -2.544392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206140 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -25443888.000000 Penalty: 6075.816406
	Iteration 261Q: 3 clusters Score -2.544389e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206154 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -25443930.000000 Penalty: 6075.816406
	Iteration 262Q: 3 clusters Score -2.544393e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206170 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -25443922.000000 Penalty: 6075.816406
	Iteration 263Q: 3 clusters Score -2.544392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206186 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -25443946.000000 Penalty: 6075.816406
	Iteration 264Q: 3 clusters Score -2.544395e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206207 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -25443928.000000 Penalty: 6075.816406
	Iteration 265Q: 3 clusters Score -2.544393e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206230 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -25443932.000000 Penalty: 6075.816406
	Iteration 266Q: 3 clusters Score -2.544393e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206252 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -25443922.000000 Penalty: 6075.816406
	Iteration 267Q: 3 clusters Score -2.544392e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206272 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -25443926.000000 Penalty: 6075.816406
	Iteration 268Q: 3 clusters Score -2.544393e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206283 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -25443918.000000 Penalty: 6075.816406
	Iteration 269Q: 3 clusters Score -2.544392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206297 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -25443918.000000 Penalty: 6075.816406
	Iteration 270Q: 3 clusters Score -2.544392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206308 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -25443912.000000 Penalty: 6075.816406
	Iteration 271Q: 3 clusters Score -2.544391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206319 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -25443902.000000 Penalty: 6075.816406
	Iteration 272Q: 3 clusters Score -2.54439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206330 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -25443930.000000 Penalty: 6075.816406
	Iteration 273Q: 3 clusters Score -2.544393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206337 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -25443920.000000 Penalty: 6075.816406
	Iteration 274Q: 3 clusters Score -2.544392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206349 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -25443926.000000 Penalty: 6075.816406
	Iteration 275Q: 3 clusters Score -2.544393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206352 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -25443924.000000 Penalty: 6075.816406
	Iteration 276Q: 3 clusters Score -2.544392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206354 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -25443916.000000 Penalty: 6075.816406
	Iteration 277Q: 3 clusters Score -2.544392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206356 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -25443928.000000 Penalty: 6075.816406
	Iteration 278Q: 3 clusters Score -2.544393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206359 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -25443908.000000 Penalty: 6075.816406
	Iteration 279Q: 3 clusters Score -2.544391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206364 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -25443928.000000 Penalty: 6075.816406
	Iteration 280F: 3 clusters Score -2.544393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206366 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -25443914.000000 Penalty: 6075.816406
	Iteration 281Q: 3 clusters Score -2.544391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206369 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -25443926.000000 Penalty: 6075.816406
	Iteration 282Q: 3 clusters Score -2.544393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206372 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -25443928.000000 Penalty: 6075.816406
	Iteration 283Q: 3 clusters Score -2.544393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206371 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -25443924.000000 Penalty: 6075.816406
	Iteration 284Q: 3 clusters Score -2.544392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206372 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -25443928.000000 Penalty: 6075.816406
	Iteration 285Q: 3 clusters Score -2.544393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206375 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -25443924.000000 Penalty: 6075.816406
	Iteration 286Q: 3 clusters Score -2.544392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206378 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -25443932.000000 Penalty: 6075.816406
	Iteration 287Q: 3 clusters Score -2.544393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206381 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -25443908.000000 Penalty: 6075.816406
	Iteration 288Q: 3 clusters Score -2.544391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206381 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -25443914.000000 Penalty: 6075.816406
	Iteration 289Q: 3 clusters Score -2.544391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206382 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -25443926.000000 Penalty: 6075.816406
	Iteration 290Q: 3 clusters Score -2.544393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206383 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -25443926.000000 Penalty: 6075.816406
	Iteration 291Q: 3 clusters Score -2.544393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206385 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -25443928.000000 Penalty: 6075.816406
	Iteration 292Q: 3 clusters Score -2.544393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206386 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -25443934.000000 Penalty: 6075.816406
	Iteration 293Q: 3 clusters Score -2.544393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206387 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -25443934.000000 Penalty: 6075.816406
	Iteration 294Q: 3 clusters Score -2.544393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206390 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -25443926.000000 Penalty: 6075.816406
	Iteration 295Q: 3 clusters Score -2.544393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206393 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -25443916.000000 Penalty: 6075.816406
	Iteration 296Q: 3 clusters Score -2.544392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206400 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -25443902.000000 Penalty: 6075.816406
	Iteration 297Q: 3 clusters Score -2.54439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206405 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -25443896.000000 Penalty: 6075.816406
	Iteration 298Q: 3 clusters Score -2.54439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206409 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -25443916.000000 Penalty: 6075.816406
	Iteration 299Q: 3 clusters Score -2.544392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206412 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -25443922.000000 Penalty: 6075.816406
	Iteration 300F: 3 clusters Score -2.544392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206413 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -25443922.000000 Penalty: 6075.816406
	Iteration 301Q: 3 clusters Score -2.544392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206414 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -25443910.000000 Penalty: 6075.816406
	Iteration 302Q: 3 clusters Score -2.544391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206415 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -25443916.000000 Penalty: 6075.816406
	Iteration 303Q: 3 clusters Score -2.544392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206415 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -25443916.000000 Penalty: 6075.816406
	Iteration 304F: 3 clusters Score -2.544392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Entering Unmasked Estep 
Score: -427767.687500 Penalty: 2040.720337
	Iteration 0F: 2 clusters Score -427767.7 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 1865 members 
Entering Unmasked Estep 
Score: -424088.343750 Penalty: 4081.440674
	Iteration 0F: 3 clusters Score -424088.3 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -424911.625000 Penalty: 4081.440674
	Iteration 1F: 3 clusters Score -424911.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -425170.468750 Penalty: 4081.440674
	Iteration 2F: 3 clusters Score -425170.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -425339.187500 Penalty: 4081.440674
	Iteration 3F: 3 clusters Score -425339.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -425448.718750 Penalty: 4081.440674
	Iteration 4Q: 3 clusters Score -425448.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -425510.781250 Penalty: 4081.440674
	Iteration 5Q: 3 clusters Score -425510.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -425559.531250 Penalty: 4081.440674
	Iteration 6Q: 3 clusters Score -425559.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -425599.500000 Penalty: 4081.440674
	Iteration 7Q: 3 clusters Score -425599.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -425638.843750 Penalty: 4081.440674
	Iteration 8Q: 3 clusters Score -425638.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -425675.593750 Penalty: 4081.440674
	Iteration 9Q: 3 clusters Score -425675.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -425704.218750 Penalty: 4081.440674
	Iteration 10Q: 3 clusters Score -425704.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -425721.406250 Penalty: 4081.440674
	Iteration 11Q: 3 clusters Score -425721.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -425733.718750 Penalty: 4081.440674
	Iteration 12Q: 3 clusters Score -425733.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -425744.906250 Penalty: 4081.440674
	Iteration 13Q: 3 clusters Score -425744.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -425758.500000 Penalty: 4081.440674
	Iteration 14Q: 3 clusters Score -425758.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -425774.031250 Penalty: 4081.440674
	Iteration 15Q: 3 clusters Score -425774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -425784.843750 Penalty: 4081.440674
	Iteration 16Q: 3 clusters Score -425784.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -425793.125000 Penalty: 4081.440674
	Iteration 17Q: 3 clusters Score -425793.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -425802.906250 Penalty: 4081.440674
	Iteration 18Q: 3 clusters Score -425802.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -425810.937500 Penalty: 4081.440674
	Iteration 19Q: 3 clusters Score -425810.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -425820.125000 Penalty: 4081.440674
	Iteration 20F: 3 clusters Score -425820.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -425832.218750 Penalty: 4081.440674
	Iteration 21Q: 3 clusters Score -425832.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -425837.125000 Penalty: 4081.440674
	Iteration 22Q: 3 clusters Score -425837.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -425841.187500 Penalty: 4081.440674
	Iteration 23Q: 3 clusters Score -425841.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -425845.968750 Penalty: 4081.440674
	Iteration 24Q: 3 clusters Score -425846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -425850.593750 Penalty: 4081.440674
	Iteration 25Q: 3 clusters Score -425850.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -425853.468750 Penalty: 4081.440674
	Iteration 26Q: 3 clusters Score -425853.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -425857.437500 Penalty: 4081.440674
	Iteration 27Q: 3 clusters Score -425857.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -425860.187500 Penalty: 4081.440674
	Iteration 28Q: 3 clusters Score -425860.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -425861.687500 Penalty: 4081.440674
	Iteration 29Q: 3 clusters Score -425861.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -425863.750000 Penalty: 4081.440674
	Iteration 30Q: 3 clusters Score -425863.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -425866.781250 Penalty: 4081.440674
	Iteration 31Q: 3 clusters Score -425866.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -425869.218750 Penalty: 4081.440674
	Iteration 32Q: 3 clusters Score -425869.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -425869.812500 Penalty: 4081.440674
	Iteration 33Q: 3 clusters Score -425869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -425872.187500 Penalty: 4081.440674
	Iteration 34Q: 3 clusters Score -425872.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -425874.406250 Penalty: 4081.440674
	Iteration 35Q: 3 clusters Score -425874.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -425877.718750 Penalty: 4081.440674
	Iteration 36Q: 3 clusters Score -425877.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -425880.843750 Penalty: 4081.440674
	Iteration 37Q: 3 clusters Score -425880.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -425883.843750 Penalty: 4081.440674
	Iteration 38Q: 3 clusters Score -425883.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -425887.593750 Penalty: 4081.440674
	Iteration 39Q: 3 clusters Score -425887.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -425893.093750 Penalty: 4081.440674
	Iteration 40F: 3 clusters Score -425893.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -425898.500000 Penalty: 4081.440674
	Iteration 41Q: 3 clusters Score -425898.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -425903.000000 Penalty: 4081.440674
	Iteration 42Q: 3 clusters Score -425903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -425909.156250 Penalty: 4081.440674
	Iteration 43Q: 3 clusters Score -425909.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -425915.187500 Penalty: 4081.440674
	Iteration 44Q: 3 clusters Score -425915.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -425923.062500 Penalty: 4081.440674
	Iteration 45Q: 3 clusters Score -425923.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -425931.000000 Penalty: 4081.440674
	Iteration 46Q: 3 clusters Score -425931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -425939.312500 Penalty: 4081.440674
	Iteration 47Q: 3 clusters Score -425939.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -425953.062500 Penalty: 4081.440674
	Iteration 48Q: 3 clusters Score -425953.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -425961.281250 Penalty: 4081.440674
	Iteration 49Q: 3 clusters Score -425961.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -425973.437500 Penalty: 4081.440674
	Iteration 50Q: 3 clusters Score -425973.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -425991.093750 Penalty: 4081.440674
	Iteration 51Q: 3 clusters Score -425991.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -426002.781250 Penalty: 4081.440674
	Iteration 52Q: 3 clusters Score -426002.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -426013.843750 Penalty: 4081.440674
	Iteration 53Q: 3 clusters Score -426013.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -426024.593750 Penalty: 4081.440674
	Iteration 54Q: 3 clusters Score -426024.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -426032.593750 Penalty: 4081.440674
	Iteration 55Q: 3 clusters Score -426032.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -426040.531250 Penalty: 4081.440674
	Iteration 56Q: 3 clusters Score -426040.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -426049.468750 Penalty: 4081.440674
	Iteration 57Q: 3 clusters Score -426049.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -426063.531250 Penalty: 4081.440674
	Iteration 58Q: 3 clusters Score -426063.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -426077.281250 Penalty: 4081.440674
	Iteration 59Q: 3 clusters Score -426077.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -426095.750000 Penalty: 4081.440674
	Iteration 60F: 3 clusters Score -426095.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -426111.593750 Penalty: 4081.440674
	Iteration 61Q: 3 clusters Score -426111.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -426124.906250 Penalty: 4081.440674
	Iteration 62Q: 3 clusters Score -426124.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -426137.937500 Penalty: 4081.440674
	Iteration 63Q: 3 clusters Score -426137.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -426152.343750 Penalty: 4081.440674
	Iteration 64Q: 3 clusters Score -426152.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -426168.906250 Penalty: 4081.440674
	Iteration 65Q: 3 clusters Score -426168.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -426175.437500 Penalty: 4081.440674
	Iteration 66Q: 3 clusters Score -426175.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -426179.781250 Penalty: 4081.440674
	Iteration 67Q: 3 clusters Score -426179.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -426182.500000 Penalty: 4081.440674
	Iteration 68Q: 3 clusters Score -426182.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -426185.343750 Penalty: 4081.440674
	Iteration 69Q: 3 clusters Score -426185.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -426189.906250 Penalty: 4081.440674
	Iteration 70Q: 3 clusters Score -426189.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -426193.531250 Penalty: 4081.440674
	Iteration 71Q: 3 clusters Score -426193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -426194.375000 Penalty: 4081.440674
	Iteration 72Q: 3 clusters Score -426194.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -426195.218750 Penalty: 4081.440674
	Iteration 73Q: 3 clusters Score -426195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -426195.406250 Penalty: 4081.440674
	Iteration 74Q: 3 clusters Score -426195.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -426197.875000 Penalty: 4081.440674
	Iteration 75Q: 3 clusters Score -426197.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -426199.000000 Penalty: 4081.440674
	Iteration 76Q: 3 clusters Score -426199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -426203.343750 Penalty: 4081.440674
	Iteration 77Q: 3 clusters Score -426203.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -426205.937500 Penalty: 4081.440674
	Iteration 78Q: 3 clusters Score -426205.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -426209.718750 Penalty: 4081.440674
	Iteration 79Q: 3 clusters Score -426209.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -426214.375000 Penalty: 4081.440674
	Iteration 80F: 3 clusters Score -426214.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -426216.687500 Penalty: 4081.440674
	Iteration 81Q: 3 clusters Score -426216.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -426220.843750 Penalty: 4081.440674
	Iteration 82Q: 3 clusters Score -426220.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -426223.281250 Penalty: 4081.440674
	Iteration 83Q: 3 clusters Score -426223.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -426227.625000 Penalty: 4081.440674
	Iteration 84Q: 3 clusters Score -426227.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -426229.312500 Penalty: 4081.440674
	Iteration 85Q: 3 clusters Score -426229.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -426230.687500 Penalty: 4081.440674
	Iteration 86Q: 3 clusters Score -426230.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -426232.062500 Penalty: 4081.440674
	Iteration 87Q: 3 clusters Score -426232.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -426232.437500 Penalty: 4081.440674
	Iteration 88Q: 3 clusters Score -426232.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -426232.656250 Penalty: 4081.440674
	Iteration 89Q: 3 clusters Score -426232.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -426232.656250 Penalty: 4081.440674
	Iteration 90F: 3 clusters Score -426232.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (237282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237282 members 
Entering Unmasked Estep 
Score: -28753894.000000 Penalty: 3069.497070
	Iteration 0F: 2 clusters Score -2.875389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118545 members 
Mstep: Class 2 contains 118737 members 
Entering Unmasked Estep 
Score: -28603828.000000 Penalty: 6138.994141
	Iteration 0F: 3 clusters Score -2.860383e+07 nChanged 114237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117034 members 
Mstep: Class 2 contains 120248 members 
Entering Unmasked Estep 
Score: -28670678.000000 Penalty: 6138.994141
	Iteration 1F: 3 clusters Score -2.867068e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115765 members 
Mstep: Class 2 contains 121517 members 
Entering Unmasked Estep 
Score: -28672438.000000 Penalty: 6138.994141
	Iteration 2Q: 3 clusters Score -2.867244e+07 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113688 members 
Mstep: Class 2 contains 123594 members 
Entering Unmasked Estep 
Score: -28675398.000000 Penalty: 6138.994141
	Iteration 3Q: 3 clusters Score -2.86754e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110268 members 
Mstep: Class 2 contains 127014 members 
Entering Unmasked Estep 
Score: -28679728.000000 Penalty: 6138.994141
	Iteration 4Q: 3 clusters Score -2.867973e+07 nChanged 12660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104804 members 
Mstep: Class 2 contains 132478 members 
Entering Unmasked Estep 
Score: -28686548.000000 Penalty: 6138.994141
	Iteration 5F: 3 clusters Score -2.868655e+07 nChanged 15360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97120 members 
Mstep: Class 2 contains 140162 members 
Entering Unmasked Estep 
Score: -28697346.000000 Penalty: 6138.994141
	Iteration 6F: 3 clusters Score -2.869735e+07 nChanged 17603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87993 members 
Mstep: Class 2 contains 149289 members 
Entering Unmasked Estep 
Score: -28712256.000000 Penalty: 6138.994141
	Iteration 7F: 3 clusters Score -2.871226e+07 nChanged 16704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80249 members 
Mstep: Class 2 contains 157033 members 
Entering Unmasked Estep 
Score: -28725492.000000 Penalty: 6138.994141
	Iteration 8F: 3 clusters Score -2.872549e+07 nChanged 12522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 162503 members 
Entering Unmasked Estep 
Score: -28732496.000000 Penalty: 6138.994141
	Iteration 9F: 3 clusters Score -2.87325e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 166740 members 
Entering Unmasked Estep 
Score: -28735240.000000 Penalty: 6138.994141
	Iteration 10Q: 3 clusters Score -2.873524e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Mstep: Class 2 contains 170629 members 
Entering Unmasked Estep 
Score: -28737226.000000 Penalty: 6138.994141
	Iteration 11Q: 3 clusters Score -2.873723e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 174365 members 
Entering Unmasked Estep 
Score: -28738638.000000 Penalty: 6138.994141
	Iteration 12Q: 3 clusters Score -2.873864e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 178029 members 
Entering Unmasked Estep 
Score: -28739724.000000 Penalty: 6138.994141
	Iteration 13Q: 3 clusters Score -2.873972e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 181492 members 
Entering Unmasked Estep 
Score: -28741060.000000 Penalty: 6138.994141
	Iteration 14Q: 3 clusters Score -2.874106e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 184870 members 
Entering Unmasked Estep 
Score: -28742184.000000 Penalty: 6138.994141
	Iteration 15Q: 3 clusters Score -2.874218e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 188010 members 
Entering Unmasked Estep 
Score: -28743372.000000 Penalty: 6138.994141
	Iteration 16Q: 3 clusters Score -2.874337e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 191099 members 
Entering Unmasked Estep 
Score: -28744376.000000 Penalty: 6138.994141
	Iteration 17Q: 3 clusters Score -2.874438e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 193999 members 
Entering Unmasked Estep 
Score: -28745436.000000 Penalty: 6138.994141
	Iteration 18Q: 3 clusters Score -2.874544e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 196841 members 
Entering Unmasked Estep 
Score: -28746148.000000 Penalty: 6138.994141
	Iteration 19Q: 3 clusters Score -2.874615e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 199595 members 
Entering Unmasked Estep 
Score: -28746864.000000 Penalty: 6138.994141
	Iteration 20F: 3 clusters Score -2.874686e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 202302 members 
Entering Unmasked Estep 
Score: -28747572.000000 Penalty: 6138.994141
	Iteration 21Q: 3 clusters Score -2.874757e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 204866 members 
Entering Unmasked Estep 
Score: -28748072.000000 Penalty: 6138.994141
	Iteration 22Q: 3 clusters Score -2.874807e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 207397 members 
Entering Unmasked Estep 
Score: -28748608.000000 Penalty: 6138.994141
	Iteration 23Q: 3 clusters Score -2.874861e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 209866 members 
Entering Unmasked Estep 
Score: -28748924.000000 Penalty: 6138.994141
	Iteration 24Q: 3 clusters Score -2.874892e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 212235 members 
Entering Unmasked Estep 
Score: -28749328.000000 Penalty: 6138.994141
	Iteration 25Q: 3 clusters Score -2.874933e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 214393 members 
Entering Unmasked Estep 
Score: -28749702.000000 Penalty: 6138.994141
	Iteration 26Q: 3 clusters Score -2.87497e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 216443 members 
Entering Unmasked Estep 
Score: -28750020.000000 Penalty: 6138.994141
	Iteration 27Q: 3 clusters Score -2.875002e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 218351 members 
Entering Unmasked Estep 
Score: -28750318.000000 Penalty: 6138.994141
	Iteration 28Q: 3 clusters Score -2.875032e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 220065 members 
Entering Unmasked Estep 
Score: -28750688.000000 Penalty: 6138.994141
	Iteration 29Q: 3 clusters Score -2.875069e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 221580 members 
Entering Unmasked Estep 
Score: -28750790.000000 Penalty: 6138.994141
	Iteration 30Q: 3 clusters Score -2.875079e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 222960 members 
Entering Unmasked Estep 
Score: -28751008.000000 Penalty: 6138.994141
	Iteration 31Q: 3 clusters Score -2.875101e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 224180 members 
Entering Unmasked Estep 
Score: -28751188.000000 Penalty: 6138.994141
	Iteration 32Q: 3 clusters Score -2.875119e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 225267 members 
Entering Unmasked Estep 
Score: -28751372.000000 Penalty: 6138.994141
	Iteration 33Q: 3 clusters Score -2.875137e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 226219 members 
Entering Unmasked Estep 
Score: -28751484.000000 Penalty: 6138.994141
	Iteration 34Q: 3 clusters Score -2.875148e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 227106 members 
Entering Unmasked Estep 
Score: -28751640.000000 Penalty: 6138.994141
	Iteration 35Q: 3 clusters Score -2.875164e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 227923 members 
Entering Unmasked Estep 
Score: -28751818.000000 Penalty: 6138.994141
	Iteration 36Q: 3 clusters Score -2.875182e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 228650 members 
Entering Unmasked Estep 
Score: -28751956.000000 Penalty: 6138.994141
	Iteration 37Q: 3 clusters Score -2.875196e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 229279 members 
Entering Unmasked Estep 
Score: -28752046.000000 Penalty: 6138.994141
	Iteration 38Q: 3 clusters Score -2.875205e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 229881 members 
Entering Unmasked Estep 
Score: -28752042.000000 Penalty: 6138.994141
	Iteration 39Q: 3 clusters Score -2.875204e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 230460 members 
Entering Unmasked Estep 
Score: -28752162.000000 Penalty: 6138.994141
	Iteration 40F: 3 clusters Score -2.875216e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 230948 members 
Entering Unmasked Estep 
Score: -28752154.000000 Penalty: 6138.994141
	Iteration 41Q: 3 clusters Score -2.875215e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 231388 members 
Entering Unmasked Estep 
Score: -28752196.000000 Penalty: 6138.994141
	Iteration 42Q: 3 clusters Score -2.87522e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 231785 members 
Entering Unmasked Estep 
Score: -28752278.000000 Penalty: 6138.994141
	Iteration 43Q: 3 clusters Score -2.875228e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 232182 members 
Entering Unmasked Estep 
Score: -28752332.000000 Penalty: 6138.994141
	Iteration 44Q: 3 clusters Score -2.875233e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 232513 members 
Entering Unmasked Estep 
Score: -28752356.000000 Penalty: 6138.994141
	Iteration 45Q: 3 clusters Score -2.875236e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 232794 members 
Entering Unmasked Estep 
Score: -28752326.000000 Penalty: 6138.994141
	Iteration 46Q: 3 clusters Score -2.875233e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 233055 members 
Entering Unmasked Estep 
Score: -28752330.000000 Penalty: 6138.994141
	Iteration 47Q: 3 clusters Score -2.875233e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 233295 members 
Entering Unmasked Estep 
Score: -28752358.000000 Penalty: 6138.994141
	Iteration 48Q: 3 clusters Score -2.875236e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 233496 members 
Entering Unmasked Estep 
Score: -28752402.000000 Penalty: 6138.994141
	Iteration 49Q: 3 clusters Score -2.87524e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 233673 members 
Entering Unmasked Estep 
Score: -28752450.000000 Penalty: 6138.994141
	Iteration 50Q: 3 clusters Score -2.875245e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 233815 members 
Entering Unmasked Estep 
Score: -28752480.000000 Penalty: 6138.994141
	Iteration 51Q: 3 clusters Score -2.875248e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 233952 members 
Entering Unmasked Estep 
Score: -28752474.000000 Penalty: 6138.994141
	Iteration 52Q: 3 clusters Score -2.875247e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 234050 members 
Entering Unmasked Estep 
Score: -28752464.000000 Penalty: 6138.994141
	Iteration 53Q: 3 clusters Score -2.875246e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 234145 members 
Entering Unmasked Estep 
Score: -28752474.000000 Penalty: 6138.994141
	Iteration 54Q: 3 clusters Score -2.875247e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 234228 members 
Entering Unmasked Estep 
Score: -28752468.000000 Penalty: 6138.994141
	Iteration 55Q: 3 clusters Score -2.875247e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 234301 members 
Entering Unmasked Estep 
Score: -28752434.000000 Penalty: 6138.994141
	Iteration 56Q: 3 clusters Score -2.875243e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 234373 members 
Entering Unmasked Estep 
Score: -28752398.000000 Penalty: 6138.994141
	Iteration 57Q: 3 clusters Score -2.87524e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 234444 members 
Entering Unmasked Estep 
Score: -28752424.000000 Penalty: 6138.994141
	Iteration 58Q: 3 clusters Score -2.875242e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 234501 members 
Entering Unmasked Estep 
Score: -28752438.000000 Penalty: 6138.994141
	Iteration 59Q: 3 clusters Score -2.875244e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 234543 members 
Entering Unmasked Estep 
Score: -28752460.000000 Penalty: 6138.994141
	Iteration 60F: 3 clusters Score -2.875246e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 234591 members 
Entering Unmasked Estep 
Score: -28752466.000000 Penalty: 6138.994141
	Iteration 61Q: 3 clusters Score -2.875247e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 234627 members 
Entering Unmasked Estep 
Score: -28752492.000000 Penalty: 6138.994141
	Iteration 62Q: 3 clusters Score -2.875249e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 234667 members 
Entering Unmasked Estep 
Score: -28752458.000000 Penalty: 6138.994141
	Iteration 63Q: 3 clusters Score -2.875246e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 234709 members 
Entering Unmasked Estep 
Score: -28752470.000000 Penalty: 6138.994141
	Iteration 64Q: 3 clusters Score -2.875247e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 234743 members 
Entering Unmasked Estep 
Score: -28752476.000000 Penalty: 6138.994141
	Iteration 65Q: 3 clusters Score -2.875248e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 234771 members 
Entering Unmasked Estep 
Score: -28752480.000000 Penalty: 6138.994141
	Iteration 66Q: 3 clusters Score -2.875248e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 234796 members 
Entering Unmasked Estep 
Score: -28752498.000000 Penalty: 6138.994141
	Iteration 67Q: 3 clusters Score -2.87525e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 234818 members 
Entering Unmasked Estep 
Score: -28752494.000000 Penalty: 6138.994141
	Iteration 68Q: 3 clusters Score -2.875249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 234838 members 
Entering Unmasked Estep 
Score: -28752538.000000 Penalty: 6138.994141
	Iteration 69Q: 3 clusters Score -2.875254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 234853 members 
Entering Unmasked Estep 
Score: -28752510.000000 Penalty: 6138.994141
	Iteration 70Q: 3 clusters Score -2.875251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 234871 members 
Entering Unmasked Estep 
Score: -28752488.000000 Penalty: 6138.994141
	Iteration 71Q: 3 clusters Score -2.875249e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 234890 members 
Entering Unmasked Estep 
Score: -28752500.000000 Penalty: 6138.994141
	Iteration 72Q: 3 clusters Score -2.87525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 234905 members 
Entering Unmasked Estep 
Score: -28752516.000000 Penalty: 6138.994141
	Iteration 73Q: 3 clusters Score -2.875252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 234916 members 
Entering Unmasked Estep 
Score: -28752484.000000 Penalty: 6138.994141
	Iteration 74Q: 3 clusters Score -2.875248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 234927 members 
Entering Unmasked Estep 
Score: -28752484.000000 Penalty: 6138.994141
	Iteration 75Q: 3 clusters Score -2.875248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 234941 members 
Entering Unmasked Estep 
Score: -28752484.000000 Penalty: 6138.994141
	Iteration 76Q: 3 clusters Score -2.875248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 234948 members 
Entering Unmasked Estep 
Score: -28752472.000000 Penalty: 6138.994141
	Iteration 77Q: 3 clusters Score -2.875247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 234953 members 
Entering Unmasked Estep 
Score: -28752472.000000 Penalty: 6138.994141
	Iteration 78Q: 3 clusters Score -2.875247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 234956 members 
Entering Unmasked Estep 
Score: -28752484.000000 Penalty: 6138.994141
	Iteration 79Q: 3 clusters Score -2.875248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 234958 members 
Entering Unmasked Estep 
Score: -28752474.000000 Penalty: 6138.994141
	Iteration 80F: 3 clusters Score -2.875247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 234960 members 
Entering Unmasked Estep 
Score: -28752478.000000 Penalty: 6138.994141
	Iteration 81Q: 3 clusters Score -2.875248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 234962 members 
Entering Unmasked Estep 
Score: -28752478.000000 Penalty: 6138.994141
	Iteration 82Q: 3 clusters Score -2.875248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 234963 members 
Entering Unmasked Estep 
Score: -28752482.000000 Penalty: 6138.994141
	Iteration 83Q: 3 clusters Score -2.875248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 234963 members 
Entering Unmasked Estep 
Score: -28752482.000000 Penalty: 6138.994141
	Iteration 84F: 3 clusters Score -2.875248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -95907.609375 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -95907.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -94041.054688 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -94041.05 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -94316.632812 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -94316.63 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -94391.390625 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -94391.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -94433.117188 Penalty: 3399.236328
	Iteration 3Q: 3 clusters Score -94433.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -94468.382812 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -94468.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -94489.578125 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -94489.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94505.085938 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -94505.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94514.000000 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -94514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94521.390625 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -94521.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -94532.507812 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -94532.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -94539.804688 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -94539.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -94546.843750 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -94546.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -94549.257812 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -94549.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -94550.078125 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -94550.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -94550.078125 Penalty: 3399.236328
	Iteration 14F: 3 clusters Score -94550.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Entering Unmasked Estep 
Score: -1313035.625000 Penalty: 2313.859131
	Iteration 0F: 2 clusters Score -1313036 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 5648 members 
Entering Unmasked Estep 
Score: -1304582.750000 Penalty: 4627.718262
	Iteration 0F: 3 clusters Score -1304583 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1307090.875000 Penalty: 4627.718262
	Iteration 1F: 3 clusters Score -1307091 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1307637.750000 Penalty: 4627.718262
	Iteration 2F: 3 clusters Score -1307638 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1308253.250000 Penalty: 4627.718262
	Iteration 3F: 3 clusters Score -1308253 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1308805.625000 Penalty: 4627.718262
	Iteration 4F: 3 clusters Score -1308806 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1309342.750000 Penalty: 4627.718262
	Iteration 5F: 3 clusters Score -1309343 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1309912.625000 Penalty: 4627.718262
	Iteration 6F: 3 clusters Score -1309913 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1310428.750000 Penalty: 4627.718262
	Iteration 7F: 3 clusters Score -1310429 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1310879.000000 Penalty: 4627.718262
	Iteration 8F: 3 clusters Score -1310879 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1311175.750000 Penalty: 4627.718262
	Iteration 9Q: 3 clusters Score -1311176 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1311352.500000 Penalty: 4627.718262
	Iteration 10Q: 3 clusters Score -1311352 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1311461.000000 Penalty: 4627.718262
	Iteration 11Q: 3 clusters Score -1311461 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1311527.375000 Penalty: 4627.718262
	Iteration 12Q: 3 clusters Score -1311527 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1311576.625000 Penalty: 4627.718262
	Iteration 13Q: 3 clusters Score -1311577 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1311627.250000 Penalty: 4627.718262
	Iteration 14Q: 3 clusters Score -1311627 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1311669.250000 Penalty: 4627.718262
	Iteration 15Q: 3 clusters Score -1311669 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1311698.625000 Penalty: 4627.718262
	Iteration 16Q: 3 clusters Score -1311699 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1311729.625000 Penalty: 4627.718262
	Iteration 17Q: 3 clusters Score -1311730 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1311759.375000 Penalty: 4627.718262
	Iteration 18Q: 3 clusters Score -1311759 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1311786.750000 Penalty: 4627.718262
	Iteration 19Q: 3 clusters Score -1311787 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1311809.750000 Penalty: 4627.718262
	Iteration 20F: 3 clusters Score -1311810 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1311840.875000 Penalty: 4627.718262
	Iteration 21Q: 3 clusters Score -1311841 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1311866.000000 Penalty: 4627.718262
	Iteration 22Q: 3 clusters Score -1311866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1311884.250000 Penalty: 4627.718262
	Iteration 23Q: 3 clusters Score -1311884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1311901.250000 Penalty: 4627.718262
	Iteration 24Q: 3 clusters Score -1311901 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1311913.500000 Penalty: 4627.718262
	Iteration 25Q: 3 clusters Score -1311914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1311922.750000 Penalty: 4627.718262
	Iteration 26Q: 3 clusters Score -1311923 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1311938.375000 Penalty: 4627.718262
	Iteration 27Q: 3 clusters Score -1311938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1311940.000000 Penalty: 4627.718262
	Iteration 28Q: 3 clusters Score -1311940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1311951.000000 Penalty: 4627.718262
	Iteration 29Q: 3 clusters Score -1311951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1311955.625000 Penalty: 4627.718262
	Iteration 30Q: 3 clusters Score -1311956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1311963.375000 Penalty: 4627.718262
	Iteration 31Q: 3 clusters Score -1311963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1311971.250000 Penalty: 4627.718262
	Iteration 32Q: 3 clusters Score -1311971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1311975.125000 Penalty: 4627.718262
	Iteration 33Q: 3 clusters Score -1311975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1311979.750000 Penalty: 4627.718262
	Iteration 34Q: 3 clusters Score -1311980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1311984.125000 Penalty: 4627.718262
	Iteration 35Q: 3 clusters Score -1311984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1311982.875000 Penalty: 4627.718262
	Iteration 36Q: 3 clusters Score -1311983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1311985.250000 Penalty: 4627.718262
	Iteration 37Q: 3 clusters Score -1311985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1311984.375000 Penalty: 4627.718262
	Iteration 38Q: 3 clusters Score -1311984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1311986.000000 Penalty: 4627.718262
	Iteration 39Q: 3 clusters Score -1311986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1311990.500000 Penalty: 4627.718262
	Iteration 40F: 3 clusters Score -1311990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1311989.000000 Penalty: 4627.718262
	Iteration 41Q: 3 clusters Score -1311989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1311995.250000 Penalty: 4627.718262
	Iteration 42Q: 3 clusters Score -1311995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1311996.875000 Penalty: 4627.718262
	Iteration 43Q: 3 clusters Score -1311997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1311996.000000 Penalty: 4627.718262
	Iteration 44Q: 3 clusters Score -1311996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1311995.875000 Penalty: 4627.718262
	Iteration 45Q: 3 clusters Score -1311996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1311999.750000 Penalty: 4627.718262
	Iteration 46Q: 3 clusters Score -1312000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1312003.000000 Penalty: 4627.718262
	Iteration 47Q: 3 clusters Score -1312003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1312006.125000 Penalty: 4627.718262
	Iteration 48Q: 3 clusters Score -1312006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1312006.500000 Penalty: 4627.718262
	Iteration 49Q: 3 clusters Score -1312006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1312006.625000 Penalty: 4627.718262
	Iteration 50Q: 3 clusters Score -1312007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1312008.625000 Penalty: 4627.718262
	Iteration 51Q: 3 clusters Score -1312009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1312008.500000 Penalty: 4627.718262
	Iteration 52Q: 3 clusters Score -1312008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1312012.750000 Penalty: 4627.718262
	Iteration 53Q: 3 clusters Score -1312013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1312013.875000 Penalty: 4627.718262
	Iteration 54Q: 3 clusters Score -1312014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1312019.500000 Penalty: 4627.718262
	Iteration 55Q: 3 clusters Score -1312020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1312019.125000 Penalty: 4627.718262
	Iteration 56Q: 3 clusters Score -1312019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1312024.375000 Penalty: 4627.718262
	Iteration 57Q: 3 clusters Score -1312024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1312032.875000 Penalty: 4627.718262
	Iteration 58Q: 3 clusters Score -1312033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1312039.125000 Penalty: 4627.718262
	Iteration 59Q: 3 clusters Score -1312039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1312046.500000 Penalty: 4627.718262
	Iteration 60F: 3 clusters Score -1312046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1312053.000000 Penalty: 4627.718262
	Iteration 61Q: 3 clusters Score -1312053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1312060.375000 Penalty: 4627.718262
	Iteration 62Q: 3 clusters Score -1312060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1312067.250000 Penalty: 4627.718262
	Iteration 63Q: 3 clusters Score -1312067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1312071.750000 Penalty: 4627.718262
	Iteration 64Q: 3 clusters Score -1312072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1312070.750000 Penalty: 4627.718262
	Iteration 65Q: 3 clusters Score -1312071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1312072.875000 Penalty: 4627.718262
	Iteration 66Q: 3 clusters Score -1312073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1312076.250000 Penalty: 4627.718262
	Iteration 67Q: 3 clusters Score -1312076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1312074.500000 Penalty: 4627.718262
	Iteration 68Q: 3 clusters Score -1312074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1312075.875000 Penalty: 4627.718262
	Iteration 69Q: 3 clusters Score -1312076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1312075.875000 Penalty: 4627.718262
	Iteration 70F: 3 clusters Score -1312076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Entering Unmasked Estep 
Score: -286602.062500 Penalty: 1952.085205
	Iteration 0F: 2 clusters Score -286602.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -283587.781250 Penalty: 3904.170410
	Iteration 0F: 3 clusters Score -283587.8 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -284135.781250 Penalty: 3904.170410
	Iteration 1F: 3 clusters Score -284135.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -284310.218750 Penalty: 3904.170410
	Iteration 2F: 3 clusters Score -284310.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -284427.656250 Penalty: 3904.170410
	Iteration 3F: 3 clusters Score -284427.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -284500.125000 Penalty: 3904.170410
	Iteration 4Q: 3 clusters Score -284500.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -284541.687500 Penalty: 3904.170410
	Iteration 5Q: 3 clusters Score -284541.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -284585.218750 Penalty: 3904.170410
	Iteration 6Q: 3 clusters Score -284585.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -284633.875000 Penalty: 3904.170410
	Iteration 7Q: 3 clusters Score -284633.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -284679.656250 Penalty: 3904.170410
	Iteration 8Q: 3 clusters Score -284679.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -284703.843750 Penalty: 3904.170410
	Iteration 9Q: 3 clusters Score -284703.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -284722.156250 Penalty: 3904.170410
	Iteration 10Q: 3 clusters Score -284722.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -284742.781250 Penalty: 3904.170410
	Iteration 11Q: 3 clusters Score -284742.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -284763.250000 Penalty: 3904.170410
	Iteration 12Q: 3 clusters Score -284763.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -284778.406250 Penalty: 3904.170410
	Iteration 13Q: 3 clusters Score -284778.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -284791.000000 Penalty: 3904.170410
	Iteration 14Q: 3 clusters Score -284791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -284800.031250 Penalty: 3904.170410
	Iteration 15Q: 3 clusters Score -284800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -284809.218750 Penalty: 3904.170410
	Iteration 16Q: 3 clusters Score -284809.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -284818.625000 Penalty: 3904.170410
	Iteration 17Q: 3 clusters Score -284818.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -284832.562500 Penalty: 3904.170410
	Iteration 18Q: 3 clusters Score -284832.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -284844.656250 Penalty: 3904.170410
	Iteration 19Q: 3 clusters Score -284844.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -284854.093750 Penalty: 3904.170410
	Iteration 20F: 3 clusters Score -284854.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -284864.031250 Penalty: 3904.170410
	Iteration 21Q: 3 clusters Score -284864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -284873.875000 Penalty: 3904.170410
	Iteration 22Q: 3 clusters Score -284873.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -284879.218750 Penalty: 3904.170410
	Iteration 23Q: 3 clusters Score -284879.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -284884.187500 Penalty: 3904.170410
	Iteration 24Q: 3 clusters Score -284884.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -284891.156250 Penalty: 3904.170410
	Iteration 25Q: 3 clusters Score -284891.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -284898.312500 Penalty: 3904.170410
	Iteration 26Q: 3 clusters Score -284898.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -284904.250000 Penalty: 3904.170410
	Iteration 27Q: 3 clusters Score -284904.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -284909.687500 Penalty: 3904.170410
	Iteration 28Q: 3 clusters Score -284909.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -284915.562500 Penalty: 3904.170410
	Iteration 29Q: 3 clusters Score -284915.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -284921.375000 Penalty: 3904.170410
	Iteration 30Q: 3 clusters Score -284921.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -284925.031250 Penalty: 3904.170410
	Iteration 31Q: 3 clusters Score -284925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -284927.781250 Penalty: 3904.170410
	Iteration 32Q: 3 clusters Score -284927.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -284929.500000 Penalty: 3904.170410
	Iteration 33Q: 3 clusters Score -284929.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -284930.625000 Penalty: 3904.170410
	Iteration 34Q: 3 clusters Score -284930.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -284930.625000 Penalty: 3904.170410
	Iteration 35F: 3 clusters Score -284930.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 85511 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25418 members 
Mstep: Class 6 contains 214499 members 
Mstep: Class 7 contains 65838 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8983 members 
Mstep: Class 12 contains 208904 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 237282 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11272 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299056.000000 Penalty: 57676.941406
Iteration 279Q: 18 clusters Score -1.042991e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 85572 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25422 members 
Mstep: Class 6 contains 214506 members 
Mstep: Class 7 contains 65841 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8983 members 
Mstep: Class 12 contains 208897 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 237194 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11293 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299264.000000 Penalty: 57676.941406
Iteration 280F: 18 clusters Score -1.042993e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 85633 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 214516 members 
Mstep: Class 7 contains 65839 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8983 members 
Mstep: Class 12 contains 208882 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 237104 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11319 members 
Mstep: Class 21 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299200.000000 Penalty: 57676.941406
Iteration 281Q: 18 clusters Score -1.042992e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 85672 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25437 members 
Mstep: Class 6 contains 214522 members 
Mstep: Class 7 contains 65839 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8982 members 
Mstep: Class 12 contains 208884 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 237024 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11347 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299104.000000 Penalty: 57676.941406
Iteration 282Q: 18 clusters Score -1.042991e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 85734 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25443 members 
Mstep: Class 6 contains 214518 members 
Mstep: Class 7 contains 65844 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8981 members 
Mstep: Class 12 contains 208877 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 236936 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11374 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299112.000000 Penalty: 57676.941406
Iteration 283Q: 18 clusters Score -1.042991e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 85787 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25449 members 
Mstep: Class 6 contains 214532 members 
Mstep: Class 7 contains 65843 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8980 members 
Mstep: Class 12 contains 208871 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 236847 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11398 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299080.000000 Penalty: 57676.941406
Iteration 284Q: 18 clusters Score -1.042991e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 85833 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25449 members 
Mstep: Class 6 contains 214544 members 
Mstep: Class 7 contains 65844 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8981 members 
Mstep: Class 12 contains 208857 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 236781 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11418 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299024.000000 Penalty: 57676.941406
Iteration 285Q: 18 clusters Score -1.04299e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 85894 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25453 members 
Mstep: Class 6 contains 214553 members 
Mstep: Class 7 contains 65843 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 208843 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 236707 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11430 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298936.000000 Penalty: 57676.941406
Iteration 286Q: 18 clusters Score -1.042989e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 85940 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25458 members 
Mstep: Class 6 contains 214566 members 
Mstep: Class 7 contains 65844 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8989 members 
Mstep: Class 12 contains 208827 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 236632 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11452 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299096.000000 Penalty: 57676.941406
Iteration 287Q: 18 clusters Score -1.042991e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 85976 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25462 members 
Mstep: Class 6 contains 214588 members 
Mstep: Class 7 contains 65845 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8995 members 
Mstep: Class 12 contains 208804 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 236563 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11475 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299040.000000 Penalty: 57676.941406
Iteration 288Q: 18 clusters Score -1.04299e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86021 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25466 members 
Mstep: Class 6 contains 214599 members 
Mstep: Class 7 contains 65844 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9000 members 
Mstep: Class 12 contains 208788 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 236498 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11492 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298904.000000 Penalty: 57676.941406
Iteration 289Q: 18 clusters Score -1.042989e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 86052 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25465 members 
Mstep: Class 6 contains 214595 members 
Mstep: Class 7 contains 65844 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9000 members 
Mstep: Class 12 contains 208772 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 236472 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11509 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298968.000000 Penalty: 57676.941406
Iteration 290Q: 18 clusters Score -1.04299e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 86073 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25469 members 
Mstep: Class 6 contains 214587 members 
Mstep: Class 7 contains 65845 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9000 members 
Mstep: Class 12 contains 208764 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 236441 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11530 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299088.000000 Penalty: 57676.941406
Iteration 291Q: 18 clusters Score -1.042991e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 86110 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25470 members 
Mstep: Class 6 contains 214582 members 
Mstep: Class 7 contains 65849 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9001 members 
Mstep: Class 12 contains 208752 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 236399 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11546 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299104.000000 Penalty: 57676.941406
Iteration 292Q: 18 clusters Score -1.042991e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 86140 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25473 members 
Mstep: Class 6 contains 214566 members 
Mstep: Class 7 contains 65853 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9001 members 
Mstep: Class 12 contains 208748 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 236373 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11555 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299104.000000 Penalty: 57676.941406
Iteration 293Q: 18 clusters Score -1.042991e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 86160 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25475 members 
Mstep: Class 6 contains 214561 members 
Mstep: Class 7 contains 65852 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9001 members 
Mstep: Class 12 contains 208746 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 236352 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11562 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299040.000000 Penalty: 57676.941406
Iteration 294Q: 18 clusters Score -1.04299e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 86180 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25476 members 
Mstep: Class 6 contains 214568 members 
Mstep: Class 7 contains 65847 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9001 members 
Mstep: Class 12 contains 208738 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 236327 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11571 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299088.000000 Penalty: 57676.941406
Iteration 295Q: 18 clusters Score -1.042991e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86205 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25482 members 
Mstep: Class 6 contains 214560 members 
Mstep: Class 7 contains 65852 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9001 members 
Mstep: Class 12 contains 208730 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 236299 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11578 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299016.000000 Penalty: 57676.941406
Iteration 296Q: 18 clusters Score -1.04299e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86225 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25488 members 
Mstep: Class 6 contains 214551 members 
Mstep: Class 7 contains 65855 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9001 members 
Mstep: Class 12 contains 208737 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 236264 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11586 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298968.000000 Penalty: 57676.941406
Iteration 297Q: 18 clusters Score -1.04299e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86242 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25489 members 
Mstep: Class 6 contains 214546 members 
Mstep: Class 7 contains 65859 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9001 members 
Mstep: Class 12 contains 208744 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 236234 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11592 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299040.000000 Penalty: 57676.941406
Iteration 298Q: 18 clusters Score -1.04299e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86264 members 
Mstep: Class 3 contains 574 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25489 members 
Mstep: Class 6 contains 214541 members 
Mstep: Class 7 contains 65865 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9001 members 
Mstep: Class 12 contains 208740 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 236211 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11596 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298976.000000 Penalty: 57676.941406
Iteration 299Q: 18 clusters Score -1.04299e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86284 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25489 members 
Mstep: Class 6 contains 214537 members 
Mstep: Class 7 contains 65866 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9000 members 
Mstep: Class 12 contains 208744 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 236188 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11600 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299024.000000 Penalty: 57676.941406
Iteration 300F: 18 clusters Score -1.04299e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86300 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25488 members 
Mstep: Class 6 contains 214533 members 
Mstep: Class 7 contains 65867 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8999 members 
Mstep: Class 12 contains 208755 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 236160 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11606 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299056.000000 Penalty: 57676.941406
Iteration 301Q: 18 clusters Score -1.042991e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86315 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25490 members 
Mstep: Class 6 contains 214534 members 
Mstep: Class 7 contains 65868 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8997 members 
Mstep: Class 12 contains 208762 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 236127 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11614 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298952.000000 Penalty: 57676.941406
Iteration 302Q: 18 clusters Score -1.04299e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86328 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 6 contains 214532 members 
Mstep: Class 7 contains 65868 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8998 members 
Mstep: Class 12 contains 208768 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 236100 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11621 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298976.000000 Penalty: 57676.941406
Iteration 303Q: 18 clusters Score -1.04299e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86335 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25491 members 
Mstep: Class 6 contains 214534 members 
Mstep: Class 7 contains 65868 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9000 members 
Mstep: Class 12 contains 208770 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 236084 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11625 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298960.000000 Penalty: 57676.941406
Iteration 304Q: 18 clusters Score -1.04299e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86341 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25491 members 
Mstep: Class 6 contains 214533 members 
Mstep: Class 7 contains 65871 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8999 members 
Mstep: Class 12 contains 208771 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 236070 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11631 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298944.000000 Penalty: 57676.941406
Iteration 305Q: 18 clusters Score -1.042989e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86347 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25491 members 
Mstep: Class 6 contains 214526 members 
Mstep: Class 7 contains 65872 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8998 members 
Mstep: Class 12 contains 208776 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 236059 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11638 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298928.000000 Penalty: 57676.941406
Iteration 306Q: 18 clusters Score -1.042989e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86351 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25491 members 
Mstep: Class 6 contains 214523 members 
Mstep: Class 7 contains 65873 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8998 members 
Mstep: Class 12 contains 208781 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 236047 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11643 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298928.000000 Penalty: 57676.941406
Iteration 307Q: 18 clusters Score -1.042989e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86358 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25488 members 
Mstep: Class 6 contains 214522 members 
Mstep: Class 7 contains 65876 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 8999 members 
Mstep: Class 12 contains 208790 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 236027 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11647 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298848.000000 Penalty: 57676.941406
Iteration 308Q: 18 clusters Score -1.042988e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86365 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25489 members 
Mstep: Class 6 contains 214521 members 
Mstep: Class 7 contains 65876 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9002 members 
Mstep: Class 12 contains 208797 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 236004 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11653 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298864.000000 Penalty: 57676.941406
Iteration 309Q: 18 clusters Score -1.042989e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86373 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25489 members 
Mstep: Class 6 contains 214517 members 
Mstep: Class 7 contains 65877 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9009 members 
Mstep: Class 12 contains 208798 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235988 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298880.000000 Penalty: 57676.941406
Iteration 310Q: 18 clusters Score -1.042989e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86386 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25490 members 
Mstep: Class 6 contains 214507 members 
Mstep: Class 7 contains 65879 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9010 members 
Mstep: Class 12 contains 208798 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235981 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298856.000000 Penalty: 57676.941406
Iteration 311Q: 18 clusters Score -1.042989e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86394 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 6 contains 214504 members 
Mstep: Class 7 contains 65883 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9012 members 
Mstep: Class 12 contains 208794 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235971 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298856.000000 Penalty: 57676.941406
Iteration 312Q: 18 clusters Score -1.042989e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86407 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25493 members 
Mstep: Class 6 contains 214494 members 
Mstep: Class 7 contains 65885 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208795 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235963 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298880.000000 Penalty: 57676.941406
Iteration 313Q: 18 clusters Score -1.042989e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86417 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 6 contains 214490 members 
Mstep: Class 7 contains 65886 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208796 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235956 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298856.000000 Penalty: 57676.941406
Iteration 314Q: 18 clusters Score -1.042989e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86427 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 6 contains 214485 members 
Mstep: Class 7 contains 65886 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208796 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235950 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11658 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298848.000000 Penalty: 57676.941406
Iteration 315Q: 18 clusters Score -1.042988e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86437 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 6 contains 214478 members 
Mstep: Class 7 contains 65886 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208797 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235946 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11658 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298880.000000 Penalty: 57676.941406
Iteration 316Q: 18 clusters Score -1.042989e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86443 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25491 members 
Mstep: Class 6 contains 214471 members 
Mstep: Class 7 contains 65887 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208800 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235942 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11660 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298896.000000 Penalty: 57676.941406
Iteration 317Q: 18 clusters Score -1.042989e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86446 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25490 members 
Mstep: Class 6 contains 214461 members 
Mstep: Class 7 contains 65886 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208804 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235942 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11665 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298856.000000 Penalty: 57676.941406
Iteration 318Q: 18 clusters Score -1.042989e+08 nChanged 27
Entering ConstructFrom: 
Score: -104298856.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (4465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Entering Unmasked Estep 
Score: -508081.718750 Penalty: 2084.197998
	Iteration 0F: 2 clusters Score -508081.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -503942.156250 Penalty: 4168.395996
	Iteration 0F: 3 clusters Score -503942.2 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -504913.312500 Penalty: 4168.395996
	Iteration 1F: 3 clusters Score -504913.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -505108.625000 Penalty: 4168.395996
	Iteration 2F: 3 clusters Score -505108.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -505241.468750 Penalty: 4168.395996
	Iteration 3F: 3 clusters Score -505241.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -505319.906250 Penalty: 4168.395996
	Iteration 4Q: 3 clusters Score -505319.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -505396.218750 Penalty: 4168.395996
	Iteration 5Q: 3 clusters Score -505396.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -505452.718750 Penalty: 4168.395996
	Iteration 6Q: 3 clusters Score -505452.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -505495.718750 Penalty: 4168.395996
	Iteration 7Q: 3 clusters Score -505495.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -505534.875000 Penalty: 4168.395996
	Iteration 8Q: 3 clusters Score -505534.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -505569.343750 Penalty: 4168.395996
	Iteration 9Q: 3 clusters Score -505569.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -505608.593750 Penalty: 4168.395996
	Iteration 10Q: 3 clusters Score -505608.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -505643.593750 Penalty: 4168.395996
	Iteration 11Q: 3 clusters Score -505643.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -505677.187500 Penalty: 4168.395996
	Iteration 12Q: 3 clusters Score -505677.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -505711.000000 Penalty: 4168.395996
	Iteration 13Q: 3 clusters Score -505711 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -505734.312500 Penalty: 4168.395996
	Iteration 14Q: 3 clusters Score -505734.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -505758.093750 Penalty: 4168.395996
	Iteration 15Q: 3 clusters Score -505758.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -505778.468750 Penalty: 4168.395996
	Iteration 16Q: 3 clusters Score -505778.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -505805.343750 Penalty: 4168.395996
	Iteration 17Q: 3 clusters Score -505805.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -505829.812500 Penalty: 4168.395996
	Iteration 18Q: 3 clusters Score -505829.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -505845.031250 Penalty: 4168.395996
	Iteration 19Q: 3 clusters Score -505845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -505860.250000 Penalty: 4168.395996
	Iteration 20F: 3 clusters Score -505860.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -505873.062500 Penalty: 4168.395996
	Iteration 21Q: 3 clusters Score -505873.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -505886.156250 Penalty: 4168.395996
	Iteration 22Q: 3 clusters Score -505886.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -505898.750000 Penalty: 4168.395996
	Iteration 23Q: 3 clusters Score -505898.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -505913.437500 Penalty: 4168.395996
	Iteration 24Q: 3 clusters Score -505913.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -505930.500000 Penalty: 4168.395996
	Iteration 25Q: 3 clusters Score -505930.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -505942.625000 Penalty: 4168.395996
	Iteration 26Q: 3 clusters Score -505942.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -505954.500000 Penalty: 4168.395996
	Iteration 27Q: 3 clusters Score -505954.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -505964.968750 Penalty: 4168.395996
	Iteration 28Q: 3 clusters Score -505965 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -505981.843750 Penalty: 4168.395996
	Iteration 29Q: 3 clusters Score -505981.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -506002.218750 Penalty: 4168.395996
	Iteration 30Q: 3 clusters Score -506002.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -506021.906250 Penalty: 4168.395996
	Iteration 31Q: 3 clusters Score -506021.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -506047.375000 Penalty: 4168.395996
	Iteration 32Q: 3 clusters Score -506047.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -506072.062500 Penalty: 4168.395996
	Iteration 33Q: 3 clusters Score -506072.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -506096.468750 Penalty: 4168.395996
	Iteration 34Q: 3 clusters Score -506096.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -506120.843750 Penalty: 4168.395996
	Iteration 35Q: 3 clusters Score -506120.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -506141.218750 Penalty: 4168.395996
	Iteration 36Q: 3 clusters Score -506141.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -506157.718750 Penalty: 4168.395996
	Iteration 37Q: 3 clusters Score -506157.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -506173.375000 Penalty: 4168.395996
	Iteration 38Q: 3 clusters Score -506173.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -506189.156250 Penalty: 4168.395996
	Iteration 39Q: 3 clusters Score -506189.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -506206.343750 Penalty: 4168.395996
	Iteration 40F: 3 clusters Score -506206.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -506216.250000 Penalty: 4168.395996
	Iteration 41Q: 3 clusters Score -506216.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -506229.281250 Penalty: 4168.395996
	Iteration 42Q: 3 clusters Score -506229.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -506243.906250 Penalty: 4168.395996
	Iteration 43Q: 3 clusters Score -506243.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -506258.718750 Penalty: 4168.395996
	Iteration 44Q: 3 clusters Score -506258.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -506267.312500 Penalty: 4168.395996
	Iteration 45Q: 3 clusters Score -506267.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -506276.656250 Penalty: 4168.395996
	Iteration 46Q: 3 clusters Score -506276.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -506282.843750 Penalty: 4168.395996
	Iteration 47Q: 3 clusters Score -506282.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -506289.406250 Penalty: 4168.395996
	Iteration 48Q: 3 clusters Score -506289.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -506291.968750 Penalty: 4168.395996
	Iteration 49Q: 3 clusters Score -506292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -506293.906250 Penalty: 4168.395996
	Iteration 50Q: 3 clusters Score -506293.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -506296.437500 Penalty: 4168.395996
	Iteration 51Q: 3 clusters Score -506296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -506298.187500 Penalty: 4168.395996
	Iteration 52Q: 3 clusters Score -506298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -506299.937500 Penalty: 4168.395996
	Iteration 53Q: 3 clusters Score -506299.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -506300.718750 Penalty: 4168.395996
	Iteration 54Q: 3 clusters Score -506300.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -506301.281250 Penalty: 4168.395996
	Iteration 55Q: 3 clusters Score -506301.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -506301.718750 Penalty: 4168.395996
	Iteration 56Q: 3 clusters Score -506301.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -506302.531250 Penalty: 4168.395996
	Iteration 57Q: 3 clusters Score -506302.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -506303.250000 Penalty: 4168.395996
	Iteration 58Q: 3 clusters Score -506303.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -506303.250000 Penalty: 4168.395996
	Iteration 59F: 3 clusters Score -506303.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (86448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86448 members 
Entering Unmasked Estep 
Score: -10308585.000000 Penalty: 2819.089844
	Iteration 0F: 2 clusters Score -1.030858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -10250587.000000 Penalty: 5638.179688
	Iteration 0F: 3 clusters Score -1.025059e+07 nChanged 40852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -10273585.000000 Penalty: 5638.179688
	Iteration 1F: 3 clusters Score -1.027358e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -10274131.000000 Penalty: 5638.179688
	Iteration 2Q: 3 clusters Score -1.027413e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -10274608.000000 Penalty: 5638.179688
	Iteration 3Q: 3 clusters Score -1.027461e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -10275163.000000 Penalty: 5638.179688
	Iteration 4Q: 3 clusters Score -1.027516e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -10275949.000000 Penalty: 5638.179688
	Iteration 5Q: 3 clusters Score -1.027595e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -10277140.000000 Penalty: 5638.179688
	Iteration 6Q: 3 clusters Score -1.027714e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -10279014.000000 Penalty: 5638.179688
	Iteration 7Q: 3 clusters Score -1.027901e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -10281834.000000 Penalty: 5638.179688
	Iteration 8F: 3 clusters Score -1.028183e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -10286101.000000 Penalty: 5638.179688
	Iteration 9F: 3 clusters Score -1.02861e+07 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 70695 members 
Entering Unmasked Estep 
Score: -10291647.000000 Penalty: 5638.179688
	Iteration 10F: 3 clusters Score -1.029165e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 76831 members 
Entering Unmasked Estep 
Score: -10297130.000000 Penalty: 5638.179688
	Iteration 11F: 3 clusters Score -1.029713e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 81403 members 
Entering Unmasked Estep 
Score: -10301629.000000 Penalty: 5638.179688
	Iteration 12F: 3 clusters Score -1.030163e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 84093 members 
Entering Unmasked Estep 
Score: -10304555.000000 Penalty: 5638.179688
	Iteration 13Q: 3 clusters Score -1.030456e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 85133 members 
Entering Unmasked Estep 
Score: -10305667.000000 Penalty: 5638.179688
	Iteration 14Q: 3 clusters Score -1.030567e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 85473 members 
Entering Unmasked Estep 
Score: -10306033.000000 Penalty: 5638.179688
	Iteration 15Q: 3 clusters Score -1.030603e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 85608 members 
Entering Unmasked Estep 
Score: -10306149.000000 Penalty: 5638.179688
	Iteration 16Q: 3 clusters Score -1.030615e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 85670 members 
Entering Unmasked Estep 
Score: -10306217.000000 Penalty: 5638.179688
	Iteration 17Q: 3 clusters Score -1.030622e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 85713 members 
Entering Unmasked Estep 
Score: -10306250.000000 Penalty: 5638.179688
	Iteration 18Q: 3 clusters Score -1.030625e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 85742 members 
Entering Unmasked Estep 
Score: -10306277.000000 Penalty: 5638.179688
	Iteration 19Q: 3 clusters Score -1.030628e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 85759 members 
Entering Unmasked Estep 
Score: -10306289.000000 Penalty: 5638.179688
	Iteration 20F: 3 clusters Score -1.030629e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 85778 members 
Entering Unmasked Estep 
Score: -10306295.000000 Penalty: 5638.179688
	Iteration 21Q: 3 clusters Score -1.03063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
Score: -10306301.000000 Penalty: 5638.179688
	Iteration 22Q: 3 clusters Score -1.03063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 85799 members 
Entering Unmasked Estep 
Score: -10306309.000000 Penalty: 5638.179688
	Iteration 23Q: 3 clusters Score -1.030631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 85810 members 
Entering Unmasked Estep 
Score: -10306318.000000 Penalty: 5638.179688
	Iteration 24Q: 3 clusters Score -1.030632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 85814 members 
Entering Unmasked Estep 
Score: -10306328.000000 Penalty: 5638.179688
	Iteration 25Q: 3 clusters Score -1.030633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 85816 members 
Entering Unmasked Estep 
Score: -10306333.000000 Penalty: 5638.179688
	Iteration 26Q: 3 clusters Score -1.030633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 85817 members 
Entering Unmasked Estep 
Score: -10306337.000000 Penalty: 5638.179688
	Iteration 27Q: 3 clusters Score -1.030634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 85818 members 
Entering Unmasked Estep 
Score: -10306338.000000 Penalty: 5638.179688
	Iteration 28Q: 3 clusters Score -1.030634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 85819 members 
Entering Unmasked Estep 
Score: -10306340.000000 Penalty: 5638.179688
	Iteration 29Q: 3 clusters Score -1.030634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 85821 members 
Entering Unmasked Estep 
Score: -10306336.000000 Penalty: 5638.179688
	Iteration 30Q: 3 clusters Score -1.030634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 85823 members 
Entering Unmasked Estep 
Score: -10306330.000000 Penalty: 5638.179688
	Iteration 31Q: 3 clusters Score -1.030633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 85825 members 
Entering Unmasked Estep 
Score: -10306332.000000 Penalty: 5638.179688
	Iteration 32Q: 3 clusters Score -1.030633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 85826 members 
Entering Unmasked Estep 
Score: -10306332.000000 Penalty: 5638.179688
	Iteration 33Q: 3 clusters Score -1.030633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 85826 members 
Entering Unmasked Estep 
Score: -10306332.000000 Penalty: 5638.179688
	Iteration 34F: 3 clusters Score -1.030633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -56330.328125 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -56330.33 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 277 members 
Entering Unmasked Estep 
Score: -54790.171875 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -54790.17 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55093.226562 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -55093.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -55276.347656 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -55276.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55436.332031 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -55436.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55537.289062 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -55537.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55578.105469 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -55578.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55657.761719 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -55657.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55732.085938 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -55732.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -55761.578125 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -55761.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55780.261719 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -55780.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -55785.523438 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -55785.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -55792.148438 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -55792.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55795.730469 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -55795.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55807.390625 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -55807.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55812.429688 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -55812.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -55817.546875 Penalty: 3150.039307
	Iteration 15Q: 3 clusters Score -55817.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55829.917969 Penalty: 3150.039307
	Iteration 16Q: 3 clusters Score -55829.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55837.300781 Penalty: 3150.039307
	Iteration 17Q: 3 clusters Score -55837.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55838.308594 Penalty: 3150.039307
	Iteration 18Q: 3 clusters Score -55838.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55838.308594 Penalty: 3150.039307
	Iteration 19F: 3 clusters Score -55838.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Entering Unmasked Estep 
Score: -204325.218750 Penalty: 1870.600464
	Iteration 0F: 2 clusters Score -204325.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -201771.312500 Penalty: 3741.200928
	Iteration 0F: 3 clusters Score -201771.3 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -202181.187500 Penalty: 3741.200928
	Iteration 1F: 3 clusters Score -202181.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -202300.406250 Penalty: 3741.200928
	Iteration 2F: 3 clusters Score -202300.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -202370.859375 Penalty: 3741.200928
	Iteration 3Q: 3 clusters Score -202370.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -202410.718750 Penalty: 3741.200928
	Iteration 4Q: 3 clusters Score -202410.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -202440.968750 Penalty: 3741.200928
	Iteration 5Q: 3 clusters Score -202441 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -202465.515625 Penalty: 3741.200928
	Iteration 6Q: 3 clusters Score -202465.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -202481.734375 Penalty: 3741.200928
	Iteration 7Q: 3 clusters Score -202481.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -202501.750000 Penalty: 3741.200928
	Iteration 8Q: 3 clusters Score -202501.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -202511.875000 Penalty: 3741.200928
	Iteration 9Q: 3 clusters Score -202511.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -202524.718750 Penalty: 3741.200928
	Iteration 10Q: 3 clusters Score -202524.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -202533.109375 Penalty: 3741.200928
	Iteration 11Q: 3 clusters Score -202533.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -202539.500000 Penalty: 3741.200928
	Iteration 12Q: 3 clusters Score -202539.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -202546.515625 Penalty: 3741.200928
	Iteration 13Q: 3 clusters Score -202546.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -202553.156250 Penalty: 3741.200928
	Iteration 14Q: 3 clusters Score -202553.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -202560.156250 Penalty: 3741.200928
	Iteration 15Q: 3 clusters Score -202560.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -202561.281250 Penalty: 3741.200928
	Iteration 16Q: 3 clusters Score -202561.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -202561.359375 Penalty: 3741.200928
	Iteration 17Q: 3 clusters Score -202561.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -202561.812500 Penalty: 3741.200928
	Iteration 18Q: 3 clusters Score -202561.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -202561.812500 Penalty: 3741.200928
	Iteration 19F: 3 clusters Score -202561.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Entering Unmasked Estep 
Score: -3133623.750000 Penalty: 2516.218262
	Iteration 0F: 2 clusters Score -3133624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3115989.250000 Penalty: 5032.436523
	Iteration 0F: 3 clusters Score -3115989 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3122228.750000 Penalty: 5032.436523
	Iteration 1F: 3 clusters Score -3122229 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -3122902.750000 Penalty: 5032.436523
	Iteration 2F: 3 clusters Score -3122903 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3123605.500000 Penalty: 5032.436523
	Iteration 3F: 3 clusters Score -3123606 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3124291.500000 Penalty: 5032.436523
	Iteration 4F: 3 clusters Score -3124292 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -3125052.000000 Penalty: 5032.436523
	Iteration 5Q: 3 clusters Score -3125052 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3125812.500000 Penalty: 5032.436523
	Iteration 6Q: 3 clusters Score -3125812 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -3126563.000000 Penalty: 5032.436523
	Iteration 7Q: 3 clusters Score -3126563 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3127283.000000 Penalty: 5032.436523
	Iteration 8Q: 3 clusters Score -3127283 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3127943.000000 Penalty: 5032.436523
	Iteration 9Q: 3 clusters Score -3127943 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -3128524.750000 Penalty: 5032.436523
	Iteration 10Q: 3 clusters Score -3128525 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -3129078.250000 Penalty: 5032.436523
	Iteration 11Q: 3 clusters Score -3129078 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3129556.750000 Penalty: 5032.436523
	Iteration 12Q: 3 clusters Score -3129557 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -3129925.750000 Penalty: 5032.436523
	Iteration 13Q: 3 clusters Score -3129926 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3130263.000000 Penalty: 5032.436523
	Iteration 14Q: 3 clusters Score -3130263 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -3130514.750000 Penalty: 5032.436523
	Iteration 15Q: 3 clusters Score -3130515 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -3130704.000000 Penalty: 5032.436523
	Iteration 16Q: 3 clusters Score -3130704 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -3130851.500000 Penalty: 5032.436523
	Iteration 17Q: 3 clusters Score -3130852 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -3130947.000000 Penalty: 5032.436523
	Iteration 18Q: 3 clusters Score -3130947 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -3131053.000000 Penalty: 5032.436523
	Iteration 19Q: 3 clusters Score -3131053 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3131128.250000 Penalty: 5032.436523
	Iteration 20F: 3 clusters Score -3131128 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3131201.750000 Penalty: 5032.436523
	Iteration 21Q: 3 clusters Score -3131202 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3131268.500000 Penalty: 5032.436523
	Iteration 22Q: 3 clusters Score -3131268 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -3131313.500000 Penalty: 5032.436523
	Iteration 23Q: 3 clusters Score -3131314 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3131373.000000 Penalty: 5032.436523
	Iteration 24Q: 3 clusters Score -3131373 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3131410.500000 Penalty: 5032.436523
	Iteration 25Q: 3 clusters Score -3131410 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3131434.500000 Penalty: 5032.436523
	Iteration 26Q: 3 clusters Score -3131434 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3131469.000000 Penalty: 5032.436523
	Iteration 27Q: 3 clusters Score -3131469 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3131491.750000 Penalty: 5032.436523
	Iteration 28Q: 3 clusters Score -3131492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3131506.250000 Penalty: 5032.436523
	Iteration 29Q: 3 clusters Score -3131506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -3131524.750000 Penalty: 5032.436523
	Iteration 30Q: 3 clusters Score -3131525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -3131539.250000 Penalty: 5032.436523
	Iteration 31Q: 3 clusters Score -3131539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3131547.250000 Penalty: 5032.436523
	Iteration 32Q: 3 clusters Score -3131547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -3131550.500000 Penalty: 5032.436523
	Iteration 33Q: 3 clusters Score -3131550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -3131552.000000 Penalty: 5032.436523
	Iteration 34Q: 3 clusters Score -3131552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3131554.000000 Penalty: 5032.436523
	Iteration 35Q: 3 clusters Score -3131554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -3131562.750000 Penalty: 5032.436523
	Iteration 36Q: 3 clusters Score -3131563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3131564.250000 Penalty: 5032.436523
	Iteration 37Q: 3 clusters Score -3131564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3131564.500000 Penalty: 5032.436523
	Iteration 38Q: 3 clusters Score -3131564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -3131567.000000 Penalty: 5032.436523
	Iteration 39Q: 3 clusters Score -3131567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -3131567.750000 Penalty: 5032.436523
	Iteration 40F: 3 clusters Score -3131568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3131566.250000 Penalty: 5032.436523
	Iteration 41Q: 3 clusters Score -3131566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3131566.250000 Penalty: 5032.436523
	Iteration 42F: 3 clusters Score -3131566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (214452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214452 members 
Entering Unmasked Estep 
Score: -26130874.000000 Penalty: 3044.408447
	Iteration 0F: 2 clusters Score -2.613087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107331 members 
Mstep: Class 2 contains 107121 members 
Entering Unmasked Estep 
Score: -25994416.000000 Penalty: 6088.816895
	Iteration 0F: 3 clusters Score -2.599442e+07 nChanged 103279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106664 members 
Mstep: Class 2 contains 107788 members 
Entering Unmasked Estep 
Score: -26056388.000000 Penalty: 6088.816895
	Iteration 1F: 3 clusters Score -2.605639e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106088 members 
Mstep: Class 2 contains 108364 members 
Entering Unmasked Estep 
Score: -26058598.000000 Penalty: 6088.816895
	Iteration 2Q: 3 clusters Score -2.60586e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104954 members 
Mstep: Class 2 contains 109498 members 
Entering Unmasked Estep 
Score: -26062162.000000 Penalty: 6088.816895
	Iteration 3Q: 3 clusters Score -2.606216e+07 nChanged 10451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103041 members 
Mstep: Class 2 contains 111411 members 
Entering Unmasked Estep 
Score: -26067194.000000 Penalty: 6088.816895
	Iteration 4Q: 3 clusters Score -2.606719e+07 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99921 members 
Mstep: Class 2 contains 114531 members 
Entering Unmasked Estep 
Score: -26074730.000000 Penalty: 6088.816895
	Iteration 5F: 3 clusters Score -2.607473e+07 nChanged 14895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95292 members 
Mstep: Class 2 contains 119160 members 
Entering Unmasked Estep 
Score: -26085872.000000 Penalty: 6088.816895
	Iteration 6F: 3 clusters Score -2.608587e+07 nChanged 16173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89697 members 
Mstep: Class 2 contains 124755 members 
Entering Unmasked Estep 
Score: -26100096.000000 Penalty: 6088.816895
	Iteration 7F: 3 clusters Score -2.61001e+07 nChanged 14706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84755 members 
Mstep: Class 2 contains 129697 members 
Entering Unmasked Estep 
Score: -26111440.000000 Penalty: 6088.816895
	Iteration 8F: 3 clusters Score -2.611144e+07 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81548 members 
Mstep: Class 2 contains 132904 members 
Entering Unmasked Estep 
Score: -26115656.000000 Penalty: 6088.816895
	Iteration 9Q: 3 clusters Score -2.611566e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79168 members 
Mstep: Class 2 contains 135284 members 
Entering Unmasked Estep 
Score: -26117226.000000 Penalty: 6088.816895
	Iteration 10Q: 3 clusters Score -2.611723e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77012 members 
Mstep: Class 2 contains 137440 members 
Entering Unmasked Estep 
Score: -26117960.000000 Penalty: 6088.816895
	Iteration 11Q: 3 clusters Score -2.611796e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74966 members 
Mstep: Class 2 contains 139486 members 
Entering Unmasked Estep 
Score: -26118296.000000 Penalty: 6088.816895
	Iteration 12Q: 3 clusters Score -2.61183e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72984 members 
Mstep: Class 2 contains 141468 members 
Entering Unmasked Estep 
Score: -26118894.000000 Penalty: 6088.816895
	Iteration 13Q: 3 clusters Score -2.611889e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70963 members 
Mstep: Class 2 contains 143489 members 
Entering Unmasked Estep 
Score: -26119440.000000 Penalty: 6088.816895
	Iteration 14Q: 3 clusters Score -2.611944e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68916 members 
Mstep: Class 2 contains 145536 members 
Entering Unmasked Estep 
Score: -26119996.000000 Penalty: 6088.816895
	Iteration 15Q: 3 clusters Score -2.612e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66877 members 
Mstep: Class 2 contains 147575 members 
Entering Unmasked Estep 
Score: -26120344.000000 Penalty: 6088.816895
	Iteration 16Q: 3 clusters Score -2.612034e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64812 members 
Mstep: Class 2 contains 149640 members 
Entering Unmasked Estep 
Score: -26120822.000000 Penalty: 6088.816895
	Iteration 17Q: 3 clusters Score -2.612082e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 151762 members 
Entering Unmasked Estep 
Score: -26121214.000000 Penalty: 6088.816895
	Iteration 18Q: 3 clusters Score -2.612121e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 153884 members 
Entering Unmasked Estep 
Score: -26121428.000000 Penalty: 6088.816895
	Iteration 19Q: 3 clusters Score -2.612143e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 155955 members 
Entering Unmasked Estep 
Score: -26121792.000000 Penalty: 6088.816895
	Iteration 20F: 3 clusters Score -2.612179e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 158063 members 
Entering Unmasked Estep 
Score: -26121966.000000 Penalty: 6088.816895
	Iteration 21Q: 3 clusters Score -2.612197e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 160192 members 
Entering Unmasked Estep 
Score: -26122278.000000 Penalty: 6088.816895
	Iteration 22Q: 3 clusters Score -2.612228e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 162332 members 
Entering Unmasked Estep 
Score: -26122686.000000 Penalty: 6088.816895
	Iteration 23Q: 3 clusters Score -2.612269e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 164495 members 
Entering Unmasked Estep 
Score: -26123108.000000 Penalty: 6088.816895
	Iteration 24Q: 3 clusters Score -2.612311e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 166727 members 
Entering Unmasked Estep 
Score: -26123278.000000 Penalty: 6088.816895
	Iteration 25Q: 3 clusters Score -2.612328e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 168955 members 
Entering Unmasked Estep 
Score: -26123704.000000 Penalty: 6088.816895
	Iteration 26Q: 3 clusters Score -2.61237e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 171099 members 
Entering Unmasked Estep 
Score: -26124064.000000 Penalty: 6088.816895
	Iteration 27Q: 3 clusters Score -2.612406e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 173163 members 
Entering Unmasked Estep 
Score: -26124468.000000 Penalty: 6088.816895
	Iteration 28Q: 3 clusters Score -2.612447e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 175167 members 
Entering Unmasked Estep 
Score: -26124848.000000 Penalty: 6088.816895
	Iteration 29Q: 3 clusters Score -2.612485e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 177214 members 
Entering Unmasked Estep 
Score: -26125188.000000 Penalty: 6088.816895
	Iteration 30Q: 3 clusters Score -2.612519e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 179176 members 
Entering Unmasked Estep 
Score: -26125380.000000 Penalty: 6088.816895
	Iteration 31Q: 3 clusters Score -2.612538e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 181045 members 
Entering Unmasked Estep 
Score: -26125680.000000 Penalty: 6088.816895
	Iteration 32Q: 3 clusters Score -2.612568e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 182931 members 
Entering Unmasked Estep 
Score: -26125912.000000 Penalty: 6088.816895
	Iteration 33Q: 3 clusters Score -2.612591e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 184771 members 
Entering Unmasked Estep 
Score: -26126456.000000 Penalty: 6088.816895
	Iteration 34Q: 3 clusters Score -2.612646e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 186624 members 
Entering Unmasked Estep 
Score: -26126964.000000 Penalty: 6088.816895
	Iteration 35Q: 3 clusters Score -2.612696e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 188354 members 
Entering Unmasked Estep 
Score: -26127222.000000 Penalty: 6088.816895
	Iteration 36Q: 3 clusters Score -2.612722e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 189985 members 
Entering Unmasked Estep 
Score: -26127356.000000 Penalty: 6088.816895
	Iteration 37Q: 3 clusters Score -2.612736e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 191580 members 
Entering Unmasked Estep 
Score: -26127554.000000 Penalty: 6088.816895
	Iteration 38Q: 3 clusters Score -2.612755e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 193077 members 
Entering Unmasked Estep 
Score: -26127950.000000 Penalty: 6088.816895
	Iteration 39Q: 3 clusters Score -2.612795e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 194458 members 
Entering Unmasked Estep 
Score: -26128256.000000 Penalty: 6088.816895
	Iteration 40F: 3 clusters Score -2.612826e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 195763 members 
Entering Unmasked Estep 
Score: -26128494.000000 Penalty: 6088.816895
	Iteration 41Q: 3 clusters Score -2.612849e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 196960 members 
Entering Unmasked Estep 
Score: -26128670.000000 Penalty: 6088.816895
	Iteration 42Q: 3 clusters Score -2.612867e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 198036 members 
Entering Unmasked Estep 
Score: -26128772.000000 Penalty: 6088.816895
	Iteration 43Q: 3 clusters Score -2.612877e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 199065 members 
Entering Unmasked Estep 
Score: -26128930.000000 Penalty: 6088.816895
	Iteration 44Q: 3 clusters Score -2.612893e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 200042 members 
Entering Unmasked Estep 
Score: -26129100.000000 Penalty: 6088.816895
	Iteration 45Q: 3 clusters Score -2.61291e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 200951 members 
Entering Unmasked Estep 
Score: -26129204.000000 Penalty: 6088.816895
	Iteration 46Q: 3 clusters Score -2.61292e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 201760 members 
Entering Unmasked Estep 
Score: -26129258.000000 Penalty: 6088.816895
	Iteration 47Q: 3 clusters Score -2.612926e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 202561 members 
Entering Unmasked Estep 
Score: -26129450.000000 Penalty: 6088.816895
	Iteration 48Q: 3 clusters Score -2.612945e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 203293 members 
Entering Unmasked Estep 
Score: -26129546.000000 Penalty: 6088.816895
	Iteration 49Q: 3 clusters Score -2.612955e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 203964 members 
Entering Unmasked Estep 
Score: -26129534.000000 Penalty: 6088.816895
	Iteration 50Q: 3 clusters Score -2.612953e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 204567 members 
Entering Unmasked Estep 
Score: -26129648.000000 Penalty: 6088.816895
	Iteration 51Q: 3 clusters Score -2.612965e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 205114 members 
Entering Unmasked Estep 
Score: -26129632.000000 Penalty: 6088.816895
	Iteration 52Q: 3 clusters Score -2.612963e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 205632 members 
Entering Unmasked Estep 
Score: -26129668.000000 Penalty: 6088.816895
	Iteration 53Q: 3 clusters Score -2.612967e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 206076 members 
Entering Unmasked Estep 
Score: -26129790.000000 Penalty: 6088.816895
	Iteration 54Q: 3 clusters Score -2.612979e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 206475 members 
Entering Unmasked Estep 
Score: -26129800.000000 Penalty: 6088.816895
	Iteration 55Q: 3 clusters Score -2.61298e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 206812 members 
Entering Unmasked Estep 
Score: -26129848.000000 Penalty: 6088.816895
	Iteration 56Q: 3 clusters Score -2.612985e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 207132 members 
Entering Unmasked Estep 
Score: -26129900.000000 Penalty: 6088.816895
	Iteration 57Q: 3 clusters Score -2.61299e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 207431 members 
Entering Unmasked Estep 
Score: -26129902.000000 Penalty: 6088.816895
	Iteration 58Q: 3 clusters Score -2.61299e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 207690 members 
Entering Unmasked Estep 
Score: -26129918.000000 Penalty: 6088.816895
	Iteration 59Q: 3 clusters Score -2.612992e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 207918 members 
Entering Unmasked Estep 
Score: -26129956.000000 Penalty: 6088.816895
	Iteration 60F: 3 clusters Score -2.612996e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 208133 members 
Entering Unmasked Estep 
Score: -26129954.000000 Penalty: 6088.816895
	Iteration 61Q: 3 clusters Score -2.612995e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 208315 members 
Entering Unmasked Estep 
Score: -26129920.000000 Penalty: 6088.816895
	Iteration 62Q: 3 clusters Score -2.612992e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 208486 members 
Entering Unmasked Estep 
Score: -26129950.000000 Penalty: 6088.816895
	Iteration 63Q: 3 clusters Score -2.612995e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 208628 members 
Entering Unmasked Estep 
Score: -26129918.000000 Penalty: 6088.816895
	Iteration 64Q: 3 clusters Score -2.612992e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 208761 members 
Entering Unmasked Estep 
Score: -26129910.000000 Penalty: 6088.816895
	Iteration 65Q: 3 clusters Score -2.612991e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 208883 members 
Entering Unmasked Estep 
Score: -26129904.000000 Penalty: 6088.816895
	Iteration 66Q: 3 clusters Score -2.61299e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 209008 members 
Entering Unmasked Estep 
Score: -26129932.000000 Penalty: 6088.816895
	Iteration 67Q: 3 clusters Score -2.612993e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 209118 members 
Entering Unmasked Estep 
Score: -26129914.000000 Penalty: 6088.816895
	Iteration 68Q: 3 clusters Score -2.612991e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 209208 members 
Entering Unmasked Estep 
Score: -26129866.000000 Penalty: 6088.816895
	Iteration 69Q: 3 clusters Score -2.612987e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 209304 members 
Entering Unmasked Estep 
Score: -26129874.000000 Penalty: 6088.816895
	Iteration 70Q: 3 clusters Score -2.612987e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 209374 members 
Entering Unmasked Estep 
Score: -26129878.000000 Penalty: 6088.816895
	Iteration 71Q: 3 clusters Score -2.612988e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 209442 members 
Entering Unmasked Estep 
Score: -26129882.000000 Penalty: 6088.816895
	Iteration 72Q: 3 clusters Score -2.612988e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 209532 members 
Entering Unmasked Estep 
Score: -26129916.000000 Penalty: 6088.816895
	Iteration 73Q: 3 clusters Score -2.612992e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 209611 members 
Entering Unmasked Estep 
Score: -26129892.000000 Penalty: 6088.816895
	Iteration 74Q: 3 clusters Score -2.612989e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 209668 members 
Entering Unmasked Estep 
Score: -26129932.000000 Penalty: 6088.816895
	Iteration 75Q: 3 clusters Score -2.612993e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 209719 members 
Entering Unmasked Estep 
Score: -26129952.000000 Penalty: 6088.816895
	Iteration 76Q: 3 clusters Score -2.612995e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 209775 members 
Entering Unmasked Estep 
Score: -26129918.000000 Penalty: 6088.816895
	Iteration 77Q: 3 clusters Score -2.612992e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 209811 members 
Entering Unmasked Estep 
Score: -26129918.000000 Penalty: 6088.816895
	Iteration 78Q: 3 clusters Score -2.612992e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 209843 members 
Entering Unmasked Estep 
Score: -26129904.000000 Penalty: 6088.816895
	Iteration 79Q: 3 clusters Score -2.61299e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 209874 members 
Entering Unmasked Estep 
Score: -26129910.000000 Penalty: 6088.816895
	Iteration 80F: 3 clusters Score -2.612991e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 209908 members 
Entering Unmasked Estep 
Score: -26129920.000000 Penalty: 6088.816895
	Iteration 81Q: 3 clusters Score -2.612992e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 209939 members 
Entering Unmasked Estep 
Score: -26129936.000000 Penalty: 6088.816895
	Iteration 82Q: 3 clusters Score -2.612994e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 209961 members 
Entering Unmasked Estep 
Score: -26129934.000000 Penalty: 6088.816895
	Iteration 83Q: 3 clusters Score -2.612993e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 209989 members 
Entering Unmasked Estep 
Score: -26129946.000000 Penalty: 6088.816895
	Iteration 84Q: 3 clusters Score -2.612995e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 210009 members 
Entering Unmasked Estep 
Score: -26129946.000000 Penalty: 6088.816895
	Iteration 85Q: 3 clusters Score -2.612995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 210025 members 
Entering Unmasked Estep 
Score: -26129960.000000 Penalty: 6088.816895
	Iteration 86Q: 3 clusters Score -2.612996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 210033 members 
Entering Unmasked Estep 
Score: -26129968.000000 Penalty: 6088.816895
	Iteration 87Q: 3 clusters Score -2.612997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 210041 members 
Entering Unmasked Estep 
Score: -26129980.000000 Penalty: 6088.816895
	Iteration 88Q: 3 clusters Score -2.612998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 210048 members 
Entering Unmasked Estep 
Score: -26129970.000000 Penalty: 6088.816895
	Iteration 89Q: 3 clusters Score -2.612997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 210052 members 
Entering Unmasked Estep 
Score: -26129966.000000 Penalty: 6088.816895
	Iteration 90Q: 3 clusters Score -2.612997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 210058 members 
Entering Unmasked Estep 
Score: -26129982.000000 Penalty: 6088.816895
	Iteration 91Q: 3 clusters Score -2.612998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 210063 members 
Entering Unmasked Estep 
Score: -26129980.000000 Penalty: 6088.816895
	Iteration 92Q: 3 clusters Score -2.612998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 210064 members 
Entering Unmasked Estep 
Score: -26129984.000000 Penalty: 6088.816895
	Iteration 93Q: 3 clusters Score -2.612998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 210067 members 
Entering Unmasked Estep 
Score: -26129988.000000 Penalty: 6088.816895
	Iteration 94Q: 3 clusters Score -2.612999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 210071 members 
Entering Unmasked Estep 
Score: -26129998.000000 Penalty: 6088.816895
	Iteration 95Q: 3 clusters Score -2.613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 210075 members 
Entering Unmasked Estep 
Score: -26130002.000000 Penalty: 6088.816895
	Iteration 96Q: 3 clusters Score -2.613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 210080 members 
Entering Unmasked Estep 
Score: -26130010.000000 Penalty: 6088.816895
	Iteration 97Q: 3 clusters Score -2.613001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 210082 members 
Entering Unmasked Estep 
Score: -26130004.000000 Penalty: 6088.816895
	Iteration 98Q: 3 clusters Score -2.613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 210082 members 
Entering Unmasked Estep 
Score: -26130004.000000 Penalty: 6088.816895
	Iteration 99F: 3 clusters Score -2.613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65887 members 
Entering Unmasked Estep 
Score: -8080752.500000 Penalty: 2751.732666
	Iteration 0F: 2 clusters Score -8080752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -8036422.000000 Penalty: 5503.465332
	Iteration 0F: 3 clusters Score -8036422 nChanged 30784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -8053823.000000 Penalty: 5503.465332
	Iteration 1F: 3 clusters Score -8053823 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -8054609.500000 Penalty: 5503.465332
	Iteration 2Q: 3 clusters Score -8054610 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -8055525.500000 Penalty: 5503.465332
	Iteration 3Q: 3 clusters Score -8055526 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -8056717.500000 Penalty: 5503.465332
	Iteration 4Q: 3 clusters Score -8056718 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -8058161.500000 Penalty: 5503.465332
	Iteration 5Q: 3 clusters Score -8058162 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -8060244.000000 Penalty: 5503.465332
	Iteration 6F: 3 clusters Score -8060244 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -8062994.000000 Penalty: 5503.465332
	Iteration 7F: 3 clusters Score -8062994 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -8066417.500000 Penalty: 5503.465332
	Iteration 8F: 3 clusters Score -8066418 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -8069900.000000 Penalty: 5503.465332
	Iteration 9F: 3 clusters Score -8069900 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -8071930.500000 Penalty: 5503.465332
	Iteration 10F: 3 clusters Score -8071930 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -8072751.500000 Penalty: 5503.465332
	Iteration 11Q: 3 clusters Score -8072752 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -8073127.500000 Penalty: 5503.465332
	Iteration 12Q: 3 clusters Score -8073128 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -8073356.000000 Penalty: 5503.465332
	Iteration 13Q: 3 clusters Score -8073356 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -8073511.000000 Penalty: 5503.465332
	Iteration 14Q: 3 clusters Score -8073511 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -8073628.000000 Penalty: 5503.465332
	Iteration 15Q: 3 clusters Score -8073628 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -8073721.500000 Penalty: 5503.465332
	Iteration 16Q: 3 clusters Score -8073722 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -8073801.000000 Penalty: 5503.465332
	Iteration 17Q: 3 clusters Score -8073801 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -8073891.000000 Penalty: 5503.465332
	Iteration 18Q: 3 clusters Score -8073891 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -8073966.500000 Penalty: 5503.465332
	Iteration 19Q: 3 clusters Score -8073966 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -8074061.000000 Penalty: 5503.465332
	Iteration 20F: 3 clusters Score -8074061 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -8074069.500000 Penalty: 5503.465332
	Iteration 21Q: 3 clusters Score -8074070 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -8074125.500000 Penalty: 5503.465332
	Iteration 22Q: 3 clusters Score -8074126 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -8074169.500000 Penalty: 5503.465332
	Iteration 23Q: 3 clusters Score -8074170 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -8074208.000000 Penalty: 5503.465332
	Iteration 24Q: 3 clusters Score -8074208 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -8074272.500000 Penalty: 5503.465332
	Iteration 25Q: 3 clusters Score -8074272 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -8074350.000000 Penalty: 5503.465332
	Iteration 26Q: 3 clusters Score -8074350 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -8074351.000000 Penalty: 5503.465332
	Iteration 27Q: 3 clusters Score -8074351 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -8074437.500000 Penalty: 5503.465332
	Iteration 28Q: 3 clusters Score -8074438 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -8074508.500000 Penalty: 5503.465332
	Iteration 29Q: 3 clusters Score -8074508 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -8074570.000000 Penalty: 5503.465332
	Iteration 30Q: 3 clusters Score -8074570 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -8074602.500000 Penalty: 5503.465332
	Iteration 31Q: 3 clusters Score -8074602 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -8074639.000000 Penalty: 5503.465332
	Iteration 32Q: 3 clusters Score -8074639 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -8074736.000000 Penalty: 5503.465332
	Iteration 33Q: 3 clusters Score -8074736 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -8074802.500000 Penalty: 5503.465332
	Iteration 34Q: 3 clusters Score -8074802 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -8074870.500000 Penalty: 5503.465332
	Iteration 35Q: 3 clusters Score -8074870 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -8074940.000000 Penalty: 5503.465332
	Iteration 36Q: 3 clusters Score -8074940 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -8075014.500000 Penalty: 5503.465332
	Iteration 37Q: 3 clusters Score -8075014 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -8075104.000000 Penalty: 5503.465332
	Iteration 38Q: 3 clusters Score -8075104 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -8075156.500000 Penalty: 5503.465332
	Iteration 39Q: 3 clusters Score -8075156 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -8075217.000000 Penalty: 5503.465332
	Iteration 40F: 3 clusters Score -8075217 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -8075281.500000 Penalty: 5503.465332
	Iteration 41Q: 3 clusters Score -8075282 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -8075321.000000 Penalty: 5503.465332
	Iteration 42Q: 3 clusters Score -8075321 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -8075424.000000 Penalty: 5503.465332
	Iteration 43Q: 3 clusters Score -8075424 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -8075509.000000 Penalty: 5503.465332
	Iteration 44Q: 3 clusters Score -8075509 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -8075587.000000 Penalty: 5503.465332
	Iteration 45Q: 3 clusters Score -8075587 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -8075661.500000 Penalty: 5503.465332
	Iteration 46Q: 3 clusters Score -8075662 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -8075760.000000 Penalty: 5503.465332
	Iteration 47Q: 3 clusters Score -8075760 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -8075850.500000 Penalty: 5503.465332
	Iteration 48Q: 3 clusters Score -8075850 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -8075890.500000 Penalty: 5503.465332
	Iteration 49Q: 3 clusters Score -8075890 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -8075989.000000 Penalty: 5503.465332
	Iteration 50Q: 3 clusters Score -8075989 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -8076086.000000 Penalty: 5503.465332
	Iteration 51Q: 3 clusters Score -8076086 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 52765 members 
Entering Unmasked Estep 
Score: -8076178.000000 Penalty: 5503.465332
	Iteration 52Q: 3 clusters Score -8076178 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -8076313.500000 Penalty: 5503.465332
	Iteration 53Q: 3 clusters Score -8076314 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -8076395.500000 Penalty: 5503.465332
	Iteration 54Q: 3 clusters Score -8076396 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -8076492.000000 Penalty: 5503.465332
	Iteration 55Q: 3 clusters Score -8076492 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -8076582.000000 Penalty: 5503.465332
	Iteration 56Q: 3 clusters Score -8076582 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -8076682.000000 Penalty: 5503.465332
	Iteration 57Q: 3 clusters Score -8076682 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -8076764.000000 Penalty: 5503.465332
	Iteration 58Q: 3 clusters Score -8076764 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 55840 members 
Entering Unmasked Estep 
Score: -8076818.500000 Penalty: 5503.465332
	Iteration 59Q: 3 clusters Score -8076818 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -8076886.000000 Penalty: 5503.465332
	Iteration 60F: 3 clusters Score -8076886 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -8076955.500000 Penalty: 5503.465332
	Iteration 61Q: 3 clusters Score -8076956 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 56871 members 
Entering Unmasked Estep 
Score: -8077009.500000 Penalty: 5503.465332
	Iteration 62Q: 3 clusters Score -8077010 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -8077088.000000 Penalty: 5503.465332
	Iteration 63Q: 3 clusters Score -8077088 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 57553 members 
Entering Unmasked Estep 
Score: -8077139.500000 Penalty: 5503.465332
	Iteration 64Q: 3 clusters Score -8077140 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -8077261.000000 Penalty: 5503.465332
	Iteration 65Q: 3 clusters Score -8077261 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -8077342.000000 Penalty: 5503.465332
	Iteration 66Q: 3 clusters Score -8077342 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -8077460.500000 Penalty: 5503.465332
	Iteration 67Q: 3 clusters Score -8077460 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
Score: -8077534.500000 Penalty: 5503.465332
	Iteration 68Q: 3 clusters Score -8077534 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 59211 members 
Entering Unmasked Estep 
Score: -8077602.500000 Penalty: 5503.465332
	Iteration 69Q: 3 clusters Score -8077602 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
Score: -8077671.000000 Penalty: 5503.465332
	Iteration 70Q: 3 clusters Score -8077671 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -8077690.500000 Penalty: 5503.465332
	Iteration 71Q: 3 clusters Score -8077690 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 59999 members 
Entering Unmasked Estep 
Score: -8077748.000000 Penalty: 5503.465332
	Iteration 72Q: 3 clusters Score -8077748 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 60197 members 
Entering Unmasked Estep 
Score: -8077792.500000 Penalty: 5503.465332
	Iteration 73Q: 3 clusters Score -8077792 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 60388 members 
Entering Unmasked Estep 
Score: -8077843.000000 Penalty: 5503.465332
	Iteration 74Q: 3 clusters Score -8077843 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -8077861.000000 Penalty: 5503.465332
	Iteration 75Q: 3 clusters Score -8077861 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -8077898.000000 Penalty: 5503.465332
	Iteration 76Q: 3 clusters Score -8077898 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -8077929.500000 Penalty: 5503.465332
	Iteration 77Q: 3 clusters Score -8077930 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -8077947.000000 Penalty: 5503.465332
	Iteration 78Q: 3 clusters Score -8077947 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 61202 members 
Entering Unmasked Estep 
Score: -8077986.000000 Penalty: 5503.465332
	Iteration 79Q: 3 clusters Score -8077986 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 61340 members 
Entering Unmasked Estep 
Score: -8078009.500000 Penalty: 5503.465332
	Iteration 80F: 3 clusters Score -8078010 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 61473 members 
Entering Unmasked Estep 
Score: -8078036.500000 Penalty: 5503.465332
	Iteration 81Q: 3 clusters Score -8078036 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -8078032.500000 Penalty: 5503.465332
	Iteration 82Q: 3 clusters Score -8078032 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -8078078.000000 Penalty: 5503.465332
	Iteration 83Q: 3 clusters Score -8078078 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
Score: -8078102.500000 Penalty: 5503.465332
	Iteration 84Q: 3 clusters Score -8078102 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 61952 members 
Entering Unmasked Estep 
Score: -8078114.000000 Penalty: 5503.465332
	Iteration 85Q: 3 clusters Score -8078114 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -8078132.000000 Penalty: 5503.465332
	Iteration 86Q: 3 clusters Score -8078132 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -8078155.000000 Penalty: 5503.465332
	Iteration 87Q: 3 clusters Score -8078155 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -8078163.500000 Penalty: 5503.465332
	Iteration 88Q: 3 clusters Score -8078164 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 62325 members 
Entering Unmasked Estep 
Score: -8078190.000000 Penalty: 5503.465332
	Iteration 89Q: 3 clusters Score -8078190 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -8078193.000000 Penalty: 5503.465332
	Iteration 90Q: 3 clusters Score -8078193 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -8078217.500000 Penalty: 5503.465332
	Iteration 91Q: 3 clusters Score -8078218 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -8078232.500000 Penalty: 5503.465332
	Iteration 92Q: 3 clusters Score -8078232 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -8078260.500000 Penalty: 5503.465332
	Iteration 93Q: 3 clusters Score -8078260 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -8078261.000000 Penalty: 5503.465332
	Iteration 94Q: 3 clusters Score -8078261 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -8078287.500000 Penalty: 5503.465332
	Iteration 95Q: 3 clusters Score -8078288 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -8078288.000000 Penalty: 5503.465332
	Iteration 96Q: 3 clusters Score -8078288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -8078302.000000 Penalty: 5503.465332
	Iteration 97Q: 3 clusters Score -8078302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -8078309.500000 Penalty: 5503.465332
	Iteration 98Q: 3 clusters Score -8078310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 62956 members 
Entering Unmasked Estep 
Score: -8078313.500000 Penalty: 5503.465332
	Iteration 99Q: 3 clusters Score -8078314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
Score: -8078327.000000 Penalty: 5503.465332
	Iteration 100F: 3 clusters Score -8078327 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 63083 members 
Entering Unmasked Estep 
Score: -8078350.000000 Penalty: 5503.465332
	Iteration 101Q: 3 clusters Score -8078350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 63144 members 
Entering Unmasked Estep 
Score: -8078361.000000 Penalty: 5503.465332
	Iteration 102Q: 3 clusters Score -8078361 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -8078387.000000 Penalty: 5503.465332
	Iteration 103Q: 3 clusters Score -8078387 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -8078391.500000 Penalty: 5503.465332
	Iteration 104Q: 3 clusters Score -8078392 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -8078422.500000 Penalty: 5503.465332
	Iteration 105Q: 3 clusters Score -8078422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
Score: -8078430.000000 Penalty: 5503.465332
	Iteration 106Q: 3 clusters Score -8078430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 63407 members 
Entering Unmasked Estep 
Score: -8078432.000000 Penalty: 5503.465332
	Iteration 107Q: 3 clusters Score -8078432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -8078446.000000 Penalty: 5503.465332
	Iteration 108Q: 3 clusters Score -8078446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -8078446.000000 Penalty: 5503.465332
	Iteration 109Q: 3 clusters Score -8078446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 63502 members 
Entering Unmasked Estep 
Score: -8078445.000000 Penalty: 5503.465332
	Iteration 110Q: 3 clusters Score -8078445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 63540 members 
Entering Unmasked Estep 
Score: -8078447.000000 Penalty: 5503.465332
	Iteration 111Q: 3 clusters Score -8078447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 63560 members 
Entering Unmasked Estep 
Score: -8078472.000000 Penalty: 5503.465332
	Iteration 112Q: 3 clusters Score -8078472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -8078462.000000 Penalty: 5503.465332
	Iteration 113Q: 3 clusters Score -8078462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 63596 members 
Entering Unmasked Estep 
Score: -8078468.000000 Penalty: 5503.465332
	Iteration 114Q: 3 clusters Score -8078468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -8078462.500000 Penalty: 5503.465332
	Iteration 115Q: 3 clusters Score -8078462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 63620 members 
Entering Unmasked Estep 
Score: -8078462.500000 Penalty: 5503.465332
	Iteration 116Q: 3 clusters Score -8078462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 63628 members 
Entering Unmasked Estep 
Score: -8078454.000000 Penalty: 5503.465332
	Iteration 117Q: 3 clusters Score -8078454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 63632 members 
Entering Unmasked Estep 
Score: -8078455.000000 Penalty: 5503.465332
	Iteration 118Q: 3 clusters Score -8078455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -8078453.500000 Penalty: 5503.465332
	Iteration 119Q: 3 clusters Score -8078454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 63642 members 
Entering Unmasked Estep 
Score: -8078465.000000 Penalty: 5503.465332
	Iteration 120F: 3 clusters Score -8078465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -8078469.000000 Penalty: 5503.465332
	Iteration 121Q: 3 clusters Score -8078469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 63663 members 
Entering Unmasked Estep 
Score: -8078465.000000 Penalty: 5503.465332
	Iteration 122Q: 3 clusters Score -8078465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -8078458.000000 Penalty: 5503.465332
	Iteration 123Q: 3 clusters Score -8078458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 63683 members 
Entering Unmasked Estep 
Score: -8078475.000000 Penalty: 5503.465332
	Iteration 124Q: 3 clusters Score -8078475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 63692 members 
Entering Unmasked Estep 
Score: -8078474.500000 Penalty: 5503.465332
	Iteration 125Q: 3 clusters Score -8078474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 63700 members 
Entering Unmasked Estep 
Score: -8078480.500000 Penalty: 5503.465332
	Iteration 126Q: 3 clusters Score -8078480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -8078484.500000 Penalty: 5503.465332
	Iteration 127Q: 3 clusters Score -8078484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -8078475.500000 Penalty: 5503.465332
	Iteration 128Q: 3 clusters Score -8078476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 63736 members 
Entering Unmasked Estep 
Score: -8078487.500000 Penalty: 5503.465332
	Iteration 129Q: 3 clusters Score -8078488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 63750 members 
Entering Unmasked Estep 
Score: -8078480.500000 Penalty: 5503.465332
	Iteration 130Q: 3 clusters Score -8078480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 63764 members 
Entering Unmasked Estep 
Score: -8078488.500000 Penalty: 5503.465332
	Iteration 131Q: 3 clusters Score -8078488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -8078494.500000 Penalty: 5503.465332
	Iteration 132Q: 3 clusters Score -8078494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 63792 members 
Entering Unmasked Estep 
Score: -8078494.500000 Penalty: 5503.465332
	Iteration 133Q: 3 clusters Score -8078494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -8078506.000000 Penalty: 5503.465332
	Iteration 134Q: 3 clusters Score -8078506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -8078501.000000 Penalty: 5503.465332
	Iteration 135Q: 3 clusters Score -8078501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 63824 members 
Entering Unmasked Estep 
Score: -8078501.500000 Penalty: 5503.465332
	Iteration 136Q: 3 clusters Score -8078502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -8078494.000000 Penalty: 5503.465332
	Iteration 137Q: 3 clusters Score -8078494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 63847 members 
Entering Unmasked Estep 
Score: -8078502.500000 Penalty: 5503.465332
	Iteration 138Q: 3 clusters Score -8078502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 63858 members 
Entering Unmasked Estep 
Score: -8078495.500000 Penalty: 5503.465332
	Iteration 139Q: 3 clusters Score -8078496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 63867 members 
Entering Unmasked Estep 
Score: -8078502.000000 Penalty: 5503.465332
	Iteration 140F: 3 clusters Score -8078502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 63876 members 
Entering Unmasked Estep 
Score: -8078498.500000 Penalty: 5503.465332
	Iteration 141Q: 3 clusters Score -8078498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -8078507.000000 Penalty: 5503.465332
	Iteration 142Q: 3 clusters Score -8078507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
Score: -8078502.000000 Penalty: 5503.465332
	Iteration 143Q: 3 clusters Score -8078502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 63898 members 
Entering Unmasked Estep 
Score: -8078500.500000 Penalty: 5503.465332
	Iteration 144Q: 3 clusters Score -8078500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -8078501.000000 Penalty: 5503.465332
	Iteration 145Q: 3 clusters Score -8078501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 63906 members 
Entering Unmasked Estep 
Score: -8078500.000000 Penalty: 5503.465332
	Iteration 146Q: 3 clusters Score -8078500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 63907 members 
Entering Unmasked Estep 
Score: -8078507.000000 Penalty: 5503.465332
	Iteration 147Q: 3 clusters Score -8078507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -8078505.500000 Penalty: 5503.465332
	Iteration 148Q: 3 clusters Score -8078506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -8078505.500000 Penalty: 5503.465332
	Iteration 149F: 3 clusters Score -8078506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -66609.695312 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -66609.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65000.914062 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -65000.91 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -65290.699219 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -65290.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65380.503906 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -65380.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65413.660156 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -65413.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -65429.667969 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -65429.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65436.335938 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -65436.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -65445.453125 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -65445.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -65464.550781 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -65464.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65469.390625 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -65469.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -65475.359375 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -65475.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -65480.023438 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -65480.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -65489.371094 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -65489.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65497.957031 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -65497.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -65508.386719 Penalty: 3224.639648
	Iteration 13Q: 3 clusters Score -65508.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65524.070312 Penalty: 3224.639648
	Iteration 14Q: 3 clusters Score -65524.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -65532.683594 Penalty: 3224.639648
	Iteration 15Q: 3 clusters Score -65532.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -65535.531250 Penalty: 3224.639648
	Iteration 16Q: 3 clusters Score -65535.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -65537.398438 Penalty: 3224.639648
	Iteration 17Q: 3 clusters Score -65537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65558.687500 Penalty: 3224.639648
	Iteration 18Q: 3 clusters Score -65558.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -65578.453125 Penalty: 3224.639648
	Iteration 19Q: 3 clusters Score -65578.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65592.117188 Penalty: 3224.639648
	Iteration 20F: 3 clusters Score -65592.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65601.531250 Penalty: 3224.639648
	Iteration 21Q: 3 clusters Score -65601.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -65607.445312 Penalty: 3224.639648
	Iteration 22Q: 3 clusters Score -65607.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -65611.898438 Penalty: 3224.639648
	Iteration 23Q: 3 clusters Score -65611.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -65618.710938 Penalty: 3224.639648
	Iteration 24Q: 3 clusters Score -65618.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -65619.265625 Penalty: 3224.639648
	Iteration 25Q: 3 clusters Score -65619.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -65622.648438 Penalty: 3224.639648
	Iteration 26Q: 3 clusters Score -65622.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65628.640625 Penalty: 3224.639648
	Iteration 27Q: 3 clusters Score -65628.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -65633.445312 Penalty: 3224.639648
	Iteration 28Q: 3 clusters Score -65633.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -65638.671875 Penalty: 3224.639648
	Iteration 29Q: 3 clusters Score -65638.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -65646.023438 Penalty: 3224.639648
	Iteration 30Q: 3 clusters Score -65646.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -65653.687500 Penalty: 3224.639648
	Iteration 31Q: 3 clusters Score -65653.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -65655.835938 Penalty: 3224.639648
	Iteration 32Q: 3 clusters Score -65655.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65660.968750 Penalty: 3224.639648
	Iteration 33Q: 3 clusters Score -65660.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -65661.953125 Penalty: 3224.639648
	Iteration 34Q: 3 clusters Score -65661.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -65661.953125 Penalty: 3224.639648
	Iteration 35F: 3 clusters Score -65661.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -24386.507812 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -24386.51 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 157 members 
Entering Unmasked Estep 
Score: -23136.595703 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -23136.6 nChanged 47
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: -23245.554688 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -23245.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23301.960938 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -23301.96 nChanged 5
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: -23338.453125 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -23338.45 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: -23342.478516 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -23342.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23345.511719 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -23345.51 nChanged 1
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: -23353.634766 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -23353.63 nChanged 4
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: -23364.330078 Penalty: 2835.645752
	Iteration 7Q: 3 clusters Score -23364.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23373.943359 Penalty: 2835.645752
	Iteration 8Q: 3 clusters Score -23373.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23373.943359 Penalty: 2835.645752
	Iteration 9F: 3 clusters Score -23373.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -75347.625000 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -75347.62 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 412 members 
Entering Unmasked Estep 
Score: -73659.117188 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -73659.12 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -73931.890625 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -73931.89 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -74062.992188 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -74062.99 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -74175.953125 Penalty: 3294.673340
	Iteration 3Q: 3 clusters Score -74175.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -74321.476562 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -74321.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -74418.593750 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -74418.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -74471.218750 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -74471.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -74497.210938 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -74497.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -74516.250000 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -74516.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -74525.007812 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -74525.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -74533.601562 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -74533.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -74537.078125 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -74537.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -74543.093750 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -74543.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -74543.585938 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -74543.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -74544.093750 Penalty: 3294.673340
	Iteration 14Q: 3 clusters Score -74544.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -74544.093750 Penalty: 3294.673340
	Iteration 15F: 3 clusters Score -74544.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Entering Unmasked Estep 
Score: -1105129.750000 Penalty: 2258.393066
	Iteration 0F: 2 clusters Score -1105130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1098001.500000 Penalty: 4516.786133
	Iteration 0F: 3 clusters Score -1098002 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1099997.750000 Penalty: 4516.786133
	Iteration 1F: 3 clusters Score -1099998 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1100249.500000 Penalty: 4516.786133
	Iteration 2F: 3 clusters Score -1100250 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1100413.375000 Penalty: 4516.786133
	Iteration 3Q: 3 clusters Score -1100413 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1100525.000000 Penalty: 4516.786133
	Iteration 4Q: 3 clusters Score -1100525 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1100608.250000 Penalty: 4516.786133
	Iteration 5Q: 3 clusters Score -1100608 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1100682.750000 Penalty: 4516.786133
	Iteration 6Q: 3 clusters Score -1100683 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1100747.125000 Penalty: 4516.786133
	Iteration 7Q: 3 clusters Score -1100747 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1100797.375000 Penalty: 4516.786133
	Iteration 8Q: 3 clusters Score -1100797 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1100835.500000 Penalty: 4516.786133
	Iteration 9Q: 3 clusters Score -1100836 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1100872.250000 Penalty: 4516.786133
	Iteration 10Q: 3 clusters Score -1100872 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1100903.000000 Penalty: 4516.786133
	Iteration 11Q: 3 clusters Score -1100903 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1100936.625000 Penalty: 4516.786133
	Iteration 12Q: 3 clusters Score -1100937 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1100985.250000 Penalty: 4516.786133
	Iteration 13Q: 3 clusters Score -1100985 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1101064.875000 Penalty: 4516.786133
	Iteration 14Q: 3 clusters Score -1101065 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1101158.750000 Penalty: 4516.786133
	Iteration 15Q: 3 clusters Score -1101159 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1101269.625000 Penalty: 4516.786133
	Iteration 16Q: 3 clusters Score -1101270 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1101417.375000 Penalty: 4516.786133
	Iteration 17Q: 3 clusters Score -1101417 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1101624.250000 Penalty: 4516.786133
	Iteration 18Q: 3 clusters Score -1101624 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1101878.250000 Penalty: 4516.786133
	Iteration 19Q: 3 clusters Score -1101878 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1102178.875000 Penalty: 4516.786133
	Iteration 20F: 3 clusters Score -1102179 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1102483.500000 Penalty: 4516.786133
	Iteration 21Q: 3 clusters Score -1102484 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1102838.625000 Penalty: 4516.786133
	Iteration 22Q: 3 clusters Score -1102839 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1103200.500000 Penalty: 4516.786133
	Iteration 23Q: 3 clusters Score -1103200 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1103485.125000 Penalty: 4516.786133
	Iteration 24Q: 3 clusters Score -1103485 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1103618.250000 Penalty: 4516.786133
	Iteration 25Q: 3 clusters Score -1103618 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1103662.125000 Penalty: 4516.786133
	Iteration 26Q: 3 clusters Score -1103662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1103682.500000 Penalty: 4516.786133
	Iteration 27Q: 3 clusters Score -1103682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1103698.500000 Penalty: 4516.786133
	Iteration 28Q: 3 clusters Score -1103698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1103706.500000 Penalty: 4516.786133
	Iteration 29Q: 3 clusters Score -1103706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1103707.500000 Penalty: 4516.786133
	Iteration 30Q: 3 clusters Score -1103708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1103708.875000 Penalty: 4516.786133
	Iteration 31Q: 3 clusters Score -1103709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1103710.000000 Penalty: 4516.786133
	Iteration 32Q: 3 clusters Score -1103710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1103708.125000 Penalty: 4516.786133
	Iteration 33Q: 3 clusters Score -1103708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1103711.250000 Penalty: 4516.786133
	Iteration 34Q: 3 clusters Score -1103711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1103712.000000 Penalty: 4516.786133
	Iteration 35Q: 3 clusters Score -1103712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1103714.625000 Penalty: 4516.786133
	Iteration 36Q: 3 clusters Score -1103715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1103716.500000 Penalty: 4516.786133
	Iteration 37Q: 3 clusters Score -1103716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1103719.625000 Penalty: 4516.786133
	Iteration 38Q: 3 clusters Score -1103720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1103719.125000 Penalty: 4516.786133
	Iteration 39Q: 3 clusters Score -1103719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1103719.125000 Penalty: 4516.786133
	Iteration 40F: 3 clusters Score -1103719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208805 members 
Entering Unmasked Estep 
Score: -25433844.000000 Penalty: 3037.790771
	Iteration 0F: 2 clusters Score -2.543384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104331 members 
Mstep: Class 2 contains 104474 members 
Entering Unmasked Estep 
Score: -25299184.000000 Penalty: 6075.581543
	Iteration 0F: 3 clusters Score -2.529918e+07 nChanged 100646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101127 members 
Mstep: Class 2 contains 107678 members 
Entering Unmasked Estep 
Score: -25358310.000000 Penalty: 6075.581543
	Iteration 1F: 3 clusters Score -2.535831e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99101 members 
Mstep: Class 2 contains 109704 members 
Entering Unmasked Estep 
Score: -25359104.000000 Penalty: 6075.581543
	Iteration 2Q: 3 clusters Score -2.53591e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96061 members 
Mstep: Class 2 contains 112744 members 
Entering Unmasked Estep 
Score: -25360086.000000 Penalty: 6075.581543
	Iteration 3Q: 3 clusters Score -2.536009e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91452 members 
Mstep: Class 2 contains 117353 members 
Entering Unmasked Estep 
Score: -25361366.000000 Penalty: 6075.581543
	Iteration 4Q: 3 clusters Score -2.536137e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84749 members 
Mstep: Class 2 contains 124056 members 
Entering Unmasked Estep 
Score: -25364178.000000 Penalty: 6075.581543
	Iteration 5Q: 3 clusters Score -2.536418e+07 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74936 members 
Mstep: Class 2 contains 133869 members 
Entering Unmasked Estep 
Score: -25369064.000000 Penalty: 6075.581543
	Iteration 6Q: 3 clusters Score -2.536906e+07 nChanged 13895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 147646 members 
Entering Unmasked Estep 
Score: -25377782.000000 Penalty: 6075.581543
	Iteration 7F: 3 clusters Score -2.537778e+07 nChanged 17824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 165456 members 
Entering Unmasked Estep 
Score: -25391450.000000 Penalty: 6075.581543
	Iteration 8F: 3 clusters Score -2.539145e+07 nChanged 18883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 184329 members 
Entering Unmasked Estep 
Score: -25408708.000000 Penalty: 6075.581543
	Iteration 9F: 3 clusters Score -2.540871e+07 nChanged 14359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 198688 members 
Entering Unmasked Estep 
Score: -25422296.000000 Penalty: 6075.581543
	Iteration 10F: 3 clusters Score -2.54223e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 205772 members 
Entering Unmasked Estep 
Score: -25428442.000000 Penalty: 6075.581543
	Iteration 11Q: 3 clusters Score -2.542844e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 207954 members 
Entering Unmasked Estep 
Score: -25430268.000000 Penalty: 6075.581543
	Iteration 12Q: 3 clusters Score -2.543027e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 208425 members 
Entering Unmasked Estep 
Score: -25430758.000000 Penalty: 6075.581543
	Iteration 13Q: 3 clusters Score -2.543076e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 208540 members 
Entering Unmasked Estep 
Score: -25430910.000000 Penalty: 6075.581543
	Iteration 14Q: 3 clusters Score -2.543091e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 208579 members 
Entering Unmasked Estep 
Score: -25430990.000000 Penalty: 6075.581543
	Iteration 15Q: 3 clusters Score -2.543099e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 208590 members 
Entering Unmasked Estep 
Score: -25431062.000000 Penalty: 6075.581543
	Iteration 16Q: 3 clusters Score -2.543106e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 208597 members 
Entering Unmasked Estep 
Score: -25431094.000000 Penalty: 6075.581543
	Iteration 17Q: 3 clusters Score -2.543109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 208599 members 
Entering Unmasked Estep 
Score: -25431110.000000 Penalty: 6075.581543
	Iteration 18Q: 3 clusters Score -2.543111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 208597 members 
Entering Unmasked Estep 
Score: -25431138.000000 Penalty: 6075.581543
	Iteration 19Q: 3 clusters Score -2.543114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 208600 members 
Entering Unmasked Estep 
Score: -25431130.000000 Penalty: 6075.581543
	Iteration 20F: 3 clusters Score -2.543113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 208602 members 
Entering Unmasked Estep 
Score: -25431130.000000 Penalty: 6075.581543
	Iteration 21Q: 3 clusters Score -2.543113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208605 members 
Entering Unmasked Estep 
Score: -25431146.000000 Penalty: 6075.581543
	Iteration 22Q: 3 clusters Score -2.543115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 208608 members 
Entering Unmasked Estep 
Score: -25431158.000000 Penalty: 6075.581543
	Iteration 23Q: 3 clusters Score -2.543116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 208610 members 
Entering Unmasked Estep 
Score: -25431154.000000 Penalty: 6075.581543
	Iteration 24Q: 3 clusters Score -2.543115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 208609 members 
Entering Unmasked Estep 
Score: -25431156.000000 Penalty: 6075.581543
	Iteration 25Q: 3 clusters Score -2.543116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 208609 members 
Entering Unmasked Estep 
Score: -25431156.000000 Penalty: 6075.581543
	Iteration 26F: 3 clusters Score -2.543116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Entering Unmasked Estep 
Score: -427765.062500 Penalty: 2040.720337
	Iteration 0F: 2 clusters Score -427765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -424026.593750 Penalty: 4081.440674
	Iteration 0F: 3 clusters Score -424026.6 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -424860.937500 Penalty: 4081.440674
	Iteration 1F: 3 clusters Score -424860.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -425027.968750 Penalty: 4081.440674
	Iteration 2F: 3 clusters Score -425028 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -425125.156250 Penalty: 4081.440674
	Iteration 3Q: 3 clusters Score -425125.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -425186.187500 Penalty: 4081.440674
	Iteration 4Q: 3 clusters Score -425186.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -425233.500000 Penalty: 4081.440674
	Iteration 5Q: 3 clusters Score -425233.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -425278.875000 Penalty: 4081.440674
	Iteration 6Q: 3 clusters Score -425278.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -425313.812500 Penalty: 4081.440674
	Iteration 7Q: 3 clusters Score -425313.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -425350.875000 Penalty: 4081.440674
	Iteration 8Q: 3 clusters Score -425350.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -425389.625000 Penalty: 4081.440674
	Iteration 9Q: 3 clusters Score -425389.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -425435.593750 Penalty: 4081.440674
	Iteration 10Q: 3 clusters Score -425435.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -425493.281250 Penalty: 4081.440674
	Iteration 11Q: 3 clusters Score -425493.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -425546.125000 Penalty: 4081.440674
	Iteration 12Q: 3 clusters Score -425546.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -425610.000000 Penalty: 4081.440674
	Iteration 13Q: 3 clusters Score -425610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -425663.125000 Penalty: 4081.440674
	Iteration 14Q: 3 clusters Score -425663.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -425698.843750 Penalty: 4081.440674
	Iteration 15Q: 3 clusters Score -425698.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -425725.312500 Penalty: 4081.440674
	Iteration 16Q: 3 clusters Score -425725.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -425752.875000 Penalty: 4081.440674
	Iteration 17Q: 3 clusters Score -425752.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -425777.531250 Penalty: 4081.440674
	Iteration 18Q: 3 clusters Score -425777.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -425800.187500 Penalty: 4081.440674
	Iteration 19Q: 3 clusters Score -425800.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -425822.218750 Penalty: 4081.440674
	Iteration 20F: 3 clusters Score -425822.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -425842.906250 Penalty: 4081.440674
	Iteration 21Q: 3 clusters Score -425842.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -425868.000000 Penalty: 4081.440674
	Iteration 22Q: 3 clusters Score -425868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -425884.500000 Penalty: 4081.440674
	Iteration 23Q: 3 clusters Score -425884.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -425897.312500 Penalty: 4081.440674
	Iteration 24Q: 3 clusters Score -425897.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -425909.781250 Penalty: 4081.440674
	Iteration 25Q: 3 clusters Score -425909.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -425920.156250 Penalty: 4081.440674
	Iteration 26Q: 3 clusters Score -425920.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -425926.500000 Penalty: 4081.440674
	Iteration 27Q: 3 clusters Score -425926.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -425934.187500 Penalty: 4081.440674
	Iteration 28Q: 3 clusters Score -425934.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -425942.656250 Penalty: 4081.440674
	Iteration 29Q: 3 clusters Score -425942.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -425946.500000 Penalty: 4081.440674
	Iteration 30Q: 3 clusters Score -425946.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -425953.312500 Penalty: 4081.440674
	Iteration 31Q: 3 clusters Score -425953.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -425965.093750 Penalty: 4081.440674
	Iteration 32Q: 3 clusters Score -425965.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -425974.906250 Penalty: 4081.440674
	Iteration 33Q: 3 clusters Score -425974.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -425982.312500 Penalty: 4081.440674
	Iteration 34Q: 3 clusters Score -425982.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -425994.312500 Penalty: 4081.440674
	Iteration 35Q: 3 clusters Score -425994.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -426011.468750 Penalty: 4081.440674
	Iteration 36Q: 3 clusters Score -426011.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -426024.687500 Penalty: 4081.440674
	Iteration 37Q: 3 clusters Score -426024.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -426040.031250 Penalty: 4081.440674
	Iteration 38Q: 3 clusters Score -426040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -426060.437500 Penalty: 4081.440674
	Iteration 39Q: 3 clusters Score -426060.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -426092.187500 Penalty: 4081.440674
	Iteration 40F: 3 clusters Score -426092.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -426130.312500 Penalty: 4081.440674
	Iteration 41Q: 3 clusters Score -426130.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -426171.000000 Penalty: 4081.440674
	Iteration 42Q: 3 clusters Score -426171 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -426216.781250 Penalty: 4081.440674
	Iteration 43Q: 3 clusters Score -426216.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -426256.906250 Penalty: 4081.440674
	Iteration 44Q: 3 clusters Score -426256.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -426301.906250 Penalty: 4081.440674
	Iteration 45Q: 3 clusters Score -426301.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -426341.375000 Penalty: 4081.440674
	Iteration 46Q: 3 clusters Score -426341.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -426378.718750 Penalty: 4081.440674
	Iteration 47Q: 3 clusters Score -426378.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -426420.093750 Penalty: 4081.440674
	Iteration 48Q: 3 clusters Score -426420.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -426446.718750 Penalty: 4081.440674
	Iteration 49Q: 3 clusters Score -426446.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -426461.875000 Penalty: 4081.440674
	Iteration 50Q: 3 clusters Score -426461.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -426475.562500 Penalty: 4081.440674
	Iteration 51Q: 3 clusters Score -426475.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -426486.062500 Penalty: 4081.440674
	Iteration 52Q: 3 clusters Score -426486.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -426491.531250 Penalty: 4081.440674
	Iteration 53Q: 3 clusters Score -426491.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -426493.437500 Penalty: 4081.440674
	Iteration 54Q: 3 clusters Score -426493.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -426496.843750 Penalty: 4081.440674
	Iteration 55Q: 3 clusters Score -426496.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -426498.187500 Penalty: 4081.440674
	Iteration 56Q: 3 clusters Score -426498.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -426500.937500 Penalty: 4081.440674
	Iteration 57Q: 3 clusters Score -426500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -426502.093750 Penalty: 4081.440674
	Iteration 58Q: 3 clusters Score -426502.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -426503.156250 Penalty: 4081.440674
	Iteration 59Q: 3 clusters Score -426503.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -426504.593750 Penalty: 4081.440674
	Iteration 60F: 3 clusters Score -426504.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -426506.937500 Penalty: 4081.440674
	Iteration 61Q: 3 clusters Score -426506.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -426511.437500 Penalty: 4081.440674
	Iteration 62Q: 3 clusters Score -426511.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -426514.781250 Penalty: 4081.440674
	Iteration 63Q: 3 clusters Score -426514.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -426516.843750 Penalty: 4081.440674
	Iteration 64Q: 3 clusters Score -426516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -426517.000000 Penalty: 4081.440674
	Iteration 65Q: 3 clusters Score -426517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -426518.156250 Penalty: 4081.440674
	Iteration 66Q: 3 clusters Score -426518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -426518.156250 Penalty: 4081.440674
	Iteration 67F: 3 clusters Score -426518.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (235944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235944 members 
Entering Unmasked Estep 
Score: -28593616.000000 Penalty: 3068.094727
	Iteration 0F: 2 clusters Score -2.859362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118143 members 
Mstep: Class 2 contains 117801 members 
Entering Unmasked Estep 
Score: -28443780.000000 Penalty: 6136.189453
	Iteration 0F: 3 clusters Score -2.844378e+07 nChanged 114117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122060 members 
Mstep: Class 2 contains 113884 members 
Entering Unmasked Estep 
Score: -28511988.000000 Penalty: 6136.189453
	Iteration 1F: 3 clusters Score -2.851199e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124125 members 
Mstep: Class 2 contains 111819 members 
Entering Unmasked Estep 
Score: -28514704.000000 Penalty: 6136.189453
	Iteration 2Q: 3 clusters Score -2.85147e+07 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126656 members 
Mstep: Class 2 contains 109288 members 
Entering Unmasked Estep 
Score: -28519194.000000 Penalty: 6136.189453
	Iteration 3Q: 3 clusters Score -2.851919e+07 nChanged 11338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129442 members 
Mstep: Class 2 contains 106502 members 
Entering Unmasked Estep 
Score: -28525682.000000 Penalty: 6136.189453
	Iteration 4Q: 3 clusters Score -2.852568e+07 nChanged 13770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132018 members 
Mstep: Class 2 contains 103926 members 
Entering Unmasked Estep 
Score: -28534698.000000 Penalty: 6136.189453
	Iteration 5F: 3 clusters Score -2.85347e+07 nChanged 15818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133972 members 
Mstep: Class 2 contains 101972 members 
Entering Unmasked Estep 
Score: -28547034.000000 Penalty: 6136.189453
	Iteration 6F: 3 clusters Score -2.854703e+07 nChanged 16583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135013 members 
Mstep: Class 2 contains 100931 members 
Entering Unmasked Estep 
Score: -28559014.000000 Penalty: 6136.189453
	Iteration 7F: 3 clusters Score -2.855901e+07 nChanged 13617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135232 members 
Mstep: Class 2 contains 100712 members 
Entering Unmasked Estep 
Score: -28565640.000000 Penalty: 6136.189453
	Iteration 8F: 3 clusters Score -2.856564e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135651 members 
Mstep: Class 2 contains 100293 members 
Entering Unmasked Estep 
Score: -28568010.000000 Penalty: 6136.189453
	Iteration 9Q: 3 clusters Score -2.856801e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136175 members 
Mstep: Class 2 contains 99769 members 
Entering Unmasked Estep 
Score: -28568658.000000 Penalty: 6136.189453
	Iteration 10Q: 3 clusters Score -2.856866e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136763 members 
Mstep: Class 2 contains 99181 members 
Entering Unmasked Estep 
Score: -28569224.000000 Penalty: 6136.189453
	Iteration 11Q: 3 clusters Score -2.856922e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137375 members 
Mstep: Class 2 contains 98569 members 
Entering Unmasked Estep 
Score: -28569484.000000 Penalty: 6136.189453
	Iteration 12Q: 3 clusters Score -2.856948e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137933 members 
Mstep: Class 2 contains 98011 members 
Entering Unmasked Estep 
Score: -28569794.000000 Penalty: 6136.189453
	Iteration 13Q: 3 clusters Score -2.856979e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138396 members 
Mstep: Class 2 contains 97548 members 
Entering Unmasked Estep 
Score: -28570264.000000 Penalty: 6136.189453
	Iteration 14Q: 3 clusters Score -2.857026e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138812 members 
Mstep: Class 2 contains 97132 members 
Entering Unmasked Estep 
Score: -28570730.000000 Penalty: 6136.189453
	Iteration 15Q: 3 clusters Score -2.857073e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139172 members 
Mstep: Class 2 contains 96772 members 
Entering Unmasked Estep 
Score: -28571278.000000 Penalty: 6136.189453
	Iteration 16Q: 3 clusters Score -2.857128e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139529 members 
Mstep: Class 2 contains 96415 members 
Entering Unmasked Estep 
Score: -28571686.000000 Penalty: 6136.189453
	Iteration 17Q: 3 clusters Score -2.857169e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139780 members 
Mstep: Class 2 contains 96164 members 
Entering Unmasked Estep 
Score: -28572164.000000 Penalty: 6136.189453
	Iteration 18Q: 3 clusters Score -2.857216e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139996 members 
Mstep: Class 2 contains 95948 members 
Entering Unmasked Estep 
Score: -28572442.000000 Penalty: 6136.189453
	Iteration 19Q: 3 clusters Score -2.857244e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140238 members 
Mstep: Class 2 contains 95706 members 
Entering Unmasked Estep 
Score: -28572742.000000 Penalty: 6136.189453
	Iteration 20F: 3 clusters Score -2.857274e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140462 members 
Mstep: Class 2 contains 95482 members 
Entering Unmasked Estep 
Score: -28573316.000000 Penalty: 6136.189453
	Iteration 21Q: 3 clusters Score -2.857332e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140694 members 
Mstep: Class 2 contains 95250 members 
Entering Unmasked Estep 
Score: -28573526.000000 Penalty: 6136.189453
	Iteration 22Q: 3 clusters Score -2.857353e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140985 members 
Mstep: Class 2 contains 94959 members 
Entering Unmasked Estep 
Score: -28573946.000000 Penalty: 6136.189453
	Iteration 23Q: 3 clusters Score -2.857395e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141376 members 
Mstep: Class 2 contains 94568 members 
Entering Unmasked Estep 
Score: -28574286.000000 Penalty: 6136.189453
	Iteration 24Q: 3 clusters Score -2.857429e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141856 members 
Mstep: Class 2 contains 94088 members 
Entering Unmasked Estep 
Score: -28574728.000000 Penalty: 6136.189453
	Iteration 25Q: 3 clusters Score -2.857473e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142456 members 
Mstep: Class 2 contains 93488 members 
Entering Unmasked Estep 
Score: -28574998.000000 Penalty: 6136.189453
	Iteration 26Q: 3 clusters Score -2.8575e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143122 members 
Mstep: Class 2 contains 92822 members 
Entering Unmasked Estep 
Score: -28575182.000000 Penalty: 6136.189453
	Iteration 27Q: 3 clusters Score -2.857518e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143834 members 
Mstep: Class 2 contains 92110 members 
Entering Unmasked Estep 
Score: -28575332.000000 Penalty: 6136.189453
	Iteration 28Q: 3 clusters Score -2.857533e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144597 members 
Mstep: Class 2 contains 91347 members 
Entering Unmasked Estep 
Score: -28575558.000000 Penalty: 6136.189453
	Iteration 29Q: 3 clusters Score -2.857556e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145457 members 
Mstep: Class 2 contains 90487 members 
Entering Unmasked Estep 
Score: -28575828.000000 Penalty: 6136.189453
	Iteration 30Q: 3 clusters Score -2.857583e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146389 members 
Mstep: Class 2 contains 89555 members 
Entering Unmasked Estep 
Score: -28575920.000000 Penalty: 6136.189453
	Iteration 31Q: 3 clusters Score -2.857592e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147388 members 
Mstep: Class 2 contains 88556 members 
Entering Unmasked Estep 
Score: -28576140.000000 Penalty: 6136.189453
	Iteration 32Q: 3 clusters Score -2.857614e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148465 members 
Mstep: Class 2 contains 87479 members 
Entering Unmasked Estep 
Score: -28576228.000000 Penalty: 6136.189453
	Iteration 33Q: 3 clusters Score -2.857623e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149653 members 
Mstep: Class 2 contains 86291 members 
Entering Unmasked Estep 
Score: -28576458.000000 Penalty: 6136.189453
	Iteration 34Q: 3 clusters Score -2.857646e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150915 members 
Mstep: Class 2 contains 85029 members 
Entering Unmasked Estep 
Score: -28576496.000000 Penalty: 6136.189453
	Iteration 35Q: 3 clusters Score -2.85765e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152286 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -28576648.000000 Penalty: 6136.189453
	Iteration 36Q: 3 clusters Score -2.857665e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153704 members 
Mstep: Class 2 contains 82240 members 
Entering Unmasked Estep 
Score: -28576876.000000 Penalty: 6136.189453
	Iteration 37Q: 3 clusters Score -2.857688e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155224 members 
Mstep: Class 2 contains 80720 members 
Entering Unmasked Estep 
Score: -28577054.000000 Penalty: 6136.189453
	Iteration 38Q: 3 clusters Score -2.857705e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156788 members 
Mstep: Class 2 contains 79156 members 
Entering Unmasked Estep 
Score: -28577308.000000 Penalty: 6136.189453
	Iteration 39Q: 3 clusters Score -2.857731e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158421 members 
Mstep: Class 2 contains 77523 members 
Entering Unmasked Estep 
Score: -28577456.000000 Penalty: 6136.189453
	Iteration 40F: 3 clusters Score -2.857746e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160000 members 
Mstep: Class 2 contains 75944 members 
Entering Unmasked Estep 
Score: -28577516.000000 Penalty: 6136.189453
	Iteration 41Q: 3 clusters Score -2.857752e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161656 members 
Mstep: Class 2 contains 74288 members 
Entering Unmasked Estep 
Score: -28577550.000000 Penalty: 6136.189453
	Iteration 42Q: 3 clusters Score -2.857755e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163408 members 
Mstep: Class 2 contains 72536 members 
Entering Unmasked Estep 
Score: -28577674.000000 Penalty: 6136.189453
	Iteration 43Q: 3 clusters Score -2.857767e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165187 members 
Mstep: Class 2 contains 70757 members 
Entering Unmasked Estep 
Score: -28577782.000000 Penalty: 6136.189453
	Iteration 44Q: 3 clusters Score -2.857778e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167039 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -28577962.000000 Penalty: 6136.189453
	Iteration 45Q: 3 clusters Score -2.857796e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168947 members 
Mstep: Class 2 contains 66997 members 
Entering Unmasked Estep 
Score: -28578052.000000 Penalty: 6136.189453
	Iteration 46Q: 3 clusters Score -2.857805e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170851 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -28578228.000000 Penalty: 6136.189453
	Iteration 47Q: 3 clusters Score -2.857823e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172840 members 
Mstep: Class 2 contains 63104 members 
Entering Unmasked Estep 
Score: -28578494.000000 Penalty: 6136.189453
	Iteration 48Q: 3 clusters Score -2.857849e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174902 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -28578706.000000 Penalty: 6136.189453
	Iteration 49Q: 3 clusters Score -2.857871e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176969 members 
Mstep: Class 2 contains 58975 members 
Entering Unmasked Estep 
Score: -28578952.000000 Penalty: 6136.189453
	Iteration 50Q: 3 clusters Score -2.857895e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179147 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -28579266.000000 Penalty: 6136.189453
	Iteration 51Q: 3 clusters Score -2.857927e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181406 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -28579626.000000 Penalty: 6136.189453
	Iteration 52Q: 3 clusters Score -2.857963e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183793 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -28580122.000000 Penalty: 6136.189453
	Iteration 53Q: 3 clusters Score -2.858012e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186284 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -28580604.000000 Penalty: 6136.189453
	Iteration 54Q: 3 clusters Score -2.85806e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188878 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -28581128.000000 Penalty: 6136.189453
	Iteration 55Q: 3 clusters Score -2.858113e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191456 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -28581562.000000 Penalty: 6136.189453
	Iteration 56Q: 3 clusters Score -2.858156e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194035 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -28581944.000000 Penalty: 6136.189453
	Iteration 57Q: 3 clusters Score -2.858194e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196580 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -28582432.000000 Penalty: 6136.189453
	Iteration 58Q: 3 clusters Score -2.858243e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199125 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -28583008.000000 Penalty: 6136.189453
	Iteration 59Q: 3 clusters Score -2.858301e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201644 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -28583522.000000 Penalty: 6136.189453
	Iteration 60F: 3 clusters Score -2.858352e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204144 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -28584018.000000 Penalty: 6136.189453
	Iteration 61Q: 3 clusters Score -2.858402e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206520 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -28584496.000000 Penalty: 6136.189453
	Iteration 62Q: 3 clusters Score -2.85845e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208755 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -28584872.000000 Penalty: 6136.189453
	Iteration 63Q: 3 clusters Score -2.858487e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210977 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -28585162.000000 Penalty: 6136.189453
	Iteration 64Q: 3 clusters Score -2.858516e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212999 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -28585622.000000 Penalty: 6136.189453
	Iteration 65Q: 3 clusters Score -2.858562e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214883 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -28586048.000000 Penalty: 6136.189453
	Iteration 66Q: 3 clusters Score -2.858605e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216683 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -28586504.000000 Penalty: 6136.189453
	Iteration 67Q: 3 clusters Score -2.85865e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218381 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -28586812.000000 Penalty: 6136.189453
	Iteration 68Q: 3 clusters Score -2.858681e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219937 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -28587190.000000 Penalty: 6136.189453
	Iteration 69Q: 3 clusters Score -2.858719e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221394 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -28587410.000000 Penalty: 6136.189453
	Iteration 70Q: 3 clusters Score -2.858741e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222768 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -28587620.000000 Penalty: 6136.189453
	Iteration 71Q: 3 clusters Score -2.858762e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224010 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -28588100.000000 Penalty: 6136.189453
	Iteration 72Q: 3 clusters Score -2.85881e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225145 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -28588274.000000 Penalty: 6136.189453
	Iteration 73Q: 3 clusters Score -2.858827e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226171 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -28588478.000000 Penalty: 6136.189453
	Iteration 74Q: 3 clusters Score -2.858848e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227125 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -28588758.000000 Penalty: 6136.189453
	Iteration 75Q: 3 clusters Score -2.858876e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227910 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -28588980.000000 Penalty: 6136.189453
	Iteration 76Q: 3 clusters Score -2.858898e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228623 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -28589164.000000 Penalty: 6136.189453
	Iteration 77Q: 3 clusters Score -2.858916e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229234 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -28589308.000000 Penalty: 6136.189453
	Iteration 78Q: 3 clusters Score -2.858931e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229786 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -28589424.000000 Penalty: 6136.189453
	Iteration 79Q: 3 clusters Score -2.858942e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230285 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -28589650.000000 Penalty: 6136.189453
	Iteration 80F: 3 clusters Score -2.858965e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230725 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -28589776.000000 Penalty: 6136.189453
	Iteration 81Q: 3 clusters Score -2.858978e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231113 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -28589872.000000 Penalty: 6136.189453
	Iteration 82Q: 3 clusters Score -2.858987e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231449 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -28589896.000000 Penalty: 6136.189453
	Iteration 83Q: 3 clusters Score -2.85899e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231747 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -28590038.000000 Penalty: 6136.189453
	Iteration 84Q: 3 clusters Score -2.859004e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232010 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -28590148.000000 Penalty: 6136.189453
	Iteration 85Q: 3 clusters Score -2.859015e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232244 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -28590292.000000 Penalty: 6136.189453
	Iteration 86Q: 3 clusters Score -2.859029e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232435 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -28590364.000000 Penalty: 6136.189453
	Iteration 87Q: 3 clusters Score -2.859036e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232604 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -28590372.000000 Penalty: 6136.189453
	Iteration 88Q: 3 clusters Score -2.859037e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232736 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -28590408.000000 Penalty: 6136.189453
	Iteration 89Q: 3 clusters Score -2.859041e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232877 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -28590406.000000 Penalty: 6136.189453
	Iteration 90Q: 3 clusters Score -2.859041e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232992 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -28590454.000000 Penalty: 6136.189453
	Iteration 91Q: 3 clusters Score -2.859045e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233091 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -28590498.000000 Penalty: 6136.189453
	Iteration 92Q: 3 clusters Score -2.85905e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233185 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -28590538.000000 Penalty: 6136.189453
	Iteration 93Q: 3 clusters Score -2.859054e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233283 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -28590584.000000 Penalty: 6136.189453
	Iteration 94Q: 3 clusters Score -2.859058e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233366 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -28590618.000000 Penalty: 6136.189453
	Iteration 95Q: 3 clusters Score -2.859062e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233439 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -28590596.000000 Penalty: 6136.189453
	Iteration 96Q: 3 clusters Score -2.85906e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233493 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -28590642.000000 Penalty: 6136.189453
	Iteration 97Q: 3 clusters Score -2.859064e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233550 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -28590654.000000 Penalty: 6136.189453
	Iteration 98Q: 3 clusters Score -2.859065e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233597 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -28590696.000000 Penalty: 6136.189453
	Iteration 99Q: 3 clusters Score -2.85907e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233647 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -28590684.000000 Penalty: 6136.189453
	Iteration 100F: 3 clusters Score -2.859068e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233684 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -28590686.000000 Penalty: 6136.189453
	Iteration 101Q: 3 clusters Score -2.859069e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233721 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -28590674.000000 Penalty: 6136.189453
	Iteration 102Q: 3 clusters Score -2.859067e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233754 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -28590676.000000 Penalty: 6136.189453
	Iteration 103Q: 3 clusters Score -2.859068e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233776 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -28590668.000000 Penalty: 6136.189453
	Iteration 104Q: 3 clusters Score -2.859067e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233807 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -28590676.000000 Penalty: 6136.189453
	Iteration 105Q: 3 clusters Score -2.859068e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233831 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -28590694.000000 Penalty: 6136.189453
	Iteration 106Q: 3 clusters Score -2.859069e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233856 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -28590728.000000 Penalty: 6136.189453
	Iteration 107Q: 3 clusters Score -2.859073e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233888 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -28590754.000000 Penalty: 6136.189453
	Iteration 108Q: 3 clusters Score -2.859075e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233908 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -28590766.000000 Penalty: 6136.189453
	Iteration 109Q: 3 clusters Score -2.859077e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233934 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -28590788.000000 Penalty: 6136.189453
	Iteration 110Q: 3 clusters Score -2.859079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233947 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -28590794.000000 Penalty: 6136.189453
	Iteration 111Q: 3 clusters Score -2.859079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233964 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -28590826.000000 Penalty: 6136.189453
	Iteration 112Q: 3 clusters Score -2.859083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233968 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -28590810.000000 Penalty: 6136.189453
	Iteration 113Q: 3 clusters Score -2.859081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233973 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -28590824.000000 Penalty: 6136.189453
	Iteration 114Q: 3 clusters Score -2.859082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233977 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -28590834.000000 Penalty: 6136.189453
	Iteration 115Q: 3 clusters Score -2.859083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233981 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -28590840.000000 Penalty: 6136.189453
	Iteration 116Q: 3 clusters Score -2.859084e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233984 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -28590858.000000 Penalty: 6136.189453
	Iteration 117Q: 3 clusters Score -2.859086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233987 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -28590872.000000 Penalty: 6136.189453
	Iteration 118Q: 3 clusters Score -2.859087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233988 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -28590856.000000 Penalty: 6136.189453
	Iteration 119Q: 3 clusters Score -2.859086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233993 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -28590864.000000 Penalty: 6136.189453
	Iteration 120F: 3 clusters Score -2.859086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233999 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -28590852.000000 Penalty: 6136.189453
	Iteration 121Q: 3 clusters Score -2.859085e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234008 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -28590864.000000 Penalty: 6136.189453
	Iteration 122Q: 3 clusters Score -2.859086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234012 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -28590878.000000 Penalty: 6136.189453
	Iteration 123Q: 3 clusters Score -2.859088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234014 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -28590878.000000 Penalty: 6136.189453
	Iteration 124Q: 3 clusters Score -2.859088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234014 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -28590880.000000 Penalty: 6136.189453
	Iteration 125Q: 3 clusters Score -2.859088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234016 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -28590862.000000 Penalty: 6136.189453
	Iteration 126Q: 3 clusters Score -2.859086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234021 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -28590876.000000 Penalty: 6136.189453
	Iteration 127Q: 3 clusters Score -2.859088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234021 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -28590862.000000 Penalty: 6136.189453
	Iteration 128Q: 3 clusters Score -2.859086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234021 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -28590862.000000 Penalty: 6136.189453
	Iteration 129F: 3 clusters Score -2.859086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -95907.609375 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -95907.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -94007.125000 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -94007.12 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -94274.093750 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -94274.09 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -94401.812500 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -94401.81 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -94506.000000 Penalty: 3399.236328
	Iteration 3Q: 3 clusters Score -94506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -94573.218750 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -94573.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -94632.226562 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -94632.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94704.953125 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -94704.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -94771.320312 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -94771.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94842.593750 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -94842.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -94885.687500 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -94885.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -94940.757812 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -94940.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -94980.093750 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -94980.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -95009.273438 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -95009.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -95029.367188 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -95029.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -95038.664062 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -95038.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -95051.312500 Penalty: 3399.236328
	Iteration 15Q: 3 clusters Score -95051.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95060.140625 Penalty: 3399.236328
	Iteration 16Q: 3 clusters Score -95060.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95068.281250 Penalty: 3399.236328
	Iteration 17Q: 3 clusters Score -95068.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95076.593750 Penalty: 3399.236328
	Iteration 18Q: 3 clusters Score -95076.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95081.460938 Penalty: 3399.236328
	Iteration 19Q: 3 clusters Score -95081.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95081.460938 Penalty: 3399.236328
	Iteration 20F: 3 clusters Score -95081.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Entering Unmasked Estep 
Score: -1359651.000000 Penalty: 2322.422119
	Iteration 0F: 2 clusters Score -1359651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1350882.625000 Penalty: 4644.844238
	Iteration 0F: 3 clusters Score -1350883 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1353556.875000 Penalty: 4644.844238
	Iteration 1F: 3 clusters Score -1353557 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1354039.375000 Penalty: 4644.844238
	Iteration 2F: 3 clusters Score -1354039 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1354607.000000 Penalty: 4644.844238
	Iteration 3F: 3 clusters Score -1354607 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1355167.875000 Penalty: 4644.844238
	Iteration 4F: 3 clusters Score -1355168 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1355739.125000 Penalty: 4644.844238
	Iteration 5F: 3 clusters Score -1355739 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1356333.625000 Penalty: 4644.844238
	Iteration 6F: 3 clusters Score -1356334 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1356943.250000 Penalty: 4644.844238
	Iteration 7F: 3 clusters Score -1356943 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1357475.125000 Penalty: 4644.844238
	Iteration 8F: 3 clusters Score -1357475 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1357828.625000 Penalty: 4644.844238
	Iteration 9Q: 3 clusters Score -1357829 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1358067.875000 Penalty: 4644.844238
	Iteration 10Q: 3 clusters Score -1358068 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1358217.125000 Penalty: 4644.844238
	Iteration 11Q: 3 clusters Score -1358217 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1358320.000000 Penalty: 4644.844238
	Iteration 12Q: 3 clusters Score -1358320 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1358374.000000 Penalty: 4644.844238
	Iteration 13Q: 3 clusters Score -1358374 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1358406.750000 Penalty: 4644.844238
	Iteration 14Q: 3 clusters Score -1358407 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1358449.375000 Penalty: 4644.844238
	Iteration 15Q: 3 clusters Score -1358449 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1358477.000000 Penalty: 4644.844238
	Iteration 16Q: 3 clusters Score -1358477 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1358514.125000 Penalty: 4644.844238
	Iteration 17Q: 3 clusters Score -1358514 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1358531.500000 Penalty: 4644.844238
	Iteration 18Q: 3 clusters Score -1358532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1358543.250000 Penalty: 4644.844238
	Iteration 19Q: 3 clusters Score -1358543 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1358554.500000 Penalty: 4644.844238
	Iteration 20F: 3 clusters Score -1358554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1358570.125000 Penalty: 4644.844238
	Iteration 21Q: 3 clusters Score -1358570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1358587.500000 Penalty: 4644.844238
	Iteration 22Q: 3 clusters Score -1358588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1358605.125000 Penalty: 4644.844238
	Iteration 23Q: 3 clusters Score -1358605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1358613.750000 Penalty: 4644.844238
	Iteration 24Q: 3 clusters Score -1358614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1358621.125000 Penalty: 4644.844238
	Iteration 25Q: 3 clusters Score -1358621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1358626.125000 Penalty: 4644.844238
	Iteration 26Q: 3 clusters Score -1358626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1358629.250000 Penalty: 4644.844238
	Iteration 27Q: 3 clusters Score -1358629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1358633.125000 Penalty: 4644.844238
	Iteration 28Q: 3 clusters Score -1358633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1358635.125000 Penalty: 4644.844238
	Iteration 29Q: 3 clusters Score -1358635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1358642.250000 Penalty: 4644.844238
	Iteration 30Q: 3 clusters Score -1358642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1358644.375000 Penalty: 4644.844238
	Iteration 31Q: 3 clusters Score -1358644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1358646.750000 Penalty: 4644.844238
	Iteration 32Q: 3 clusters Score -1358647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1358649.625000 Penalty: 4644.844238
	Iteration 33Q: 3 clusters Score -1358650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1358650.250000 Penalty: 4644.844238
	Iteration 34Q: 3 clusters Score -1358650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1358652.500000 Penalty: 4644.844238
	Iteration 35Q: 3 clusters Score -1358652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1358652.375000 Penalty: 4644.844238
	Iteration 36Q: 3 clusters Score -1358652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1358654.500000 Penalty: 4644.844238
	Iteration 37Q: 3 clusters Score -1358654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1358654.500000 Penalty: 4644.844238
	Iteration 38Q: 3 clusters Score -1358654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1358659.875000 Penalty: 4644.844238
	Iteration 39Q: 3 clusters Score -1358660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1358665.750000 Penalty: 4644.844238
	Iteration 40F: 3 clusters Score -1358666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1358670.250000 Penalty: 4644.844238
	Iteration 41Q: 3 clusters Score -1358670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1358673.375000 Penalty: 4644.844238
	Iteration 42Q: 3 clusters Score -1358673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1358685.750000 Penalty: 4644.844238
	Iteration 43Q: 3 clusters Score -1358686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1358695.500000 Penalty: 4644.844238
	Iteration 44Q: 3 clusters Score -1358696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1358706.250000 Penalty: 4644.844238
	Iteration 45Q: 3 clusters Score -1358706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1358714.125000 Penalty: 4644.844238
	Iteration 46Q: 3 clusters Score -1358714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1358719.000000 Penalty: 4644.844238
	Iteration 47Q: 3 clusters Score -1358719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1358727.000000 Penalty: 4644.844238
	Iteration 48Q: 3 clusters Score -1358727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1358737.000000 Penalty: 4644.844238
	Iteration 49Q: 3 clusters Score -1358737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1358737.375000 Penalty: 4644.844238
	Iteration 50Q: 3 clusters Score -1358737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1358743.875000 Penalty: 4644.844238
	Iteration 51Q: 3 clusters Score -1358744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1358746.375000 Penalty: 4644.844238
	Iteration 52Q: 3 clusters Score -1358746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1358748.375000 Penalty: 4644.844238
	Iteration 53Q: 3 clusters Score -1358748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1358751.250000 Penalty: 4644.844238
	Iteration 54Q: 3 clusters Score -1358751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1358753.625000 Penalty: 4644.844238
	Iteration 55Q: 3 clusters Score -1358754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1358753.625000 Penalty: 4644.844238
	Iteration 56F: 3 clusters Score -1358754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Entering Unmasked Estep 
Score: -286720.000000 Penalty: 1952.179810
	Iteration 0F: 2 clusters Score -286720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -283717.937500 Penalty: 3904.359619
	Iteration 0F: 3 clusters Score -283717.9 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -284331.312500 Penalty: 3904.359619
	Iteration 1F: 3 clusters Score -284331.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -284581.562500 Penalty: 3904.359619
	Iteration 2F: 3 clusters Score -284581.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -284786.937500 Penalty: 3904.359619
	Iteration 3F: 3 clusters Score -284786.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -284920.125000 Penalty: 3904.359619
	Iteration 4F: 3 clusters Score -284920.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -285007.781250 Penalty: 3904.359619
	Iteration 5Q: 3 clusters Score -285007.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -285070.500000 Penalty: 3904.359619
	Iteration 6Q: 3 clusters Score -285070.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -285133.875000 Penalty: 3904.359619
	Iteration 7Q: 3 clusters Score -285133.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -285181.781250 Penalty: 3904.359619
	Iteration 8Q: 3 clusters Score -285181.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -285212.500000 Penalty: 3904.359619
	Iteration 9Q: 3 clusters Score -285212.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -285233.781250 Penalty: 3904.359619
	Iteration 10Q: 3 clusters Score -285233.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -285254.531250 Penalty: 3904.359619
	Iteration 11Q: 3 clusters Score -285254.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -285272.718750 Penalty: 3904.359619
	Iteration 12Q: 3 clusters Score -285272.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -285285.125000 Penalty: 3904.359619
	Iteration 13Q: 3 clusters Score -285285.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -285292.437500 Penalty: 3904.359619
	Iteration 14Q: 3 clusters Score -285292.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -285297.468750 Penalty: 3904.359619
	Iteration 15Q: 3 clusters Score -285297.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -285300.812500 Penalty: 3904.359619
	Iteration 16Q: 3 clusters Score -285300.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -285302.468750 Penalty: 3904.359619
	Iteration 17Q: 3 clusters Score -285302.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -285305.312500 Penalty: 3904.359619
	Iteration 18Q: 3 clusters Score -285305.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -285307.312500 Penalty: 3904.359619
	Iteration 19Q: 3 clusters Score -285307.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -285307.843750 Penalty: 3904.359619
	Iteration 20F: 3 clusters Score -285307.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86448 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25490 members 
Mstep: Class 6 contains 214452 members 
Mstep: Class 7 contains 65887 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208805 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235944 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298872.000000 Penalty: 57676.941406
Iteration 319Q: 18 clusters Score -1.042989e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86452 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25490 members 
Mstep: Class 6 contains 214446 members 
Mstep: Class 7 contains 65885 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208809 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235942 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298928.000000 Penalty: 57676.941406
Iteration 320F: 18 clusters Score -1.042989e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86454 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25491 members 
Mstep: Class 6 contains 214441 members 
Mstep: Class 7 contains 65885 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208811 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235938 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11674 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298888.000000 Penalty: 57676.941406
Iteration 321Q: 18 clusters Score -1.042989e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86454 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25491 members 
Mstep: Class 6 contains 214440 members 
Mstep: Class 7 contains 65884 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208811 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235936 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298896.000000 Penalty: 57676.941406
Iteration 322Q: 18 clusters Score -1.042989e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86457 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25491 members 
Mstep: Class 6 contains 214439 members 
Mstep: Class 7 contains 65883 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208808 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235934 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298888.000000 Penalty: 57676.941406
Iteration 323Q: 18 clusters Score -1.042989e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86458 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25491 members 
Mstep: Class 6 contains 214437 members 
Mstep: Class 7 contains 65885 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208807 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235931 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11685 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298920.000000 Penalty: 57676.941406
Iteration 324Q: 18 clusters Score -1.042989e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86457 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25491 members 
Mstep: Class 6 contains 214434 members 
Mstep: Class 7 contains 65886 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208806 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235929 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11691 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298976.000000 Penalty: 57676.941406
Iteration 325Q: 18 clusters Score -1.04299e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86454 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25491 members 
Mstep: Class 6 contains 214433 members 
Mstep: Class 7 contains 65887 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208805 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235927 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11697 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298960.000000 Penalty: 57676.941406
Iteration 326Q: 18 clusters Score -1.04299e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86454 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25491 members 
Mstep: Class 6 contains 214430 members 
Mstep: Class 7 contains 65888 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208804 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235927 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11700 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298992.000000 Penalty: 57676.941406
Iteration 327Q: 18 clusters Score -1.04299e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86455 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25491 members 
Mstep: Class 6 contains 214428 members 
Mstep: Class 7 contains 65887 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208805 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235927 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11701 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299016.000000 Penalty: 57676.941406
Iteration 328Q: 18 clusters Score -1.04299e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86457 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25491 members 
Mstep: Class 6 contains 214428 members 
Mstep: Class 7 contains 65886 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208805 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235926 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11701 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298984.000000 Penalty: 57676.941406
Iteration 329Q: 18 clusters Score -1.04299e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86457 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25491 members 
Mstep: Class 6 contains 214429 members 
Mstep: Class 7 contains 65886 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208805 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235925 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11701 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298992.000000 Penalty: 57676.941406
Iteration 330Q: 18 clusters Score -1.04299e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86458 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25491 members 
Mstep: Class 6 contains 214429 members 
Mstep: Class 7 contains 65886 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208805 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235924 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11701 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299016.000000 Penalty: 57676.941406
Iteration 331Q: 18 clusters Score -1.04299e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86459 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25491 members 
Mstep: Class 6 contains 214430 members 
Mstep: Class 7 contains 65886 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208805 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235922 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11701 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298992.000000 Penalty: 57676.941406
Iteration 332Q: 18 clusters Score -1.04299e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86461 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25491 members 
Mstep: Class 6 contains 214431 members 
Mstep: Class 7 contains 65886 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208804 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235920 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11701 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299016.000000 Penalty: 57676.941406
Iteration 333Q: 18 clusters Score -1.04299e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 86462 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 6 contains 214431 members 
Mstep: Class 7 contains 65887 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208803 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235918 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11701 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299000.000000 Penalty: 57676.941406
Iteration 334Q: 18 clusters Score -1.04299e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86464 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 6 contains 214431 members 
Mstep: Class 7 contains 65887 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208804 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235916 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11701 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298976.000000 Penalty: 57676.941406
Iteration 335Q: 18 clusters Score -1.04299e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86465 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 6 contains 214433 members 
Mstep: Class 7 contains 65887 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208804 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235913 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11701 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298984.000000 Penalty: 57676.941406
Iteration 336Q: 18 clusters Score -1.04299e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86465 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 6 contains 214433 members 
Mstep: Class 7 contains 65886 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208805 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235913 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11701 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298984.000000 Penalty: 57676.941406
Iteration 337Q: 18 clusters Score -1.04299e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86466 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 6 contains 214434 members 
Mstep: Class 7 contains 65887 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208803 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235912 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11701 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298984.000000 Penalty: 57676.941406
Iteration 338Q: 18 clusters Score -1.04299e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86469 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 6 contains 214433 members 
Mstep: Class 7 contains 65886 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208803 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235911 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11701 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299024.000000 Penalty: 57676.941406
Iteration 339Q: 18 clusters Score -1.04299e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86472 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 6 contains 214434 members 
Mstep: Class 7 contains 65884 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 208802 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235910 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11701 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298992.000000 Penalty: 57676.941406
Iteration 340F: 18 clusters Score -1.04299e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86475 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 6 contains 214434 members 
Mstep: Class 7 contains 65883 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9014 members 
Mstep: Class 12 contains 208801 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235908 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11701 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299000.000000 Penalty: 57676.941406
Iteration 341Q: 18 clusters Score -1.04299e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86479 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 6 contains 214432 members 
Mstep: Class 7 contains 65882 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 208799 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235908 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11701 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299016.000000 Penalty: 57676.941406
Iteration 342Q: 18 clusters Score -1.04299e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86484 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 6 contains 214431 members 
Mstep: Class 7 contains 65882 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 208795 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235907 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11702 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299000.000000 Penalty: 57676.941406
Iteration 343Q: 18 clusters Score -1.04299e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86483 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 6 contains 214429 members 
Mstep: Class 7 contains 65883 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 208794 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235907 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11705 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299032.000000 Penalty: 57676.941406
Iteration 344Q: 18 clusters Score -1.04299e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86487 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 6 contains 214427 members 
Mstep: Class 7 contains 65882 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 208796 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235901 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11708 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299008.000000 Penalty: 57676.941406
Iteration 345Q: 18 clusters Score -1.04299e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86491 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25491 members 
Mstep: Class 6 contains 214420 members 
Mstep: Class 7 contains 65881 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 208797 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235904 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11709 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299040.000000 Penalty: 57676.941406
Iteration 346Q: 18 clusters Score -1.04299e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86502 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25490 members 
Mstep: Class 6 contains 214411 members 
Mstep: Class 7 contains 65881 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 208802 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235897 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11710 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299000.000000 Penalty: 57676.941406
Iteration 347Q: 18 clusters Score -1.04299e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86513 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25490 members 
Mstep: Class 6 contains 214402 members 
Mstep: Class 7 contains 65879 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 208803 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235895 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11711 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299016.000000 Penalty: 57676.941406
Iteration 348Q: 18 clusters Score -1.04299e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86519 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25490 members 
Mstep: Class 6 contains 214395 members 
Mstep: Class 7 contains 65879 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 208801 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235898 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11711 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299048.000000 Penalty: 57676.941406
Iteration 349Q: 18 clusters Score -1.04299e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86524 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25489 members 
Mstep: Class 6 contains 214381 members 
Mstep: Class 7 contains 65880 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 208798 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235910 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11711 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299072.000000 Penalty: 57676.941406
Iteration 350Q: 18 clusters Score -1.042991e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86531 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25489 members 
Mstep: Class 6 contains 214368 members 
Mstep: Class 7 contains 65881 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 208796 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235917 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11711 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298984.000000 Penalty: 57676.941406
Iteration 351Q: 18 clusters Score -1.04299e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86539 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25490 members 
Mstep: Class 6 contains 214354 members 
Mstep: Class 7 contains 65879 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 208793 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235927 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11711 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299008.000000 Penalty: 57676.941406
Iteration 352Q: 18 clusters Score -1.04299e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86543 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25488 members 
Mstep: Class 6 contains 214351 members 
Mstep: Class 7 contains 65881 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 208786 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235933 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11711 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299040.000000 Penalty: 57676.941406
Iteration 353Q: 18 clusters Score -1.04299e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86547 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25488 members 
Mstep: Class 6 contains 214345 members 
Mstep: Class 7 contains 65882 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 208781 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235939 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11711 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299024.000000 Penalty: 57676.941406
Iteration 354Q: 18 clusters Score -1.04299e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86548 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25486 members 
Mstep: Class 6 contains 214339 members 
Mstep: Class 7 contains 65881 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9016 members 
Mstep: Class 12 contains 208780 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235947 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11711 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299024.000000 Penalty: 57676.941406
Iteration 355Q: 18 clusters Score -1.04299e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86551 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25486 members 
Mstep: Class 6 contains 214336 members 
Mstep: Class 7 contains 65882 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9018 members 
Mstep: Class 12 contains 208777 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235947 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11711 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299016.000000 Penalty: 57676.941406
Iteration 356Q: 18 clusters Score -1.04299e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86554 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25485 members 
Mstep: Class 6 contains 214335 members 
Mstep: Class 7 contains 65884 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9020 members 
Mstep: Class 12 contains 208778 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235941 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11711 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299016.000000 Penalty: 57676.941406
Iteration 357Q: 18 clusters Score -1.04299e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86557 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214334 members 
Mstep: Class 7 contains 65883 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 208778 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235939 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11711 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298992.000000 Penalty: 57676.941406
Iteration 358Q: 18 clusters Score -1.04299e+08 nChanged 15
Entering ConstructFrom: 
Score: -104298992.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (4464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Entering Unmasked Estep 
Score: -507959.937500 Penalty: 2084.142578
	Iteration 0F: 2 clusters Score -507959.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -503764.875000 Penalty: 4168.285156
	Iteration 0F: 3 clusters Score -503764.9 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -504750.781250 Penalty: 4168.285156
	Iteration 1F: 3 clusters Score -504750.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -504975.843750 Penalty: 4168.285156
	Iteration 2F: 3 clusters Score -504975.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -505103.500000 Penalty: 4168.285156
	Iteration 3Q: 3 clusters Score -505103.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -505214.281250 Penalty: 4168.285156
	Iteration 4Q: 3 clusters Score -505214.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -505306.500000 Penalty: 4168.285156
	Iteration 5Q: 3 clusters Score -505306.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -505385.281250 Penalty: 4168.285156
	Iteration 6Q: 3 clusters Score -505385.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -505458.750000 Penalty: 4168.285156
	Iteration 7Q: 3 clusters Score -505458.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -505524.406250 Penalty: 4168.285156
	Iteration 8Q: 3 clusters Score -505524.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -505592.312500 Penalty: 4168.285156
	Iteration 9Q: 3 clusters Score -505592.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -505660.812500 Penalty: 4168.285156
	Iteration 10Q: 3 clusters Score -505660.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -505730.156250 Penalty: 4168.285156
	Iteration 11Q: 3 clusters Score -505730.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -505783.062500 Penalty: 4168.285156
	Iteration 12Q: 3 clusters Score -505783.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -505835.656250 Penalty: 4168.285156
	Iteration 13Q: 3 clusters Score -505835.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -505891.562500 Penalty: 4168.285156
	Iteration 14Q: 3 clusters Score -505891.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -505946.281250 Penalty: 4168.285156
	Iteration 15Q: 3 clusters Score -505946.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -505985.781250 Penalty: 4168.285156
	Iteration 16Q: 3 clusters Score -505985.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -506015.250000 Penalty: 4168.285156
	Iteration 17Q: 3 clusters Score -506015.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -506033.218750 Penalty: 4168.285156
	Iteration 18Q: 3 clusters Score -506033.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -506053.062500 Penalty: 4168.285156
	Iteration 19Q: 3 clusters Score -506053.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -506076.281250 Penalty: 4168.285156
	Iteration 20F: 3 clusters Score -506076.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -506091.437500 Penalty: 4168.285156
	Iteration 21Q: 3 clusters Score -506091.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -506099.468750 Penalty: 4168.285156
	Iteration 22Q: 3 clusters Score -506099.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -506107.156250 Penalty: 4168.285156
	Iteration 23Q: 3 clusters Score -506107.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -506114.250000 Penalty: 4168.285156
	Iteration 24Q: 3 clusters Score -506114.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -506118.781250 Penalty: 4168.285156
	Iteration 25Q: 3 clusters Score -506118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -506121.437500 Penalty: 4168.285156
	Iteration 26Q: 3 clusters Score -506121.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -506122.656250 Penalty: 4168.285156
	Iteration 27Q: 3 clusters Score -506122.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -506126.218750 Penalty: 4168.285156
	Iteration 28Q: 3 clusters Score -506126.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -506128.500000 Penalty: 4168.285156
	Iteration 29Q: 3 clusters Score -506128.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -506128.500000 Penalty: 4168.285156
	Iteration 30F: 3 clusters Score -506128.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (86560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86560 members 
Entering Unmasked Estep 
Score: -10322433.000000 Penalty: 2819.411133
	Iteration 0F: 2 clusters Score -1.032243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -10264631.000000 Penalty: 5638.822266
	Iteration 0F: 3 clusters Score -1.026463e+07 nChanged 40733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -10287731.000000 Penalty: 5638.822266
	Iteration 1F: 3 clusters Score -1.028773e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -10288700.000000 Penalty: 5638.822266
	Iteration 2Q: 3 clusters Score -1.02887e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -10290123.000000 Penalty: 5638.822266
	Iteration 3Q: 3 clusters Score -1.029012e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -10292208.000000 Penalty: 5638.822266
	Iteration 4F: 3 clusters Score -1.029221e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -10295124.000000 Penalty: 5638.822266
	Iteration 5F: 3 clusters Score -1.029512e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58281 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -10298467.000000 Penalty: 5638.822266
	Iteration 6F: 3 clusters Score -1.029847e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -10301826.000000 Penalty: 5638.822266
	Iteration 7F: 3 clusters Score -1.030183e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -10304547.000000 Penalty: 5638.822266
	Iteration 8F: 3 clusters Score -1.030455e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70286 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -10306579.000000 Penalty: 5638.822266
	Iteration 9Q: 3 clusters Score -1.030658e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73346 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -10308299.000000 Penalty: 5638.822266
	Iteration 10Q: 3 clusters Score -1.03083e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -10310110.000000 Penalty: 5638.822266
	Iteration 11Q: 3 clusters Score -1.031011e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -10312274.000000 Penalty: 5638.822266
	Iteration 12Q: 3 clusters Score -1.031227e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -10315036.000000 Penalty: 5638.822266
	Iteration 13Q: 3 clusters Score -1.031504e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84147 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -10317726.000000 Penalty: 5638.822266
	Iteration 14Q: 3 clusters Score -1.031773e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85461 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -10319164.000000 Penalty: 5638.822266
	Iteration 15Q: 3 clusters Score -1.031916e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10319710.000000 Penalty: 5638.822266
	Iteration 16Q: 3 clusters Score -1.031971e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86086 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10319874.000000 Penalty: 5638.822266
	Iteration 17Q: 3 clusters Score -1.031987e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86136 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10320020.000000 Penalty: 5638.822266
	Iteration 18Q: 3 clusters Score -1.032002e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10320071.000000 Penalty: 5638.822266
	Iteration 19Q: 3 clusters Score -1.032007e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86161 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10320123.000000 Penalty: 5638.822266
	Iteration 20F: 3 clusters Score -1.032012e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -10320164.000000 Penalty: 5638.822266
	Iteration 21Q: 3 clusters Score -1.032016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86170 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10320154.000000 Penalty: 5638.822266
	Iteration 22Q: 3 clusters Score -1.032015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86172 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -10320151.000000 Penalty: 5638.822266
	Iteration 23Q: 3 clusters Score -1.032015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86170 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10320170.000000 Penalty: 5638.822266
	Iteration 24Q: 3 clusters Score -1.032017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10320171.000000 Penalty: 5638.822266
	Iteration 25Q: 3 clusters Score -1.032017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10320178.000000 Penalty: 5638.822266
	Iteration 26Q: 3 clusters Score -1.032018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86170 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10320180.000000 Penalty: 5638.822266
	Iteration 27Q: 3 clusters Score -1.032018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86170 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10320180.000000 Penalty: 5638.822266
	Iteration 28F: 3 clusters Score -1.032018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -56330.328125 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -56330.33 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 305 members 
Entering Unmasked Estep 
Score: -54801.867188 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -54801.87 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -55033.503906 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -55033.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -55097.488281 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -55097.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -55132.121094 Penalty: 3150.039307
	Iteration 3Q: 3 clusters Score -55132.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -55186.066406 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -55186.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -55214.453125 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -55214.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -55260.328125 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -55260.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -55321.781250 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -55321.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -55391.355469 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -55391.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -55442.574219 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -55442.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -55483.785156 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -55483.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -55509.656250 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -55509.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -55537.523438 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -55537.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -55568.289062 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -55568.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -55585.753906 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -55585.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -55604.003906 Penalty: 3150.039307
	Iteration 15Q: 3 clusters Score -55604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -55607.617188 Penalty: 3150.039307
	Iteration 16Q: 3 clusters Score -55607.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -55607.617188 Penalty: 3150.039307
	Iteration 17F: 3 clusters Score -55607.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Entering Unmasked Estep 
Score: -204325.218750 Penalty: 1870.600464
	Iteration 0F: 2 clusters Score -204325.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -201815.468750 Penalty: 3741.200928
	Iteration 0F: 3 clusters Score -201815.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -202250.578125 Penalty: 3741.200928
	Iteration 1F: 3 clusters Score -202250.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -202382.656250 Penalty: 3741.200928
	Iteration 2F: 3 clusters Score -202382.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -202441.500000 Penalty: 3741.200928
	Iteration 3Q: 3 clusters Score -202441.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -202500.359375 Penalty: 3741.200928
	Iteration 4Q: 3 clusters Score -202500.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -202530.437500 Penalty: 3741.200928
	Iteration 5Q: 3 clusters Score -202530.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -202549.765625 Penalty: 3741.200928
	Iteration 6Q: 3 clusters Score -202549.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -202560.406250 Penalty: 3741.200928
	Iteration 7Q: 3 clusters Score -202560.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -202570.968750 Penalty: 3741.200928
	Iteration 8Q: 3 clusters Score -202571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -202575.687500 Penalty: 3741.200928
	Iteration 9Q: 3 clusters Score -202575.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -202577.890625 Penalty: 3741.200928
	Iteration 10Q: 3 clusters Score -202577.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -202581.140625 Penalty: 3741.200928
	Iteration 11Q: 3 clusters Score -202581.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -202583.890625 Penalty: 3741.200928
	Iteration 12Q: 3 clusters Score -202583.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -202587.640625 Penalty: 3741.200928
	Iteration 13Q: 3 clusters Score -202587.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -202588.890625 Penalty: 3741.200928
	Iteration 14Q: 3 clusters Score -202588.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -202590.500000 Penalty: 3741.200928
	Iteration 15Q: 3 clusters Score -202590.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -202592.187500 Penalty: 3741.200928
	Iteration 16Q: 3 clusters Score -202592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -202593.421875 Penalty: 3741.200928
	Iteration 17Q: 3 clusters Score -202593.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -202595.281250 Penalty: 3741.200928
	Iteration 18Q: 3 clusters Score -202595.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -202595.562500 Penalty: 3741.200928
	Iteration 19Q: 3 clusters Score -202595.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -202595.562500 Penalty: 3741.200928
	Iteration 20F: 3 clusters Score -202595.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Entering Unmasked Estep 
Score: -3132890.750000 Penalty: 2516.159912
	Iteration 0F: 2 clusters Score -3132891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3115383.750000 Penalty: 5032.319824
	Iteration 0F: 3 clusters Score -3115384 nChanged 11236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3121257.500000 Penalty: 5032.319824
	Iteration 1F: 3 clusters Score -3121258 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3121620.250000 Penalty: 5032.319824
	Iteration 2Q: 3 clusters Score -3121620 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -3121898.750000 Penalty: 5032.319824
	Iteration 3Q: 3 clusters Score -3121899 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3122126.500000 Penalty: 5032.319824
	Iteration 4Q: 3 clusters Score -3122126 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -3122299.000000 Penalty: 5032.319824
	Iteration 5Q: 3 clusters Score -3122299 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -3122489.500000 Penalty: 5032.319824
	Iteration 6Q: 3 clusters Score -3122490 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3122738.000000 Penalty: 5032.319824
	Iteration 7Q: 3 clusters Score -3122738 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3123063.000000 Penalty: 5032.319824
	Iteration 8Q: 3 clusters Score -3123063 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3123536.500000 Penalty: 5032.319824
	Iteration 9Q: 3 clusters Score -3123536 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -3124169.000000 Penalty: 5032.319824
	Iteration 10Q: 3 clusters Score -3124169 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -3125148.500000 Penalty: 5032.319824
	Iteration 11F: 3 clusters Score -3125148 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3126484.500000 Penalty: 5032.319824
	Iteration 12F: 3 clusters Score -3126484 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3127924.750000 Penalty: 5032.319824
	Iteration 13F: 3 clusters Score -3127925 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3129155.000000 Penalty: 5032.319824
	Iteration 14Q: 3 clusters Score -3129155 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3130008.500000 Penalty: 5032.319824
	Iteration 15Q: 3 clusters Score -3130008 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3130435.750000 Penalty: 5032.319824
	Iteration 16Q: 3 clusters Score -3130436 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3130651.750000 Penalty: 5032.319824
	Iteration 17Q: 3 clusters Score -3130652 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3130753.750000 Penalty: 5032.319824
	Iteration 18Q: 3 clusters Score -3130754 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3130818.750000 Penalty: 5032.319824
	Iteration 19Q: 3 clusters Score -3130819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3130859.500000 Penalty: 5032.319824
	Iteration 20F: 3 clusters Score -3130860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3130885.750000 Penalty: 5032.319824
	Iteration 21Q: 3 clusters Score -3130886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3130898.500000 Penalty: 5032.319824
	Iteration 22Q: 3 clusters Score -3130898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3130911.000000 Penalty: 5032.319824
	Iteration 23Q: 3 clusters Score -3130911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3130921.500000 Penalty: 5032.319824
	Iteration 24Q: 3 clusters Score -3130922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3130926.500000 Penalty: 5032.319824
	Iteration 25Q: 3 clusters Score -3130926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3130937.500000 Penalty: 5032.319824
	Iteration 26Q: 3 clusters Score -3130938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3130941.750000 Penalty: 5032.319824
	Iteration 27Q: 3 clusters Score -3130942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3130941.750000 Penalty: 5032.319824
	Iteration 28Q: 3 clusters Score -3130942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3130946.000000 Penalty: 5032.319824
	Iteration 29Q: 3 clusters Score -3130946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3130946.500000 Penalty: 5032.319824
	Iteration 30Q: 3 clusters Score -3130946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3130953.000000 Penalty: 5032.319824
	Iteration 31Q: 3 clusters Score -3130953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3130952.500000 Penalty: 5032.319824
	Iteration 32Q: 3 clusters Score -3130952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3130955.000000 Penalty: 5032.319824
	Iteration 33Q: 3 clusters Score -3130955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3130956.500000 Penalty: 5032.319824
	Iteration 34Q: 3 clusters Score -3130956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3130955.000000 Penalty: 5032.319824
	Iteration 35Q: 3 clusters Score -3130955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3130955.000000 Penalty: 5032.319824
	Iteration 36F: 3 clusters Score -3130955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (214332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214332 members 
Entering Unmasked Estep 
Score: -26116546.000000 Penalty: 3044.270020
	Iteration 0F: 2 clusters Score -2.611655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107020 members 
Mstep: Class 2 contains 107312 members 
Entering Unmasked Estep 
Score: -25980606.000000 Penalty: 6088.540039
	Iteration 0F: 3 clusters Score -2.598061e+07 nChanged 103228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105060 members 
Mstep: Class 2 contains 109272 members 
Entering Unmasked Estep 
Score: -26040536.000000 Penalty: 6088.540039
	Iteration 1F: 3 clusters Score -2.604054e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103253 members 
Mstep: Class 2 contains 111079 members 
Entering Unmasked Estep 
Score: -26041854.000000 Penalty: 6088.540039
	Iteration 2Q: 3 clusters Score -2.604185e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100415 members 
Mstep: Class 2 contains 113917 members 
Entering Unmasked Estep 
Score: -26043400.000000 Penalty: 6088.540039
	Iteration 3Q: 3 clusters Score -2.60434e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96086 members 
Mstep: Class 2 contains 118246 members 
Entering Unmasked Estep 
Score: -26045672.000000 Penalty: 6088.540039
	Iteration 4Q: 3 clusters Score -2.604567e+07 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89626 members 
Mstep: Class 2 contains 124706 members 
Entering Unmasked Estep 
Score: -26049644.000000 Penalty: 6088.540039
	Iteration 5Q: 3 clusters Score -2.604964e+07 nChanged 12010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80378 members 
Mstep: Class 2 contains 133954 members 
Entering Unmasked Estep 
Score: -26056540.000000 Penalty: 6088.540039
	Iteration 6F: 3 clusters Score -2.605654e+07 nChanged 14535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 145849 members 
Entering Unmasked Estep 
Score: -26067160.000000 Penalty: 6088.540039
	Iteration 7F: 3 clusters Score -2.606716e+07 nChanged 15632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 158979 members 
Entering Unmasked Estep 
Score: -26080110.000000 Penalty: 6088.540039
	Iteration 8F: 3 clusters Score -2.608011e+07 nChanged 14114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 170335 members 
Entering Unmasked Estep 
Score: -26092040.000000 Penalty: 6088.540039
	Iteration 9F: 3 clusters Score -2.609204e+07 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 177818 members 
Entering Unmasked Estep 
Score: -26100362.000000 Penalty: 6088.540039
	Iteration 10Q: 3 clusters Score -2.610036e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 182655 members 
Entering Unmasked Estep 
Score: -26104748.000000 Penalty: 6088.540039
	Iteration 11Q: 3 clusters Score -2.610475e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 186269 members 
Entering Unmasked Estep 
Score: -26107208.000000 Penalty: 6088.540039
	Iteration 12Q: 3 clusters Score -2.610721e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 189301 members 
Entering Unmasked Estep 
Score: -26108846.000000 Penalty: 6088.540039
	Iteration 13Q: 3 clusters Score -2.610885e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 191832 members 
Entering Unmasked Estep 
Score: -26110308.000000 Penalty: 6088.540039
	Iteration 14Q: 3 clusters Score -2.611031e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 193920 members 
Entering Unmasked Estep 
Score: -26111398.000000 Penalty: 6088.540039
	Iteration 15Q: 3 clusters Score -2.61114e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 195645 members 
Entering Unmasked Estep 
Score: -26112078.000000 Penalty: 6088.540039
	Iteration 16Q: 3 clusters Score -2.611208e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 197109 members 
Entering Unmasked Estep 
Score: -26112694.000000 Penalty: 6088.540039
	Iteration 17Q: 3 clusters Score -2.611269e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 198374 members 
Entering Unmasked Estep 
Score: -26113184.000000 Penalty: 6088.540039
	Iteration 18Q: 3 clusters Score -2.611318e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 199444 members 
Entering Unmasked Estep 
Score: -26113450.000000 Penalty: 6088.540039
	Iteration 19Q: 3 clusters Score -2.611345e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 200428 members 
Entering Unmasked Estep 
Score: -26113726.000000 Penalty: 6088.540039
	Iteration 20F: 3 clusters Score -2.611373e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 201308 members 
Entering Unmasked Estep 
Score: -26113960.000000 Penalty: 6088.540039
	Iteration 21Q: 3 clusters Score -2.611396e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 202161 members 
Entering Unmasked Estep 
Score: -26114222.000000 Penalty: 6088.540039
	Iteration 22Q: 3 clusters Score -2.611422e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 202938 members 
Entering Unmasked Estep 
Score: -26114468.000000 Penalty: 6088.540039
	Iteration 23Q: 3 clusters Score -2.611447e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 203624 members 
Entering Unmasked Estep 
Score: -26114692.000000 Penalty: 6088.540039
	Iteration 24Q: 3 clusters Score -2.611469e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 204281 members 
Entering Unmasked Estep 
Score: -26114784.000000 Penalty: 6088.540039
	Iteration 25Q: 3 clusters Score -2.611478e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 204847 members 
Entering Unmasked Estep 
Score: -26114934.000000 Penalty: 6088.540039
	Iteration 26Q: 3 clusters Score -2.611493e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 205324 members 
Entering Unmasked Estep 
Score: -26114994.000000 Penalty: 6088.540039
	Iteration 27Q: 3 clusters Score -2.611499e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 205727 members 
Entering Unmasked Estep 
Score: -26115052.000000 Penalty: 6088.540039
	Iteration 28Q: 3 clusters Score -2.611505e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 206099 members 
Entering Unmasked Estep 
Score: -26115122.000000 Penalty: 6088.540039
	Iteration 29Q: 3 clusters Score -2.611512e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 206435 members 
Entering Unmasked Estep 
Score: -26115162.000000 Penalty: 6088.540039
	Iteration 30Q: 3 clusters Score -2.611516e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 206782 members 
Entering Unmasked Estep 
Score: -26115228.000000 Penalty: 6088.540039
	Iteration 31Q: 3 clusters Score -2.611523e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 207110 members 
Entering Unmasked Estep 
Score: -26115242.000000 Penalty: 6088.540039
	Iteration 32Q: 3 clusters Score -2.611524e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 207397 members 
Entering Unmasked Estep 
Score: -26115326.000000 Penalty: 6088.540039
	Iteration 33Q: 3 clusters Score -2.611533e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 207677 members 
Entering Unmasked Estep 
Score: -26115410.000000 Penalty: 6088.540039
	Iteration 34Q: 3 clusters Score -2.611541e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 207933 members 
Entering Unmasked Estep 
Score: -26115432.000000 Penalty: 6088.540039
	Iteration 35Q: 3 clusters Score -2.611543e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 208150 members 
Entering Unmasked Estep 
Score: -26115428.000000 Penalty: 6088.540039
	Iteration 36Q: 3 clusters Score -2.611543e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 208339 members 
Entering Unmasked Estep 
Score: -26115382.000000 Penalty: 6088.540039
	Iteration 37Q: 3 clusters Score -2.611538e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 208508 members 
Entering Unmasked Estep 
Score: -26115394.000000 Penalty: 6088.540039
	Iteration 38Q: 3 clusters Score -2.611539e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 208681 members 
Entering Unmasked Estep 
Score: -26115450.000000 Penalty: 6088.540039
	Iteration 39Q: 3 clusters Score -2.611545e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 208821 members 
Entering Unmasked Estep 
Score: -26115476.000000 Penalty: 6088.540039
	Iteration 40F: 3 clusters Score -2.611548e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 208984 members 
Entering Unmasked Estep 
Score: -26115490.000000 Penalty: 6088.540039
	Iteration 41Q: 3 clusters Score -2.611549e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 209120 members 
Entering Unmasked Estep 
Score: -26115452.000000 Penalty: 6088.540039
	Iteration 42Q: 3 clusters Score -2.611545e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 209237 members 
Entering Unmasked Estep 
Score: -26115460.000000 Penalty: 6088.540039
	Iteration 43Q: 3 clusters Score -2.611546e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 209335 members 
Entering Unmasked Estep 
Score: -26115480.000000 Penalty: 6088.540039
	Iteration 44Q: 3 clusters Score -2.611548e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 209437 members 
Entering Unmasked Estep 
Score: -26115452.000000 Penalty: 6088.540039
	Iteration 45Q: 3 clusters Score -2.611545e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 209536 members 
Entering Unmasked Estep 
Score: -26115462.000000 Penalty: 6088.540039
	Iteration 46Q: 3 clusters Score -2.611546e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 209637 members 
Entering Unmasked Estep 
Score: -26115488.000000 Penalty: 6088.540039
	Iteration 47Q: 3 clusters Score -2.611549e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 209718 members 
Entering Unmasked Estep 
Score: -26115494.000000 Penalty: 6088.540039
	Iteration 48Q: 3 clusters Score -2.611549e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 209781 members 
Entering Unmasked Estep 
Score: -26115520.000000 Penalty: 6088.540039
	Iteration 49Q: 3 clusters Score -2.611552e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 209848 members 
Entering Unmasked Estep 
Score: -26115504.000000 Penalty: 6088.540039
	Iteration 50Q: 3 clusters Score -2.61155e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 209902 members 
Entering Unmasked Estep 
Score: -26115550.000000 Penalty: 6088.540039
	Iteration 51Q: 3 clusters Score -2.611555e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 209965 members 
Entering Unmasked Estep 
Score: -26115550.000000 Penalty: 6088.540039
	Iteration 52Q: 3 clusters Score -2.611555e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 210025 members 
Entering Unmasked Estep 
Score: -26115566.000000 Penalty: 6088.540039
	Iteration 53Q: 3 clusters Score -2.611557e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 210084 members 
Entering Unmasked Estep 
Score: -26115578.000000 Penalty: 6088.540039
	Iteration 54Q: 3 clusters Score -2.611558e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 210126 members 
Entering Unmasked Estep 
Score: -26115588.000000 Penalty: 6088.540039
	Iteration 55Q: 3 clusters Score -2.611559e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 210174 members 
Entering Unmasked Estep 
Score: -26115564.000000 Penalty: 6088.540039
	Iteration 56Q: 3 clusters Score -2.611556e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 210218 members 
Entering Unmasked Estep 
Score: -26115540.000000 Penalty: 6088.540039
	Iteration 57Q: 3 clusters Score -2.611554e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 210250 members 
Entering Unmasked Estep 
Score: -26115540.000000 Penalty: 6088.540039
	Iteration 58Q: 3 clusters Score -2.611554e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 210283 members 
Entering Unmasked Estep 
Score: -26115556.000000 Penalty: 6088.540039
	Iteration 59Q: 3 clusters Score -2.611556e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 210313 members 
Entering Unmasked Estep 
Score: -26115594.000000 Penalty: 6088.540039
	Iteration 60F: 3 clusters Score -2.611559e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 210345 members 
Entering Unmasked Estep 
Score: -26115568.000000 Penalty: 6088.540039
	Iteration 61Q: 3 clusters Score -2.611557e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 210369 members 
Entering Unmasked Estep 
Score: -26115542.000000 Penalty: 6088.540039
	Iteration 62Q: 3 clusters Score -2.611554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 210388 members 
Entering Unmasked Estep 
Score: -26115540.000000 Penalty: 6088.540039
	Iteration 63Q: 3 clusters Score -2.611554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 210402 members 
Entering Unmasked Estep 
Score: -26115524.000000 Penalty: 6088.540039
	Iteration 64Q: 3 clusters Score -2.611552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 210417 members 
Entering Unmasked Estep 
Score: -26115520.000000 Penalty: 6088.540039
	Iteration 65Q: 3 clusters Score -2.611552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 210424 members 
Entering Unmasked Estep 
Score: -26115540.000000 Penalty: 6088.540039
	Iteration 66Q: 3 clusters Score -2.611554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 210430 members 
Entering Unmasked Estep 
Score: -26115538.000000 Penalty: 6088.540039
	Iteration 67Q: 3 clusters Score -2.611554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 210432 members 
Entering Unmasked Estep 
Score: -26115522.000000 Penalty: 6088.540039
	Iteration 68Q: 3 clusters Score -2.611552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 210437 members 
Entering Unmasked Estep 
Score: -26115512.000000 Penalty: 6088.540039
	Iteration 69Q: 3 clusters Score -2.611551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 210442 members 
Entering Unmasked Estep 
Score: -26115502.000000 Penalty: 6088.540039
	Iteration 70Q: 3 clusters Score -2.61155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 210447 members 
Entering Unmasked Estep 
Score: -26115520.000000 Penalty: 6088.540039
	Iteration 71Q: 3 clusters Score -2.611552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 210452 members 
Entering Unmasked Estep 
Score: -26115506.000000 Penalty: 6088.540039
	Iteration 72Q: 3 clusters Score -2.611551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 210461 members 
Entering Unmasked Estep 
Score: -26115484.000000 Penalty: 6088.540039
	Iteration 73Q: 3 clusters Score -2.611548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 210466 members 
Entering Unmasked Estep 
Score: -26115494.000000 Penalty: 6088.540039
	Iteration 74Q: 3 clusters Score -2.611549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 210466 members 
Entering Unmasked Estep 
Score: -26115502.000000 Penalty: 6088.540039
	Iteration 75Q: 3 clusters Score -2.61155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 210467 members 
Entering Unmasked Estep 
Score: -26115502.000000 Penalty: 6088.540039
	Iteration 76Q: 3 clusters Score -2.61155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 210468 members 
Entering Unmasked Estep 
Score: -26115490.000000 Penalty: 6088.540039
	Iteration 77Q: 3 clusters Score -2.611549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 210470 members 
Entering Unmasked Estep 
Score: -26115494.000000 Penalty: 6088.540039
	Iteration 78Q: 3 clusters Score -2.611549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 210472 members 
Entering Unmasked Estep 
Score: -26115482.000000 Penalty: 6088.540039
	Iteration 79Q: 3 clusters Score -2.611548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 210471 members 
Entering Unmasked Estep 
Score: -26115474.000000 Penalty: 6088.540039
	Iteration 80F: 3 clusters Score -2.611547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65883 members 
Entering Unmasked Estep 
Score: -8080263.000000 Penalty: 2751.717529
	Iteration 0F: 2 clusters Score -8080263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -8036111.000000 Penalty: 5503.435059
	Iteration 0F: 3 clusters Score -8036111 nChanged 30718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -8053503.000000 Penalty: 5503.435059
	Iteration 1F: 3 clusters Score -8053503 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -8053990.000000 Penalty: 5503.435059
	Iteration 2Q: 3 clusters Score -8053990 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -8054567.500000 Penalty: 5503.435059
	Iteration 3Q: 3 clusters Score -8054568 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -8055228.000000 Penalty: 5503.435059
	Iteration 4Q: 3 clusters Score -8055228 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -8055986.000000 Penalty: 5503.435059
	Iteration 5Q: 3 clusters Score -8055986 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -8057109.000000 Penalty: 5503.435059
	Iteration 6Q: 3 clusters Score -8057109 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -8058641.500000 Penalty: 5503.435059
	Iteration 7Q: 3 clusters Score -8058642 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -8061100.500000 Penalty: 5503.435059
	Iteration 8F: 3 clusters Score -8061100 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -8064363.000000 Penalty: 5503.435059
	Iteration 9F: 3 clusters Score -8064363 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -8068335.000000 Penalty: 5503.435059
	Iteration 10F: 3 clusters Score -8068335 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -8071659.500000 Penalty: 5503.435059
	Iteration 11F: 3 clusters Score -8071660 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -8074053.000000 Penalty: 5503.435059
	Iteration 12Q: 3 clusters Score -8074053 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -8075482.000000 Penalty: 5503.435059
	Iteration 13Q: 3 clusters Score -8075482 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 59742 members 
Entering Unmasked Estep 
Score: -8076310.000000 Penalty: 5503.435059
	Iteration 14Q: 3 clusters Score -8076310 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -8076765.000000 Penalty: 5503.435059
	Iteration 15Q: 3 clusters Score -8076765 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -8077095.500000 Penalty: 5503.435059
	Iteration 16Q: 3 clusters Score -8077096 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -8077289.000000 Penalty: 5503.435059
	Iteration 17Q: 3 clusters Score -8077289 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -8077401.500000 Penalty: 5503.435059
	Iteration 18Q: 3 clusters Score -8077402 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 61613 members 
Entering Unmasked Estep 
Score: -8077488.000000 Penalty: 5503.435059
	Iteration 19Q: 3 clusters Score -8077488 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 61805 members 
Entering Unmasked Estep 
Score: -8077553.500000 Penalty: 5503.435059
	Iteration 20F: 3 clusters Score -8077554 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -8077585.500000 Penalty: 5503.435059
	Iteration 21Q: 3 clusters Score -8077586 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
Score: -8077619.000000 Penalty: 5503.435059
	Iteration 22Q: 3 clusters Score -8077619 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -8077643.000000 Penalty: 5503.435059
	Iteration 23Q: 3 clusters Score -8077643 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 62319 members 
Entering Unmasked Estep 
Score: -8077661.500000 Penalty: 5503.435059
	Iteration 24Q: 3 clusters Score -8077662 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -8077679.500000 Penalty: 5503.435059
	Iteration 25Q: 3 clusters Score -8077680 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -8077696.500000 Penalty: 5503.435059
	Iteration 26Q: 3 clusters Score -8077696 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 62588 members 
Entering Unmasked Estep 
Score: -8077730.500000 Penalty: 5503.435059
	Iteration 27Q: 3 clusters Score -8077730 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -8077770.000000 Penalty: 5503.435059
	Iteration 28Q: 3 clusters Score -8077770 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 62766 members 
Entering Unmasked Estep 
Score: -8077801.000000 Penalty: 5503.435059
	Iteration 29Q: 3 clusters Score -8077801 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 62851 members 
Entering Unmasked Estep 
Score: -8077810.500000 Penalty: 5503.435059
	Iteration 30Q: 3 clusters Score -8077810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
Score: -8077823.500000 Penalty: 5503.435059
	Iteration 31Q: 3 clusters Score -8077824 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 62988 members 
Entering Unmasked Estep 
Score: -8077835.500000 Penalty: 5503.435059
	Iteration 32Q: 3 clusters Score -8077836 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 63057 members 
Entering Unmasked Estep 
Score: -8077842.500000 Penalty: 5503.435059
	Iteration 33Q: 3 clusters Score -8077842 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 63130 members 
Entering Unmasked Estep 
Score: -8077863.500000 Penalty: 5503.435059
	Iteration 34Q: 3 clusters Score -8077864 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -8077865.500000 Penalty: 5503.435059
	Iteration 35Q: 3 clusters Score -8077866 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -8077878.500000 Penalty: 5503.435059
	Iteration 36Q: 3 clusters Score -8077878 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 63308 members 
Entering Unmasked Estep 
Score: -8077921.000000 Penalty: 5503.435059
	Iteration 37Q: 3 clusters Score -8077921 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -8077920.500000 Penalty: 5503.435059
	Iteration 38Q: 3 clusters Score -8077920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -8077937.000000 Penalty: 5503.435059
	Iteration 39Q: 3 clusters Score -8077937 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -8077938.500000 Penalty: 5503.435059
	Iteration 40F: 3 clusters Score -8077938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 63484 members 
Entering Unmasked Estep 
Score: -8077948.500000 Penalty: 5503.435059
	Iteration 41Q: 3 clusters Score -8077948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 63511 members 
Entering Unmasked Estep 
Score: -8077948.000000 Penalty: 5503.435059
	Iteration 42Q: 3 clusters Score -8077948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -8077966.000000 Penalty: 5503.435059
	Iteration 43Q: 3 clusters Score -8077966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 63562 members 
Entering Unmasked Estep 
Score: -8077960.500000 Penalty: 5503.435059
	Iteration 44Q: 3 clusters Score -8077960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -8077973.000000 Penalty: 5503.435059
	Iteration 45Q: 3 clusters Score -8077973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -8077978.500000 Penalty: 5503.435059
	Iteration 46Q: 3 clusters Score -8077978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -8077970.000000 Penalty: 5503.435059
	Iteration 47Q: 3 clusters Score -8077970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 63643 members 
Entering Unmasked Estep 
Score: -8077977.500000 Penalty: 5503.435059
	Iteration 48Q: 3 clusters Score -8077978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -8077970.500000 Penalty: 5503.435059
	Iteration 49Q: 3 clusters Score -8077970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -8077962.000000 Penalty: 5503.435059
	Iteration 50Q: 3 clusters Score -8077962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 63691 members 
Entering Unmasked Estep 
Score: -8077975.500000 Penalty: 5503.435059
	Iteration 51Q: 3 clusters Score -8077976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
Score: -8077978.500000 Penalty: 5503.435059
	Iteration 52Q: 3 clusters Score -8077978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -8077982.500000 Penalty: 5503.435059
	Iteration 53Q: 3 clusters Score -8077982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -8077983.000000 Penalty: 5503.435059
	Iteration 54Q: 3 clusters Score -8077983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -8077984.000000 Penalty: 5503.435059
	Iteration 55Q: 3 clusters Score -8077984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 63745 members 
Entering Unmasked Estep 
Score: -8078003.500000 Penalty: 5503.435059
	Iteration 56Q: 3 clusters Score -8078004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 63754 members 
Entering Unmasked Estep 
Score: -8077999.000000 Penalty: 5503.435059
	Iteration 57Q: 3 clusters Score -8077999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 63766 members 
Entering Unmasked Estep 
Score: -8078003.000000 Penalty: 5503.435059
	Iteration 58Q: 3 clusters Score -8078003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -8078009.500000 Penalty: 5503.435059
	Iteration 59Q: 3 clusters Score -8078010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -8078001.500000 Penalty: 5503.435059
	Iteration 60F: 3 clusters Score -8078002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -8078007.500000 Penalty: 5503.435059
	Iteration 61Q: 3 clusters Score -8078008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -8078007.500000 Penalty: 5503.435059
	Iteration 62Q: 3 clusters Score -8078008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -8078011.000000 Penalty: 5503.435059
	Iteration 63Q: 3 clusters Score -8078011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -8078006.500000 Penalty: 5503.435059
	Iteration 64Q: 3 clusters Score -8078006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -8078005.000000 Penalty: 5503.435059
	Iteration 65Q: 3 clusters Score -8078005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 63858 members 
Entering Unmasked Estep 
Score: -8078013.500000 Penalty: 5503.435059
	Iteration 66Q: 3 clusters Score -8078014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 63863 members 
Entering Unmasked Estep 
Score: -8078012.000000 Penalty: 5503.435059
	Iteration 67Q: 3 clusters Score -8078012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -8078007.000000 Penalty: 5503.435059
	Iteration 68Q: 3 clusters Score -8078007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 63874 members 
Entering Unmasked Estep 
Score: -8078005.000000 Penalty: 5503.435059
	Iteration 69Q: 3 clusters Score -8078005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 63878 members 
Entering Unmasked Estep 
Score: -8078005.000000 Penalty: 5503.435059
	Iteration 70Q: 3 clusters Score -8078005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -8078006.000000 Penalty: 5503.435059
	Iteration 71Q: 3 clusters Score -8078006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -8078008.500000 Penalty: 5503.435059
	Iteration 72Q: 3 clusters Score -8078008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 63900 members 
Entering Unmasked Estep 
Score: -8078006.000000 Penalty: 5503.435059
	Iteration 73Q: 3 clusters Score -8078006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -8078019.500000 Penalty: 5503.435059
	Iteration 74Q: 3 clusters Score -8078020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -8078018.500000 Penalty: 5503.435059
	Iteration 75Q: 3 clusters Score -8078018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 63923 members 
Entering Unmasked Estep 
Score: -8078009.000000 Penalty: 5503.435059
	Iteration 76Q: 3 clusters Score -8078009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -8078029.500000 Penalty: 5503.435059
	Iteration 77Q: 3 clusters Score -8078030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -8078030.000000 Penalty: 5503.435059
	Iteration 78Q: 3 clusters Score -8078030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
Score: -8078022.000000 Penalty: 5503.435059
	Iteration 79Q: 3 clusters Score -8078022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -8078022.500000 Penalty: 5503.435059
	Iteration 80F: 3 clusters Score -8078022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 63965 members 
Entering Unmasked Estep 
Score: -8078029.500000 Penalty: 5503.435059
	Iteration 81Q: 3 clusters Score -8078030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 63971 members 
Entering Unmasked Estep 
Score: -8078023.000000 Penalty: 5503.435059
	Iteration 82Q: 3 clusters Score -8078023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -8078027.500000 Penalty: 5503.435059
	Iteration 83Q: 3 clusters Score -8078028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -8078030.000000 Penalty: 5503.435059
	Iteration 84Q: 3 clusters Score -8078030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -8078030.000000 Penalty: 5503.435059
	Iteration 85F: 3 clusters Score -8078030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -66609.695312 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -66609.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -65056.410156 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -65056.41 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -65357.304688 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -65357.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65486.734375 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -65486.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65535.304688 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -65535.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65571.781250 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -65571.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65641.101562 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -65641.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65689.187500 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -65689.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65712.273438 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -65712.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65737.742188 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -65737.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -65758.890625 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -65758.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -65787.296875 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -65787.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65815.718750 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -65815.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -65832.976562 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -65832.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -65841.656250 Penalty: 3224.639648
	Iteration 13Q: 3 clusters Score -65841.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -65843.109375 Penalty: 3224.639648
	Iteration 14Q: 3 clusters Score -65843.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -65851.484375 Penalty: 3224.639648
	Iteration 15Q: 3 clusters Score -65851.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -65861.671875 Penalty: 3224.639648
	Iteration 16Q: 3 clusters Score -65861.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65867.257812 Penalty: 3224.639648
	Iteration 17Q: 3 clusters Score -65867.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65867.257812 Penalty: 3224.639648
	Iteration 18F: 3 clusters Score -65867.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -24386.507812 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -24386.51 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 141 members 
Entering Unmasked Estep 
Score: -23137.978516 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -23137.98 nChanged 40
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: -23277.962891 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -23277.96 nChanged 13
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: -23318.302734 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -23318.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23337.759766 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -23337.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23353.101562 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -23353.1 nChanged 2
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: -23357.826172 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -23357.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23358.669922 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -23358.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23358.669922 Penalty: 2835.645752
	Iteration 7F: 3 clusters Score -23358.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -75347.625000 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -75347.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73610.500000 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -73610.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -73847.500000 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -73847.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -73952.460938 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -73952.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74024.679688 Penalty: 3294.673340
	Iteration 3Q: 3 clusters Score -74024.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -74088.882812 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -74088.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -74122.679688 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -74122.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -74139.406250 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -74139.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -74156.859375 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -74156.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -74164.117188 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -74164.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -74169.750000 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -74169.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -74172.085938 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -74172.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -74174.343750 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -74174.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -74174.343750 Penalty: 3294.673340
	Iteration 12F: 3 clusters Score -74174.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Entering Unmasked Estep 
Score: -1106264.750000 Penalty: 2258.640381
	Iteration 0F: 2 clusters Score -1106265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1099293.500000 Penalty: 4517.280762
	Iteration 0F: 3 clusters Score -1099294 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1101226.375000 Penalty: 4517.280762
	Iteration 1F: 3 clusters Score -1101226 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1101735.125000 Penalty: 4517.280762
	Iteration 2F: 3 clusters Score -1101735 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1102178.750000 Penalty: 4517.280762
	Iteration 3F: 3 clusters Score -1102179 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1102609.000000 Penalty: 4517.280762
	Iteration 4F: 3 clusters Score -1102609 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1102971.625000 Penalty: 4517.280762
	Iteration 5F: 3 clusters Score -1102972 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1103364.125000 Penalty: 4517.280762
	Iteration 6F: 3 clusters Score -1103364 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1103729.375000 Penalty: 4517.280762
	Iteration 7F: 3 clusters Score -1103729 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1104067.375000 Penalty: 4517.280762
	Iteration 8Q: 3 clusters Score -1104067 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1104341.750000 Penalty: 4517.280762
	Iteration 9Q: 3 clusters Score -1104342 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1104512.375000 Penalty: 4517.280762
	Iteration 10Q: 3 clusters Score -1104512 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1104612.875000 Penalty: 4517.280762
	Iteration 11Q: 3 clusters Score -1104613 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1104671.250000 Penalty: 4517.280762
	Iteration 12Q: 3 clusters Score -1104671 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1104705.125000 Penalty: 4517.280762
	Iteration 13Q: 3 clusters Score -1104705 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1104732.750000 Penalty: 4517.280762
	Iteration 14Q: 3 clusters Score -1104733 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1104746.000000 Penalty: 4517.280762
	Iteration 15Q: 3 clusters Score -1104746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1104755.500000 Penalty: 4517.280762
	Iteration 16Q: 3 clusters Score -1104756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1104769.875000 Penalty: 4517.280762
	Iteration 17Q: 3 clusters Score -1104770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1104778.250000 Penalty: 4517.280762
	Iteration 18Q: 3 clusters Score -1104778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1104788.000000 Penalty: 4517.280762
	Iteration 19Q: 3 clusters Score -1104788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1104797.875000 Penalty: 4517.280762
	Iteration 20F: 3 clusters Score -1104798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1104802.625000 Penalty: 4517.280762
	Iteration 21Q: 3 clusters Score -1104803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1104808.375000 Penalty: 4517.280762
	Iteration 22Q: 3 clusters Score -1104808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1104812.750000 Penalty: 4517.280762
	Iteration 23Q: 3 clusters Score -1104813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1104813.750000 Penalty: 4517.280762
	Iteration 24Q: 3 clusters Score -1104814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1104816.125000 Penalty: 4517.280762
	Iteration 25Q: 3 clusters Score -1104816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1104817.625000 Penalty: 4517.280762
	Iteration 26Q: 3 clusters Score -1104818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1104820.750000 Penalty: 4517.280762
	Iteration 27Q: 3 clusters Score -1104821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1104821.750000 Penalty: 4517.280762
	Iteration 28Q: 3 clusters Score -1104822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1104824.000000 Penalty: 4517.280762
	Iteration 29Q: 3 clusters Score -1104824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1104820.875000 Penalty: 4517.280762
	Iteration 30Q: 3 clusters Score -1104821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1104825.125000 Penalty: 4517.280762
	Iteration 31Q: 3 clusters Score -1104825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1104825.750000 Penalty: 4517.280762
	Iteration 32Q: 3 clusters Score -1104826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1104824.500000 Penalty: 4517.280762
	Iteration 33Q: 3 clusters Score -1104824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1104823.875000 Penalty: 4517.280762
	Iteration 34Q: 3 clusters Score -1104824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1104823.875000 Penalty: 4517.280762
	Iteration 35F: 3 clusters Score -1104824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208783 members 
Entering Unmasked Estep 
Score: -25431142.000000 Penalty: 3037.764648
	Iteration 0F: 2 clusters Score -2.543114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104397 members 
Mstep: Class 2 contains 104386 members 
Entering Unmasked Estep 
Score: -25296712.000000 Penalty: 6075.529297
	Iteration 0F: 3 clusters Score -2.529671e+07 nChanged 100565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102286 members 
Mstep: Class 2 contains 106497 members 
Entering Unmasked Estep 
Score: -25354902.000000 Penalty: 6075.529297
	Iteration 1F: 3 clusters Score -2.53549e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100874 members 
Mstep: Class 2 contains 107909 members 
Entering Unmasked Estep 
Score: -25355698.000000 Penalty: 6075.529297
	Iteration 2Q: 3 clusters Score -2.53557e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 109971 members 
Entering Unmasked Estep 
Score: -25356686.000000 Penalty: 6075.529297
	Iteration 3Q: 3 clusters Score -2.535669e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95554 members 
Mstep: Class 2 contains 113229 members 
Entering Unmasked Estep 
Score: -25357976.000000 Penalty: 6075.529297
	Iteration 4Q: 3 clusters Score -2.535798e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90776 members 
Mstep: Class 2 contains 118007 members 
Entering Unmasked Estep 
Score: -25359776.000000 Penalty: 6075.529297
	Iteration 5Q: 3 clusters Score -2.535978e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 125185 members 
Entering Unmasked Estep 
Score: -25362962.000000 Penalty: 6075.529297
	Iteration 6Q: 3 clusters Score -2.536296e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73204 members 
Mstep: Class 2 contains 135579 members 
Entering Unmasked Estep 
Score: -25368782.000000 Penalty: 6075.529297
	Iteration 7F: 3 clusters Score -2.536878e+07 nChanged 14574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 149843 members 
Entering Unmasked Estep 
Score: -25378722.000000 Penalty: 6075.529297
	Iteration 8F: 3 clusters Score -2.537872e+07 nChanged 17430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 167183 members 
Entering Unmasked Estep 
Score: -25392504.000000 Penalty: 6075.529297
	Iteration 9F: 3 clusters Score -2.53925e+07 nChanged 16574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 183727 members 
Entering Unmasked Estep 
Score: -25407000.000000 Penalty: 6075.529297
	Iteration 10F: 3 clusters Score -2.5407e+07 nChanged 12177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 195898 members 
Entering Unmasked Estep 
Score: -25417762.000000 Penalty: 6075.529297
	Iteration 11F: 3 clusters Score -2.541776e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 202820 members 
Entering Unmasked Estep 
Score: -25423628.000000 Penalty: 6075.529297
	Iteration 12Q: 3 clusters Score -2.542363e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 206086 members 
Entering Unmasked Estep 
Score: -25426374.000000 Penalty: 6075.529297
	Iteration 13Q: 3 clusters Score -2.542637e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 207484 members 
Entering Unmasked Estep 
Score: -25427460.000000 Penalty: 6075.529297
	Iteration 14Q: 3 clusters Score -2.542746e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 208013 members 
Entering Unmasked Estep 
Score: -25427958.000000 Penalty: 6075.529297
	Iteration 15Q: 3 clusters Score -2.542796e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 208229 members 
Entering Unmasked Estep 
Score: -25428136.000000 Penalty: 6075.529297
	Iteration 16Q: 3 clusters Score -2.542814e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 208321 members 
Entering Unmasked Estep 
Score: -25428242.000000 Penalty: 6075.529297
	Iteration 17Q: 3 clusters Score -2.542824e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 208376 members 
Entering Unmasked Estep 
Score: -25428286.000000 Penalty: 6075.529297
	Iteration 18Q: 3 clusters Score -2.542829e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 208411 members 
Entering Unmasked Estep 
Score: -25428298.000000 Penalty: 6075.529297
	Iteration 19Q: 3 clusters Score -2.54283e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 208424 members 
Entering Unmasked Estep 
Score: -25428320.000000 Penalty: 6075.529297
	Iteration 20F: 3 clusters Score -2.542832e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 208433 members 
Entering Unmasked Estep 
Score: -25428336.000000 Penalty: 6075.529297
	Iteration 21Q: 3 clusters Score -2.542834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 208435 members 
Entering Unmasked Estep 
Score: -25428346.000000 Penalty: 6075.529297
	Iteration 22Q: 3 clusters Score -2.542835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 208441 members 
Entering Unmasked Estep 
Score: -25428338.000000 Penalty: 6075.529297
	Iteration 23Q: 3 clusters Score -2.542834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 208448 members 
Entering Unmasked Estep 
Score: -25428348.000000 Penalty: 6075.529297
	Iteration 24Q: 3 clusters Score -2.542835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 208449 members 
Entering Unmasked Estep 
Score: -25428360.000000 Penalty: 6075.529297
	Iteration 25Q: 3 clusters Score -2.542836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 208449 members 
Entering Unmasked Estep 
Score: -25428362.000000 Penalty: 6075.529297
	Iteration 26Q: 3 clusters Score -2.542836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 208450 members 
Entering Unmasked Estep 
Score: -25428372.000000 Penalty: 6075.529297
	Iteration 27Q: 3 clusters Score -2.542837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 208451 members 
Entering Unmasked Estep 
Score: -25428378.000000 Penalty: 6075.529297
	Iteration 28Q: 3 clusters Score -2.542838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 208452 members 
Entering Unmasked Estep 
Score: -25428380.000000 Penalty: 6075.529297
	Iteration 29Q: 3 clusters Score -2.542838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 208452 members 
Entering Unmasked Estep 
Score: -25428380.000000 Penalty: 6075.529297
	Iteration 30F: 3 clusters Score -2.542838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Entering Unmasked Estep 
Score: -427765.062500 Penalty: 2040.720337
	Iteration 0F: 2 clusters Score -427765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -424025.906250 Penalty: 4081.440674
	Iteration 0F: 3 clusters Score -424025.9 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -424823.562500 Penalty: 4081.440674
	Iteration 1F: 3 clusters Score -424823.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -424996.093750 Penalty: 4081.440674
	Iteration 2F: 3 clusters Score -424996.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -425097.625000 Penalty: 4081.440674
	Iteration 3Q: 3 clusters Score -425097.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -425168.375000 Penalty: 4081.440674
	Iteration 4Q: 3 clusters Score -425168.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -425230.343750 Penalty: 4081.440674
	Iteration 5Q: 3 clusters Score -425230.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -425276.062500 Penalty: 4081.440674
	Iteration 6Q: 3 clusters Score -425276.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -425316.312500 Penalty: 4081.440674
	Iteration 7Q: 3 clusters Score -425316.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -425361.968750 Penalty: 4081.440674
	Iteration 8Q: 3 clusters Score -425362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -425395.312500 Penalty: 4081.440674
	Iteration 9Q: 3 clusters Score -425395.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -425432.312500 Penalty: 4081.440674
	Iteration 10Q: 3 clusters Score -425432.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -425476.625000 Penalty: 4081.440674
	Iteration 11Q: 3 clusters Score -425476.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -425509.187500 Penalty: 4081.440674
	Iteration 12Q: 3 clusters Score -425509.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -425536.031250 Penalty: 4081.440674
	Iteration 13Q: 3 clusters Score -425536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -425555.062500 Penalty: 4081.440674
	Iteration 14Q: 3 clusters Score -425555.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -425572.625000 Penalty: 4081.440674
	Iteration 15Q: 3 clusters Score -425572.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -425589.750000 Penalty: 4081.440674
	Iteration 16Q: 3 clusters Score -425589.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -425606.437500 Penalty: 4081.440674
	Iteration 17Q: 3 clusters Score -425606.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -425617.968750 Penalty: 4081.440674
	Iteration 18Q: 3 clusters Score -425618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -425630.156250 Penalty: 4081.440674
	Iteration 19Q: 3 clusters Score -425630.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -425641.593750 Penalty: 4081.440674
	Iteration 20F: 3 clusters Score -425641.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -425654.375000 Penalty: 4081.440674
	Iteration 21Q: 3 clusters Score -425654.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -425671.968750 Penalty: 4081.440674
	Iteration 22Q: 3 clusters Score -425672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -425693.281250 Penalty: 4081.440674
	Iteration 23Q: 3 clusters Score -425693.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -425705.812500 Penalty: 4081.440674
	Iteration 24Q: 3 clusters Score -425705.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -425712.625000 Penalty: 4081.440674
	Iteration 25Q: 3 clusters Score -425712.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -425720.812500 Penalty: 4081.440674
	Iteration 26Q: 3 clusters Score -425720.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -425725.781250 Penalty: 4081.440674
	Iteration 27Q: 3 clusters Score -425725.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -425732.781250 Penalty: 4081.440674
	Iteration 28Q: 3 clusters Score -425732.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -425739.718750 Penalty: 4081.440674
	Iteration 29Q: 3 clusters Score -425739.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -425746.906250 Penalty: 4081.440674
	Iteration 30Q: 3 clusters Score -425746.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -425754.062500 Penalty: 4081.440674
	Iteration 31Q: 3 clusters Score -425754.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -425757.906250 Penalty: 4081.440674
	Iteration 32Q: 3 clusters Score -425757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -425760.562500 Penalty: 4081.440674
	Iteration 33Q: 3 clusters Score -425760.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -425763.937500 Penalty: 4081.440674
	Iteration 34Q: 3 clusters Score -425763.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -425764.625000 Penalty: 4081.440674
	Iteration 35Q: 3 clusters Score -425764.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -425765.500000 Penalty: 4081.440674
	Iteration 36Q: 3 clusters Score -425765.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -425768.093750 Penalty: 4081.440674
	Iteration 37Q: 3 clusters Score -425768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -425769.593750 Penalty: 4081.440674
	Iteration 38Q: 3 clusters Score -425769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -425770.125000 Penalty: 4081.440674
	Iteration 39Q: 3 clusters Score -425770.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -425770.218750 Penalty: 4081.440674
	Iteration 40F: 3 clusters Score -425770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -425771.000000 Penalty: 4081.440674
	Iteration 41Q: 3 clusters Score -425771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -425772.031250 Penalty: 4081.440674
	Iteration 42Q: 3 clusters Score -425772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -425772.500000 Penalty: 4081.440674
	Iteration 43Q: 3 clusters Score -425772.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -425773.781250 Penalty: 4081.440674
	Iteration 44Q: 3 clusters Score -425773.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -425776.375000 Penalty: 4081.440674
	Iteration 45Q: 3 clusters Score -425776.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -425779.281250 Penalty: 4081.440674
	Iteration 46Q: 3 clusters Score -425779.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -425783.406250 Penalty: 4081.440674
	Iteration 47Q: 3 clusters Score -425783.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -425785.437500 Penalty: 4081.440674
	Iteration 48Q: 3 clusters Score -425785.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -425785.843750 Penalty: 4081.440674
	Iteration 49Q: 3 clusters Score -425785.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -425787.343750 Penalty: 4081.440674
	Iteration 50Q: 3 clusters Score -425787.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -425788.343750 Penalty: 4081.440674
	Iteration 51Q: 3 clusters Score -425788.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -425790.750000 Penalty: 4081.440674
	Iteration 52Q: 3 clusters Score -425790.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -425793.531250 Penalty: 4081.440674
	Iteration 53Q: 3 clusters Score -425793.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -425795.500000 Penalty: 4081.440674
	Iteration 54Q: 3 clusters Score -425795.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -425798.750000 Penalty: 4081.440674
	Iteration 55Q: 3 clusters Score -425798.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -425804.156250 Penalty: 4081.440674
	Iteration 56Q: 3 clusters Score -425804.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -425806.781250 Penalty: 4081.440674
	Iteration 57Q: 3 clusters Score -425806.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -425809.625000 Penalty: 4081.440674
	Iteration 58Q: 3 clusters Score -425809.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -425812.375000 Penalty: 4081.440674
	Iteration 59Q: 3 clusters Score -425812.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -425817.218750 Penalty: 4081.440674
	Iteration 60F: 3 clusters Score -425817.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -425822.406250 Penalty: 4081.440674
	Iteration 61Q: 3 clusters Score -425822.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -425826.500000 Penalty: 4081.440674
	Iteration 62Q: 3 clusters Score -425826.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -425831.781250 Penalty: 4081.440674
	Iteration 63Q: 3 clusters Score -425831.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -425836.250000 Penalty: 4081.440674
	Iteration 64Q: 3 clusters Score -425836.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -425837.375000 Penalty: 4081.440674
	Iteration 65Q: 3 clusters Score -425837.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -425838.750000 Penalty: 4081.440674
	Iteration 66Q: 3 clusters Score -425838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -425838.750000 Penalty: 4081.440674
	Iteration 67F: 3 clusters Score -425838.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (235932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235932 members 
Entering Unmasked Estep 
Score: -28592198.000000 Penalty: 3068.082031
	Iteration 0F: 2 clusters Score -2.85922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117807 members 
Mstep: Class 2 contains 118125 members 
Entering Unmasked Estep 
Score: -28442488.000000 Penalty: 6136.164062
	Iteration 0F: 3 clusters Score -2.844249e+07 nChanged 113647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114840 members 
Mstep: Class 2 contains 121092 members 
Entering Unmasked Estep 
Score: -28508752.000000 Penalty: 6136.164062
	Iteration 1F: 3 clusters Score -2.850875e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113296 members 
Mstep: Class 2 contains 122636 members 
Entering Unmasked Estep 
Score: -28510398.000000 Penalty: 6136.164062
	Iteration 2Q: 3 clusters Score -2.85104e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111023 members 
Mstep: Class 2 contains 124909 members 
Entering Unmasked Estep 
Score: -28512304.000000 Penalty: 6136.164062
	Iteration 3Q: 3 clusters Score -2.85123e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107691 members 
Mstep: Class 2 contains 128241 members 
Entering Unmasked Estep 
Score: -28514942.000000 Penalty: 6136.164062
	Iteration 4Q: 3 clusters Score -2.851494e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103014 members 
Mstep: Class 2 contains 132918 members 
Entering Unmasked Estep 
Score: -28519056.000000 Penalty: 6136.164062
	Iteration 5Q: 3 clusters Score -2.851906e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96853 members 
Mstep: Class 2 contains 139079 members 
Entering Unmasked Estep 
Score: -28524812.000000 Penalty: 6136.164062
	Iteration 6Q: 3 clusters Score -2.852481e+07 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89325 members 
Mstep: Class 2 contains 146607 members 
Entering Unmasked Estep 
Score: -28533364.000000 Penalty: 6136.164062
	Iteration 7F: 3 clusters Score -2.853336e+07 nChanged 14255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80676 members 
Mstep: Class 2 contains 155256 members 
Entering Unmasked Estep 
Score: -28543462.000000 Penalty: 6136.164062
	Iteration 8F: 3 clusters Score -2.854346e+07 nChanged 14876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 163972 members 
Entering Unmasked Estep 
Score: -28553978.000000 Penalty: 6136.164062
	Iteration 9F: 3 clusters Score -2.855398e+07 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 171360 members 
Entering Unmasked Estep 
Score: -28562888.000000 Penalty: 6136.164062
	Iteration 10F: 3 clusters Score -2.856289e+07 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 177252 members 
Entering Unmasked Estep 
Score: -28568414.000000 Penalty: 6136.164062
	Iteration 11Q: 3 clusters Score -2.856841e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 182268 members 
Entering Unmasked Estep 
Score: -28571310.000000 Penalty: 6136.164062
	Iteration 12Q: 3 clusters Score -2.857131e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 186928 members 
Entering Unmasked Estep 
Score: -28572942.000000 Penalty: 6136.164062
	Iteration 13Q: 3 clusters Score -2.857294e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 191477 members 
Entering Unmasked Estep 
Score: -28574602.000000 Penalty: 6136.164062
	Iteration 14Q: 3 clusters Score -2.85746e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 195894 members 
Entering Unmasked Estep 
Score: -28576014.000000 Penalty: 6136.164062
	Iteration 15Q: 3 clusters Score -2.857601e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 200197 members 
Entering Unmasked Estep 
Score: -28577272.000000 Penalty: 6136.164062
	Iteration 16Q: 3 clusters Score -2.857727e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 204490 members 
Entering Unmasked Estep 
Score: -28578786.000000 Penalty: 6136.164062
	Iteration 17Q: 3 clusters Score -2.857879e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 208616 members 
Entering Unmasked Estep 
Score: -28580034.000000 Penalty: 6136.164062
	Iteration 18Q: 3 clusters Score -2.858003e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 212469 members 
Entering Unmasked Estep 
Score: -28581402.000000 Penalty: 6136.164062
	Iteration 19Q: 3 clusters Score -2.85814e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 216141 members 
Entering Unmasked Estep 
Score: -28582536.000000 Penalty: 6136.164062
	Iteration 20F: 3 clusters Score -2.858254e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 219391 members 
Entering Unmasked Estep 
Score: -28583820.000000 Penalty: 6136.164062
	Iteration 21Q: 3 clusters Score -2.858382e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 222136 members 
Entering Unmasked Estep 
Score: -28584854.000000 Penalty: 6136.164062
	Iteration 22Q: 3 clusters Score -2.858485e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 224465 members 
Entering Unmasked Estep 
Score: -28585806.000000 Penalty: 6136.164062
	Iteration 23Q: 3 clusters Score -2.858581e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 226464 members 
Entering Unmasked Estep 
Score: -28586560.000000 Penalty: 6136.164062
	Iteration 24Q: 3 clusters Score -2.858656e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 228064 members 
Entering Unmasked Estep 
Score: -28587252.000000 Penalty: 6136.164062
	Iteration 25Q: 3 clusters Score -2.858725e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 229383 members 
Entering Unmasked Estep 
Score: -28587770.000000 Penalty: 6136.164062
	Iteration 26Q: 3 clusters Score -2.858777e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 230411 members 
Entering Unmasked Estep 
Score: -28588076.000000 Penalty: 6136.164062
	Iteration 27Q: 3 clusters Score -2.858808e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 231199 members 
Entering Unmasked Estep 
Score: -28588388.000000 Penalty: 6136.164062
	Iteration 28Q: 3 clusters Score -2.858839e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 231766 members 
Entering Unmasked Estep 
Score: -28588666.000000 Penalty: 6136.164062
	Iteration 29Q: 3 clusters Score -2.858867e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 232230 members 
Entering Unmasked Estep 
Score: -28588814.000000 Penalty: 6136.164062
	Iteration 30Q: 3 clusters Score -2.858881e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 232598 members 
Entering Unmasked Estep 
Score: -28588982.000000 Penalty: 6136.164062
	Iteration 31Q: 3 clusters Score -2.858898e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 232901 members 
Entering Unmasked Estep 
Score: -28589092.000000 Penalty: 6136.164062
	Iteration 32Q: 3 clusters Score -2.858909e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 233151 members 
Entering Unmasked Estep 
Score: -28589186.000000 Penalty: 6136.164062
	Iteration 33Q: 3 clusters Score -2.858919e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 233351 members 
Entering Unmasked Estep 
Score: -28589282.000000 Penalty: 6136.164062
	Iteration 34Q: 3 clusters Score -2.858928e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 233506 members 
Entering Unmasked Estep 
Score: -28589294.000000 Penalty: 6136.164062
	Iteration 35Q: 3 clusters Score -2.858929e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 233633 members 
Entering Unmasked Estep 
Score: -28589326.000000 Penalty: 6136.164062
	Iteration 36Q: 3 clusters Score -2.858933e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 233741 members 
Entering Unmasked Estep 
Score: -28589340.000000 Penalty: 6136.164062
	Iteration 37Q: 3 clusters Score -2.858934e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 233846 members 
Entering Unmasked Estep 
Score: -28589406.000000 Penalty: 6136.164062
	Iteration 38Q: 3 clusters Score -2.858941e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 233926 members 
Entering Unmasked Estep 
Score: -28589446.000000 Penalty: 6136.164062
	Iteration 39Q: 3 clusters Score -2.858945e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 234005 members 
Entering Unmasked Estep 
Score: -28589484.000000 Penalty: 6136.164062
	Iteration 40F: 3 clusters Score -2.858948e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 234075 members 
Entering Unmasked Estep 
Score: -28589510.000000 Penalty: 6136.164062
	Iteration 41Q: 3 clusters Score -2.858951e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 234134 members 
Entering Unmasked Estep 
Score: -28589512.000000 Penalty: 6136.164062
	Iteration 42Q: 3 clusters Score -2.858951e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 234182 members 
Entering Unmasked Estep 
Score: -28589520.000000 Penalty: 6136.164062
	Iteration 43Q: 3 clusters Score -2.858952e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 234219 members 
Entering Unmasked Estep 
Score: -28589518.000000 Penalty: 6136.164062
	Iteration 44Q: 3 clusters Score -2.858952e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 234256 members 
Entering Unmasked Estep 
Score: -28589518.000000 Penalty: 6136.164062
	Iteration 45Q: 3 clusters Score -2.858952e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 234284 members 
Entering Unmasked Estep 
Score: -28589550.000000 Penalty: 6136.164062
	Iteration 46Q: 3 clusters Score -2.858955e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 234306 members 
Entering Unmasked Estep 
Score: -28589550.000000 Penalty: 6136.164062
	Iteration 47Q: 3 clusters Score -2.858955e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 234329 members 
Entering Unmasked Estep 
Score: -28589554.000000 Penalty: 6136.164062
	Iteration 48Q: 3 clusters Score -2.858955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 234339 members 
Entering Unmasked Estep 
Score: -28589554.000000 Penalty: 6136.164062
	Iteration 49Q: 3 clusters Score -2.858955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 234346 members 
Entering Unmasked Estep 
Score: -28589560.000000 Penalty: 6136.164062
	Iteration 50Q: 3 clusters Score -2.858956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 234357 members 
Entering Unmasked Estep 
Score: -28589570.000000 Penalty: 6136.164062
	Iteration 51Q: 3 clusters Score -2.858957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 234365 members 
Entering Unmasked Estep 
Score: -28589564.000000 Penalty: 6136.164062
	Iteration 52Q: 3 clusters Score -2.858956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 234370 members 
Entering Unmasked Estep 
Score: -28589568.000000 Penalty: 6136.164062
	Iteration 53Q: 3 clusters Score -2.858957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 234379 members 
Entering Unmasked Estep 
Score: -28589530.000000 Penalty: 6136.164062
	Iteration 54Q: 3 clusters Score -2.858953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 234390 members 
Entering Unmasked Estep 
Score: -28589550.000000 Penalty: 6136.164062
	Iteration 55Q: 3 clusters Score -2.858955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 234399 members 
Entering Unmasked Estep 
Score: -28589570.000000 Penalty: 6136.164062
	Iteration 56Q: 3 clusters Score -2.858957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 234407 members 
Entering Unmasked Estep 
Score: -28589570.000000 Penalty: 6136.164062
	Iteration 57Q: 3 clusters Score -2.858957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 234419 members 
Entering Unmasked Estep 
Score: -28589558.000000 Penalty: 6136.164062
	Iteration 58Q: 3 clusters Score -2.858956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 234423 members 
Entering Unmasked Estep 
Score: -28589558.000000 Penalty: 6136.164062
	Iteration 59Q: 3 clusters Score -2.858956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 234429 members 
Entering Unmasked Estep 
Score: -28589558.000000 Penalty: 6136.164062
	Iteration 60F: 3 clusters Score -2.858956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 234433 members 
Entering Unmasked Estep 
Score: -28589562.000000 Penalty: 6136.164062
	Iteration 61Q: 3 clusters Score -2.858956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 234434 members 
Entering Unmasked Estep 
Score: -28589556.000000 Penalty: 6136.164062
	Iteration 62Q: 3 clusters Score -2.858956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 234441 members 
Entering Unmasked Estep 
Score: -28589558.000000 Penalty: 6136.164062
	Iteration 63Q: 3 clusters Score -2.858956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 234444 members 
Entering Unmasked Estep 
Score: -28589564.000000 Penalty: 6136.164062
	Iteration 64Q: 3 clusters Score -2.858956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 234445 members 
Entering Unmasked Estep 
Score: -28589558.000000 Penalty: 6136.164062
	Iteration 65Q: 3 clusters Score -2.858956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 234447 members 
Entering Unmasked Estep 
Score: -28589566.000000 Penalty: 6136.164062
	Iteration 66Q: 3 clusters Score -2.858957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 234449 members 
Entering Unmasked Estep 
Score: -28589572.000000 Penalty: 6136.164062
	Iteration 67Q: 3 clusters Score -2.858957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 234449 members 
Entering Unmasked Estep 
Score: -28589572.000000 Penalty: 6136.164062
	Iteration 68F: 3 clusters Score -2.858957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -95907.609375 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -95907.61 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 494 members 
Entering Unmasked Estep 
Score: -93973.664062 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -93973.66 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -94281.960938 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -94281.96 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -94406.296875 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -94406.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -94492.414062 Penalty: 3399.236328
	Iteration 3Q: 3 clusters Score -94492.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -94572.882812 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -94572.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -94659.015625 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -94659.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -94722.523438 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -94722.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -94793.328125 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -94793.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -94860.882812 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -94860.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -94885.523438 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -94885.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -94892.468750 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -94892.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -94905.812500 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -94905.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -94922.906250 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -94922.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -94937.937500 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -94937.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -94949.046875 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -94949.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -94961.835938 Penalty: 3399.236328
	Iteration 15Q: 3 clusters Score -94961.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -94982.156250 Penalty: 3399.236328
	Iteration 16Q: 3 clusters Score -94982.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -94997.695312 Penalty: 3399.236328
	Iteration 17Q: 3 clusters Score -94997.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -95008.515625 Penalty: 3399.236328
	Iteration 18Q: 3 clusters Score -95008.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -95014.757812 Penalty: 3399.236328
	Iteration 19Q: 3 clusters Score -95014.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -95030.187500 Penalty: 3399.236328
	Iteration 20F: 3 clusters Score -95030.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -95034.968750 Penalty: 3399.236328
	Iteration 21Q: 3 clusters Score -95034.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -95036.312500 Penalty: 3399.236328
	Iteration 22Q: 3 clusters Score -95036.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -95037.562500 Penalty: 3399.236328
	Iteration 23Q: 3 clusters Score -95037.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -95042.656250 Penalty: 3399.236328
	Iteration 24Q: 3 clusters Score -95042.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -95053.593750 Penalty: 3399.236328
	Iteration 25Q: 3 clusters Score -95053.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -95060.132812 Penalty: 3399.236328
	Iteration 26Q: 3 clusters Score -95060.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -95067.875000 Penalty: 3399.236328
	Iteration 27Q: 3 clusters Score -95067.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -95081.976562 Penalty: 3399.236328
	Iteration 28Q: 3 clusters Score -95081.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -95089.585938 Penalty: 3399.236328
	Iteration 29Q: 3 clusters Score -95089.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -95091.125000 Penalty: 3399.236328
	Iteration 30Q: 3 clusters Score -95091.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -95092.312500 Penalty: 3399.236328
	Iteration 31Q: 3 clusters Score -95092.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -95094.359375 Penalty: 3399.236328
	Iteration 32Q: 3 clusters Score -95094.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -95095.851562 Penalty: 3399.236328
	Iteration 33Q: 3 clusters Score -95095.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -95095.851562 Penalty: 3399.236328
	Iteration 34F: 3 clusters Score -95095.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Entering Unmasked Estep 
Score: -1364790.500000 Penalty: 2323.355469
	Iteration 0F: 2 clusters Score -1364790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1356055.125000 Penalty: 4646.710938
	Iteration 0F: 3 clusters Score -1356055 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1358921.125000 Penalty: 4646.710938
	Iteration 1F: 3 clusters Score -1358921 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1359630.250000 Penalty: 4646.710938
	Iteration 2F: 3 clusters Score -1359630 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1360278.500000 Penalty: 4646.710938
	Iteration 3F: 3 clusters Score -1360278 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1360945.625000 Penalty: 4646.710938
	Iteration 4F: 3 clusters Score -1360946 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1361586.250000 Penalty: 4646.710938
	Iteration 5F: 3 clusters Score -1361586 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1362151.500000 Penalty: 4646.710938
	Iteration 6F: 3 clusters Score -1362152 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1362607.250000 Penalty: 4646.710938
	Iteration 7F: 3 clusters Score -1362607 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1362916.625000 Penalty: 4646.710938
	Iteration 8Q: 3 clusters Score -1362917 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1363119.000000 Penalty: 4646.710938
	Iteration 9Q: 3 clusters Score -1363119 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1363244.000000 Penalty: 4646.710938
	Iteration 10Q: 3 clusters Score -1363244 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1363316.500000 Penalty: 4646.710938
	Iteration 11Q: 3 clusters Score -1363316 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1363364.500000 Penalty: 4646.710938
	Iteration 12Q: 3 clusters Score -1363364 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1363404.875000 Penalty: 4646.710938
	Iteration 13Q: 3 clusters Score -1363405 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1363433.000000 Penalty: 4646.710938
	Iteration 14Q: 3 clusters Score -1363433 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1363459.750000 Penalty: 4646.710938
	Iteration 15Q: 3 clusters Score -1363460 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1363489.375000 Penalty: 4646.710938
	Iteration 16Q: 3 clusters Score -1363489 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1363515.000000 Penalty: 4646.710938
	Iteration 17Q: 3 clusters Score -1363515 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1363540.000000 Penalty: 4646.710938
	Iteration 18Q: 3 clusters Score -1363540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1363553.750000 Penalty: 4646.710938
	Iteration 19Q: 3 clusters Score -1363554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1363569.000000 Penalty: 4646.710938
	Iteration 20F: 3 clusters Score -1363569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1363582.375000 Penalty: 4646.710938
	Iteration 21Q: 3 clusters Score -1363582 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1363605.375000 Penalty: 4646.710938
	Iteration 22Q: 3 clusters Score -1363605 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1363626.375000 Penalty: 4646.710938
	Iteration 23Q: 3 clusters Score -1363626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1363649.375000 Penalty: 4646.710938
	Iteration 24Q: 3 clusters Score -1363649 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1363669.250000 Penalty: 4646.710938
	Iteration 25Q: 3 clusters Score -1363669 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1363686.375000 Penalty: 4646.710938
	Iteration 26Q: 3 clusters Score -1363686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1363695.500000 Penalty: 4646.710938
	Iteration 27Q: 3 clusters Score -1363696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1363710.875000 Penalty: 4646.710938
	Iteration 28Q: 3 clusters Score -1363711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1363725.500000 Penalty: 4646.710938
	Iteration 29Q: 3 clusters Score -1363726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1363728.375000 Penalty: 4646.710938
	Iteration 30Q: 3 clusters Score -1363728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1363740.250000 Penalty: 4646.710938
	Iteration 31Q: 3 clusters Score -1363740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1363748.500000 Penalty: 4646.710938
	Iteration 32Q: 3 clusters Score -1363748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1363754.250000 Penalty: 4646.710938
	Iteration 33Q: 3 clusters Score -1363754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1363758.125000 Penalty: 4646.710938
	Iteration 34Q: 3 clusters Score -1363758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1363762.125000 Penalty: 4646.710938
	Iteration 35Q: 3 clusters Score -1363762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1363770.500000 Penalty: 4646.710938
	Iteration 36Q: 3 clusters Score -1363770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1363772.875000 Penalty: 4646.710938
	Iteration 37Q: 3 clusters Score -1363773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1363778.375000 Penalty: 4646.710938
	Iteration 38Q: 3 clusters Score -1363778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1363776.250000 Penalty: 4646.710938
	Iteration 39Q: 3 clusters Score -1363776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1363779.500000 Penalty: 4646.710938
	Iteration 40F: 3 clusters Score -1363780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1363782.875000 Penalty: 4646.710938
	Iteration 41Q: 3 clusters Score -1363783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1363784.625000 Penalty: 4646.710938
	Iteration 42Q: 3 clusters Score -1363785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1363782.875000 Penalty: 4646.710938
	Iteration 43Q: 3 clusters Score -1363783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1363783.125000 Penalty: 4646.710938
	Iteration 44Q: 3 clusters Score -1363783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1363784.875000 Penalty: 4646.710938
	Iteration 45Q: 3 clusters Score -1363785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1363786.750000 Penalty: 4646.710938
	Iteration 46Q: 3 clusters Score -1363787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1363792.000000 Penalty: 4646.710938
	Iteration 47Q: 3 clusters Score -1363792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1363794.125000 Penalty: 4646.710938
	Iteration 48Q: 3 clusters Score -1363794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1363794.375000 Penalty: 4646.710938
	Iteration 49Q: 3 clusters Score -1363794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1363797.375000 Penalty: 4646.710938
	Iteration 50Q: 3 clusters Score -1363797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1363800.875000 Penalty: 4646.710938
	Iteration 51Q: 3 clusters Score -1363801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1363803.750000 Penalty: 4646.710938
	Iteration 52Q: 3 clusters Score -1363804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1363801.750000 Penalty: 4646.710938
	Iteration 53Q: 3 clusters Score -1363802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1363805.625000 Penalty: 4646.710938
	Iteration 54Q: 3 clusters Score -1363806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1363805.875000 Penalty: 4646.710938
	Iteration 55Q: 3 clusters Score -1363806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1363815.000000 Penalty: 4646.710938
	Iteration 56Q: 3 clusters Score -1363815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1363819.375000 Penalty: 4646.710938
	Iteration 57Q: 3 clusters Score -1363819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1363829.500000 Penalty: 4646.710938
	Iteration 58Q: 3 clusters Score -1363830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1363841.000000 Penalty: 4646.710938
	Iteration 59Q: 3 clusters Score -1363841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1363857.000000 Penalty: 4646.710938
	Iteration 60F: 3 clusters Score -1363857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1363862.875000 Penalty: 4646.710938
	Iteration 61Q: 3 clusters Score -1363863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1363872.875000 Penalty: 4646.710938
	Iteration 62Q: 3 clusters Score -1363873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1363879.125000 Penalty: 4646.710938
	Iteration 63Q: 3 clusters Score -1363879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1363883.250000 Penalty: 4646.710938
	Iteration 64Q: 3 clusters Score -1363883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1363885.750000 Penalty: 4646.710938
	Iteration 65Q: 3 clusters Score -1363886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1363892.250000 Penalty: 4646.710938
	Iteration 66Q: 3 clusters Score -1363892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1363891.000000 Penalty: 4646.710938
	Iteration 67Q: 3 clusters Score -1363891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1363891.000000 Penalty: 4646.710938
	Iteration 68F: 3 clusters Score -1363891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Entering Unmasked Estep 
Score: -286720.000000 Penalty: 1952.179810
	Iteration 0F: 2 clusters Score -286720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -283672.093750 Penalty: 3904.359619
	Iteration 0F: 3 clusters Score -283672.1 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -284292.625000 Penalty: 3904.359619
	Iteration 1F: 3 clusters Score -284292.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -284452.062500 Penalty: 3904.359619
	Iteration 2F: 3 clusters Score -284452.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -284540.156250 Penalty: 3904.359619
	Iteration 3Q: 3 clusters Score -284540.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -284590.343750 Penalty: 3904.359619
	Iteration 4Q: 3 clusters Score -284590.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -284625.906250 Penalty: 3904.359619
	Iteration 5Q: 3 clusters Score -284625.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -284655.250000 Penalty: 3904.359619
	Iteration 6Q: 3 clusters Score -284655.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -284678.093750 Penalty: 3904.359619
	Iteration 7Q: 3 clusters Score -284678.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -284700.843750 Penalty: 3904.359619
	Iteration 8Q: 3 clusters Score -284700.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -284715.187500 Penalty: 3904.359619
	Iteration 9Q: 3 clusters Score -284715.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -284726.437500 Penalty: 3904.359619
	Iteration 10Q: 3 clusters Score -284726.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -284743.062500 Penalty: 3904.359619
	Iteration 11Q: 3 clusters Score -284743.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -284752.906250 Penalty: 3904.359619
	Iteration 12Q: 3 clusters Score -284752.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -284761.218750 Penalty: 3904.359619
	Iteration 13Q: 3 clusters Score -284761.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -284772.218750 Penalty: 3904.359619
	Iteration 14Q: 3 clusters Score -284772.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -284779.718750 Penalty: 3904.359619
	Iteration 15Q: 3 clusters Score -284779.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -284786.156250 Penalty: 3904.359619
	Iteration 16Q: 3 clusters Score -284786.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -284792.593750 Penalty: 3904.359619
	Iteration 17Q: 3 clusters Score -284792.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -284801.312500 Penalty: 3904.359619
	Iteration 18Q: 3 clusters Score -284801.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -284807.937500 Penalty: 3904.359619
	Iteration 19Q: 3 clusters Score -284807.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -284815.750000 Penalty: 3904.359619
	Iteration 20F: 3 clusters Score -284815.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -284824.562500 Penalty: 3904.359619
	Iteration 21Q: 3 clusters Score -284824.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -284833.312500 Penalty: 3904.359619
	Iteration 22Q: 3 clusters Score -284833.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -284847.437500 Penalty: 3904.359619
	Iteration 23Q: 3 clusters Score -284847.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -284860.093750 Penalty: 3904.359619
	Iteration 24Q: 3 clusters Score -284860.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -284874.937500 Penalty: 3904.359619
	Iteration 25Q: 3 clusters Score -284874.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -284887.031250 Penalty: 3904.359619
	Iteration 26Q: 3 clusters Score -284887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -284896.781250 Penalty: 3904.359619
	Iteration 27Q: 3 clusters Score -284896.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -284900.593750 Penalty: 3904.359619
	Iteration 28Q: 3 clusters Score -284900.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -284901.937500 Penalty: 3904.359619
	Iteration 29Q: 3 clusters Score -284901.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -284903.281250 Penalty: 3904.359619
	Iteration 30Q: 3 clusters Score -284903.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -284905.031250 Penalty: 3904.359619
	Iteration 31Q: 3 clusters Score -284905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -284906.125000 Penalty: 3904.359619
	Iteration 32Q: 3 clusters Score -284906.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -284907.312500 Penalty: 3904.359619
	Iteration 33Q: 3 clusters Score -284907.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -284909.312500 Penalty: 3904.359619
	Iteration 34Q: 3 clusters Score -284909.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -284911.656250 Penalty: 3904.359619
	Iteration 35Q: 3 clusters Score -284911.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -284912.750000 Penalty: 3904.359619
	Iteration 36Q: 3 clusters Score -284912.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -284913.281250 Penalty: 3904.359619
	Iteration 37Q: 3 clusters Score -284913.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -284915.406250 Penalty: 3904.359619
	Iteration 38Q: 3 clusters Score -284915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -284916.125000 Penalty: 3904.359619
	Iteration 39Q: 3 clusters Score -284916.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -284915.968750 Penalty: 3904.359619
	Iteration 40F: 3 clusters Score -284916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -284917.281250 Penalty: 3904.359619
	Iteration 41Q: 3 clusters Score -284917.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -284919.906250 Penalty: 3904.359619
	Iteration 42Q: 3 clusters Score -284919.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -284922.062500 Penalty: 3904.359619
	Iteration 43Q: 3 clusters Score -284922.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -284925.218750 Penalty: 3904.359619
	Iteration 44Q: 3 clusters Score -284925.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -284928.687500 Penalty: 3904.359619
	Iteration 45Q: 3 clusters Score -284928.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -284932.875000 Penalty: 3904.359619
	Iteration 46Q: 3 clusters Score -284932.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -284938.437500 Penalty: 3904.359619
	Iteration 47Q: 3 clusters Score -284938.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -284946.156250 Penalty: 3904.359619
	Iteration 48Q: 3 clusters Score -284946.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -284951.562500 Penalty: 3904.359619
	Iteration 49Q: 3 clusters Score -284951.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -284958.531250 Penalty: 3904.359619
	Iteration 50Q: 3 clusters Score -284958.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -284968.031250 Penalty: 3904.359619
	Iteration 51Q: 3 clusters Score -284968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -284976.500000 Penalty: 3904.359619
	Iteration 52Q: 3 clusters Score -284976.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -284979.906250 Penalty: 3904.359619
	Iteration 53Q: 3 clusters Score -284979.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -284981.812500 Penalty: 3904.359619
	Iteration 54Q: 3 clusters Score -284981.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -284981.812500 Penalty: 3904.359619
	Iteration 55F: 3 clusters Score -284981.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86560 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214332 members 
Mstep: Class 7 contains 65883 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 208783 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235932 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11712 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298968.000000 Penalty: 57676.941406
Iteration 359Q: 18 clusters Score -1.04299e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86562 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214332 members 
Mstep: Class 7 contains 65882 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 208786 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235926 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11714 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299016.000000 Penalty: 57676.941406
Iteration 360F: 18 clusters Score -1.04299e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86563 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214326 members 
Mstep: Class 7 contains 65882 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 208789 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235923 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11719 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299000.000000 Penalty: 57676.941406
Iteration 361Q: 18 clusters Score -1.04299e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86564 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214323 members 
Mstep: Class 7 contains 65881 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 208790 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235920 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11724 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298968.000000 Penalty: 57676.941406
Iteration 362Q: 18 clusters Score -1.04299e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86565 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214321 members 
Mstep: Class 7 contains 65884 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 208790 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235914 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11728 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298952.000000 Penalty: 57676.941406
Iteration 363Q: 18 clusters Score -1.04299e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86568 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214317 members 
Mstep: Class 7 contains 65884 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 208794 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235907 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11732 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299024.000000 Penalty: 57676.941406
Iteration 364Q: 18 clusters Score -1.04299e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86579 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214310 members 
Mstep: Class 7 contains 65885 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 208791 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235904 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11733 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298920.000000 Penalty: 57676.941406
Iteration 365Q: 18 clusters Score -1.042989e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86589 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214304 members 
Mstep: Class 7 contains 65887 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 208789 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235899 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11734 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298952.000000 Penalty: 57676.941406
Iteration 366Q: 18 clusters Score -1.04299e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86591 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214300 members 
Mstep: Class 7 contains 65889 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 208794 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235889 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298920.000000 Penalty: 57676.941406
Iteration 367Q: 18 clusters Score -1.042989e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86595 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214300 members 
Mstep: Class 7 contains 65891 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 208789 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235887 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11740 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298976.000000 Penalty: 57676.941406
Iteration 368Q: 18 clusters Score -1.04299e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86598 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214297 members 
Mstep: Class 7 contains 65893 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 208786 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235886 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11742 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298968.000000 Penalty: 57676.941406
Iteration 369Q: 18 clusters Score -1.04299e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86597 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214294 members 
Mstep: Class 7 contains 65894 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 208785 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235885 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11747 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298984.000000 Penalty: 57676.941406
Iteration 370Q: 18 clusters Score -1.04299e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86598 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214289 members 
Mstep: Class 7 contains 65896 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 208784 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235883 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11752 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298984.000000 Penalty: 57676.941406
Iteration 371Q: 18 clusters Score -1.04299e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86609 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214284 members 
Mstep: Class 7 contains 65895 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 208781 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235879 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11754 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298960.000000 Penalty: 57676.941406
Iteration 372Q: 18 clusters Score -1.04299e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86622 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25483 members 
Mstep: Class 6 contains 214282 members 
Mstep: Class 7 contains 65895 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 208777 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235873 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11754 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298984.000000 Penalty: 57676.941406
Iteration 373Q: 18 clusters Score -1.04299e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86631 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25483 members 
Mstep: Class 6 contains 214281 members 
Mstep: Class 7 contains 65896 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 208775 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235866 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11754 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299008.000000 Penalty: 57676.941406
Iteration 374Q: 18 clusters Score -1.04299e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86637 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25483 members 
Mstep: Class 6 contains 214281 members 
Mstep: Class 7 contains 65894 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 208771 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235865 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299032.000000 Penalty: 57676.941406
Iteration 375Q: 18 clusters Score -1.04299e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86641 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25483 members 
Mstep: Class 6 contains 214282 members 
Mstep: Class 7 contains 65894 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 208768 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235862 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299024.000000 Penalty: 57676.941406
Iteration 376Q: 18 clusters Score -1.04299e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86646 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25483 members 
Mstep: Class 6 contains 214278 members 
Mstep: Class 7 contains 65895 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 208766 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235862 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299040.000000 Penalty: 57676.941406
Iteration 377Q: 18 clusters Score -1.04299e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86646 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25483 members 
Mstep: Class 6 contains 214276 members 
Mstep: Class 7 contains 65895 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 208767 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235863 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299080.000000 Penalty: 57676.941406
Iteration 378Q: 18 clusters Score -1.042991e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86646 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214274 members 
Mstep: Class 7 contains 65895 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 208766 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235865 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299072.000000 Penalty: 57676.941406
Iteration 379Q: 18 clusters Score -1.042991e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86646 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214273 members 
Mstep: Class 7 contains 65895 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 208767 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235865 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299048.000000 Penalty: 57676.941406
Iteration 380F: 18 clusters Score -1.04299e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86646 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214273 members 
Mstep: Class 7 contains 65895 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 208768 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235864 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299056.000000 Penalty: 57676.941406
Iteration 381Q: 18 clusters Score -1.042991e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86646 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214274 members 
Mstep: Class 7 contains 65894 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 208770 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235862 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299040.000000 Penalty: 57676.941406
Iteration 382Q: 18 clusters Score -1.04299e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86647 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214274 members 
Mstep: Class 7 contains 65894 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 208771 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235860 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299016.000000 Penalty: 57676.941406
Iteration 383Q: 18 clusters Score -1.04299e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86650 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214272 members 
Mstep: Class 7 contains 65894 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 208774 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235856 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299040.000000 Penalty: 57676.941406
Iteration 384Q: 18 clusters Score -1.04299e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86652 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214272 members 
Mstep: Class 7 contains 65894 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 208774 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235854 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299056.000000 Penalty: 57676.941406
Iteration 385Q: 18 clusters Score -1.042991e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86653 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214270 members 
Mstep: Class 7 contains 65894 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 208773 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235856 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299040.000000 Penalty: 57676.941406
Iteration 386Q: 18 clusters Score -1.04299e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86653 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214269 members 
Mstep: Class 7 contains 65894 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 208773 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235857 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299064.000000 Penalty: 57676.941406
Iteration 387Q: 18 clusters Score -1.042991e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86653 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214268 members 
Mstep: Class 7 contains 65894 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 208774 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235857 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299056.000000 Penalty: 57676.941406
Iteration 388Q: 18 clusters Score -1.042991e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86653 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214267 members 
Mstep: Class 7 contains 65894 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 208775 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235857 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299056.000000 Penalty: 57676.941406
Iteration 389Q: 18 clusters Score -1.042991e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86654 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214267 members 
Mstep: Class 7 contains 65894 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 208774 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235857 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299040.000000 Penalty: 57676.941406
Iteration 390Q: 18 clusters Score -1.04299e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 86654 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 214267 members 
Mstep: Class 7 contains 65894 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 208774 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 235857 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 21 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299040.000000 Penalty: 57676.941406
Iteration 391F: 18 clusters Score -1.04299e+08 nChanged 0
Entering ConstructFrom: 
Score: -104299040.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (4464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Entering Unmasked Estep 
Score: -507959.937500 Penalty: 2084.142578
	Iteration 0F: 2 clusters Score -507959.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -503794.062500 Penalty: 4168.285156
	Iteration 0F: 3 clusters Score -503794.1 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -504769.250000 Penalty: 4168.285156
	Iteration 1F: 3 clusters Score -504769.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -504962.000000 Penalty: 4168.285156
	Iteration 2F: 3 clusters Score -504962 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -505081.500000 Penalty: 4168.285156
	Iteration 3Q: 3 clusters Score -505081.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -505153.531250 Penalty: 4168.285156
	Iteration 4Q: 3 clusters Score -505153.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -505195.281250 Penalty: 4168.285156
	Iteration 5Q: 3 clusters Score -505195.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -505233.406250 Penalty: 4168.285156
	Iteration 6Q: 3 clusters Score -505233.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -505266.125000 Penalty: 4168.285156
	Iteration 7Q: 3 clusters Score -505266.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -505297.468750 Penalty: 4168.285156
	Iteration 8Q: 3 clusters Score -505297.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -505323.093750 Penalty: 4168.285156
	Iteration 9Q: 3 clusters Score -505323.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -505356.312500 Penalty: 4168.285156
	Iteration 10Q: 3 clusters Score -505356.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -505394.031250 Penalty: 4168.285156
	Iteration 11Q: 3 clusters Score -505394 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -505428.687500 Penalty: 4168.285156
	Iteration 12Q: 3 clusters Score -505428.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -505459.062500 Penalty: 4168.285156
	Iteration 13Q: 3 clusters Score -505459.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -505488.031250 Penalty: 4168.285156
	Iteration 14Q: 3 clusters Score -505488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -505509.750000 Penalty: 4168.285156
	Iteration 15Q: 3 clusters Score -505509.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -505538.718750 Penalty: 4168.285156
	Iteration 16Q: 3 clusters Score -505538.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -505560.093750 Penalty: 4168.285156
	Iteration 17Q: 3 clusters Score -505560.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -505580.093750 Penalty: 4168.285156
	Iteration 18Q: 3 clusters Score -505580.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -505595.531250 Penalty: 4168.285156
	Iteration 19Q: 3 clusters Score -505595.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -505608.593750 Penalty: 4168.285156
	Iteration 20F: 3 clusters Score -505608.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -505622.093750 Penalty: 4168.285156
	Iteration 21Q: 3 clusters Score -505622.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -505634.375000 Penalty: 4168.285156
	Iteration 22Q: 3 clusters Score -505634.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -505643.906250 Penalty: 4168.285156
	Iteration 23Q: 3 clusters Score -505643.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -505651.593750 Penalty: 4168.285156
	Iteration 24Q: 3 clusters Score -505651.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -505659.375000 Penalty: 4168.285156
	Iteration 25Q: 3 clusters Score -505659.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -505665.687500 Penalty: 4168.285156
	Iteration 26Q: 3 clusters Score -505665.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -505668.156250 Penalty: 4168.285156
	Iteration 27Q: 3 clusters Score -505668.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -505671.031250 Penalty: 4168.285156
	Iteration 28Q: 3 clusters Score -505671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -505673.531250 Penalty: 4168.285156
	Iteration 29Q: 3 clusters Score -505673.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -505674.281250 Penalty: 4168.285156
	Iteration 30Q: 3 clusters Score -505674.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -505675.500000 Penalty: 4168.285156
	Iteration 31Q: 3 clusters Score -505675.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -505677.875000 Penalty: 4168.285156
	Iteration 32Q: 3 clusters Score -505677.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -505680.312500 Penalty: 4168.285156
	Iteration 33Q: 3 clusters Score -505680.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -505681.812500 Penalty: 4168.285156
	Iteration 34Q: 3 clusters Score -505681.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -505683.906250 Penalty: 4168.285156
	Iteration 35Q: 3 clusters Score -505683.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -505684.687500 Penalty: 4168.285156
	Iteration 36Q: 3 clusters Score -505684.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -505685.781250 Penalty: 4168.285156
	Iteration 37Q: 3 clusters Score -505685.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -505688.218750 Penalty: 4168.285156
	Iteration 38Q: 3 clusters Score -505688.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -505690.218750 Penalty: 4168.285156
	Iteration 39Q: 3 clusters Score -505690.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -505690.531250 Penalty: 4168.285156
	Iteration 40F: 3 clusters Score -505690.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -505693.468750 Penalty: 4168.285156
	Iteration 41Q: 3 clusters Score -505693.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -505696.812500 Penalty: 4168.285156
	Iteration 42Q: 3 clusters Score -505696.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -505700.531250 Penalty: 4168.285156
	Iteration 43Q: 3 clusters Score -505700.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -505703.375000 Penalty: 4168.285156
	Iteration 44Q: 3 clusters Score -505703.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -505703.312500 Penalty: 4168.285156
	Iteration 45Q: 3 clusters Score -505703.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -505705.875000 Penalty: 4168.285156
	Iteration 46Q: 3 clusters Score -505705.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -505707.593750 Penalty: 4168.285156
	Iteration 47Q: 3 clusters Score -505707.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -505708.000000 Penalty: 4168.285156
	Iteration 48Q: 3 clusters Score -505708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -505711.062500 Penalty: 4168.285156
	Iteration 49Q: 3 clusters Score -505711.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -505712.187500 Penalty: 4168.285156
	Iteration 50Q: 3 clusters Score -505712.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -505712.812500 Penalty: 4168.285156
	Iteration 51Q: 3 clusters Score -505712.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -505713.656250 Penalty: 4168.285156
	Iteration 52Q: 3 clusters Score -505713.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -505715.187500 Penalty: 4168.285156
	Iteration 53Q: 3 clusters Score -505715.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -505716.187500 Penalty: 4168.285156
	Iteration 54Q: 3 clusters Score -505716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -505717.000000 Penalty: 4168.285156
	Iteration 55Q: 3 clusters Score -505717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -505717.000000 Penalty: 4168.285156
	Iteration 56F: 3 clusters Score -505717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (86654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86654 members 
Entering Unmasked Estep 
Score: -10334080.000000 Penalty: 2819.680176
	Iteration 0F: 2 clusters Score -1.033408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -10276158.000000 Penalty: 5639.360352
	Iteration 0F: 3 clusters Score -1.027616e+07 nChanged 40676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -10299209.000000 Penalty: 5639.360352
	Iteration 1F: 3 clusters Score -1.029921e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -10299930.000000 Penalty: 5639.360352
	Iteration 2Q: 3 clusters Score -1.029993e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -10300860.000000 Penalty: 5639.360352
	Iteration 3Q: 3 clusters Score -1.030086e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -10302317.000000 Penalty: 5639.360352
	Iteration 4Q: 3 clusters Score -1.030232e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -10305124.000000 Penalty: 5639.360352
	Iteration 5F: 3 clusters Score -1.030512e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -10309810.000000 Penalty: 5639.360352
	Iteration 6F: 3 clusters Score -1.030981e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -10316270.000000 Penalty: 5639.360352
	Iteration 7F: 3 clusters Score -1.031627e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 77239 members 
Entering Unmasked Estep 
Score: -10322778.000000 Penalty: 5639.360352
	Iteration 8F: 3 clusters Score -1.032278e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 82072 members 
Entering Unmasked Estep 
Score: -10327573.000000 Penalty: 5639.360352
	Iteration 9F: 3 clusters Score -1.032757e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 84577 members 
Entering Unmasked Estep 
Score: -10330045.000000 Penalty: 5639.360352
	Iteration 10Q: 3 clusters Score -1.033004e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 85628 members 
Entering Unmasked Estep 
Score: -10331160.000000 Penalty: 5639.360352
	Iteration 11Q: 3 clusters Score -1.033116e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 85946 members 
Entering Unmasked Estep 
Score: -10331488.000000 Penalty: 5639.360352
	Iteration 12Q: 3 clusters Score -1.033149e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -10331628.000000 Penalty: 5639.360352
	Iteration 13Q: 3 clusters Score -1.033163e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 86102 members 
Entering Unmasked Estep 
Score: -10331703.000000 Penalty: 5639.360352
	Iteration 14Q: 3 clusters Score -1.03317e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 86130 members 
Entering Unmasked Estep 
Score: -10331760.000000 Penalty: 5639.360352
	Iteration 15Q: 3 clusters Score -1.033176e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 86152 members 
Entering Unmasked Estep 
Score: -10331794.000000 Penalty: 5639.360352
	Iteration 16Q: 3 clusters Score -1.033179e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 86161 members 
Entering Unmasked Estep 
Score: -10331819.000000 Penalty: 5639.360352
	Iteration 17Q: 3 clusters Score -1.033182e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 86167 members 
Entering Unmasked Estep 
Score: -10331844.000000 Penalty: 5639.360352
	Iteration 18Q: 3 clusters Score -1.033184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 86173 members 
Entering Unmasked Estep 
Score: -10331852.000000 Penalty: 5639.360352
	Iteration 19Q: 3 clusters Score -1.033185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 86174 members 
Entering Unmasked Estep 
Score: -10331851.000000 Penalty: 5639.360352
	Iteration 20F: 3 clusters Score -1.033185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 86176 members 
Entering Unmasked Estep 
Score: -10331863.000000 Penalty: 5639.360352
	Iteration 21Q: 3 clusters Score -1.033186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 86176 members 
Entering Unmasked Estep 
Score: -10331863.000000 Penalty: 5639.360352
	Iteration 22F: 3 clusters Score -1.033186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -56330.328125 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -56330.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54761.390625 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -54761.39 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54950.492188 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -54950.49 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55046.421875 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -55046.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -55120.269531 Penalty: 3150.039307
	Iteration 3Q: 3 clusters Score -55120.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -55191.894531 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -55191.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -55276.175781 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -55276.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -55360.394531 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -55360.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -55428.023438 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -55428.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -55525.847656 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -55525.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -55623.339844 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -55623.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55675.757812 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -55675.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55683.808594 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -55683.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55685.714844 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -55685.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55685.714844 Penalty: 3150.039307
	Iteration 13F: 3 clusters Score -55685.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Entering Unmasked Estep 
Score: -204325.218750 Penalty: 1870.600464
	Iteration 0F: 2 clusters Score -204325.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -201786.046875 Penalty: 3741.200928
	Iteration 0F: 3 clusters Score -201786 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -202216.687500 Penalty: 3741.200928
	Iteration 1F: 3 clusters Score -202216.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -202342.484375 Penalty: 3741.200928
	Iteration 2F: 3 clusters Score -202342.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -202412.640625 Penalty: 3741.200928
	Iteration 3Q: 3 clusters Score -202412.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -202463.468750 Penalty: 3741.200928
	Iteration 4Q: 3 clusters Score -202463.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -202499.453125 Penalty: 3741.200928
	Iteration 5Q: 3 clusters Score -202499.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -202529.312500 Penalty: 3741.200928
	Iteration 6Q: 3 clusters Score -202529.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -202556.500000 Penalty: 3741.200928
	Iteration 7Q: 3 clusters Score -202556.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -202582.296875 Penalty: 3741.200928
	Iteration 8Q: 3 clusters Score -202582.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -202611.687500 Penalty: 3741.200928
	Iteration 9Q: 3 clusters Score -202611.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -202635.750000 Penalty: 3741.200928
	Iteration 10Q: 3 clusters Score -202635.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -202670.015625 Penalty: 3741.200928
	Iteration 11Q: 3 clusters Score -202670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -202694.703125 Penalty: 3741.200928
	Iteration 12Q: 3 clusters Score -202694.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -202719.781250 Penalty: 3741.200928
	Iteration 13Q: 3 clusters Score -202719.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -202738.609375 Penalty: 3741.200928
	Iteration 14Q: 3 clusters Score -202738.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -202755.875000 Penalty: 3741.200928
	Iteration 15Q: 3 clusters Score -202755.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -202770.171875 Penalty: 3741.200928
	Iteration 16Q: 3 clusters Score -202770.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -202787.218750 Penalty: 3741.200928
	Iteration 17Q: 3 clusters Score -202787.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -202798.609375 Penalty: 3741.200928
	Iteration 18Q: 3 clusters Score -202798.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -202805.390625 Penalty: 3741.200928
	Iteration 19Q: 3 clusters Score -202805.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -202822.562500 Penalty: 3741.200928
	Iteration 20F: 3 clusters Score -202822.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -202837.234375 Penalty: 3741.200928
	Iteration 21Q: 3 clusters Score -202837.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -202850.796875 Penalty: 3741.200928
	Iteration 22Q: 3 clusters Score -202850.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -202862.421875 Penalty: 3741.200928
	Iteration 23Q: 3 clusters Score -202862.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -202871.953125 Penalty: 3741.200928
	Iteration 24Q: 3 clusters Score -202872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -202876.562500 Penalty: 3741.200928
	Iteration 25Q: 3 clusters Score -202876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -202878.734375 Penalty: 3741.200928
	Iteration 26Q: 3 clusters Score -202878.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -202880.687500 Penalty: 3741.200928
	Iteration 27Q: 3 clusters Score -202880.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -202883.390625 Penalty: 3741.200928
	Iteration 28Q: 3 clusters Score -202883.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -202887.296875 Penalty: 3741.200928
	Iteration 29Q: 3 clusters Score -202887.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -202893.796875 Penalty: 3741.200928
	Iteration 30Q: 3 clusters Score -202893.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -202899.687500 Penalty: 3741.200928
	Iteration 31Q: 3 clusters Score -202899.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -202902.718750 Penalty: 3741.200928
	Iteration 32Q: 3 clusters Score -202902.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -202910.546875 Penalty: 3741.200928
	Iteration 33Q: 3 clusters Score -202910.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -202914.937500 Penalty: 3741.200928
	Iteration 34Q: 3 clusters Score -202914.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -202917.703125 Penalty: 3741.200928
	Iteration 35Q: 3 clusters Score -202917.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -202924.671875 Penalty: 3741.200928
	Iteration 36Q: 3 clusters Score -202924.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -202934.406250 Penalty: 3741.200928
	Iteration 37Q: 3 clusters Score -202934.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -202941.265625 Penalty: 3741.200928
	Iteration 38Q: 3 clusters Score -202941.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -202948.656250 Penalty: 3741.200928
	Iteration 39Q: 3 clusters Score -202948.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -202952.484375 Penalty: 3741.200928
	Iteration 40F: 3 clusters Score -202952.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -202957.968750 Penalty: 3741.200928
	Iteration 41Q: 3 clusters Score -202958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -202963.671875 Penalty: 3741.200928
	Iteration 42Q: 3 clusters Score -202963.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -202971.687500 Penalty: 3741.200928
	Iteration 43Q: 3 clusters Score -202971.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -202979.234375 Penalty: 3741.200928
	Iteration 44Q: 3 clusters Score -202979.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -202986.218750 Penalty: 3741.200928
	Iteration 45Q: 3 clusters Score -202986.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -202992.515625 Penalty: 3741.200928
	Iteration 46Q: 3 clusters Score -202992.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -202995.796875 Penalty: 3741.200928
	Iteration 47Q: 3 clusters Score -202995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -202999.703125 Penalty: 3741.200928
	Iteration 48Q: 3 clusters Score -202999.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -203003.000000 Penalty: 3741.200928
	Iteration 49Q: 3 clusters Score -203003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -203005.515625 Penalty: 3741.200928
	Iteration 50Q: 3 clusters Score -203005.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -203009.500000 Penalty: 3741.200928
	Iteration 51Q: 3 clusters Score -203009.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -203012.718750 Penalty: 3741.200928
	Iteration 52Q: 3 clusters Score -203012.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -203015.984375 Penalty: 3741.200928
	Iteration 53Q: 3 clusters Score -203016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -203018.234375 Penalty: 3741.200928
	Iteration 54Q: 3 clusters Score -203018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -203020.765625 Penalty: 3741.200928
	Iteration 55Q: 3 clusters Score -203020.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -203022.859375 Penalty: 3741.200928
	Iteration 56Q: 3 clusters Score -203022.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -203026.062500 Penalty: 3741.200928
	Iteration 57Q: 3 clusters Score -203026.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -203030.500000 Penalty: 3741.200928
	Iteration 58Q: 3 clusters Score -203030.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -203032.656250 Penalty: 3741.200928
	Iteration 59Q: 3 clusters Score -203032.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -203033.453125 Penalty: 3741.200928
	Iteration 60F: 3 clusters Score -203033.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Entering Unmasked Estep 
Score: -3132912.750000 Penalty: 2516.159912
	Iteration 0F: 2 clusters Score -3132913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -3115306.250000 Penalty: 5032.319824
	Iteration 0F: 3 clusters Score -3115306 nChanged 11342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3121365.500000 Penalty: 5032.319824
	Iteration 1F: 3 clusters Score -3121366 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -3121739.500000 Penalty: 5032.319824
	Iteration 2Q: 3 clusters Score -3121740 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -3122017.000000 Penalty: 5032.319824
	Iteration 3Q: 3 clusters Score -3122017 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3122265.500000 Penalty: 5032.319824
	Iteration 4Q: 3 clusters Score -3122266 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3122562.250000 Penalty: 5032.319824
	Iteration 5Q: 3 clusters Score -3122562 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -3122940.750000 Penalty: 5032.319824
	Iteration 6Q: 3 clusters Score -3122941 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3123447.500000 Penalty: 5032.319824
	Iteration 7Q: 3 clusters Score -3123448 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3124253.250000 Penalty: 5032.319824
	Iteration 8F: 3 clusters Score -3124253 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3125484.250000 Penalty: 5032.319824
	Iteration 9F: 3 clusters Score -3125484 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3127017.500000 Penalty: 5032.319824
	Iteration 10F: 3 clusters Score -3127018 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3128550.250000 Penalty: 5032.319824
	Iteration 11F: 3 clusters Score -3128550 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3129698.750000 Penalty: 5032.319824
	Iteration 12Q: 3 clusters Score -3129699 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3130219.000000 Penalty: 5032.319824
	Iteration 13Q: 3 clusters Score -3130219 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3130458.750000 Penalty: 5032.319824
	Iteration 14Q: 3 clusters Score -3130459 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3130573.000000 Penalty: 5032.319824
	Iteration 15Q: 3 clusters Score -3130573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3130627.750000 Penalty: 5032.319824
	Iteration 16Q: 3 clusters Score -3130628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3130642.000000 Penalty: 5032.319824
	Iteration 17Q: 3 clusters Score -3130642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3130659.000000 Penalty: 5032.319824
	Iteration 18Q: 3 clusters Score -3130659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3130664.000000 Penalty: 5032.319824
	Iteration 19Q: 3 clusters Score -3130664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3130675.750000 Penalty: 5032.319824
	Iteration 20F: 3 clusters Score -3130676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3130684.250000 Penalty: 5032.319824
	Iteration 21Q: 3 clusters Score -3130684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3130686.000000 Penalty: 5032.319824
	Iteration 22Q: 3 clusters Score -3130686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3130686.000000 Penalty: 5032.319824
	Iteration 23Q: 3 clusters Score -3130686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3130690.250000 Penalty: 5032.319824
	Iteration 24Q: 3 clusters Score -3130690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3130690.250000 Penalty: 5032.319824
	Iteration 25Q: 3 clusters Score -3130690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3130693.750000 Penalty: 5032.319824
	Iteration 26Q: 3 clusters Score -3130694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3130697.000000 Penalty: 5032.319824
	Iteration 27Q: 3 clusters Score -3130697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3130696.000000 Penalty: 5032.319824
	Iteration 28Q: 3 clusters Score -3130696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3130696.000000 Penalty: 5032.319824
	Iteration 29F: 3 clusters Score -3130696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (214267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214267 members 
Entering Unmasked Estep 
Score: -26108742.000000 Penalty: 3044.194824
	Iteration 0F: 2 clusters Score -2.610874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107192 members 
Mstep: Class 2 contains 107075 members 
Entering Unmasked Estep 
Score: -25972874.000000 Penalty: 6088.389648
	Iteration 0F: 3 clusters Score -2.597287e+07 nChanged 102711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106593 members 
Mstep: Class 2 contains 107674 members 
Entering Unmasked Estep 
Score: -26032800.000000 Penalty: 6088.389648
	Iteration 1F: 3 clusters Score -2.60328e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106447 members 
Mstep: Class 2 contains 107820 members 
Entering Unmasked Estep 
Score: -26033610.000000 Penalty: 6088.389648
	Iteration 2Q: 3 clusters Score -2.603361e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106234 members 
Mstep: Class 2 contains 108033 members 
Entering Unmasked Estep 
Score: -26034700.000000 Penalty: 6088.389648
	Iteration 3Q: 3 clusters Score -2.60347e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105866 members 
Mstep: Class 2 contains 108401 members 
Entering Unmasked Estep 
Score: -26035964.000000 Penalty: 6088.389648
	Iteration 4Q: 3 clusters Score -2.603596e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105489 members 
Mstep: Class 2 contains 108778 members 
Entering Unmasked Estep 
Score: -26037784.000000 Penalty: 6088.389648
	Iteration 5Q: 3 clusters Score -2.603778e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104910 members 
Mstep: Class 2 contains 109357 members 
Entering Unmasked Estep 
Score: -26040744.000000 Penalty: 6088.389648
	Iteration 6Q: 3 clusters Score -2.604074e+07 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104134 members 
Mstep: Class 2 contains 110133 members 
Entering Unmasked Estep 
Score: -26045446.000000 Penalty: 6088.389648
	Iteration 7Q: 3 clusters Score -2.604545e+07 nChanged 11876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103236 members 
Mstep: Class 2 contains 111031 members 
Entering Unmasked Estep 
Score: -26053468.000000 Penalty: 6088.389648
	Iteration 8F: 3 clusters Score -2.605347e+07 nChanged 14281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102423 members 
Mstep: Class 2 contains 111844 members 
Entering Unmasked Estep 
Score: -26065170.000000 Penalty: 6088.389648
	Iteration 9F: 3 clusters Score -2.606517e+07 nChanged 13754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101609 members 
Mstep: Class 2 contains 112658 members 
Entering Unmasked Estep 
Score: -26074228.000000 Penalty: 6088.389648
	Iteration 10F: 3 clusters Score -2.607423e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100913 members 
Mstep: Class 2 contains 113354 members 
Entering Unmasked Estep 
Score: -26077652.000000 Penalty: 6088.389648
	Iteration 11Q: 3 clusters Score -2.607765e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100208 members 
Mstep: Class 2 contains 114059 members 
Entering Unmasked Estep 
Score: -26079270.000000 Penalty: 6088.389648
	Iteration 12Q: 3 clusters Score -2.607927e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99488 members 
Mstep: Class 2 contains 114779 members 
Entering Unmasked Estep 
Score: -26080196.000000 Penalty: 6088.389648
	Iteration 13Q: 3 clusters Score -2.60802e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98841 members 
Mstep: Class 2 contains 115426 members 
Entering Unmasked Estep 
Score: -26080986.000000 Penalty: 6088.389648
	Iteration 14Q: 3 clusters Score -2.608099e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98170 members 
Mstep: Class 2 contains 116097 members 
Entering Unmasked Estep 
Score: -26082088.000000 Penalty: 6088.389648
	Iteration 15Q: 3 clusters Score -2.608209e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97526 members 
Mstep: Class 2 contains 116741 members 
Entering Unmasked Estep 
Score: -26083114.000000 Penalty: 6088.389648
	Iteration 16Q: 3 clusters Score -2.608311e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96841 members 
Mstep: Class 2 contains 117426 members 
Entering Unmasked Estep 
Score: -26084240.000000 Penalty: 6088.389648
	Iteration 17Q: 3 clusters Score -2.608424e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96135 members 
Mstep: Class 2 contains 118132 members 
Entering Unmasked Estep 
Score: -26085388.000000 Penalty: 6088.389648
	Iteration 18Q: 3 clusters Score -2.608539e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95551 members 
Mstep: Class 2 contains 118716 members 
Entering Unmasked Estep 
Score: -26086330.000000 Penalty: 6088.389648
	Iteration 19Q: 3 clusters Score -2.608633e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95054 members 
Mstep: Class 2 contains 119213 members 
Entering Unmasked Estep 
Score: -26087244.000000 Penalty: 6088.389648
	Iteration 20F: 3 clusters Score -2.608724e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94723 members 
Mstep: Class 2 contains 119544 members 
Entering Unmasked Estep 
Score: -26088244.000000 Penalty: 6088.389648
	Iteration 21Q: 3 clusters Score -2.608824e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94468 members 
Mstep: Class 2 contains 119799 members 
Entering Unmasked Estep 
Score: -26088902.000000 Penalty: 6088.389648
	Iteration 22Q: 3 clusters Score -2.60889e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94267 members 
Mstep: Class 2 contains 120000 members 
Entering Unmasked Estep 
Score: -26089802.000000 Penalty: 6088.389648
	Iteration 23Q: 3 clusters Score -2.60898e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94086 members 
Mstep: Class 2 contains 120181 members 
Entering Unmasked Estep 
Score: -26090596.000000 Penalty: 6088.389648
	Iteration 24Q: 3 clusters Score -2.60906e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93987 members 
Mstep: Class 2 contains 120280 members 
Entering Unmasked Estep 
Score: -26091278.000000 Penalty: 6088.389648
	Iteration 25Q: 3 clusters Score -2.609128e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94037 members 
Mstep: Class 2 contains 120230 members 
Entering Unmasked Estep 
Score: -26091984.000000 Penalty: 6088.389648
	Iteration 26Q: 3 clusters Score -2.609198e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94221 members 
Mstep: Class 2 contains 120046 members 
Entering Unmasked Estep 
Score: -26092540.000000 Penalty: 6088.389648
	Iteration 27Q: 3 clusters Score -2.609254e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94435 members 
Mstep: Class 2 contains 119832 members 
Entering Unmasked Estep 
Score: -26093144.000000 Penalty: 6088.389648
	Iteration 28Q: 3 clusters Score -2.609314e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94758 members 
Mstep: Class 2 contains 119509 members 
Entering Unmasked Estep 
Score: -26093578.000000 Penalty: 6088.389648
	Iteration 29Q: 3 clusters Score -2.609358e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95167 members 
Mstep: Class 2 contains 119100 members 
Entering Unmasked Estep 
Score: -26093924.000000 Penalty: 6088.389648
	Iteration 30Q: 3 clusters Score -2.609392e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95652 members 
Mstep: Class 2 contains 118615 members 
Entering Unmasked Estep 
Score: -26094268.000000 Penalty: 6088.389648
	Iteration 31Q: 3 clusters Score -2.609427e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96217 members 
Mstep: Class 2 contains 118050 members 
Entering Unmasked Estep 
Score: -26094530.000000 Penalty: 6088.389648
	Iteration 32Q: 3 clusters Score -2.609453e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96773 members 
Mstep: Class 2 contains 117494 members 
Entering Unmasked Estep 
Score: -26094882.000000 Penalty: 6088.389648
	Iteration 33Q: 3 clusters Score -2.609488e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97362 members 
Mstep: Class 2 contains 116905 members 
Entering Unmasked Estep 
Score: -26094986.000000 Penalty: 6088.389648
	Iteration 34Q: 3 clusters Score -2.609499e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97988 members 
Mstep: Class 2 contains 116279 members 
Entering Unmasked Estep 
Score: -26095134.000000 Penalty: 6088.389648
	Iteration 35Q: 3 clusters Score -2.609513e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98759 members 
Mstep: Class 2 contains 115508 members 
Entering Unmasked Estep 
Score: -26095328.000000 Penalty: 6088.389648
	Iteration 36Q: 3 clusters Score -2.609533e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99541 members 
Mstep: Class 2 contains 114726 members 
Entering Unmasked Estep 
Score: -26095380.000000 Penalty: 6088.389648
	Iteration 37Q: 3 clusters Score -2.609538e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100371 members 
Mstep: Class 2 contains 113896 members 
Entering Unmasked Estep 
Score: -26095616.000000 Penalty: 6088.389648
	Iteration 38Q: 3 clusters Score -2.609562e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101211 members 
Mstep: Class 2 contains 113056 members 
Entering Unmasked Estep 
Score: -26095806.000000 Penalty: 6088.389648
	Iteration 39Q: 3 clusters Score -2.609581e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102136 members 
Mstep: Class 2 contains 112131 members 
Entering Unmasked Estep 
Score: -26095930.000000 Penalty: 6088.389648
	Iteration 40F: 3 clusters Score -2.609593e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103063 members 
Mstep: Class 2 contains 111204 members 
Entering Unmasked Estep 
Score: -26096112.000000 Penalty: 6088.389648
	Iteration 41Q: 3 clusters Score -2.609611e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104024 members 
Mstep: Class 2 contains 110243 members 
Entering Unmasked Estep 
Score: -26096218.000000 Penalty: 6088.389648
	Iteration 42Q: 3 clusters Score -2.609622e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104966 members 
Mstep: Class 2 contains 109301 members 
Entering Unmasked Estep 
Score: -26096280.000000 Penalty: 6088.389648
	Iteration 43Q: 3 clusters Score -2.609628e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105960 members 
Mstep: Class 2 contains 108307 members 
Entering Unmasked Estep 
Score: -26096324.000000 Penalty: 6088.389648
	Iteration 44Q: 3 clusters Score -2.609632e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106963 members 
Mstep: Class 2 contains 107304 members 
Entering Unmasked Estep 
Score: -26096562.000000 Penalty: 6088.389648
	Iteration 45Q: 3 clusters Score -2.609656e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108003 members 
Mstep: Class 2 contains 106264 members 
Entering Unmasked Estep 
Score: -26096564.000000 Penalty: 6088.389648
	Iteration 46Q: 3 clusters Score -2.609656e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109061 members 
Mstep: Class 2 contains 105206 members 
Entering Unmasked Estep 
Score: -26096758.000000 Penalty: 6088.389648
	Iteration 47Q: 3 clusters Score -2.609676e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110078 members 
Mstep: Class 2 contains 104189 members 
Entering Unmasked Estep 
Score: -26096894.000000 Penalty: 6088.389648
	Iteration 48Q: 3 clusters Score -2.609689e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111051 members 
Mstep: Class 2 contains 103216 members 
Entering Unmasked Estep 
Score: -26096908.000000 Penalty: 6088.389648
	Iteration 49Q: 3 clusters Score -2.609691e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112065 members 
Mstep: Class 2 contains 102202 members 
Entering Unmasked Estep 
Score: -26097052.000000 Penalty: 6088.389648
	Iteration 50Q: 3 clusters Score -2.609705e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113154 members 
Mstep: Class 2 contains 101113 members 
Entering Unmasked Estep 
Score: -26097080.000000 Penalty: 6088.389648
	Iteration 51Q: 3 clusters Score -2.609708e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114228 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
Score: -26097184.000000 Penalty: 6088.389648
	Iteration 52Q: 3 clusters Score -2.609718e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115348 members 
Mstep: Class 2 contains 98919 members 
Entering Unmasked Estep 
Score: -26097336.000000 Penalty: 6088.389648
	Iteration 53Q: 3 clusters Score -2.609734e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116445 members 
Mstep: Class 2 contains 97822 members 
Entering Unmasked Estep 
Score: -26097554.000000 Penalty: 6088.389648
	Iteration 54Q: 3 clusters Score -2.609755e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117575 members 
Mstep: Class 2 contains 96692 members 
Entering Unmasked Estep 
Score: -26097744.000000 Penalty: 6088.389648
	Iteration 55Q: 3 clusters Score -2.609774e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118688 members 
Mstep: Class 2 contains 95579 members 
Entering Unmasked Estep 
Score: -26097722.000000 Penalty: 6088.389648
	Iteration 56Q: 3 clusters Score -2.609772e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119854 members 
Mstep: Class 2 contains 94413 members 
Entering Unmasked Estep 
Score: -26097832.000000 Penalty: 6088.389648
	Iteration 57Q: 3 clusters Score -2.609783e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121008 members 
Mstep: Class 2 contains 93259 members 
Entering Unmasked Estep 
Score: -26097976.000000 Penalty: 6088.389648
	Iteration 58Q: 3 clusters Score -2.609798e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122109 members 
Mstep: Class 2 contains 92158 members 
Entering Unmasked Estep 
Score: -26098138.000000 Penalty: 6088.389648
	Iteration 59Q: 3 clusters Score -2.609814e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123152 members 
Mstep: Class 2 contains 91115 members 
Entering Unmasked Estep 
Score: -26098180.000000 Penalty: 6088.389648
	Iteration 60F: 3 clusters Score -2.609818e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124188 members 
Mstep: Class 2 contains 90079 members 
Entering Unmasked Estep 
Score: -26098372.000000 Penalty: 6088.389648
	Iteration 61Q: 3 clusters Score -2.609837e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125222 members 
Mstep: Class 2 contains 89045 members 
Entering Unmasked Estep 
Score: -26098444.000000 Penalty: 6088.389648
	Iteration 62Q: 3 clusters Score -2.609844e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126261 members 
Mstep: Class 2 contains 88006 members 
Entering Unmasked Estep 
Score: -26098482.000000 Penalty: 6088.389648
	Iteration 63Q: 3 clusters Score -2.609848e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127305 members 
Mstep: Class 2 contains 86962 members 
Entering Unmasked Estep 
Score: -26098480.000000 Penalty: 6088.389648
	Iteration 64Q: 3 clusters Score -2.609848e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128375 members 
Mstep: Class 2 contains 85892 members 
Entering Unmasked Estep 
Score: -26098652.000000 Penalty: 6088.389648
	Iteration 65Q: 3 clusters Score -2.609865e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129394 members 
Mstep: Class 2 contains 84873 members 
Entering Unmasked Estep 
Score: -26098770.000000 Penalty: 6088.389648
	Iteration 66Q: 3 clusters Score -2.609877e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130410 members 
Mstep: Class 2 contains 83857 members 
Entering Unmasked Estep 
Score: -26098852.000000 Penalty: 6088.389648
	Iteration 67Q: 3 clusters Score -2.609885e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131354 members 
Mstep: Class 2 contains 82913 members 
Entering Unmasked Estep 
Score: -26098938.000000 Penalty: 6088.389648
	Iteration 68Q: 3 clusters Score -2.609894e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132316 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -26099016.000000 Penalty: 6088.389648
	Iteration 69Q: 3 clusters Score -2.609902e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133253 members 
Mstep: Class 2 contains 81014 members 
Entering Unmasked Estep 
Score: -26099144.000000 Penalty: 6088.389648
	Iteration 70Q: 3 clusters Score -2.609914e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134216 members 
Mstep: Class 2 contains 80051 members 
Entering Unmasked Estep 
Score: -26099230.000000 Penalty: 6088.389648
	Iteration 71Q: 3 clusters Score -2.609923e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135153 members 
Mstep: Class 2 contains 79114 members 
Entering Unmasked Estep 
Score: -26099352.000000 Penalty: 6088.389648
	Iteration 72Q: 3 clusters Score -2.609935e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136092 members 
Mstep: Class 2 contains 78175 members 
Entering Unmasked Estep 
Score: -26099358.000000 Penalty: 6088.389648
	Iteration 73Q: 3 clusters Score -2.609936e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137016 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -26099416.000000 Penalty: 6088.389648
	Iteration 74Q: 3 clusters Score -2.609942e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137921 members 
Mstep: Class 2 contains 76346 members 
Entering Unmasked Estep 
Score: -26099508.000000 Penalty: 6088.389648
	Iteration 75Q: 3 clusters Score -2.609951e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138792 members 
Mstep: Class 2 contains 75475 members 
Entering Unmasked Estep 
Score: -26099602.000000 Penalty: 6088.389648
	Iteration 76Q: 3 clusters Score -2.60996e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139655 members 
Mstep: Class 2 contains 74612 members 
Entering Unmasked Estep 
Score: -26099746.000000 Penalty: 6088.389648
	Iteration 77Q: 3 clusters Score -2.609975e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140493 members 
Mstep: Class 2 contains 73774 members 
Entering Unmasked Estep 
Score: -26099822.000000 Penalty: 6088.389648
	Iteration 78Q: 3 clusters Score -2.609982e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141297 members 
Mstep: Class 2 contains 72970 members 
Entering Unmasked Estep 
Score: -26099834.000000 Penalty: 6088.389648
	Iteration 79Q: 3 clusters Score -2.609983e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142086 members 
Mstep: Class 2 contains 72181 members 
Entering Unmasked Estep 
Score: -26099866.000000 Penalty: 6088.389648
	Iteration 80F: 3 clusters Score -2.609987e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142824 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -26099882.000000 Penalty: 6088.389648
	Iteration 81Q: 3 clusters Score -2.609988e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143566 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -26099952.000000 Penalty: 6088.389648
	Iteration 82Q: 3 clusters Score -2.609995e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144289 members 
Mstep: Class 2 contains 69978 members 
Entering Unmasked Estep 
Score: -26100086.000000 Penalty: 6088.389648
	Iteration 83Q: 3 clusters Score -2.610009e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145009 members 
Mstep: Class 2 contains 69258 members 
Entering Unmasked Estep 
Score: -26100076.000000 Penalty: 6088.389648
	Iteration 84Q: 3 clusters Score -2.610008e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145720 members 
Mstep: Class 2 contains 68547 members 
Entering Unmasked Estep 
Score: -26100154.000000 Penalty: 6088.389648
	Iteration 85Q: 3 clusters Score -2.610015e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146462 members 
Mstep: Class 2 contains 67805 members 
Entering Unmasked Estep 
Score: -26100234.000000 Penalty: 6088.389648
	Iteration 86Q: 3 clusters Score -2.610023e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147213 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -26100248.000000 Penalty: 6088.389648
	Iteration 87Q: 3 clusters Score -2.610025e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148002 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -26100266.000000 Penalty: 6088.389648
	Iteration 88Q: 3 clusters Score -2.610027e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148732 members 
Mstep: Class 2 contains 65535 members 
Entering Unmasked Estep 
Score: -26100284.000000 Penalty: 6088.389648
	Iteration 89Q: 3 clusters Score -2.610028e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149428 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -26100348.000000 Penalty: 6088.389648
	Iteration 90Q: 3 clusters Score -2.610035e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150117 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -26100358.000000 Penalty: 6088.389648
	Iteration 91Q: 3 clusters Score -2.610036e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150845 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -26100366.000000 Penalty: 6088.389648
	Iteration 92Q: 3 clusters Score -2.610037e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151584 members 
Mstep: Class 2 contains 62683 members 
Entering Unmasked Estep 
Score: -26100448.000000 Penalty: 6088.389648
	Iteration 93Q: 3 clusters Score -2.610045e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152314 members 
Mstep: Class 2 contains 61953 members 
Entering Unmasked Estep 
Score: -26100400.000000 Penalty: 6088.389648
	Iteration 94Q: 3 clusters Score -2.61004e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153048 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -26100472.000000 Penalty: 6088.389648
	Iteration 95Q: 3 clusters Score -2.610047e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153864 members 
Mstep: Class 2 contains 60403 members 
Entering Unmasked Estep 
Score: -26100558.000000 Penalty: 6088.389648
	Iteration 96Q: 3 clusters Score -2.610056e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154654 members 
Mstep: Class 2 contains 59613 members 
Entering Unmasked Estep 
Score: -26100602.000000 Penalty: 6088.389648
	Iteration 97Q: 3 clusters Score -2.61006e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155444 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -26100710.000000 Penalty: 6088.389648
	Iteration 98Q: 3 clusters Score -2.610071e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156250 members 
Mstep: Class 2 contains 58017 members 
Entering Unmasked Estep 
Score: -26100826.000000 Penalty: 6088.389648
	Iteration 99Q: 3 clusters Score -2.610083e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157031 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -26100898.000000 Penalty: 6088.389648
	Iteration 100F: 3 clusters Score -2.61009e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157796 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -26100926.000000 Penalty: 6088.389648
	Iteration 101Q: 3 clusters Score -2.610093e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158553 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -26100942.000000 Penalty: 6088.389648
	Iteration 102Q: 3 clusters Score -2.610094e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159292 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -26100882.000000 Penalty: 6088.389648
	Iteration 103Q: 3 clusters Score -2.610088e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160028 members 
Mstep: Class 2 contains 54239 members 
Entering Unmasked Estep 
Score: -26100878.000000 Penalty: 6088.389648
	Iteration 104Q: 3 clusters Score -2.610088e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160774 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -26100878.000000 Penalty: 6088.389648
	Iteration 105Q: 3 clusters Score -2.610088e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161497 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -26100910.000000 Penalty: 6088.389648
	Iteration 106Q: 3 clusters Score -2.610091e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162213 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -26100956.000000 Penalty: 6088.389648
	Iteration 107Q: 3 clusters Score -2.610096e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162926 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -26101028.000000 Penalty: 6088.389648
	Iteration 108Q: 3 clusters Score -2.610103e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163610 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -26100980.000000 Penalty: 6088.389648
	Iteration 109Q: 3 clusters Score -2.610098e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164332 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -26101006.000000 Penalty: 6088.389648
	Iteration 110Q: 3 clusters Score -2.610101e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165041 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -26100960.000000 Penalty: 6088.389648
	Iteration 111Q: 3 clusters Score -2.610096e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165732 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -26100948.000000 Penalty: 6088.389648
	Iteration 112Q: 3 clusters Score -2.610095e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166433 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -26100790.000000 Penalty: 6088.389648
	Iteration 113Q: 3 clusters Score -2.610079e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167142 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -26100808.000000 Penalty: 6088.389648
	Iteration 114Q: 3 clusters Score -2.610081e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167875 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -26100810.000000 Penalty: 6088.389648
	Iteration 115Q: 3 clusters Score -2.610081e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168603 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -26100798.000000 Penalty: 6088.389648
	Iteration 116Q: 3 clusters Score -2.61008e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169301 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -26100828.000000 Penalty: 6088.389648
	Iteration 117Q: 3 clusters Score -2.610083e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170007 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -26100838.000000 Penalty: 6088.389648
	Iteration 118Q: 3 clusters Score -2.610084e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170674 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -26100806.000000 Penalty: 6088.389648
	Iteration 119Q: 3 clusters Score -2.610081e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171381 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -26100776.000000 Penalty: 6088.389648
	Iteration 120F: 3 clusters Score -2.610078e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172077 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -26100724.000000 Penalty: 6088.389648
	Iteration 121Q: 3 clusters Score -2.610072e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172788 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -26100602.000000 Penalty: 6088.389648
	Iteration 122Q: 3 clusters Score -2.61006e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173484 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -26100630.000000 Penalty: 6088.389648
	Iteration 123Q: 3 clusters Score -2.610063e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174172 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -26100690.000000 Penalty: 6088.389648
	Iteration 124Q: 3 clusters Score -2.610069e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174901 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -26100808.000000 Penalty: 6088.389648
	Iteration 125Q: 3 clusters Score -2.610081e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175676 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -26100882.000000 Penalty: 6088.389648
	Iteration 126Q: 3 clusters Score -2.610088e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176488 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -26100946.000000 Penalty: 6088.389648
	Iteration 127Q: 3 clusters Score -2.610095e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177325 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -26100966.000000 Penalty: 6088.389648
	Iteration 128Q: 3 clusters Score -2.610097e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178136 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -26101084.000000 Penalty: 6088.389648
	Iteration 129Q: 3 clusters Score -2.610108e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178891 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -26101196.000000 Penalty: 6088.389648
	Iteration 130Q: 3 clusters Score -2.61012e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179655 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -26101320.000000 Penalty: 6088.389648
	Iteration 131Q: 3 clusters Score -2.610132e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180416 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -26101410.000000 Penalty: 6088.389648
	Iteration 132Q: 3 clusters Score -2.610141e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181194 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -26101506.000000 Penalty: 6088.389648
	Iteration 133Q: 3 clusters Score -2.610151e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181985 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -26101596.000000 Penalty: 6088.389648
	Iteration 134Q: 3 clusters Score -2.61016e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182824 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -26101662.000000 Penalty: 6088.389648
	Iteration 135Q: 3 clusters Score -2.610166e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183630 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -26101740.000000 Penalty: 6088.389648
	Iteration 136Q: 3 clusters Score -2.610174e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184467 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -26101866.000000 Penalty: 6088.389648
	Iteration 137Q: 3 clusters Score -2.610187e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185326 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -26101948.000000 Penalty: 6088.389648
	Iteration 138Q: 3 clusters Score -2.610195e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186205 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -26102032.000000 Penalty: 6088.389648
	Iteration 139Q: 3 clusters Score -2.610203e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187102 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -26102076.000000 Penalty: 6088.389648
	Iteration 140F: 3 clusters Score -2.610208e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187968 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -26102192.000000 Penalty: 6088.389648
	Iteration 141Q: 3 clusters Score -2.610219e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188822 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -26102244.000000 Penalty: 6088.389648
	Iteration 142Q: 3 clusters Score -2.610224e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189697 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -26102272.000000 Penalty: 6088.389648
	Iteration 143Q: 3 clusters Score -2.610227e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190598 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -26102406.000000 Penalty: 6088.389648
	Iteration 144Q: 3 clusters Score -2.610241e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191502 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -26102580.000000 Penalty: 6088.389648
	Iteration 145Q: 3 clusters Score -2.610258e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192442 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -26102680.000000 Penalty: 6088.389648
	Iteration 146Q: 3 clusters Score -2.610268e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193433 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -26102844.000000 Penalty: 6088.389648
	Iteration 147Q: 3 clusters Score -2.610284e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194409 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -26102930.000000 Penalty: 6088.389648
	Iteration 148Q: 3 clusters Score -2.610293e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195376 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -26103092.000000 Penalty: 6088.389648
	Iteration 149Q: 3 clusters Score -2.610309e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196324 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -26103282.000000 Penalty: 6088.389648
	Iteration 150Q: 3 clusters Score -2.610328e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197277 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -26103516.000000 Penalty: 6088.389648
	Iteration 151Q: 3 clusters Score -2.610352e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198202 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -26103646.000000 Penalty: 6088.389648
	Iteration 152Q: 3 clusters Score -2.610365e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199083 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -26103802.000000 Penalty: 6088.389648
	Iteration 153Q: 3 clusters Score -2.61038e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199953 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -26103984.000000 Penalty: 6088.389648
	Iteration 154Q: 3 clusters Score -2.610398e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200814 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -26104126.000000 Penalty: 6088.389648
	Iteration 155Q: 3 clusters Score -2.610413e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201671 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -26104308.000000 Penalty: 6088.389648
	Iteration 156Q: 3 clusters Score -2.610431e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202531 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -26104392.000000 Penalty: 6088.389648
	Iteration 157Q: 3 clusters Score -2.610439e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203319 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -26104606.000000 Penalty: 6088.389648
	Iteration 158Q: 3 clusters Score -2.610461e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204048 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -26104734.000000 Penalty: 6088.389648
	Iteration 159Q: 3 clusters Score -2.610473e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204724 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -26104882.000000 Penalty: 6088.389648
	Iteration 160F: 3 clusters Score -2.610488e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205351 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -26104892.000000 Penalty: 6088.389648
	Iteration 161Q: 3 clusters Score -2.610489e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205991 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -26105018.000000 Penalty: 6088.389648
	Iteration 162Q: 3 clusters Score -2.610502e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206617 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -26105236.000000 Penalty: 6088.389648
	Iteration 163Q: 3 clusters Score -2.610524e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207148 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -26105340.000000 Penalty: 6088.389648
	Iteration 164Q: 3 clusters Score -2.610534e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207624 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -26105470.000000 Penalty: 6088.389648
	Iteration 165Q: 3 clusters Score -2.610547e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208058 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -26105580.000000 Penalty: 6088.389648
	Iteration 166Q: 3 clusters Score -2.610558e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208464 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -26105682.000000 Penalty: 6088.389648
	Iteration 167Q: 3 clusters Score -2.610568e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208805 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -26105746.000000 Penalty: 6088.389648
	Iteration 168Q: 3 clusters Score -2.610575e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209117 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -26105766.000000 Penalty: 6088.389648
	Iteration 169Q: 3 clusters Score -2.610577e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209388 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -26105834.000000 Penalty: 6088.389648
	Iteration 170Q: 3 clusters Score -2.610583e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209603 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -26105868.000000 Penalty: 6088.389648
	Iteration 171Q: 3 clusters Score -2.610587e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209793 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -26105902.000000 Penalty: 6088.389648
	Iteration 172Q: 3 clusters Score -2.61059e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209966 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -26105886.000000 Penalty: 6088.389648
	Iteration 173Q: 3 clusters Score -2.610589e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210139 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -26105938.000000 Penalty: 6088.389648
	Iteration 174Q: 3 clusters Score -2.610594e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210313 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -26105998.000000 Penalty: 6088.389648
	Iteration 175Q: 3 clusters Score -2.6106e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210462 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -26106004.000000 Penalty: 6088.389648
	Iteration 176Q: 3 clusters Score -2.6106e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210578 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -26106028.000000 Penalty: 6088.389648
	Iteration 177Q: 3 clusters Score -2.610603e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210680 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -26106058.000000 Penalty: 6088.389648
	Iteration 178Q: 3 clusters Score -2.610606e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210786 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -26106094.000000 Penalty: 6088.389648
	Iteration 179Q: 3 clusters Score -2.610609e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210877 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -26106120.000000 Penalty: 6088.389648
	Iteration 180F: 3 clusters Score -2.610612e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210967 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -26106188.000000 Penalty: 6088.389648
	Iteration 181Q: 3 clusters Score -2.610619e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211054 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -26106188.000000 Penalty: 6088.389648
	Iteration 182Q: 3 clusters Score -2.610619e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211138 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -26106234.000000 Penalty: 6088.389648
	Iteration 183Q: 3 clusters Score -2.610623e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211205 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -26106244.000000 Penalty: 6088.389648
	Iteration 184Q: 3 clusters Score -2.610624e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211250 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -26106230.000000 Penalty: 6088.389648
	Iteration 185Q: 3 clusters Score -2.610623e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211300 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -26106222.000000 Penalty: 6088.389648
	Iteration 186Q: 3 clusters Score -2.610622e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211342 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -26106228.000000 Penalty: 6088.389648
	Iteration 187Q: 3 clusters Score -2.610623e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211393 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -26106276.000000 Penalty: 6088.389648
	Iteration 188Q: 3 clusters Score -2.610628e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211442 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -26106252.000000 Penalty: 6088.389648
	Iteration 189Q: 3 clusters Score -2.610625e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211493 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -26106238.000000 Penalty: 6088.389648
	Iteration 190Q: 3 clusters Score -2.610624e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211533 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -26106276.000000 Penalty: 6088.389648
	Iteration 191Q: 3 clusters Score -2.610628e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211570 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -26106288.000000 Penalty: 6088.389648
	Iteration 192Q: 3 clusters Score -2.610629e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211613 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -26106232.000000 Penalty: 6088.389648
	Iteration 193Q: 3 clusters Score -2.610623e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211648 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -26106206.000000 Penalty: 6088.389648
	Iteration 194Q: 3 clusters Score -2.610621e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211679 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -26106234.000000 Penalty: 6088.389648
	Iteration 195Q: 3 clusters Score -2.610623e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211701 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -26106240.000000 Penalty: 6088.389648
	Iteration 196Q: 3 clusters Score -2.610624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211717 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -26106232.000000 Penalty: 6088.389648
	Iteration 197Q: 3 clusters Score -2.610623e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211730 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -26106240.000000 Penalty: 6088.389648
	Iteration 198Q: 3 clusters Score -2.610624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211749 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -26106256.000000 Penalty: 6088.389648
	Iteration 199Q: 3 clusters Score -2.610626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211764 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -26106260.000000 Penalty: 6088.389648
	Iteration 200F: 3 clusters Score -2.610626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211775 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -26106236.000000 Penalty: 6088.389648
	Iteration 201Q: 3 clusters Score -2.610624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211794 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -26106272.000000 Penalty: 6088.389648
	Iteration 202Q: 3 clusters Score -2.610627e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211815 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -26106254.000000 Penalty: 6088.389648
	Iteration 203Q: 3 clusters Score -2.610625e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211828 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -26106272.000000 Penalty: 6088.389648
	Iteration 204Q: 3 clusters Score -2.610627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211845 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -26106246.000000 Penalty: 6088.389648
	Iteration 205Q: 3 clusters Score -2.610625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211853 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -26106264.000000 Penalty: 6088.389648
	Iteration 206Q: 3 clusters Score -2.610626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211863 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -26106266.000000 Penalty: 6088.389648
	Iteration 207Q: 3 clusters Score -2.610627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211872 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -26106270.000000 Penalty: 6088.389648
	Iteration 208Q: 3 clusters Score -2.610627e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211884 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -26106262.000000 Penalty: 6088.389648
	Iteration 209Q: 3 clusters Score -2.610626e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211904 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -26106276.000000 Penalty: 6088.389648
	Iteration 210Q: 3 clusters Score -2.610628e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211924 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -26106272.000000 Penalty: 6088.389648
	Iteration 211Q: 3 clusters Score -2.610627e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211946 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -26106272.000000 Penalty: 6088.389648
	Iteration 212Q: 3 clusters Score -2.610627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211960 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -26106276.000000 Penalty: 6088.389648
	Iteration 213Q: 3 clusters Score -2.610628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211971 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -26106278.000000 Penalty: 6088.389648
	Iteration 214Q: 3 clusters Score -2.610628e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211987 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -26106270.000000 Penalty: 6088.389648
	Iteration 215Q: 3 clusters Score -2.610627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212006 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -26106274.000000 Penalty: 6088.389648
	Iteration 216Q: 3 clusters Score -2.610627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212012 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -26106302.000000 Penalty: 6088.389648
	Iteration 217Q: 3 clusters Score -2.61063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212024 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -26106316.000000 Penalty: 6088.389648
	Iteration 218Q: 3 clusters Score -2.610632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212039 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -26106312.000000 Penalty: 6088.389648
	Iteration 219Q: 3 clusters Score -2.610631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212055 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -26106296.000000 Penalty: 6088.389648
	Iteration 220F: 3 clusters Score -2.61063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212064 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -26106300.000000 Penalty: 6088.389648
	Iteration 221Q: 3 clusters Score -2.61063e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212075 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -26106308.000000 Penalty: 6088.389648
	Iteration 222Q: 3 clusters Score -2.610631e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212085 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -26106296.000000 Penalty: 6088.389648
	Iteration 223Q: 3 clusters Score -2.61063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212090 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -26106298.000000 Penalty: 6088.389648
	Iteration 224Q: 3 clusters Score -2.61063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212095 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -26106292.000000 Penalty: 6088.389648
	Iteration 225Q: 3 clusters Score -2.610629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212102 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -26106306.000000 Penalty: 6088.389648
	Iteration 226Q: 3 clusters Score -2.610631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212105 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -26106298.000000 Penalty: 6088.389648
	Iteration 227Q: 3 clusters Score -2.61063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212107 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -26106296.000000 Penalty: 6088.389648
	Iteration 228Q: 3 clusters Score -2.61063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212109 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -26106302.000000 Penalty: 6088.389648
	Iteration 229Q: 3 clusters Score -2.61063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212109 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -26106302.000000 Penalty: 6088.389648
	Iteration 230F: 3 clusters Score -2.61063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Entering Unmasked Estep 
Score: -8081598.500000 Penalty: 2751.759033
	Iteration 0F: 2 clusters Score -8081598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -8037278.000000 Penalty: 5503.518066
	Iteration 0F: 3 clusters Score -8037278 nChanged 30680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -8054478.500000 Penalty: 5503.518066
	Iteration 1F: 3 clusters Score -8054478 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -8055048.500000 Penalty: 5503.518066
	Iteration 2Q: 3 clusters Score -8055048 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -8055834.500000 Penalty: 5503.518066
	Iteration 3Q: 3 clusters Score -8055834 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -8056881.500000 Penalty: 5503.518066
	Iteration 4Q: 3 clusters Score -8056882 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -8058590.000000 Penalty: 5503.518066
	Iteration 5Q: 3 clusters Score -8058590 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -8061350.500000 Penalty: 5503.518066
	Iteration 6F: 3 clusters Score -8061350 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -8065248.000000 Penalty: 5503.518066
	Iteration 7F: 3 clusters Score -8065248 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -8069809.500000 Penalty: 5503.518066
	Iteration 8F: 3 clusters Score -8069810 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
Score: -8073808.000000 Penalty: 5503.518066
	Iteration 9F: 3 clusters Score -8073808 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 62991 members 
Entering Unmasked Estep 
Score: -8076535.500000 Penalty: 5503.518066
	Iteration 10Q: 3 clusters Score -8076536 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 64555 members 
Entering Unmasked Estep 
Score: -8077979.000000 Penalty: 5503.518066
	Iteration 11Q: 3 clusters Score -8077979 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -8078586.000000 Penalty: 5503.518066
	Iteration 12Q: 3 clusters Score -8078586 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 65457 members 
Entering Unmasked Estep 
Score: -8078841.000000 Penalty: 5503.518066
	Iteration 13Q: 3 clusters Score -8078841 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 65547 members 
Entering Unmasked Estep 
Score: -8078971.500000 Penalty: 5503.518066
	Iteration 14Q: 3 clusters Score -8078972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 65583 members 
Entering Unmasked Estep 
Score: -8079031.500000 Penalty: 5503.518066
	Iteration 15Q: 3 clusters Score -8079032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -8079077.000000 Penalty: 5503.518066
	Iteration 16Q: 3 clusters Score -8079077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 65617 members 
Entering Unmasked Estep 
Score: -8079096.000000 Penalty: 5503.518066
	Iteration 17Q: 3 clusters Score -8079096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 65626 members 
Entering Unmasked Estep 
Score: -8079109.500000 Penalty: 5503.518066
	Iteration 18Q: 3 clusters Score -8079110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 65627 members 
Entering Unmasked Estep 
Score: -8079117.500000 Penalty: 5503.518066
	Iteration 19Q: 3 clusters Score -8079118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -8079119.500000 Penalty: 5503.518066
	Iteration 20F: 3 clusters Score -8079120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -8079134.500000 Penalty: 5503.518066
	Iteration 21Q: 3 clusters Score -8079134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 65641 members 
Entering Unmasked Estep 
Score: -8079146.500000 Penalty: 5503.518066
	Iteration 22Q: 3 clusters Score -8079146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -8079150.500000 Penalty: 5503.518066
	Iteration 23Q: 3 clusters Score -8079150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 65643 members 
Entering Unmasked Estep 
Score: -8079149.000000 Penalty: 5503.518066
	Iteration 24Q: 3 clusters Score -8079149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 65643 members 
Entering Unmasked Estep 
Score: -8079149.000000 Penalty: 5503.518066
	Iteration 25F: 3 clusters Score -8079149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -66609.695312 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -66609.7 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 329 members 
Entering Unmasked Estep 
Score: -65033.882812 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -65033.88 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -65353.117188 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -65353.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65463.253906 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -65463.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65527.582031 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -65527.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65550.859375 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -65550.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65566.007812 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -65566.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65579.039062 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -65579.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -65589.726562 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -65589.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -65600.171875 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -65600.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65610.710938 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -65610.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65619.843750 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -65619.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65627.070312 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -65627.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65628.968750 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -65628.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65628.968750 Penalty: 3224.639648
	Iteration 13F: 3 clusters Score -65628.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -24386.507812 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -24386.51 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: -23169.681641 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -23169.68 nChanged 43
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: -23303.742188 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -23303.74 nChanged 10
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: -23338.162109 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -23338.16 nChanged 5
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: -23356.283203 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -23356.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23373.724609 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -23373.72 nChanged 3
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: -23385.203125 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -23385.2 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: -23401.816406 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -23401.82 nChanged 1
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: -23405.996094 Penalty: 2835.645752
	Iteration 7Q: 3 clusters Score -23406 nChanged 1
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: -23409.353516 Penalty: 2835.645752
	Iteration 8Q: 3 clusters Score -23409.35 nChanged 0
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: -23409.353516 Penalty: 2835.645752
	Iteration 9F: 3 clusters Score -23409.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -75347.625000 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -75347.62 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 376 members 
Entering Unmasked Estep 
Score: -73606.593750 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -73606.59 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73901.367188 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -73901.37 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -74080.765625 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -74080.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74181.937500 Penalty: 3294.673340
	Iteration 3Q: 3 clusters Score -74181.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -74257.414062 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -74257.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -74331.226562 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -74331.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -74373.640625 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -74373.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -74427.039062 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -74427.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74442.421875 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -74442.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74455.257812 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -74455.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74463.617188 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -74463.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74479.328125 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -74479.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74493.312500 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -74493.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74505.250000 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -74505.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74511.109375 Penalty: 3294.673340
	Iteration 14Q: 3 clusters Score -74511.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74516.671875 Penalty: 3294.673340
	Iteration 15Q: 3 clusters Score -74516.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74520.976562 Penalty: 3294.673340
	Iteration 16Q: 3 clusters Score -74520.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74521.906250 Penalty: 3294.673340
	Iteration 17Q: 3 clusters Score -74521.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74528.625000 Penalty: 3294.673340
	Iteration 18Q: 3 clusters Score -74528.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74539.078125 Penalty: 3294.673340
	Iteration 19Q: 3 clusters Score -74539.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74544.460938 Penalty: 3294.673340
	Iteration 20F: 3 clusters Score -74544.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74548.539062 Penalty: 3294.673340
	Iteration 21Q: 3 clusters Score -74548.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74548.539062 Penalty: 3294.673340
	Iteration 22F: 3 clusters Score -74548.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Entering Unmasked Estep 
Score: -1106395.250000 Penalty: 2258.667969
	Iteration 0F: 2 clusters Score -1106395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1099435.500000 Penalty: 4517.335938
	Iteration 0F: 3 clusters Score -1099436 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1101305.500000 Penalty: 4517.335938
	Iteration 1F: 3 clusters Score -1101306 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1101527.875000 Penalty: 4517.335938
	Iteration 2F: 3 clusters Score -1101528 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1101668.250000 Penalty: 4517.335938
	Iteration 3Q: 3 clusters Score -1101668 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1101761.625000 Penalty: 4517.335938
	Iteration 4Q: 3 clusters Score -1101762 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1101834.750000 Penalty: 4517.335938
	Iteration 5Q: 3 clusters Score -1101835 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1101906.750000 Penalty: 4517.335938
	Iteration 6Q: 3 clusters Score -1101907 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1101960.375000 Penalty: 4517.335938
	Iteration 7Q: 3 clusters Score -1101960 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1102005.625000 Penalty: 4517.335938
	Iteration 8Q: 3 clusters Score -1102006 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1102044.500000 Penalty: 4517.335938
	Iteration 9Q: 3 clusters Score -1102044 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1102089.375000 Penalty: 4517.335938
	Iteration 10Q: 3 clusters Score -1102089 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1102131.000000 Penalty: 4517.335938
	Iteration 11Q: 3 clusters Score -1102131 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1102183.250000 Penalty: 4517.335938
	Iteration 12Q: 3 clusters Score -1102183 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1102252.125000 Penalty: 4517.335938
	Iteration 13Q: 3 clusters Score -1102252 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1102351.625000 Penalty: 4517.335938
	Iteration 14Q: 3 clusters Score -1102352 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1102494.625000 Penalty: 4517.335938
	Iteration 15Q: 3 clusters Score -1102495 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1102639.000000 Penalty: 4517.335938
	Iteration 16Q: 3 clusters Score -1102639 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1102784.625000 Penalty: 4517.335938
	Iteration 17Q: 3 clusters Score -1102785 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1102945.750000 Penalty: 4517.335938
	Iteration 18Q: 3 clusters Score -1102946 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1103119.750000 Penalty: 4517.335938
	Iteration 19Q: 3 clusters Score -1103120 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1103306.875000 Penalty: 4517.335938
	Iteration 20F: 3 clusters Score -1103307 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1103460.250000 Penalty: 4517.335938
	Iteration 21Q: 3 clusters Score -1103460 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1103583.625000 Penalty: 4517.335938
	Iteration 22Q: 3 clusters Score -1103584 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1103675.000000 Penalty: 4517.335938
	Iteration 23Q: 3 clusters Score -1103675 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1103771.625000 Penalty: 4517.335938
	Iteration 24Q: 3 clusters Score -1103772 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1103866.250000 Penalty: 4517.335938
	Iteration 25Q: 3 clusters Score -1103866 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1103946.125000 Penalty: 4517.335938
	Iteration 26Q: 3 clusters Score -1103946 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1104011.875000 Penalty: 4517.335938
	Iteration 27Q: 3 clusters Score -1104012 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1104069.250000 Penalty: 4517.335938
	Iteration 28Q: 3 clusters Score -1104069 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1104112.500000 Penalty: 4517.335938
	Iteration 29Q: 3 clusters Score -1104112 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1104152.000000 Penalty: 4517.335938
	Iteration 30Q: 3 clusters Score -1104152 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1104184.750000 Penalty: 4517.335938
	Iteration 31Q: 3 clusters Score -1104185 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1104216.250000 Penalty: 4517.335938
	Iteration 32Q: 3 clusters Score -1104216 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1104244.000000 Penalty: 4517.335938
	Iteration 33Q: 3 clusters Score -1104244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1104263.750000 Penalty: 4517.335938
	Iteration 34Q: 3 clusters Score -1104264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1104280.250000 Penalty: 4517.335938
	Iteration 35Q: 3 clusters Score -1104280 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1104294.500000 Penalty: 4517.335938
	Iteration 36Q: 3 clusters Score -1104294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1104307.625000 Penalty: 4517.335938
	Iteration 37Q: 3 clusters Score -1104308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1104327.750000 Penalty: 4517.335938
	Iteration 38Q: 3 clusters Score -1104328 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1104345.875000 Penalty: 4517.335938
	Iteration 39Q: 3 clusters Score -1104346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1104366.125000 Penalty: 4517.335938
	Iteration 40F: 3 clusters Score -1104366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1104378.375000 Penalty: 4517.335938
	Iteration 41Q: 3 clusters Score -1104378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1104392.875000 Penalty: 4517.335938
	Iteration 42Q: 3 clusters Score -1104393 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1104409.375000 Penalty: 4517.335938
	Iteration 43Q: 3 clusters Score -1104409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1104421.750000 Penalty: 4517.335938
	Iteration 44Q: 3 clusters Score -1104422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1104434.500000 Penalty: 4517.335938
	Iteration 45Q: 3 clusters Score -1104434 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1104448.750000 Penalty: 4517.335938
	Iteration 46Q: 3 clusters Score -1104449 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1104461.250000 Penalty: 4517.335938
	Iteration 47Q: 3 clusters Score -1104461 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1104472.875000 Penalty: 4517.335938
	Iteration 48Q: 3 clusters Score -1104473 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1104484.500000 Penalty: 4517.335938
	Iteration 49Q: 3 clusters Score -1104484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1104498.000000 Penalty: 4517.335938
	Iteration 50Q: 3 clusters Score -1104498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1104508.000000 Penalty: 4517.335938
	Iteration 51Q: 3 clusters Score -1104508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1104517.375000 Penalty: 4517.335938
	Iteration 52Q: 3 clusters Score -1104517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1104525.875000 Penalty: 4517.335938
	Iteration 53Q: 3 clusters Score -1104526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1104531.625000 Penalty: 4517.335938
	Iteration 54Q: 3 clusters Score -1104532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1104534.125000 Penalty: 4517.335938
	Iteration 55Q: 3 clusters Score -1104534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1104545.750000 Penalty: 4517.335938
	Iteration 56Q: 3 clusters Score -1104546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1104545.125000 Penalty: 4517.335938
	Iteration 57Q: 3 clusters Score -1104545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1104549.250000 Penalty: 4517.335938
	Iteration 58Q: 3 clusters Score -1104549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1104553.000000 Penalty: 4517.335938
	Iteration 59Q: 3 clusters Score -1104553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1104555.625000 Penalty: 4517.335938
	Iteration 60F: 3 clusters Score -1104556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1104560.500000 Penalty: 4517.335938
	Iteration 61Q: 3 clusters Score -1104560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1104560.125000 Penalty: 4517.335938
	Iteration 62Q: 3 clusters Score -1104560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1104561.500000 Penalty: 4517.335938
	Iteration 63Q: 3 clusters Score -1104562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1104566.250000 Penalty: 4517.335938
	Iteration 64Q: 3 clusters Score -1104566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1104566.500000 Penalty: 4517.335938
	Iteration 65Q: 3 clusters Score -1104566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1104568.000000 Penalty: 4517.335938
	Iteration 66Q: 3 clusters Score -1104568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1104571.375000 Penalty: 4517.335938
	Iteration 67Q: 3 clusters Score -1104571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1104571.875000 Penalty: 4517.335938
	Iteration 68Q: 3 clusters Score -1104572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1104580.125000 Penalty: 4517.335938
	Iteration 69Q: 3 clusters Score -1104580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1104580.750000 Penalty: 4517.335938
	Iteration 70Q: 3 clusters Score -1104581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1104582.750000 Penalty: 4517.335938
	Iteration 71Q: 3 clusters Score -1104583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1104584.000000 Penalty: 4517.335938
	Iteration 72Q: 3 clusters Score -1104584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1104585.125000 Penalty: 4517.335938
	Iteration 73Q: 3 clusters Score -1104585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1104586.500000 Penalty: 4517.335938
	Iteration 74Q: 3 clusters Score -1104586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1104589.375000 Penalty: 4517.335938
	Iteration 75Q: 3 clusters Score -1104589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1104588.875000 Penalty: 4517.335938
	Iteration 76Q: 3 clusters Score -1104589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1104590.625000 Penalty: 4517.335938
	Iteration 77Q: 3 clusters Score -1104591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1104590.875000 Penalty: 4517.335938
	Iteration 78Q: 3 clusters Score -1104591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1104590.375000 Penalty: 4517.335938
	Iteration 79Q: 3 clusters Score -1104590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1104593.375000 Penalty: 4517.335938
	Iteration 80F: 3 clusters Score -1104593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1104593.875000 Penalty: 4517.335938
	Iteration 81Q: 3 clusters Score -1104594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1104595.500000 Penalty: 4517.335938
	Iteration 82Q: 3 clusters Score -1104596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1104599.500000 Penalty: 4517.335938
	Iteration 83Q: 3 clusters Score -1104600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1104602.125000 Penalty: 4517.335938
	Iteration 84Q: 3 clusters Score -1104602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1104604.125000 Penalty: 4517.335938
	Iteration 85Q: 3 clusters Score -1104604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1104604.000000 Penalty: 4517.335938
	Iteration 86Q: 3 clusters Score -1104604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1104606.125000 Penalty: 4517.335938
	Iteration 87Q: 3 clusters Score -1104606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1104608.000000 Penalty: 4517.335938
	Iteration 88Q: 3 clusters Score -1104608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1104609.750000 Penalty: 4517.335938
	Iteration 89Q: 3 clusters Score -1104610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1104610.250000 Penalty: 4517.335938
	Iteration 90Q: 3 clusters Score -1104610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1104614.875000 Penalty: 4517.335938
	Iteration 91Q: 3 clusters Score -1104615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1104617.750000 Penalty: 4517.335938
	Iteration 92Q: 3 clusters Score -1104618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1104618.375000 Penalty: 4517.335938
	Iteration 93Q: 3 clusters Score -1104618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1104627.375000 Penalty: 4517.335938
	Iteration 94Q: 3 clusters Score -1104627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1104631.875000 Penalty: 4517.335938
	Iteration 95Q: 3 clusters Score -1104632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1104640.000000 Penalty: 4517.335938
	Iteration 96Q: 3 clusters Score -1104640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1104650.375000 Penalty: 4517.335938
	Iteration 97Q: 3 clusters Score -1104650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1104652.000000 Penalty: 4517.335938
	Iteration 98Q: 3 clusters Score -1104652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1104654.750000 Penalty: 4517.335938
	Iteration 99Q: 3 clusters Score -1104655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1104657.875000 Penalty: 4517.335938
	Iteration 100F: 3 clusters Score -1104658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1104661.125000 Penalty: 4517.335938
	Iteration 101Q: 3 clusters Score -1104661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1104662.250000 Penalty: 4517.335938
	Iteration 102Q: 3 clusters Score -1104662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1104661.875000 Penalty: 4517.335938
	Iteration 103Q: 3 clusters Score -1104662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1104666.000000 Penalty: 4517.335938
	Iteration 104Q: 3 clusters Score -1104666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1104665.625000 Penalty: 4517.335938
	Iteration 105Q: 3 clusters Score -1104666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1104664.250000 Penalty: 4517.335938
	Iteration 106Q: 3 clusters Score -1104664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1104668.500000 Penalty: 4517.335938
	Iteration 107Q: 3 clusters Score -1104668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1104668.875000 Penalty: 4517.335938
	Iteration 108Q: 3 clusters Score -1104669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1104671.750000 Penalty: 4517.335938
	Iteration 109Q: 3 clusters Score -1104672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1104675.000000 Penalty: 4517.335938
	Iteration 110Q: 3 clusters Score -1104675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1104676.875000 Penalty: 4517.335938
	Iteration 111Q: 3 clusters Score -1104677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1104678.625000 Penalty: 4517.335938
	Iteration 112Q: 3 clusters Score -1104679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1104681.250000 Penalty: 4517.335938
	Iteration 113Q: 3 clusters Score -1104681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1104681.000000 Penalty: 4517.335938
	Iteration 114Q: 3 clusters Score -1104681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1104684.875000 Penalty: 4517.335938
	Iteration 115Q: 3 clusters Score -1104685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1104686.625000 Penalty: 4517.335938
	Iteration 116Q: 3 clusters Score -1104687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1104685.625000 Penalty: 4517.335938
	Iteration 117Q: 3 clusters Score -1104686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1104685.750000 Penalty: 4517.335938
	Iteration 118Q: 3 clusters Score -1104686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1104689.000000 Penalty: 4517.335938
	Iteration 119Q: 3 clusters Score -1104689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1104689.500000 Penalty: 4517.335938
	Iteration 120F: 3 clusters Score -1104690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1104693.125000 Penalty: 4517.335938
	Iteration 121Q: 3 clusters Score -1104693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1104692.250000 Penalty: 4517.335938
	Iteration 122Q: 3 clusters Score -1104692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1104695.375000 Penalty: 4517.335938
	Iteration 123Q: 3 clusters Score -1104695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1104696.375000 Penalty: 4517.335938
	Iteration 124Q: 3 clusters Score -1104696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1104698.875000 Penalty: 4517.335938
	Iteration 125Q: 3 clusters Score -1104699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1104701.375000 Penalty: 4517.335938
	Iteration 126Q: 3 clusters Score -1104701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1104703.625000 Penalty: 4517.335938
	Iteration 127Q: 3 clusters Score -1104704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1104706.000000 Penalty: 4517.335938
	Iteration 128Q: 3 clusters Score -1104706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1104707.375000 Penalty: 4517.335938
	Iteration 129Q: 3 clusters Score -1104707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1104707.750000 Penalty: 4517.335938
	Iteration 130Q: 3 clusters Score -1104708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1104710.000000 Penalty: 4517.335938
	Iteration 131Q: 3 clusters Score -1104710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1104711.875000 Penalty: 4517.335938
	Iteration 132Q: 3 clusters Score -1104712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1104713.625000 Penalty: 4517.335938
	Iteration 133Q: 3 clusters Score -1104714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1104712.375000 Penalty: 4517.335938
	Iteration 134Q: 3 clusters Score -1104712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1104717.875000 Penalty: 4517.335938
	Iteration 135Q: 3 clusters Score -1104718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1104718.625000 Penalty: 4517.335938
	Iteration 136Q: 3 clusters Score -1104719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1104721.000000 Penalty: 4517.335938
	Iteration 137Q: 3 clusters Score -1104721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1104722.875000 Penalty: 4517.335938
	Iteration 138Q: 3 clusters Score -1104723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1104725.625000 Penalty: 4517.335938
	Iteration 139Q: 3 clusters Score -1104726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1104724.875000 Penalty: 4517.335938
	Iteration 140F: 3 clusters Score -1104725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1104726.375000 Penalty: 4517.335938
	Iteration 141Q: 3 clusters Score -1104726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1104726.625000 Penalty: 4517.335938
	Iteration 142Q: 3 clusters Score -1104727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1104729.250000 Penalty: 4517.335938
	Iteration 143Q: 3 clusters Score -1104729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1104730.250000 Penalty: 4517.335938
	Iteration 144Q: 3 clusters Score -1104730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1104732.875000 Penalty: 4517.335938
	Iteration 145Q: 3 clusters Score -1104733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1104735.875000 Penalty: 4517.335938
	Iteration 146Q: 3 clusters Score -1104736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1104737.125000 Penalty: 4517.335938
	Iteration 147Q: 3 clusters Score -1104737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1104739.500000 Penalty: 4517.335938
	Iteration 148Q: 3 clusters Score -1104740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1104740.750000 Penalty: 4517.335938
	Iteration 149Q: 3 clusters Score -1104741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1104743.500000 Penalty: 4517.335938
	Iteration 150Q: 3 clusters Score -1104744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1104741.500000 Penalty: 4517.335938
	Iteration 151Q: 3 clusters Score -1104742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1104746.250000 Penalty: 4517.335938
	Iteration 152Q: 3 clusters Score -1104746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1104748.500000 Penalty: 4517.335938
	Iteration 153Q: 3 clusters Score -1104748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1104751.875000 Penalty: 4517.335938
	Iteration 154Q: 3 clusters Score -1104752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1104756.000000 Penalty: 4517.335938
	Iteration 155Q: 3 clusters Score -1104756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1104759.375000 Penalty: 4517.335938
	Iteration 156Q: 3 clusters Score -1104759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1104761.125000 Penalty: 4517.335938
	Iteration 157Q: 3 clusters Score -1104761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1104762.000000 Penalty: 4517.335938
	Iteration 158Q: 3 clusters Score -1104762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1104764.125000 Penalty: 4517.335938
	Iteration 159Q: 3 clusters Score -1104764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1104767.125000 Penalty: 4517.335938
	Iteration 160F: 3 clusters Score -1104767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1104771.875000 Penalty: 4517.335938
	Iteration 161Q: 3 clusters Score -1104772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1104772.250000 Penalty: 4517.335938
	Iteration 162Q: 3 clusters Score -1104772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1104774.125000 Penalty: 4517.335938
	Iteration 163Q: 3 clusters Score -1104774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1104779.875000 Penalty: 4517.335938
	Iteration 164Q: 3 clusters Score -1104780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1104780.875000 Penalty: 4517.335938
	Iteration 165Q: 3 clusters Score -1104781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1104784.250000 Penalty: 4517.335938
	Iteration 166Q: 3 clusters Score -1104784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1104789.500000 Penalty: 4517.335938
	Iteration 167Q: 3 clusters Score -1104790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1104790.250000 Penalty: 4517.335938
	Iteration 168Q: 3 clusters Score -1104790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1104794.875000 Penalty: 4517.335938
	Iteration 169Q: 3 clusters Score -1104795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1104795.500000 Penalty: 4517.335938
	Iteration 170Q: 3 clusters Score -1104796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1104792.750000 Penalty: 4517.335938
	Iteration 171Q: 3 clusters Score -1104793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1104797.375000 Penalty: 4517.335938
	Iteration 172Q: 3 clusters Score -1104797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1104799.125000 Penalty: 4517.335938
	Iteration 173Q: 3 clusters Score -1104799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1104800.250000 Penalty: 4517.335938
	Iteration 174Q: 3 clusters Score -1104800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1104801.125000 Penalty: 4517.335938
	Iteration 175Q: 3 clusters Score -1104801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1104801.375000 Penalty: 4517.335938
	Iteration 176Q: 3 clusters Score -1104801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1104803.000000 Penalty: 4517.335938
	Iteration 177Q: 3 clusters Score -1104803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1104803.875000 Penalty: 4517.335938
	Iteration 178Q: 3 clusters Score -1104804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1104802.625000 Penalty: 4517.335938
	Iteration 179Q: 3 clusters Score -1104803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1104805.625000 Penalty: 4517.335938
	Iteration 180F: 3 clusters Score -1104806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1104809.625000 Penalty: 4517.335938
	Iteration 181Q: 3 clusters Score -1104810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1104805.875000 Penalty: 4517.335938
	Iteration 182Q: 3 clusters Score -1104806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1104807.500000 Penalty: 4517.335938
	Iteration 183Q: 3 clusters Score -1104808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1104811.875000 Penalty: 4517.335938
	Iteration 184Q: 3 clusters Score -1104812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1104813.875000 Penalty: 4517.335938
	Iteration 185Q: 3 clusters Score -1104814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1104813.875000 Penalty: 4517.335938
	Iteration 186Q: 3 clusters Score -1104814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1104813.125000 Penalty: 4517.335938
	Iteration 187Q: 3 clusters Score -1104813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1104814.750000 Penalty: 4517.335938
	Iteration 188Q: 3 clusters Score -1104815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1104815.375000 Penalty: 4517.335938
	Iteration 189Q: 3 clusters Score -1104815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1104815.375000 Penalty: 4517.335938
	Iteration 190F: 3 clusters Score -1104815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208774 members 
Entering Unmasked Estep 
Score: -25430092.000000 Penalty: 3037.753906
	Iteration 0F: 2 clusters Score -2.543009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104943 members 
Mstep: Class 2 contains 103831 members 
Entering Unmasked Estep 
Score: -25295084.000000 Penalty: 6075.507812
	Iteration 0F: 3 clusters Score -2.529508e+07 nChanged 100390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115047 members 
Mstep: Class 2 contains 93727 members 
Entering Unmasked Estep 
Score: -25354884.000000 Penalty: 6075.507812
	Iteration 1F: 3 clusters Score -2.535488e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121333 members 
Mstep: Class 2 contains 87441 members 
Entering Unmasked Estep 
Score: -25357192.000000 Penalty: 6075.507812
	Iteration 2Q: 3 clusters Score -2.535719e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131020 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -25361548.000000 Penalty: 6075.507812
	Iteration 3Q: 3 clusters Score -2.536155e+07 nChanged 14233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145225 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -25370606.000000 Penalty: 6075.507812
	Iteration 4F: 3 clusters Score -2.537061e+07 nChanged 19270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164491 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -25386286.000000 Penalty: 6075.507812
	Iteration 5F: 3 clusters Score -2.538629e+07 nChanged 20944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185435 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -25406346.000000 Penalty: 6075.507812
	Iteration 6F: 3 clusters Score -2.540635e+07 nChanged 15168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200601 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -25420394.000000 Penalty: 6075.507812
	Iteration 7F: 3 clusters Score -2.542039e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206716 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -25425560.000000 Penalty: 6075.507812
	Iteration 8Q: 3 clusters Score -2.542556e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208264 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -25426918.000000 Penalty: 6075.507812
	Iteration 9Q: 3 clusters Score -2.542692e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208528 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25427156.000000 Penalty: 6075.507812
	Iteration 10Q: 3 clusters Score -2.542716e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208571 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25427284.000000 Penalty: 6075.507812
	Iteration 11Q: 3 clusters Score -2.542728e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208583 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25427338.000000 Penalty: 6075.507812
	Iteration 12Q: 3 clusters Score -2.542734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208590 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25427352.000000 Penalty: 6075.507812
	Iteration 13Q: 3 clusters Score -2.542735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208594 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25427368.000000 Penalty: 6075.507812
	Iteration 14Q: 3 clusters Score -2.542737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208595 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25427358.000000 Penalty: 6075.507812
	Iteration 15Q: 3 clusters Score -2.542736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208596 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25427370.000000 Penalty: 6075.507812
	Iteration 16Q: 3 clusters Score -2.542737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208596 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25427370.000000 Penalty: 6075.507812
	Iteration 17F: 3 clusters Score -2.542737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Entering Unmasked Estep 
Score: -427765.062500 Penalty: 2040.720337
	Iteration 0F: 2 clusters Score -427765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -423998.343750 Penalty: 4081.440674
	Iteration 0F: 3 clusters Score -423998.3 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -424796.250000 Penalty: 4081.440674
	Iteration 1F: 3 clusters Score -424796.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -424973.625000 Penalty: 4081.440674
	Iteration 2F: 3 clusters Score -424973.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -425077.562500 Penalty: 4081.440674
	Iteration 3Q: 3 clusters Score -425077.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -425147.875000 Penalty: 4081.440674
	Iteration 4Q: 3 clusters Score -425147.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -425226.531250 Penalty: 4081.440674
	Iteration 5Q: 3 clusters Score -425226.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -425293.562500 Penalty: 4081.440674
	Iteration 6Q: 3 clusters Score -425293.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -425355.843750 Penalty: 4081.440674
	Iteration 7Q: 3 clusters Score -425355.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -425425.843750 Penalty: 4081.440674
	Iteration 8Q: 3 clusters Score -425425.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -425491.437500 Penalty: 4081.440674
	Iteration 9Q: 3 clusters Score -425491.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -425550.125000 Penalty: 4081.440674
	Iteration 10Q: 3 clusters Score -425550.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -425612.468750 Penalty: 4081.440674
	Iteration 11Q: 3 clusters Score -425612.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -425684.343750 Penalty: 4081.440674
	Iteration 12Q: 3 clusters Score -425684.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -425740.781250 Penalty: 4081.440674
	Iteration 13Q: 3 clusters Score -425740.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -425799.437500 Penalty: 4081.440674
	Iteration 14Q: 3 clusters Score -425799.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -425859.156250 Penalty: 4081.440674
	Iteration 15Q: 3 clusters Score -425859.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -425915.687500 Penalty: 4081.440674
	Iteration 16Q: 3 clusters Score -425915.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -425975.687500 Penalty: 4081.440674
	Iteration 17Q: 3 clusters Score -425975.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -426027.625000 Penalty: 4081.440674
	Iteration 18Q: 3 clusters Score -426027.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -426065.062500 Penalty: 4081.440674
	Iteration 19Q: 3 clusters Score -426065.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -426089.843750 Penalty: 4081.440674
	Iteration 20F: 3 clusters Score -426089.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -426110.250000 Penalty: 4081.440674
	Iteration 21Q: 3 clusters Score -426110.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -426132.406250 Penalty: 4081.440674
	Iteration 22Q: 3 clusters Score -426132.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -426160.125000 Penalty: 4081.440674
	Iteration 23Q: 3 clusters Score -426160.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -426198.875000 Penalty: 4081.440674
	Iteration 24Q: 3 clusters Score -426198.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -426232.062500 Penalty: 4081.440674
	Iteration 25Q: 3 clusters Score -426232.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -426269.656250 Penalty: 4081.440674
	Iteration 26Q: 3 clusters Score -426269.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -426309.312500 Penalty: 4081.440674
	Iteration 27Q: 3 clusters Score -426309.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -426339.406250 Penalty: 4081.440674
	Iteration 28Q: 3 clusters Score -426339.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -426353.937500 Penalty: 4081.440674
	Iteration 29Q: 3 clusters Score -426353.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -426368.343750 Penalty: 4081.440674
	Iteration 30Q: 3 clusters Score -426368.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -426382.500000 Penalty: 4081.440674
	Iteration 31Q: 3 clusters Score -426382.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -426393.406250 Penalty: 4081.440674
	Iteration 32Q: 3 clusters Score -426393.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -426401.687500 Penalty: 4081.440674
	Iteration 33Q: 3 clusters Score -426401.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -426408.437500 Penalty: 4081.440674
	Iteration 34Q: 3 clusters Score -426408.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -426412.843750 Penalty: 4081.440674
	Iteration 35Q: 3 clusters Score -426412.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -426414.093750 Penalty: 4081.440674
	Iteration 36Q: 3 clusters Score -426414.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -426415.562500 Penalty: 4081.440674
	Iteration 37Q: 3 clusters Score -426415.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -426417.000000 Penalty: 4081.440674
	Iteration 38Q: 3 clusters Score -426417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -426419.187500 Penalty: 4081.440674
	Iteration 39Q: 3 clusters Score -426419.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -426423.093750 Penalty: 4081.440674
	Iteration 40F: 3 clusters Score -426423.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -426425.718750 Penalty: 4081.440674
	Iteration 41Q: 3 clusters Score -426425.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -426430.375000 Penalty: 4081.440674
	Iteration 42Q: 3 clusters Score -426430.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -426431.468750 Penalty: 4081.440674
	Iteration 43Q: 3 clusters Score -426431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -426432.281250 Penalty: 4081.440674
	Iteration 44Q: 3 clusters Score -426432.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -426432.656250 Penalty: 4081.440674
	Iteration 45Q: 3 clusters Score -426432.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -426433.156250 Penalty: 4081.440674
	Iteration 46Q: 3 clusters Score -426433.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -426433.156250 Penalty: 4081.440674
	Iteration 47F: 3 clusters Score -426433.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (235857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235857 members 
Entering Unmasked Estep 
Score: -28583118.000000 Penalty: 3068.003418
	Iteration 0F: 2 clusters Score -2.858312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118114 members 
Mstep: Class 2 contains 117743 members 
Entering Unmasked Estep 
Score: -28433504.000000 Penalty: 6136.006836
	Iteration 0F: 3 clusters Score -2.84335e+07 nChanged 113775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121373 members 
Mstep: Class 2 contains 114484 members 
Entering Unmasked Estep 
Score: -28500112.000000 Penalty: 6136.006836
	Iteration 1F: 3 clusters Score -2.850011e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123083 members 
Mstep: Class 2 contains 112774 members 
Entering Unmasked Estep 
Score: -28501340.000000 Penalty: 6136.006836
	Iteration 2Q: 3 clusters Score -2.850134e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125689 members 
Mstep: Class 2 contains 110168 members 
Entering Unmasked Estep 
Score: -28502560.000000 Penalty: 6136.006836
	Iteration 3Q: 3 clusters Score -2.850256e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129742 members 
Mstep: Class 2 contains 106115 members 
Entering Unmasked Estep 
Score: -28504370.000000 Penalty: 6136.006836
	Iteration 4Q: 3 clusters Score -2.850437e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135867 members 
Mstep: Class 2 contains 99990 members 
Entering Unmasked Estep 
Score: -28507520.000000 Penalty: 6136.006836
	Iteration 5Q: 3 clusters Score -2.850752e+07 nChanged 10901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144808 members 
Mstep: Class 2 contains 91049 members 
Entering Unmasked Estep 
Score: -28512764.000000 Penalty: 6136.006836
	Iteration 6Q: 3 clusters Score -2.851276e+07 nChanged 13889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157163 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -28521872.000000 Penalty: 6136.006836
	Iteration 7F: 3 clusters Score -2.852187e+07 nChanged 16030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171767 members 
Mstep: Class 2 contains 64090 members 
Entering Unmasked Estep 
Score: -28534212.000000 Penalty: 6136.006836
	Iteration 8F: 3 clusters Score -2.853421e+07 nChanged 15642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185641 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -28547798.000000 Penalty: 6136.006836
	Iteration 9F: 3 clusters Score -2.85478e+07 nChanged 12591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196024 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -28557846.000000 Penalty: 6136.006836
	Iteration 10F: 3 clusters Score -2.855785e+07 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202629 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -28563452.000000 Penalty: 6136.006836
	Iteration 11Q: 3 clusters Score -2.856345e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207035 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -28566582.000000 Penalty: 6136.006836
	Iteration 12Q: 3 clusters Score -2.856658e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210491 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -28568882.000000 Penalty: 6136.006836
	Iteration 13Q: 3 clusters Score -2.856888e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213474 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -28570392.000000 Penalty: 6136.006836
	Iteration 14Q: 3 clusters Score -2.857039e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216154 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -28571936.000000 Penalty: 6136.006836
	Iteration 15Q: 3 clusters Score -2.857194e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218548 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -28573170.000000 Penalty: 6136.006836
	Iteration 16Q: 3 clusters Score -2.857317e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220736 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -28574438.000000 Penalty: 6136.006836
	Iteration 17Q: 3 clusters Score -2.857444e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222653 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -28575380.000000 Penalty: 6136.006836
	Iteration 18Q: 3 clusters Score -2.857538e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224294 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -28576334.000000 Penalty: 6136.006836
	Iteration 19Q: 3 clusters Score -2.857633e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225787 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -28577244.000000 Penalty: 6136.006836
	Iteration 20F: 3 clusters Score -2.857724e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227052 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -28577912.000000 Penalty: 6136.006836
	Iteration 21Q: 3 clusters Score -2.857791e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228150 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -28578428.000000 Penalty: 6136.006836
	Iteration 22Q: 3 clusters Score -2.857843e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229101 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -28578940.000000 Penalty: 6136.006836
	Iteration 23Q: 3 clusters Score -2.857894e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229900 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -28579286.000000 Penalty: 6136.006836
	Iteration 24Q: 3 clusters Score -2.857929e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230550 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -28579558.000000 Penalty: 6136.006836
	Iteration 25Q: 3 clusters Score -2.857956e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231076 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -28579776.000000 Penalty: 6136.006836
	Iteration 26Q: 3 clusters Score -2.857978e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231528 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -28579880.000000 Penalty: 6136.006836
	Iteration 27Q: 3 clusters Score -2.857988e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231883 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -28580054.000000 Penalty: 6136.006836
	Iteration 28Q: 3 clusters Score -2.858005e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232202 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -28580112.000000 Penalty: 6136.006836
	Iteration 29Q: 3 clusters Score -2.858011e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232482 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -28580234.000000 Penalty: 6136.006836
	Iteration 30Q: 3 clusters Score -2.858023e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232714 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -28580404.000000 Penalty: 6136.006836
	Iteration 31Q: 3 clusters Score -2.85804e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232902 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -28580544.000000 Penalty: 6136.006836
	Iteration 32Q: 3 clusters Score -2.858054e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233054 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -28580558.000000 Penalty: 6136.006836
	Iteration 33Q: 3 clusters Score -2.858056e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233185 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -28580594.000000 Penalty: 6136.006836
	Iteration 34Q: 3 clusters Score -2.858059e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233295 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -28580612.000000 Penalty: 6136.006836
	Iteration 35Q: 3 clusters Score -2.858061e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233389 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -28580610.000000 Penalty: 6136.006836
	Iteration 36Q: 3 clusters Score -2.858061e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233462 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -28580624.000000 Penalty: 6136.006836
	Iteration 37Q: 3 clusters Score -2.858062e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233529 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -28580658.000000 Penalty: 6136.006836
	Iteration 38Q: 3 clusters Score -2.858066e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233587 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -28580688.000000 Penalty: 6136.006836
	Iteration 39Q: 3 clusters Score -2.858069e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233637 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -28580678.000000 Penalty: 6136.006836
	Iteration 40F: 3 clusters Score -2.858068e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233675 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -28580736.000000 Penalty: 6136.006836
	Iteration 41Q: 3 clusters Score -2.858074e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233714 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -28580744.000000 Penalty: 6136.006836
	Iteration 42Q: 3 clusters Score -2.858074e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233743 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -28580748.000000 Penalty: 6136.006836
	Iteration 43Q: 3 clusters Score -2.858075e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233774 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -28580766.000000 Penalty: 6136.006836
	Iteration 44Q: 3 clusters Score -2.858077e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233802 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -28580796.000000 Penalty: 6136.006836
	Iteration 45Q: 3 clusters Score -2.85808e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233829 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -28580806.000000 Penalty: 6136.006836
	Iteration 46Q: 3 clusters Score -2.858081e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233861 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -28580812.000000 Penalty: 6136.006836
	Iteration 47Q: 3 clusters Score -2.858081e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233895 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -28580810.000000 Penalty: 6136.006836
	Iteration 48Q: 3 clusters Score -2.858081e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233927 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -28580846.000000 Penalty: 6136.006836
	Iteration 49Q: 3 clusters Score -2.858085e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233956 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -28580832.000000 Penalty: 6136.006836
	Iteration 50Q: 3 clusters Score -2.858083e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233986 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -28580856.000000 Penalty: 6136.006836
	Iteration 51Q: 3 clusters Score -2.858086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234005 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -28580864.000000 Penalty: 6136.006836
	Iteration 52Q: 3 clusters Score -2.858086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234018 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -28580880.000000 Penalty: 6136.006836
	Iteration 53Q: 3 clusters Score -2.858088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234030 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -28580864.000000 Penalty: 6136.006836
	Iteration 54Q: 3 clusters Score -2.858086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234038 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -28580880.000000 Penalty: 6136.006836
	Iteration 55Q: 3 clusters Score -2.858088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234045 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -28580872.000000 Penalty: 6136.006836
	Iteration 56Q: 3 clusters Score -2.858087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234052 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -28580890.000000 Penalty: 6136.006836
	Iteration 57Q: 3 clusters Score -2.858089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234062 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -28580876.000000 Penalty: 6136.006836
	Iteration 58Q: 3 clusters Score -2.858088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234072 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -28580874.000000 Penalty: 6136.006836
	Iteration 59Q: 3 clusters Score -2.858087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234080 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -28580864.000000 Penalty: 6136.006836
	Iteration 60F: 3 clusters Score -2.858086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234089 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -28580850.000000 Penalty: 6136.006836
	Iteration 61Q: 3 clusters Score -2.858085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234092 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -28580850.000000 Penalty: 6136.006836
	Iteration 62Q: 3 clusters Score -2.858085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234097 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -28580858.000000 Penalty: 6136.006836
	Iteration 63Q: 3 clusters Score -2.858086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234102 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -28580872.000000 Penalty: 6136.006836
	Iteration 64Q: 3 clusters Score -2.858087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234108 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -28580898.000000 Penalty: 6136.006836
	Iteration 65Q: 3 clusters Score -2.85809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234113 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -28580890.000000 Penalty: 6136.006836
	Iteration 66Q: 3 clusters Score -2.858089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234117 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -28580896.000000 Penalty: 6136.006836
	Iteration 67Q: 3 clusters Score -2.85809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234122 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -28580892.000000 Penalty: 6136.006836
	Iteration 68Q: 3 clusters Score -2.858089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234129 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -28580910.000000 Penalty: 6136.006836
	Iteration 69Q: 3 clusters Score -2.858091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234133 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -28580910.000000 Penalty: 6136.006836
	Iteration 70Q: 3 clusters Score -2.858091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234137 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -28580906.000000 Penalty: 6136.006836
	Iteration 71Q: 3 clusters Score -2.858091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234138 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -28580896.000000 Penalty: 6136.006836
	Iteration 72Q: 3 clusters Score -2.85809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234144 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -28580922.000000 Penalty: 6136.006836
	Iteration 73Q: 3 clusters Score -2.858092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234151 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -28580916.000000 Penalty: 6136.006836
	Iteration 74Q: 3 clusters Score -2.858092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234161 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -28580918.000000 Penalty: 6136.006836
	Iteration 75Q: 3 clusters Score -2.858092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234173 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -28580914.000000 Penalty: 6136.006836
	Iteration 76Q: 3 clusters Score -2.858091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234182 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -28580906.000000 Penalty: 6136.006836
	Iteration 77Q: 3 clusters Score -2.858091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234188 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -28580892.000000 Penalty: 6136.006836
	Iteration 78Q: 3 clusters Score -2.858089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234193 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -28580904.000000 Penalty: 6136.006836
	Iteration 79Q: 3 clusters Score -2.85809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234199 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -28580892.000000 Penalty: 6136.006836
	Iteration 80F: 3 clusters Score -2.858089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234203 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -28580880.000000 Penalty: 6136.006836
	Iteration 81Q: 3 clusters Score -2.858088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234204 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -28580892.000000 Penalty: 6136.006836
	Iteration 82Q: 3 clusters Score -2.858089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234205 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -28580894.000000 Penalty: 6136.006836
	Iteration 83Q: 3 clusters Score -2.858089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234207 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -28580892.000000 Penalty: 6136.006836
	Iteration 84Q: 3 clusters Score -2.858089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234210 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -28580886.000000 Penalty: 6136.006836
	Iteration 85Q: 3 clusters Score -2.858089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234212 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -28580880.000000 Penalty: 6136.006836
	Iteration 86Q: 3 clusters Score -2.858088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234216 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -28580870.000000 Penalty: 6136.006836
	Iteration 87Q: 3 clusters Score -2.858087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234219 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -28580892.000000 Penalty: 6136.006836
	Iteration 88Q: 3 clusters Score -2.858089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234219 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -28580870.000000 Penalty: 6136.006836
	Iteration 89Q: 3 clusters Score -2.858087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234220 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -28580862.000000 Penalty: 6136.006836
	Iteration 90Q: 3 clusters Score -2.858086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234220 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -28580862.000000 Penalty: 6136.006836
	Iteration 91F: 3 clusters Score -2.858086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -95907.609375 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -95907.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94038.648438 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -94038.65 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -94362.335938 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -94362.34 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -94508.882812 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -94508.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -94617.851562 Penalty: 3399.236328
	Iteration 3Q: 3 clusters Score -94617.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -94688.367188 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -94688.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -94774.039062 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -94774.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -94846.445312 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -94846.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -94906.789062 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -94906.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -94934.148438 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -94934.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -94953.437500 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -94953.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -94972.281250 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -94972.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -94996.523438 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -94996.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -95015.515625 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -95015.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -95031.460938 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -95031.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -95040.609375 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -95040.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -95050.726562 Penalty: 3399.236328
	Iteration 15Q: 3 clusters Score -95050.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -95062.125000 Penalty: 3399.236328
	Iteration 16Q: 3 clusters Score -95062.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -95072.148438 Penalty: 3399.236328
	Iteration 17Q: 3 clusters Score -95072.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -95078.062500 Penalty: 3399.236328
	Iteration 18Q: 3 clusters Score -95078.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -95083.218750 Penalty: 3399.236328
	Iteration 19Q: 3 clusters Score -95083.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -95085.789062 Penalty: 3399.236328
	Iteration 20F: 3 clusters Score -95085.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -95093.164062 Penalty: 3399.236328
	Iteration 21Q: 3 clusters Score -95093.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -95099.820312 Penalty: 3399.236328
	Iteration 22Q: 3 clusters Score -95099.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -95113.210938 Penalty: 3399.236328
	Iteration 23Q: 3 clusters Score -95113.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -95119.507812 Penalty: 3399.236328
	Iteration 24Q: 3 clusters Score -95119.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -95126.648438 Penalty: 3399.236328
	Iteration 25Q: 3 clusters Score -95126.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -95130.945312 Penalty: 3399.236328
	Iteration 26Q: 3 clusters Score -95130.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -95130.945312 Penalty: 3399.236328
	Iteration 27F: 3 clusters Score -95130.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Entering Unmasked Estep 
Score: -1369831.125000 Penalty: 2324.264404
	Iteration 0F: 2 clusters Score -1369831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1361084.875000 Penalty: 4648.528809
	Iteration 0F: 3 clusters Score -1361085 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1363932.750000 Penalty: 4648.528809
	Iteration 1F: 3 clusters Score -1363933 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1364722.875000 Penalty: 4648.528809
	Iteration 2F: 3 clusters Score -1364723 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1365522.500000 Penalty: 4648.528809
	Iteration 3F: 3 clusters Score -1365522 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1366276.500000 Penalty: 4648.528809
	Iteration 4F: 3 clusters Score -1366276 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1366992.250000 Penalty: 4648.528809
	Iteration 5F: 3 clusters Score -1366992 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1367548.750000 Penalty: 4648.528809
	Iteration 6F: 3 clusters Score -1367549 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1367967.875000 Penalty: 4648.528809
	Iteration 7Q: 3 clusters Score -1367968 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1368246.125000 Penalty: 4648.528809
	Iteration 8Q: 3 clusters Score -1368246 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1368420.750000 Penalty: 4648.528809
	Iteration 9Q: 3 clusters Score -1368421 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1368522.125000 Penalty: 4648.528809
	Iteration 10Q: 3 clusters Score -1368522 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1368589.125000 Penalty: 4648.528809
	Iteration 11Q: 3 clusters Score -1368589 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1368632.375000 Penalty: 4648.528809
	Iteration 12Q: 3 clusters Score -1368632 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1368673.500000 Penalty: 4648.528809
	Iteration 13Q: 3 clusters Score -1368674 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1368705.500000 Penalty: 4648.528809
	Iteration 14Q: 3 clusters Score -1368706 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1368734.500000 Penalty: 4648.528809
	Iteration 15Q: 3 clusters Score -1368734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1368757.000000 Penalty: 4648.528809
	Iteration 16Q: 3 clusters Score -1368757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1368766.500000 Penalty: 4648.528809
	Iteration 17Q: 3 clusters Score -1368766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1368776.375000 Penalty: 4648.528809
	Iteration 18Q: 3 clusters Score -1368776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1368783.125000 Penalty: 4648.528809
	Iteration 19Q: 3 clusters Score -1368783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1368793.125000 Penalty: 4648.528809
	Iteration 20F: 3 clusters Score -1368793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1368802.375000 Penalty: 4648.528809
	Iteration 21Q: 3 clusters Score -1368802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1368808.125000 Penalty: 4648.528809
	Iteration 22Q: 3 clusters Score -1368808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1368811.000000 Penalty: 4648.528809
	Iteration 23Q: 3 clusters Score -1368811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1368812.625000 Penalty: 4648.528809
	Iteration 24Q: 3 clusters Score -1368813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1368818.875000 Penalty: 4648.528809
	Iteration 25Q: 3 clusters Score -1368819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1368820.750000 Penalty: 4648.528809
	Iteration 26Q: 3 clusters Score -1368821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1368825.375000 Penalty: 4648.528809
	Iteration 27Q: 3 clusters Score -1368825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1368828.750000 Penalty: 4648.528809
	Iteration 28Q: 3 clusters Score -1368829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1368834.875000 Penalty: 4648.528809
	Iteration 29Q: 3 clusters Score -1368835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1368842.375000 Penalty: 4648.528809
	Iteration 30Q: 3 clusters Score -1368842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1368843.625000 Penalty: 4648.528809
	Iteration 31Q: 3 clusters Score -1368844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1368850.625000 Penalty: 4648.528809
	Iteration 32Q: 3 clusters Score -1368851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1368858.875000 Penalty: 4648.528809
	Iteration 33Q: 3 clusters Score -1368859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1368875.500000 Penalty: 4648.528809
	Iteration 34Q: 3 clusters Score -1368876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1368886.125000 Penalty: 4648.528809
	Iteration 35Q: 3 clusters Score -1368886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1368897.125000 Penalty: 4648.528809
	Iteration 36Q: 3 clusters Score -1368897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1368903.250000 Penalty: 4648.528809
	Iteration 37Q: 3 clusters Score -1368903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1368909.125000 Penalty: 4648.528809
	Iteration 38Q: 3 clusters Score -1368909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1368914.875000 Penalty: 4648.528809
	Iteration 39Q: 3 clusters Score -1368915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1368917.875000 Penalty: 4648.528809
	Iteration 40F: 3 clusters Score -1368918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1368925.125000 Penalty: 4648.528809
	Iteration 41Q: 3 clusters Score -1368925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1368926.875000 Penalty: 4648.528809
	Iteration 42Q: 3 clusters Score -1368927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1368930.500000 Penalty: 4648.528809
	Iteration 43Q: 3 clusters Score -1368930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1368934.250000 Penalty: 4648.528809
	Iteration 44Q: 3 clusters Score -1368934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1368934.500000 Penalty: 4648.528809
	Iteration 45Q: 3 clusters Score -1368934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1368934.500000 Penalty: 4648.528809
	Iteration 46F: 3 clusters Score -1368934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Entering Unmasked Estep 
Score: -286720.000000 Penalty: 1952.179810
	Iteration 0F: 2 clusters Score -286720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -283714.968750 Penalty: 3904.359619
	Iteration 0F: 3 clusters Score -283715 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -284283.968750 Penalty: 3904.359619
	Iteration 1F: 3 clusters Score -284284 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -284443.437500 Penalty: 3904.359619
	Iteration 2F: 3 clusters Score -284443.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -284540.562500 Penalty: 3904.359619
	Iteration 3Q: 3 clusters Score -284540.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -284595.218750 Penalty: 3904.359619
	Iteration 4Q: 3 clusters Score -284595.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -284633.125000 Penalty: 3904.359619
	Iteration 5Q: 3 clusters Score -284633.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -284656.000000 Penalty: 3904.359619
	Iteration 6Q: 3 clusters Score -284656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -284668.718750 Penalty: 3904.359619
	Iteration 7Q: 3 clusters Score -284668.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -284681.718750 Penalty: 3904.359619
	Iteration 8Q: 3 clusters Score -284681.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -284689.093750 Penalty: 3904.359619
	Iteration 9Q: 3 clusters Score -284689.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -284698.343750 Penalty: 3904.359619
	Iteration 10Q: 3 clusters Score -284698.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -284707.062500 Penalty: 3904.359619
	Iteration 11Q: 3 clusters Score -284707.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -284717.375000 Penalty: 3904.359619
	Iteration 12Q: 3 clusters Score -284717.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -284723.718750 Penalty: 3904.359619
	Iteration 13Q: 3 clusters Score -284723.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -284726.656250 Penalty: 3904.359619
	Iteration 14Q: 3 clusters Score -284726.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -284730.843750 Penalty: 3904.359619
	Iteration 15Q: 3 clusters Score -284730.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -284734.468750 Penalty: 3904.359619
	Iteration 16Q: 3 clusters Score -284734.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -284738.562500 Penalty: 3904.359619
	Iteration 17Q: 3 clusters Score -284738.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -284741.625000 Penalty: 3904.359619
	Iteration 18Q: 3 clusters Score -284741.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -284746.000000 Penalty: 3904.359619
	Iteration 19Q: 3 clusters Score -284746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -284750.593750 Penalty: 3904.359619
	Iteration 20F: 3 clusters Score -284750.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -284755.500000 Penalty: 3904.359619
	Iteration 21Q: 3 clusters Score -284755.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -284759.875000 Penalty: 3904.359619
	Iteration 22Q: 3 clusters Score -284759.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -284765.468750 Penalty: 3904.359619
	Iteration 23Q: 3 clusters Score -284765.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -284769.906250 Penalty: 3904.359619
	Iteration 24Q: 3 clusters Score -284769.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -284776.187500 Penalty: 3904.359619
	Iteration 25Q: 3 clusters Score -284776.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -284784.937500 Penalty: 3904.359619
	Iteration 26Q: 3 clusters Score -284784.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -284787.843750 Penalty: 3904.359619
	Iteration 27Q: 3 clusters Score -284787.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -284793.812500 Penalty: 3904.359619
	Iteration 28Q: 3 clusters Score -284793.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -284800.562500 Penalty: 3904.359619
	Iteration 29Q: 3 clusters Score -284800.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -284806.312500 Penalty: 3904.359619
	Iteration 30Q: 3 clusters Score -284806.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -284813.656250 Penalty: 3904.359619
	Iteration 31Q: 3 clusters Score -284813.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -284822.156250 Penalty: 3904.359619
	Iteration 32Q: 3 clusters Score -284822.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -284832.125000 Penalty: 3904.359619
	Iteration 33Q: 3 clusters Score -284832.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -284843.062500 Penalty: 3904.359619
	Iteration 34Q: 3 clusters Score -284843.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -284859.593750 Penalty: 3904.359619
	Iteration 35Q: 3 clusters Score -284859.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -284877.625000 Penalty: 3904.359619
	Iteration 36Q: 3 clusters Score -284877.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -284888.187500 Penalty: 3904.359619
	Iteration 37Q: 3 clusters Score -284888.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -284896.750000 Penalty: 3904.359619
	Iteration 38Q: 3 clusters Score -284896.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -284910.812500 Penalty: 3904.359619
	Iteration 39Q: 3 clusters Score -284910.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -284922.093750 Penalty: 3904.359619
	Iteration 40F: 3 clusters Score -284922.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -284928.781250 Penalty: 3904.359619
	Iteration 41Q: 3 clusters Score -284928.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -284935.593750 Penalty: 3904.359619
	Iteration 42Q: 3 clusters Score -284935.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -284942.218750 Penalty: 3904.359619
	Iteration 43Q: 3 clusters Score -284942.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -284944.593750 Penalty: 3904.359619
	Iteration 44Q: 3 clusters Score -284944.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -284944.593750 Penalty: 3904.359619
	Iteration 45F: 3 clusters Score -284944.6 nChanged 0
--- Evaluating fit on full set of 2621091 points ---
Entering Unmasked Estep 
Score: -315375776.000000 Penalty: 62308.691406
22->18 Clusters: Score -315375776.000000, best is -316054880.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 873697 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 39966 members 
Mstep: Class 3 contains 39791 members 
Mstep: Class 4 contains 39613 members 
Mstep: Class 5 contains 39205 members 
Mstep: Class 6 contains 39898 members 
Mstep: Class 7 contains 39779 members 
Mstep: Class 8 contains 39699 members 
Mstep: Class 9 contains 39727 members 
Mstep: Class 10 contains 40050 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 39812 members 
Mstep: Class 13 contains 39665 members 
Mstep: Class 14 contains 39703 members 
Mstep: Class 15 contains 39746 members 
Mstep: Class 16 contains 40032 members 
Mstep: Class 17 contains 39667 members 
Mstep: Class 18 contains 39732 members 
Mstep: Class 19 contains 39458 members 
Mstep: Class 20 contains 39697 members 
Mstep: Class 21 contains 39560 members 
Mstep: Class 22 contains 39787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 410.538177 but Gain 3392.757812
Score: -99462704.000000 Penalty: 71247.984375
Iteration 0F: 22 clusters Score -9.94627e+07 nChanged 831672
Entering Unmasked Mstep 
Mstep: Class 0 contains 2950 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 3146 members 
Mstep: Class 3 contains 47509 members 
Mstep: Class 4 contains 122506 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 70758 members 
Mstep: Class 7 contains 13105 members 
Mstep: Class 8 contains 348308 members 
Mstep: Class 9 contains 9786 members 
Mstep: Class 10 contains 16371 members 
Mstep: Class 11 contains 26244 members 
Mstep: Class 12 contains 20216 members 
Mstep: Class 13 contains 9859 members 
Mstep: Class 14 contains 6346 members 
Mstep: Class 15 contains 29579 members 
Mstep: Class 16 contains 70465 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 37536 members 
Mstep: Class 20 contains 5188 members 
Mstep: Class 21 contains 1528 members 
Mstep: Class 22 contains 10755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1263.161133 but Gain 3392.757812
Score: -103241376.000000 Penalty: 67855.226562
Iteration 1F: 21 clusters Score -1.032414e+08 nChanged 277804
Entering Unmasked Mstep 
Mstep: Class 0 contains 1098 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 3 contains 36976 members 
Mstep: Class 4 contains 112495 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 70177 members 
Mstep: Class 7 contains 11950 members 
Mstep: Class 8 contains 472710 members 
Mstep: Class 9 contains 2147 members 
Mstep: Class 10 contains 9635 members 
Mstep: Class 11 contains 11857 members 
Mstep: Class 12 contains 17906 members 
Mstep: Class 13 contains 2676 members 
Mstep: Class 15 contains 16326 members 
Mstep: Class 16 contains 60794 members 
Mstep: Class 18 contains 858 members 
Mstep: Class 19 contains 16875 members 
Mstep: Class 20 contains 1276 members 
Mstep: Class 21 contains 6374 members 
Mstep: Class 22 contains 4751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1241.824219 but Gain 3392.765625
Score: -103487248.000000 Penalty: 64462.460938
Iteration 2F: 20 clusters Score -1.034872e+08 nChanged 156737
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 30754 members 
Mstep: Class 4 contains 120572 members 
Mstep: Class 5 contains 7857 members 
Mstep: Class 6 contains 74231 members 
Mstep: Class 7 contains 14723 members 
Mstep: Class 8 contains 501910 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 5215 members 
Mstep: Class 12 contains 13991 members 
Mstep: Class 13 contains 2216 members 
Mstep: Class 15 contains 8046 members 
Mstep: Class 16 contains 52263 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 1137 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 4129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1715.419312 but Gain 3392.761719
Score: -103588184.000000 Penalty: 61069.699219
Iteration 3F: 19 clusters Score -1.035882e+08 nChanged 107987
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3661 members 
Mstep: Class 3 contains 28138 members 
Mstep: Class 4 contains 138864 members 
Mstep: Class 5 contains 8360 members 
Mstep: Class 6 contains 79195 members 
Mstep: Class 7 contains 16214 members 
Mstep: Class 8 contains 490116 members 
Mstep: Class 9 contains 2083 members 
Mstep: Class 10 contains 2854 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 12849 members 
Mstep: Class 13 contains 2650 members 
Mstep: Class 15 contains 4708 members 
Mstep: Class 16 contains 50459 members 
Mstep: Class 19 contains 14452 members 
Mstep: Class 21 contains 5041 members 
Mstep: Class 22 contains 3775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2000.353760 but Gain 3392.757812
Score: -103697856.000000 Penalty: 57676.941406
Iteration 4F: 18 clusters Score -1.036979e+08 nChanged 92695
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3923 members 
Mstep: Class 3 contains 26238 members 
Mstep: Class 4 contains 163357 members 
Mstep: Class 5 contains 8085 members 
Mstep: Class 6 contains 82710 members 
Mstep: Class 7 contains 16879 members 
Mstep: Class 8 contains 464064 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 11 contains 1589 members 
Mstep: Class 12 contains 14286 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 50306 members 
Mstep: Class 19 contains 19154 members 
Mstep: Class 21 contains 4217 members 
Mstep: Class 22 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1985.419678 but Gain 3392.761719
Score: -103804392.000000 Penalty: 54284.179688
Iteration 5F: 17 clusters Score -1.038044e+08 nChanged 85243
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4060 members 
Mstep: Class 3 contains 24913 members 
Mstep: Class 4 contains 192349 members 
Mstep: Class 5 contains 7663 members 
Mstep: Class 6 contains 82361 members 
Mstep: Class 7 contains 17146 members 
Mstep: Class 8 contains 432537 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 12 contains 16643 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 15 contains 2547 members 
Mstep: Class 16 contains 49126 members 
Mstep: Class 19 contains 25869 members 
Mstep: Class 21 contains 3406 members 
Mstep: Class 22 contains 2902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3189.849121 but Gain 3392.761719
Score: -103905248.000000 Penalty: 50891.417969
Iteration 6F: 16 clusters Score -1.039052e+08 nChanged 81206
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4164 members 
Mstep: Class 3 contains 23982 members 
Mstep: Class 4 contains 225227 members 
Mstep: Class 5 contains 7186 members 
Mstep: Class 6 contains 77596 members 
Mstep: Class 7 contains 17005 members 
Mstep: Class 8 contains 402585 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 12 contains 18963 members 
Mstep: Class 13 contains 4028 members 
Mstep: Class 16 contains 46412 members 
Mstep: Class 19 contains 33206 members 
Mstep: Class 21 contains 2830 members 
Mstep: Class 22 contains 2525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103993456.000000 Penalty: 50891.417969
Iteration 7F: 16 clusters Score -1.039935e+08 nChanged 78236
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4144 members 
Mstep: Class 3 contains 23564 members 
Mstep: Class 4 contains 263268 members 
Mstep: Class 5 contains 6726 members 
Mstep: Class 6 contains 70079 members 
Mstep: Class 7 contains 16731 members 
Mstep: Class 8 contains 368493 members 
Mstep: Class 9 contains 2723 members 
Mstep: Class 12 contains 20795 members 
Mstep: Class 13 contains 4325 members 
Mstep: Class 16 contains 43261 members 
Mstep: Class 19 contains 40164 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104068848.000000 Penalty: 50891.417969
Iteration 8F: 16 clusters Score -1.040688e+08 nChanged 76875
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 23878 members 
Mstep: Class 4 contains 305301 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 60879 members 
Mstep: Class 7 contains 16380 members 
Mstep: Class 8 contains 332642 members 
Mstep: Class 9 contains 2720 members 
Mstep: Class 12 contains 22006 members 
Mstep: Class 13 contains 4515 members 
Mstep: Class 16 contains 40722 members 
Mstep: Class 19 contains 45729 members 
Mstep: Class 21 contains 2194 members 
Mstep: Class 22 contains 2173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104140720.000000 Penalty: 50891.417969
Iteration 9F: 16 clusters Score -1.041407e+08 nChanged 70267
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 24581 members 
Mstep: Class 4 contains 346089 members 
Mstep: Class 5 contains 5829 members 
Mstep: Class 6 contains 51899 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 298537 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 12 contains 22440 members 
Mstep: Class 13 contains 4623 members 
Mstep: Class 16 contains 39299 members 
Mstep: Class 19 contains 49493 members 
Mstep: Class 21 contains 2013 members 
Mstep: Class 22 contains 2181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174632.000000 Penalty: 50891.417969
Iteration 10F: 16 clusters Score -1.041746e+08 nChanged 62849
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4052 members 
Mstep: Class 3 contains 26439 members 
Mstep: Class 4 contains 376982 members 
Mstep: Class 5 contains 5488 members 
Mstep: Class 6 contains 44601 members 
Mstep: Class 7 contains 15903 members 
Mstep: Class 8 contains 270929 members 
Mstep: Class 9 contains 2750 members 
Mstep: Class 12 contains 22409 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 16 contains 39601 members 
Mstep: Class 19 contains 52145 members 
Mstep: Class 21 contains 1906 members 
Mstep: Class 22 contains 2312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173352.000000 Penalty: 50891.417969
Iteration 11F: 16 clusters Score -1.041734e+08 nChanged 53944
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4001 members 
Mstep: Class 3 contains 29259 members 
Mstep: Class 4 contains 396055 members 
Mstep: Class 5 contains 5278 members 
Mstep: Class 6 contains 39645 members 
Mstep: Class 7 contains 15850 members 
Mstep: Class 8 contains 250123 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 12 contains 22379 members 
Mstep: Class 13 contains 4584 members 
Mstep: Class 16 contains 41299 members 
Mstep: Class 19 contains 54692 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 2586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166904.000000 Penalty: 50891.417969
Iteration 12F: 16 clusters Score -1.041669e+08 nChanged 45764
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3903 members 
Mstep: Class 3 contains 32473 members 
Mstep: Class 4 contains 404866 members 
Mstep: Class 5 contains 5190 members 
Mstep: Class 6 contains 36462 members 
Mstep: Class 7 contains 15810 members 
Mstep: Class 8 contains 236305 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 12 contains 22381 members 
Mstep: Class 13 contains 4470 members 
Mstep: Class 16 contains 43477 members 
Mstep: Class 19 contains 57641 members 
Mstep: Class 21 contains 1781 members 
Mstep: Class 22 contains 2958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159360.000000 Penalty: 50891.417969
Iteration 13F: 16 clusters Score -1.041594e+08 nChanged 37230
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3836 members 
Mstep: Class 3 contains 35853 members 
Mstep: Class 4 contains 404106 members 
Mstep: Class 5 contains 5172 members 
Mstep: Class 6 contains 34353 members 
Mstep: Class 7 contains 15727 members 
Mstep: Class 8 contains 230433 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 12 contains 22223 members 
Mstep: Class 13 contains 4294 members 
Mstep: Class 16 contains 45565 members 
Mstep: Class 19 contains 61140 members 
Mstep: Class 21 contains 1741 members 
Mstep: Class 22 contains 3340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161200.000000 Penalty: 50891.417969
Iteration 14Q: 16 clusters Score -1.041612e+08 nChanged 29331
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3799 members 
Mstep: Class 3 contains 39412 members 
Mstep: Class 4 contains 398345 members 
Mstep: Class 5 contains 5187 members 
Mstep: Class 6 contains 32830 members 
Mstep: Class 7 contains 15614 members 
Mstep: Class 8 contains 229056 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 12 contains 21921 members 
Mstep: Class 13 contains 4103 members 
Mstep: Class 16 contains 47211 members 
Mstep: Class 19 contains 65012 members 
Mstep: Class 21 contains 1711 members 
Mstep: Class 22 contains 3631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168296.000000 Penalty: 50891.417969
Iteration 15Q: 16 clusters Score -1.041683e+08 nChanged 23846
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3803 members 
Mstep: Class 3 contains 42912 members 
Mstep: Class 4 contains 390866 members 
Mstep: Class 5 contains 5214 members 
Mstep: Class 6 contains 31854 members 
Mstep: Class 7 contains 15449 members 
Mstep: Class 8 contains 229598 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 12 contains 21505 members 
Mstep: Class 13 contains 3929 members 
Mstep: Class 16 contains 48306 members 
Mstep: Class 19 contains 68979 members 
Mstep: Class 21 contains 1679 members 
Mstep: Class 22 contains 3786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104176304.000000 Penalty: 50891.417969
Iteration 16Q: 16 clusters Score -1.041763e+08 nChanged 20612
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3836 members 
Mstep: Class 3 contains 46267 members 
Mstep: Class 4 contains 383073 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 31283 members 
Mstep: Class 7 contains 15276 members 
Mstep: Class 8 contains 230769 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 12 contains 21078 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 16 contains 48881 members 
Mstep: Class 19 contains 72882 members 
Mstep: Class 21 contains 1652 members 
Mstep: Class 22 contains 3901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104183752.000000 Penalty: 50891.417969
Iteration 17Q: 16 clusters Score -1.041838e+08 nChanged 18974
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3877 members 
Mstep: Class 3 contains 49352 members 
Mstep: Class 4 contains 375426 members 
Mstep: Class 5 contains 5287 members 
Mstep: Class 6 contains 31106 members 
Mstep: Class 7 contains 15097 members 
Mstep: Class 8 contains 232064 members 
Mstep: Class 9 contains 2795 members 
Mstep: Class 12 contains 20631 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 16 contains 49138 members 
Mstep: Class 19 contains 76752 members 
Mstep: Class 21 contains 1636 members 
Mstep: Class 22 contains 3906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104191528.000000 Penalty: 50891.417969
Iteration 18Q: 16 clusters Score -1.041915e+08 nChanged 17899
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3932 members 
Mstep: Class 3 contains 52330 members 
Mstep: Class 4 contains 367990 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 31401 members 
Mstep: Class 7 contains 14938 members 
Mstep: Class 8 contains 233146 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 12 contains 20130 members 
Mstep: Class 13 contains 3520 members 
Mstep: Class 16 contains 49115 members 
Mstep: Class 19 contains 80576 members 
Mstep: Class 21 contains 1619 members 
Mstep: Class 22 contains 3859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104198888.000000 Penalty: 50891.417969
Iteration 19Q: 16 clusters Score -1.041989e+08 nChanged 16769
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 55048 members 
Mstep: Class 4 contains 361186 members 
Mstep: Class 5 contains 5312 members 
Mstep: Class 6 contains 32007 members 
Mstep: Class 7 contains 14786 members 
Mstep: Class 8 contains 233786 members 
Mstep: Class 9 contains 2849 members 
Mstep: Class 12 contains 19587 members 
Mstep: Class 13 contains 3448 members 
Mstep: Class 16 contains 48909 members 
Mstep: Class 19 contains 84335 members 
Mstep: Class 21 contains 1616 members 
Mstep: Class 22 contains 3798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104206800.000000 Penalty: 50891.417969
Iteration 20F: 16 clusters Score -1.042068e+08 nChanged 15537
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4054 members 
Mstep: Class 3 contains 57525 members 
Mstep: Class 4 contains 355442 members 
Mstep: Class 5 contains 5300 members 
Mstep: Class 6 contains 32790 members 
Mstep: Class 7 contains 14634 members 
Mstep: Class 8 contains 233773 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 12 contains 19038 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 16 contains 48501 members 
Mstep: Class 19 contains 87949 members 
Mstep: Class 21 contains 1596 members 
Mstep: Class 22 contains 3924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104213072.000000 Penalty: 50891.417969
Iteration 21Q: 16 clusters Score -1.042131e+08 nChanged 14910
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 59765 members 
Mstep: Class 4 contains 349877 members 
Mstep: Class 5 contains 5298 members 
Mstep: Class 6 contains 33713 members 
Mstep: Class 7 contains 14480 members 
Mstep: Class 8 contains 233403 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 12 contains 18619 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 16 contains 48077 members 
Mstep: Class 19 contains 91714 members 
Mstep: Class 21 contains 1579 members 
Mstep: Class 22 contains 3993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104218944.000000 Penalty: 50891.417969
Iteration 22Q: 16 clusters Score -1.042189e+08 nChanged 14171
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4182 members 
Mstep: Class 3 contains 61755 members 
Mstep: Class 4 contains 344666 members 
Mstep: Class 5 contains 5283 members 
Mstep: Class 6 contains 34751 members 
Mstep: Class 7 contains 14322 members 
Mstep: Class 8 contains 232625 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 12 contains 18321 members 
Mstep: Class 13 contains 3023 members 
Mstep: Class 16 contains 47633 members 
Mstep: Class 19 contains 95589 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 4027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104224472.000000 Penalty: 50891.417969
Iteration 23Q: 16 clusters Score -1.042245e+08 nChanged 13371
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4237 members 
Mstep: Class 3 contains 63330 members 
Mstep: Class 4 contains 340206 members 
Mstep: Class 5 contains 5253 members 
Mstep: Class 6 contains 35741 members 
Mstep: Class 7 contains 14173 members 
Mstep: Class 8 contains 231353 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 12 contains 18166 members 
Mstep: Class 13 contains 2958 members 
Mstep: Class 16 contains 47233 members 
Mstep: Class 19 contains 99484 members 
Mstep: Class 21 contains 1550 members 
Mstep: Class 22 contains 4055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104228880.000000 Penalty: 50891.417969
Iteration 24Q: 16 clusters Score -1.042289e+08 nChanged 12673
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 64512 members 
Mstep: Class 4 contains 336045 members 
Mstep: Class 5 contains 5227 members 
Mstep: Class 6 contains 36714 members 
Mstep: Class 7 contains 14055 members 
Mstep: Class 8 contains 229906 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 12 contains 18117 members 
Mstep: Class 13 contains 2920 members 
Mstep: Class 16 contains 46821 members 
Mstep: Class 19 contains 103527 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 4077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104232208.000000 Penalty: 50891.417969
Iteration 25Q: 16 clusters Score -1.042322e+08 nChanged 12141
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4289 members 
Mstep: Class 3 contains 65405 members 
Mstep: Class 4 contains 332003 members 
Mstep: Class 5 contains 5185 members 
Mstep: Class 6 contains 37835 members 
Mstep: Class 7 contains 13935 members 
Mstep: Class 8 contains 228475 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 12 contains 18105 members 
Mstep: Class 13 contains 2901 members 
Mstep: Class 16 contains 46346 members 
Mstep: Class 19 contains 107601 members 
Mstep: Class 21 contains 1536 members 
Mstep: Class 22 contains 4072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104236128.000000 Penalty: 50891.417969
Iteration 26Q: 16 clusters Score -1.042361e+08 nChanged 11521
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4308 members 
Mstep: Class 3 contains 66073 members 
Mstep: Class 4 contains 328254 members 
Mstep: Class 5 contains 5160 members 
Mstep: Class 6 contains 38978 members 
Mstep: Class 7 contains 13824 members 
Mstep: Class 8 contains 226913 members 
Mstep: Class 9 contains 2638 members 
Mstep: Class 12 contains 18150 members 
Mstep: Class 13 contains 2896 members 
Mstep: Class 16 contains 45867 members 
Mstep: Class 19 contains 111635 members 
Mstep: Class 21 contains 1531 members 
Mstep: Class 22 contains 4057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104239880.000000 Penalty: 50891.417969
Iteration 27Q: 16 clusters Score -1.042399e+08 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4323 members 
Mstep: Class 3 contains 66561 members 
Mstep: Class 4 contains 324649 members 
Mstep: Class 5 contains 5112 members 
Mstep: Class 6 contains 40091 members 
Mstep: Class 7 contains 13709 members 
Mstep: Class 8 contains 225378 members 
Mstep: Class 9 contains 2632 members 
Mstep: Class 12 contains 18185 members 
Mstep: Class 13 contains 2884 members 
Mstep: Class 16 contains 45430 members 
Mstep: Class 19 contains 115680 members 
Mstep: Class 21 contains 1530 members 
Mstep: Class 22 contains 4057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104242864.000000 Penalty: 50891.417969
Iteration 28Q: 16 clusters Score -1.042429e+08 nChanged 10846
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4327 members 
Mstep: Class 3 contains 66921 members 
Mstep: Class 4 contains 321267 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 41160 members 
Mstep: Class 7 contains 13595 members 
Mstep: Class 8 contains 223788 members 
Mstep: Class 9 contains 2633 members 
Mstep: Class 12 contains 18164 members 
Mstep: Class 13 contains 2878 members 
Mstep: Class 16 contains 44986 members 
Mstep: Class 19 contains 119812 members 
Mstep: Class 21 contains 1527 members 
Mstep: Class 22 contains 4051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104245928.000000 Penalty: 50891.417969
Iteration 29Q: 16 clusters Score -1.042459e+08 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4339 members 
Mstep: Class 3 contains 67068 members 
Mstep: Class 4 contains 318376 members 
Mstep: Class 5 contains 4992 members 
Mstep: Class 6 contains 42226 members 
Mstep: Class 7 contains 13479 members 
Mstep: Class 8 contains 222017 members 
Mstep: Class 9 contains 2636 members 
Mstep: Class 12 contains 18117 members 
Mstep: Class 13 contains 2873 members 
Mstep: Class 16 contains 44579 members 
Mstep: Class 19 contains 123842 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104248720.000000 Penalty: 50891.417969
Iteration 30Q: 16 clusters Score -1.042487e+08 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4341 members 
Mstep: Class 3 contains 67096 members 
Mstep: Class 4 contains 315832 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 43258 members 
Mstep: Class 7 contains 13350 members 
Mstep: Class 8 contains 220293 members 
Mstep: Class 9 contains 2638 members 
Mstep: Class 12 contains 17990 members 
Mstep: Class 13 contains 2873 members 
Mstep: Class 16 contains 44132 members 
Mstep: Class 19 contains 127749 members 
Mstep: Class 21 contains 1523 members 
Mstep: Class 22 contains 4032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104250832.000000 Penalty: 50891.417969
Iteration 31Q: 16 clusters Score -1.042508e+08 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4336 members 
Mstep: Class 3 contains 67028 members 
Mstep: Class 4 contains 313433 members 
Mstep: Class 5 contains 4887 members 
Mstep: Class 6 contains 44216 members 
Mstep: Class 7 contains 13249 members 
Mstep: Class 8 contains 218667 members 
Mstep: Class 9 contains 2638 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 2872 members 
Mstep: Class 16 contains 43708 members 
Mstep: Class 19 contains 131646 members 
Mstep: Class 21 contains 1523 members 
Mstep: Class 22 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104252624.000000 Penalty: 50891.417969
Iteration 32Q: 16 clusters Score -1.042526e+08 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4335 members 
Mstep: Class 3 contains 66918 members 
Mstep: Class 4 contains 310897 members 
Mstep: Class 5 contains 4826 members 
Mstep: Class 6 contains 45101 members 
Mstep: Class 7 contains 13130 members 
Mstep: Class 8 contains 217259 members 
Mstep: Class 9 contains 2638 members 
Mstep: Class 12 contains 17552 members 
Mstep: Class 13 contains 2870 members 
Mstep: Class 16 contains 43324 members 
Mstep: Class 19 contains 135629 members 
Mstep: Class 21 contains 1523 members 
Mstep: Class 22 contains 4017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104253488.000000 Penalty: 50891.417969
Iteration 33Q: 16 clusters Score -1.042535e+08 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4340 members 
Mstep: Class 3 contains 66732 members 
Mstep: Class 4 contains 308260 members 
Mstep: Class 5 contains 4742 members 
Mstep: Class 6 contains 45841 members 
Mstep: Class 7 contains 13015 members 
Mstep: Class 8 contains 216000 members 
Mstep: Class 9 contains 2638 members 
Mstep: Class 12 contains 17341 members 
Mstep: Class 13 contains 2872 members 
Mstep: Class 16 contains 42991 members 
Mstep: Class 19 contains 139690 members 
Mstep: Class 21 contains 1522 members 
Mstep: Class 22 contains 4010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104255440.000000 Penalty: 50891.417969
Iteration 34Q: 16 clusters Score -1.042554e+08 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4345 members 
Mstep: Class 3 contains 66515 members 
Mstep: Class 4 contains 305638 members 
Mstep: Class 5 contains 4661 members 
Mstep: Class 6 contains 46530 members 
Mstep: Class 7 contains 12903 members 
Mstep: Class 8 contains 214836 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 12 contains 17105 members 
Mstep: Class 13 contains 2871 members 
Mstep: Class 16 contains 42696 members 
Mstep: Class 19 contains 143690 members 
Mstep: Class 21 contains 1523 members 
Mstep: Class 22 contains 4003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104257856.000000 Penalty: 50891.417969
Iteration 35Q: 16 clusters Score -1.042579e+08 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4351 members 
Mstep: Class 3 contains 66297 members 
Mstep: Class 4 contains 303146 members 
Mstep: Class 5 contains 4598 members 
Mstep: Class 6 contains 47166 members 
Mstep: Class 7 contains 12789 members 
Mstep: Class 8 contains 213656 members 
Mstep: Class 9 contains 2640 members 
Mstep: Class 12 contains 16830 members 
Mstep: Class 13 contains 2870 members 
Mstep: Class 16 contains 42380 members 
Mstep: Class 19 contains 147659 members 
Mstep: Class 21 contains 1523 members 
Mstep: Class 22 contains 4002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104259848.000000 Penalty: 50891.417969
Iteration 36Q: 16 clusters Score -1.042598e+08 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4351 members 
Mstep: Class 3 contains 66062 members 
Mstep: Class 4 contains 300702 members 
Mstep: Class 5 contains 4547 members 
Mstep: Class 6 contains 47753 members 
Mstep: Class 7 contains 12665 members 
Mstep: Class 8 contains 212553 members 
Mstep: Class 9 contains 2642 members 
Mstep: Class 12 contains 16553 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 16 contains 42051 members 
Mstep: Class 19 contains 151592 members 
Mstep: Class 21 contains 1523 members 
Mstep: Class 22 contains 4003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104261016.000000 Penalty: 50891.417969
Iteration 37Q: 16 clusters Score -1.04261e+08 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4350 members 
Mstep: Class 3 contains 65842 members 
Mstep: Class 4 contains 298086 members 
Mstep: Class 5 contains 4490 members 
Mstep: Class 6 contains 48312 members 
Mstep: Class 7 contains 12543 members 
Mstep: Class 8 contains 211684 members 
Mstep: Class 9 contains 2642 members 
Mstep: Class 12 contains 16297 members 
Mstep: Class 13 contains 2867 members 
Mstep: Class 16 contains 41691 members 
Mstep: Class 19 contains 155492 members 
Mstep: Class 21 contains 1523 members 
Mstep: Class 22 contains 4005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104262680.000000 Penalty: 50891.417969
Iteration 38Q: 16 clusters Score -1.042627e+08 nChanged 9502
Entering ConstructFrom: 
Score: -104262680.000000 Penalty: 50891.417969
Entering ConstructFrom: 
Trying to split cluster 1 (3882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Entering Unmasked Estep 
Score: -468294.968750 Penalty: 2049.498291
	Iteration 0F: 2 clusters Score -468295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -464458.750000 Penalty: 4098.996582
	Iteration 0F: 3 clusters Score -464458.8 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -465355.218750 Penalty: 4098.996582
	Iteration 1F: 3 clusters Score -465355.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -465523.750000 Penalty: 4098.996582
	Iteration 2F: 3 clusters Score -465523.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -465621.250000 Penalty: 4098.996582
	Iteration 3Q: 3 clusters Score -465621.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -465687.281250 Penalty: 4098.996582
	Iteration 4Q: 3 clusters Score -465687.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -465721.656250 Penalty: 4098.996582
	Iteration 5Q: 3 clusters Score -465721.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -465738.531250 Penalty: 4098.996582
	Iteration 6Q: 3 clusters Score -465738.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -465748.812500 Penalty: 4098.996582
	Iteration 7Q: 3 clusters Score -465748.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -465758.562500 Penalty: 4098.996582
	Iteration 8Q: 3 clusters Score -465758.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -465768.000000 Penalty: 4098.996582
	Iteration 9Q: 3 clusters Score -465768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -465781.750000 Penalty: 4098.996582
	Iteration 10Q: 3 clusters Score -465781.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -465793.906250 Penalty: 4098.996582
	Iteration 11Q: 3 clusters Score -465793.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -465805.500000 Penalty: 4098.996582
	Iteration 12Q: 3 clusters Score -465805.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -465812.937500 Penalty: 4098.996582
	Iteration 13Q: 3 clusters Score -465812.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -465821.718750 Penalty: 4098.996582
	Iteration 14Q: 3 clusters Score -465821.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -465828.656250 Penalty: 4098.996582
	Iteration 15Q: 3 clusters Score -465828.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -465838.031250 Penalty: 4098.996582
	Iteration 16Q: 3 clusters Score -465838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -465846.218750 Penalty: 4098.996582
	Iteration 17Q: 3 clusters Score -465846.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -465851.781250 Penalty: 4098.996582
	Iteration 18Q: 3 clusters Score -465851.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -465857.062500 Penalty: 4098.996582
	Iteration 19Q: 3 clusters Score -465857.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -465863.812500 Penalty: 4098.996582
	Iteration 20F: 3 clusters Score -465863.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -465869.156250 Penalty: 4098.996582
	Iteration 21Q: 3 clusters Score -465869.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -465874.375000 Penalty: 4098.996582
	Iteration 22Q: 3 clusters Score -465874.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -465876.218750 Penalty: 4098.996582
	Iteration 23Q: 3 clusters Score -465876.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -465878.343750 Penalty: 4098.996582
	Iteration 24Q: 3 clusters Score -465878.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -465879.500000 Penalty: 4098.996582
	Iteration 25Q: 3 clusters Score -465879.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -465881.562500 Penalty: 4098.996582
	Iteration 26Q: 3 clusters Score -465881.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -465882.812500 Penalty: 4098.996582
	Iteration 27Q: 3 clusters Score -465882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -465883.343750 Penalty: 4098.996582
	Iteration 28Q: 3 clusters Score -465883.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -465882.625000 Penalty: 4098.996582
	Iteration 29Q: 3 clusters Score -465882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -465882.625000 Penalty: 4098.996582
	Iteration 30F: 3 clusters Score -465882.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Entering Unmasked Estep 
Score: -479030.156250 Penalty: 2078.011719
	Iteration 0F: 2 clusters Score -479030.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -475222.625000 Penalty: 4156.023438
	Iteration 0F: 3 clusters Score -475222.6 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -476639.656250 Penalty: 4156.023438
	Iteration 1F: 3 clusters Score -476639.7 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -477457.937500 Penalty: 4156.023438
	Iteration 2F: 3 clusters Score -477457.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -478762.562500 Penalty: 4156.023438
	Iteration 3F: 3 clusters Score -478762.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -480481.031250 Penalty: 4156.023438
	Iteration 4F: 3 clusters Score -480481 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -482008.312500 Penalty: 4156.023438
	Iteration 5F: 3 clusters Score -482008.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -482489.625000 Penalty: 4156.023438
	Iteration 6Q: 3 clusters Score -482489.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -482547.968750 Penalty: 4156.023438
	Iteration 7Q: 3 clusters Score -482548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -482557.187500 Penalty: 4156.023438
	Iteration 8Q: 3 clusters Score -482557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -482558.937500 Penalty: 4156.023438
	Iteration 9Q: 3 clusters Score -482558.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -482559.750000 Penalty: 4156.023438
	Iteration 10Q: 3 clusters Score -482559.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -482559.750000 Penalty: 4156.023438
	Iteration 11F: 3 clusters Score -482559.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 65584 members 
Mstep: Class 4 contains 295593 members 
Mstep: Class 5 contains 4447 members 
Mstep: Class 6 contains 48810 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 210901 members 
Mstep: Class 9 contains 2641 members 
Mstep: Class 10 contains 3819 members 
Mstep: Class 12 contains 15997 members 
Mstep: Class 13 contains 2866 members 
Mstep: Class 16 contains 41287 members 
Mstep: Class 19 contains 159321 members 
Mstep: Class 21 contains 1523 members 
Mstep: Class 22 contains 4017 members 
Entering Unmasked Estep 
Score: -104265504.000000 Penalty: 54284.179688
Splitting cluster 2 changes total score from -104262680.000000 to -104265504.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 3 (65584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65584 members 
Entering Unmasked Estep 
Score: -8046337.000000 Penalty: 2750.589600
	Iteration 0F: 2 clusters Score -8046337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -8002493.500000 Penalty: 5501.179199
	Iteration 0F: 3 clusters Score -8002494 nChanged 30449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -8019123.500000 Penalty: 5501.179199
	Iteration 1F: 3 clusters Score -8019124 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -8019653.500000 Penalty: 5501.179199
	Iteration 2Q: 3 clusters Score -8019654 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -8020133.500000 Penalty: 5501.179199
	Iteration 3Q: 3 clusters Score -8020134 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -8020580.000000 Penalty: 5501.179199
	Iteration 4Q: 3 clusters Score -8020580 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -8021136.500000 Penalty: 5501.179199
	Iteration 5Q: 3 clusters Score -8021136 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -8021823.000000 Penalty: 5501.179199
	Iteration 6Q: 3 clusters Score -8021823 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -8022720.000000 Penalty: 5501.179199
	Iteration 7Q: 3 clusters Score -8022720 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -8024060.500000 Penalty: 5501.179199
	Iteration 8Q: 3 clusters Score -8024060 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -8025991.000000 Penalty: 5501.179199
	Iteration 9F: 3 clusters Score -8025991 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -8028749.500000 Penalty: 5501.179199
	Iteration 10F: 3 clusters Score -8028750 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -8032593.000000 Penalty: 5501.179199
	Iteration 11F: 3 clusters Score -8032593 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -8036426.000000 Penalty: 5501.179199
	Iteration 12F: 3 clusters Score -8036426 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -8038712.500000 Penalty: 5501.179199
	Iteration 13Q: 3 clusters Score -8038712 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -8039649.000000 Penalty: 5501.179199
	Iteration 14Q: 3 clusters Score -8039649 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -8040170.500000 Penalty: 5501.179199
	Iteration 15Q: 3 clusters Score -8040170 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -8040498.500000 Penalty: 5501.179199
	Iteration 16Q: 3 clusters Score -8040498 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -8040774.500000 Penalty: 5501.179199
	Iteration 17Q: 3 clusters Score -8040774 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -8041003.500000 Penalty: 5501.179199
	Iteration 18Q: 3 clusters Score -8041004 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -8041194.000000 Penalty: 5501.179199
	Iteration 19Q: 3 clusters Score -8041194 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -8041346.500000 Penalty: 5501.179199
	Iteration 20F: 3 clusters Score -8041346 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -8041494.000000 Penalty: 5501.179199
	Iteration 21Q: 3 clusters Score -8041494 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -8041587.000000 Penalty: 5501.179199
	Iteration 22Q: 3 clusters Score -8041587 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -8041707.000000 Penalty: 5501.179199
	Iteration 23Q: 3 clusters Score -8041707 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -8041805.000000 Penalty: 5501.179199
	Iteration 24Q: 3 clusters Score -8041805 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -8041903.500000 Penalty: 5501.179199
	Iteration 25Q: 3 clusters Score -8041904 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -8041974.500000 Penalty: 5501.179199
	Iteration 26Q: 3 clusters Score -8041974 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -8042033.000000 Penalty: 5501.179199
	Iteration 27Q: 3 clusters Score -8042033 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -8042132.500000 Penalty: 5501.179199
	Iteration 28Q: 3 clusters Score -8042132 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -8042211.500000 Penalty: 5501.179199
	Iteration 29Q: 3 clusters Score -8042212 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -8042322.000000 Penalty: 5501.179199
	Iteration 30Q: 3 clusters Score -8042322 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -8042397.500000 Penalty: 5501.179199
	Iteration 31Q: 3 clusters Score -8042398 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -8042497.000000 Penalty: 5501.179199
	Iteration 32Q: 3 clusters Score -8042497 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -8042569.500000 Penalty: 5501.179199
	Iteration 33Q: 3 clusters Score -8042570 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -8042670.500000 Penalty: 5501.179199
	Iteration 34Q: 3 clusters Score -8042670 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -8042750.000000 Penalty: 5501.179199
	Iteration 35Q: 3 clusters Score -8042750 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -8042807.000000 Penalty: 5501.179199
	Iteration 36Q: 3 clusters Score -8042807 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -8042892.000000 Penalty: 5501.179199
	Iteration 37Q: 3 clusters Score -8042892 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -8042975.500000 Penalty: 5501.179199
	Iteration 38Q: 3 clusters Score -8042976 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -8043033.500000 Penalty: 5501.179199
	Iteration 39Q: 3 clusters Score -8043034 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -8043103.000000 Penalty: 5501.179199
	Iteration 40F: 3 clusters Score -8043103 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -8043177.500000 Penalty: 5501.179199
	Iteration 41Q: 3 clusters Score -8043178 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -8043217.000000 Penalty: 5501.179199
	Iteration 42Q: 3 clusters Score -8043217 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -8043271.000000 Penalty: 5501.179199
	Iteration 43Q: 3 clusters Score -8043271 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -8043343.000000 Penalty: 5501.179199
	Iteration 44Q: 3 clusters Score -8043343 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -8043382.000000 Penalty: 5501.179199
	Iteration 45Q: 3 clusters Score -8043382 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61135 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -8043421.500000 Penalty: 5501.179199
	Iteration 46Q: 3 clusters Score -8043422 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -8043480.000000 Penalty: 5501.179199
	Iteration 47Q: 3 clusters Score -8043480 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -8043524.000000 Penalty: 5501.179199
	Iteration 48Q: 3 clusters Score -8043524 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -8043549.000000 Penalty: 5501.179199
	Iteration 49Q: 3 clusters Score -8043549 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61835 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -8043588.500000 Penalty: 5501.179199
	Iteration 50Q: 3 clusters Score -8043588 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61986 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -8043633.000000 Penalty: 5501.179199
	Iteration 51Q: 3 clusters Score -8043633 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -8043664.000000 Penalty: 5501.179199
	Iteration 52Q: 3 clusters Score -8043664 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -8043707.000000 Penalty: 5501.179199
	Iteration 53Q: 3 clusters Score -8043707 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -8043746.000000 Penalty: 5501.179199
	Iteration 54Q: 3 clusters Score -8043746 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -8043780.500000 Penalty: 5501.179199
	Iteration 55Q: 3 clusters Score -8043780 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -8043814.500000 Penalty: 5501.179199
	Iteration 56Q: 3 clusters Score -8043814 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -8043871.500000 Penalty: 5501.179199
	Iteration 57Q: 3 clusters Score -8043872 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62905 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -8043891.000000 Penalty: 5501.179199
	Iteration 58Q: 3 clusters Score -8043891 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -8043927.000000 Penalty: 5501.179199
	Iteration 59Q: 3 clusters Score -8043927 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -8043942.000000 Penalty: 5501.179199
	Iteration 60F: 3 clusters Score -8043942 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -8043949.500000 Penalty: 5501.179199
	Iteration 61Q: 3 clusters Score -8043950 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -8043967.000000 Penalty: 5501.179199
	Iteration 62Q: 3 clusters Score -8043967 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63319 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8043985.500000 Penalty: 5501.179199
	Iteration 63Q: 3 clusters Score -8043986 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63372 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8044006.500000 Penalty: 5501.179199
	Iteration 64Q: 3 clusters Score -8044006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63423 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -8044010.500000 Penalty: 5501.179199
	Iteration 65Q: 3 clusters Score -8044010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63471 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8044041.000000 Penalty: 5501.179199
	Iteration 66Q: 3 clusters Score -8044041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8044043.500000 Penalty: 5501.179199
	Iteration 67Q: 3 clusters Score -8044044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63520 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8044058.000000 Penalty: 5501.179199
	Iteration 68Q: 3 clusters Score -8044058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63540 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8044062.000000 Penalty: 5501.179199
	Iteration 69Q: 3 clusters Score -8044062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8044070.000000 Penalty: 5501.179199
	Iteration 70Q: 3 clusters Score -8044070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -8044076.000000 Penalty: 5501.179199
	Iteration 71Q: 3 clusters Score -8044076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8044083.000000 Penalty: 5501.179199
	Iteration 72Q: 3 clusters Score -8044083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -8044076.000000 Penalty: 5501.179199
	Iteration 73Q: 3 clusters Score -8044076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -8044075.500000 Penalty: 5501.179199
	Iteration 74Q: 3 clusters Score -8044076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8044070.000000 Penalty: 5501.179199
	Iteration 75Q: 3 clusters Score -8044070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63652 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8044070.000000 Penalty: 5501.179199
	Iteration 76Q: 3 clusters Score -8044070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -8044069.000000 Penalty: 5501.179199
	Iteration 77Q: 3 clusters Score -8044069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8044073.000000 Penalty: 5501.179199
	Iteration 78Q: 3 clusters Score -8044073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63683 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8044086.000000 Penalty: 5501.179199
	Iteration 79Q: 3 clusters Score -8044086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -8044078.000000 Penalty: 5501.179199
	Iteration 80F: 3 clusters Score -8044078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63692 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -8044074.500000 Penalty: 5501.179199
	Iteration 81Q: 3 clusters Score -8044074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8044076.000000 Penalty: 5501.179199
	Iteration 82Q: 3 clusters Score -8044076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63695 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8044079.000000 Penalty: 5501.179199
	Iteration 83Q: 3 clusters Score -8044079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -8044079.500000 Penalty: 5501.179199
	Iteration 84Q: 3 clusters Score -8044080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -8044077.500000 Penalty: 5501.179199
	Iteration 85Q: 3 clusters Score -8044078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8044072.500000 Penalty: 5501.179199
	Iteration 86Q: 3 clusters Score -8044072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -8044070.000000 Penalty: 5501.179199
	Iteration 87Q: 3 clusters Score -8044070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63703 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -8044069.000000 Penalty: 5501.179199
	Iteration 88Q: 3 clusters Score -8044069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63705 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8044066.500000 Penalty: 5501.179199
	Iteration 89Q: 3 clusters Score -8044066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8044063.000000 Penalty: 5501.179199
	Iteration 90Q: 3 clusters Score -8044063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8044072.000000 Penalty: 5501.179199
	Iteration 91Q: 3 clusters Score -8044072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -8044071.500000 Penalty: 5501.179199
	Iteration 92Q: 3 clusters Score -8044072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8044072.000000 Penalty: 5501.179199
	Iteration 93Q: 3 clusters Score -8044072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8044076.500000 Penalty: 5501.179199
	Iteration 94Q: 3 clusters Score -8044076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63734 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8044078.000000 Penalty: 5501.179199
	Iteration 95Q: 3 clusters Score -8044078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8044075.000000 Penalty: 5501.179199
	Iteration 96Q: 3 clusters Score -8044075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -8044068.500000 Penalty: 5501.179199
	Iteration 97Q: 3 clusters Score -8044068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8044071.500000 Penalty: 5501.179199
	Iteration 98Q: 3 clusters Score -8044072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63745 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -8044062.500000 Penalty: 5501.179199
	Iteration 99Q: 3 clusters Score -8044062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8044073.000000 Penalty: 5501.179199
	Iteration 100F: 3 clusters Score -8044073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8044068.500000 Penalty: 5501.179199
	Iteration 101Q: 3 clusters Score -8044068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -8044067.500000 Penalty: 5501.179199
	Iteration 102Q: 3 clusters Score -8044068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8044061.500000 Penalty: 5501.179199
	Iteration 103Q: 3 clusters Score -8044062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8044066.500000 Penalty: 5501.179199
	Iteration 104Q: 3 clusters Score -8044066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8044066.000000 Penalty: 5501.179199
	Iteration 105Q: 3 clusters Score -8044066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63768 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8044067.500000 Penalty: 5501.179199
	Iteration 106Q: 3 clusters Score -8044068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8044071.000000 Penalty: 5501.179199
	Iteration 107Q: 3 clusters Score -8044071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -8044074.500000 Penalty: 5501.179199
	Iteration 108Q: 3 clusters Score -8044074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8044073.500000 Penalty: 5501.179199
	Iteration 109Q: 3 clusters Score -8044074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -8044074.000000 Penalty: 5501.179199
	Iteration 110Q: 3 clusters Score -8044074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -8044074.000000 Penalty: 5501.179199
	Iteration 111F: 3 clusters Score -8044074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (295593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295593 members 
Entering Unmasked Estep 
Score: -35772396.000000 Penalty: 3123.991211
	Iteration 0F: 2 clusters Score -3.57724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148081 members 
Mstep: Class 2 contains 147512 members 
Entering Unmasked Estep 
Score: -35593840.000000 Penalty: 6247.982422
	Iteration 0F: 3 clusters Score -3.559384e+07 nChanged 143170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154273 members 
Mstep: Class 2 contains 141320 members 
Entering Unmasked Estep 
Score: -35679112.000000 Penalty: 6247.982422
	Iteration 1F: 3 clusters Score -3.567911e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157907 members 
Mstep: Class 2 contains 137686 members 
Entering Unmasked Estep 
Score: -35680700.000000 Penalty: 6247.982422
	Iteration 2Q: 3 clusters Score -3.56807e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163382 members 
Mstep: Class 2 contains 132211 members 
Entering Unmasked Estep 
Score: -35682908.000000 Penalty: 6247.982422
	Iteration 3Q: 3 clusters Score -3.568291e+07 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171405 members 
Mstep: Class 2 contains 124188 members 
Entering Unmasked Estep 
Score: -35687048.000000 Penalty: 6247.982422
	Iteration 4Q: 3 clusters Score -3.568705e+07 nChanged 14253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182794 members 
Mstep: Class 2 contains 112799 members 
Entering Unmasked Estep 
Score: -35693740.000000 Penalty: 6247.982422
	Iteration 5Q: 3 clusters Score -3.569374e+07 nChanged 17504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197534 members 
Mstep: Class 2 contains 98059 members 
Entering Unmasked Estep 
Score: -35704412.000000 Penalty: 6247.982422
	Iteration 6F: 3 clusters Score -3.570441e+07 nChanged 20120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215166 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -35718876.000000 Penalty: 6247.982422
	Iteration 7F: 3 clusters Score -3.571888e+07 nChanged 19592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231882 members 
Mstep: Class 2 contains 63711 members 
Entering Unmasked Estep 
Score: -35733632.000000 Penalty: 6247.982422
	Iteration 8F: 3 clusters Score -3.573363e+07 nChanged 15394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243436 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -35744484.000000 Penalty: 6247.982422
	Iteration 9F: 3 clusters Score -3.574448e+07 nChanged 10880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250454 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -35750104.000000 Penalty: 6247.982422
	Iteration 10Q: 3 clusters Score -3.57501e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255159 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -35752856.000000 Penalty: 6247.982422
	Iteration 11Q: 3 clusters Score -3.575286e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259119 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -35754636.000000 Penalty: 6247.982422
	Iteration 12Q: 3 clusters Score -3.575464e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262556 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -35756244.000000 Penalty: 6247.982422
	Iteration 13Q: 3 clusters Score -3.575624e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265585 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -35757652.000000 Penalty: 6247.982422
	Iteration 14Q: 3 clusters Score -3.575765e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268328 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -35758688.000000 Penalty: 6247.982422
	Iteration 15Q: 3 clusters Score -3.575869e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270911 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -35759948.000000 Penalty: 6247.982422
	Iteration 16Q: 3 clusters Score -3.575995e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273264 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -35761160.000000 Penalty: 6247.982422
	Iteration 17Q: 3 clusters Score -3.576116e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275368 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -35762104.000000 Penalty: 6247.982422
	Iteration 18Q: 3 clusters Score -3.57621e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277328 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -35763088.000000 Penalty: 6247.982422
	Iteration 19Q: 3 clusters Score -3.576309e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279064 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -35763892.000000 Penalty: 6247.982422
	Iteration 20F: 3 clusters Score -3.576389e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280681 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -35764776.000000 Penalty: 6247.982422
	Iteration 21Q: 3 clusters Score -3.576478e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282195 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -35765536.000000 Penalty: 6247.982422
	Iteration 22Q: 3 clusters Score -3.576554e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283521 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -35766024.000000 Penalty: 6247.982422
	Iteration 23Q: 3 clusters Score -3.576602e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284713 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -35766760.000000 Penalty: 6247.982422
	Iteration 24Q: 3 clusters Score -3.576676e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285768 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -35767468.000000 Penalty: 6247.982422
	Iteration 25Q: 3 clusters Score -3.576747e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286664 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -35767940.000000 Penalty: 6247.982422
	Iteration 26Q: 3 clusters Score -3.576794e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287440 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -35768572.000000 Penalty: 6247.982422
	Iteration 27Q: 3 clusters Score -3.576857e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288121 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -35768972.000000 Penalty: 6247.982422
	Iteration 28Q: 3 clusters Score -3.576897e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288700 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -35769408.000000 Penalty: 6247.982422
	Iteration 29Q: 3 clusters Score -3.576941e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289229 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -35769788.000000 Penalty: 6247.982422
	Iteration 30Q: 3 clusters Score -3.576979e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289691 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -35770044.000000 Penalty: 6247.982422
	Iteration 31Q: 3 clusters Score -3.577004e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290060 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -35770232.000000 Penalty: 6247.982422
	Iteration 32Q: 3 clusters Score -3.577023e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290363 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -35770428.000000 Penalty: 6247.982422
	Iteration 33Q: 3 clusters Score -3.577043e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290639 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -35770608.000000 Penalty: 6247.982422
	Iteration 34Q: 3 clusters Score -3.577061e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290850 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -35770656.000000 Penalty: 6247.982422
	Iteration 35Q: 3 clusters Score -3.577066e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291034 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -35770704.000000 Penalty: 6247.982422
	Iteration 36Q: 3 clusters Score -3.57707e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291183 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -35770872.000000 Penalty: 6247.982422
	Iteration 37Q: 3 clusters Score -3.577087e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291305 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -35770892.000000 Penalty: 6247.982422
	Iteration 38Q: 3 clusters Score -3.577089e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291427 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -35770952.000000 Penalty: 6247.982422
	Iteration 39Q: 3 clusters Score -3.577095e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291526 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -35771004.000000 Penalty: 6247.982422
	Iteration 40F: 3 clusters Score -3.5771e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291593 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -35771120.000000 Penalty: 6247.982422
	Iteration 41Q: 3 clusters Score -3.577112e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291662 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -35771172.000000 Penalty: 6247.982422
	Iteration 42Q: 3 clusters Score -3.577117e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291718 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -35771172.000000 Penalty: 6247.982422
	Iteration 43Q: 3 clusters Score -3.577117e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291770 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -35771184.000000 Penalty: 6247.982422
	Iteration 44Q: 3 clusters Score -3.577118e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291818 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -35771200.000000 Penalty: 6247.982422
	Iteration 45Q: 3 clusters Score -3.57712e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291845 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -35771204.000000 Penalty: 6247.982422
	Iteration 46Q: 3 clusters Score -3.57712e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291870 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -35771196.000000 Penalty: 6247.982422
	Iteration 47Q: 3 clusters Score -3.57712e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291906 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -35771240.000000 Penalty: 6247.982422
	Iteration 48Q: 3 clusters Score -3.577124e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291929 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -35771212.000000 Penalty: 6247.982422
	Iteration 49Q: 3 clusters Score -3.577121e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291950 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -35771236.000000 Penalty: 6247.982422
	Iteration 50Q: 3 clusters Score -3.577124e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291973 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -35771232.000000 Penalty: 6247.982422
	Iteration 51Q: 3 clusters Score -3.577123e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291984 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -35771268.000000 Penalty: 6247.982422
	Iteration 52Q: 3 clusters Score -3.577127e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291990 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -35771248.000000 Penalty: 6247.982422
	Iteration 53Q: 3 clusters Score -3.577125e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291993 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -35771264.000000 Penalty: 6247.982422
	Iteration 54Q: 3 clusters Score -3.577126e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292003 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -35771264.000000 Penalty: 6247.982422
	Iteration 55Q: 3 clusters Score -3.577126e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292010 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -35771244.000000 Penalty: 6247.982422
	Iteration 56Q: 3 clusters Score -3.577124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292015 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -35771260.000000 Penalty: 6247.982422
	Iteration 57Q: 3 clusters Score -3.577126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292018 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -35771264.000000 Penalty: 6247.982422
	Iteration 58Q: 3 clusters Score -3.577126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292021 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -35771252.000000 Penalty: 6247.982422
	Iteration 59Q: 3 clusters Score -3.577125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292021 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -35771240.000000 Penalty: 6247.982422
	Iteration 60F: 3 clusters Score -3.577124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292020 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -35771232.000000 Penalty: 6247.982422
	Iteration 61Q: 3 clusters Score -3.577123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292018 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -35771248.000000 Penalty: 6247.982422
	Iteration 62Q: 3 clusters Score -3.577125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292017 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -35771248.000000 Penalty: 6247.982422
	Iteration 63Q: 3 clusters Score -3.577125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292016 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -35771248.000000 Penalty: 6247.982422
	Iteration 64Q: 3 clusters Score -3.577125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292016 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -35771240.000000 Penalty: 6247.982422
	Iteration 65Q: 3 clusters Score -3.577124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292018 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -35771252.000000 Penalty: 6247.982422
	Iteration 66Q: 3 clusters Score -3.577125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292021 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -35771256.000000 Penalty: 6247.982422
	Iteration 67Q: 3 clusters Score -3.577126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292020 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -35771252.000000 Penalty: 6247.982422
	Iteration 68Q: 3 clusters Score -3.577125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292018 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -35771252.000000 Penalty: 6247.982422
	Iteration 69Q: 3 clusters Score -3.577125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292021 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -35771252.000000 Penalty: 6247.982422
	Iteration 70Q: 3 clusters Score -3.577125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292019 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -35771232.000000 Penalty: 6247.982422
	Iteration 71Q: 3 clusters Score -3.577123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292018 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -35771240.000000 Penalty: 6247.982422
	Iteration 72Q: 3 clusters Score -3.577124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292020 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -35771232.000000 Penalty: 6247.982422
	Iteration 73Q: 3 clusters Score -3.577123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292018 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -35771264.000000 Penalty: 6247.982422
	Iteration 74Q: 3 clusters Score -3.577126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292021 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -35771268.000000 Penalty: 6247.982422
	Iteration 75Q: 3 clusters Score -3.577127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292024 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -35771300.000000 Penalty: 6247.982422
	Iteration 76Q: 3 clusters Score -3.57713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292028 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -35771276.000000 Penalty: 6247.982422
	Iteration 77Q: 3 clusters Score -3.577128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292032 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -35771284.000000 Penalty: 6247.982422
	Iteration 78Q: 3 clusters Score -3.577128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292034 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -35771284.000000 Penalty: 6247.982422
	Iteration 79Q: 3 clusters Score -3.577128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292035 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -35771280.000000 Penalty: 6247.982422
	Iteration 80F: 3 clusters Score -3.577128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292035 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -35771276.000000 Penalty: 6247.982422
	Iteration 81Q: 3 clusters Score -3.577128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292038 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -35771284.000000 Penalty: 6247.982422
	Iteration 82Q: 3 clusters Score -3.577128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292042 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -35771292.000000 Penalty: 6247.982422
	Iteration 83Q: 3 clusters Score -3.577129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292044 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -35771276.000000 Penalty: 6247.982422
	Iteration 84Q: 3 clusters Score -3.577128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292047 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -35771292.000000 Penalty: 6247.982422
	Iteration 85Q: 3 clusters Score -3.577129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292049 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -35771304.000000 Penalty: 6247.982422
	Iteration 86Q: 3 clusters Score -3.57713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292050 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -35771324.000000 Penalty: 6247.982422
	Iteration 87Q: 3 clusters Score -3.577132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292051 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -35771300.000000 Penalty: 6247.982422
	Iteration 88Q: 3 clusters Score -3.57713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292051 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -35771300.000000 Penalty: 6247.982422
	Iteration 89F: 3 clusters Score -3.57713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Entering Unmasked Estep 
Score: -527004.437500 Penalty: 2083.196289
	Iteration 0F: 2 clusters Score -527004.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -522803.531250 Penalty: 4166.392578
	Iteration 0F: 3 clusters Score -522803.5 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -523704.406250 Penalty: 4166.392578
	Iteration 1F: 3 clusters Score -523704.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -523880.187500 Penalty: 4166.392578
	Iteration 2F: 3 clusters Score -523880.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -523978.687500 Penalty: 4166.392578
	Iteration 3Q: 3 clusters Score -523978.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -524050.812500 Penalty: 4166.392578
	Iteration 4Q: 3 clusters Score -524050.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -524096.875000 Penalty: 4166.392578
	Iteration 5Q: 3 clusters Score -524096.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -524138.718750 Penalty: 4166.392578
	Iteration 6Q: 3 clusters Score -524138.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -524170.562500 Penalty: 4166.392578
	Iteration 7Q: 3 clusters Score -524170.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -524196.656250 Penalty: 4166.392578
	Iteration 8Q: 3 clusters Score -524196.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -524218.250000 Penalty: 4166.392578
	Iteration 9Q: 3 clusters Score -524218.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -524227.937500 Penalty: 4166.392578
	Iteration 10Q: 3 clusters Score -524227.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -524238.375000 Penalty: 4166.392578
	Iteration 11Q: 3 clusters Score -524238.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -524248.312500 Penalty: 4166.392578
	Iteration 12Q: 3 clusters Score -524248.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -524257.656250 Penalty: 4166.392578
	Iteration 13Q: 3 clusters Score -524257.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -524265.718750 Penalty: 4166.392578
	Iteration 14Q: 3 clusters Score -524265.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -524271.218750 Penalty: 4166.392578
	Iteration 15Q: 3 clusters Score -524271.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -524276.218750 Penalty: 4166.392578
	Iteration 16Q: 3 clusters Score -524276.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -524280.562500 Penalty: 4166.392578
	Iteration 17Q: 3 clusters Score -524280.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -524289.125000 Penalty: 4166.392578
	Iteration 18Q: 3 clusters Score -524289.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -524297.750000 Penalty: 4166.392578
	Iteration 19Q: 3 clusters Score -524297.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -524307.500000 Penalty: 4166.392578
	Iteration 20F: 3 clusters Score -524307.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -524316.812500 Penalty: 4166.392578
	Iteration 21Q: 3 clusters Score -524316.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -524324.687500 Penalty: 4166.392578
	Iteration 22Q: 3 clusters Score -524324.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -524333.687500 Penalty: 4166.392578
	Iteration 23Q: 3 clusters Score -524333.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -524343.125000 Penalty: 4166.392578
	Iteration 24Q: 3 clusters Score -524343.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -524356.125000 Penalty: 4166.392578
	Iteration 25Q: 3 clusters Score -524356.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -524371.187500 Penalty: 4166.392578
	Iteration 26Q: 3 clusters Score -524371.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -524384.937500 Penalty: 4166.392578
	Iteration 27Q: 3 clusters Score -524384.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -524400.625000 Penalty: 4166.392578
	Iteration 28Q: 3 clusters Score -524400.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -524417.812500 Penalty: 4166.392578
	Iteration 29Q: 3 clusters Score -524417.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -524434.625000 Penalty: 4166.392578
	Iteration 30Q: 3 clusters Score -524434.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -524452.562500 Penalty: 4166.392578
	Iteration 31Q: 3 clusters Score -524452.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -524473.937500 Penalty: 4166.392578
	Iteration 32Q: 3 clusters Score -524473.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -524494.312500 Penalty: 4166.392578
	Iteration 33Q: 3 clusters Score -524494.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -524519.625000 Penalty: 4166.392578
	Iteration 34Q: 3 clusters Score -524519.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -524542.750000 Penalty: 4166.392578
	Iteration 35Q: 3 clusters Score -524542.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -524569.125000 Penalty: 4166.392578
	Iteration 36Q: 3 clusters Score -524569.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -524593.500000 Penalty: 4166.392578
	Iteration 37Q: 3 clusters Score -524593.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -524621.125000 Penalty: 4166.392578
	Iteration 38Q: 3 clusters Score -524621.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -524649.250000 Penalty: 4166.392578
	Iteration 39Q: 3 clusters Score -524649.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -524691.125000 Penalty: 4166.392578
	Iteration 40F: 3 clusters Score -524691.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -524730.125000 Penalty: 4166.392578
	Iteration 41Q: 3 clusters Score -524730.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -524768.875000 Penalty: 4166.392578
	Iteration 42Q: 3 clusters Score -524768.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -524802.187500 Penalty: 4166.392578
	Iteration 43Q: 3 clusters Score -524802.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -524830.125000 Penalty: 4166.392578
	Iteration 44Q: 3 clusters Score -524830.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -524853.937500 Penalty: 4166.392578
	Iteration 45Q: 3 clusters Score -524853.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -524877.937500 Penalty: 4166.392578
	Iteration 46Q: 3 clusters Score -524877.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -524907.437500 Penalty: 4166.392578
	Iteration 47Q: 3 clusters Score -524907.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -524932.375000 Penalty: 4166.392578
	Iteration 48Q: 3 clusters Score -524932.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -524951.875000 Penalty: 4166.392578
	Iteration 49Q: 3 clusters Score -524951.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -524968.312500 Penalty: 4166.392578
	Iteration 50Q: 3 clusters Score -524968.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -524983.312500 Penalty: 4166.392578
	Iteration 51Q: 3 clusters Score -524983.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -524991.000000 Penalty: 4166.392578
	Iteration 52Q: 3 clusters Score -524991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -525003.562500 Penalty: 4166.392578
	Iteration 53Q: 3 clusters Score -525003.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -525018.687500 Penalty: 4166.392578
	Iteration 54Q: 3 clusters Score -525018.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -525043.937500 Penalty: 4166.392578
	Iteration 55Q: 3 clusters Score -525043.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -525066.812500 Penalty: 4166.392578
	Iteration 56Q: 3 clusters Score -525066.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -525087.875000 Penalty: 4166.392578
	Iteration 57Q: 3 clusters Score -525087.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -525103.750000 Penalty: 4166.392578
	Iteration 58Q: 3 clusters Score -525103.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -525116.687500 Penalty: 4166.392578
	Iteration 59Q: 3 clusters Score -525116.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -525124.562500 Penalty: 4166.392578
	Iteration 60F: 3 clusters Score -525124.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -525132.312500 Penalty: 4166.392578
	Iteration 61Q: 3 clusters Score -525132.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -525138.187500 Penalty: 4166.392578
	Iteration 62Q: 3 clusters Score -525138.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -525141.625000 Penalty: 4166.392578
	Iteration 63Q: 3 clusters Score -525141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -525143.625000 Penalty: 4166.392578
	Iteration 64Q: 3 clusters Score -525143.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -525146.375000 Penalty: 4166.392578
	Iteration 65Q: 3 clusters Score -525146.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -525149.375000 Penalty: 4166.392578
	Iteration 66Q: 3 clusters Score -525149.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -525154.187500 Penalty: 4166.392578
	Iteration 67Q: 3 clusters Score -525154.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -525163.000000 Penalty: 4166.392578
	Iteration 68Q: 3 clusters Score -525163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -525170.625000 Penalty: 4166.392578
	Iteration 69Q: 3 clusters Score -525170.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -525179.437500 Penalty: 4166.392578
	Iteration 70Q: 3 clusters Score -525179.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -525185.687500 Penalty: 4166.392578
	Iteration 71Q: 3 clusters Score -525185.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -525188.812500 Penalty: 4166.392578
	Iteration 72Q: 3 clusters Score -525188.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -525192.625000 Penalty: 4166.392578
	Iteration 73Q: 3 clusters Score -525192.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -525193.750000 Penalty: 4166.392578
	Iteration 74Q: 3 clusters Score -525193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -525195.562500 Penalty: 4166.392578
	Iteration 75Q: 3 clusters Score -525195.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -525195.562500 Penalty: 4166.392578
	Iteration 76F: 3 clusters Score -525195.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Entering Unmasked Estep 
Score: -6024253.000000 Penalty: 2677.331299
	Iteration 0F: 2 clusters Score -6024253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -5991240.000000 Penalty: 5354.662598
	Iteration 0F: 3 clusters Score -5991240 nChanged 22462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -6003551.500000 Penalty: 5354.662598
	Iteration 1F: 3 clusters Score -6003552 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -6004121.500000 Penalty: 5354.662598
	Iteration 2Q: 3 clusters Score -6004122 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -6004761.000000 Penalty: 5354.662598
	Iteration 3Q: 3 clusters Score -6004761 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -6005517.000000 Penalty: 5354.662598
	Iteration 4Q: 3 clusters Score -6005517 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -6006428.500000 Penalty: 5354.662598
	Iteration 5Q: 3 clusters Score -6006428 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -6007907.500000 Penalty: 5354.662598
	Iteration 6F: 3 clusters Score -6007908 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -6009875.500000 Penalty: 5354.662598
	Iteration 7F: 3 clusters Score -6009876 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -6012531.500000 Penalty: 5354.662598
	Iteration 8F: 3 clusters Score -6012532 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -6015687.000000 Penalty: 5354.662598
	Iteration 9F: 3 clusters Score -6015687 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -6018298.500000 Penalty: 5354.662598
	Iteration 10F: 3 clusters Score -6018298 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -6019539.000000 Penalty: 5354.662598
	Iteration 11Q: 3 clusters Score -6019539 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -6020083.500000 Penalty: 5354.662598
	Iteration 12Q: 3 clusters Score -6020084 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -6020304.500000 Penalty: 5354.662598
	Iteration 13Q: 3 clusters Score -6020304 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -6020507.000000 Penalty: 5354.662598
	Iteration 14Q: 3 clusters Score -6020507 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -6020645.500000 Penalty: 5354.662598
	Iteration 15Q: 3 clusters Score -6020646 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -6020779.500000 Penalty: 5354.662598
	Iteration 16Q: 3 clusters Score -6020780 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -6020869.000000 Penalty: 5354.662598
	Iteration 17Q: 3 clusters Score -6020869 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -6020916.500000 Penalty: 5354.662598
	Iteration 18Q: 3 clusters Score -6020916 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -6020976.500000 Penalty: 5354.662598
	Iteration 19Q: 3 clusters Score -6020976 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -6021058.500000 Penalty: 5354.662598
	Iteration 20F: 3 clusters Score -6021058 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -6021137.500000 Penalty: 5354.662598
	Iteration 21Q: 3 clusters Score -6021138 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -6021185.500000 Penalty: 5354.662598
	Iteration 22Q: 3 clusters Score -6021186 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -6021236.000000 Penalty: 5354.662598
	Iteration 23Q: 3 clusters Score -6021236 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -6021288.000000 Penalty: 5354.662598
	Iteration 24Q: 3 clusters Score -6021288 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -6021361.000000 Penalty: 5354.662598
	Iteration 25Q: 3 clusters Score -6021361 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -6021420.000000 Penalty: 5354.662598
	Iteration 26Q: 3 clusters Score -6021420 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -6021488.500000 Penalty: 5354.662598
	Iteration 27Q: 3 clusters Score -6021488 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -6021532.000000 Penalty: 5354.662598
	Iteration 28Q: 3 clusters Score -6021532 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -6021579.500000 Penalty: 5354.662598
	Iteration 29Q: 3 clusters Score -6021580 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -6021602.500000 Penalty: 5354.662598
	Iteration 30Q: 3 clusters Score -6021602 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -6021656.000000 Penalty: 5354.662598
	Iteration 31Q: 3 clusters Score -6021656 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -6021698.000000 Penalty: 5354.662598
	Iteration 32Q: 3 clusters Score -6021698 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -6021742.000000 Penalty: 5354.662598
	Iteration 33Q: 3 clusters Score -6021742 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -6021779.500000 Penalty: 5354.662598
	Iteration 34Q: 3 clusters Score -6021780 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -6021799.500000 Penalty: 5354.662598
	Iteration 35Q: 3 clusters Score -6021800 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -6021830.000000 Penalty: 5354.662598
	Iteration 36Q: 3 clusters Score -6021830 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -6021870.500000 Penalty: 5354.662598
	Iteration 37Q: 3 clusters Score -6021870 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -6021900.000000 Penalty: 5354.662598
	Iteration 38Q: 3 clusters Score -6021900 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -6021929.000000 Penalty: 5354.662598
	Iteration 39Q: 3 clusters Score -6021929 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -6021947.000000 Penalty: 5354.662598
	Iteration 40F: 3 clusters Score -6021947 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -6021971.000000 Penalty: 5354.662598
	Iteration 41Q: 3 clusters Score -6021971 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -6021987.000000 Penalty: 5354.662598
	Iteration 42Q: 3 clusters Score -6021987 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -6022000.500000 Penalty: 5354.662598
	Iteration 43Q: 3 clusters Score -6022000 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -6022018.000000 Penalty: 5354.662598
	Iteration 44Q: 3 clusters Score -6022018 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -6022043.000000 Penalty: 5354.662598
	Iteration 45Q: 3 clusters Score -6022043 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -6022043.000000 Penalty: 5354.662598
	Iteration 46Q: 3 clusters Score -6022043 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -6022056.000000 Penalty: 5354.662598
	Iteration 47Q: 3 clusters Score -6022056 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -6022086.500000 Penalty: 5354.662598
	Iteration 48Q: 3 clusters Score -6022086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -6022108.000000 Penalty: 5354.662598
	Iteration 49Q: 3 clusters Score -6022108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -6022118.000000 Penalty: 5354.662598
	Iteration 50Q: 3 clusters Score -6022118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -6022126.000000 Penalty: 5354.662598
	Iteration 51Q: 3 clusters Score -6022126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -6022131.000000 Penalty: 5354.662598
	Iteration 52Q: 3 clusters Score -6022131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -6022123.000000 Penalty: 5354.662598
	Iteration 53Q: 3 clusters Score -6022123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -6022135.000000 Penalty: 5354.662598
	Iteration 54Q: 3 clusters Score -6022135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -6022139.000000 Penalty: 5354.662598
	Iteration 55Q: 3 clusters Score -6022139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -6022133.000000 Penalty: 5354.662598
	Iteration 56Q: 3 clusters Score -6022133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -6022131.000000 Penalty: 5354.662598
	Iteration 57Q: 3 clusters Score -6022131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -6022135.000000 Penalty: 5354.662598
	Iteration 58Q: 3 clusters Score -6022135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -6022139.500000 Penalty: 5354.662598
	Iteration 59Q: 3 clusters Score -6022140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -6022155.500000 Penalty: 5354.662598
	Iteration 60F: 3 clusters Score -6022156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -6022157.000000 Penalty: 5354.662598
	Iteration 61Q: 3 clusters Score -6022157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -6022158.500000 Penalty: 5354.662598
	Iteration 62Q: 3 clusters Score -6022158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -6022160.000000 Penalty: 5354.662598
	Iteration 63Q: 3 clusters Score -6022160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -6022157.000000 Penalty: 5354.662598
	Iteration 64Q: 3 clusters Score -6022157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -6022162.000000 Penalty: 5354.662598
	Iteration 65Q: 3 clusters Score -6022162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -6022159.000000 Penalty: 5354.662598
	Iteration 66Q: 3 clusters Score -6022159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -6022159.500000 Penalty: 5354.662598
	Iteration 67Q: 3 clusters Score -6022160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -6022157.000000 Penalty: 5354.662598
	Iteration 68Q: 3 clusters Score -6022157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -6022156.500000 Penalty: 5354.662598
	Iteration 69Q: 3 clusters Score -6022156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -6022156.500000 Penalty: 5354.662598
	Iteration 70F: 3 clusters Score -6022156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Entering Unmasked Estep 
Score: -1447928.625000 Penalty: 2338.210938
	Iteration 0F: 2 clusters Score -1447929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1438662.750000 Penalty: 4676.421875
	Iteration 0F: 3 clusters Score -1438663 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1441524.750000 Penalty: 4676.421875
	Iteration 1F: 3 clusters Score -1441525 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1441886.250000 Penalty: 4676.421875
	Iteration 2F: 3 clusters Score -1441886 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1442187.125000 Penalty: 4676.421875
	Iteration 3F: 3 clusters Score -1442187 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1442500.375000 Penalty: 4676.421875
	Iteration 4Q: 3 clusters Score -1442500 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1442836.375000 Penalty: 4676.421875
	Iteration 5Q: 3 clusters Score -1442836 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1443272.375000 Penalty: 4676.421875
	Iteration 6F: 3 clusters Score -1443272 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1443775.500000 Penalty: 4676.421875
	Iteration 7F: 3 clusters Score -1443776 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1444320.125000 Penalty: 4676.421875
	Iteration 8F: 3 clusters Score -1444320 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1444882.750000 Penalty: 4676.421875
	Iteration 9F: 3 clusters Score -1444883 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1445347.250000 Penalty: 4676.421875
	Iteration 10Q: 3 clusters Score -1445347 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1445704.875000 Penalty: 4676.421875
	Iteration 11Q: 3 clusters Score -1445705 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1445939.375000 Penalty: 4676.421875
	Iteration 12Q: 3 clusters Score -1445939 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1446046.375000 Penalty: 4676.421875
	Iteration 13Q: 3 clusters Score -1446046 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1446094.875000 Penalty: 4676.421875
	Iteration 14Q: 3 clusters Score -1446095 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1446135.500000 Penalty: 4676.421875
	Iteration 15Q: 3 clusters Score -1446136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1446152.000000 Penalty: 4676.421875
	Iteration 16Q: 3 clusters Score -1446152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1446156.375000 Penalty: 4676.421875
	Iteration 17Q: 3 clusters Score -1446156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1446170.750000 Penalty: 4676.421875
	Iteration 18Q: 3 clusters Score -1446171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1446185.750000 Penalty: 4676.421875
	Iteration 19Q: 3 clusters Score -1446186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1446200.000000 Penalty: 4676.421875
	Iteration 20F: 3 clusters Score -1446200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1446208.000000 Penalty: 4676.421875
	Iteration 21Q: 3 clusters Score -1446208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1446213.000000 Penalty: 4676.421875
	Iteration 22Q: 3 clusters Score -1446213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1446215.000000 Penalty: 4676.421875
	Iteration 23Q: 3 clusters Score -1446215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1446217.750000 Penalty: 4676.421875
	Iteration 24Q: 3 clusters Score -1446218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1446215.250000 Penalty: 4676.421875
	Iteration 25Q: 3 clusters Score -1446215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1446215.250000 Penalty: 4676.421875
	Iteration 26F: 3 clusters Score -1446215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (210901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210901 members 
Entering Unmasked Estep 
Score: -25584026.000000 Penalty: 3040.267578
	Iteration 0F: 2 clusters Score -2.558403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105564 members 
Mstep: Class 2 contains 105337 members 
Entering Unmasked Estep 
Score: -25449656.000000 Penalty: 6080.535156
	Iteration 0F: 3 clusters Score -2.544966e+07 nChanged 101414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107074 members 
Mstep: Class 2 contains 103827 members 
Entering Unmasked Estep 
Score: -25509390.000000 Penalty: 6080.535156
	Iteration 1F: 3 clusters Score -2.550939e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107766 members 
Mstep: Class 2 contains 103135 members 
Entering Unmasked Estep 
Score: -25511034.000000 Penalty: 6080.535156
	Iteration 2Q: 3 clusters Score -2.551103e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108813 members 
Mstep: Class 2 contains 102088 members 
Entering Unmasked Estep 
Score: -25513230.000000 Penalty: 6080.535156
	Iteration 3Q: 3 clusters Score -2.551323e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110450 members 
Mstep: Class 2 contains 100451 members 
Entering Unmasked Estep 
Score: -25517090.000000 Penalty: 6080.535156
	Iteration 4Q: 3 clusters Score -2.551709e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112761 members 
Mstep: Class 2 contains 98140 members 
Entering Unmasked Estep 
Score: -25522644.000000 Penalty: 6080.535156
	Iteration 5Q: 3 clusters Score -2.552264e+07 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115243 members 
Mstep: Class 2 contains 95658 members 
Entering Unmasked Estep 
Score: -25529716.000000 Penalty: 6080.535156
	Iteration 6F: 3 clusters Score -2.552972e+07 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117580 members 
Mstep: Class 2 contains 93321 members 
Entering Unmasked Estep 
Score: -25538022.000000 Penalty: 6080.535156
	Iteration 7F: 3 clusters Score -2.553802e+07 nChanged 13724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119088 members 
Mstep: Class 2 contains 91813 members 
Entering Unmasked Estep 
Score: -25547896.000000 Penalty: 6080.535156
	Iteration 8F: 3 clusters Score -2.55479e+07 nChanged 13281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119781 members 
Mstep: Class 2 contains 91120 members 
Entering Unmasked Estep 
Score: -25556330.000000 Penalty: 6080.535156
	Iteration 9F: 3 clusters Score -2.555633e+07 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119979 members 
Mstep: Class 2 contains 90922 members 
Entering Unmasked Estep 
Score: -25561990.000000 Penalty: 6080.535156
	Iteration 10F: 3 clusters Score -2.556199e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120027 members 
Mstep: Class 2 contains 90874 members 
Entering Unmasked Estep 
Score: -25564228.000000 Penalty: 6080.535156
	Iteration 11Q: 3 clusters Score -2.556423e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120047 members 
Mstep: Class 2 contains 90854 members 
Entering Unmasked Estep 
Score: -25564964.000000 Penalty: 6080.535156
	Iteration 12Q: 3 clusters Score -2.556496e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120068 members 
Mstep: Class 2 contains 90833 members 
Entering Unmasked Estep 
Score: -25565386.000000 Penalty: 6080.535156
	Iteration 13Q: 3 clusters Score -2.556539e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120057 members 
Mstep: Class 2 contains 90844 members 
Entering Unmasked Estep 
Score: -25565780.000000 Penalty: 6080.535156
	Iteration 14Q: 3 clusters Score -2.556578e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119963 members 
Mstep: Class 2 contains 90938 members 
Entering Unmasked Estep 
Score: -25566106.000000 Penalty: 6080.535156
	Iteration 15Q: 3 clusters Score -2.556611e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119752 members 
Mstep: Class 2 contains 91149 members 
Entering Unmasked Estep 
Score: -25566510.000000 Penalty: 6080.535156
	Iteration 16Q: 3 clusters Score -2.556651e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119443 members 
Mstep: Class 2 contains 91458 members 
Entering Unmasked Estep 
Score: -25566858.000000 Penalty: 6080.535156
	Iteration 17Q: 3 clusters Score -2.556686e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119068 members 
Mstep: Class 2 contains 91833 members 
Entering Unmasked Estep 
Score: -25567186.000000 Penalty: 6080.535156
	Iteration 18Q: 3 clusters Score -2.556719e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118555 members 
Mstep: Class 2 contains 92346 members 
Entering Unmasked Estep 
Score: -25567556.000000 Penalty: 6080.535156
	Iteration 19Q: 3 clusters Score -2.556756e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117940 members 
Mstep: Class 2 contains 92961 members 
Entering Unmasked Estep 
Score: -25567890.000000 Penalty: 6080.535156
	Iteration 20F: 3 clusters Score -2.556789e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117215 members 
Mstep: Class 2 contains 93686 members 
Entering Unmasked Estep 
Score: -25568336.000000 Penalty: 6080.535156
	Iteration 21Q: 3 clusters Score -2.556834e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116453 members 
Mstep: Class 2 contains 94448 members 
Entering Unmasked Estep 
Score: -25568680.000000 Penalty: 6080.535156
	Iteration 22Q: 3 clusters Score -2.556868e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115657 members 
Mstep: Class 2 contains 95244 members 
Entering Unmasked Estep 
Score: -25569212.000000 Penalty: 6080.535156
	Iteration 23Q: 3 clusters Score -2.556921e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114644 members 
Mstep: Class 2 contains 96257 members 
Entering Unmasked Estep 
Score: -25569698.000000 Penalty: 6080.535156
	Iteration 24Q: 3 clusters Score -2.55697e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113501 members 
Mstep: Class 2 contains 97400 members 
Entering Unmasked Estep 
Score: -25570216.000000 Penalty: 6080.535156
	Iteration 25Q: 3 clusters Score -2.557022e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112284 members 
Mstep: Class 2 contains 98617 members 
Entering Unmasked Estep 
Score: -25570728.000000 Penalty: 6080.535156
	Iteration 26Q: 3 clusters Score -2.557073e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111080 members 
Mstep: Class 2 contains 99821 members 
Entering Unmasked Estep 
Score: -25571170.000000 Penalty: 6080.535156
	Iteration 27Q: 3 clusters Score -2.557117e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109898 members 
Mstep: Class 2 contains 101003 members 
Entering Unmasked Estep 
Score: -25571600.000000 Penalty: 6080.535156
	Iteration 28Q: 3 clusters Score -2.55716e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108682 members 
Mstep: Class 2 contains 102219 members 
Entering Unmasked Estep 
Score: -25571864.000000 Penalty: 6080.535156
	Iteration 29Q: 3 clusters Score -2.557186e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107477 members 
Mstep: Class 2 contains 103424 members 
Entering Unmasked Estep 
Score: -25572206.000000 Penalty: 6080.535156
	Iteration 30Q: 3 clusters Score -2.557221e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106279 members 
Mstep: Class 2 contains 104622 members 
Entering Unmasked Estep 
Score: -25572488.000000 Penalty: 6080.535156
	Iteration 31Q: 3 clusters Score -2.557249e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105067 members 
Mstep: Class 2 contains 105834 members 
Entering Unmasked Estep 
Score: -25572812.000000 Penalty: 6080.535156
	Iteration 32Q: 3 clusters Score -2.557281e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103833 members 
Mstep: Class 2 contains 107068 members 
Entering Unmasked Estep 
Score: -25573190.000000 Penalty: 6080.535156
	Iteration 33Q: 3 clusters Score -2.557319e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102650 members 
Mstep: Class 2 contains 108251 members 
Entering Unmasked Estep 
Score: -25573352.000000 Penalty: 6080.535156
	Iteration 34Q: 3 clusters Score -2.557335e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101454 members 
Mstep: Class 2 contains 109447 members 
Entering Unmasked Estep 
Score: -25573466.000000 Penalty: 6080.535156
	Iteration 35Q: 3 clusters Score -2.557347e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100284 members 
Mstep: Class 2 contains 110617 members 
Entering Unmasked Estep 
Score: -25573632.000000 Penalty: 6080.535156
	Iteration 36Q: 3 clusters Score -2.557363e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99153 members 
Mstep: Class 2 contains 111748 members 
Entering Unmasked Estep 
Score: -25573768.000000 Penalty: 6080.535156
	Iteration 37Q: 3 clusters Score -2.557377e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97980 members 
Mstep: Class 2 contains 112921 members 
Entering Unmasked Estep 
Score: -25573944.000000 Penalty: 6080.535156
	Iteration 38Q: 3 clusters Score -2.557394e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96757 members 
Mstep: Class 2 contains 114144 members 
Entering Unmasked Estep 
Score: -25574142.000000 Penalty: 6080.535156
	Iteration 39Q: 3 clusters Score -2.557414e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95554 members 
Mstep: Class 2 contains 115347 members 
Entering Unmasked Estep 
Score: -25574376.000000 Penalty: 6080.535156
	Iteration 40F: 3 clusters Score -2.557438e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94396 members 
Mstep: Class 2 contains 116505 members 
Entering Unmasked Estep 
Score: -25574462.000000 Penalty: 6080.535156
	Iteration 41Q: 3 clusters Score -2.557446e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93181 members 
Mstep: Class 2 contains 117720 members 
Entering Unmasked Estep 
Score: -25574664.000000 Penalty: 6080.535156
	Iteration 42Q: 3 clusters Score -2.557466e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91927 members 
Mstep: Class 2 contains 118974 members 
Entering Unmasked Estep 
Score: -25574782.000000 Penalty: 6080.535156
	Iteration 43Q: 3 clusters Score -2.557478e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90614 members 
Mstep: Class 2 contains 120287 members 
Entering Unmasked Estep 
Score: -25574904.000000 Penalty: 6080.535156
	Iteration 44Q: 3 clusters Score -2.55749e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 121562 members 
Entering Unmasked Estep 
Score: -25575086.000000 Penalty: 6080.535156
	Iteration 45Q: 3 clusters Score -2.557509e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88104 members 
Mstep: Class 2 contains 122797 members 
Entering Unmasked Estep 
Score: -25575244.000000 Penalty: 6080.535156
	Iteration 46Q: 3 clusters Score -2.557524e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86861 members 
Mstep: Class 2 contains 124040 members 
Entering Unmasked Estep 
Score: -25575300.000000 Penalty: 6080.535156
	Iteration 47Q: 3 clusters Score -2.55753e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85639 members 
Mstep: Class 2 contains 125262 members 
Entering Unmasked Estep 
Score: -25575344.000000 Penalty: 6080.535156
	Iteration 48Q: 3 clusters Score -2.557534e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84390 members 
Mstep: Class 2 contains 126511 members 
Entering Unmasked Estep 
Score: -25575386.000000 Penalty: 6080.535156
	Iteration 49Q: 3 clusters Score -2.557539e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83078 members 
Mstep: Class 2 contains 127823 members 
Entering Unmasked Estep 
Score: -25575500.000000 Penalty: 6080.535156
	Iteration 50Q: 3 clusters Score -2.55755e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81789 members 
Mstep: Class 2 contains 129112 members 
Entering Unmasked Estep 
Score: -25575700.000000 Penalty: 6080.535156
	Iteration 51Q: 3 clusters Score -2.55757e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80436 members 
Mstep: Class 2 contains 130465 members 
Entering Unmasked Estep 
Score: -25575850.000000 Penalty: 6080.535156
	Iteration 52Q: 3 clusters Score -2.557585e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79004 members 
Mstep: Class 2 contains 131897 members 
Entering Unmasked Estep 
Score: -25576006.000000 Penalty: 6080.535156
	Iteration 53Q: 3 clusters Score -2.557601e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77616 members 
Mstep: Class 2 contains 133285 members 
Entering Unmasked Estep 
Score: -25576168.000000 Penalty: 6080.535156
	Iteration 54Q: 3 clusters Score -2.557617e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76209 members 
Mstep: Class 2 contains 134692 members 
Entering Unmasked Estep 
Score: -25576358.000000 Penalty: 6080.535156
	Iteration 55Q: 3 clusters Score -2.557636e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74804 members 
Mstep: Class 2 contains 136097 members 
Entering Unmasked Estep 
Score: -25576528.000000 Penalty: 6080.535156
	Iteration 56Q: 3 clusters Score -2.557653e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 137514 members 
Entering Unmasked Estep 
Score: -25576820.000000 Penalty: 6080.535156
	Iteration 57Q: 3 clusters Score -2.557682e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71938 members 
Mstep: Class 2 contains 138963 members 
Entering Unmasked Estep 
Score: -25577026.000000 Penalty: 6080.535156
	Iteration 58Q: 3 clusters Score -2.557703e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70379 members 
Mstep: Class 2 contains 140522 members 
Entering Unmasked Estep 
Score: -25577218.000000 Penalty: 6080.535156
	Iteration 59Q: 3 clusters Score -2.557722e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68753 members 
Mstep: Class 2 contains 142148 members 
Entering Unmasked Estep 
Score: -25577460.000000 Penalty: 6080.535156
	Iteration 60F: 3 clusters Score -2.557746e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67098 members 
Mstep: Class 2 contains 143803 members 
Entering Unmasked Estep 
Score: -25577634.000000 Penalty: 6080.535156
	Iteration 61Q: 3 clusters Score -2.557763e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 145499 members 
Entering Unmasked Estep 
Score: -25577898.000000 Penalty: 6080.535156
	Iteration 62Q: 3 clusters Score -2.55779e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 147255 members 
Entering Unmasked Estep 
Score: -25578176.000000 Penalty: 6080.535156
	Iteration 63Q: 3 clusters Score -2.557818e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 149043 members 
Entering Unmasked Estep 
Score: -25578472.000000 Penalty: 6080.535156
	Iteration 64Q: 3 clusters Score -2.557847e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 150950 members 
Entering Unmasked Estep 
Score: -25578710.000000 Penalty: 6080.535156
	Iteration 65Q: 3 clusters Score -2.557871e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 152912 members 
Entering Unmasked Estep 
Score: -25578962.000000 Penalty: 6080.535156
	Iteration 66Q: 3 clusters Score -2.557896e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 154997 members 
Entering Unmasked Estep 
Score: -25579242.000000 Penalty: 6080.535156
	Iteration 67Q: 3 clusters Score -2.557924e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 157183 members 
Entering Unmasked Estep 
Score: -25579532.000000 Penalty: 6080.535156
	Iteration 68Q: 3 clusters Score -2.557953e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 159545 members 
Entering Unmasked Estep 
Score: -25579906.000000 Penalty: 6080.535156
	Iteration 69Q: 3 clusters Score -2.557991e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 162033 members 
Entering Unmasked Estep 
Score: -25580070.000000 Penalty: 6080.535156
	Iteration 70Q: 3 clusters Score -2.558007e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 164549 members 
Entering Unmasked Estep 
Score: -25580310.000000 Penalty: 6080.535156
	Iteration 71Q: 3 clusters Score -2.558031e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 167144 members 
Entering Unmasked Estep 
Score: -25580654.000000 Penalty: 6080.535156
	Iteration 72Q: 3 clusters Score -2.558065e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 169815 members 
Entering Unmasked Estep 
Score: -25581074.000000 Penalty: 6080.535156
	Iteration 73Q: 3 clusters Score -2.558107e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 172459 members 
Entering Unmasked Estep 
Score: -25581332.000000 Penalty: 6080.535156
	Iteration 74Q: 3 clusters Score -2.558133e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 175114 members 
Entering Unmasked Estep 
Score: -25581564.000000 Penalty: 6080.535156
	Iteration 75Q: 3 clusters Score -2.558156e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 177749 members 
Entering Unmasked Estep 
Score: -25581758.000000 Penalty: 6080.535156
	Iteration 76Q: 3 clusters Score -2.558176e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 180347 members 
Entering Unmasked Estep 
Score: -25582254.000000 Penalty: 6080.535156
	Iteration 77Q: 3 clusters Score -2.558225e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 182930 members 
Entering Unmasked Estep 
Score: -25582802.000000 Penalty: 6080.535156
	Iteration 78Q: 3 clusters Score -2.55828e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 185370 members 
Entering Unmasked Estep 
Score: -25583124.000000 Penalty: 6080.535156
	Iteration 79Q: 3 clusters Score -2.558312e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 187695 members 
Entering Unmasked Estep 
Score: -25583328.000000 Penalty: 6080.535156
	Iteration 80F: 3 clusters Score -2.558333e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 189854 members 
Entering Unmasked Estep 
Score: -25583634.000000 Penalty: 6080.535156
	Iteration 81Q: 3 clusters Score -2.558363e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 191730 members 
Entering Unmasked Estep 
Score: -25583792.000000 Penalty: 6080.535156
	Iteration 82Q: 3 clusters Score -2.558379e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 193465 members 
Entering Unmasked Estep 
Score: -25584008.000000 Penalty: 6080.535156
	Iteration 83Q: 3 clusters Score -2.558401e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 195077 members 
Entering Unmasked Estep 
Score: -25584176.000000 Penalty: 6080.535156
	Iteration 84Q: 3 clusters Score -2.558418e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 196516 members 
Entering Unmasked Estep 
Score: -25584268.000000 Penalty: 6080.535156
	Iteration 85Q: 3 clusters Score -2.558427e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 197838 members 
Entering Unmasked Estep 
Score: -25584288.000000 Penalty: 6080.535156
	Iteration 86Q: 3 clusters Score -2.558429e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 199033 members 
Entering Unmasked Estep 
Score: -25584360.000000 Penalty: 6080.535156
	Iteration 87Q: 3 clusters Score -2.558436e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 200102 members 
Entering Unmasked Estep 
Score: -25584492.000000 Penalty: 6080.535156
	Iteration 88Q: 3 clusters Score -2.558449e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 201075 members 
Entering Unmasked Estep 
Score: -25584566.000000 Penalty: 6080.535156
	Iteration 89Q: 3 clusters Score -2.558457e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 201897 members 
Entering Unmasked Estep 
Score: -25584596.000000 Penalty: 6080.535156
	Iteration 90Q: 3 clusters Score -2.55846e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 202670 members 
Entering Unmasked Estep 
Score: -25584556.000000 Penalty: 6080.535156
	Iteration 91Q: 3 clusters Score -2.558456e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 203371 members 
Entering Unmasked Estep 
Score: -25584490.000000 Penalty: 6080.535156
	Iteration 92Q: 3 clusters Score -2.558449e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 203985 members 
Entering Unmasked Estep 
Score: -25584522.000000 Penalty: 6080.535156
	Iteration 93Q: 3 clusters Score -2.558452e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 204473 members 
Entering Unmasked Estep 
Score: -25584462.000000 Penalty: 6080.535156
	Iteration 94Q: 3 clusters Score -2.558446e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 204901 members 
Entering Unmasked Estep 
Score: -25584454.000000 Penalty: 6080.535156
	Iteration 95Q: 3 clusters Score -2.558445e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 205262 members 
Entering Unmasked Estep 
Score: -25584358.000000 Penalty: 6080.535156
	Iteration 96Q: 3 clusters Score -2.558436e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 205555 members 
Entering Unmasked Estep 
Score: -25584360.000000 Penalty: 6080.535156
	Iteration 97Q: 3 clusters Score -2.558436e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 205802 members 
Entering Unmasked Estep 
Score: -25584312.000000 Penalty: 6080.535156
	Iteration 98Q: 3 clusters Score -2.558431e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 206027 members 
Entering Unmasked Estep 
Score: -25584264.000000 Penalty: 6080.535156
	Iteration 99Q: 3 clusters Score -2.558426e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 206207 members 
Entering Unmasked Estep 
Score: -25584266.000000 Penalty: 6080.535156
	Iteration 100F: 3 clusters Score -2.558427e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 206357 members 
Entering Unmasked Estep 
Score: -25584270.000000 Penalty: 6080.535156
	Iteration 101Q: 3 clusters Score -2.558427e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 206480 members 
Entering Unmasked Estep 
Score: -25584206.000000 Penalty: 6080.535156
	Iteration 102Q: 3 clusters Score -2.558421e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 206600 members 
Entering Unmasked Estep 
Score: -25584192.000000 Penalty: 6080.535156
	Iteration 103Q: 3 clusters Score -2.558419e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 206697 members 
Entering Unmasked Estep 
Score: -25584210.000000 Penalty: 6080.535156
	Iteration 104Q: 3 clusters Score -2.558421e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 206780 members 
Entering Unmasked Estep 
Score: -25584174.000000 Penalty: 6080.535156
	Iteration 105Q: 3 clusters Score -2.558417e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 206866 members 
Entering Unmasked Estep 
Score: -25584172.000000 Penalty: 6080.535156
	Iteration 106Q: 3 clusters Score -2.558417e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 206932 members 
Entering Unmasked Estep 
Score: -25584176.000000 Penalty: 6080.535156
	Iteration 107Q: 3 clusters Score -2.558418e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 206987 members 
Entering Unmasked Estep 
Score: -25584128.000000 Penalty: 6080.535156
	Iteration 108Q: 3 clusters Score -2.558413e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 207026 members 
Entering Unmasked Estep 
Score: -25584138.000000 Penalty: 6080.535156
	Iteration 109Q: 3 clusters Score -2.558414e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 207054 members 
Entering Unmasked Estep 
Score: -25584112.000000 Penalty: 6080.535156
	Iteration 110Q: 3 clusters Score -2.558411e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 207077 members 
Entering Unmasked Estep 
Score: -25584136.000000 Penalty: 6080.535156
	Iteration 111Q: 3 clusters Score -2.558414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 207097 members 
Entering Unmasked Estep 
Score: -25584118.000000 Penalty: 6080.535156
	Iteration 112Q: 3 clusters Score -2.558412e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 207119 members 
Entering Unmasked Estep 
Score: -25584130.000000 Penalty: 6080.535156
	Iteration 113Q: 3 clusters Score -2.558413e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 207142 members 
Entering Unmasked Estep 
Score: -25584118.000000 Penalty: 6080.535156
	Iteration 114Q: 3 clusters Score -2.558412e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 207168 members 
Entering Unmasked Estep 
Score: -25584102.000000 Penalty: 6080.535156
	Iteration 115Q: 3 clusters Score -2.55841e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 207200 members 
Entering Unmasked Estep 
Score: -25584130.000000 Penalty: 6080.535156
	Iteration 116Q: 3 clusters Score -2.558413e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 207228 members 
Entering Unmasked Estep 
Score: -25584084.000000 Penalty: 6080.535156
	Iteration 117Q: 3 clusters Score -2.558408e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 207252 members 
Entering Unmasked Estep 
Score: -25584072.000000 Penalty: 6080.535156
	Iteration 118Q: 3 clusters Score -2.558407e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 207278 members 
Entering Unmasked Estep 
Score: -25584064.000000 Penalty: 6080.535156
	Iteration 119Q: 3 clusters Score -2.558406e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 207300 members 
Entering Unmasked Estep 
Score: -25584054.000000 Penalty: 6080.535156
	Iteration 120F: 3 clusters Score -2.558405e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 207316 members 
Entering Unmasked Estep 
Score: -25584044.000000 Penalty: 6080.535156
	Iteration 121Q: 3 clusters Score -2.558404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 207327 members 
Entering Unmasked Estep 
Score: -25584036.000000 Penalty: 6080.535156
	Iteration 122Q: 3 clusters Score -2.558404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 207339 members 
Entering Unmasked Estep 
Score: -25584054.000000 Penalty: 6080.535156
	Iteration 123Q: 3 clusters Score -2.558405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 207354 members 
Entering Unmasked Estep 
Score: -25584052.000000 Penalty: 6080.535156
	Iteration 124Q: 3 clusters Score -2.558405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 207371 members 
Entering Unmasked Estep 
Score: -25584080.000000 Penalty: 6080.535156
	Iteration 125Q: 3 clusters Score -2.558408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 207386 members 
Entering Unmasked Estep 
Score: -25584066.000000 Penalty: 6080.535156
	Iteration 126Q: 3 clusters Score -2.558407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 207399 members 
Entering Unmasked Estep 
Score: -25584044.000000 Penalty: 6080.535156
	Iteration 127Q: 3 clusters Score -2.558404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 207410 members 
Entering Unmasked Estep 
Score: -25584024.000000 Penalty: 6080.535156
	Iteration 128Q: 3 clusters Score -2.558402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 207423 members 
Entering Unmasked Estep 
Score: -25584022.000000 Penalty: 6080.535156
	Iteration 129Q: 3 clusters Score -2.558402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 207433 members 
Entering Unmasked Estep 
Score: -25584030.000000 Penalty: 6080.535156
	Iteration 130Q: 3 clusters Score -2.558403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 207441 members 
Entering Unmasked Estep 
Score: -25584026.000000 Penalty: 6080.535156
	Iteration 131Q: 3 clusters Score -2.558403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 207443 members 
Entering Unmasked Estep 
Score: -25584014.000000 Penalty: 6080.535156
	Iteration 132Q: 3 clusters Score -2.558401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 207444 members 
Entering Unmasked Estep 
Score: -25584006.000000 Penalty: 6080.535156
	Iteration 133Q: 3 clusters Score -2.558401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 207444 members 
Entering Unmasked Estep 
Score: -25584006.000000 Penalty: 6080.535156
	Iteration 134F: 3 clusters Score -2.558401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -277580.750000 Penalty: 1953.970459
	Iteration 0F: 2 clusters Score -277580.8 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 1301 members 
Entering Unmasked Estep 
Score: -274687.562500 Penalty: 3907.940918
	Iteration 0F: 3 clusters Score -274687.6 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -275837.343750 Penalty: 3907.940918
	Iteration 1F: 3 clusters Score -275837.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -276569.250000 Penalty: 3907.940918
	Iteration 2F: 3 clusters Score -276569.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -277015.343750 Penalty: 3907.940918
	Iteration 3F: 3 clusters Score -277015.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -277354.687500 Penalty: 3907.940918
	Iteration 4F: 3 clusters Score -277354.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -277658.937500 Penalty: 3907.940918
	Iteration 5F: 3 clusters Score -277658.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -277812.718750 Penalty: 3907.940918
	Iteration 6Q: 3 clusters Score -277812.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -277879.031250 Penalty: 3907.940918
	Iteration 7Q: 3 clusters Score -277879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -277904.500000 Penalty: 3907.940918
	Iteration 8Q: 3 clusters Score -277904.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -277914.937500 Penalty: 3907.940918
	Iteration 9Q: 3 clusters Score -277914.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -277923.250000 Penalty: 3907.940918
	Iteration 10Q: 3 clusters Score -277923.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -277924.500000 Penalty: 3907.940918
	Iteration 11Q: 3 clusters Score -277924.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -277925.718750 Penalty: 3907.940918
	Iteration 12Q: 3 clusters Score -277925.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -277929.000000 Penalty: 3907.940918
	Iteration 13Q: 3 clusters Score -277929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -277930.156250 Penalty: 3907.940918
	Iteration 14Q: 3 clusters Score -277930.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -277937.375000 Penalty: 3907.940918
	Iteration 15F: 3 clusters Score -277937.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -277948.750000 Penalty: 3907.940918
	Iteration 16Q: 3 clusters Score -277948.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -277968.343750 Penalty: 3907.940918
	Iteration 17Q: 3 clusters Score -277968.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -278000.187500 Penalty: 3907.940918
	Iteration 18Q: 3 clusters Score -278000.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -278031.718750 Penalty: 3907.940918
	Iteration 19Q: 3 clusters Score -278031.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -278107.187500 Penalty: 3907.940918
	Iteration 20F: 3 clusters Score -278107.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -278328.593750 Penalty: 3907.940918
	Iteration 21Q: 3 clusters Score -278328.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -278619.812500 Penalty: 3907.940918
	Iteration 22Q: 3 clusters Score -278619.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -278815.406250 Penalty: 3907.940918
	Iteration 23Q: 3 clusters Score -278815.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -278885.406250 Penalty: 3907.940918
	Iteration 24Q: 3 clusters Score -278885.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -278908.656250 Penalty: 3907.940918
	Iteration 25Q: 3 clusters Score -278908.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -278918.781250 Penalty: 3907.940918
	Iteration 26Q: 3 clusters Score -278918.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -278924.218750 Penalty: 3907.940918
	Iteration 27Q: 3 clusters Score -278924.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -278927.312500 Penalty: 3907.940918
	Iteration 28Q: 3 clusters Score -278927.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -278928.468750 Penalty: 3907.940918
	Iteration 29Q: 3 clusters Score -278928.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -278929.750000 Penalty: 3907.940918
	Iteration 30Q: 3 clusters Score -278929.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -278932.781250 Penalty: 3907.940918
	Iteration 31Q: 3 clusters Score -278932.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -278933.812500 Penalty: 3907.940918
	Iteration 32Q: 3 clusters Score -278933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -278934.718750 Penalty: 3907.940918
	Iteration 33Q: 3 clusters Score -278934.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -278936.093750 Penalty: 3907.940918
	Iteration 34Q: 3 clusters Score -278936.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -278939.687500 Penalty: 3907.940918
	Iteration 35Q: 3 clusters Score -278939.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -278942.062500 Penalty: 3907.940918
	Iteration 36Q: 3 clusters Score -278942.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -278952.781250 Penalty: 3907.940918
	Iteration 37Q: 3 clusters Score -278952.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -278961.625000 Penalty: 3907.940918
	Iteration 38Q: 3 clusters Score -278961.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -278963.718750 Penalty: 3907.940918
	Iteration 39Q: 3 clusters Score -278963.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -278965.093750 Penalty: 3907.940918
	Iteration 40F: 3 clusters Score -278965.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 65584 members 
Mstep: Class 4 contains 295593 members 
Mstep: Class 5 contains 4447 members 
Mstep: Class 6 contains 48810 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 210901 members 
Mstep: Class 9 contains 889 members 
Mstep: Class 10 contains 3819 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 12 contains 15997 members 
Mstep: Class 13 contains 2866 members 
Mstep: Class 16 contains 41287 members 
Mstep: Class 19 contains 159321 members 
Mstep: Class 21 contains 1523 members 
Mstep: Class 22 contains 4017 members 
Entering Unmasked Estep 
Score: -104265464.000000 Penalty: 57676.941406
Splitting cluster 9 changes total score from -104262680.000000 to -104265464.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 12 (15997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Entering Unmasked Estep 
Score: -1977655.000000 Penalty: 2400.678955
	Iteration 0F: 2 clusters Score -1977655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1966150.125000 Penalty: 4801.357910
	Iteration 0F: 3 clusters Score -1966150 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1969740.000000 Penalty: 4801.357910
	Iteration 1F: 3 clusters Score -1969740 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1970072.875000 Penalty: 4801.357910
	Iteration 2F: 3 clusters Score -1970073 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1970308.250000 Penalty: 4801.357910
	Iteration 3Q: 3 clusters Score -1970308 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1970469.125000 Penalty: 4801.357910
	Iteration 4Q: 3 clusters Score -1970469 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1970590.375000 Penalty: 4801.357910
	Iteration 5Q: 3 clusters Score -1970590 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1970691.875000 Penalty: 4801.357910
	Iteration 6Q: 3 clusters Score -1970692 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1970788.500000 Penalty: 4801.357910
	Iteration 7Q: 3 clusters Score -1970788 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1970860.000000 Penalty: 4801.357910
	Iteration 8Q: 3 clusters Score -1970860 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1970930.625000 Penalty: 4801.357910
	Iteration 9Q: 3 clusters Score -1970931 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1970984.250000 Penalty: 4801.357910
	Iteration 10Q: 3 clusters Score -1970984 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1971054.875000 Penalty: 4801.357910
	Iteration 11Q: 3 clusters Score -1971055 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1971134.750000 Penalty: 4801.357910
	Iteration 12Q: 3 clusters Score -1971135 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1971223.250000 Penalty: 4801.357910
	Iteration 13Q: 3 clusters Score -1971223 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1971306.125000 Penalty: 4801.357910
	Iteration 14Q: 3 clusters Score -1971306 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1971417.750000 Penalty: 4801.357910
	Iteration 15Q: 3 clusters Score -1971418 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1971546.750000 Penalty: 4801.357910
	Iteration 16Q: 3 clusters Score -1971547 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1971719.000000 Penalty: 4801.357910
	Iteration 17Q: 3 clusters Score -1971719 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1971948.875000 Penalty: 4801.357910
	Iteration 18Q: 3 clusters Score -1971949 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1972191.875000 Penalty: 4801.357910
	Iteration 19Q: 3 clusters Score -1972192 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1972448.250000 Penalty: 4801.357910
	Iteration 20F: 3 clusters Score -1972448 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1972736.500000 Penalty: 4801.357910
	Iteration 21Q: 3 clusters Score -1972736 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1973046.000000 Penalty: 4801.357910
	Iteration 22Q: 3 clusters Score -1973046 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1973328.750000 Penalty: 4801.357910
	Iteration 23Q: 3 clusters Score -1973329 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1973572.125000 Penalty: 4801.357910
	Iteration 24Q: 3 clusters Score -1973572 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1973807.375000 Penalty: 4801.357910
	Iteration 25Q: 3 clusters Score -1973807 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1974014.125000 Penalty: 4801.357910
	Iteration 26Q: 3 clusters Score -1974014 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1974164.500000 Penalty: 4801.357910
	Iteration 27Q: 3 clusters Score -1974164 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1974284.250000 Penalty: 4801.357910
	Iteration 28Q: 3 clusters Score -1974284 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1974406.125000 Penalty: 4801.357910
	Iteration 29Q: 3 clusters Score -1974406 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1974516.375000 Penalty: 4801.357910
	Iteration 30Q: 3 clusters Score -1974516 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1974626.125000 Penalty: 4801.357910
	Iteration 31Q: 3 clusters Score -1974626 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1974737.375000 Penalty: 4801.357910
	Iteration 32Q: 3 clusters Score -1974737 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1974849.000000 Penalty: 4801.357910
	Iteration 33Q: 3 clusters Score -1974849 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1974923.375000 Penalty: 4801.357910
	Iteration 34Q: 3 clusters Score -1974923 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1974998.125000 Penalty: 4801.357910
	Iteration 35Q: 3 clusters Score -1974998 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1975064.625000 Penalty: 4801.357910
	Iteration 36Q: 3 clusters Score -1975065 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1975119.750000 Penalty: 4801.357910
	Iteration 37Q: 3 clusters Score -1975120 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1975159.875000 Penalty: 4801.357910
	Iteration 38Q: 3 clusters Score -1975160 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1975196.750000 Penalty: 4801.357910
	Iteration 39Q: 3 clusters Score -1975197 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1975234.875000 Penalty: 4801.357910
	Iteration 40F: 3 clusters Score -1975235 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1975274.375000 Penalty: 4801.357910
	Iteration 41Q: 3 clusters Score -1975274 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1975311.750000 Penalty: 4801.357910
	Iteration 42Q: 3 clusters Score -1975312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1975340.875000 Penalty: 4801.357910
	Iteration 43Q: 3 clusters Score -1975341 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1975359.000000 Penalty: 4801.357910
	Iteration 44Q: 3 clusters Score -1975359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1975375.750000 Penalty: 4801.357910
	Iteration 45Q: 3 clusters Score -1975376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1975392.750000 Penalty: 4801.357910
	Iteration 46Q: 3 clusters Score -1975393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1975404.125000 Penalty: 4801.357910
	Iteration 47Q: 3 clusters Score -1975404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1975425.375000 Penalty: 4801.357910
	Iteration 48Q: 3 clusters Score -1975425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1975446.125000 Penalty: 4801.357910
	Iteration 49Q: 3 clusters Score -1975446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1975456.000000 Penalty: 4801.357910
	Iteration 50Q: 3 clusters Score -1975456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1975466.875000 Penalty: 4801.357910
	Iteration 51Q: 3 clusters Score -1975467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1975476.000000 Penalty: 4801.357910
	Iteration 52Q: 3 clusters Score -1975476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1975487.750000 Penalty: 4801.357910
	Iteration 53Q: 3 clusters Score -1975488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1975491.875000 Penalty: 4801.357910
	Iteration 54Q: 3 clusters Score -1975492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1975497.000000 Penalty: 4801.357910
	Iteration 55Q: 3 clusters Score -1975497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1975501.125000 Penalty: 4801.357910
	Iteration 56Q: 3 clusters Score -1975501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1975507.250000 Penalty: 4801.357910
	Iteration 57Q: 3 clusters Score -1975507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1975510.000000 Penalty: 4801.357910
	Iteration 58Q: 3 clusters Score -1975510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1975515.875000 Penalty: 4801.357910
	Iteration 59Q: 3 clusters Score -1975516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1975522.625000 Penalty: 4801.357910
	Iteration 60F: 3 clusters Score -1975523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1975530.875000 Penalty: 4801.357910
	Iteration 61Q: 3 clusters Score -1975531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1975543.250000 Penalty: 4801.357910
	Iteration 62Q: 3 clusters Score -1975543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1975544.500000 Penalty: 4801.357910
	Iteration 63Q: 3 clusters Score -1975544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1975547.125000 Penalty: 4801.357910
	Iteration 64Q: 3 clusters Score -1975547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1975550.375000 Penalty: 4801.357910
	Iteration 65Q: 3 clusters Score -1975550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1975547.375000 Penalty: 4801.357910
	Iteration 66Q: 3 clusters Score -1975547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1975550.375000 Penalty: 4801.357910
	Iteration 67Q: 3 clusters Score -1975550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1975553.125000 Penalty: 4801.357910
	Iteration 68Q: 3 clusters Score -1975553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1975553.500000 Penalty: 4801.357910
	Iteration 69Q: 3 clusters Score -1975554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1975554.625000 Penalty: 4801.357910
	Iteration 70Q: 3 clusters Score -1975555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1975554.875000 Penalty: 4801.357910
	Iteration 71Q: 3 clusters Score -1975555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1975554.750000 Penalty: 4801.357910
	Iteration 72Q: 3 clusters Score -1975555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1975555.875000 Penalty: 4801.357910
	Iteration 73Q: 3 clusters Score -1975556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1975561.875000 Penalty: 4801.357910
	Iteration 74Q: 3 clusters Score -1975562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1975563.250000 Penalty: 4801.357910
	Iteration 75Q: 3 clusters Score -1975563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1975569.125000 Penalty: 4801.357910
	Iteration 76Q: 3 clusters Score -1975569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1975572.250000 Penalty: 4801.357910
	Iteration 77Q: 3 clusters Score -1975572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1975577.625000 Penalty: 4801.357910
	Iteration 78Q: 3 clusters Score -1975578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1975580.375000 Penalty: 4801.357910
	Iteration 79Q: 3 clusters Score -1975580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1975582.125000 Penalty: 4801.357910
	Iteration 80F: 3 clusters Score -1975582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1975584.250000 Penalty: 4801.357910
	Iteration 81Q: 3 clusters Score -1975584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1975590.250000 Penalty: 4801.357910
	Iteration 82Q: 3 clusters Score -1975590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1975593.000000 Penalty: 4801.357910
	Iteration 83Q: 3 clusters Score -1975593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1975593.125000 Penalty: 4801.357910
	Iteration 84Q: 3 clusters Score -1975593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1975594.125000 Penalty: 4801.357910
	Iteration 85Q: 3 clusters Score -1975594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1975593.000000 Penalty: 4801.357910
	Iteration 86Q: 3 clusters Score -1975593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1975597.625000 Penalty: 4801.357910
	Iteration 87Q: 3 clusters Score -1975598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1975596.625000 Penalty: 4801.357910
	Iteration 88Q: 3 clusters Score -1975597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1975596.625000 Penalty: 4801.357910
	Iteration 89F: 3 clusters Score -1975597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Entering Unmasked Estep 
Score: -307517.187500 Penalty: 1974.246704
	Iteration 0F: 2 clusters Score -307517.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -304362.937500 Penalty: 3948.493408
	Iteration 0F: 3 clusters Score -304362.9 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -305082.750000 Penalty: 3948.493408
	Iteration 1F: 3 clusters Score -305082.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -305348.031250 Penalty: 3948.493408
	Iteration 2F: 3 clusters Score -305348 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -305551.156250 Penalty: 3948.493408
	Iteration 3F: 3 clusters Score -305551.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -305700.062500 Penalty: 3948.493408
	Iteration 4F: 3 clusters Score -305700.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -305862.906250 Penalty: 3948.493408
	Iteration 5F: 3 clusters Score -305862.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -306022.468750 Penalty: 3948.493408
	Iteration 6Q: 3 clusters Score -306022.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -306165.468750 Penalty: 3948.493408
	Iteration 7Q: 3 clusters Score -306165.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -306290.125000 Penalty: 3948.493408
	Iteration 8Q: 3 clusters Score -306290.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -306377.718750 Penalty: 3948.493408
	Iteration 9Q: 3 clusters Score -306377.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -306439.093750 Penalty: 3948.493408
	Iteration 10Q: 3 clusters Score -306439.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -306481.625000 Penalty: 3948.493408
	Iteration 11Q: 3 clusters Score -306481.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -306520.343750 Penalty: 3948.493408
	Iteration 12Q: 3 clusters Score -306520.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -306543.593750 Penalty: 3948.493408
	Iteration 13Q: 3 clusters Score -306543.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -306560.343750 Penalty: 3948.493408
	Iteration 14Q: 3 clusters Score -306560.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -306571.125000 Penalty: 3948.493408
	Iteration 15Q: 3 clusters Score -306571.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -306577.906250 Penalty: 3948.493408
	Iteration 16Q: 3 clusters Score -306577.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -306587.718750 Penalty: 3948.493408
	Iteration 17Q: 3 clusters Score -306587.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -306592.812500 Penalty: 3948.493408
	Iteration 18Q: 3 clusters Score -306592.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -306594.343750 Penalty: 3948.493408
	Iteration 19Q: 3 clusters Score -306594.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -306594.625000 Penalty: 3948.493408
	Iteration 20F: 3 clusters Score -306594.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -306595.031250 Penalty: 3948.493408
	Iteration 21Q: 3 clusters Score -306595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -306595.031250 Penalty: 3948.493408
	Iteration 22F: 3 clusters Score -306595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Entering Unmasked Estep 
Score: -4932597.000000 Penalty: 2635.819092
	Iteration 0F: 2 clusters Score -4932597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -4904777.500000 Penalty: 5271.638184
	Iteration 0F: 3 clusters Score -4904778 nChanged 18852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -4915110.000000 Penalty: 5271.638184
	Iteration 1F: 3 clusters Score -4915110 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -4915609.000000 Penalty: 5271.638184
	Iteration 2Q: 3 clusters Score -4915609 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -4916056.500000 Penalty: 5271.638184
	Iteration 3Q: 3 clusters Score -4916056 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -4916547.000000 Penalty: 5271.638184
	Iteration 4Q: 3 clusters Score -4916547 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -4917279.500000 Penalty: 5271.638184
	Iteration 5Q: 3 clusters Score -4917280 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -4918228.000000 Penalty: 5271.638184
	Iteration 6Q: 3 clusters Score -4918228 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -4919609.500000 Penalty: 5271.638184
	Iteration 7F: 3 clusters Score -4919610 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -4921492.500000 Penalty: 5271.638184
	Iteration 8F: 3 clusters Score -4921492 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -4923756.000000 Penalty: 5271.638184
	Iteration 9F: 3 clusters Score -4923756 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -4926056.000000 Penalty: 5271.638184
	Iteration 10F: 3 clusters Score -4926056 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -4927962.000000 Penalty: 5271.638184
	Iteration 11F: 3 clusters Score -4927962 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -4929157.000000 Penalty: 5271.638184
	Iteration 12Q: 3 clusters Score -4929157 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -4929754.000000 Penalty: 5271.638184
	Iteration 13Q: 3 clusters Score -4929754 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -4930063.500000 Penalty: 5271.638184
	Iteration 14Q: 3 clusters Score -4930064 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -4930224.500000 Penalty: 5271.638184
	Iteration 15Q: 3 clusters Score -4930224 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -4930307.500000 Penalty: 5271.638184
	Iteration 16Q: 3 clusters Score -4930308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -4930363.500000 Penalty: 5271.638184
	Iteration 17Q: 3 clusters Score -4930364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -4930399.500000 Penalty: 5271.638184
	Iteration 18Q: 3 clusters Score -4930400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -4930427.000000 Penalty: 5271.638184
	Iteration 19Q: 3 clusters Score -4930427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -4930430.500000 Penalty: 5271.638184
	Iteration 20F: 3 clusters Score -4930430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -4930439.000000 Penalty: 5271.638184
	Iteration 21Q: 3 clusters Score -4930439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -4930445.000000 Penalty: 5271.638184
	Iteration 22Q: 3 clusters Score -4930445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -4930455.000000 Penalty: 5271.638184
	Iteration 23Q: 3 clusters Score -4930455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -4930455.500000 Penalty: 5271.638184
	Iteration 24Q: 3 clusters Score -4930456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -4930460.000000 Penalty: 5271.638184
	Iteration 25Q: 3 clusters Score -4930460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -4930459.500000 Penalty: 5271.638184
	Iteration 26Q: 3 clusters Score -4930460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -4930464.500000 Penalty: 5271.638184
	Iteration 27Q: 3 clusters Score -4930464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -4930463.000000 Penalty: 5271.638184
	Iteration 28Q: 3 clusters Score -4930463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -4930467.500000 Penalty: 5271.638184
	Iteration 29Q: 3 clusters Score -4930468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -4930465.500000 Penalty: 5271.638184
	Iteration 30Q: 3 clusters Score -4930466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -4930465.500000 Penalty: 5271.638184
	Iteration 31F: 3 clusters Score -4930466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (159321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159321 members 
Entering Unmasked Estep 
Score: -19431120.000000 Penalty: 2970.711670
	Iteration 0F: 2 clusters Score -1.943112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79967 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -19325226.000000 Penalty: 5941.423340
	Iteration 0F: 3 clusters Score -1.932523e+07 nChanged 76265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83480 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -19369772.000000 Penalty: 5941.423340
	Iteration 1F: 3 clusters Score -1.936977e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85888 members 
Mstep: Class 2 contains 73433 members 
Entering Unmasked Estep 
Score: -19370876.000000 Penalty: 5941.423340
	Iteration 2Q: 3 clusters Score -1.937088e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89647 members 
Mstep: Class 2 contains 69674 members 
Entering Unmasked Estep 
Score: -19372626.000000 Penalty: 5941.423340
	Iteration 3Q: 3 clusters Score -1.937263e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95542 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -19375492.000000 Penalty: 5941.423340
	Iteration 4Q: 3 clusters Score -1.937549e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104184 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -19380874.000000 Penalty: 5941.423340
	Iteration 5F: 3 clusters Score -1.938087e+07 nChanged 12724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116202 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -19390782.000000 Penalty: 5941.423340
	Iteration 6F: 3 clusters Score -1.939078e+07 nChanged 14739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130349 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -19404506.000000 Penalty: 5941.423340
	Iteration 7F: 3 clusters Score -1.940451e+07 nChanged 12607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142614 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -19417166.000000 Penalty: 5941.423340
	Iteration 8F: 3 clusters Score -1.941717e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149748 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -19424720.000000 Penalty: 5941.423340
	Iteration 9Q: 3 clusters Score -1.942472e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152609 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -19427952.000000 Penalty: 5941.423340
	Iteration 10Q: 3 clusters Score -1.942795e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153544 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -19429178.000000 Penalty: 5941.423340
	Iteration 11Q: 3 clusters Score -1.942918e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153980 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -19429688.000000 Penalty: 5941.423340
	Iteration 12Q: 3 clusters Score -1.942969e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154248 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -19429874.000000 Penalty: 5941.423340
	Iteration 13Q: 3 clusters Score -1.942987e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154480 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -19430014.000000 Penalty: 5941.423340
	Iteration 14Q: 3 clusters Score -1.943001e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154666 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -19430106.000000 Penalty: 5941.423340
	Iteration 15Q: 3 clusters Score -1.943011e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154784 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -19430132.000000 Penalty: 5941.423340
	Iteration 16Q: 3 clusters Score -1.943013e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154902 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -19430178.000000 Penalty: 5941.423340
	Iteration 17Q: 3 clusters Score -1.943018e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155007 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -19430230.000000 Penalty: 5941.423340
	Iteration 18Q: 3 clusters Score -1.943023e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155099 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -19430206.000000 Penalty: 5941.423340
	Iteration 19Q: 3 clusters Score -1.943021e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155148 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -19430264.000000 Penalty: 5941.423340
	Iteration 20F: 3 clusters Score -1.943026e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155180 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -19430260.000000 Penalty: 5941.423340
	Iteration 21Q: 3 clusters Score -1.943026e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155202 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -19430248.000000 Penalty: 5941.423340
	Iteration 22Q: 3 clusters Score -1.943025e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155226 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -19430258.000000 Penalty: 5941.423340
	Iteration 23Q: 3 clusters Score -1.943026e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155246 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -19430264.000000 Penalty: 5941.423340
	Iteration 24Q: 3 clusters Score -1.943026e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155273 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -19430260.000000 Penalty: 5941.423340
	Iteration 25Q: 3 clusters Score -1.943026e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155290 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -19430268.000000 Penalty: 5941.423340
	Iteration 26Q: 3 clusters Score -1.943027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155306 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -19430304.000000 Penalty: 5941.423340
	Iteration 27Q: 3 clusters Score -1.94303e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155323 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -19430296.000000 Penalty: 5941.423340
	Iteration 28Q: 3 clusters Score -1.94303e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155341 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -19430302.000000 Penalty: 5941.423340
	Iteration 29Q: 3 clusters Score -1.94303e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155352 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -19430302.000000 Penalty: 5941.423340
	Iteration 30Q: 3 clusters Score -1.94303e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155368 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -19430302.000000 Penalty: 5941.423340
	Iteration 31Q: 3 clusters Score -1.94303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155379 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -19430300.000000 Penalty: 5941.423340
	Iteration 32Q: 3 clusters Score -1.94303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155390 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -19430306.000000 Penalty: 5941.423340
	Iteration 33Q: 3 clusters Score -1.943031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155395 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -19430310.000000 Penalty: 5941.423340
	Iteration 34Q: 3 clusters Score -1.943031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155398 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -19430298.000000 Penalty: 5941.423340
	Iteration 35Q: 3 clusters Score -1.94303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155400 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -19430304.000000 Penalty: 5941.423340
	Iteration 36Q: 3 clusters Score -1.94303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155400 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -19430306.000000 Penalty: 5941.423340
	Iteration 37Q: 3 clusters Score -1.943031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155402 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -19430314.000000 Penalty: 5941.423340
	Iteration 38Q: 3 clusters Score -1.943031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155404 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -19430310.000000 Penalty: 5941.423340
	Iteration 39Q: 3 clusters Score -1.943031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155406 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -19430302.000000 Penalty: 5941.423340
	Iteration 40F: 3 clusters Score -1.94303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Entering Unmasked Estep 
Score: -138959.734375 Penalty: 1817.452515
	Iteration 0F: 2 clusters Score -138959.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -136837.406250 Penalty: 3634.905029
	Iteration 0F: 3 clusters Score -136837.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -137611.218750 Penalty: 3634.905029
	Iteration 1F: 3 clusters Score -137611.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -138082.750000 Penalty: 3634.905029
	Iteration 2F: 3 clusters Score -138082.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -138777.140625 Penalty: 3634.905029
	Iteration 3F: 3 clusters Score -138777.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -139529.281250 Penalty: 3634.905029
	Iteration 4F: 3 clusters Score -139529.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -140038.578125 Penalty: 3634.905029
	Iteration 5F: 3 clusters Score -140038.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -140361.703125 Penalty: 3634.905029
	Iteration 6Q: 3 clusters Score -140361.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -140508.890625 Penalty: 3634.905029
	Iteration 7Q: 3 clusters Score -140508.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -140572.250000 Penalty: 3634.905029
	Iteration 8Q: 3 clusters Score -140572.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -140625.328125 Penalty: 3634.905029
	Iteration 9Q: 3 clusters Score -140625.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -140643.937500 Penalty: 3634.905029
	Iteration 10Q: 3 clusters Score -140643.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -140659.734375 Penalty: 3634.905029
	Iteration 11Q: 3 clusters Score -140659.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -140696.390625 Penalty: 3634.905029
	Iteration 12Q: 3 clusters Score -140696.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -140741.406250 Penalty: 3634.905029
	Iteration 13Q: 3 clusters Score -140741.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -140757.890625 Penalty: 3634.905029
	Iteration 14Q: 3 clusters Score -140757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -140766.750000 Penalty: 3634.905029
	Iteration 15Q: 3 clusters Score -140766.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -140770.546875 Penalty: 3634.905029
	Iteration 16Q: 3 clusters Score -140770.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -140771.156250 Penalty: 3634.905029
	Iteration 17Q: 3 clusters Score -140771.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -140885.578125 Penalty: 3634.905029
	Iteration 18F: 3 clusters Score -140885.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -141184.281250 Penalty: 3634.905029
	Iteration 19Q: 3 clusters Score -141184.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -141384.421875 Penalty: 3634.905029
	Iteration 20F: 3 clusters Score -141384.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -141559.953125 Penalty: 3634.905029
	Iteration 21Q: 3 clusters Score -141560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -141644.796875 Penalty: 3634.905029
	Iteration 22Q: 3 clusters Score -141644.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -141697.000000 Penalty: 3634.905029
	Iteration 23Q: 3 clusters Score -141697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -141770.609375 Penalty: 3634.905029
	Iteration 24Q: 3 clusters Score -141770.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -141833.140625 Penalty: 3634.905029
	Iteration 25Q: 3 clusters Score -141833.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -141865.500000 Penalty: 3634.905029
	Iteration 26Q: 3 clusters Score -141865.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -141885.093750 Penalty: 3634.905029
	Iteration 27Q: 3 clusters Score -141885.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -141907.078125 Penalty: 3634.905029
	Iteration 28Q: 3 clusters Score -141907.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -141920.890625 Penalty: 3634.905029
	Iteration 29Q: 3 clusters Score -141920.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -141931.781250 Penalty: 3634.905029
	Iteration 30Q: 3 clusters Score -141931.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -141939.796875 Penalty: 3634.905029
	Iteration 31Q: 3 clusters Score -141939.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -141949.625000 Penalty: 3634.905029
	Iteration 32Q: 3 clusters Score -141949.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -141956.093750 Penalty: 3634.905029
	Iteration 33Q: 3 clusters Score -141956.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -141957.609375 Penalty: 3634.905029
	Iteration 34Q: 3 clusters Score -141957.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -141959.390625 Penalty: 3634.905029
	Iteration 35Q: 3 clusters Score -141959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -141960.312500 Penalty: 3634.905029
	Iteration 36Q: 3 clusters Score -141960.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -141962.390625 Penalty: 3634.905029
	Iteration 37Q: 3 clusters Score -141962.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -141963.000000 Penalty: 3634.905029
	Iteration 38F: 3 clusters Score -141963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -141965.031250 Penalty: 3634.905029
	Iteration 39Q: 3 clusters Score -141965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -141968.015625 Penalty: 3634.905029
	Iteration 40F: 3 clusters Score -141968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -141968.890625 Penalty: 3634.905029
	Iteration 41Q: 3 clusters Score -141968.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -141970.562500 Penalty: 3634.905029
	Iteration 42Q: 3 clusters Score -141970.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -141973.843750 Penalty: 3634.905029
	Iteration 43Q: 3 clusters Score -141973.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -141974.718750 Penalty: 3634.905029
	Iteration 44Q: 3 clusters Score -141974.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -141975.328125 Penalty: 3634.905029
	Iteration 45Q: 3 clusters Score -141975.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -141976.109375 Penalty: 3634.905029
	Iteration 46Q: 3 clusters Score -141976.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -141977.687500 Penalty: 3634.905029
	Iteration 47Q: 3 clusters Score -141977.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -141980.015625 Penalty: 3634.905029
	Iteration 48Q: 3 clusters Score -141980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -141980.015625 Penalty: 3634.905029
	Iteration 49F: 3 clusters Score -141980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 65584 members 
Mstep: Class 4 contains 295593 members 
Mstep: Class 5 contains 4447 members 
Mstep: Class 6 contains 48810 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 210901 members 
Mstep: Class 9 contains 889 members 
Mstep: Class 10 contains 3819 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 12 contains 15997 members 
Mstep: Class 13 contains 2866 members 
Mstep: Class 14 contains 567 members 
Mstep: Class 16 contains 41287 members 
Mstep: Class 19 contains 159321 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 4017 members 
Entering Unmasked Estep 
Score: -104267016.000000 Penalty: 61069.699219
Splitting cluster 21 changes total score from -104262680.000000 to -104267016.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 22 (4017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Entering Unmasked Estep 
Score: -457593.656250 Penalty: 2057.976074
	Iteration 0F: 2 clusters Score -457593.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -453677.593750 Penalty: 4115.952148
	Iteration 0F: 3 clusters Score -453677.6 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -454562.812500 Penalty: 4115.952148
	Iteration 1F: 3 clusters Score -454562.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -454775.531250 Penalty: 4115.952148
	Iteration 2F: 3 clusters Score -454775.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -454927.125000 Penalty: 4115.952148
	Iteration 3F: 3 clusters Score -454927.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -455046.750000 Penalty: 4115.952148
	Iteration 4Q: 3 clusters Score -455046.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -455147.375000 Penalty: 4115.952148
	Iteration 5Q: 3 clusters Score -455147.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -455254.843750 Penalty: 4115.952148
	Iteration 6Q: 3 clusters Score -455254.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -455376.125000 Penalty: 4115.952148
	Iteration 7Q: 3 clusters Score -455376.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -455491.531250 Penalty: 4115.952148
	Iteration 8Q: 3 clusters Score -455491.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -455621.718750 Penalty: 4115.952148
	Iteration 9Q: 3 clusters Score -455621.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -455763.093750 Penalty: 4115.952148
	Iteration 10Q: 3 clusters Score -455763.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -455882.093750 Penalty: 4115.952148
	Iteration 11Q: 3 clusters Score -455882.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -455960.906250 Penalty: 4115.952148
	Iteration 12Q: 3 clusters Score -455960.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -456029.500000 Penalty: 4115.952148
	Iteration 13Q: 3 clusters Score -456029.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -456078.875000 Penalty: 4115.952148
	Iteration 14Q: 3 clusters Score -456078.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -456112.937500 Penalty: 4115.952148
	Iteration 15Q: 3 clusters Score -456112.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -456141.468750 Penalty: 4115.952148
	Iteration 16Q: 3 clusters Score -456141.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -456165.843750 Penalty: 4115.952148
	Iteration 17Q: 3 clusters Score -456165.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -456182.687500 Penalty: 4115.952148
	Iteration 18Q: 3 clusters Score -456182.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -456195.718750 Penalty: 4115.952148
	Iteration 19Q: 3 clusters Score -456195.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -456217.281250 Penalty: 4115.952148
	Iteration 20F: 3 clusters Score -456217.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -456233.468750 Penalty: 4115.952148
	Iteration 21Q: 3 clusters Score -456233.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -456244.750000 Penalty: 4115.952148
	Iteration 22Q: 3 clusters Score -456244.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -456247.906250 Penalty: 4115.952148
	Iteration 23Q: 3 clusters Score -456247.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -456253.406250 Penalty: 4115.952148
	Iteration 24Q: 3 clusters Score -456253.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -456257.062500 Penalty: 4115.952148
	Iteration 25Q: 3 clusters Score -456257.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -456261.687500 Penalty: 4115.952148
	Iteration 26Q: 3 clusters Score -456261.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -456263.875000 Penalty: 4115.952148
	Iteration 27Q: 3 clusters Score -456263.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -456265.437500 Penalty: 4115.952148
	Iteration 28Q: 3 clusters Score -456265.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -456266.093750 Penalty: 4115.952148
	Iteration 29Q: 3 clusters Score -456266.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -456268.531250 Penalty: 4115.952148
	Iteration 30Q: 3 clusters Score -456268.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -456270.031250 Penalty: 4115.952148
	Iteration 31Q: 3 clusters Score -456270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -456270.937500 Penalty: 4115.952148
	Iteration 32Q: 3 clusters Score -456270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -456271.093750 Penalty: 4115.952148
	Iteration 33Q: 3 clusters Score -456271.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -456271.093750 Penalty: 4115.952148
	Iteration 34F: 3 clusters Score -456271.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 65584 members 
Mstep: Class 4 contains 295593 members 
Mstep: Class 5 contains 4447 members 
Mstep: Class 6 contains 48810 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 210901 members 
Mstep: Class 9 contains 889 members 
Mstep: Class 12 contains 15997 members 
Mstep: Class 13 contains 2866 members 
Mstep: Class 16 contains 41287 members 
Mstep: Class 19 contains 159321 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 4017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104268704.000000 Penalty: 61069.699219
Iteration 39Q: 19 clusters Score -1.042687e+08 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 65366 members 
Mstep: Class 4 contains 292872 members 
Mstep: Class 5 contains 4398 members 
Mstep: Class 6 contains 49228 members 
Mstep: Class 7 contains 12333 members 
Mstep: Class 8 contains 210240 members 
Mstep: Class 9 contains 858 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 15733 members 
Mstep: Class 13 contains 2809 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 16 contains 40903 members 
Mstep: Class 19 contains 162902 members 
Mstep: Class 21 contains 1078 members 
Mstep: Class 22 contains 3989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104270440.000000 Penalty: 61069.699219
Iteration 40F: 19 clusters Score -1.042704e+08 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 546 members 
Mstep: Class 3 contains 65118 members 
Mstep: Class 4 contains 290360 members 
Mstep: Class 5 contains 4341 members 
Mstep: Class 6 contains 49783 members 
Mstep: Class 7 contains 12227 members 
Mstep: Class 8 contains 209488 members 
Mstep: Class 9 contains 857 members 
Mstep: Class 10 contains 4412 members 
Mstep: Class 11 contains 1805 members 
Mstep: Class 12 contains 15527 members 
Mstep: Class 13 contains 2742 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 16 contains 40524 members 
Mstep: Class 19 contains 166354 members 
Mstep: Class 21 contains 1111 members 
Mstep: Class 22 contains 3901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104272872.000000 Penalty: 61069.699219
Iteration 41Q: 19 clusters Score -1.042729e+08 nChanged 9511
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 64875 members 
Mstep: Class 4 contains 288099 members 
Mstep: Class 5 contains 4309 members 
Mstep: Class 6 contains 50306 members 
Mstep: Class 7 contains 12134 members 
Mstep: Class 8 contains 208848 members 
Mstep: Class 9 contains 857 members 
Mstep: Class 10 contains 4484 members 
Mstep: Class 11 contains 1831 members 
Mstep: Class 12 contains 15298 members 
Mstep: Class 13 contains 2720 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 16 contains 40115 members 
Mstep: Class 19 contains 169576 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 3863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104274304.000000 Penalty: 61069.699219
Iteration 42Q: 19 clusters Score -1.042743e+08 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 64623 members 
Mstep: Class 4 contains 285848 members 
Mstep: Class 5 contains 4270 members 
Mstep: Class 6 contains 50844 members 
Mstep: Class 7 contains 12051 members 
Mstep: Class 8 contains 208389 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4507 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 12 contains 15092 members 
Mstep: Class 13 contains 2708 members 
Mstep: Class 14 contains 573 members 
Mstep: Class 16 contains 39737 members 
Mstep: Class 19 contains 172600 members 
Mstep: Class 21 contains 1149 members 
Mstep: Class 22 contains 3844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104275360.000000 Penalty: 61069.699219
Iteration 43Q: 19 clusters Score -1.042754e+08 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 64415 members 
Mstep: Class 4 contains 283697 members 
Mstep: Class 5 contains 4244 members 
Mstep: Class 6 contains 51298 members 
Mstep: Class 7 contains 11974 members 
Mstep: Class 8 contains 208141 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 4513 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 14881 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 16 contains 39346 members 
Mstep: Class 19 contains 175368 members 
Mstep: Class 21 contains 1160 members 
Mstep: Class 22 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104277488.000000 Penalty: 61069.699219
Iteration 44Q: 19 clusters Score -1.042775e+08 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 64229 members 
Mstep: Class 4 contains 281562 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 51754 members 
Mstep: Class 7 contains 11907 members 
Mstep: Class 8 contains 208025 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4519 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 14690 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 16 contains 38989 members 
Mstep: Class 19 contains 177921 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 3838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104278744.000000 Penalty: 61069.699219
Iteration 45Q: 19 clusters Score -1.042787e+08 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 64073 members 
Mstep: Class 4 contains 279440 members 
Mstep: Class 5 contains 4168 members 
Mstep: Class 6 contains 52343 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 207976 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4518 members 
Mstep: Class 11 contains 1861 members 
Mstep: Class 12 contains 14496 members 
Mstep: Class 13 contains 2681 members 
Mstep: Class 14 contains 573 members 
Mstep: Class 16 contains 38663 members 
Mstep: Class 19 contains 180205 members 
Mstep: Class 21 contains 1178 members 
Mstep: Class 22 contains 3830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280080.000000 Penalty: 61069.699219
Iteration 46Q: 19 clusters Score -1.042801e+08 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 63931 members 
Mstep: Class 4 contains 277324 members 
Mstep: Class 5 contains 4121 members 
Mstep: Class 6 contains 52910 members 
Mstep: Class 7 contains 11831 members 
Mstep: Class 8 contains 208019 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4517 members 
Mstep: Class 11 contains 1864 members 
Mstep: Class 12 contains 14327 members 
Mstep: Class 13 contains 2681 members 
Mstep: Class 14 contains 576 members 
Mstep: Class 16 contains 38351 members 
Mstep: Class 19 contains 182346 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 3825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280616.000000 Penalty: 61069.699219
Iteration 47Q: 19 clusters Score -1.042806e+08 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 63816 members 
Mstep: Class 4 contains 275194 members 
Mstep: Class 5 contains 4075 members 
Mstep: Class 6 contains 53520 members 
Mstep: Class 7 contains 11805 members 
Mstep: Class 8 contains 208030 members 
Mstep: Class 9 contains 844 members 
Mstep: Class 10 contains 4519 members 
Mstep: Class 11 contains 1867 members 
Mstep: Class 12 contains 14205 members 
Mstep: Class 13 contains 2684 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 38062 members 
Mstep: Class 19 contains 184376 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 3822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281872.000000 Penalty: 61069.699219
Iteration 48Q: 19 clusters Score -1.042819e+08 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 63716 members 
Mstep: Class 4 contains 272974 members 
Mstep: Class 5 contains 4047 members 
Mstep: Class 6 contains 54147 members 
Mstep: Class 7 contains 11774 members 
Mstep: Class 8 contains 208181 members 
Mstep: Class 9 contains 844 members 
Mstep: Class 10 contains 4526 members 
Mstep: Class 11 contains 1869 members 
Mstep: Class 12 contains 14094 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 582 members 
Mstep: Class 16 contains 37772 members 
Mstep: Class 19 contains 186287 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 3819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282896.000000 Penalty: 61069.699219
Iteration 49Q: 19 clusters Score -1.042829e+08 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 63613 members 
Mstep: Class 4 contains 270834 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 54775 members 
Mstep: Class 7 contains 11758 members 
Mstep: Class 8 contains 208415 members 
Mstep: Class 9 contains 842 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 1878 members 
Mstep: Class 12 contains 13979 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 582 members 
Mstep: Class 16 contains 37496 members 
Mstep: Class 19 contains 188048 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 3809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283808.000000 Penalty: 61069.699219
Iteration 50Q: 19 clusters Score -1.042838e+08 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 63526 members 
Mstep: Class 4 contains 268815 members 
Mstep: Class 5 contains 3985 members 
Mstep: Class 6 contains 55371 members 
Mstep: Class 7 contains 11750 members 
Mstep: Class 8 contains 208663 members 
Mstep: Class 9 contains 843 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 1885 members 
Mstep: Class 12 contains 13876 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 582 members 
Mstep: Class 16 contains 37223 members 
Mstep: Class 19 contains 189675 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 3804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283856.000000 Penalty: 61069.699219
Iteration 51Q: 19 clusters Score -1.042839e+08 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 63402 members 
Mstep: Class 4 contains 266832 members 
Mstep: Class 5 contains 3970 members 
Mstep: Class 6 contains 56001 members 
Mstep: Class 7 contains 11739 members 
Mstep: Class 8 contains 208977 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4547 members 
Mstep: Class 11 contains 1889 members 
Mstep: Class 12 contains 13778 members 
Mstep: Class 13 contains 2684 members 
Mstep: Class 14 contains 583 members 
Mstep: Class 16 contains 36982 members 
Mstep: Class 19 contains 191156 members 
Mstep: Class 21 contains 1184 members 
Mstep: Class 22 contains 3801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284072.000000 Penalty: 61069.699219
Iteration 52Q: 19 clusters Score -1.042841e+08 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 541 members 
Mstep: Class 3 contains 63307 members 
Mstep: Class 4 contains 265038 members 
Mstep: Class 5 contains 3961 members 
Mstep: Class 6 contains 56614 members 
Mstep: Class 7 contains 11728 members 
Mstep: Class 8 contains 209254 members 
Mstep: Class 9 contains 845 members 
Mstep: Class 10 contains 4553 members 
Mstep: Class 11 contains 1893 members 
Mstep: Class 12 contains 13678 members 
Mstep: Class 13 contains 2682 members 
Mstep: Class 14 contains 583 members 
Mstep: Class 16 contains 36759 members 
Mstep: Class 19 contains 192459 members 
Mstep: Class 21 contains 1189 members 
Mstep: Class 22 contains 3799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285176.000000 Penalty: 61069.699219
Iteration 53Q: 19 clusters Score -1.042852e+08 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 541 members 
Mstep: Class 3 contains 63230 members 
Mstep: Class 4 contains 263349 members 
Mstep: Class 5 contains 3947 members 
Mstep: Class 6 contains 57235 members 
Mstep: Class 7 contains 11717 members 
Mstep: Class 8 contains 209512 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 13615 members 
Mstep: Class 13 contains 2679 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 16 contains 36573 members 
Mstep: Class 19 contains 193584 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 3797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285696.000000 Penalty: 61069.699219
Iteration 54Q: 19 clusters Score -1.042857e+08 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 63164 members 
Mstep: Class 4 contains 261867 members 
Mstep: Class 5 contains 3940 members 
Mstep: Class 6 contains 57815 members 
Mstep: Class 7 contains 11709 members 
Mstep: Class 8 contains 209750 members 
Mstep: Class 9 contains 845 members 
Mstep: Class 10 contains 4567 members 
Mstep: Class 11 contains 1901 members 
Mstep: Class 12 contains 13542 members 
Mstep: Class 13 contains 2682 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 16 contains 36374 members 
Mstep: Class 19 contains 194553 members 
Mstep: Class 21 contains 1194 members 
Mstep: Class 22 contains 3793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285856.000000 Penalty: 61069.699219
Iteration 55Q: 19 clusters Score -1.042859e+08 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 63112 members 
Mstep: Class 4 contains 260418 members 
Mstep: Class 5 contains 3936 members 
Mstep: Class 6 contains 58394 members 
Mstep: Class 7 contains 11693 members 
Mstep: Class 8 contains 210030 members 
Mstep: Class 9 contains 842 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 13461 members 
Mstep: Class 13 contains 2682 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 16 contains 36219 members 
Mstep: Class 19 contains 195395 members 
Mstep: Class 21 contains 1196 members 
Mstep: Class 22 contains 3792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286888.000000 Penalty: 61069.699219
Iteration 56Q: 19 clusters Score -1.042869e+08 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 63064 members 
Mstep: Class 4 contains 259102 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 58971 members 
Mstep: Class 7 contains 11659 members 
Mstep: Class 8 contains 210236 members 
Mstep: Class 9 contains 842 members 
Mstep: Class 10 contains 4576 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 13388 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 583 members 
Mstep: Class 16 contains 36071 members 
Mstep: Class 19 contains 196151 members 
Mstep: Class 21 contains 1197 members 
Mstep: Class 22 contains 3786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287232.000000 Penalty: 61069.699219
Iteration 57Q: 19 clusters Score -1.042872e+08 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 62993 members 
Mstep: Class 4 contains 257949 members 
Mstep: Class 5 contains 3948 members 
Mstep: Class 6 contains 59534 members 
Mstep: Class 7 contains 11649 members 
Mstep: Class 8 contains 210424 members 
Mstep: Class 9 contains 844 members 
Mstep: Class 10 contains 4581 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 13318 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 583 members 
Mstep: Class 16 contains 35918 members 
Mstep: Class 19 contains 196807 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 3781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287528.000000 Penalty: 61069.699219
Iteration 58Q: 19 clusters Score -1.042875e+08 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 62938 members 
Mstep: Class 4 contains 256895 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 60068 members 
Mstep: Class 7 contains 11639 members 
Mstep: Class 8 contains 210666 members 
Mstep: Class 9 contains 844 members 
Mstep: Class 10 contains 4581 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 13245 members 
Mstep: Class 13 contains 2692 members 
Mstep: Class 14 contains 581 members 
Mstep: Class 16 contains 35774 members 
Mstep: Class 19 contains 197322 members 
Mstep: Class 21 contains 1200 members 
Mstep: Class 22 contains 3776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287328.000000 Penalty: 61069.699219
Iteration 59Q: 19 clusters Score -1.042873e+08 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 62899 members 
Mstep: Class 4 contains 255943 members 
Mstep: Class 5 contains 3961 members 
Mstep: Class 6 contains 60555 members 
Mstep: Class 7 contains 11608 members 
Mstep: Class 8 contains 210850 members 
Mstep: Class 9 contains 844 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 13170 members 
Mstep: Class 13 contains 2692 members 
Mstep: Class 14 contains 579 members 
Mstep: Class 16 contains 35662 members 
Mstep: Class 19 contains 197805 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 3776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287848.000000 Penalty: 61069.699219
Iteration 60F: 19 clusters Score -1.042878e+08 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 62853 members 
Mstep: Class 4 contains 255126 members 
Mstep: Class 5 contains 3956 members 
Mstep: Class 6 contains 61065 members 
Mstep: Class 7 contains 11601 members 
Mstep: Class 8 contains 210981 members 
Mstep: Class 9 contains 845 members 
Mstep: Class 10 contains 4585 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 13100 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 581 members 
Mstep: Class 16 contains 35549 members 
Mstep: Class 19 contains 198205 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 3772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104287960.000000 Penalty: 61069.699219
Iteration 61Q: 19 clusters Score -1.04288e+08 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 62808 members 
Mstep: Class 4 contains 254451 members 
Mstep: Class 5 contains 3957 members 
Mstep: Class 6 contains 61593 members 
Mstep: Class 7 contains 11613 members 
Mstep: Class 8 contains 211095 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 13048 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35419 members 
Mstep: Class 19 contains 198430 members 
Mstep: Class 21 contains 1210 members 
Mstep: Class 22 contains 3770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288232.000000 Penalty: 61069.699219
Iteration 62Q: 19 clusters Score -1.042882e+08 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 62772 members 
Mstep: Class 4 contains 253758 members 
Mstep: Class 5 contains 3959 members 
Mstep: Class 6 contains 62132 members 
Mstep: Class 7 contains 11617 members 
Mstep: Class 8 contains 211237 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4587 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 12983 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 578 members 
Mstep: Class 16 contains 35323 members 
Mstep: Class 19 contains 198620 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288416.000000 Penalty: 61069.699219
Iteration 63Q: 19 clusters Score -1.042884e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 62730 members 
Mstep: Class 4 contains 253164 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 62657 members 
Mstep: Class 7 contains 11625 members 
Mstep: Class 8 contains 211335 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 12929 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 35241 members 
Mstep: Class 19 contains 198731 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288384.000000 Penalty: 61069.699219
Iteration 64Q: 19 clusters Score -1.042884e+08 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 62704 members 
Mstep: Class 4 contains 252665 members 
Mstep: Class 5 contains 3971 members 
Mstep: Class 6 contains 63137 members 
Mstep: Class 7 contains 11621 members 
Mstep: Class 8 contains 211424 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 12907 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 35170 members 
Mstep: Class 19 contains 198760 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288512.000000 Penalty: 61069.699219
Iteration 65Q: 19 clusters Score -1.042885e+08 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 62681 members 
Mstep: Class 4 contains 252226 members 
Mstep: Class 5 contains 3973 members 
Mstep: Class 6 contains 63635 members 
Mstep: Class 7 contains 11621 members 
Mstep: Class 8 contains 211510 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 12874 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 35115 members 
Mstep: Class 19 contains 198712 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288744.000000 Penalty: 61069.699219
Iteration 66Q: 19 clusters Score -1.042887e+08 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 62660 members 
Mstep: Class 4 contains 251805 members 
Mstep: Class 5 contains 3968 members 
Mstep: Class 6 contains 64130 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 211622 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 12826 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 35055 members 
Mstep: Class 19 contains 198646 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289144.000000 Penalty: 61069.699219
Iteration 67Q: 19 clusters Score -1.042891e+08 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 62643 members 
Mstep: Class 4 contains 251430 members 
Mstep: Class 5 contains 3970 members 
Mstep: Class 6 contains 64683 members 
Mstep: Class 7 contains 11630 members 
Mstep: Class 8 contains 211630 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 12784 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 35020 members 
Mstep: Class 19 contains 198553 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289160.000000 Penalty: 61069.699219
Iteration 68Q: 19 clusters Score -1.042892e+08 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 62631 members 
Mstep: Class 4 contains 251059 members 
Mstep: Class 5 contains 3972 members 
Mstep: Class 6 contains 65223 members 
Mstep: Class 7 contains 11628 members 
Mstep: Class 8 contains 211674 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 12731 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34978 members 
Mstep: Class 19 contains 198432 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289336.000000 Penalty: 61069.699219
Iteration 69Q: 19 clusters Score -1.042893e+08 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62634 members 
Mstep: Class 4 contains 250706 members 
Mstep: Class 5 contains 3975 members 
Mstep: Class 6 contains 65812 members 
Mstep: Class 7 contains 11630 members 
Mstep: Class 8 contains 211608 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 12693 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34950 members 
Mstep: Class 19 contains 198294 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289192.000000 Penalty: 61069.699219
Iteration 70Q: 19 clusters Score -1.042892e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62611 members 
Mstep: Class 4 contains 250451 members 
Mstep: Class 5 contains 3977 members 
Mstep: Class 6 contains 66411 members 
Mstep: Class 7 contains 11620 members 
Mstep: Class 8 contains 211456 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 12661 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34939 members 
Mstep: Class 19 contains 198152 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289328.000000 Penalty: 61069.699219
Iteration 71Q: 19 clusters Score -1.042893e+08 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62604 members 
Mstep: Class 4 contains 250200 members 
Mstep: Class 5 contains 3984 members 
Mstep: Class 6 contains 67061 members 
Mstep: Class 7 contains 11617 members 
Mstep: Class 8 contains 211301 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 12619 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34920 members 
Mstep: Class 19 contains 197950 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289552.000000 Penalty: 61069.699219
Iteration 72Q: 19 clusters Score -1.042896e+08 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62584 members 
Mstep: Class 4 contains 249975 members 
Mstep: Class 5 contains 3987 members 
Mstep: Class 6 contains 67711 members 
Mstep: Class 7 contains 11611 members 
Mstep: Class 8 contains 211106 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 12591 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34910 members 
Mstep: Class 19 contains 197770 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289704.000000 Penalty: 61069.699219
Iteration 73Q: 19 clusters Score -1.042897e+08 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62575 members 
Mstep: Class 4 contains 249742 members 
Mstep: Class 5 contains 3984 members 
Mstep: Class 6 contains 68393 members 
Mstep: Class 7 contains 11610 members 
Mstep: Class 8 contains 210860 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 12561 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34873 members 
Mstep: Class 19 contains 197643 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289704.000000 Penalty: 61069.699219
Iteration 74Q: 19 clusters Score -1.042897e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62587 members 
Mstep: Class 4 contains 249485 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 69132 members 
Mstep: Class 7 contains 11606 members 
Mstep: Class 8 contains 210521 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 12531 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34864 members 
Mstep: Class 19 contains 197514 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289656.000000 Penalty: 61069.699219
Iteration 75Q: 19 clusters Score -1.042897e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62593 members 
Mstep: Class 4 contains 249215 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 69917 members 
Mstep: Class 7 contains 11611 members 
Mstep: Class 8 contains 210122 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 12506 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34852 members 
Mstep: Class 19 contains 197406 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289624.000000 Penalty: 61069.699219
Iteration 76Q: 19 clusters Score -1.042896e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62609 members 
Mstep: Class 4 contains 248963 members 
Mstep: Class 5 contains 3976 members 
Mstep: Class 6 contains 70703 members 
Mstep: Class 7 contains 11611 members 
Mstep: Class 8 contains 209739 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 12476 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34837 members 
Mstep: Class 19 contains 197272 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289928.000000 Penalty: 61069.699219
Iteration 77Q: 19 clusters Score -1.042899e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62605 members 
Mstep: Class 4 contains 248716 members 
Mstep: Class 5 contains 3973 members 
Mstep: Class 6 contains 71516 members 
Mstep: Class 7 contains 11609 members 
Mstep: Class 8 contains 209364 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4612 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 12464 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34822 members 
Mstep: Class 19 contains 197102 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104289896.000000 Penalty: 61069.699219
Iteration 78Q: 19 clusters Score -1.042899e+08 nChanged 1943
Entering ConstructFrom: 
Score: -104289896.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (5394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Entering Unmasked Estep 
Score: -650335.937500 Penalty: 2131.074463
	Iteration 0F: 2 clusters Score -650335.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -645600.562500 Penalty: 4262.148926
	Iteration 0F: 3 clusters Score -645600.6 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -646760.437500 Penalty: 4262.148926
	Iteration 1F: 3 clusters Score -646760.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -646984.125000 Penalty: 4262.148926
	Iteration 2F: 3 clusters Score -646984.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -647115.312500 Penalty: 4262.148926
	Iteration 3Q: 3 clusters Score -647115.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -647224.437500 Penalty: 4262.148926
	Iteration 4Q: 3 clusters Score -647224.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -647320.250000 Penalty: 4262.148926
	Iteration 5Q: 3 clusters Score -647320.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -647392.000000 Penalty: 4262.148926
	Iteration 6Q: 3 clusters Score -647392 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -647455.375000 Penalty: 4262.148926
	Iteration 7Q: 3 clusters Score -647455.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -647514.312500 Penalty: 4262.148926
	Iteration 8Q: 3 clusters Score -647514.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -647578.125000 Penalty: 4262.148926
	Iteration 9Q: 3 clusters Score -647578.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -647658.125000 Penalty: 4262.148926
	Iteration 10Q: 3 clusters Score -647658.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -647737.875000 Penalty: 4262.148926
	Iteration 11Q: 3 clusters Score -647737.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -647825.000000 Penalty: 4262.148926
	Iteration 12Q: 3 clusters Score -647825 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -647911.937500 Penalty: 4262.148926
	Iteration 13Q: 3 clusters Score -647911.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -647985.750000 Penalty: 4262.148926
	Iteration 14Q: 3 clusters Score -647985.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -648040.562500 Penalty: 4262.148926
	Iteration 15Q: 3 clusters Score -648040.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -648086.750000 Penalty: 4262.148926
	Iteration 16Q: 3 clusters Score -648086.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -648141.562500 Penalty: 4262.148926
	Iteration 17Q: 3 clusters Score -648141.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -648202.687500 Penalty: 4262.148926
	Iteration 18Q: 3 clusters Score -648202.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -648249.812500 Penalty: 4262.148926
	Iteration 19Q: 3 clusters Score -648249.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -648300.750000 Penalty: 4262.148926
	Iteration 20F: 3 clusters Score -648300.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -648345.750000 Penalty: 4262.148926
	Iteration 21Q: 3 clusters Score -648345.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -648376.312500 Penalty: 4262.148926
	Iteration 22Q: 3 clusters Score -648376.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -648394.937500 Penalty: 4262.148926
	Iteration 23Q: 3 clusters Score -648394.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -648409.000000 Penalty: 4262.148926
	Iteration 24Q: 3 clusters Score -648409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -648419.500000 Penalty: 4262.148926
	Iteration 25Q: 3 clusters Score -648419.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -648424.250000 Penalty: 4262.148926
	Iteration 26Q: 3 clusters Score -648424.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -648432.875000 Penalty: 4262.148926
	Iteration 27Q: 3 clusters Score -648432.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -648441.562500 Penalty: 4262.148926
	Iteration 28Q: 3 clusters Score -648441.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -648452.812500 Penalty: 4262.148926
	Iteration 29Q: 3 clusters Score -648452.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -648462.500000 Penalty: 4262.148926
	Iteration 30Q: 3 clusters Score -648462.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -648467.812500 Penalty: 4262.148926
	Iteration 31Q: 3 clusters Score -648467.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -648474.812500 Penalty: 4262.148926
	Iteration 32Q: 3 clusters Score -648474.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -648480.875000 Penalty: 4262.148926
	Iteration 33Q: 3 clusters Score -648480.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -648485.062500 Penalty: 4262.148926
	Iteration 34Q: 3 clusters Score -648485.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -648498.312500 Penalty: 4262.148926
	Iteration 35Q: 3 clusters Score -648498.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -648517.937500 Penalty: 4262.148926
	Iteration 36Q: 3 clusters Score -648517.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -648534.750000 Penalty: 4262.148926
	Iteration 37Q: 3 clusters Score -648534.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -648549.875000 Penalty: 4262.148926
	Iteration 38Q: 3 clusters Score -648549.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -648563.125000 Penalty: 4262.148926
	Iteration 39Q: 3 clusters Score -648563.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -648576.000000 Penalty: 4262.148926
	Iteration 40F: 3 clusters Score -648576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -648581.562500 Penalty: 4262.148926
	Iteration 41Q: 3 clusters Score -648581.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -648585.250000 Penalty: 4262.148926
	Iteration 42Q: 3 clusters Score -648585.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -648587.250000 Penalty: 4262.148926
	Iteration 43Q: 3 clusters Score -648587.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -648592.125000 Penalty: 4262.148926
	Iteration 44Q: 3 clusters Score -648592.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -648593.125000 Penalty: 4262.148926
	Iteration 45Q: 3 clusters Score -648593.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -648595.687500 Penalty: 4262.148926
	Iteration 46Q: 3 clusters Score -648595.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -648595.125000 Penalty: 4262.148926
	Iteration 47Q: 3 clusters Score -648595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -648594.937500 Penalty: 4262.148926
	Iteration 48Q: 3 clusters Score -648594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -648596.750000 Penalty: 4262.148926
	Iteration 49Q: 3 clusters Score -648596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -648598.500000 Penalty: 4262.148926
	Iteration 50Q: 3 clusters Score -648598.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -648598.500000 Penalty: 4262.148926
	Iteration 51F: 3 clusters Score -648598.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -52711.855469 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -52711.86 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 245 members 
Entering Unmasked Estep 
Score: -51229.132812 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -51229.13 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51477.695312 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -51477.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51603.648438 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -51603.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51708.078125 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -51708.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51825.140625 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -51825.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -51949.496094 Penalty: 3116.930664
	Iteration 5F: 3 clusters Score -51949.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52041.464844 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -52041.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52117.789062 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -52117.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52141.257812 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -52141.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52150.160156 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -52150.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52155.160156 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -52155.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52155.160156 Penalty: 3116.930664
	Iteration 11F: 3 clusters Score -52155.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (62595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62595 members 
Entering Unmasked Estep 
Score: -7683399.500000 Penalty: 2739.021240
	Iteration 0F: 2 clusters Score -7683400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -7641416.000000 Penalty: 5478.042480
	Iteration 0F: 3 clusters Score -7641416 nChanged 29375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -7657619.000000 Penalty: 5478.042480
	Iteration 1F: 3 clusters Score -7657619 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -7658115.500000 Penalty: 5478.042480
	Iteration 2Q: 3 clusters Score -7658116 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -7658545.000000 Penalty: 5478.042480
	Iteration 3Q: 3 clusters Score -7658545 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -7658972.500000 Penalty: 5478.042480
	Iteration 4Q: 3 clusters Score -7658972 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -7659554.500000 Penalty: 5478.042480
	Iteration 5Q: 3 clusters Score -7659554 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -7660199.500000 Penalty: 5478.042480
	Iteration 6Q: 3 clusters Score -7660200 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -7661097.500000 Penalty: 5478.042480
	Iteration 7Q: 3 clusters Score -7661098 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -7662424.000000 Penalty: 5478.042480
	Iteration 8Q: 3 clusters Score -7662424 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -7664524.500000 Penalty: 5478.042480
	Iteration 9F: 3 clusters Score -7664524 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -7667681.000000 Penalty: 5478.042480
	Iteration 10F: 3 clusters Score -7667681 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -7671562.500000 Penalty: 5478.042480
	Iteration 11F: 3 clusters Score -7671562 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -7675103.500000 Penalty: 5478.042480
	Iteration 12F: 3 clusters Score -7675104 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -7677010.000000 Penalty: 5478.042480
	Iteration 13Q: 3 clusters Score -7677010 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -7677678.000000 Penalty: 5478.042480
	Iteration 14Q: 3 clusters Score -7677678 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
Score: -7678000.500000 Penalty: 5478.042480
	Iteration 15Q: 3 clusters Score -7678000 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -7678292.000000 Penalty: 5478.042480
	Iteration 16Q: 3 clusters Score -7678292 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -7678506.500000 Penalty: 5478.042480
	Iteration 17Q: 3 clusters Score -7678506 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -7678675.500000 Penalty: 5478.042480
	Iteration 18Q: 3 clusters Score -7678676 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -7678848.500000 Penalty: 5478.042480
	Iteration 19Q: 3 clusters Score -7678848 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -7678992.000000 Penalty: 5478.042480
	Iteration 20F: 3 clusters Score -7678992 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -7679123.500000 Penalty: 5478.042480
	Iteration 21Q: 3 clusters Score -7679124 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -7679249.500000 Penalty: 5478.042480
	Iteration 22Q: 3 clusters Score -7679250 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -7679356.000000 Penalty: 5478.042480
	Iteration 23Q: 3 clusters Score -7679356 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -7679466.000000 Penalty: 5478.042480
	Iteration 24Q: 3 clusters Score -7679466 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -7679557.500000 Penalty: 5478.042480
	Iteration 25Q: 3 clusters Score -7679558 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -7679625.000000 Penalty: 5478.042480
	Iteration 26Q: 3 clusters Score -7679625 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -7679740.500000 Penalty: 5478.042480
	Iteration 27Q: 3 clusters Score -7679740 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -7679809.500000 Penalty: 5478.042480
	Iteration 28Q: 3 clusters Score -7679810 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 56305 members 
Entering Unmasked Estep 
Score: -7679895.000000 Penalty: 5478.042480
	Iteration 29Q: 3 clusters Score -7679895 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
Score: -7679980.500000 Penalty: 5478.042480
	Iteration 30Q: 3 clusters Score -7679980 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -7680054.500000 Penalty: 5478.042480
	Iteration 31Q: 3 clusters Score -7680054 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -7680126.000000 Penalty: 5478.042480
	Iteration 32Q: 3 clusters Score -7680126 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -7680177.500000 Penalty: 5478.042480
	Iteration 33Q: 3 clusters Score -7680178 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 57818 members 
Entering Unmasked Estep 
Score: -7680247.000000 Penalty: 5478.042480
	Iteration 34Q: 3 clusters Score -7680247 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -7680283.500000 Penalty: 5478.042480
	Iteration 35Q: 3 clusters Score -7680284 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -7680359.000000 Penalty: 5478.042480
	Iteration 36Q: 3 clusters Score -7680359 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -7680405.000000 Penalty: 5478.042480
	Iteration 37Q: 3 clusters Score -7680405 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 58724 members 
Entering Unmasked Estep 
Score: -7680443.500000 Penalty: 5478.042480
	Iteration 38Q: 3 clusters Score -7680444 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 58918 members 
Entering Unmasked Estep 
Score: -7680498.500000 Penalty: 5478.042480
	Iteration 39Q: 3 clusters Score -7680498 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -7680570.500000 Penalty: 5478.042480
	Iteration 40F: 3 clusters Score -7680570 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 59271 members 
Entering Unmasked Estep 
Score: -7680639.000000 Penalty: 5478.042480
	Iteration 41Q: 3 clusters Score -7680639 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -7680670.500000 Penalty: 5478.042480
	Iteration 42Q: 3 clusters Score -7680670 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -7680698.500000 Penalty: 5478.042480
	Iteration 43Q: 3 clusters Score -7680698 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 59703 members 
Entering Unmasked Estep 
Score: -7680722.000000 Penalty: 5478.042480
	Iteration 44Q: 3 clusters Score -7680722 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -7680766.500000 Penalty: 5478.042480
	Iteration 45Q: 3 clusters Score -7680766 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -7680824.500000 Penalty: 5478.042480
	Iteration 46Q: 3 clusters Score -7680824 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -7680856.500000 Penalty: 5478.042480
	Iteration 47Q: 3 clusters Score -7680856 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 60162 members 
Entering Unmasked Estep 
Score: -7680868.000000 Penalty: 5478.042480
	Iteration 48Q: 3 clusters Score -7680868 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -7680894.500000 Penalty: 5478.042480
	Iteration 49Q: 3 clusters Score -7680894 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 60342 members 
Entering Unmasked Estep 
Score: -7680948.500000 Penalty: 5478.042480
	Iteration 50Q: 3 clusters Score -7680948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -7680973.000000 Penalty: 5478.042480
	Iteration 51Q: 3 clusters Score -7680973 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -7680987.000000 Penalty: 5478.042480
	Iteration 52Q: 3 clusters Score -7680987 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -7681015.500000 Penalty: 5478.042480
	Iteration 53Q: 3 clusters Score -7681016 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -7681021.500000 Penalty: 5478.042480
	Iteration 54Q: 3 clusters Score -7681022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -7681031.000000 Penalty: 5478.042480
	Iteration 55Q: 3 clusters Score -7681031 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -7681044.000000 Penalty: 5478.042480
	Iteration 56Q: 3 clusters Score -7681044 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 60798 members 
Entering Unmasked Estep 
Score: -7681067.500000 Penalty: 5478.042480
	Iteration 57Q: 3 clusters Score -7681068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -7681102.500000 Penalty: 5478.042480
	Iteration 58Q: 3 clusters Score -7681102 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -7681122.000000 Penalty: 5478.042480
	Iteration 59Q: 3 clusters Score -7681122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -7681135.500000 Penalty: 5478.042480
	Iteration 60F: 3 clusters Score -7681136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -7681132.500000 Penalty: 5478.042480
	Iteration 61Q: 3 clusters Score -7681132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -7681148.000000 Penalty: 5478.042480
	Iteration 62Q: 3 clusters Score -7681148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -7681177.500000 Penalty: 5478.042480
	Iteration 63Q: 3 clusters Score -7681178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -7681180.500000 Penalty: 5478.042480
	Iteration 64Q: 3 clusters Score -7681180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 61110 members 
Entering Unmasked Estep 
Score: -7681200.500000 Penalty: 5478.042480
	Iteration 65Q: 3 clusters Score -7681200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -7681215.000000 Penalty: 5478.042480
	Iteration 66Q: 3 clusters Score -7681215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -7681206.000000 Penalty: 5478.042480
	Iteration 67Q: 3 clusters Score -7681206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -7681204.000000 Penalty: 5478.042480
	Iteration 68Q: 3 clusters Score -7681204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -7681218.000000 Penalty: 5478.042480
	Iteration 69Q: 3 clusters Score -7681218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -7681228.000000 Penalty: 5478.042480
	Iteration 70Q: 3 clusters Score -7681228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -7681229.000000 Penalty: 5478.042480
	Iteration 71Q: 3 clusters Score -7681229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -7681228.000000 Penalty: 5478.042480
	Iteration 72Q: 3 clusters Score -7681228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 61228 members 
Entering Unmasked Estep 
Score: -7681235.500000 Penalty: 5478.042480
	Iteration 73Q: 3 clusters Score -7681236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -7681236.000000 Penalty: 5478.042480
	Iteration 74Q: 3 clusters Score -7681236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 61238 members 
Entering Unmasked Estep 
Score: -7681234.000000 Penalty: 5478.042480
	Iteration 75Q: 3 clusters Score -7681234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 61243 members 
Entering Unmasked Estep 
Score: -7681240.000000 Penalty: 5478.042480
	Iteration 76Q: 3 clusters Score -7681240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -7681233.500000 Penalty: 5478.042480
	Iteration 77Q: 3 clusters Score -7681234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -7681234.500000 Penalty: 5478.042480
	Iteration 78Q: 3 clusters Score -7681234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -7681237.000000 Penalty: 5478.042480
	Iteration 79Q: 3 clusters Score -7681237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -7681237.000000 Penalty: 5478.042480
	Iteration 80F: 3 clusters Score -7681237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (248473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248473 members 
Entering Unmasked Estep 
Score: -30077242.000000 Penalty: 3080.926025
	Iteration 0F: 2 clusters Score -3.007724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124072 members 
Mstep: Class 2 contains 124401 members 
Entering Unmasked Estep 
Score: -29918118.000000 Penalty: 6161.852051
	Iteration 0F: 3 clusters Score -2.991812e+07 nChanged 120283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120733 members 
Mstep: Class 2 contains 127740 members 
Entering Unmasked Estep 
Score: -29989782.000000 Penalty: 6161.852051
	Iteration 1F: 3 clusters Score -2.998978e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118337 members 
Mstep: Class 2 contains 130136 members 
Entering Unmasked Estep 
Score: -29991246.000000 Penalty: 6161.852051
	Iteration 2Q: 3 clusters Score -2.999125e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114660 members 
Mstep: Class 2 contains 133813 members 
Entering Unmasked Estep 
Score: -29993444.000000 Penalty: 6161.852051
	Iteration 3Q: 3 clusters Score -2.999344e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109047 members 
Mstep: Class 2 contains 139426 members 
Entering Unmasked Estep 
Score: -29996412.000000 Penalty: 6161.852051
	Iteration 4Q: 3 clusters Score -2.999641e+07 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101005 members 
Mstep: Class 2 contains 147468 members 
Entering Unmasked Estep 
Score: -30000976.000000 Penalty: 6161.852051
	Iteration 5Q: 3 clusters Score -3.000098e+07 nChanged 13145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 158549 members 
Entering Unmasked Estep 
Score: -30008540.000000 Penalty: 6161.852051
	Iteration 6F: 3 clusters Score -3.000854e+07 nChanged 15437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 172380 members 
Entering Unmasked Estep 
Score: -30019372.000000 Penalty: 6161.852051
	Iteration 7F: 3 clusters Score -3.001937e+07 nChanged 16587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 187529 members 
Entering Unmasked Estep 
Score: -30032812.000000 Penalty: 6161.852051
	Iteration 8F: 3 clusters Score -3.003281e+07 nChanged 15109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 200914 members 
Entering Unmasked Estep 
Score: -30045254.000000 Penalty: 6161.852051
	Iteration 9F: 3 clusters Score -3.004525e+07 nChanged 11764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 210674 members 
Entering Unmasked Estep 
Score: -30053230.000000 Penalty: 6161.852051
	Iteration 10Q: 3 clusters Score -3.005323e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 217279 members 
Entering Unmasked Estep 
Score: -30057852.000000 Penalty: 6161.852051
	Iteration 11Q: 3 clusters Score -3.005785e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 222043 members 
Entering Unmasked Estep 
Score: -30060556.000000 Penalty: 6161.852051
	Iteration 12Q: 3 clusters Score -3.006056e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 226053 members 
Entering Unmasked Estep 
Score: -30062552.000000 Penalty: 6161.852051
	Iteration 13Q: 3 clusters Score -3.006255e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 229593 members 
Entering Unmasked Estep 
Score: -30064310.000000 Penalty: 6161.852051
	Iteration 14Q: 3 clusters Score -3.006431e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 232634 members 
Entering Unmasked Estep 
Score: -30065848.000000 Penalty: 6161.852051
	Iteration 15Q: 3 clusters Score -3.006585e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 235265 members 
Entering Unmasked Estep 
Score: -30067228.000000 Penalty: 6161.852051
	Iteration 16Q: 3 clusters Score -3.006723e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 237545 members 
Entering Unmasked Estep 
Score: -30068492.000000 Penalty: 6161.852051
	Iteration 17Q: 3 clusters Score -3.006849e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 239376 members 
Entering Unmasked Estep 
Score: -30069520.000000 Penalty: 6161.852051
	Iteration 18Q: 3 clusters Score -3.006952e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 240912 members 
Entering Unmasked Estep 
Score: -30070552.000000 Penalty: 6161.852051
	Iteration 19Q: 3 clusters Score -3.007055e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 242219 members 
Entering Unmasked Estep 
Score: -30071310.000000 Penalty: 6161.852051
	Iteration 20F: 3 clusters Score -3.007131e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 243274 members 
Entering Unmasked Estep 
Score: -30071978.000000 Penalty: 6161.852051
	Iteration 21Q: 3 clusters Score -3.007198e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 244100 members 
Entering Unmasked Estep 
Score: -30072480.000000 Penalty: 6161.852051
	Iteration 22Q: 3 clusters Score -3.007248e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 244776 members 
Entering Unmasked Estep 
Score: -30072824.000000 Penalty: 6161.852051
	Iteration 23Q: 3 clusters Score -3.007282e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 245303 members 
Entering Unmasked Estep 
Score: -30073142.000000 Penalty: 6161.852051
	Iteration 24Q: 3 clusters Score -3.007314e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 245714 members 
Entering Unmasked Estep 
Score: -30073394.000000 Penalty: 6161.852051
	Iteration 25Q: 3 clusters Score -3.007339e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 246019 members 
Entering Unmasked Estep 
Score: -30073602.000000 Penalty: 6161.852051
	Iteration 26Q: 3 clusters Score -3.00736e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 246261 members 
Entering Unmasked Estep 
Score: -30073696.000000 Penalty: 6161.852051
	Iteration 27Q: 3 clusters Score -3.00737e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 246484 members 
Entering Unmasked Estep 
Score: -30073820.000000 Penalty: 6161.852051
	Iteration 28Q: 3 clusters Score -3.007382e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 246638 members 
Entering Unmasked Estep 
Score: -30073938.000000 Penalty: 6161.852051
	Iteration 29Q: 3 clusters Score -3.007394e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 246771 members 
Entering Unmasked Estep 
Score: -30073994.000000 Penalty: 6161.852051
	Iteration 30Q: 3 clusters Score -3.007399e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 246872 members 
Entering Unmasked Estep 
Score: -30074088.000000 Penalty: 6161.852051
	Iteration 31Q: 3 clusters Score -3.007409e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 246958 members 
Entering Unmasked Estep 
Score: -30074136.000000 Penalty: 6161.852051
	Iteration 32Q: 3 clusters Score -3.007414e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 247034 members 
Entering Unmasked Estep 
Score: -30074250.000000 Penalty: 6161.852051
	Iteration 33Q: 3 clusters Score -3.007425e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 247096 members 
Entering Unmasked Estep 
Score: -30074330.000000 Penalty: 6161.852051
	Iteration 34Q: 3 clusters Score -3.007433e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 247151 members 
Entering Unmasked Estep 
Score: -30074364.000000 Penalty: 6161.852051
	Iteration 35Q: 3 clusters Score -3.007436e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 247190 members 
Entering Unmasked Estep 
Score: -30074382.000000 Penalty: 6161.852051
	Iteration 36Q: 3 clusters Score -3.007438e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 247224 members 
Entering Unmasked Estep 
Score: -30074414.000000 Penalty: 6161.852051
	Iteration 37Q: 3 clusters Score -3.007441e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 247252 members 
Entering Unmasked Estep 
Score: -30074430.000000 Penalty: 6161.852051
	Iteration 38Q: 3 clusters Score -3.007443e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 247285 members 
Entering Unmasked Estep 
Score: -30074424.000000 Penalty: 6161.852051
	Iteration 39Q: 3 clusters Score -3.007442e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 247305 members 
Entering Unmasked Estep 
Score: -30074424.000000 Penalty: 6161.852051
	Iteration 40F: 3 clusters Score -3.007442e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 247321 members 
Entering Unmasked Estep 
Score: -30074442.000000 Penalty: 6161.852051
	Iteration 41Q: 3 clusters Score -3.007444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 247331 members 
Entering Unmasked Estep 
Score: -30074444.000000 Penalty: 6161.852051
	Iteration 42Q: 3 clusters Score -3.007444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 247344 members 
Entering Unmasked Estep 
Score: -30074442.000000 Penalty: 6161.852051
	Iteration 43Q: 3 clusters Score -3.007444e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 247357 members 
Entering Unmasked Estep 
Score: -30074444.000000 Penalty: 6161.852051
	Iteration 44Q: 3 clusters Score -3.007444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 247365 members 
Entering Unmasked Estep 
Score: -30074468.000000 Penalty: 6161.852051
	Iteration 45Q: 3 clusters Score -3.007447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 247371 members 
Entering Unmasked Estep 
Score: -30074464.000000 Penalty: 6161.852051
	Iteration 46Q: 3 clusters Score -3.007446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 247385 members 
Entering Unmasked Estep 
Score: -30074444.000000 Penalty: 6161.852051
	Iteration 47Q: 3 clusters Score -3.007444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 247399 members 
Entering Unmasked Estep 
Score: -30074470.000000 Penalty: 6161.852051
	Iteration 48Q: 3 clusters Score -3.007447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 247406 members 
Entering Unmasked Estep 
Score: -30074484.000000 Penalty: 6161.852051
	Iteration 49Q: 3 clusters Score -3.007448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 247414 members 
Entering Unmasked Estep 
Score: -30074472.000000 Penalty: 6161.852051
	Iteration 50Q: 3 clusters Score -3.007447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 247421 members 
Entering Unmasked Estep 
Score: -30074528.000000 Penalty: 6161.852051
	Iteration 51Q: 3 clusters Score -3.007453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 247426 members 
Entering Unmasked Estep 
Score: -30074516.000000 Penalty: 6161.852051
	Iteration 52Q: 3 clusters Score -3.007452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 247430 members 
Entering Unmasked Estep 
Score: -30074504.000000 Penalty: 6161.852051
	Iteration 53Q: 3 clusters Score -3.00745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 247433 members 
Entering Unmasked Estep 
Score: -30074500.000000 Penalty: 6161.852051
	Iteration 54Q: 3 clusters Score -3.00745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 247433 members 
Entering Unmasked Estep 
Score: -30074500.000000 Penalty: 6161.852051
	Iteration 55F: 3 clusters Score -3.00745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Entering Unmasked Estep 
Score: -471249.375000 Penalty: 2054.994873
	Iteration 0F: 2 clusters Score -471249.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -467380.718750 Penalty: 4109.989746
	Iteration 0F: 3 clusters Score -467380.7 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -468204.656250 Penalty: 4109.989746
	Iteration 1F: 3 clusters Score -468204.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -468378.812500 Penalty: 4109.989746
	Iteration 2F: 3 clusters Score -468378.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -468470.750000 Penalty: 4109.989746
	Iteration 3Q: 3 clusters Score -468470.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -468528.781250 Penalty: 4109.989746
	Iteration 4Q: 3 clusters Score -468528.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -468575.531250 Penalty: 4109.989746
	Iteration 5Q: 3 clusters Score -468575.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -468604.718750 Penalty: 4109.989746
	Iteration 6Q: 3 clusters Score -468604.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -468629.906250 Penalty: 4109.989746
	Iteration 7Q: 3 clusters Score -468629.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -468652.656250 Penalty: 4109.989746
	Iteration 8Q: 3 clusters Score -468652.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -468668.375000 Penalty: 4109.989746
	Iteration 9Q: 3 clusters Score -468668.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -468685.312500 Penalty: 4109.989746
	Iteration 10Q: 3 clusters Score -468685.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -468700.468750 Penalty: 4109.989746
	Iteration 11Q: 3 clusters Score -468700.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -468712.156250 Penalty: 4109.989746
	Iteration 12Q: 3 clusters Score -468712.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -468724.968750 Penalty: 4109.989746
	Iteration 13Q: 3 clusters Score -468725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -468735.187500 Penalty: 4109.989746
	Iteration 14Q: 3 clusters Score -468735.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -468740.875000 Penalty: 4109.989746
	Iteration 15Q: 3 clusters Score -468740.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -468746.125000 Penalty: 4109.989746
	Iteration 16Q: 3 clusters Score -468746.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -468752.031250 Penalty: 4109.989746
	Iteration 17Q: 3 clusters Score -468752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -468756.781250 Penalty: 4109.989746
	Iteration 18Q: 3 clusters Score -468756.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -468761.843750 Penalty: 4109.989746
	Iteration 19Q: 3 clusters Score -468761.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -468764.968750 Penalty: 4109.989746
	Iteration 20F: 3 clusters Score -468765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -468769.062500 Penalty: 4109.989746
	Iteration 21Q: 3 clusters Score -468769.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -468773.187500 Penalty: 4109.989746
	Iteration 22Q: 3 clusters Score -468773.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -468776.531250 Penalty: 4109.989746
	Iteration 23Q: 3 clusters Score -468776.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -468779.468750 Penalty: 4109.989746
	Iteration 24Q: 3 clusters Score -468779.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -468785.750000 Penalty: 4109.989746
	Iteration 25Q: 3 clusters Score -468785.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -468792.500000 Penalty: 4109.989746
	Iteration 26Q: 3 clusters Score -468792.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -468801.000000 Penalty: 4109.989746
	Iteration 27Q: 3 clusters Score -468801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -468811.312500 Penalty: 4109.989746
	Iteration 28Q: 3 clusters Score -468811.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -468816.531250 Penalty: 4109.989746
	Iteration 29Q: 3 clusters Score -468816.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -468821.187500 Penalty: 4109.989746
	Iteration 30Q: 3 clusters Score -468821.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -468824.531250 Penalty: 4109.989746
	Iteration 31Q: 3 clusters Score -468824.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -468832.468750 Penalty: 4109.989746
	Iteration 32Q: 3 clusters Score -468832.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -468837.343750 Penalty: 4109.989746
	Iteration 33Q: 3 clusters Score -468837.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -468841.187500 Penalty: 4109.989746
	Iteration 34Q: 3 clusters Score -468841.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -468844.031250 Penalty: 4109.989746
	Iteration 35Q: 3 clusters Score -468844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -468847.156250 Penalty: 4109.989746
	Iteration 36Q: 3 clusters Score -468847.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -468849.406250 Penalty: 4109.989746
	Iteration 37Q: 3 clusters Score -468849.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -468852.718750 Penalty: 4109.989746
	Iteration 38Q: 3 clusters Score -468852.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -468856.312500 Penalty: 4109.989746
	Iteration 39Q: 3 clusters Score -468856.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -468858.812500 Penalty: 4109.989746
	Iteration 40F: 3 clusters Score -468858.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -468860.312500 Penalty: 4109.989746
	Iteration 41Q: 3 clusters Score -468860.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -468864.500000 Penalty: 4109.989746
	Iteration 42Q: 3 clusters Score -468864.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -468868.656250 Penalty: 4109.989746
	Iteration 43Q: 3 clusters Score -468868.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -468876.593750 Penalty: 4109.989746
	Iteration 44Q: 3 clusters Score -468876.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -468882.593750 Penalty: 4109.989746
	Iteration 45Q: 3 clusters Score -468882.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -468889.531250 Penalty: 4109.989746
	Iteration 46Q: 3 clusters Score -468889.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -468899.062500 Penalty: 4109.989746
	Iteration 47Q: 3 clusters Score -468899.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -468907.968750 Penalty: 4109.989746
	Iteration 48Q: 3 clusters Score -468908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -468915.125000 Penalty: 4109.989746
	Iteration 49Q: 3 clusters Score -468915.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -468923.062500 Penalty: 4109.989746
	Iteration 50Q: 3 clusters Score -468923.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -468931.000000 Penalty: 4109.989746
	Iteration 51Q: 3 clusters Score -468931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -468935.656250 Penalty: 4109.989746
	Iteration 52Q: 3 clusters Score -468935.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -468940.843750 Penalty: 4109.989746
	Iteration 53Q: 3 clusters Score -468940.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -468947.406250 Penalty: 4109.989746
	Iteration 54Q: 3 clusters Score -468947.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -468953.062500 Penalty: 4109.989746
	Iteration 55Q: 3 clusters Score -468953.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -468959.031250 Penalty: 4109.989746
	Iteration 56Q: 3 clusters Score -468959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -468963.093750 Penalty: 4109.989746
	Iteration 57Q: 3 clusters Score -468963.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -468964.562500 Penalty: 4109.989746
	Iteration 58Q: 3 clusters Score -468964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -468965.781250 Penalty: 4109.989746
	Iteration 59Q: 3 clusters Score -468965.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -468967.093750 Penalty: 4109.989746
	Iteration 60F: 3 clusters Score -468967.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -468966.843750 Penalty: 4109.989746
	Iteration 61Q: 3 clusters Score -468966.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -468968.562500 Penalty: 4109.989746
	Iteration 62Q: 3 clusters Score -468968.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -468969.687500 Penalty: 4109.989746
	Iteration 63Q: 3 clusters Score -468969.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -468970.531250 Penalty: 4109.989746
	Iteration 64Q: 3 clusters Score -468970.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -468971.781250 Penalty: 4109.989746
	Iteration 65Q: 3 clusters Score -468971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -468972.031250 Penalty: 4109.989746
	Iteration 66Q: 3 clusters Score -468972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -468976.375000 Penalty: 4109.989746
	Iteration 67Q: 3 clusters Score -468976.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -468981.468750 Penalty: 4109.989746
	Iteration 68Q: 3 clusters Score -468981.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -468990.531250 Penalty: 4109.989746
	Iteration 69Q: 3 clusters Score -468990.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -468998.937500 Penalty: 4109.989746
	Iteration 70Q: 3 clusters Score -468998.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -469004.312500 Penalty: 4109.989746
	Iteration 71Q: 3 clusters Score -469004.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -469012.156250 Penalty: 4109.989746
	Iteration 72Q: 3 clusters Score -469012.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -469019.843750 Penalty: 4109.989746
	Iteration 73Q: 3 clusters Score -469019.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -469027.125000 Penalty: 4109.989746
	Iteration 74Q: 3 clusters Score -469027.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -469031.687500 Penalty: 4109.989746
	Iteration 75Q: 3 clusters Score -469031.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -469035.750000 Penalty: 4109.989746
	Iteration 76Q: 3 clusters Score -469035.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -469039.281250 Penalty: 4109.989746
	Iteration 77Q: 3 clusters Score -469039.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -469040.937500 Penalty: 4109.989746
	Iteration 78Q: 3 clusters Score -469040.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -469044.406250 Penalty: 4109.989746
	Iteration 79Q: 3 clusters Score -469044.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -469047.062500 Penalty: 4109.989746
	Iteration 80F: 3 clusters Score -469047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -469048.843750 Penalty: 4109.989746
	Iteration 81Q: 3 clusters Score -469048.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -469050.531250 Penalty: 4109.989746
	Iteration 82Q: 3 clusters Score -469050.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -469051.500000 Penalty: 4109.989746
	Iteration 83Q: 3 clusters Score -469051.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -469051.500000 Penalty: 4109.989746
	Iteration 84F: 3 clusters Score -469051.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Entering Unmasked Estep 
Score: -8874136.000000 Penalty: 2774.887695
	Iteration 0F: 2 clusters Score -8874136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -8825757.000000 Penalty: 5549.775391
	Iteration 0F: 3 clusters Score -8825757 nChanged 33933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -8844992.000000 Penalty: 5549.775391
	Iteration 1F: 3 clusters Score -8844992 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -8845987.000000 Penalty: 5549.775391
	Iteration 2Q: 3 clusters Score -8845987 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -8847305.000000 Penalty: 5549.775391
	Iteration 3Q: 3 clusters Score -8847305 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -8848847.000000 Penalty: 5549.775391
	Iteration 4Q: 3 clusters Score -8848847 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -8850785.000000 Penalty: 5549.775391
	Iteration 5Q: 3 clusters Score -8850785 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -8853042.000000 Penalty: 5549.775391
	Iteration 6F: 3 clusters Score -8853042 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -8855859.000000 Penalty: 5549.775391
	Iteration 7F: 3 clusters Score -8855859 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -8858769.000000 Penalty: 5549.775391
	Iteration 8F: 3 clusters Score -8858769 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -8861118.000000 Penalty: 5549.775391
	Iteration 9F: 3 clusters Score -8861118 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -8862727.000000 Penalty: 5549.775391
	Iteration 10Q: 3 clusters Score -8862727 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -8863581.000000 Penalty: 5549.775391
	Iteration 11Q: 3 clusters Score -8863581 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -8864099.000000 Penalty: 5549.775391
	Iteration 12Q: 3 clusters Score -8864099 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -8864408.000000 Penalty: 5549.775391
	Iteration 13Q: 3 clusters Score -8864408 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -8864626.000000 Penalty: 5549.775391
	Iteration 14Q: 3 clusters Score -8864626 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -8864844.000000 Penalty: 5549.775391
	Iteration 15Q: 3 clusters Score -8864844 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -8865051.000000 Penalty: 5549.775391
	Iteration 16Q: 3 clusters Score -8865051 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -8865215.000000 Penalty: 5549.775391
	Iteration 17Q: 3 clusters Score -8865215 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -8865351.000000 Penalty: 5549.775391
	Iteration 18Q: 3 clusters Score -8865351 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -8865552.000000 Penalty: 5549.775391
	Iteration 19Q: 3 clusters Score -8865552 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -8865764.000000 Penalty: 5549.775391
	Iteration 20F: 3 clusters Score -8865764 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -8865975.000000 Penalty: 5549.775391
	Iteration 21Q: 3 clusters Score -8865975 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -8866248.000000 Penalty: 5549.775391
	Iteration 22Q: 3 clusters Score -8866248 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -8866542.000000 Penalty: 5549.775391
	Iteration 23Q: 3 clusters Score -8866542 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -8866779.000000 Penalty: 5549.775391
	Iteration 24Q: 3 clusters Score -8866779 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -8867095.000000 Penalty: 5549.775391
	Iteration 25Q: 3 clusters Score -8867095 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61232 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -8867460.000000 Penalty: 5549.775391
	Iteration 26Q: 3 clusters Score -8867460 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -8867803.000000 Penalty: 5549.775391
	Iteration 27Q: 3 clusters Score -8867803 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63087 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -8868193.000000 Penalty: 5549.775391
	Iteration 28Q: 3 clusters Score -8868193 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -8868593.000000 Penalty: 5549.775391
	Iteration 29Q: 3 clusters Score -8868593 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64852 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -8868926.000000 Penalty: 5549.775391
	Iteration 30Q: 3 clusters Score -8868926 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -8869281.000000 Penalty: 5549.775391
	Iteration 31Q: 3 clusters Score -8869281 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -8869594.000000 Penalty: 5549.775391
	Iteration 32Q: 3 clusters Score -8869594 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67154 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -8869916.000000 Penalty: 5549.775391
	Iteration 33Q: 3 clusters Score -8869916 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67815 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -8870269.000000 Penalty: 5549.775391
	Iteration 34Q: 3 clusters Score -8870269 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68388 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -8870501.000000 Penalty: 5549.775391
	Iteration 35Q: 3 clusters Score -8870501 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68881 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -8870686.000000 Penalty: 5549.775391
	Iteration 36Q: 3 clusters Score -8870686 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69288 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -8870871.000000 Penalty: 5549.775391
	Iteration 37Q: 3 clusters Score -8870871 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69626 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8871015.000000 Penalty: 5549.775391
	Iteration 38Q: 3 clusters Score -8871015 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69944 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -8871160.000000 Penalty: 5549.775391
	Iteration 39Q: 3 clusters Score -8871160 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8871272.000000 Penalty: 5549.775391
	Iteration 40F: 3 clusters Score -8871272 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70422 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -8871339.000000 Penalty: 5549.775391
	Iteration 41Q: 3 clusters Score -8871339 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8871439.000000 Penalty: 5549.775391
	Iteration 42Q: 3 clusters Score -8871439 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70737 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8871475.000000 Penalty: 5549.775391
	Iteration 43Q: 3 clusters Score -8871475 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70858 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8871526.000000 Penalty: 5549.775391
	Iteration 44Q: 3 clusters Score -8871526 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70944 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -8871574.000000 Penalty: 5549.775391
	Iteration 45Q: 3 clusters Score -8871574 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8871599.000000 Penalty: 5549.775391
	Iteration 46Q: 3 clusters Score -8871599 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8871634.000000 Penalty: 5549.775391
	Iteration 47Q: 3 clusters Score -8871634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8871661.000000 Penalty: 5549.775391
	Iteration 48Q: 3 clusters Score -8871661 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71201 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8871673.000000 Penalty: 5549.775391
	Iteration 49Q: 3 clusters Score -8871673 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71244 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8871698.000000 Penalty: 5549.775391
	Iteration 50Q: 3 clusters Score -8871698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71279 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8871714.000000 Penalty: 5549.775391
	Iteration 51Q: 3 clusters Score -8871714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71307 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8871738.000000 Penalty: 5549.775391
	Iteration 52Q: 3 clusters Score -8871738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71327 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8871748.000000 Penalty: 5549.775391
	Iteration 53Q: 3 clusters Score -8871748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71342 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8871769.000000 Penalty: 5549.775391
	Iteration 54Q: 3 clusters Score -8871769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71366 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8871785.000000 Penalty: 5549.775391
	Iteration 55Q: 3 clusters Score -8871785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71378 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8871784.000000 Penalty: 5549.775391
	Iteration 56Q: 3 clusters Score -8871784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71388 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8871800.000000 Penalty: 5549.775391
	Iteration 57Q: 3 clusters Score -8871800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8871801.000000 Penalty: 5549.775391
	Iteration 58Q: 3 clusters Score -8871801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71399 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8871801.000000 Penalty: 5549.775391
	Iteration 59Q: 3 clusters Score -8871801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71403 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8871801.000000 Penalty: 5549.775391
	Iteration 60F: 3 clusters Score -8871801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71406 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8871809.000000 Penalty: 5549.775391
	Iteration 61Q: 3 clusters Score -8871809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8871819.000000 Penalty: 5549.775391
	Iteration 62Q: 3 clusters Score -8871819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71415 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8871815.000000 Penalty: 5549.775391
	Iteration 63Q: 3 clusters Score -8871815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71419 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8871816.000000 Penalty: 5549.775391
	Iteration 64Q: 3 clusters Score -8871816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71420 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8871816.000000 Penalty: 5549.775391
	Iteration 65Q: 3 clusters Score -8871816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71420 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8871816.000000 Penalty: 5549.775391
	Iteration 66F: 3 clusters Score -8871816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Entering Unmasked Estep 
Score: -1351273.500000 Penalty: 2321.335693
	Iteration 0F: 2 clusters Score -1351274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1342553.500000 Penalty: 4642.671387
	Iteration 0F: 3 clusters Score -1342554 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1345149.875000 Penalty: 4642.671387
	Iteration 1F: 3 clusters Score -1345150 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1345414.000000 Penalty: 4642.671387
	Iteration 2F: 3 clusters Score -1345414 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1345644.875000 Penalty: 4642.671387
	Iteration 3Q: 3 clusters Score -1345645 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1345836.375000 Penalty: 4642.671387
	Iteration 4Q: 3 clusters Score -1345836 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1346019.000000 Penalty: 4642.671387
	Iteration 5Q: 3 clusters Score -1346019 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1346222.750000 Penalty: 4642.671387
	Iteration 6Q: 3 clusters Score -1346223 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1346437.375000 Penalty: 4642.671387
	Iteration 7Q: 3 clusters Score -1346437 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1346659.625000 Penalty: 4642.671387
	Iteration 8Q: 3 clusters Score -1346660 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1346872.625000 Penalty: 4642.671387
	Iteration 9Q: 3 clusters Score -1346873 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1347076.875000 Penalty: 4642.671387
	Iteration 10Q: 3 clusters Score -1347077 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1347275.625000 Penalty: 4642.671387
	Iteration 11Q: 3 clusters Score -1347276 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1347427.625000 Penalty: 4642.671387
	Iteration 12Q: 3 clusters Score -1347428 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1347563.750000 Penalty: 4642.671387
	Iteration 13Q: 3 clusters Score -1347564 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1347692.875000 Penalty: 4642.671387
	Iteration 14Q: 3 clusters Score -1347693 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1347799.875000 Penalty: 4642.671387
	Iteration 15Q: 3 clusters Score -1347800 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1347878.500000 Penalty: 4642.671387
	Iteration 16Q: 3 clusters Score -1347878 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1347955.750000 Penalty: 4642.671387
	Iteration 17Q: 3 clusters Score -1347956 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1348023.000000 Penalty: 4642.671387
	Iteration 18Q: 3 clusters Score -1348023 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1348095.375000 Penalty: 4642.671387
	Iteration 19Q: 3 clusters Score -1348095 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1348165.375000 Penalty: 4642.671387
	Iteration 20F: 3 clusters Score -1348165 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1348231.000000 Penalty: 4642.671387
	Iteration 21Q: 3 clusters Score -1348231 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1348286.125000 Penalty: 4642.671387
	Iteration 22Q: 3 clusters Score -1348286 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1348346.250000 Penalty: 4642.671387
	Iteration 23Q: 3 clusters Score -1348346 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1348414.375000 Penalty: 4642.671387
	Iteration 24Q: 3 clusters Score -1348414 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1348490.625000 Penalty: 4642.671387
	Iteration 25Q: 3 clusters Score -1348491 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1348555.875000 Penalty: 4642.671387
	Iteration 26Q: 3 clusters Score -1348556 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1348627.625000 Penalty: 4642.671387
	Iteration 27Q: 3 clusters Score -1348628 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1348727.625000 Penalty: 4642.671387
	Iteration 28Q: 3 clusters Score -1348728 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1348823.000000 Penalty: 4642.671387
	Iteration 29Q: 3 clusters Score -1348823 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1348910.125000 Penalty: 4642.671387
	Iteration 30Q: 3 clusters Score -1348910 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1349031.625000 Penalty: 4642.671387
	Iteration 31Q: 3 clusters Score -1349032 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1349170.000000 Penalty: 4642.671387
	Iteration 32Q: 3 clusters Score -1349170 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1349322.750000 Penalty: 4642.671387
	Iteration 33Q: 3 clusters Score -1349323 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1349449.625000 Penalty: 4642.671387
	Iteration 34Q: 3 clusters Score -1349450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1349574.500000 Penalty: 4642.671387
	Iteration 35Q: 3 clusters Score -1349574 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1349709.000000 Penalty: 4642.671387
	Iteration 36Q: 3 clusters Score -1349709 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1349837.375000 Penalty: 4642.671387
	Iteration 37Q: 3 clusters Score -1349837 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1349898.500000 Penalty: 4642.671387
	Iteration 38Q: 3 clusters Score -1349898 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1349941.375000 Penalty: 4642.671387
	Iteration 39Q: 3 clusters Score -1349941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1349962.125000 Penalty: 4642.671387
	Iteration 40F: 3 clusters Score -1349962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1349978.500000 Penalty: 4642.671387
	Iteration 41Q: 3 clusters Score -1349978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1349984.000000 Penalty: 4642.671387
	Iteration 42Q: 3 clusters Score -1349984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1349985.625000 Penalty: 4642.671387
	Iteration 43Q: 3 clusters Score -1349986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1349989.250000 Penalty: 4642.671387
	Iteration 44Q: 3 clusters Score -1349989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1349989.375000 Penalty: 4642.671387
	Iteration 45Q: 3 clusters Score -1349989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1349991.625000 Penalty: 4642.671387
	Iteration 46Q: 3 clusters Score -1349992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1349992.000000 Penalty: 4642.671387
	Iteration 47Q: 3 clusters Score -1349992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1349991.750000 Penalty: 4642.671387
	Iteration 48Q: 3 clusters Score -1349992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1349990.250000 Penalty: 4642.671387
	Iteration 49Q: 3 clusters Score -1349990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1349990.250000 Penalty: 4642.671387
	Iteration 50F: 3 clusters Score -1349990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (208986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208986 members 
Entering Unmasked Estep 
Score: -25380654.000000 Penalty: 3038.005615
	Iteration 0F: 2 clusters Score -2.538065e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104453 members 
Mstep: Class 2 contains 104533 members 
Entering Unmasked Estep 
Score: -25246554.000000 Penalty: 6076.011230
	Iteration 0F: 3 clusters Score -2.524655e+07 nChanged 100485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103444 members 
Mstep: Class 2 contains 105542 members 
Entering Unmasked Estep 
Score: -25305634.000000 Penalty: 6076.011230
	Iteration 1F: 3 clusters Score -2.530563e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103186 members 
Mstep: Class 2 contains 105800 members 
Entering Unmasked Estep 
Score: -25306648.000000 Penalty: 6076.011230
	Iteration 2Q: 3 clusters Score -2.530665e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102924 members 
Mstep: Class 2 contains 106062 members 
Entering Unmasked Estep 
Score: -25308282.000000 Penalty: 6076.011230
	Iteration 3Q: 3 clusters Score -2.530828e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102615 members 
Mstep: Class 2 contains 106371 members 
Entering Unmasked Estep 
Score: -25310482.000000 Penalty: 6076.011230
	Iteration 4Q: 3 clusters Score -2.531048e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102161 members 
Mstep: Class 2 contains 106825 members 
Entering Unmasked Estep 
Score: -25314040.000000 Penalty: 6076.011230
	Iteration 5Q: 3 clusters Score -2.531404e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101416 members 
Mstep: Class 2 contains 107570 members 
Entering Unmasked Estep 
Score: -25320204.000000 Penalty: 6076.011230
	Iteration 6F: 3 clusters Score -2.53202e+07 nChanged 12974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100170 members 
Mstep: Class 2 contains 108816 members 
Entering Unmasked Estep 
Score: -25330130.000000 Penalty: 6076.011230
	Iteration 7F: 3 clusters Score -2.533013e+07 nChanged 14907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98699 members 
Mstep: Class 2 contains 110287 members 
Entering Unmasked Estep 
Score: -25342370.000000 Penalty: 6076.011230
	Iteration 8F: 3 clusters Score -2.534237e+07 nChanged 14311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97274 members 
Mstep: Class 2 contains 111712 members 
Entering Unmasked Estep 
Score: -25351976.000000 Penalty: 6076.011230
	Iteration 9F: 3 clusters Score -2.535198e+07 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96195 members 
Mstep: Class 2 contains 112791 members 
Entering Unmasked Estep 
Score: -25356284.000000 Penalty: 6076.011230
	Iteration 10F: 3 clusters Score -2.535628e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95336 members 
Mstep: Class 2 contains 113650 members 
Entering Unmasked Estep 
Score: -25357604.000000 Penalty: 6076.011230
	Iteration 11Q: 3 clusters Score -2.53576e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94530 members 
Mstep: Class 2 contains 114456 members 
Entering Unmasked Estep 
Score: -25358182.000000 Penalty: 6076.011230
	Iteration 12Q: 3 clusters Score -2.535818e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 115292 members 
Entering Unmasked Estep 
Score: -25358572.000000 Penalty: 6076.011230
	Iteration 13Q: 3 clusters Score -2.535857e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92834 members 
Mstep: Class 2 contains 116152 members 
Entering Unmasked Estep 
Score: -25359012.000000 Penalty: 6076.011230
	Iteration 14Q: 3 clusters Score -2.535901e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91884 members 
Mstep: Class 2 contains 117102 members 
Entering Unmasked Estep 
Score: -25359364.000000 Penalty: 6076.011230
	Iteration 15Q: 3 clusters Score -2.535936e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90939 members 
Mstep: Class 2 contains 118047 members 
Entering Unmasked Estep 
Score: -25359738.000000 Penalty: 6076.011230
	Iteration 16Q: 3 clusters Score -2.535974e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89952 members 
Mstep: Class 2 contains 119034 members 
Entering Unmasked Estep 
Score: -25359890.000000 Penalty: 6076.011230
	Iteration 17Q: 3 clusters Score -2.535989e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88865 members 
Mstep: Class 2 contains 120121 members 
Entering Unmasked Estep 
Score: -25360296.000000 Penalty: 6076.011230
	Iteration 18Q: 3 clusters Score -2.53603e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 121269 members 
Entering Unmasked Estep 
Score: -25360596.000000 Penalty: 6076.011230
	Iteration 19Q: 3 clusters Score -2.53606e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86487 members 
Mstep: Class 2 contains 122499 members 
Entering Unmasked Estep 
Score: -25360824.000000 Penalty: 6076.011230
	Iteration 20F: 3 clusters Score -2.536082e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85165 members 
Mstep: Class 2 contains 123821 members 
Entering Unmasked Estep 
Score: -25361070.000000 Penalty: 6076.011230
	Iteration 21Q: 3 clusters Score -2.536107e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83762 members 
Mstep: Class 2 contains 125224 members 
Entering Unmasked Estep 
Score: -25361332.000000 Penalty: 6076.011230
	Iteration 22Q: 3 clusters Score -2.536133e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 126777 members 
Entering Unmasked Estep 
Score: -25361726.000000 Penalty: 6076.011230
	Iteration 23Q: 3 clusters Score -2.536173e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80481 members 
Mstep: Class 2 contains 128505 members 
Entering Unmasked Estep 
Score: -25362254.000000 Penalty: 6076.011230
	Iteration 24Q: 3 clusters Score -2.536225e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78571 members 
Mstep: Class 2 contains 130415 members 
Entering Unmasked Estep 
Score: -25362746.000000 Penalty: 6076.011230
	Iteration 25Q: 3 clusters Score -2.536275e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76428 members 
Mstep: Class 2 contains 132558 members 
Entering Unmasked Estep 
Score: -25363372.000000 Penalty: 6076.011230
	Iteration 26Q: 3 clusters Score -2.536337e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74137 members 
Mstep: Class 2 contains 134849 members 
Entering Unmasked Estep 
Score: -25364100.000000 Penalty: 6076.011230
	Iteration 27Q: 3 clusters Score -2.53641e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71591 members 
Mstep: Class 2 contains 137395 members 
Entering Unmasked Estep 
Score: -25365068.000000 Penalty: 6076.011230
	Iteration 28Q: 3 clusters Score -2.536507e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 139892 members 
Entering Unmasked Estep 
Score: -25365940.000000 Penalty: 6076.011230
	Iteration 29Q: 3 clusters Score -2.536594e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66482 members 
Mstep: Class 2 contains 142504 members 
Entering Unmasked Estep 
Score: -25366858.000000 Penalty: 6076.011230
	Iteration 30Q: 3 clusters Score -2.536686e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63814 members 
Mstep: Class 2 contains 145172 members 
Entering Unmasked Estep 
Score: -25367768.000000 Penalty: 6076.011230
	Iteration 31Q: 3 clusters Score -2.536777e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 147924 members 
Entering Unmasked Estep 
Score: -25368820.000000 Penalty: 6076.011230
	Iteration 32Q: 3 clusters Score -2.536882e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 150709 members 
Entering Unmasked Estep 
Score: -25369782.000000 Penalty: 6076.011230
	Iteration 33Q: 3 clusters Score -2.536978e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 153434 members 
Entering Unmasked Estep 
Score: -25370616.000000 Penalty: 6076.011230
	Iteration 34Q: 3 clusters Score -2.537062e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52902 members 
Mstep: Class 2 contains 156084 members 
Entering Unmasked Estep 
Score: -25371444.000000 Penalty: 6076.011230
	Iteration 35Q: 3 clusters Score -2.537144e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 158755 members 
Entering Unmasked Estep 
Score: -25372004.000000 Penalty: 6076.011230
	Iteration 36Q: 3 clusters Score -2.5372e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 161403 members 
Entering Unmasked Estep 
Score: -25372610.000000 Penalty: 6076.011230
	Iteration 37Q: 3 clusters Score -2.537261e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 164046 members 
Entering Unmasked Estep 
Score: -25373092.000000 Penalty: 6076.011230
	Iteration 38Q: 3 clusters Score -2.537309e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 166741 members 
Entering Unmasked Estep 
Score: -25373688.000000 Penalty: 6076.011230
	Iteration 39Q: 3 clusters Score -2.537369e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 169352 members 
Entering Unmasked Estep 
Score: -25374140.000000 Penalty: 6076.011230
	Iteration 40F: 3 clusters Score -2.537414e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 171930 members 
Entering Unmasked Estep 
Score: -25374800.000000 Penalty: 6076.011230
	Iteration 41Q: 3 clusters Score -2.53748e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 174544 members 
Entering Unmasked Estep 
Score: -25375182.000000 Penalty: 6076.011230
	Iteration 42Q: 3 clusters Score -2.537518e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 177073 members 
Entering Unmasked Estep 
Score: -25375768.000000 Penalty: 6076.011230
	Iteration 43Q: 3 clusters Score -2.537577e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 179432 members 
Entering Unmasked Estep 
Score: -25376198.000000 Penalty: 6076.011230
	Iteration 44Q: 3 clusters Score -2.53762e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 181651 members 
Entering Unmasked Estep 
Score: -25376684.000000 Penalty: 6076.011230
	Iteration 45Q: 3 clusters Score -2.537668e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 183770 members 
Entering Unmasked Estep 
Score: -25377306.000000 Penalty: 6076.011230
	Iteration 46Q: 3 clusters Score -2.537731e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 185818 members 
Entering Unmasked Estep 
Score: -25377582.000000 Penalty: 6076.011230
	Iteration 47Q: 3 clusters Score -2.537758e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 187766 members 
Entering Unmasked Estep 
Score: -25377922.000000 Penalty: 6076.011230
	Iteration 48Q: 3 clusters Score -2.537792e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 189629 members 
Entering Unmasked Estep 
Score: -25378302.000000 Penalty: 6076.011230
	Iteration 49Q: 3 clusters Score -2.53783e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 191350 members 
Entering Unmasked Estep 
Score: -25378702.000000 Penalty: 6076.011230
	Iteration 50Q: 3 clusters Score -2.53787e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 192959 members 
Entering Unmasked Estep 
Score: -25379028.000000 Penalty: 6076.011230
	Iteration 51Q: 3 clusters Score -2.537903e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 194390 members 
Entering Unmasked Estep 
Score: -25379248.000000 Penalty: 6076.011230
	Iteration 52Q: 3 clusters Score -2.537925e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 195679 members 
Entering Unmasked Estep 
Score: -25379404.000000 Penalty: 6076.011230
	Iteration 53Q: 3 clusters Score -2.53794e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 196892 members 
Entering Unmasked Estep 
Score: -25379590.000000 Penalty: 6076.011230
	Iteration 54Q: 3 clusters Score -2.537959e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 197991 members 
Entering Unmasked Estep 
Score: -25379816.000000 Penalty: 6076.011230
	Iteration 55Q: 3 clusters Score -2.537982e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 198970 members 
Entering Unmasked Estep 
Score: -25379982.000000 Penalty: 6076.011230
	Iteration 56Q: 3 clusters Score -2.537998e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 199790 members 
Entering Unmasked Estep 
Score: -25380066.000000 Penalty: 6076.011230
	Iteration 57Q: 3 clusters Score -2.538007e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 200527 members 
Entering Unmasked Estep 
Score: -25380050.000000 Penalty: 6076.011230
	Iteration 58Q: 3 clusters Score -2.538005e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 201168 members 
Entering Unmasked Estep 
Score: -25380032.000000 Penalty: 6076.011230
	Iteration 59Q: 3 clusters Score -2.538003e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 201718 members 
Entering Unmasked Estep 
Score: -25379964.000000 Penalty: 6076.011230
	Iteration 60F: 3 clusters Score -2.537996e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 202210 members 
Entering Unmasked Estep 
Score: -25379970.000000 Penalty: 6076.011230
	Iteration 61Q: 3 clusters Score -2.537997e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 202629 members 
Entering Unmasked Estep 
Score: -25379920.000000 Penalty: 6076.011230
	Iteration 62Q: 3 clusters Score -2.537992e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 203024 members 
Entering Unmasked Estep 
Score: -25379938.000000 Penalty: 6076.011230
	Iteration 63Q: 3 clusters Score -2.537994e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 203390 members 
Entering Unmasked Estep 
Score: -25379936.000000 Penalty: 6076.011230
	Iteration 64Q: 3 clusters Score -2.537994e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 203699 members 
Entering Unmasked Estep 
Score: -25379942.000000 Penalty: 6076.011230
	Iteration 65Q: 3 clusters Score -2.537994e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 204002 members 
Entering Unmasked Estep 
Score: -25379892.000000 Penalty: 6076.011230
	Iteration 66Q: 3 clusters Score -2.537989e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 204269 members 
Entering Unmasked Estep 
Score: -25379864.000000 Penalty: 6076.011230
	Iteration 67Q: 3 clusters Score -2.537986e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 204525 members 
Entering Unmasked Estep 
Score: -25379892.000000 Penalty: 6076.011230
	Iteration 68Q: 3 clusters Score -2.537989e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 204734 members 
Entering Unmasked Estep 
Score: -25379868.000000 Penalty: 6076.011230
	Iteration 69Q: 3 clusters Score -2.537987e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 204915 members 
Entering Unmasked Estep 
Score: -25379820.000000 Penalty: 6076.011230
	Iteration 70Q: 3 clusters Score -2.537982e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 205083 members 
Entering Unmasked Estep 
Score: -25379814.000000 Penalty: 6076.011230
	Iteration 71Q: 3 clusters Score -2.537981e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 205205 members 
Entering Unmasked Estep 
Score: -25379800.000000 Penalty: 6076.011230
	Iteration 72Q: 3 clusters Score -2.53798e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 205324 members 
Entering Unmasked Estep 
Score: -25379780.000000 Penalty: 6076.011230
	Iteration 73Q: 3 clusters Score -2.537978e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 205418 members 
Entering Unmasked Estep 
Score: -25379766.000000 Penalty: 6076.011230
	Iteration 74Q: 3 clusters Score -2.537977e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 205495 members 
Entering Unmasked Estep 
Score: -25379724.000000 Penalty: 6076.011230
	Iteration 75Q: 3 clusters Score -2.537972e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 205572 members 
Entering Unmasked Estep 
Score: -25379752.000000 Penalty: 6076.011230
	Iteration 76Q: 3 clusters Score -2.537975e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 205640 members 
Entering Unmasked Estep 
Score: -25379708.000000 Penalty: 6076.011230
	Iteration 77Q: 3 clusters Score -2.537971e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 205698 members 
Entering Unmasked Estep 
Score: -25379728.000000 Penalty: 6076.011230
	Iteration 78Q: 3 clusters Score -2.537973e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 205756 members 
Entering Unmasked Estep 
Score: -25379726.000000 Penalty: 6076.011230
	Iteration 79Q: 3 clusters Score -2.537973e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 205805 members 
Entering Unmasked Estep 
Score: -25379716.000000 Penalty: 6076.011230
	Iteration 80F: 3 clusters Score -2.537972e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 205863 members 
Entering Unmasked Estep 
Score: -25379720.000000 Penalty: 6076.011230
	Iteration 81Q: 3 clusters Score -2.537972e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 205905 members 
Entering Unmasked Estep 
Score: -25379754.000000 Penalty: 6076.011230
	Iteration 82Q: 3 clusters Score -2.537975e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 205941 members 
Entering Unmasked Estep 
Score: -25379762.000000 Penalty: 6076.011230
	Iteration 83Q: 3 clusters Score -2.537976e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 205965 members 
Entering Unmasked Estep 
Score: -25379746.000000 Penalty: 6076.011230
	Iteration 84Q: 3 clusters Score -2.537975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 205985 members 
Entering Unmasked Estep 
Score: -25379748.000000 Penalty: 6076.011230
	Iteration 85Q: 3 clusters Score -2.537975e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 206000 members 
Entering Unmasked Estep 
Score: -25379744.000000 Penalty: 6076.011230
	Iteration 86Q: 3 clusters Score -2.537974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 206010 members 
Entering Unmasked Estep 
Score: -25379758.000000 Penalty: 6076.011230
	Iteration 87Q: 3 clusters Score -2.537976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 206019 members 
Entering Unmasked Estep 
Score: -25379766.000000 Penalty: 6076.011230
	Iteration 88Q: 3 clusters Score -2.537977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 206029 members 
Entering Unmasked Estep 
Score: -25379798.000000 Penalty: 6076.011230
	Iteration 89Q: 3 clusters Score -2.53798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 206039 members 
Entering Unmasked Estep 
Score: -25379784.000000 Penalty: 6076.011230
	Iteration 90Q: 3 clusters Score -2.537978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 206046 members 
Entering Unmasked Estep 
Score: -25379772.000000 Penalty: 6076.011230
	Iteration 91Q: 3 clusters Score -2.537977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 206053 members 
Entering Unmasked Estep 
Score: -25379756.000000 Penalty: 6076.011230
	Iteration 92Q: 3 clusters Score -2.537976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 206060 members 
Entering Unmasked Estep 
Score: -25379742.000000 Penalty: 6076.011230
	Iteration 93Q: 3 clusters Score -2.537974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 206065 members 
Entering Unmasked Estep 
Score: -25379740.000000 Penalty: 6076.011230
	Iteration 94Q: 3 clusters Score -2.537974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 206067 members 
Entering Unmasked Estep 
Score: -25379724.000000 Penalty: 6076.011230
	Iteration 95Q: 3 clusters Score -2.537972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 206068 members 
Entering Unmasked Estep 
Score: -25379726.000000 Penalty: 6076.011230
	Iteration 96Q: 3 clusters Score -2.537973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 206068 members 
Entering Unmasked Estep 
Score: -25379726.000000 Penalty: 6076.011230
	Iteration 97F: 3 clusters Score -2.537973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -83740.218750 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -83740.22 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 397 members 
Entering Unmasked Estep 
Score: -81955.062500 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -81955.06 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82219.648438 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -82219.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82275.773438 Penalty: 3343.297607
	Iteration 2Q: 3 clusters Score -82275.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82317.867188 Penalty: 3343.297607
	Iteration 3Q: 3 clusters Score -82317.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82337.148438 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -82337.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82342.671875 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -82342.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82351.406250 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -82351.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82369.812500 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -82369.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82390.585938 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -82390.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -82411.742188 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -82411.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -82432.460938 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -82432.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82444.335938 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -82444.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82455.531250 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -82455.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82462.476562 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -82462.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82465.867188 Penalty: 3343.297607
	Iteration 14Q: 3 clusters Score -82465.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -82470.906250 Penalty: 3343.297607
	Iteration 15Q: 3 clusters Score -82470.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82476.601562 Penalty: 3343.297607
	Iteration 16Q: 3 clusters Score -82476.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82483.304688 Penalty: 3343.297607
	Iteration 17Q: 3 clusters Score -82483.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82492.546875 Penalty: 3343.297607
	Iteration 18Q: 3 clusters Score -82492.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82499.085938 Penalty: 3343.297607
	Iteration 19Q: 3 clusters Score -82499.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82502.390625 Penalty: 3343.297607
	Iteration 20F: 3 clusters Score -82502.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82504.335938 Penalty: 3343.297607
	Iteration 21Q: 3 clusters Score -82504.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82504.335938 Penalty: 3343.297607
	Iteration 22F: 3 clusters Score -82504.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Entering Unmasked Estep 
Score: -523722.031250 Penalty: 2092.338867
	Iteration 0F: 2 clusters Score -523722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -519373.093750 Penalty: 4184.677734
	Iteration 0F: 3 clusters Score -519373.1 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -520394.156250 Penalty: 4184.677734
	Iteration 1F: 3 clusters Score -520394.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -520640.937500 Penalty: 4184.677734
	Iteration 2F: 3 clusters Score -520640.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -520836.937500 Penalty: 4184.677734
	Iteration 3F: 3 clusters Score -520836.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -520985.093750 Penalty: 4184.677734
	Iteration 4Q: 3 clusters Score -520985.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -521100.906250 Penalty: 4184.677734
	Iteration 5Q: 3 clusters Score -521100.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -521240.875000 Penalty: 4184.677734
	Iteration 6Q: 3 clusters Score -521240.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -521355.937500 Penalty: 4184.677734
	Iteration 7Q: 3 clusters Score -521355.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -521470.218750 Penalty: 4184.677734
	Iteration 8Q: 3 clusters Score -521470.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -521575.281250 Penalty: 4184.677734
	Iteration 9Q: 3 clusters Score -521575.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -521659.375000 Penalty: 4184.677734
	Iteration 10Q: 3 clusters Score -521659.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -521742.531250 Penalty: 4184.677734
	Iteration 11Q: 3 clusters Score -521742.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -521806.281250 Penalty: 4184.677734
	Iteration 12Q: 3 clusters Score -521806.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -521858.031250 Penalty: 4184.677734
	Iteration 13Q: 3 clusters Score -521858 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -521897.187500 Penalty: 4184.677734
	Iteration 14Q: 3 clusters Score -521897.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -521923.468750 Penalty: 4184.677734
	Iteration 15Q: 3 clusters Score -521923.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -521945.375000 Penalty: 4184.677734
	Iteration 16Q: 3 clusters Score -521945.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -521966.750000 Penalty: 4184.677734
	Iteration 17Q: 3 clusters Score -521966.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -521987.187500 Penalty: 4184.677734
	Iteration 18Q: 3 clusters Score -521987.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -522011.750000 Penalty: 4184.677734
	Iteration 19Q: 3 clusters Score -522011.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -522030.968750 Penalty: 4184.677734
	Iteration 20F: 3 clusters Score -522031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -522039.656250 Penalty: 4184.677734
	Iteration 21Q: 3 clusters Score -522039.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -522044.062500 Penalty: 4184.677734
	Iteration 22Q: 3 clusters Score -522044.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -522047.500000 Penalty: 4184.677734
	Iteration 23Q: 3 clusters Score -522047.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -522050.281250 Penalty: 4184.677734
	Iteration 24Q: 3 clusters Score -522050.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -522051.718750 Penalty: 4184.677734
	Iteration 25Q: 3 clusters Score -522051.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -522051.500000 Penalty: 4184.677734
	Iteration 26Q: 3 clusters Score -522051.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -522051.500000 Penalty: 4184.677734
	Iteration 27F: 3 clusters Score -522051.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Entering Unmasked Estep 
Score: -209653.250000 Penalty: 1874.123779
	Iteration 0F: 2 clusters Score -209653.2 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 964 members 
Entering Unmasked Estep 
Score: -207089.187500 Penalty: 3748.247559
	Iteration 0F: 3 clusters Score -207089.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -207600.250000 Penalty: 3748.247559
	Iteration 1F: 3 clusters Score -207600.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -207751.140625 Penalty: 3748.247559
	Iteration 2F: 3 clusters Score -207751.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -207827.812500 Penalty: 3748.247559
	Iteration 3Q: 3 clusters Score -207827.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -207869.171875 Penalty: 3748.247559
	Iteration 4Q: 3 clusters Score -207869.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -207896.609375 Penalty: 3748.247559
	Iteration 5Q: 3 clusters Score -207896.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -207911.687500 Penalty: 3748.247559
	Iteration 6Q: 3 clusters Score -207911.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -207925.953125 Penalty: 3748.247559
	Iteration 7Q: 3 clusters Score -207926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -207944.656250 Penalty: 3748.247559
	Iteration 8Q: 3 clusters Score -207944.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -207967.656250 Penalty: 3748.247559
	Iteration 9Q: 3 clusters Score -207967.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -207989.078125 Penalty: 3748.247559
	Iteration 10Q: 3 clusters Score -207989.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -208007.125000 Penalty: 3748.247559
	Iteration 11Q: 3 clusters Score -208007.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -208043.781250 Penalty: 3748.247559
	Iteration 12Q: 3 clusters Score -208043.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -208094.906250 Penalty: 3748.247559
	Iteration 13Q: 3 clusters Score -208094.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -208152.859375 Penalty: 3748.247559
	Iteration 14Q: 3 clusters Score -208152.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -208199.500000 Penalty: 3748.247559
	Iteration 15Q: 3 clusters Score -208199.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -208226.718750 Penalty: 3748.247559
	Iteration 16Q: 3 clusters Score -208226.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -208246.843750 Penalty: 3748.247559
	Iteration 17Q: 3 clusters Score -208246.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -208265.671875 Penalty: 3748.247559
	Iteration 18Q: 3 clusters Score -208265.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -208279.859375 Penalty: 3748.247559
	Iteration 19Q: 3 clusters Score -208279.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -208287.625000 Penalty: 3748.247559
	Iteration 20F: 3 clusters Score -208287.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -208292.781250 Penalty: 3748.247559
	Iteration 21Q: 3 clusters Score -208292.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -208294.406250 Penalty: 3748.247559
	Iteration 22Q: 3 clusters Score -208294.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -208294.906250 Penalty: 3748.247559
	Iteration 23Q: 3 clusters Score -208294.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -208294.906250 Penalty: 3748.247559
	Iteration 24F: 3 clusters Score -208294.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Entering Unmasked Estep 
Score: -1542433.250000 Penalty: 2338.689209
	Iteration 0F: 2 clusters Score -1542433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1533199.125000 Penalty: 4677.378418
	Iteration 0F: 3 clusters Score -1533199 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1536016.625000 Penalty: 4677.378418
	Iteration 1F: 3 clusters Score -1536017 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1536366.000000 Penalty: 4677.378418
	Iteration 2F: 3 clusters Score -1536366 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1536675.125000 Penalty: 4677.378418
	Iteration 3F: 3 clusters Score -1536675 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1536915.625000 Penalty: 4677.378418
	Iteration 4Q: 3 clusters Score -1536916 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1537121.000000 Penalty: 4677.378418
	Iteration 5Q: 3 clusters Score -1537121 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1537295.625000 Penalty: 4677.378418
	Iteration 6Q: 3 clusters Score -1537296 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1537478.500000 Penalty: 4677.378418
	Iteration 7Q: 3 clusters Score -1537478 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1537667.875000 Penalty: 4677.378418
	Iteration 8Q: 3 clusters Score -1537668 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1537904.125000 Penalty: 4677.378418
	Iteration 9Q: 3 clusters Score -1537904 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1538169.750000 Penalty: 4677.378418
	Iteration 10Q: 3 clusters Score -1538170 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1538424.125000 Penalty: 4677.378418
	Iteration 11Q: 3 clusters Score -1538424 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1538659.125000 Penalty: 4677.378418
	Iteration 12Q: 3 clusters Score -1538659 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1538871.875000 Penalty: 4677.378418
	Iteration 13Q: 3 clusters Score -1538872 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1539045.125000 Penalty: 4677.378418
	Iteration 14Q: 3 clusters Score -1539045 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1539204.500000 Penalty: 4677.378418
	Iteration 15Q: 3 clusters Score -1539204 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1539326.125000 Penalty: 4677.378418
	Iteration 16Q: 3 clusters Score -1539326 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1539433.000000 Penalty: 4677.378418
	Iteration 17Q: 3 clusters Score -1539433 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1539525.125000 Penalty: 4677.378418
	Iteration 18Q: 3 clusters Score -1539525 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1539606.125000 Penalty: 4677.378418
	Iteration 19Q: 3 clusters Score -1539606 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1539659.250000 Penalty: 4677.378418
	Iteration 20F: 3 clusters Score -1539659 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1539699.625000 Penalty: 4677.378418
	Iteration 21Q: 3 clusters Score -1539700 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1539740.000000 Penalty: 4677.378418
	Iteration 22Q: 3 clusters Score -1539740 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1539773.750000 Penalty: 4677.378418
	Iteration 23Q: 3 clusters Score -1539774 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1539799.375000 Penalty: 4677.378418
	Iteration 24Q: 3 clusters Score -1539799 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1539826.875000 Penalty: 4677.378418
	Iteration 25Q: 3 clusters Score -1539827 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1539848.625000 Penalty: 4677.378418
	Iteration 26Q: 3 clusters Score -1539849 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1539880.250000 Penalty: 4677.378418
	Iteration 27Q: 3 clusters Score -1539880 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1539905.625000 Penalty: 4677.378418
	Iteration 28Q: 3 clusters Score -1539906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1539925.375000 Penalty: 4677.378418
	Iteration 29Q: 3 clusters Score -1539925 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1539944.250000 Penalty: 4677.378418
	Iteration 30Q: 3 clusters Score -1539944 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1539967.375000 Penalty: 4677.378418
	Iteration 31Q: 3 clusters Score -1539967 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1539994.375000 Penalty: 4677.378418
	Iteration 32Q: 3 clusters Score -1539994 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1540026.625000 Penalty: 4677.378418
	Iteration 33Q: 3 clusters Score -1540027 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1540052.375000 Penalty: 4677.378418
	Iteration 34Q: 3 clusters Score -1540052 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1540071.000000 Penalty: 4677.378418
	Iteration 35Q: 3 clusters Score -1540071 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1540084.125000 Penalty: 4677.378418
	Iteration 36Q: 3 clusters Score -1540084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1540099.875000 Penalty: 4677.378418
	Iteration 37Q: 3 clusters Score -1540100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1540113.750000 Penalty: 4677.378418
	Iteration 38Q: 3 clusters Score -1540114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1540122.250000 Penalty: 4677.378418
	Iteration 39Q: 3 clusters Score -1540122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1540130.875000 Penalty: 4677.378418
	Iteration 40F: 3 clusters Score -1540131 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1540146.125000 Penalty: 4677.378418
	Iteration 41Q: 3 clusters Score -1540146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1540157.875000 Penalty: 4677.378418
	Iteration 42Q: 3 clusters Score -1540158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1540177.250000 Penalty: 4677.378418
	Iteration 43Q: 3 clusters Score -1540177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1540191.500000 Penalty: 4677.378418
	Iteration 44Q: 3 clusters Score -1540192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1540203.250000 Penalty: 4677.378418
	Iteration 45Q: 3 clusters Score -1540203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1540213.500000 Penalty: 4677.378418
	Iteration 46Q: 3 clusters Score -1540214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1540224.750000 Penalty: 4677.378418
	Iteration 47Q: 3 clusters Score -1540225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1540228.625000 Penalty: 4677.378418
	Iteration 48Q: 3 clusters Score -1540229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1540236.125000 Penalty: 4677.378418
	Iteration 49Q: 3 clusters Score -1540236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1540242.625000 Penalty: 4677.378418
	Iteration 50Q: 3 clusters Score -1540243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1540255.125000 Penalty: 4677.378418
	Iteration 51Q: 3 clusters Score -1540255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1540257.375000 Penalty: 4677.378418
	Iteration 52Q: 3 clusters Score -1540257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1540266.000000 Penalty: 4677.378418
	Iteration 53Q: 3 clusters Score -1540266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1540266.875000 Penalty: 4677.378418
	Iteration 54Q: 3 clusters Score -1540267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1540272.125000 Penalty: 4677.378418
	Iteration 55Q: 3 clusters Score -1540272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1540276.750000 Penalty: 4677.378418
	Iteration 56Q: 3 clusters Score -1540277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1540282.875000 Penalty: 4677.378418
	Iteration 57Q: 3 clusters Score -1540283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1540288.250000 Penalty: 4677.378418
	Iteration 58Q: 3 clusters Score -1540288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1540292.750000 Penalty: 4677.378418
	Iteration 59Q: 3 clusters Score -1540293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1540300.625000 Penalty: 4677.378418
	Iteration 60F: 3 clusters Score -1540301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1540302.875000 Penalty: 4677.378418
	Iteration 61Q: 3 clusters Score -1540303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1540301.750000 Penalty: 4677.378418
	Iteration 62Q: 3 clusters Score -1540302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1540305.500000 Penalty: 4677.378418
	Iteration 63Q: 3 clusters Score -1540306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1540314.125000 Penalty: 4677.378418
	Iteration 64Q: 3 clusters Score -1540314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1540322.375000 Penalty: 4677.378418
	Iteration 65Q: 3 clusters Score -1540322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1540331.250000 Penalty: 4677.378418
	Iteration 66Q: 3 clusters Score -1540331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1540339.500000 Penalty: 4677.378418
	Iteration 67Q: 3 clusters Score -1540340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1540342.500000 Penalty: 4677.378418
	Iteration 68Q: 3 clusters Score -1540342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1540341.125000 Penalty: 4677.378418
	Iteration 69Q: 3 clusters Score -1540341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1540347.125000 Penalty: 4677.378418
	Iteration 70Q: 3 clusters Score -1540347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1540348.250000 Penalty: 4677.378418
	Iteration 71Q: 3 clusters Score -1540348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1540350.375000 Penalty: 4677.378418
	Iteration 72Q: 3 clusters Score -1540350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1540350.875000 Penalty: 4677.378418
	Iteration 73Q: 3 clusters Score -1540351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1540357.000000 Penalty: 4677.378418
	Iteration 74Q: 3 clusters Score -1540357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1540361.375000 Penalty: 4677.378418
	Iteration 75Q: 3 clusters Score -1540361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1540361.500000 Penalty: 4677.378418
	Iteration 76Q: 3 clusters Score -1540362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1540362.500000 Penalty: 4677.378418
	Iteration 77Q: 3 clusters Score -1540362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1540364.000000 Penalty: 4677.378418
	Iteration 78Q: 3 clusters Score -1540364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1540364.500000 Penalty: 4677.378418
	Iteration 79Q: 3 clusters Score -1540364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1540367.250000 Penalty: 4677.378418
	Iteration 80F: 3 clusters Score -1540367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1540366.000000 Penalty: 4677.378418
	Iteration 81Q: 3 clusters Score -1540366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1540364.250000 Penalty: 4677.378418
	Iteration 82Q: 3 clusters Score -1540364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1540370.125000 Penalty: 4677.378418
	Iteration 83Q: 3 clusters Score -1540370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1540370.250000 Penalty: 4677.378418
	Iteration 84Q: 3 clusters Score -1540370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1540370.000000 Penalty: 4677.378418
	Iteration 85Q: 3 clusters Score -1540370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1540373.125000 Penalty: 4677.378418
	Iteration 86Q: 3 clusters Score -1540373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1540374.000000 Penalty: 4677.378418
	Iteration 87Q: 3 clusters Score -1540374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1540374.000000 Penalty: 4677.378418
	Iteration 88F: 3 clusters Score -1540374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Entering Unmasked Estep 
Score: -291723.437500 Penalty: 1958.437256
	Iteration 0F: 2 clusters Score -291723.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -288642.656250 Penalty: 3916.874512
	Iteration 0F: 3 clusters Score -288642.7 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -289230.375000 Penalty: 3916.874512
	Iteration 1F: 3 clusters Score -289230.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -289379.625000 Penalty: 3916.874512
	Iteration 2F: 3 clusters Score -289379.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -289488.031250 Penalty: 3916.874512
	Iteration 3Q: 3 clusters Score -289488 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -289571.281250 Penalty: 3916.874512
	Iteration 4Q: 3 clusters Score -289571.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -289662.593750 Penalty: 3916.874512
	Iteration 5Q: 3 clusters Score -289662.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -289774.312500 Penalty: 3916.874512
	Iteration 6Q: 3 clusters Score -289774.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -289882.687500 Penalty: 3916.874512
	Iteration 7Q: 3 clusters Score -289882.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -289987.625000 Penalty: 3916.874512
	Iteration 8Q: 3 clusters Score -289987.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -290088.625000 Penalty: 3916.874512
	Iteration 9Q: 3 clusters Score -290088.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -290161.750000 Penalty: 3916.874512
	Iteration 10Q: 3 clusters Score -290161.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -290223.593750 Penalty: 3916.874512
	Iteration 11Q: 3 clusters Score -290223.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -290277.250000 Penalty: 3916.874512
	Iteration 12Q: 3 clusters Score -290277.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -290327.312500 Penalty: 3916.874512
	Iteration 13Q: 3 clusters Score -290327.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -290366.937500 Penalty: 3916.874512
	Iteration 14Q: 3 clusters Score -290366.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -290389.718750 Penalty: 3916.874512
	Iteration 15Q: 3 clusters Score -290389.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -290408.437500 Penalty: 3916.874512
	Iteration 16Q: 3 clusters Score -290408.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -290423.312500 Penalty: 3916.874512
	Iteration 17Q: 3 clusters Score -290423.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -290430.843750 Penalty: 3916.874512
	Iteration 18Q: 3 clusters Score -290430.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -290437.031250 Penalty: 3916.874512
	Iteration 19Q: 3 clusters Score -290437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -290440.062500 Penalty: 3916.874512
	Iteration 20F: 3 clusters Score -290440.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -290444.000000 Penalty: 3916.874512
	Iteration 21Q: 3 clusters Score -290444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -290448.187500 Penalty: 3916.874512
	Iteration 22Q: 3 clusters Score -290448.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -290450.125000 Penalty: 3916.874512
	Iteration 23Q: 3 clusters Score -290450.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -290453.156250 Penalty: 3916.874512
	Iteration 24Q: 3 clusters Score -290453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -290454.687500 Penalty: 3916.874512
	Iteration 25Q: 3 clusters Score -290454.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -290454.968750 Penalty: 3916.874512
	Iteration 26Q: 3 clusters Score -290455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -290455.656250 Penalty: 3916.874512
	Iteration 27Q: 3 clusters Score -290455.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -290455.843750 Penalty: 3916.874512
	Iteration 28Q: 3 clusters Score -290455.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -290457.625000 Penalty: 3916.874512
	Iteration 29Q: 3 clusters Score -290457.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -290457.500000 Penalty: 3916.874512
	Iteration 30Q: 3 clusters Score -290457.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -290457.500000 Penalty: 3916.874512
	Iteration 31F: 3 clusters Score -290457.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48366.906250 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -48366.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46894.058594 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -46894.06 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47255.378906 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -47255.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47424.824219 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -47424.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47510.757812 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -47510.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47566.335938 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -47566.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47620.128906 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -47620.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47659.613281 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -47659.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47677.421875 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -47677.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47692.531250 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -47692.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47703.406250 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -47703.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47746.714844 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -47746.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47830.011719 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -47830.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47889.078125 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -47889.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47978.074219 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -47978.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -48090.089844 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -48090.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -48209.308594 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -48209.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -48254.941406 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -48254.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -48271.457031 Penalty: 3153.489746
	Iteration 17Q: 3 clusters Score -48271.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -48287.496094 Penalty: 3153.489746
	Iteration 18Q: 3 clusters Score -48287.5 nChanged 2
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: -48293.308594 Penalty: 3153.489746
	Iteration 19Q: 3 clusters Score -48293.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -48300.300781 Penalty: 3153.489746
	Iteration 20F: 3 clusters Score -48300.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Entering Unmasked Estep 
Score: -4156584.000000 Penalty: 2593.357178
	Iteration 0F: 2 clusters Score -4156584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -4132835.750000 Penalty: 5186.714355
	Iteration 0F: 3 clusters Score -4132836 nChanged 15824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -4141270.500000 Penalty: 5186.714355
	Iteration 1F: 3 clusters Score -4141270 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -4141762.500000 Penalty: 5186.714355
	Iteration 2Q: 3 clusters Score -4141762 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -4142334.250000 Penalty: 5186.714355
	Iteration 3Q: 3 clusters Score -4142334 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -4143045.000000 Penalty: 5186.714355
	Iteration 4Q: 3 clusters Score -4143045 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -4144095.000000 Penalty: 5186.714355
	Iteration 5F: 3 clusters Score -4144095 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -4145623.750000 Penalty: 5186.714355
	Iteration 6F: 3 clusters Score -4145624 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -4147628.750000 Penalty: 5186.714355
	Iteration 7F: 3 clusters Score -4147629 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -4149830.250000 Penalty: 5186.714355
	Iteration 8F: 3 clusters Score -4149830 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -4151768.000000 Penalty: 5186.714355
	Iteration 9F: 3 clusters Score -4151768 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -4152995.500000 Penalty: 5186.714355
	Iteration 10Q: 3 clusters Score -4152996 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -4153678.000000 Penalty: 5186.714355
	Iteration 11Q: 3 clusters Score -4153678 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4153980.250000 Penalty: 5186.714355
	Iteration 12Q: 3 clusters Score -4153980 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -4154115.500000 Penalty: 5186.714355
	Iteration 13Q: 3 clusters Score -4154116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -4154180.250000 Penalty: 5186.714355
	Iteration 14Q: 3 clusters Score -4154180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -4154220.000000 Penalty: 5186.714355
	Iteration 15Q: 3 clusters Score -4154220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -4154248.750000 Penalty: 5186.714355
	Iteration 16Q: 3 clusters Score -4154249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -4154269.250000 Penalty: 5186.714355
	Iteration 17Q: 3 clusters Score -4154269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -4154274.250000 Penalty: 5186.714355
	Iteration 18Q: 3 clusters Score -4154274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -4154281.000000 Penalty: 5186.714355
	Iteration 19Q: 3 clusters Score -4154281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -4154283.250000 Penalty: 5186.714355
	Iteration 20F: 3 clusters Score -4154283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -4154290.750000 Penalty: 5186.714355
	Iteration 21Q: 3 clusters Score -4154291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -4154297.000000 Penalty: 5186.714355
	Iteration 22Q: 3 clusters Score -4154297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -4154302.000000 Penalty: 5186.714355
	Iteration 23Q: 3 clusters Score -4154302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -4154304.000000 Penalty: 5186.714355
	Iteration 24Q: 3 clusters Score -4154304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -4154305.000000 Penalty: 5186.714355
	Iteration 25Q: 3 clusters Score -4154305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -4154305.000000 Penalty: 5186.714355
	Iteration 26F: 3 clusters Score -4154305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (196921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196921 members 
Entering Unmasked Estep 
Score: -23988176.000000 Penalty: 3023.258301
	Iteration 0F: 2 clusters Score -2.398818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98214 members 
Mstep: Class 2 contains 98707 members 
Entering Unmasked Estep 
Score: -23860098.000000 Penalty: 6046.516602
	Iteration 0F: 3 clusters Score -2.38601e+07 nChanged 94470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93362 members 
Mstep: Class 2 contains 103559 members 
Entering Unmasked Estep 
Score: -23915162.000000 Penalty: 6046.516602
	Iteration 1F: 3 clusters Score -2.391516e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90544 members 
Mstep: Class 2 contains 106377 members 
Entering Unmasked Estep 
Score: -23916310.000000 Penalty: 6046.516602
	Iteration 2Q: 3 clusters Score -2.391631e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 110722 members 
Entering Unmasked Estep 
Score: -23917720.000000 Penalty: 6046.516602
	Iteration 3Q: 3 clusters Score -2.391772e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79519 members 
Mstep: Class 2 contains 117402 members 
Entering Unmasked Estep 
Score: -23920550.000000 Penalty: 6046.516602
	Iteration 4Q: 3 clusters Score -2.392055e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69508 members 
Mstep: Class 2 contains 127413 members 
Entering Unmasked Estep 
Score: -23925658.000000 Penalty: 6046.516602
	Iteration 5F: 3 clusters Score -2.392566e+07 nChanged 14289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 141582 members 
Entering Unmasked Estep 
Score: -23935716.000000 Penalty: 6046.516602
	Iteration 6F: 3 clusters Score -2.393572e+07 nChanged 17881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 159335 members 
Entering Unmasked Estep 
Score: -23951184.000000 Penalty: 6046.516602
	Iteration 7F: 3 clusters Score -2.395118e+07 nChanged 17630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 176783 members 
Entering Unmasked Estep 
Score: -23968264.000000 Penalty: 6046.516602
	Iteration 8F: 3 clusters Score -2.396826e+07 nChanged 11553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 188152 members 
Entering Unmasked Estep 
Score: -23979346.000000 Penalty: 6046.516602
	Iteration 9F: 3 clusters Score -2.397935e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 193052 members 
Entering Unmasked Estep 
Score: -23983740.000000 Penalty: 6046.516602
	Iteration 10Q: 3 clusters Score -2.398374e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 194741 members 
Entering Unmasked Estep 
Score: -23985284.000000 Penalty: 6046.516602
	Iteration 11Q: 3 clusters Score -2.398528e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 195267 members 
Entering Unmasked Estep 
Score: -23985928.000000 Penalty: 6046.516602
	Iteration 12Q: 3 clusters Score -2.398593e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 195389 members 
Entering Unmasked Estep 
Score: -23986268.000000 Penalty: 6046.516602
	Iteration 13Q: 3 clusters Score -2.398627e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 195403 members 
Entering Unmasked Estep 
Score: -23986412.000000 Penalty: 6046.516602
	Iteration 14Q: 3 clusters Score -2.398641e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 195401 members 
Entering Unmasked Estep 
Score: -23986522.000000 Penalty: 6046.516602
	Iteration 15Q: 3 clusters Score -2.398652e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 195380 members 
Entering Unmasked Estep 
Score: -23986606.000000 Penalty: 6046.516602
	Iteration 16Q: 3 clusters Score -2.398661e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 195347 members 
Entering Unmasked Estep 
Score: -23986644.000000 Penalty: 6046.516602
	Iteration 17Q: 3 clusters Score -2.398664e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 195336 members 
Entering Unmasked Estep 
Score: -23986676.000000 Penalty: 6046.516602
	Iteration 18Q: 3 clusters Score -2.398668e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 195303 members 
Entering Unmasked Estep 
Score: -23986716.000000 Penalty: 6046.516602
	Iteration 19Q: 3 clusters Score -2.398672e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 195294 members 
Entering Unmasked Estep 
Score: -23986712.000000 Penalty: 6046.516602
	Iteration 20F: 3 clusters Score -2.398671e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 195281 members 
Entering Unmasked Estep 
Score: -23986754.000000 Penalty: 6046.516602
	Iteration 21Q: 3 clusters Score -2.398675e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 195279 members 
Entering Unmasked Estep 
Score: -23986736.000000 Penalty: 6046.516602
	Iteration 22Q: 3 clusters Score -2.398674e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 195274 members 
Entering Unmasked Estep 
Score: -23986748.000000 Penalty: 6046.516602
	Iteration 23Q: 3 clusters Score -2.398675e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 195263 members 
Entering Unmasked Estep 
Score: -23986770.000000 Penalty: 6046.516602
	Iteration 24Q: 3 clusters Score -2.398677e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 195263 members 
Entering Unmasked Estep 
Score: -23986782.000000 Penalty: 6046.516602
	Iteration 25Q: 3 clusters Score -2.398678e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 195257 members 
Entering Unmasked Estep 
Score: -23986770.000000 Penalty: 6046.516602
	Iteration 26Q: 3 clusters Score -2.398677e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 195246 members 
Entering Unmasked Estep 
Score: -23986772.000000 Penalty: 6046.516602
	Iteration 27Q: 3 clusters Score -2.398677e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 195228 members 
Entering Unmasked Estep 
Score: -23986790.000000 Penalty: 6046.516602
	Iteration 28Q: 3 clusters Score -2.398679e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 195218 members 
Entering Unmasked Estep 
Score: -23986810.000000 Penalty: 6046.516602
	Iteration 29Q: 3 clusters Score -2.398681e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 195200 members 
Entering Unmasked Estep 
Score: -23986816.000000 Penalty: 6046.516602
	Iteration 30Q: 3 clusters Score -2.398682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 195192 members 
Entering Unmasked Estep 
Score: -23986804.000000 Penalty: 6046.516602
	Iteration 31Q: 3 clusters Score -2.39868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 195181 members 
Entering Unmasked Estep 
Score: -23986850.000000 Penalty: 6046.516602
	Iteration 32Q: 3 clusters Score -2.398685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 195173 members 
Entering Unmasked Estep 
Score: -23986868.000000 Penalty: 6046.516602
	Iteration 33Q: 3 clusters Score -2.398687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 195166 members 
Entering Unmasked Estep 
Score: -23986874.000000 Penalty: 6046.516602
	Iteration 34Q: 3 clusters Score -2.398687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 195161 members 
Entering Unmasked Estep 
Score: -23986872.000000 Penalty: 6046.516602
	Iteration 35Q: 3 clusters Score -2.398687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 195159 members 
Entering Unmasked Estep 
Score: -23986868.000000 Penalty: 6046.516602
	Iteration 36Q: 3 clusters Score -2.398687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 195156 members 
Entering Unmasked Estep 
Score: -23986854.000000 Penalty: 6046.516602
	Iteration 37Q: 3 clusters Score -2.398685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 195153 members 
Entering Unmasked Estep 
Score: -23986866.000000 Penalty: 6046.516602
	Iteration 38Q: 3 clusters Score -2.398687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 195151 members 
Entering Unmasked Estep 
Score: -23986856.000000 Penalty: 6046.516602
	Iteration 39Q: 3 clusters Score -2.398686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 195152 members 
Entering Unmasked Estep 
Score: -23986854.000000 Penalty: 6046.516602
	Iteration 40F: 3 clusters Score -2.398685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Entering Unmasked Estep 
Score: -122678.773438 Penalty: 1761.419922
	Iteration 0F: 2 clusters Score -122678.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -120660.804688 Penalty: 3522.839844
	Iteration 0F: 3 clusters Score -120660.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -121240.226562 Penalty: 3522.839844
	Iteration 1F: 3 clusters Score -121240.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -121645.023438 Penalty: 3522.839844
	Iteration 2F: 3 clusters Score -121645 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -121947.664062 Penalty: 3522.839844
	Iteration 3F: 3 clusters Score -121947.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -122241.359375 Penalty: 3522.839844
	Iteration 4F: 3 clusters Score -122241.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -122478.335938 Penalty: 3522.839844
	Iteration 5F: 3 clusters Score -122478.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -122633.609375 Penalty: 3522.839844
	Iteration 6Q: 3 clusters Score -122633.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -122765.070312 Penalty: 3522.839844
	Iteration 7Q: 3 clusters Score -122765.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -122883.148438 Penalty: 3522.839844
	Iteration 8Q: 3 clusters Score -122883.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -122940.984375 Penalty: 3522.839844
	Iteration 9Q: 3 clusters Score -122941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -122968.664062 Penalty: 3522.839844
	Iteration 10Q: 3 clusters Score -122968.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -123046.882812 Penalty: 3522.839844
	Iteration 11Q: 3 clusters Score -123046.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -123092.250000 Penalty: 3522.839844
	Iteration 12Q: 3 clusters Score -123092.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -123122.367188 Penalty: 3522.839844
	Iteration 13Q: 3 clusters Score -123122.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -123139.164062 Penalty: 3522.839844
	Iteration 14Q: 3 clusters Score -123139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -123147.585938 Penalty: 3522.839844
	Iteration 15Q: 3 clusters Score -123147.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -123155.351562 Penalty: 3522.839844
	Iteration 16Q: 3 clusters Score -123155.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -123162.929688 Penalty: 3522.839844
	Iteration 17Q: 3 clusters Score -123162.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -123164.437500 Penalty: 3522.839844
	Iteration 18Q: 3 clusters Score -123164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -123166.914062 Penalty: 3522.839844
	Iteration 19Q: 3 clusters Score -123166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -123173.375000 Penalty: 3522.839844
	Iteration 20F: 3 clusters Score -123173.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -123180.906250 Penalty: 3522.839844
	Iteration 21Q: 3 clusters Score -123180.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -123183.734375 Penalty: 3522.839844
	Iteration 22Q: 3 clusters Score -123183.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -123191.750000 Penalty: 3522.839844
	Iteration 23Q: 3 clusters Score -123191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -123193.289062 Penalty: 3522.839844
	Iteration 24Q: 3 clusters Score -123193.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -123193.289062 Penalty: 3522.839844
	Iteration 25F: 3 clusters Score -123193.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62595 members 
Mstep: Class 4 contains 248473 members 
Mstep: Class 5 contains 3969 members 
Mstep: Class 6 contains 72335 members 
Mstep: Class 7 contains 11617 members 
Mstep: Class 8 contains 208986 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4614 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 12459 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 34790 members 
Mstep: Class 19 contains 196921 members 
Mstep: Class 21 contains 794 members 
Mstep: Class 22 contains 3754 members 
Entering Unmasked Estep 
Score: -104289064.000000 Penalty: 64462.460938
Splitting cluster 21 changes total score from -104289896.000000 to -104289064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Entering Unmasked Estep 
Score: -427667.531250 Penalty: 2041.183228
	Iteration 0F: 2 clusters Score -427667.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -423906.937500 Penalty: 4082.366455
	Iteration 0F: 3 clusters Score -423906.9 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -424675.937500 Penalty: 4082.366455
	Iteration 1F: 3 clusters Score -424675.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -424865.218750 Penalty: 4082.366455
	Iteration 2F: 3 clusters Score -424865.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -425010.968750 Penalty: 4082.366455
	Iteration 3F: 3 clusters Score -425011 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -425131.781250 Penalty: 4082.366455
	Iteration 4Q: 3 clusters Score -425131.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -425225.718750 Penalty: 4082.366455
	Iteration 5Q: 3 clusters Score -425225.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -425287.531250 Penalty: 4082.366455
	Iteration 6Q: 3 clusters Score -425287.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -425359.562500 Penalty: 4082.366455
	Iteration 7Q: 3 clusters Score -425359.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -425434.781250 Penalty: 4082.366455
	Iteration 8Q: 3 clusters Score -425434.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -425492.312500 Penalty: 4082.366455
	Iteration 9Q: 3 clusters Score -425492.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -425537.281250 Penalty: 4082.366455
	Iteration 10Q: 3 clusters Score -425537.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -425573.000000 Penalty: 4082.366455
	Iteration 11Q: 3 clusters Score -425573 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -425610.187500 Penalty: 4082.366455
	Iteration 12Q: 3 clusters Score -425610.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -425647.656250 Penalty: 4082.366455
	Iteration 13Q: 3 clusters Score -425647.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -425685.031250 Penalty: 4082.366455
	Iteration 14Q: 3 clusters Score -425685 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -425714.218750 Penalty: 4082.366455
	Iteration 15Q: 3 clusters Score -425714.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -425735.343750 Penalty: 4082.366455
	Iteration 16Q: 3 clusters Score -425735.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -425757.375000 Penalty: 4082.366455
	Iteration 17Q: 3 clusters Score -425757.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -425777.093750 Penalty: 4082.366455
	Iteration 18Q: 3 clusters Score -425777.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -425795.937500 Penalty: 4082.366455
	Iteration 19Q: 3 clusters Score -425795.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -425815.750000 Penalty: 4082.366455
	Iteration 20F: 3 clusters Score -425815.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -425833.937500 Penalty: 4082.366455
	Iteration 21Q: 3 clusters Score -425833.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -425845.625000 Penalty: 4082.366455
	Iteration 22Q: 3 clusters Score -425845.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -425857.343750 Penalty: 4082.366455
	Iteration 23Q: 3 clusters Score -425857.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -425867.031250 Penalty: 4082.366455
	Iteration 24Q: 3 clusters Score -425867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -425877.031250 Penalty: 4082.366455
	Iteration 25Q: 3 clusters Score -425877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -425885.281250 Penalty: 4082.366455
	Iteration 26Q: 3 clusters Score -425885.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -425896.312500 Penalty: 4082.366455
	Iteration 27Q: 3 clusters Score -425896.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -425905.875000 Penalty: 4082.366455
	Iteration 28Q: 3 clusters Score -425905.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -425913.718750 Penalty: 4082.366455
	Iteration 29Q: 3 clusters Score -425913.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -425922.312500 Penalty: 4082.366455
	Iteration 30Q: 3 clusters Score -425922.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -425931.781250 Penalty: 4082.366455
	Iteration 31Q: 3 clusters Score -425931.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -425943.718750 Penalty: 4082.366455
	Iteration 32Q: 3 clusters Score -425943.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -425952.031250 Penalty: 4082.366455
	Iteration 33Q: 3 clusters Score -425952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -425953.500000 Penalty: 4082.366455
	Iteration 34Q: 3 clusters Score -425953.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -425957.500000 Penalty: 4082.366455
	Iteration 35Q: 3 clusters Score -425957.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -425963.437500 Penalty: 4082.366455
	Iteration 36Q: 3 clusters Score -425963.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -425969.062500 Penalty: 4082.366455
	Iteration 37Q: 3 clusters Score -425969.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -425972.531250 Penalty: 4082.366455
	Iteration 38Q: 3 clusters Score -425972.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -425978.468750 Penalty: 4082.366455
	Iteration 39Q: 3 clusters Score -425978.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -425987.875000 Penalty: 4082.366455
	Iteration 40F: 3 clusters Score -425987.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -426010.843750 Penalty: 4082.366455
	Iteration 41Q: 3 clusters Score -426010.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -426025.125000 Penalty: 4082.366455
	Iteration 42Q: 3 clusters Score -426025.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -426043.406250 Penalty: 4082.366455
	Iteration 43Q: 3 clusters Score -426043.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -426059.218750 Penalty: 4082.366455
	Iteration 44Q: 3 clusters Score -426059.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -426069.437500 Penalty: 4082.366455
	Iteration 45Q: 3 clusters Score -426069.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -426077.156250 Penalty: 4082.366455
	Iteration 46Q: 3 clusters Score -426077.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -426081.250000 Penalty: 4082.366455
	Iteration 47Q: 3 clusters Score -426081.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -426088.437500 Penalty: 4082.366455
	Iteration 48Q: 3 clusters Score -426088.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -426094.781250 Penalty: 4082.366455
	Iteration 49Q: 3 clusters Score -426094.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -426104.125000 Penalty: 4082.366455
	Iteration 50Q: 3 clusters Score -426104.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -426109.906250 Penalty: 4082.366455
	Iteration 51Q: 3 clusters Score -426109.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -426113.562500 Penalty: 4082.366455
	Iteration 52Q: 3 clusters Score -426113.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -426114.906250 Penalty: 4082.366455
	Iteration 53Q: 3 clusters Score -426114.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -426116.437500 Penalty: 4082.366455
	Iteration 54Q: 3 clusters Score -426116.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -426116.781250 Penalty: 4082.366455
	Iteration 55Q: 3 clusters Score -426116.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -426116.781250 Penalty: 4082.366455
	Iteration 56F: 3 clusters Score -426116.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62595 members 
Mstep: Class 4 contains 248473 members 
Mstep: Class 5 contains 3969 members 
Mstep: Class 6 contains 72335 members 
Mstep: Class 7 contains 11617 members 
Mstep: Class 8 contains 208986 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4614 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 12459 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34790 members 
Mstep: Class 19 contains 196921 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290280.000000 Penalty: 61069.699219
Iteration 79Q: 19 clusters Score -1.042903e+08 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62603 members 
Mstep: Class 4 contains 248249 members 
Mstep: Class 5 contains 3968 members 
Mstep: Class 6 contains 73143 members 
Mstep: Class 7 contains 11622 members 
Mstep: Class 8 contains 208648 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4619 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 12433 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34760 members 
Mstep: Class 19 contains 196695 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290456.000000 Penalty: 61069.699219
Iteration 80F: 19 clusters Score -1.042905e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62603 members 
Mstep: Class 4 contains 248043 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 73943 members 
Mstep: Class 7 contains 11621 members 
Mstep: Class 8 contains 208292 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4621 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 12415 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34747 members 
Mstep: Class 19 contains 196468 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290480.000000 Penalty: 61069.699219
Iteration 81Q: 19 clusters Score -1.042905e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62595 members 
Mstep: Class 4 contains 247813 members 
Mstep: Class 5 contains 3963 members 
Mstep: Class 6 contains 74701 members 
Mstep: Class 7 contains 11620 members 
Mstep: Class 8 contains 208053 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4619 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 12397 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34724 members 
Mstep: Class 19 contains 196212 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290776.000000 Penalty: 61069.699219
Iteration 82Q: 19 clusters Score -1.042908e+08 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62573 members 
Mstep: Class 4 contains 247553 members 
Mstep: Class 5 contains 3960 members 
Mstep: Class 6 contains 75462 members 
Mstep: Class 7 contains 11620 members 
Mstep: Class 8 contains 207862 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4621 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 12381 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34700 members 
Mstep: Class 19 contains 195957 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290984.000000 Penalty: 61069.699219
Iteration 83Q: 19 clusters Score -1.04291e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62555 members 
Mstep: Class 4 contains 247287 members 
Mstep: Class 5 contains 3957 members 
Mstep: Class 6 contains 76288 members 
Mstep: Class 7 contains 11626 members 
Mstep: Class 8 contains 207640 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4617 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 12359 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34668 members 
Mstep: Class 19 contains 195687 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290992.000000 Penalty: 61069.699219
Iteration 84Q: 19 clusters Score -1.04291e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 535 members 
Mstep: Class 3 contains 62531 members 
Mstep: Class 4 contains 247039 members 
Mstep: Class 5 contains 3957 members 
Mstep: Class 6 contains 77034 members 
Mstep: Class 7 contains 11623 members 
Mstep: Class 8 contains 207474 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 12340 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34648 members 
Mstep: Class 19 contains 195430 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291056.000000 Penalty: 61069.699219
Iteration 85Q: 19 clusters Score -1.042911e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 535 members 
Mstep: Class 3 contains 62528 members 
Mstep: Class 4 contains 246750 members 
Mstep: Class 5 contains 3959 members 
Mstep: Class 6 contains 77807 members 
Mstep: Class 7 contains 11618 members 
Mstep: Class 8 contains 207299 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12328 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34625 members 
Mstep: Class 19 contains 195165 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291056.000000 Penalty: 61069.699219
Iteration 86Q: 19 clusters Score -1.042911e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 535 members 
Mstep: Class 3 contains 62530 members 
Mstep: Class 4 contains 246406 members 
Mstep: Class 5 contains 3958 members 
Mstep: Class 6 contains 78573 members 
Mstep: Class 7 contains 11618 members 
Mstep: Class 8 contains 207140 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12312 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34613 members 
Mstep: Class 19 contains 194926 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291224.000000 Penalty: 61069.699219
Iteration 87Q: 19 clusters Score -1.042912e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 535 members 
Mstep: Class 3 contains 62531 members 
Mstep: Class 4 contains 246077 members 
Mstep: Class 5 contains 3959 members 
Mstep: Class 6 contains 79360 members 
Mstep: Class 7 contains 11615 members 
Mstep: Class 8 contains 206973 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12300 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34591 members 
Mstep: Class 19 contains 194671 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291408.000000 Penalty: 61069.699219
Iteration 88Q: 19 clusters Score -1.042914e+08 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 535 members 
Mstep: Class 3 contains 62517 members 
Mstep: Class 4 contains 245776 members 
Mstep: Class 5 contains 3961 members 
Mstep: Class 6 contains 80150 members 
Mstep: Class 7 contains 11612 members 
Mstep: Class 8 contains 206792 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34566 members 
Mstep: Class 19 contains 194421 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291400.000000 Penalty: 61069.699219
Iteration 89Q: 19 clusters Score -1.042914e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62504 members 
Mstep: Class 4 contains 245472 members 
Mstep: Class 5 contains 3960 members 
Mstep: Class 6 contains 80882 members 
Mstep: Class 7 contains 11611 members 
Mstep: Class 8 contains 206631 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12274 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34540 members 
Mstep: Class 19 contains 194189 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291472.000000 Penalty: 61069.699219
Iteration 90Q: 19 clusters Score -1.042915e+08 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62485 members 
Mstep: Class 4 contains 245160 members 
Mstep: Class 5 contains 3963 members 
Mstep: Class 6 contains 81634 members 
Mstep: Class 7 contains 11609 members 
Mstep: Class 8 contains 206424 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12277 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34514 members 
Mstep: Class 19 contains 193980 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291368.000000 Penalty: 61069.699219
Iteration 91Q: 19 clusters Score -1.042914e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62475 members 
Mstep: Class 4 contains 244821 members 
Mstep: Class 5 contains 3956 members 
Mstep: Class 6 contains 82365 members 
Mstep: Class 7 contains 11612 members 
Mstep: Class 8 contains 206216 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12283 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34490 members 
Mstep: Class 19 contains 193812 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291536.000000 Penalty: 61069.699219
Iteration 92Q: 19 clusters Score -1.042915e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62446 members 
Mstep: Class 4 contains 244468 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 83047 members 
Mstep: Class 7 contains 11615 members 
Mstep: Class 8 contains 206074 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12288 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34471 members 
Mstep: Class 19 contains 193653 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291728.000000 Penalty: 61069.699219
Iteration 93Q: 19 clusters Score -1.042917e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62413 members 
Mstep: Class 4 contains 244134 members 
Mstep: Class 5 contains 3947 members 
Mstep: Class 6 contains 83786 members 
Mstep: Class 7 contains 11613 members 
Mstep: Class 8 contains 205889 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12293 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34461 members 
Mstep: Class 19 contains 193464 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291920.000000 Penalty: 61069.699219
Iteration 94Q: 19 clusters Score -1.042919e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62379 members 
Mstep: Class 4 contains 243750 members 
Mstep: Class 5 contains 3938 members 
Mstep: Class 6 contains 84545 members 
Mstep: Class 7 contains 11620 members 
Mstep: Class 8 contains 205730 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12284 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34446 members 
Mstep: Class 19 contains 193292 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291968.000000 Penalty: 61069.699219
Iteration 95Q: 19 clusters Score -1.04292e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62363 members 
Mstep: Class 4 contains 243364 members 
Mstep: Class 5 contains 3931 members 
Mstep: Class 6 contains 85309 members 
Mstep: Class 7 contains 11616 members 
Mstep: Class 8 contains 205544 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12283 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34447 members 
Mstep: Class 19 contains 193106 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104292120.000000 Penalty: 61069.699219
Iteration 96Q: 19 clusters Score -1.042921e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62358 members 
Mstep: Class 4 contains 243000 members 
Mstep: Class 5 contains 3922 members 
Mstep: Class 6 contains 86045 members 
Mstep: Class 7 contains 11622 members 
Mstep: Class 8 contains 205348 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4612 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12286 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34441 members 
Mstep: Class 19 contains 192927 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104292240.000000 Penalty: 61069.699219
Iteration 97Q: 19 clusters Score -1.042922e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62336 members 
Mstep: Class 4 contains 242671 members 
Mstep: Class 5 contains 3921 members 
Mstep: Class 6 contains 86766 members 
Mstep: Class 7 contains 11615 members 
Mstep: Class 8 contains 205140 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4614 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12286 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34431 members 
Mstep: Class 19 contains 192759 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104292336.000000 Penalty: 61069.699219
Iteration 98Q: 19 clusters Score -1.042923e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62328 members 
Mstep: Class 4 contains 242350 members 
Mstep: Class 5 contains 3917 members 
Mstep: Class 6 contains 87480 members 
Mstep: Class 7 contains 11611 members 
Mstep: Class 8 contains 204911 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4612 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12298 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34417 members 
Mstep: Class 19 contains 192595 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104292352.000000 Penalty: 61069.699219
Iteration 99Q: 19 clusters Score -1.042924e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62321 members 
Mstep: Class 4 contains 241985 members 
Mstep: Class 5 contains 3914 members 
Mstep: Class 6 contains 88193 members 
Mstep: Class 7 contains 11602 members 
Mstep: Class 8 contains 204720 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4612 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12307 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34408 members 
Mstep: Class 19 contains 192430 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104292520.000000 Penalty: 61069.699219
Iteration 100F: 19 clusters Score -1.042925e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62316 members 
Mstep: Class 4 contains 241637 members 
Mstep: Class 5 contains 3913 members 
Mstep: Class 6 contains 88913 members 
Mstep: Class 7 contains 11596 members 
Mstep: Class 8 contains 204500 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4612 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12309 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34388 members 
Mstep: Class 19 contains 192281 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104292576.000000 Penalty: 61069.699219
Iteration 101Q: 19 clusters Score -1.042926e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62320 members 
Mstep: Class 4 contains 241243 members 
Mstep: Class 5 contains 3912 members 
Mstep: Class 6 contains 89641 members 
Mstep: Class 7 contains 11592 members 
Mstep: Class 8 contains 204310 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4611 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12308 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34373 members 
Mstep: Class 19 contains 192135 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104292480.000000 Penalty: 61069.699219
Iteration 102Q: 19 clusters Score -1.042925e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62316 members 
Mstep: Class 4 contains 240843 members 
Mstep: Class 5 contains 3907 members 
Mstep: Class 6 contains 90369 members 
Mstep: Class 7 contains 11593 members 
Mstep: Class 8 contains 204175 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4612 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12301 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34361 members 
Mstep: Class 19 contains 191961 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104292656.000000 Penalty: 61069.699219
Iteration 103Q: 19 clusters Score -1.042927e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62309 members 
Mstep: Class 4 contains 240462 members 
Mstep: Class 5 contains 3907 members 
Mstep: Class 6 contains 91110 members 
Mstep: Class 7 contains 11590 members 
Mstep: Class 8 contains 204058 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4613 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12285 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34342 members 
Mstep: Class 19 contains 191763 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104292888.000000 Penalty: 61069.699219
Iteration 104Q: 19 clusters Score -1.042929e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62304 members 
Mstep: Class 4 contains 240140 members 
Mstep: Class 5 contains 3907 members 
Mstep: Class 6 contains 91794 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 203908 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4614 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12283 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34317 members 
Mstep: Class 19 contains 191579 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104292976.000000 Penalty: 61069.699219
Iteration 105Q: 19 clusters Score -1.04293e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62310 members 
Mstep: Class 4 contains 239795 members 
Mstep: Class 5 contains 3904 members 
Mstep: Class 6 contains 92474 members 
Mstep: Class 7 contains 11583 members 
Mstep: Class 8 contains 203788 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4615 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12269 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34292 members 
Mstep: Class 19 contains 191395 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104293264.000000 Penalty: 61069.699219
Iteration 106Q: 19 clusters Score -1.042933e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62320 members 
Mstep: Class 4 contains 239425 members 
Mstep: Class 5 contains 3904 members 
Mstep: Class 6 contains 93158 members 
Mstep: Class 7 contains 11581 members 
Mstep: Class 8 contains 203649 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4614 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12267 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34275 members 
Mstep: Class 19 contains 191224 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104293512.000000 Penalty: 61069.699219
Iteration 107Q: 19 clusters Score -1.042935e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62321 members 
Mstep: Class 4 contains 239079 members 
Mstep: Class 5 contains 3902 members 
Mstep: Class 6 contains 93784 members 
Mstep: Class 7 contains 11579 members 
Mstep: Class 8 contains 203549 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4614 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12261 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34261 members 
Mstep: Class 19 contains 191056 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104293816.000000 Penalty: 61069.699219
Iteration 108Q: 19 clusters Score -1.042938e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62315 members 
Mstep: Class 4 contains 238732 members 
Mstep: Class 5 contains 3902 members 
Mstep: Class 6 contains 94385 members 
Mstep: Class 7 contains 11575 members 
Mstep: Class 8 contains 203475 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4614 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12263 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34252 members 
Mstep: Class 19 contains 190890 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104293648.000000 Penalty: 61069.699219
Iteration 109Q: 19 clusters Score -1.042936e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62314 members 
Mstep: Class 4 contains 238386 members 
Mstep: Class 5 contains 3901 members 
Mstep: Class 6 contains 94909 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 203464 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4614 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12267 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34245 members 
Mstep: Class 19 contains 190731 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104293704.000000 Penalty: 61069.699219
Iteration 110Q: 19 clusters Score -1.042937e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62308 members 
Mstep: Class 4 contains 238085 members 
Mstep: Class 5 contains 3898 members 
Mstep: Class 6 contains 95406 members 
Mstep: Class 7 contains 11571 members 
Mstep: Class 8 contains 203461 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4613 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12268 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34233 members 
Mstep: Class 19 contains 190559 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104293744.000000 Penalty: 61069.699219
Iteration 111Q: 19 clusters Score -1.042937e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62312 members 
Mstep: Class 4 contains 237808 members 
Mstep: Class 5 contains 3896 members 
Mstep: Class 6 contains 95919 members 
Mstep: Class 7 contains 11571 members 
Mstep: Class 8 contains 203381 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4611 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12272 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34216 members 
Mstep: Class 19 contains 190416 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104293896.000000 Penalty: 61069.699219
Iteration 112Q: 19 clusters Score -1.042939e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62319 members 
Mstep: Class 4 contains 237531 members 
Mstep: Class 5 contains 3891 members 
Mstep: Class 6 contains 96404 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 203326 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12267 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34201 members 
Mstep: Class 19 contains 190283 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104293864.000000 Penalty: 61069.699219
Iteration 113Q: 19 clusters Score -1.042939e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62316 members 
Mstep: Class 4 contains 237285 members 
Mstep: Class 5 contains 3889 members 
Mstep: Class 6 contains 96873 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 203235 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12269 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34188 members 
Mstep: Class 19 contains 190158 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294112.000000 Penalty: 61069.699219
Iteration 114Q: 19 clusters Score -1.042941e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62305 members 
Mstep: Class 4 contains 237020 members 
Mstep: Class 5 contains 3885 members 
Mstep: Class 6 contains 97344 members 
Mstep: Class 7 contains 11571 members 
Mstep: Class 8 contains 203135 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12268 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34187 members 
Mstep: Class 19 contains 190064 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294072.000000 Penalty: 61069.699219
Iteration 115Q: 19 clusters Score -1.042941e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62295 members 
Mstep: Class 4 contains 236793 members 
Mstep: Class 5 contains 3883 members 
Mstep: Class 6 contains 97813 members 
Mstep: Class 7 contains 11568 members 
Mstep: Class 8 contains 203039 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12261 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34191 members 
Mstep: Class 19 contains 189935 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294296.000000 Penalty: 61069.699219
Iteration 116Q: 19 clusters Score -1.042943e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62290 members 
Mstep: Class 4 contains 236589 members 
Mstep: Class 5 contains 3878 members 
Mstep: Class 6 contains 98287 members 
Mstep: Class 7 contains 11566 members 
Mstep: Class 8 contains 202909 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12262 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34195 members 
Mstep: Class 19 contains 189804 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294440.000000 Penalty: 61069.699219
Iteration 117Q: 19 clusters Score -1.042944e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62280 members 
Mstep: Class 4 contains 236418 members 
Mstep: Class 5 contains 3873 members 
Mstep: Class 6 contains 98731 members 
Mstep: Class 7 contains 11566 members 
Mstep: Class 8 contains 202791 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12265 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34195 members 
Mstep: Class 19 contains 189663 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294416.000000 Penalty: 61069.699219
Iteration 118Q: 19 clusters Score -1.042944e+08 nChanged 636
Entering ConstructFrom: 
Score: -104294416.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (5768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Entering Unmasked Estep 
Score: -695365.125000 Penalty: 2147.699951
	Iteration 0F: 2 clusters Score -695365.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -690396.687500 Penalty: 4295.399902
	Iteration 0F: 3 clusters Score -690396.7 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -691617.750000 Penalty: 4295.399902
	Iteration 1F: 3 clusters Score -691617.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -691776.937500 Penalty: 4295.399902
	Iteration 2F: 3 clusters Score -691776.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -691877.375000 Penalty: 4295.399902
	Iteration 3Q: 3 clusters Score -691877.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -691942.437500 Penalty: 4295.399902
	Iteration 4Q: 3 clusters Score -691942.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -692000.000000 Penalty: 4295.399902
	Iteration 5Q: 3 clusters Score -692000 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -692040.437500 Penalty: 4295.399902
	Iteration 6Q: 3 clusters Score -692040.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -692075.125000 Penalty: 4295.399902
	Iteration 7Q: 3 clusters Score -692075.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -692104.187500 Penalty: 4295.399902
	Iteration 8Q: 3 clusters Score -692104.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -692118.750000 Penalty: 4295.399902
	Iteration 9Q: 3 clusters Score -692118.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -692133.187500 Penalty: 4295.399902
	Iteration 10Q: 3 clusters Score -692133.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -692146.125000 Penalty: 4295.399902
	Iteration 11Q: 3 clusters Score -692146.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -692164.000000 Penalty: 4295.399902
	Iteration 12Q: 3 clusters Score -692164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -692184.375000 Penalty: 4295.399902
	Iteration 13Q: 3 clusters Score -692184.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -692196.437500 Penalty: 4295.399902
	Iteration 14Q: 3 clusters Score -692196.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -692216.437500 Penalty: 4295.399902
	Iteration 15Q: 3 clusters Score -692216.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -692232.562500 Penalty: 4295.399902
	Iteration 16Q: 3 clusters Score -692232.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -692251.062500 Penalty: 4295.399902
	Iteration 17Q: 3 clusters Score -692251.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -692264.250000 Penalty: 4295.399902
	Iteration 18Q: 3 clusters Score -692264.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -692274.000000 Penalty: 4295.399902
	Iteration 19Q: 3 clusters Score -692274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -692284.062500 Penalty: 4295.399902
	Iteration 20F: 3 clusters Score -692284.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -692293.375000 Penalty: 4295.399902
	Iteration 21Q: 3 clusters Score -692293.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -692302.375000 Penalty: 4295.399902
	Iteration 22Q: 3 clusters Score -692302.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -692315.812500 Penalty: 4295.399902
	Iteration 23Q: 3 clusters Score -692315.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -692326.812500 Penalty: 4295.399902
	Iteration 24Q: 3 clusters Score -692326.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -692343.625000 Penalty: 4295.399902
	Iteration 25Q: 3 clusters Score -692343.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -692357.500000 Penalty: 4295.399902
	Iteration 26Q: 3 clusters Score -692357.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -692374.562500 Penalty: 4295.399902
	Iteration 27Q: 3 clusters Score -692374.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -692395.750000 Penalty: 4295.399902
	Iteration 28Q: 3 clusters Score -692395.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -692413.000000 Penalty: 4295.399902
	Iteration 29Q: 3 clusters Score -692413 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -692430.500000 Penalty: 4295.399902
	Iteration 30Q: 3 clusters Score -692430.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -692447.812500 Penalty: 4295.399902
	Iteration 31Q: 3 clusters Score -692447.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -692463.062500 Penalty: 4295.399902
	Iteration 32Q: 3 clusters Score -692463.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -692480.187500 Penalty: 4295.399902
	Iteration 33Q: 3 clusters Score -692480.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -692497.375000 Penalty: 4295.399902
	Iteration 34Q: 3 clusters Score -692497.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -692517.687500 Penalty: 4295.399902
	Iteration 35Q: 3 clusters Score -692517.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -692546.500000 Penalty: 4295.399902
	Iteration 36Q: 3 clusters Score -692546.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -692576.562500 Penalty: 4295.399902
	Iteration 37Q: 3 clusters Score -692576.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -692600.500000 Penalty: 4295.399902
	Iteration 38Q: 3 clusters Score -692600.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -692627.000000 Penalty: 4295.399902
	Iteration 39Q: 3 clusters Score -692627 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -692671.000000 Penalty: 4295.399902
	Iteration 40F: 3 clusters Score -692671 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -692722.625000 Penalty: 4295.399902
	Iteration 41Q: 3 clusters Score -692722.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -692779.187500 Penalty: 4295.399902
	Iteration 42Q: 3 clusters Score -692779.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -692834.187500 Penalty: 4295.399902
	Iteration 43Q: 3 clusters Score -692834.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -692885.062500 Penalty: 4295.399902
	Iteration 44Q: 3 clusters Score -692885.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -692942.562500 Penalty: 4295.399902
	Iteration 45Q: 3 clusters Score -692942.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -693007.750000 Penalty: 4295.399902
	Iteration 46Q: 3 clusters Score -693007.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -693072.312500 Penalty: 4295.399902
	Iteration 47Q: 3 clusters Score -693072.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -693135.437500 Penalty: 4295.399902
	Iteration 48Q: 3 clusters Score -693135.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -693201.000000 Penalty: 4295.399902
	Iteration 49Q: 3 clusters Score -693201 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -693245.562500 Penalty: 4295.399902
	Iteration 50Q: 3 clusters Score -693245.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -693277.875000 Penalty: 4295.399902
	Iteration 51Q: 3 clusters Score -693277.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -693313.625000 Penalty: 4295.399902
	Iteration 52Q: 3 clusters Score -693313.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -693341.625000 Penalty: 4295.399902
	Iteration 53Q: 3 clusters Score -693341.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -693367.500000 Penalty: 4295.399902
	Iteration 54Q: 3 clusters Score -693367.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -693380.625000 Penalty: 4295.399902
	Iteration 55Q: 3 clusters Score -693380.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -693387.937500 Penalty: 4295.399902
	Iteration 56Q: 3 clusters Score -693387.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -693396.937500 Penalty: 4295.399902
	Iteration 57Q: 3 clusters Score -693396.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -693403.687500 Penalty: 4295.399902
	Iteration 58Q: 3 clusters Score -693403.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -693409.500000 Penalty: 4295.399902
	Iteration 59Q: 3 clusters Score -693409.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -693411.875000 Penalty: 4295.399902
	Iteration 60F: 3 clusters Score -693411.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -693418.250000 Penalty: 4295.399902
	Iteration 61Q: 3 clusters Score -693418.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -693424.375000 Penalty: 4295.399902
	Iteration 62Q: 3 clusters Score -693424.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -693428.750000 Penalty: 4295.399902
	Iteration 63Q: 3 clusters Score -693428.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -693436.250000 Penalty: 4295.399902
	Iteration 64Q: 3 clusters Score -693436.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -693442.000000 Penalty: 4295.399902
	Iteration 65Q: 3 clusters Score -693442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -693447.312500 Penalty: 4295.399902
	Iteration 66Q: 3 clusters Score -693447.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -693451.187500 Penalty: 4295.399902
	Iteration 67Q: 3 clusters Score -693451.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -693454.062500 Penalty: 4295.399902
	Iteration 68Q: 3 clusters Score -693454.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -693457.062500 Penalty: 4295.399902
	Iteration 69Q: 3 clusters Score -693457.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -693463.250000 Penalty: 4295.399902
	Iteration 70Q: 3 clusters Score -693463.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -693472.437500 Penalty: 4295.399902
	Iteration 71Q: 3 clusters Score -693472.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -693477.562500 Penalty: 4295.399902
	Iteration 72Q: 3 clusters Score -693477.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -693480.437500 Penalty: 4295.399902
	Iteration 73Q: 3 clusters Score -693480.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -693486.312500 Penalty: 4295.399902
	Iteration 74Q: 3 clusters Score -693486.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -693489.625000 Penalty: 4295.399902
	Iteration 75Q: 3 clusters Score -693489.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -693493.562500 Penalty: 4295.399902
	Iteration 76Q: 3 clusters Score -693493.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -693495.375000 Penalty: 4295.399902
	Iteration 77Q: 3 clusters Score -693495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -693501.250000 Penalty: 4295.399902
	Iteration 78Q: 3 clusters Score -693501.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -693503.625000 Penalty: 4295.399902
	Iteration 79Q: 3 clusters Score -693503.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -693507.937500 Penalty: 4295.399902
	Iteration 80F: 3 clusters Score -693507.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -693512.375000 Penalty: 4295.399902
	Iteration 81Q: 3 clusters Score -693512.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -693514.062500 Penalty: 4295.399902
	Iteration 82Q: 3 clusters Score -693514.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -693515.250000 Penalty: 4295.399902
	Iteration 83Q: 3 clusters Score -693515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -693515.312500 Penalty: 4295.399902
	Iteration 84Q: 3 clusters Score -693515.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -693518.062500 Penalty: 4295.399902
	Iteration 85Q: 3 clusters Score -693518.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -693518.062500 Penalty: 4295.399902
	Iteration 86F: 3 clusters Score -693518.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -52499.628906 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -52499.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50970.851562 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -50970.85 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51204.828125 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -51204.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51315.925781 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -51315.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51441.824219 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -51441.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51546.136719 Penalty: 3115.076416
	Iteration 4F: 3 clusters Score -51546.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51610.910156 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -51610.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51669.125000 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -51669.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51702.992188 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -51702.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51723.195312 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -51723.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51732.574219 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -51732.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51748.667969 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -51748.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51752.300781 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -51752.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51777.820312 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -51777.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51781.339844 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -51781.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51787.078125 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -51787.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51790.484375 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -51790.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51792.171875 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -51792.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51796.828125 Penalty: 3115.076416
	Iteration 17Q: 3 clusters Score -51796.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51796.828125 Penalty: 3115.076416
	Iteration 18F: 3 clusters Score -51796.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (62267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Entering Unmasked Estep 
Score: -7643829.000000 Penalty: 2737.718262
	Iteration 0F: 2 clusters Score -7643829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -7601996.500000 Penalty: 5475.436523
	Iteration 0F: 3 clusters Score -7601996 nChanged 29034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -7618103.500000 Penalty: 5475.436523
	Iteration 1F: 3 clusters Score -7618104 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -7618548.000000 Penalty: 5475.436523
	Iteration 2Q: 3 clusters Score -7618548 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -7619007.000000 Penalty: 5475.436523
	Iteration 3Q: 3 clusters Score -7619007 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -7619340.500000 Penalty: 5475.436523
	Iteration 4Q: 3 clusters Score -7619340 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -7619746.000000 Penalty: 5475.436523
	Iteration 5Q: 3 clusters Score -7619746 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -7620288.000000 Penalty: 5475.436523
	Iteration 6Q: 3 clusters Score -7620288 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -7621072.000000 Penalty: 5475.436523
	Iteration 7Q: 3 clusters Score -7621072 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -7622372.500000 Penalty: 5475.436523
	Iteration 8Q: 3 clusters Score -7622372 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -7624532.000000 Penalty: 5475.436523
	Iteration 9F: 3 clusters Score -7624532 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -7627993.000000 Penalty: 5475.436523
	Iteration 10F: 3 clusters Score -7627993 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -7632470.500000 Penalty: 5475.436523
	Iteration 11F: 3 clusters Score -7632470 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -7636775.500000 Penalty: 5475.436523
	Iteration 12F: 3 clusters Score -7636776 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -7639402.500000 Penalty: 5475.436523
	Iteration 13Q: 3 clusters Score -7639402 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60325 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -7640617.000000 Penalty: 5475.436523
	Iteration 14Q: 3 clusters Score -7640617 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7641173.500000 Penalty: 5475.436523
	Iteration 15Q: 3 clusters Score -7641174 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7641366.500000 Penalty: 5475.436523
	Iteration 16Q: 3 clusters Score -7641366 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -7641485.500000 Penalty: 5475.436523
	Iteration 17Q: 3 clusters Score -7641486 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7641551.000000 Penalty: 5475.436523
	Iteration 18Q: 3 clusters Score -7641551 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7641580.500000 Penalty: 5475.436523
	Iteration 19Q: 3 clusters Score -7641580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61320 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7641616.500000 Penalty: 5475.436523
	Iteration 20F: 3 clusters Score -7641616 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7641635.500000 Penalty: 5475.436523
	Iteration 21Q: 3 clusters Score -7641636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61351 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7641648.000000 Penalty: 5475.436523
	Iteration 22Q: 3 clusters Score -7641648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7641650.000000 Penalty: 5475.436523
	Iteration 23Q: 3 clusters Score -7641650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7641657.000000 Penalty: 5475.436523
	Iteration 24Q: 3 clusters Score -7641657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61370 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7641659.500000 Penalty: 5475.436523
	Iteration 25Q: 3 clusters Score -7641660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7641662.000000 Penalty: 5475.436523
	Iteration 26Q: 3 clusters Score -7641662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61382 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7641666.000000 Penalty: 5475.436523
	Iteration 27Q: 3 clusters Score -7641666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61382 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7641666.000000 Penalty: 5475.436523
	Iteration 28F: 3 clusters Score -7641666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (236259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236259 members 
Entering Unmasked Estep 
Score: -28600896.000000 Penalty: 3068.425537
	Iteration 0F: 2 clusters Score -2.86009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118535 members 
Mstep: Class 2 contains 117724 members 
Entering Unmasked Estep 
Score: -28447550.000000 Penalty: 6136.851074
	Iteration 0F: 3 clusters Score -2.844755e+07 nChanged 113916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125899 members 
Mstep: Class 2 contains 110360 members 
Entering Unmasked Estep 
Score: -28515362.000000 Penalty: 6136.851074
	Iteration 1F: 3 clusters Score -2.851536e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130733 members 
Mstep: Class 2 contains 105526 members 
Entering Unmasked Estep 
Score: -28516966.000000 Penalty: 6136.851074
	Iteration 2Q: 3 clusters Score -2.851697e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138170 members 
Mstep: Class 2 contains 98089 members 
Entering Unmasked Estep 
Score: -28519894.000000 Penalty: 6136.851074
	Iteration 3Q: 3 clusters Score -2.851989e+07 nChanged 11650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149464 members 
Mstep: Class 2 contains 86795 members 
Entering Unmasked Estep 
Score: -28525524.000000 Penalty: 6136.851074
	Iteration 4Q: 3 clusters Score -2.852552e+07 nChanged 16176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165576 members 
Mstep: Class 2 contains 70683 members 
Entering Unmasked Estep 
Score: -28535868.000000 Penalty: 6136.851074
	Iteration 5F: 3 clusters Score -2.853587e+07 nChanged 20763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186329 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -28553286.000000 Penalty: 6136.851074
	Iteration 6F: 3 clusters Score -2.855329e+07 nChanged 21858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208187 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -28573388.000000 Penalty: 6136.851074
	Iteration 7F: 3 clusters Score -2.857339e+07 nChanged 16410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224597 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -28588254.000000 Penalty: 6136.851074
	Iteration 8F: 3 clusters Score -2.858825e+07 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232458 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -28594924.000000 Penalty: 6136.851074
	Iteration 9Q: 3 clusters Score -2.859492e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235113 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -28597054.000000 Penalty: 6136.851074
	Iteration 10Q: 3 clusters Score -2.859705e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235794 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -28597752.000000 Penalty: 6136.851074
	Iteration 11Q: 3 clusters Score -2.859775e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235968 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28597968.000000 Penalty: 6136.851074
	Iteration 12Q: 3 clusters Score -2.859797e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236020 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28598046.000000 Penalty: 6136.851074
	Iteration 13Q: 3 clusters Score -2.859805e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236043 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28598092.000000 Penalty: 6136.851074
	Iteration 14Q: 3 clusters Score -2.859809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236050 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28598074.000000 Penalty: 6136.851074
	Iteration 15Q: 3 clusters Score -2.859807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236052 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28598090.000000 Penalty: 6136.851074
	Iteration 16Q: 3 clusters Score -2.859809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236058 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28598106.000000 Penalty: 6136.851074
	Iteration 17Q: 3 clusters Score -2.859811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236061 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28598114.000000 Penalty: 6136.851074
	Iteration 18Q: 3 clusters Score -2.859811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236061 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28598112.000000 Penalty: 6136.851074
	Iteration 19Q: 3 clusters Score -2.859811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236061 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28598106.000000 Penalty: 6136.851074
	Iteration 20F: 3 clusters Score -2.859811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236062 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28598102.000000 Penalty: 6136.851074
	Iteration 21Q: 3 clusters Score -2.85981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236062 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28598102.000000 Penalty: 6136.851074
	Iteration 22F: 3 clusters Score -2.85981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -459682.906250 Penalty: 2048.858398
	Iteration 0F: 2 clusters Score -459682.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -455840.375000 Penalty: 4097.716797
	Iteration 0F: 3 clusters Score -455840.4 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -456642.250000 Penalty: 4097.716797
	Iteration 1F: 3 clusters Score -456642.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -456823.062500 Penalty: 4097.716797
	Iteration 2F: 3 clusters Score -456823.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -456934.875000 Penalty: 4097.716797
	Iteration 3Q: 3 clusters Score -456934.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -457019.906250 Penalty: 4097.716797
	Iteration 4Q: 3 clusters Score -457019.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -457074.750000 Penalty: 4097.716797
	Iteration 5Q: 3 clusters Score -457074.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -457121.687500 Penalty: 4097.716797
	Iteration 6Q: 3 clusters Score -457121.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -457161.125000 Penalty: 4097.716797
	Iteration 7Q: 3 clusters Score -457161.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -457192.687500 Penalty: 4097.716797
	Iteration 8Q: 3 clusters Score -457192.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -457224.375000 Penalty: 4097.716797
	Iteration 9Q: 3 clusters Score -457224.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -457258.593750 Penalty: 4097.716797
	Iteration 10Q: 3 clusters Score -457258.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -457292.250000 Penalty: 4097.716797
	Iteration 11Q: 3 clusters Score -457292.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -457321.968750 Penalty: 4097.716797
	Iteration 12Q: 3 clusters Score -457322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -457344.437500 Penalty: 4097.716797
	Iteration 13Q: 3 clusters Score -457344.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -457367.343750 Penalty: 4097.716797
	Iteration 14Q: 3 clusters Score -457367.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -457392.312500 Penalty: 4097.716797
	Iteration 15Q: 3 clusters Score -457392.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -457413.281250 Penalty: 4097.716797
	Iteration 16Q: 3 clusters Score -457413.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -457430.843750 Penalty: 4097.716797
	Iteration 17Q: 3 clusters Score -457430.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -457447.375000 Penalty: 4097.716797
	Iteration 18Q: 3 clusters Score -457447.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -457464.250000 Penalty: 4097.716797
	Iteration 19Q: 3 clusters Score -457464.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -457484.531250 Penalty: 4097.716797
	Iteration 20F: 3 clusters Score -457484.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -457506.250000 Penalty: 4097.716797
	Iteration 21Q: 3 clusters Score -457506.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -457522.656250 Penalty: 4097.716797
	Iteration 22Q: 3 clusters Score -457522.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -457541.468750 Penalty: 4097.716797
	Iteration 23Q: 3 clusters Score -457541.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -457559.187500 Penalty: 4097.716797
	Iteration 24Q: 3 clusters Score -457559.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -457579.187500 Penalty: 4097.716797
	Iteration 25Q: 3 clusters Score -457579.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -457593.437500 Penalty: 4097.716797
	Iteration 26Q: 3 clusters Score -457593.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -457607.125000 Penalty: 4097.716797
	Iteration 27Q: 3 clusters Score -457607.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -457623.531250 Penalty: 4097.716797
	Iteration 28Q: 3 clusters Score -457623.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -457641.031250 Penalty: 4097.716797
	Iteration 29Q: 3 clusters Score -457641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -457656.656250 Penalty: 4097.716797
	Iteration 30Q: 3 clusters Score -457656.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -457670.625000 Penalty: 4097.716797
	Iteration 31Q: 3 clusters Score -457670.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -457678.218750 Penalty: 4097.716797
	Iteration 32Q: 3 clusters Score -457678.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -457687.375000 Penalty: 4097.716797
	Iteration 33Q: 3 clusters Score -457687.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -457698.656250 Penalty: 4097.716797
	Iteration 34Q: 3 clusters Score -457698.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -457711.500000 Penalty: 4097.716797
	Iteration 35Q: 3 clusters Score -457711.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -457731.093750 Penalty: 4097.716797
	Iteration 36Q: 3 clusters Score -457731.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -457743.781250 Penalty: 4097.716797
	Iteration 37Q: 3 clusters Score -457743.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -457758.531250 Penalty: 4097.716797
	Iteration 38Q: 3 clusters Score -457758.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -457767.875000 Penalty: 4097.716797
	Iteration 39Q: 3 clusters Score -457767.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -457771.156250 Penalty: 4097.716797
	Iteration 40F: 3 clusters Score -457771.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -457773.718750 Penalty: 4097.716797
	Iteration 41Q: 3 clusters Score -457773.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -457775.812500 Penalty: 4097.716797
	Iteration 42Q: 3 clusters Score -457775.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -457777.250000 Penalty: 4097.716797
	Iteration 43Q: 3 clusters Score -457777.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -457780.406250 Penalty: 4097.716797
	Iteration 44Q: 3 clusters Score -457780.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -457783.937500 Penalty: 4097.716797
	Iteration 45Q: 3 clusters Score -457783.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -457787.375000 Penalty: 4097.716797
	Iteration 46Q: 3 clusters Score -457787.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -457790.375000 Penalty: 4097.716797
	Iteration 47Q: 3 clusters Score -457790.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -457792.812500 Penalty: 4097.716797
	Iteration 48Q: 3 clusters Score -457792.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -457794.656250 Penalty: 4097.716797
	Iteration 49Q: 3 clusters Score -457794.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -457799.031250 Penalty: 4097.716797
	Iteration 50Q: 3 clusters Score -457799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -457803.625000 Penalty: 4097.716797
	Iteration 51Q: 3 clusters Score -457803.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -457807.093750 Penalty: 4097.716797
	Iteration 52Q: 3 clusters Score -457807.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -457813.500000 Penalty: 4097.716797
	Iteration 53Q: 3 clusters Score -457813.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -457818.000000 Penalty: 4097.716797
	Iteration 54Q: 3 clusters Score -457818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -457821.187500 Penalty: 4097.716797
	Iteration 55Q: 3 clusters Score -457821.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -457823.312500 Penalty: 4097.716797
	Iteration 56Q: 3 clusters Score -457823.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -457825.156250 Penalty: 4097.716797
	Iteration 57Q: 3 clusters Score -457825.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -457828.281250 Penalty: 4097.716797
	Iteration 58Q: 3 clusters Score -457828.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -457828.718750 Penalty: 4097.716797
	Iteration 59Q: 3 clusters Score -457828.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -457828.718750 Penalty: 4097.716797
	Iteration 60F: 3 clusters Score -457828.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (99134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99134 members 
Entering Unmasked Estep 
Score: -12122456.000000 Penalty: 2853.048340
	Iteration 0F: 2 clusters Score -1.212246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -12056247.000000 Penalty: 5706.096680
	Iteration 0F: 3 clusters Score -1.205625e+07 nChanged 47040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -12083336.000000 Penalty: 5706.096680
	Iteration 1F: 3 clusters Score -1.208334e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -12084619.000000 Penalty: 5706.096680
	Iteration 2Q: 3 clusters Score -1.208462e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -12086650.000000 Penalty: 5706.096680
	Iteration 3Q: 3 clusters Score -1.208665e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -12089995.000000 Penalty: 5706.096680
	Iteration 4F: 3 clusters Score -1.209e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -12095281.000000 Penalty: 5706.096680
	Iteration 5F: 3 clusters Score -1.209528e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67859 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -12102277.000000 Penalty: 5706.096680
	Iteration 6F: 3 clusters Score -1.210228e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72405 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -12109262.000000 Penalty: 5706.096680
	Iteration 7F: 3 clusters Score -1.210926e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75212 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -12113037.000000 Penalty: 5706.096680
	Iteration 8F: 3 clusters Score -1.211304e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77045 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -12114393.000000 Penalty: 5706.096680
	Iteration 9Q: 3 clusters Score -1.211439e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78510 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -12115116.000000 Penalty: 5706.096680
	Iteration 10Q: 3 clusters Score -1.211512e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79799 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -12115581.000000 Penalty: 5706.096680
	Iteration 11Q: 3 clusters Score -1.211558e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81045 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -12116010.000000 Penalty: 5706.096680
	Iteration 12Q: 3 clusters Score -1.211601e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82220 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -12116385.000000 Penalty: 5706.096680
	Iteration 13Q: 3 clusters Score -1.211638e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83354 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -12116660.000000 Penalty: 5706.096680
	Iteration 14Q: 3 clusters Score -1.211666e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84378 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -12116975.000000 Penalty: 5706.096680
	Iteration 15Q: 3 clusters Score -1.211698e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85379 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -12117292.000000 Penalty: 5706.096680
	Iteration 16Q: 3 clusters Score -1.211729e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86333 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -12117604.000000 Penalty: 5706.096680
	Iteration 17Q: 3 clusters Score -1.21176e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87261 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -12117894.000000 Penalty: 5706.096680
	Iteration 18Q: 3 clusters Score -1.211789e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88103 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -12118081.000000 Penalty: 5706.096680
	Iteration 19Q: 3 clusters Score -1.211808e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88871 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -12118365.000000 Penalty: 5706.096680
	Iteration 20F: 3 clusters Score -1.211836e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89612 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -12118554.000000 Penalty: 5706.096680
	Iteration 21Q: 3 clusters Score -1.211855e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90311 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -12118721.000000 Penalty: 5706.096680
	Iteration 22Q: 3 clusters Score -1.211872e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90984 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -12118850.000000 Penalty: 5706.096680
	Iteration 23Q: 3 clusters Score -1.211885e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91614 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -12118992.000000 Penalty: 5706.096680
	Iteration 24Q: 3 clusters Score -1.211899e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92183 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -12119188.000000 Penalty: 5706.096680
	Iteration 25Q: 3 clusters Score -1.211919e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92708 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -12119361.000000 Penalty: 5706.096680
	Iteration 26Q: 3 clusters Score -1.211936e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93175 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -12119484.000000 Penalty: 5706.096680
	Iteration 27Q: 3 clusters Score -1.211948e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93614 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -12119627.000000 Penalty: 5706.096680
	Iteration 28Q: 3 clusters Score -1.211963e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -12119729.000000 Penalty: 5706.096680
	Iteration 29Q: 3 clusters Score -1.211973e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94338 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -12119836.000000 Penalty: 5706.096680
	Iteration 30Q: 3 clusters Score -1.211984e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94634 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -12119938.000000 Penalty: 5706.096680
	Iteration 31Q: 3 clusters Score -1.211994e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94902 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -12120029.000000 Penalty: 5706.096680
	Iteration 32Q: 3 clusters Score -1.212003e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95143 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -12120044.000000 Penalty: 5706.096680
	Iteration 33Q: 3 clusters Score -1.212004e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95346 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -12120118.000000 Penalty: 5706.096680
	Iteration 34Q: 3 clusters Score -1.212012e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95544 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -12120162.000000 Penalty: 5706.096680
	Iteration 35Q: 3 clusters Score -1.212016e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95728 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -12120214.000000 Penalty: 5706.096680
	Iteration 36Q: 3 clusters Score -1.212021e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95897 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -12120288.000000 Penalty: 5706.096680
	Iteration 37Q: 3 clusters Score -1.212029e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96036 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -12120313.000000 Penalty: 5706.096680
	Iteration 38Q: 3 clusters Score -1.212031e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96157 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -12120341.000000 Penalty: 5706.096680
	Iteration 39Q: 3 clusters Score -1.212034e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96273 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -12120390.000000 Penalty: 5706.096680
	Iteration 40F: 3 clusters Score -1.212039e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96357 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -12120390.000000 Penalty: 5706.096680
	Iteration 41Q: 3 clusters Score -1.212039e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96418 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -12120401.000000 Penalty: 5706.096680
	Iteration 42Q: 3 clusters Score -1.21204e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96474 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -12120410.000000 Penalty: 5706.096680
	Iteration 43Q: 3 clusters Score -1.212041e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96517 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -12120407.000000 Penalty: 5706.096680
	Iteration 44Q: 3 clusters Score -1.212041e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96562 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -12120422.000000 Penalty: 5706.096680
	Iteration 45Q: 3 clusters Score -1.212042e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96612 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -12120438.000000 Penalty: 5706.096680
	Iteration 46Q: 3 clusters Score -1.212044e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96653 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -12120439.000000 Penalty: 5706.096680
	Iteration 47Q: 3 clusters Score -1.212044e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96692 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -12120451.000000 Penalty: 5706.096680
	Iteration 48Q: 3 clusters Score -1.212045e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96715 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -12120443.000000 Penalty: 5706.096680
	Iteration 49Q: 3 clusters Score -1.212044e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96742 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -12120437.000000 Penalty: 5706.096680
	Iteration 50Q: 3 clusters Score -1.212044e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96760 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -12120438.000000 Penalty: 5706.096680
	Iteration 51Q: 3 clusters Score -1.212044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -12120447.000000 Penalty: 5706.096680
	Iteration 52Q: 3 clusters Score -1.212045e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96800 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -12120453.000000 Penalty: 5706.096680
	Iteration 53Q: 3 clusters Score -1.212045e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96825 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -12120453.000000 Penalty: 5706.096680
	Iteration 54Q: 3 clusters Score -1.212045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96840 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -12120463.000000 Penalty: 5706.096680
	Iteration 55Q: 3 clusters Score -1.212046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96859 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -12120477.000000 Penalty: 5706.096680
	Iteration 56Q: 3 clusters Score -1.212048e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96876 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -12120476.000000 Penalty: 5706.096680
	Iteration 57Q: 3 clusters Score -1.212048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96891 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -12120477.000000 Penalty: 5706.096680
	Iteration 58Q: 3 clusters Score -1.212048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96902 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -12120493.000000 Penalty: 5706.096680
	Iteration 59Q: 3 clusters Score -1.212049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96923 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -12120518.000000 Penalty: 5706.096680
	Iteration 60F: 3 clusters Score -1.212052e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96945 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -12120508.000000 Penalty: 5706.096680
	Iteration 61Q: 3 clusters Score -1.212051e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96964 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -12120528.000000 Penalty: 5706.096680
	Iteration 62Q: 3 clusters Score -1.212053e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96985 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -12120523.000000 Penalty: 5706.096680
	Iteration 63Q: 3 clusters Score -1.212052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97000 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -12120520.000000 Penalty: 5706.096680
	Iteration 64Q: 3 clusters Score -1.212052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97009 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -12120527.000000 Penalty: 5706.096680
	Iteration 65Q: 3 clusters Score -1.212053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97015 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -12120524.000000 Penalty: 5706.096680
	Iteration 66Q: 3 clusters Score -1.212052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97018 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -12120528.000000 Penalty: 5706.096680
	Iteration 67Q: 3 clusters Score -1.212053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -12120537.000000 Penalty: 5706.096680
	Iteration 68Q: 3 clusters Score -1.212054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97032 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -12120519.000000 Penalty: 5706.096680
	Iteration 69Q: 3 clusters Score -1.212052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97043 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -12120529.000000 Penalty: 5706.096680
	Iteration 70Q: 3 clusters Score -1.212053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97056 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -12120539.000000 Penalty: 5706.096680
	Iteration 71Q: 3 clusters Score -1.212054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97072 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -12120527.000000 Penalty: 5706.096680
	Iteration 72Q: 3 clusters Score -1.212053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97077 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -12120522.000000 Penalty: 5706.096680
	Iteration 73Q: 3 clusters Score -1.212052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97080 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -12120519.000000 Penalty: 5706.096680
	Iteration 74Q: 3 clusters Score -1.212052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97081 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -12120523.000000 Penalty: 5706.096680
	Iteration 75Q: 3 clusters Score -1.212052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97083 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -12120528.000000 Penalty: 5706.096680
	Iteration 76Q: 3 clusters Score -1.212053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97083 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -12120528.000000 Penalty: 5706.096680
	Iteration 77F: 3 clusters Score -1.212053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Entering Unmasked Estep 
Score: -1344594.250000 Penalty: 2320.137207
	Iteration 0F: 2 clusters Score -1344594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1335808.500000 Penalty: 4640.274414
	Iteration 0F: 3 clusters Score -1335808 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1338385.500000 Penalty: 4640.274414
	Iteration 1F: 3 clusters Score -1338386 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1338715.125000 Penalty: 4640.274414
	Iteration 2F: 3 clusters Score -1338715 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1338998.375000 Penalty: 4640.274414
	Iteration 3F: 3 clusters Score -1338998 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1339304.375000 Penalty: 4640.274414
	Iteration 4Q: 3 clusters Score -1339304 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1339631.625000 Penalty: 4640.274414
	Iteration 5Q: 3 clusters Score -1339632 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1340041.500000 Penalty: 4640.274414
	Iteration 6F: 3 clusters Score -1340042 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1340514.125000 Penalty: 4640.274414
	Iteration 7F: 3 clusters Score -1340514 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1341059.500000 Penalty: 4640.274414
	Iteration 8F: 3 clusters Score -1341060 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1341575.875000 Penalty: 4640.274414
	Iteration 9Q: 3 clusters Score -1341576 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1341962.125000 Penalty: 4640.274414
	Iteration 10Q: 3 clusters Score -1341962 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1342220.625000 Penalty: 4640.274414
	Iteration 11Q: 3 clusters Score -1342221 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1342359.375000 Penalty: 4640.274414
	Iteration 12Q: 3 clusters Score -1342359 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1342434.750000 Penalty: 4640.274414
	Iteration 13Q: 3 clusters Score -1342435 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1342489.250000 Penalty: 4640.274414
	Iteration 14Q: 3 clusters Score -1342489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1342521.500000 Penalty: 4640.274414
	Iteration 15Q: 3 clusters Score -1342522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1342555.625000 Penalty: 4640.274414
	Iteration 16Q: 3 clusters Score -1342556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1342575.000000 Penalty: 4640.274414
	Iteration 17Q: 3 clusters Score -1342575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1342585.250000 Penalty: 4640.274414
	Iteration 18Q: 3 clusters Score -1342585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1342588.875000 Penalty: 4640.274414
	Iteration 19Q: 3 clusters Score -1342589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1342598.750000 Penalty: 4640.274414
	Iteration 20F: 3 clusters Score -1342599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1342600.750000 Penalty: 4640.274414
	Iteration 21Q: 3 clusters Score -1342601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1342600.750000 Penalty: 4640.274414
	Iteration 22F: 3 clusters Score -1342601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (202713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202713 members 
Entering Unmasked Estep 
Score: -24637576.000000 Penalty: 3030.447510
	Iteration 0F: 2 clusters Score -2.463758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101629 members 
Mstep: Class 2 contains 101084 members 
Entering Unmasked Estep 
Score: -24506422.000000 Penalty: 6060.895020
	Iteration 0F: 3 clusters Score -2.450642e+07 nChanged 97754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107025 members 
Mstep: Class 2 contains 95688 members 
Entering Unmasked Estep 
Score: -24564038.000000 Penalty: 6060.895020
	Iteration 1F: 3 clusters Score -2.456404e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110156 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -24566206.000000 Penalty: 6060.895020
	Iteration 2Q: 3 clusters Score -2.456621e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115019 members 
Mstep: Class 2 contains 87694 members 
Entering Unmasked Estep 
Score: -24569314.000000 Penalty: 6060.895020
	Iteration 3Q: 3 clusters Score -2.456931e+07 nChanged 10326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122173 members 
Mstep: Class 2 contains 80540 members 
Entering Unmasked Estep 
Score: -24574614.000000 Penalty: 6060.895020
	Iteration 4F: 3 clusters Score -2.457461e+07 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132370 members 
Mstep: Class 2 contains 70343 members 
Entering Unmasked Estep 
Score: -24582542.000000 Penalty: 6060.895020
	Iteration 5F: 3 clusters Score -2.458254e+07 nChanged 15329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145681 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -24594384.000000 Penalty: 6060.895020
	Iteration 6F: 3 clusters Score -2.459438e+07 nChanged 15788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160311 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -24608090.000000 Penalty: 6060.895020
	Iteration 7F: 3 clusters Score -2.460809e+07 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173029 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -24619480.000000 Penalty: 6060.895020
	Iteration 8F: 3 clusters Score -2.461948e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181744 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -24626916.000000 Penalty: 6060.895020
	Iteration 9Q: 3 clusters Score -2.462692e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187079 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -24631136.000000 Penalty: 6060.895020
	Iteration 10Q: 3 clusters Score -2.463114e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190483 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -24633428.000000 Penalty: 6060.895020
	Iteration 11Q: 3 clusters Score -2.463343e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192561 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -24635074.000000 Penalty: 6060.895020
	Iteration 12Q: 3 clusters Score -2.463507e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193863 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -24635914.000000 Penalty: 6060.895020
	Iteration 13Q: 3 clusters Score -2.463591e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194703 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -24636418.000000 Penalty: 6060.895020
	Iteration 14Q: 3 clusters Score -2.463642e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195264 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -24636764.000000 Penalty: 6060.895020
	Iteration 15Q: 3 clusters Score -2.463676e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195699 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -24636892.000000 Penalty: 6060.895020
	Iteration 16Q: 3 clusters Score -2.463689e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196002 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -24637006.000000 Penalty: 6060.895020
	Iteration 17Q: 3 clusters Score -2.463701e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196225 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -24637016.000000 Penalty: 6060.895020
	Iteration 18Q: 3 clusters Score -2.463702e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196398 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -24637030.000000 Penalty: 6060.895020
	Iteration 19Q: 3 clusters Score -2.463703e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196531 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -24637006.000000 Penalty: 6060.895020
	Iteration 20F: 3 clusters Score -2.463701e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196645 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -24636994.000000 Penalty: 6060.895020
	Iteration 21Q: 3 clusters Score -2.463699e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196730 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -24637002.000000 Penalty: 6060.895020
	Iteration 22Q: 3 clusters Score -2.4637e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196804 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -24637052.000000 Penalty: 6060.895020
	Iteration 23Q: 3 clusters Score -2.463705e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196871 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -24637076.000000 Penalty: 6060.895020
	Iteration 24Q: 3 clusters Score -2.463708e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196912 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -24637080.000000 Penalty: 6060.895020
	Iteration 25Q: 3 clusters Score -2.463708e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196955 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -24637072.000000 Penalty: 6060.895020
	Iteration 26Q: 3 clusters Score -2.463707e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196990 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -24637090.000000 Penalty: 6060.895020
	Iteration 27Q: 3 clusters Score -2.463709e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197022 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -24637070.000000 Penalty: 6060.895020
	Iteration 28Q: 3 clusters Score -2.463707e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197045 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -24637052.000000 Penalty: 6060.895020
	Iteration 29Q: 3 clusters Score -2.463705e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197058 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -24637044.000000 Penalty: 6060.895020
	Iteration 30Q: 3 clusters Score -2.463704e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197076 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -24637054.000000 Penalty: 6060.895020
	Iteration 31Q: 3 clusters Score -2.463705e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197092 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -24637074.000000 Penalty: 6060.895020
	Iteration 32Q: 3 clusters Score -2.463707e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197115 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -24637070.000000 Penalty: 6060.895020
	Iteration 33Q: 3 clusters Score -2.463707e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197133 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -24637060.000000 Penalty: 6060.895020
	Iteration 34Q: 3 clusters Score -2.463706e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197142 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -24637062.000000 Penalty: 6060.895020
	Iteration 35Q: 3 clusters Score -2.463706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197149 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -24637084.000000 Penalty: 6060.895020
	Iteration 36Q: 3 clusters Score -2.463708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197152 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -24637088.000000 Penalty: 6060.895020
	Iteration 37Q: 3 clusters Score -2.463709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197156 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -24637070.000000 Penalty: 6060.895020
	Iteration 38Q: 3 clusters Score -2.463707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197158 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -24637070.000000 Penalty: 6060.895020
	Iteration 39Q: 3 clusters Score -2.463707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197158 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -24637070.000000 Penalty: 6060.895020
	Iteration 40F: 3 clusters Score -2.463707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -83740.218750 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -83740.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -81959.218750 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -81959.22 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82215.875000 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -82215.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82277.953125 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -82277.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82307.406250 Penalty: 3343.297607
	Iteration 3Q: 3 clusters Score -82307.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82331.757812 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -82331.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82360.710938 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -82360.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82377.789062 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -82377.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82389.117188 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -82389.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82395.500000 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -82395.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82403.984375 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -82403.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82415.359375 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -82415.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82426.562500 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -82426.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82430.796875 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -82430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82443.054688 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -82443.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82453.265625 Penalty: 3343.297607
	Iteration 14Q: 3 clusters Score -82453.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82465.070312 Penalty: 3343.297607
	Iteration 15Q: 3 clusters Score -82465.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82471.468750 Penalty: 3343.297607
	Iteration 16Q: 3 clusters Score -82471.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82494.046875 Penalty: 3343.297607
	Iteration 17Q: 3 clusters Score -82494.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82513.640625 Penalty: 3343.297607
	Iteration 18Q: 3 clusters Score -82513.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82526.039062 Penalty: 3343.297607
	Iteration 19Q: 3 clusters Score -82526.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82534.195312 Penalty: 3343.297607
	Iteration 20F: 3 clusters Score -82534.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82544.335938 Penalty: 3343.297607
	Iteration 21Q: 3 clusters Score -82544.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -82569.820312 Penalty: 3343.297607
	Iteration 22Q: 3 clusters Score -82569.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -82604.945312 Penalty: 3343.297607
	Iteration 23Q: 3 clusters Score -82604.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82656.312500 Penalty: 3343.297607
	Iteration 24Q: 3 clusters Score -82656.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -82684.664062 Penalty: 3343.297607
	Iteration 25Q: 3 clusters Score -82684.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -82701.125000 Penalty: 3343.297607
	Iteration 26Q: 3 clusters Score -82701.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -82718.273438 Penalty: 3343.297607
	Iteration 27Q: 3 clusters Score -82718.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82728.039062 Penalty: 3343.297607
	Iteration 28Q: 3 clusters Score -82728.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -82739.351562 Penalty: 3343.297607
	Iteration 29Q: 3 clusters Score -82739.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -82743.921875 Penalty: 3343.297607
	Iteration 30Q: 3 clusters Score -82743.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -82745.203125 Penalty: 3343.297607
	Iteration 31Q: 3 clusters Score -82745.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -82749.429688 Penalty: 3343.297607
	Iteration 32Q: 3 clusters Score -82749.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -82752.859375 Penalty: 3343.297607
	Iteration 33Q: 3 clusters Score -82752.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -82752.859375 Penalty: 3343.297607
	Iteration 34F: 3 clusters Score -82752.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Entering Unmasked Estep 
Score: -523175.281250 Penalty: 2092.070068
	Iteration 0F: 2 clusters Score -523175.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -518968.187500 Penalty: 4184.140137
	Iteration 0F: 3 clusters Score -518968.2 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -520042.718750 Penalty: 4184.140137
	Iteration 1F: 3 clusters Score -520042.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -520258.468750 Penalty: 4184.140137
	Iteration 2F: 3 clusters Score -520258.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -520401.031250 Penalty: 4184.140137
	Iteration 3F: 3 clusters Score -520401 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -520513.968750 Penalty: 4184.140137
	Iteration 4Q: 3 clusters Score -520514 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -520609.843750 Penalty: 4184.140137
	Iteration 5Q: 3 clusters Score -520609.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -520693.687500 Penalty: 4184.140137
	Iteration 6Q: 3 clusters Score -520693.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -520768.750000 Penalty: 4184.140137
	Iteration 7Q: 3 clusters Score -520768.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -520839.312500 Penalty: 4184.140137
	Iteration 8Q: 3 clusters Score -520839.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -520905.343750 Penalty: 4184.140137
	Iteration 9Q: 3 clusters Score -520905.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -520946.843750 Penalty: 4184.140137
	Iteration 10Q: 3 clusters Score -520946.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -520992.687500 Penalty: 4184.140137
	Iteration 11Q: 3 clusters Score -520992.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -521033.968750 Penalty: 4184.140137
	Iteration 12Q: 3 clusters Score -521034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -521060.312500 Penalty: 4184.140137
	Iteration 13Q: 3 clusters Score -521060.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -521092.000000 Penalty: 4184.140137
	Iteration 14Q: 3 clusters Score -521092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -521131.781250 Penalty: 4184.140137
	Iteration 15Q: 3 clusters Score -521131.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -521169.687500 Penalty: 4184.140137
	Iteration 16Q: 3 clusters Score -521169.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -521201.312500 Penalty: 4184.140137
	Iteration 17Q: 3 clusters Score -521201.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -521235.062500 Penalty: 4184.140137
	Iteration 18Q: 3 clusters Score -521235.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -521259.281250 Penalty: 4184.140137
	Iteration 19Q: 3 clusters Score -521259.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -521283.281250 Penalty: 4184.140137
	Iteration 20F: 3 clusters Score -521283.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -521308.093750 Penalty: 4184.140137
	Iteration 21Q: 3 clusters Score -521308.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -521334.375000 Penalty: 4184.140137
	Iteration 22Q: 3 clusters Score -521334.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -521353.937500 Penalty: 4184.140137
	Iteration 23Q: 3 clusters Score -521353.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -521364.312500 Penalty: 4184.140137
	Iteration 24Q: 3 clusters Score -521364.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -521374.531250 Penalty: 4184.140137
	Iteration 25Q: 3 clusters Score -521374.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -521382.687500 Penalty: 4184.140137
	Iteration 26Q: 3 clusters Score -521382.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -521391.906250 Penalty: 4184.140137
	Iteration 27Q: 3 clusters Score -521391.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -521396.312500 Penalty: 4184.140137
	Iteration 28Q: 3 clusters Score -521396.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -521403.531250 Penalty: 4184.140137
	Iteration 29Q: 3 clusters Score -521403.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -521409.250000 Penalty: 4184.140137
	Iteration 30Q: 3 clusters Score -521409.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -521413.031250 Penalty: 4184.140137
	Iteration 31Q: 3 clusters Score -521413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -521416.500000 Penalty: 4184.140137
	Iteration 32Q: 3 clusters Score -521416.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -521423.437500 Penalty: 4184.140137
	Iteration 33Q: 3 clusters Score -521423.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -521435.343750 Penalty: 4184.140137
	Iteration 34Q: 3 clusters Score -521435.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -521440.656250 Penalty: 4184.140137
	Iteration 35Q: 3 clusters Score -521440.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -521447.031250 Penalty: 4184.140137
	Iteration 36Q: 3 clusters Score -521447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -521452.312500 Penalty: 4184.140137
	Iteration 37Q: 3 clusters Score -521452.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -521458.812500 Penalty: 4184.140137
	Iteration 38Q: 3 clusters Score -521458.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -521466.843750 Penalty: 4184.140137
	Iteration 39Q: 3 clusters Score -521466.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -521475.468750 Penalty: 4184.140137
	Iteration 40F: 3 clusters Score -521475.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -521482.531250 Penalty: 4184.140137
	Iteration 41Q: 3 clusters Score -521482.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -521485.812500 Penalty: 4184.140137
	Iteration 42Q: 3 clusters Score -521485.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -521488.875000 Penalty: 4184.140137
	Iteration 43Q: 3 clusters Score -521488.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -521491.062500 Penalty: 4184.140137
	Iteration 44Q: 3 clusters Score -521491.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -521498.687500 Penalty: 4184.140137
	Iteration 45Q: 3 clusters Score -521498.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -521509.218750 Penalty: 4184.140137
	Iteration 46Q: 3 clusters Score -521509.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -521513.562500 Penalty: 4184.140137
	Iteration 47Q: 3 clusters Score -521513.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -521515.593750 Penalty: 4184.140137
	Iteration 48Q: 3 clusters Score -521515.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -521515.781250 Penalty: 4184.140137
	Iteration 49Q: 3 clusters Score -521515.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -521518.343750 Penalty: 4184.140137
	Iteration 50Q: 3 clusters Score -521518.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -521519.718750 Penalty: 4184.140137
	Iteration 51Q: 3 clusters Score -521519.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -521520.687500 Penalty: 4184.140137
	Iteration 52Q: 3 clusters Score -521520.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -521521.406250 Penalty: 4184.140137
	Iteration 53Q: 3 clusters Score -521521.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -521521.406250 Penalty: 4184.140137
	Iteration 54F: 3 clusters Score -521521.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -209767.109375 Penalty: 1874.253174
	Iteration 0F: 2 clusters Score -209767.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -207192.718750 Penalty: 3748.506348
	Iteration 0F: 3 clusters Score -207192.7 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -207645.843750 Penalty: 3748.506348
	Iteration 1F: 3 clusters Score -207645.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -207781.250000 Penalty: 3748.506348
	Iteration 2F: 3 clusters Score -207781.2 nChanged 83
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: -207860.500000 Penalty: 3748.506348
	Iteration 3Q: 3 clusters Score -207860.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -207901.890625 Penalty: 3748.506348
	Iteration 4Q: 3 clusters Score -207901.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -207925.171875 Penalty: 3748.506348
	Iteration 5Q: 3 clusters Score -207925.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -207939.250000 Penalty: 3748.506348
	Iteration 6Q: 3 clusters Score -207939.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -207951.234375 Penalty: 3748.506348
	Iteration 7Q: 3 clusters Score -207951.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -207962.359375 Penalty: 3748.506348
	Iteration 8Q: 3 clusters Score -207962.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -207970.765625 Penalty: 3748.506348
	Iteration 9Q: 3 clusters Score -207970.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -207978.312500 Penalty: 3748.506348
	Iteration 10Q: 3 clusters Score -207978.3 nChanged 10
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: -207984.031250 Penalty: 3748.506348
	Iteration 11Q: 3 clusters Score -207984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -207988.687500 Penalty: 3748.506348
	Iteration 12Q: 3 clusters Score -207988.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -207991.125000 Penalty: 3748.506348
	Iteration 13Q: 3 clusters Score -207991.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -207992.062500 Penalty: 3748.506348
	Iteration 14Q: 3 clusters Score -207992.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -207992.656250 Penalty: 3748.506348
	Iteration 15Q: 3 clusters Score -207992.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -207992.656250 Penalty: 3748.506348
	Iteration 16F: 3 clusters Score -207992.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Entering Unmasked Estep 
Score: -1519332.375000 Penalty: 2334.878174
	Iteration 0F: 2 clusters Score -1519332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1510210.000000 Penalty: 4669.756348
	Iteration 0F: 3 clusters Score -1510210 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1512985.125000 Penalty: 4669.756348
	Iteration 1F: 3 clusters Score -1512985 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1513283.125000 Penalty: 4669.756348
	Iteration 2F: 3 clusters Score -1513283 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1513464.250000 Penalty: 4669.756348
	Iteration 3Q: 3 clusters Score -1513464 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1513605.125000 Penalty: 4669.756348
	Iteration 4Q: 3 clusters Score -1513605 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1513715.250000 Penalty: 4669.756348
	Iteration 5Q: 3 clusters Score -1513715 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1513822.000000 Penalty: 4669.756348
	Iteration 6Q: 3 clusters Score -1513822 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1513919.250000 Penalty: 4669.756348
	Iteration 7Q: 3 clusters Score -1513919 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1514008.750000 Penalty: 4669.756348
	Iteration 8Q: 3 clusters Score -1514009 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1514135.125000 Penalty: 4669.756348
	Iteration 9Q: 3 clusters Score -1514135 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1514297.875000 Penalty: 4669.756348
	Iteration 10Q: 3 clusters Score -1514298 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1514485.125000 Penalty: 4669.756348
	Iteration 11Q: 3 clusters Score -1514485 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1514700.625000 Penalty: 4669.756348
	Iteration 12Q: 3 clusters Score -1514701 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1514976.500000 Penalty: 4669.756348
	Iteration 13Q: 3 clusters Score -1514976 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1515318.625000 Penalty: 4669.756348
	Iteration 14Q: 3 clusters Score -1515319 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1515711.250000 Penalty: 4669.756348
	Iteration 15Q: 3 clusters Score -1515711 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1516112.000000 Penalty: 4669.756348
	Iteration 16Q: 3 clusters Score -1516112 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1516482.375000 Penalty: 4669.756348
	Iteration 17Q: 3 clusters Score -1516482 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1516778.375000 Penalty: 4669.756348
	Iteration 18Q: 3 clusters Score -1516778 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1516972.750000 Penalty: 4669.756348
	Iteration 19Q: 3 clusters Score -1516973 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1517100.750000 Penalty: 4669.756348
	Iteration 20F: 3 clusters Score -1517101 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1517162.000000 Penalty: 4669.756348
	Iteration 21Q: 3 clusters Score -1517162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1517194.500000 Penalty: 4669.756348
	Iteration 22Q: 3 clusters Score -1517194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1517224.500000 Penalty: 4669.756348
	Iteration 23Q: 3 clusters Score -1517224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1517240.000000 Penalty: 4669.756348
	Iteration 24Q: 3 clusters Score -1517240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1517250.750000 Penalty: 4669.756348
	Iteration 25Q: 3 clusters Score -1517251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1517261.500000 Penalty: 4669.756348
	Iteration 26Q: 3 clusters Score -1517262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1517269.500000 Penalty: 4669.756348
	Iteration 27Q: 3 clusters Score -1517270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1517273.000000 Penalty: 4669.756348
	Iteration 28Q: 3 clusters Score -1517273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1517277.500000 Penalty: 4669.756348
	Iteration 29Q: 3 clusters Score -1517278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1517277.875000 Penalty: 4669.756348
	Iteration 30Q: 3 clusters Score -1517278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1517279.875000 Penalty: 4669.756348
	Iteration 31Q: 3 clusters Score -1517280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1517279.875000 Penalty: 4669.756348
	Iteration 32F: 3 clusters Score -1517280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Entering Unmasked Estep 
Score: -291736.781250 Penalty: 1958.437256
	Iteration 0F: 2 clusters Score -291736.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -288648.437500 Penalty: 3916.874512
	Iteration 0F: 3 clusters Score -288648.4 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -289240.843750 Penalty: 3916.874512
	Iteration 1F: 3 clusters Score -289240.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -289397.156250 Penalty: 3916.874512
	Iteration 2F: 3 clusters Score -289397.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -289511.281250 Penalty: 3916.874512
	Iteration 3F: 3 clusters Score -289511.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -289586.250000 Penalty: 3916.874512
	Iteration 4Q: 3 clusters Score -289586.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -289631.125000 Penalty: 3916.874512
	Iteration 5Q: 3 clusters Score -289631.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -289664.281250 Penalty: 3916.874512
	Iteration 6Q: 3 clusters Score -289664.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -289699.687500 Penalty: 3916.874512
	Iteration 7Q: 3 clusters Score -289699.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -289724.906250 Penalty: 3916.874512
	Iteration 8Q: 3 clusters Score -289724.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -289748.343750 Penalty: 3916.874512
	Iteration 9Q: 3 clusters Score -289748.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -289772.187500 Penalty: 3916.874512
	Iteration 10Q: 3 clusters Score -289772.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -289790.843750 Penalty: 3916.874512
	Iteration 11Q: 3 clusters Score -289790.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -289811.437500 Penalty: 3916.874512
	Iteration 12Q: 3 clusters Score -289811.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -289831.125000 Penalty: 3916.874512
	Iteration 13Q: 3 clusters Score -289831.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -289842.468750 Penalty: 3916.874512
	Iteration 14Q: 3 clusters Score -289842.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -289853.593750 Penalty: 3916.874512
	Iteration 15Q: 3 clusters Score -289853.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -289862.781250 Penalty: 3916.874512
	Iteration 16Q: 3 clusters Score -289862.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -289868.718750 Penalty: 3916.874512
	Iteration 17Q: 3 clusters Score -289868.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -289877.000000 Penalty: 3916.874512
	Iteration 18Q: 3 clusters Score -289877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -289882.937500 Penalty: 3916.874512
	Iteration 19Q: 3 clusters Score -289882.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -289889.468750 Penalty: 3916.874512
	Iteration 20F: 3 clusters Score -289889.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -289894.531250 Penalty: 3916.874512
	Iteration 21Q: 3 clusters Score -289894.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -289901.843750 Penalty: 3916.874512
	Iteration 22Q: 3 clusters Score -289901.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -289907.718750 Penalty: 3916.874512
	Iteration 23Q: 3 clusters Score -289907.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -289911.937500 Penalty: 3916.874512
	Iteration 24Q: 3 clusters Score -289911.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -289916.406250 Penalty: 3916.874512
	Iteration 25Q: 3 clusters Score -289916.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -289922.906250 Penalty: 3916.874512
	Iteration 26Q: 3 clusters Score -289922.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -289931.062500 Penalty: 3916.874512
	Iteration 27Q: 3 clusters Score -289931.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -289939.843750 Penalty: 3916.874512
	Iteration 28Q: 3 clusters Score -289939.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -289947.218750 Penalty: 3916.874512
	Iteration 29Q: 3 clusters Score -289947.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -289952.843750 Penalty: 3916.874512
	Iteration 30Q: 3 clusters Score -289952.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -289960.968750 Penalty: 3916.874512
	Iteration 31Q: 3 clusters Score -289961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -289974.531250 Penalty: 3916.874512
	Iteration 32Q: 3 clusters Score -289974.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -289985.562500 Penalty: 3916.874512
	Iteration 33Q: 3 clusters Score -289985.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -289992.656250 Penalty: 3916.874512
	Iteration 34Q: 3 clusters Score -289992.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -290004.156250 Penalty: 3916.874512
	Iteration 35Q: 3 clusters Score -290004.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -290015.031250 Penalty: 3916.874512
	Iteration 36Q: 3 clusters Score -290015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -290026.593750 Penalty: 3916.874512
	Iteration 37Q: 3 clusters Score -290026.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -290035.093750 Penalty: 3916.874512
	Iteration 38Q: 3 clusters Score -290035.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -290041.406250 Penalty: 3916.874512
	Iteration 39Q: 3 clusters Score -290041.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -290045.437500 Penalty: 3916.874512
	Iteration 40F: 3 clusters Score -290045.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -290052.062500 Penalty: 3916.874512
	Iteration 41Q: 3 clusters Score -290052.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -290063.562500 Penalty: 3916.874512
	Iteration 42Q: 3 clusters Score -290063.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -290076.937500 Penalty: 3916.874512
	Iteration 43Q: 3 clusters Score -290076.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -290086.312500 Penalty: 3916.874512
	Iteration 44Q: 3 clusters Score -290086.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -290098.812500 Penalty: 3916.874512
	Iteration 45Q: 3 clusters Score -290098.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -290116.000000 Penalty: 3916.874512
	Iteration 46Q: 3 clusters Score -290116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -290137.468750 Penalty: 3916.874512
	Iteration 47Q: 3 clusters Score -290137.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -290157.906250 Penalty: 3916.874512
	Iteration 48Q: 3 clusters Score -290157.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -290181.843750 Penalty: 3916.874512
	Iteration 49Q: 3 clusters Score -290181.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -290207.906250 Penalty: 3916.874512
	Iteration 50Q: 3 clusters Score -290207.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -290229.375000 Penalty: 3916.874512
	Iteration 51Q: 3 clusters Score -290229.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -290249.562500 Penalty: 3916.874512
	Iteration 52Q: 3 clusters Score -290249.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -290267.812500 Penalty: 3916.874512
	Iteration 53Q: 3 clusters Score -290267.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -290283.312500 Penalty: 3916.874512
	Iteration 54Q: 3 clusters Score -290283.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -290287.000000 Penalty: 3916.874512
	Iteration 55Q: 3 clusters Score -290287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -290289.625000 Penalty: 3916.874512
	Iteration 56Q: 3 clusters Score -290289.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -290293.250000 Penalty: 3916.874512
	Iteration 57Q: 3 clusters Score -290293.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -290299.406250 Penalty: 3916.874512
	Iteration 58Q: 3 clusters Score -290299.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -290304.062500 Penalty: 3916.874512
	Iteration 59Q: 3 clusters Score -290304.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -290312.375000 Penalty: 3916.874512
	Iteration 60F: 3 clusters Score -290312.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -290318.250000 Penalty: 3916.874512
	Iteration 61Q: 3 clusters Score -290318.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -290324.843750 Penalty: 3916.874512
	Iteration 62Q: 3 clusters Score -290324.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -290328.218750 Penalty: 3916.874512
	Iteration 63Q: 3 clusters Score -290328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -290329.625000 Penalty: 3916.874512
	Iteration 64Q: 3 clusters Score -290329.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -290333.968750 Penalty: 3916.874512
	Iteration 65Q: 3 clusters Score -290334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -290335.750000 Penalty: 3916.874512
	Iteration 66Q: 3 clusters Score -290335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -290337.593750 Penalty: 3916.874512
	Iteration 67Q: 3 clusters Score -290337.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -290338.781250 Penalty: 3916.874512
	Iteration 68Q: 3 clusters Score -290338.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -290338.781250 Penalty: 3916.874512
	Iteration 69F: 3 clusters Score -290338.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48366.906250 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -48366.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46964.324219 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -46964.32 nChanged 159
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: -47502.406250 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -47502.41 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47689.351562 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -47689.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -47836.734375 Penalty: 3153.489746
	Iteration 3F: 3 clusters Score -47836.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -47906.496094 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -47906.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -47935.605469 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -47935.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -47949.226562 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -47949.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -47951.472656 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -47951.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -47951.472656 Penalty: 3153.489746
	Iteration 8F: 3 clusters Score -47951.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Entering Unmasked Estep 
Score: -4085062.250000 Penalty: 2589.057129
	Iteration 0F: 2 clusters Score -4085062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -4061724.250000 Penalty: 5178.114258
	Iteration 0F: 3 clusters Score -4061724 nChanged 15422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -4070096.250000 Penalty: 5178.114258
	Iteration 1F: 3 clusters Score -4070096 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -4070522.750000 Penalty: 5178.114258
	Iteration 2Q: 3 clusters Score -4070523 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -4070892.750000 Penalty: 5178.114258
	Iteration 3Q: 3 clusters Score -4070893 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -4071194.250000 Penalty: 5178.114258
	Iteration 4Q: 3 clusters Score -4071194 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -4071492.000000 Penalty: 5178.114258
	Iteration 5Q: 3 clusters Score -4071492 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -4071742.500000 Penalty: 5178.114258
	Iteration 6Q: 3 clusters Score -4071742 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -4071952.250000 Penalty: 5178.114258
	Iteration 7Q: 3 clusters Score -4071952 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -4072203.750000 Penalty: 5178.114258
	Iteration 8Q: 3 clusters Score -4072204 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -4072489.250000 Penalty: 5178.114258
	Iteration 9Q: 3 clusters Score -4072489 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -4072917.750000 Penalty: 5178.114258
	Iteration 10Q: 3 clusters Score -4072918 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -4073452.250000 Penalty: 5178.114258
	Iteration 11Q: 3 clusters Score -4073452 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -4074226.000000 Penalty: 5178.114258
	Iteration 12Q: 3 clusters Score -4074226 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -4075285.500000 Penalty: 5178.114258
	Iteration 13Q: 3 clusters Score -4075286 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -4076603.250000 Penalty: 5178.114258
	Iteration 14F: 3 clusters Score -4076603 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -4077979.000000 Penalty: 5178.114258
	Iteration 15F: 3 clusters Score -4077979 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -4079234.000000 Penalty: 5178.114258
	Iteration 16Q: 3 clusters Score -4079234 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -4080267.500000 Penalty: 5178.114258
	Iteration 17Q: 3 clusters Score -4080268 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -4081090.250000 Penalty: 5178.114258
	Iteration 18Q: 3 clusters Score -4081090 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -4081675.500000 Penalty: 5178.114258
	Iteration 19Q: 3 clusters Score -4081676 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -4082084.250000 Penalty: 5178.114258
	Iteration 20F: 3 clusters Score -4082084 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -4082349.750000 Penalty: 5178.114258
	Iteration 21Q: 3 clusters Score -4082350 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -4082540.250000 Penalty: 5178.114258
	Iteration 22Q: 3 clusters Score -4082540 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -4082616.500000 Penalty: 5178.114258
	Iteration 23Q: 3 clusters Score -4082616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4082679.250000 Penalty: 5178.114258
	Iteration 24Q: 3 clusters Score -4082679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -4082730.500000 Penalty: 5178.114258
	Iteration 25Q: 3 clusters Score -4082730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -4082765.250000 Penalty: 5178.114258
	Iteration 26Q: 3 clusters Score -4082765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -4082788.750000 Penalty: 5178.114258
	Iteration 27Q: 3 clusters Score -4082789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -4082803.750000 Penalty: 5178.114258
	Iteration 28Q: 3 clusters Score -4082804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -4082815.750000 Penalty: 5178.114258
	Iteration 29Q: 3 clusters Score -4082816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -4082822.750000 Penalty: 5178.114258
	Iteration 30Q: 3 clusters Score -4082823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -4082832.500000 Penalty: 5178.114258
	Iteration 31Q: 3 clusters Score -4082832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -4082841.000000 Penalty: 5178.114258
	Iteration 32Q: 3 clusters Score -4082841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -4082841.500000 Penalty: 5178.114258
	Iteration 33Q: 3 clusters Score -4082842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -4082844.000000 Penalty: 5178.114258
	Iteration 34Q: 3 clusters Score -4082844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -4082848.500000 Penalty: 5178.114258
	Iteration 35Q: 3 clusters Score -4082848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -4082848.500000 Penalty: 5178.114258
	Iteration 36F: 3 clusters Score -4082848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189514 members 
Entering Unmasked Estep 
Score: -23095722.000000 Penalty: 3013.750000
	Iteration 0F: 2 clusters Score -2.309572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94746 members 
Mstep: Class 2 contains 94768 members 
Entering Unmasked Estep 
Score: -22971268.000000 Penalty: 6027.500000
	Iteration 0F: 3 clusters Score -2.297127e+07 nChanged 90967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94255 members 
Mstep: Class 2 contains 95259 members 
Entering Unmasked Estep 
Score: -23024106.000000 Penalty: 6027.500000
	Iteration 1F: 3 clusters Score -2.302411e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 95998 members 
Entering Unmasked Estep 
Score: -23025204.000000 Penalty: 6027.500000
	Iteration 2Q: 3 clusters Score -2.30252e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92348 members 
Mstep: Class 2 contains 97166 members 
Entering Unmasked Estep 
Score: -23026770.000000 Penalty: 6027.500000
	Iteration 3Q: 3 clusters Score -2.302677e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90529 members 
Mstep: Class 2 contains 98985 members 
Entering Unmasked Estep 
Score: -23028634.000000 Penalty: 6027.500000
	Iteration 4Q: 3 clusters Score -2.302863e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87648 members 
Mstep: Class 2 contains 101866 members 
Entering Unmasked Estep 
Score: -23031532.000000 Penalty: 6027.500000
	Iteration 5Q: 3 clusters Score -2.303153e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 106425 members 
Entering Unmasked Estep 
Score: -23036494.000000 Penalty: 6027.500000
	Iteration 6F: 3 clusters Score -2.303649e+07 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 113017 members 
Entering Unmasked Estep 
Score: -23044606.000000 Penalty: 6027.500000
	Iteration 7F: 3 clusters Score -2.304461e+07 nChanged 14036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 121225 members 
Entering Unmasked Estep 
Score: -23056686.000000 Penalty: 6027.500000
	Iteration 8F: 3 clusters Score -2.305669e+07 nChanged 13853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 129014 members 
Entering Unmasked Estep 
Score: -23069158.000000 Penalty: 6027.500000
	Iteration 9F: 3 clusters Score -2.306916e+07 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 134543 members 
Entering Unmasked Estep 
Score: -23076556.000000 Penalty: 6027.500000
	Iteration 10F: 3 clusters Score -2.307656e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50952 members 
Mstep: Class 2 contains 138562 members 
Entering Unmasked Estep 
Score: -23079964.000000 Penalty: 6027.500000
	Iteration 11Q: 3 clusters Score -2.307996e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 141955 members 
Entering Unmasked Estep 
Score: -23081682.000000 Penalty: 6027.500000
	Iteration 12Q: 3 clusters Score -2.308168e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 145079 members 
Entering Unmasked Estep 
Score: -23082952.000000 Penalty: 6027.500000
	Iteration 13Q: 3 clusters Score -2.308295e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 148084 members 
Entering Unmasked Estep 
Score: -23084302.000000 Penalty: 6027.500000
	Iteration 14Q: 3 clusters Score -2.30843e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 150956 members 
Entering Unmasked Estep 
Score: -23085306.000000 Penalty: 6027.500000
	Iteration 15Q: 3 clusters Score -2.308531e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 153773 members 
Entering Unmasked Estep 
Score: -23086336.000000 Penalty: 6027.500000
	Iteration 16Q: 3 clusters Score -2.308634e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 156444 members 
Entering Unmasked Estep 
Score: -23087016.000000 Penalty: 6027.500000
	Iteration 17Q: 3 clusters Score -2.308702e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 159002 members 
Entering Unmasked Estep 
Score: -23087824.000000 Penalty: 6027.500000
	Iteration 18Q: 3 clusters Score -2.308782e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 161384 members 
Entering Unmasked Estep 
Score: -23088530.000000 Penalty: 6027.500000
	Iteration 19Q: 3 clusters Score -2.308853e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 163660 members 
Entering Unmasked Estep 
Score: -23089056.000000 Penalty: 6027.500000
	Iteration 20F: 3 clusters Score -2.308906e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 165795 members 
Entering Unmasked Estep 
Score: -23089608.000000 Penalty: 6027.500000
	Iteration 21Q: 3 clusters Score -2.308961e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 167853 members 
Entering Unmasked Estep 
Score: -23090122.000000 Penalty: 6027.500000
	Iteration 22Q: 3 clusters Score -2.309012e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 169721 members 
Entering Unmasked Estep 
Score: -23090710.000000 Penalty: 6027.500000
	Iteration 23Q: 3 clusters Score -2.309071e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 171420 members 
Entering Unmasked Estep 
Score: -23091072.000000 Penalty: 6027.500000
	Iteration 24Q: 3 clusters Score -2.309107e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 173020 members 
Entering Unmasked Estep 
Score: -23091504.000000 Penalty: 6027.500000
	Iteration 25Q: 3 clusters Score -2.30915e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 174546 members 
Entering Unmasked Estep 
Score: -23091958.000000 Penalty: 6027.500000
	Iteration 26Q: 3 clusters Score -2.309196e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 175862 members 
Entering Unmasked Estep 
Score: -23092376.000000 Penalty: 6027.500000
	Iteration 27Q: 3 clusters Score -2.309238e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 176996 members 
Entering Unmasked Estep 
Score: -23092708.000000 Penalty: 6027.500000
	Iteration 28Q: 3 clusters Score -2.309271e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 178049 members 
Entering Unmasked Estep 
Score: -23092812.000000 Penalty: 6027.500000
	Iteration 29Q: 3 clusters Score -2.309281e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 178975 members 
Entering Unmasked Estep 
Score: -23093138.000000 Penalty: 6027.500000
	Iteration 30Q: 3 clusters Score -2.309314e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 179821 members 
Entering Unmasked Estep 
Score: -23093298.000000 Penalty: 6027.500000
	Iteration 31Q: 3 clusters Score -2.30933e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 180576 members 
Entering Unmasked Estep 
Score: -23093450.000000 Penalty: 6027.500000
	Iteration 32Q: 3 clusters Score -2.309345e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 181251 members 
Entering Unmasked Estep 
Score: -23093548.000000 Penalty: 6027.500000
	Iteration 33Q: 3 clusters Score -2.309355e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 181838 members 
Entering Unmasked Estep 
Score: -23093772.000000 Penalty: 6027.500000
	Iteration 34Q: 3 clusters Score -2.309377e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 182386 members 
Entering Unmasked Estep 
Score: -23093914.000000 Penalty: 6027.500000
	Iteration 35Q: 3 clusters Score -2.309391e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 182842 members 
Entering Unmasked Estep 
Score: -23094008.000000 Penalty: 6027.500000
	Iteration 36Q: 3 clusters Score -2.309401e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 183245 members 
Entering Unmasked Estep 
Score: -23094156.000000 Penalty: 6027.500000
	Iteration 37Q: 3 clusters Score -2.309416e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 183593 members 
Entering Unmasked Estep 
Score: -23094216.000000 Penalty: 6027.500000
	Iteration 38Q: 3 clusters Score -2.309422e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 183890 members 
Entering Unmasked Estep 
Score: -23094198.000000 Penalty: 6027.500000
	Iteration 39Q: 3 clusters Score -2.30942e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 184148 members 
Entering Unmasked Estep 
Score: -23094262.000000 Penalty: 6027.500000
	Iteration 40F: 3 clusters Score -2.309426e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 184368 members 
Entering Unmasked Estep 
Score: -23094246.000000 Penalty: 6027.500000
	Iteration 41Q: 3 clusters Score -2.309425e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 184559 members 
Entering Unmasked Estep 
Score: -23094316.000000 Penalty: 6027.500000
	Iteration 42Q: 3 clusters Score -2.309432e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 184729 members 
Entering Unmasked Estep 
Score: -23094272.000000 Penalty: 6027.500000
	Iteration 43Q: 3 clusters Score -2.309427e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 184870 members 
Entering Unmasked Estep 
Score: -23094284.000000 Penalty: 6027.500000
	Iteration 44Q: 3 clusters Score -2.309428e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 184997 members 
Entering Unmasked Estep 
Score: -23094288.000000 Penalty: 6027.500000
	Iteration 45Q: 3 clusters Score -2.309429e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 185102 members 
Entering Unmasked Estep 
Score: -23094266.000000 Penalty: 6027.500000
	Iteration 46Q: 3 clusters Score -2.309427e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 185196 members 
Entering Unmasked Estep 
Score: -23094288.000000 Penalty: 6027.500000
	Iteration 47Q: 3 clusters Score -2.309429e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 185277 members 
Entering Unmasked Estep 
Score: -23094358.000000 Penalty: 6027.500000
	Iteration 48Q: 3 clusters Score -2.309436e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 185352 members 
Entering Unmasked Estep 
Score: -23094342.000000 Penalty: 6027.500000
	Iteration 49Q: 3 clusters Score -2.309434e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 185411 members 
Entering Unmasked Estep 
Score: -23094334.000000 Penalty: 6027.500000
	Iteration 50Q: 3 clusters Score -2.309433e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 185472 members 
Entering Unmasked Estep 
Score: -23094346.000000 Penalty: 6027.500000
	Iteration 51Q: 3 clusters Score -2.309435e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 185518 members 
Entering Unmasked Estep 
Score: -23094364.000000 Penalty: 6027.500000
	Iteration 52Q: 3 clusters Score -2.309436e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 185554 members 
Entering Unmasked Estep 
Score: -23094344.000000 Penalty: 6027.500000
	Iteration 53Q: 3 clusters Score -2.309434e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 185591 members 
Entering Unmasked Estep 
Score: -23094342.000000 Penalty: 6027.500000
	Iteration 54Q: 3 clusters Score -2.309434e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 185618 members 
Entering Unmasked Estep 
Score: -23094330.000000 Penalty: 6027.500000
	Iteration 55Q: 3 clusters Score -2.309433e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 185653 members 
Entering Unmasked Estep 
Score: -23094342.000000 Penalty: 6027.500000
	Iteration 56Q: 3 clusters Score -2.309434e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 185688 members 
Entering Unmasked Estep 
Score: -23094342.000000 Penalty: 6027.500000
	Iteration 57Q: 3 clusters Score -2.309434e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 185716 members 
Entering Unmasked Estep 
Score: -23094366.000000 Penalty: 6027.500000
	Iteration 58Q: 3 clusters Score -2.309437e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 185739 members 
Entering Unmasked Estep 
Score: -23094360.000000 Penalty: 6027.500000
	Iteration 59Q: 3 clusters Score -2.309436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 185758 members 
Entering Unmasked Estep 
Score: -23094396.000000 Penalty: 6027.500000
	Iteration 60F: 3 clusters Score -2.30944e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 185775 members 
Entering Unmasked Estep 
Score: -23094388.000000 Penalty: 6027.500000
	Iteration 61Q: 3 clusters Score -2.309439e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 185804 members 
Entering Unmasked Estep 
Score: -23094388.000000 Penalty: 6027.500000
	Iteration 62Q: 3 clusters Score -2.309439e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 185826 members 
Entering Unmasked Estep 
Score: -23094414.000000 Penalty: 6027.500000
	Iteration 63Q: 3 clusters Score -2.309441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 185839 members 
Entering Unmasked Estep 
Score: -23094392.000000 Penalty: 6027.500000
	Iteration 64Q: 3 clusters Score -2.309439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 185850 members 
Entering Unmasked Estep 
Score: -23094406.000000 Penalty: 6027.500000
	Iteration 65Q: 3 clusters Score -2.309441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 185859 members 
Entering Unmasked Estep 
Score: -23094388.000000 Penalty: 6027.500000
	Iteration 66Q: 3 clusters Score -2.309439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 185868 members 
Entering Unmasked Estep 
Score: -23094400.000000 Penalty: 6027.500000
	Iteration 67Q: 3 clusters Score -2.30944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 185876 members 
Entering Unmasked Estep 
Score: -23094394.000000 Penalty: 6027.500000
	Iteration 68Q: 3 clusters Score -2.309439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 185883 members 
Entering Unmasked Estep 
Score: -23094394.000000 Penalty: 6027.500000
	Iteration 69Q: 3 clusters Score -2.309439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 185890 members 
Entering Unmasked Estep 
Score: -23094400.000000 Penalty: 6027.500000
	Iteration 70Q: 3 clusters Score -2.30944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 185899 members 
Entering Unmasked Estep 
Score: -23094378.000000 Penalty: 6027.500000
	Iteration 71Q: 3 clusters Score -2.309438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 185908 members 
Entering Unmasked Estep 
Score: -23094374.000000 Penalty: 6027.500000
	Iteration 72Q: 3 clusters Score -2.309437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 185921 members 
Entering Unmasked Estep 
Score: -23094400.000000 Penalty: 6027.500000
	Iteration 73Q: 3 clusters Score -2.30944e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 185937 members 
Entering Unmasked Estep 
Score: -23094388.000000 Penalty: 6027.500000
	Iteration 74Q: 3 clusters Score -2.309439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 185948 members 
Entering Unmasked Estep 
Score: -23094370.000000 Penalty: 6027.500000
	Iteration 75Q: 3 clusters Score -2.309437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 185960 members 
Entering Unmasked Estep 
Score: -23094378.000000 Penalty: 6027.500000
	Iteration 76Q: 3 clusters Score -2.309438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 185970 members 
Entering Unmasked Estep 
Score: -23094382.000000 Penalty: 6027.500000
	Iteration 77Q: 3 clusters Score -2.309438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 185985 members 
Entering Unmasked Estep 
Score: -23094396.000000 Penalty: 6027.500000
	Iteration 78Q: 3 clusters Score -2.30944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 185997 members 
Entering Unmasked Estep 
Score: -23094374.000000 Penalty: 6027.500000
	Iteration 79Q: 3 clusters Score -2.309437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 186009 members 
Entering Unmasked Estep 
Score: -23094386.000000 Penalty: 6027.500000
	Iteration 80F: 3 clusters Score -2.309439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 186014 members 
Entering Unmasked Estep 
Score: -23094350.000000 Penalty: 6027.500000
	Iteration 81Q: 3 clusters Score -2.309435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 186020 members 
Entering Unmasked Estep 
Score: -23094358.000000 Penalty: 6027.500000
	Iteration 82Q: 3 clusters Score -2.309436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 186031 members 
Entering Unmasked Estep 
Score: -23094354.000000 Penalty: 6027.500000
	Iteration 83Q: 3 clusters Score -2.309435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 186038 members 
Entering Unmasked Estep 
Score: -23094348.000000 Penalty: 6027.500000
	Iteration 84Q: 3 clusters Score -2.309435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 186042 members 
Entering Unmasked Estep 
Score: -23094356.000000 Penalty: 6027.500000
	Iteration 85Q: 3 clusters Score -2.309436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 186047 members 
Entering Unmasked Estep 
Score: -23094376.000000 Penalty: 6027.500000
	Iteration 86Q: 3 clusters Score -2.309438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 186057 members 
Entering Unmasked Estep 
Score: -23094388.000000 Penalty: 6027.500000
	Iteration 87Q: 3 clusters Score -2.309439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 186063 members 
Entering Unmasked Estep 
Score: -23094386.000000 Penalty: 6027.500000
	Iteration 88Q: 3 clusters Score -2.309439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 186065 members 
Entering Unmasked Estep 
Score: -23094384.000000 Penalty: 6027.500000
	Iteration 89Q: 3 clusters Score -2.309438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 186070 members 
Entering Unmasked Estep 
Score: -23094396.000000 Penalty: 6027.500000
	Iteration 90Q: 3 clusters Score -2.30944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 186075 members 
Entering Unmasked Estep 
Score: -23094382.000000 Penalty: 6027.500000
	Iteration 91Q: 3 clusters Score -2.309438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 186077 members 
Entering Unmasked Estep 
Score: -23094386.000000 Penalty: 6027.500000
	Iteration 92Q: 3 clusters Score -2.309439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 186077 members 
Entering Unmasked Estep 
Score: -23094386.000000 Penalty: 6027.500000
	Iteration 93F: 3 clusters Score -2.309439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Entering Unmasked Estep 
Score: -122566.875000 Penalty: 1761.215698
	Iteration 0F: 2 clusters Score -122566.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -120465.046875 Penalty: 3522.431396
	Iteration 0F: 3 clusters Score -120465 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -120823.304688 Penalty: 3522.431396
	Iteration 1F: 3 clusters Score -120823.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -121004.664062 Penalty: 3522.431396
	Iteration 2F: 3 clusters Score -121004.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -121226.125000 Penalty: 3522.431396
	Iteration 3F: 3 clusters Score -121226.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -121440.789062 Penalty: 3522.431396
	Iteration 4F: 3 clusters Score -121440.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -121633.609375 Penalty: 3522.431396
	Iteration 5F: 3 clusters Score -121633.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -121846.359375 Penalty: 3522.431396
	Iteration 6F: 3 clusters Score -121846.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -122069.250000 Penalty: 3522.431396
	Iteration 7F: 3 clusters Score -122069.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -122302.203125 Penalty: 3522.431396
	Iteration 8Q: 3 clusters Score -122302.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -122469.984375 Penalty: 3522.431396
	Iteration 9Q: 3 clusters Score -122470 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -122598.632812 Penalty: 3522.431396
	Iteration 10Q: 3 clusters Score -122598.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -122672.265625 Penalty: 3522.431396
	Iteration 11Q: 3 clusters Score -122672.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -122758.617188 Penalty: 3522.431396
	Iteration 12Q: 3 clusters Score -122758.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -122819.281250 Penalty: 3522.431396
	Iteration 13Q: 3 clusters Score -122819.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -122873.882812 Penalty: 3522.431396
	Iteration 14Q: 3 clusters Score -122873.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -122913.929688 Penalty: 3522.431396
	Iteration 15Q: 3 clusters Score -122913.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -122943.132812 Penalty: 3522.431396
	Iteration 16Q: 3 clusters Score -122943.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -122974.460938 Penalty: 3522.431396
	Iteration 17Q: 3 clusters Score -122974.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -122998.171875 Penalty: 3522.431396
	Iteration 18Q: 3 clusters Score -122998.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -123015.273438 Penalty: 3522.431396
	Iteration 19Q: 3 clusters Score -123015.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -123023.335938 Penalty: 3522.431396
	Iteration 20F: 3 clusters Score -123023.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -123034.265625 Penalty: 3522.431396
	Iteration 21Q: 3 clusters Score -123034.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -123044.335938 Penalty: 3522.431396
	Iteration 22Q: 3 clusters Score -123044.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -123054.906250 Penalty: 3522.431396
	Iteration 23Q: 3 clusters Score -123054.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -123060.601562 Penalty: 3522.431396
	Iteration 24Q: 3 clusters Score -123060.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -123067.039062 Penalty: 3522.431396
	Iteration 25Q: 3 clusters Score -123067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -123070.671875 Penalty: 3522.431396
	Iteration 26Q: 3 clusters Score -123070.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -123070.671875 Penalty: 3522.431396
	Iteration 27F: 3 clusters Score -123070.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62267 members 
Mstep: Class 4 contains 236259 members 
Mstep: Class 5 contains 3872 members 
Mstep: Class 6 contains 99134 members 
Mstep: Class 7 contains 11561 members 
Mstep: Class 8 contains 202713 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12269 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 15 contains 412 members 
Mstep: Class 16 contains 34192 members 
Mstep: Class 19 contains 189514 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
Score: -104293264.000000 Penalty: 64462.460938
Splitting cluster 21 changes total score from -104294416.000000 to -104293264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Entering Unmasked Estep 
Score: -427333.156250 Penalty: 2040.984741
	Iteration 0F: 2 clusters Score -427333.2 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 1886 members 
Entering Unmasked Estep 
Score: -423600.031250 Penalty: 4081.969482
	Iteration 0F: 3 clusters Score -423600 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -424443.875000 Penalty: 4081.969482
	Iteration 1F: 3 clusters Score -424443.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -424718.062500 Penalty: 4081.969482
	Iteration 2F: 3 clusters Score -424718.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -424887.218750 Penalty: 4081.969482
	Iteration 3F: 3 clusters Score -424887.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -425013.031250 Penalty: 4081.969482
	Iteration 4Q: 3 clusters Score -425013 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -425100.468750 Penalty: 4081.969482
	Iteration 5Q: 3 clusters Score -425100.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -425167.812500 Penalty: 4081.969482
	Iteration 6Q: 3 clusters Score -425167.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -425218.843750 Penalty: 4081.969482
	Iteration 7Q: 3 clusters Score -425218.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -425264.937500 Penalty: 4081.969482
	Iteration 8Q: 3 clusters Score -425264.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -425303.593750 Penalty: 4081.969482
	Iteration 9Q: 3 clusters Score -425303.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -425340.062500 Penalty: 4081.969482
	Iteration 10Q: 3 clusters Score -425340.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -425377.406250 Penalty: 4081.969482
	Iteration 11Q: 3 clusters Score -425377.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -425418.656250 Penalty: 4081.969482
	Iteration 12Q: 3 clusters Score -425418.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -425452.406250 Penalty: 4081.969482
	Iteration 13Q: 3 clusters Score -425452.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -425485.968750 Penalty: 4081.969482
	Iteration 14Q: 3 clusters Score -425486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -425525.343750 Penalty: 4081.969482
	Iteration 15Q: 3 clusters Score -425525.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -425570.062500 Penalty: 4081.969482
	Iteration 16Q: 3 clusters Score -425570.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -425598.718750 Penalty: 4081.969482
	Iteration 17Q: 3 clusters Score -425598.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -425625.000000 Penalty: 4081.969482
	Iteration 18Q: 3 clusters Score -425625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -425652.500000 Penalty: 4081.969482
	Iteration 19Q: 3 clusters Score -425652.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -425674.156250 Penalty: 4081.969482
	Iteration 20F: 3 clusters Score -425674.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -425696.062500 Penalty: 4081.969482
	Iteration 21Q: 3 clusters Score -425696.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -425713.468750 Penalty: 4081.969482
	Iteration 22Q: 3 clusters Score -425713.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -425738.468750 Penalty: 4081.969482
	Iteration 23Q: 3 clusters Score -425738.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -425760.843750 Penalty: 4081.969482
	Iteration 24Q: 3 clusters Score -425760.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -425780.687500 Penalty: 4081.969482
	Iteration 25Q: 3 clusters Score -425780.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -425798.343750 Penalty: 4081.969482
	Iteration 26Q: 3 clusters Score -425798.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -425812.343750 Penalty: 4081.969482
	Iteration 27Q: 3 clusters Score -425812.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -425832.000000 Penalty: 4081.969482
	Iteration 28Q: 3 clusters Score -425832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -425858.062500 Penalty: 4081.969482
	Iteration 29Q: 3 clusters Score -425858.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -425877.156250 Penalty: 4081.969482
	Iteration 30Q: 3 clusters Score -425877.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -425898.375000 Penalty: 4081.969482
	Iteration 31Q: 3 clusters Score -425898.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -425909.093750 Penalty: 4081.969482
	Iteration 32Q: 3 clusters Score -425909.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -425917.750000 Penalty: 4081.969482
	Iteration 33Q: 3 clusters Score -425917.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -425926.593750 Penalty: 4081.969482
	Iteration 34Q: 3 clusters Score -425926.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -425934.031250 Penalty: 4081.969482
	Iteration 35Q: 3 clusters Score -425934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -425945.125000 Penalty: 4081.969482
	Iteration 36Q: 3 clusters Score -425945.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -425954.125000 Penalty: 4081.969482
	Iteration 37Q: 3 clusters Score -425954.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -425964.500000 Penalty: 4081.969482
	Iteration 38Q: 3 clusters Score -425964.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -425972.031250 Penalty: 4081.969482
	Iteration 39Q: 3 clusters Score -425972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -425976.500000 Penalty: 4081.969482
	Iteration 40F: 3 clusters Score -425976.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -425978.218750 Penalty: 4081.969482
	Iteration 41Q: 3 clusters Score -425978.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -425981.625000 Penalty: 4081.969482
	Iteration 42Q: 3 clusters Score -425981.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -425989.968750 Penalty: 4081.969482
	Iteration 43Q: 3 clusters Score -425990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -425995.312500 Penalty: 4081.969482
	Iteration 44Q: 3 clusters Score -425995.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -426002.687500 Penalty: 4081.969482
	Iteration 45Q: 3 clusters Score -426002.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -426010.687500 Penalty: 4081.969482
	Iteration 46Q: 3 clusters Score -426010.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -426015.937500 Penalty: 4081.969482
	Iteration 47Q: 3 clusters Score -426015.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -426017.343750 Penalty: 4081.969482
	Iteration 48Q: 3 clusters Score -426017.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -426018.625000 Penalty: 4081.969482
	Iteration 49Q: 3 clusters Score -426018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -426018.875000 Penalty: 4081.969482
	Iteration 50Q: 3 clusters Score -426018.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -426021.218750 Penalty: 4081.969482
	Iteration 51Q: 3 clusters Score -426021.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -426021.218750 Penalty: 4081.969482
	Iteration 52F: 3 clusters Score -426021.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62267 members 
Mstep: Class 4 contains 236259 members 
Mstep: Class 5 contains 3872 members 
Mstep: Class 6 contains 99134 members 
Mstep: Class 7 contains 11561 members 
Mstep: Class 8 contains 202713 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12269 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34192 members 
Mstep: Class 19 contains 189514 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294416.000000 Penalty: 61069.699219
Iteration 119Q: 19 clusters Score -1.042944e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62260 members 
Mstep: Class 4 contains 236105 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 99547 members 
Mstep: Class 7 contains 11564 members 
Mstep: Class 8 contains 202651 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12269 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34186 members 
Mstep: Class 19 contains 189334 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294424.000000 Penalty: 61069.699219
Iteration 120F: 19 clusters Score -1.042944e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62242 members 
Mstep: Class 4 contains 235974 members 
Mstep: Class 5 contains 3865 members 
Mstep: Class 6 contains 99931 members 
Mstep: Class 7 contains 11565 members 
Mstep: Class 8 contains 202606 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12270 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34183 members 
Mstep: Class 19 contains 189153 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294400.000000 Penalty: 61069.699219
Iteration 121Q: 19 clusters Score -1.042944e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62235 members 
Mstep: Class 4 contains 235857 members 
Mstep: Class 5 contains 3864 members 
Mstep: Class 6 contains 100322 members 
Mstep: Class 7 contains 11563 members 
Mstep: Class 8 contains 202542 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12267 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34176 members 
Mstep: Class 19 contains 188959 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294376.000000 Penalty: 61069.699219
Iteration 122Q: 19 clusters Score -1.042944e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62229 members 
Mstep: Class 4 contains 235723 members 
Mstep: Class 5 contains 3862 members 
Mstep: Class 6 contains 100744 members 
Mstep: Class 7 contains 11559 members 
Mstep: Class 8 contains 202467 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12269 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34176 members 
Mstep: Class 19 contains 188749 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294792.000000 Penalty: 61069.699219
Iteration 123Q: 19 clusters Score -1.042948e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62215 members 
Mstep: Class 4 contains 235579 members 
Mstep: Class 5 contains 3859 members 
Mstep: Class 6 contains 101169 members 
Mstep: Class 7 contains 11556 members 
Mstep: Class 8 contains 202382 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12275 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34184 members 
Mstep: Class 19 contains 188556 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294680.000000 Penalty: 61069.699219
Iteration 124Q: 19 clusters Score -1.042947e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62215 members 
Mstep: Class 4 contains 235436 members 
Mstep: Class 5 contains 3858 members 
Mstep: Class 6 contains 101575 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 202291 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12281 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34182 members 
Mstep: Class 19 contains 188389 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294792.000000 Penalty: 61069.699219
Iteration 125Q: 19 clusters Score -1.042948e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62210 members 
Mstep: Class 4 contains 235289 members 
Mstep: Class 5 contains 3857 members 
Mstep: Class 6 contains 101963 members 
Mstep: Class 7 contains 11545 members 
Mstep: Class 8 contains 202209 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12289 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34183 members 
Mstep: Class 19 contains 188235 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294712.000000 Penalty: 61069.699219
Iteration 126Q: 19 clusters Score -1.042947e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62206 members 
Mstep: Class 4 contains 235148 members 
Mstep: Class 5 contains 3852 members 
Mstep: Class 6 contains 102358 members 
Mstep: Class 7 contains 11545 members 
Mstep: Class 8 contains 202147 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12293 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34183 members 
Mstep: Class 19 contains 188048 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294776.000000 Penalty: 61069.699219
Iteration 127Q: 19 clusters Score -1.042948e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62213 members 
Mstep: Class 4 contains 234995 members 
Mstep: Class 5 contains 3849 members 
Mstep: Class 6 contains 102787 members 
Mstep: Class 7 contains 11543 members 
Mstep: Class 8 contains 202057 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12295 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34179 members 
Mstep: Class 19 contains 187860 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294976.000000 Penalty: 61069.699219
Iteration 128Q: 19 clusters Score -1.04295e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62216 members 
Mstep: Class 4 contains 234838 members 
Mstep: Class 5 contains 3843 members 
Mstep: Class 6 contains 103213 members 
Mstep: Class 7 contains 11540 members 
Mstep: Class 8 contains 201962 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12298 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34180 members 
Mstep: Class 19 contains 187692 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295072.000000 Penalty: 61069.699219
Iteration 129Q: 19 clusters Score -1.042951e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62211 members 
Mstep: Class 4 contains 234685 members 
Mstep: Class 5 contains 3838 members 
Mstep: Class 6 contains 103629 members 
Mstep: Class 7 contains 11537 members 
Mstep: Class 8 contains 201866 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12307 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34180 members 
Mstep: Class 19 contains 187534 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295080.000000 Penalty: 61069.699219
Iteration 130Q: 19 clusters Score -1.042951e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62210 members 
Mstep: Class 4 contains 234513 members 
Mstep: Class 5 contains 3835 members 
Mstep: Class 6 contains 104037 members 
Mstep: Class 7 contains 11534 members 
Mstep: Class 8 contains 201768 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12315 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34183 members 
Mstep: Class 19 contains 187392 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295056.000000 Penalty: 61069.699219
Iteration 131Q: 19 clusters Score -1.042951e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62213 members 
Mstep: Class 4 contains 234344 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 104464 members 
Mstep: Class 7 contains 11532 members 
Mstep: Class 8 contains 201652 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12324 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34187 members 
Mstep: Class 19 contains 187240 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295104.000000 Penalty: 61069.699219
Iteration 132Q: 19 clusters Score -1.042951e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62204 members 
Mstep: Class 4 contains 234201 members 
Mstep: Class 5 contains 3828 members 
Mstep: Class 6 contains 104865 members 
Mstep: Class 7 contains 11531 members 
Mstep: Class 8 contains 201562 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12334 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34180 members 
Mstep: Class 19 contains 187079 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295016.000000 Penalty: 61069.699219
Iteration 133Q: 19 clusters Score -1.04295e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62195 members 
Mstep: Class 4 contains 234052 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 105258 members 
Mstep: Class 7 contains 11533 members 
Mstep: Class 8 contains 201480 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12348 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34174 members 
Mstep: Class 19 contains 186921 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295208.000000 Penalty: 61069.699219
Iteration 134Q: 19 clusters Score -1.042952e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62185 members 
Mstep: Class 4 contains 233920 members 
Mstep: Class 5 contains 3816 members 
Mstep: Class 6 contains 105649 members 
Mstep: Class 7 contains 11533 members 
Mstep: Class 8 contains 201408 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12355 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34171 members 
Mstep: Class 19 contains 186749 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295304.000000 Penalty: 61069.699219
Iteration 135Q: 19 clusters Score -1.042953e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62169 members 
Mstep: Class 4 contains 233793 members 
Mstep: Class 5 contains 3813 members 
Mstep: Class 6 contains 106047 members 
Mstep: Class 7 contains 11535 members 
Mstep: Class 8 contains 201336 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12360 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34162 members 
Mstep: Class 19 contains 186576 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295360.000000 Penalty: 61069.699219
Iteration 136Q: 19 clusters Score -1.042954e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62157 members 
Mstep: Class 4 contains 233648 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 106410 members 
Mstep: Class 7 contains 11537 members 
Mstep: Class 8 contains 201273 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12367 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34158 members 
Mstep: Class 19 contains 186436 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295344.000000 Penalty: 61069.699219
Iteration 137Q: 19 clusters Score -1.042953e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62159 members 
Mstep: Class 4 contains 233508 members 
Mstep: Class 5 contains 3807 members 
Mstep: Class 6 contains 106740 members 
Mstep: Class 7 contains 11538 members 
Mstep: Class 8 contains 201227 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12373 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 34153 members 
Mstep: Class 19 contains 186294 members 
Mstep: Class 21 contains 1213 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295416.000000 Penalty: 61069.699219
Iteration 138Q: 19 clusters Score -1.042954e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62159 members 
Mstep: Class 4 contains 233374 members 
Mstep: Class 5 contains 3801 members 
Mstep: Class 6 contains 107104 members 
Mstep: Class 7 contains 11537 members 
Mstep: Class 8 contains 201172 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12370 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 578 members 
Mstep: Class 16 contains 34153 members 
Mstep: Class 19 contains 186126 members 
Mstep: Class 21 contains 1212 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295504.000000 Penalty: 61069.699219
Iteration 139Q: 19 clusters Score -1.042955e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62162 members 
Mstep: Class 4 contains 233250 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 107454 members 
Mstep: Class 7 contains 11536 members 
Mstep: Class 8 contains 201140 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12372 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34153 members 
Mstep: Class 19 contains 185932 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295576.000000 Penalty: 61069.699219
Iteration 140F: 19 clusters Score -1.042956e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 62160 members 
Mstep: Class 4 contains 233119 members 
Mstep: Class 5 contains 3795 members 
Mstep: Class 6 contains 107802 members 
Mstep: Class 7 contains 11537 members 
Mstep: Class 8 contains 201098 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12373 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34145 members 
Mstep: Class 19 contains 185762 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295568.000000 Penalty: 61069.699219
Iteration 141Q: 19 clusters Score -1.042956e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 535 members 
Mstep: Class 3 contains 62161 members 
Mstep: Class 4 contains 233029 members 
Mstep: Class 5 contains 3793 members 
Mstep: Class 6 contains 108100 members 
Mstep: Class 7 contains 11538 members 
Mstep: Class 8 contains 201038 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12383 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34135 members 
Mstep: Class 19 contains 185610 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295432.000000 Penalty: 61069.699219
Iteration 142Q: 19 clusters Score -1.042954e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62155 members 
Mstep: Class 4 contains 232946 members 
Mstep: Class 5 contains 3793 members 
Mstep: Class 6 contains 108381 members 
Mstep: Class 7 contains 11538 members 
Mstep: Class 8 contains 200994 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34114 members 
Mstep: Class 19 contains 185469 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295360.000000 Penalty: 61069.699219
Iteration 143Q: 19 clusters Score -1.042954e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62157 members 
Mstep: Class 4 contains 232843 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 108670 members 
Mstep: Class 7 contains 11537 members 
Mstep: Class 8 contains 200960 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12387 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34106 members 
Mstep: Class 19 contains 185326 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295240.000000 Penalty: 61069.699219
Iteration 144Q: 19 clusters Score -1.042952e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62154 members 
Mstep: Class 4 contains 232727 members 
Mstep: Class 5 contains 3790 members 
Mstep: Class 6 contains 108977 members 
Mstep: Class 7 contains 11537 members 
Mstep: Class 8 contains 200927 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12384 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34091 members 
Mstep: Class 19 contains 185192 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295336.000000 Penalty: 61069.699219
Iteration 145Q: 19 clusters Score -1.042953e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62154 members 
Mstep: Class 4 contains 232617 members 
Mstep: Class 5 contains 3789 members 
Mstep: Class 6 contains 109288 members 
Mstep: Class 7 contains 11534 members 
Mstep: Class 8 contains 200879 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12382 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34078 members 
Mstep: Class 19 contains 185053 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295464.000000 Penalty: 61069.699219
Iteration 146Q: 19 clusters Score -1.042955e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62147 members 
Mstep: Class 4 contains 232500 members 
Mstep: Class 5 contains 3786 members 
Mstep: Class 6 contains 109568 members 
Mstep: Class 7 contains 11535 members 
Mstep: Class 8 contains 200852 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12376 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34075 members 
Mstep: Class 19 contains 184931 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295552.000000 Penalty: 61069.699219
Iteration 147Q: 19 clusters Score -1.042956e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62141 members 
Mstep: Class 4 contains 232367 members 
Mstep: Class 5 contains 3785 members 
Mstep: Class 6 contains 109868 members 
Mstep: Class 7 contains 11533 members 
Mstep: Class 8 contains 200830 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12375 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34069 members 
Mstep: Class 19 contains 184798 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295592.000000 Penalty: 61069.699219
Iteration 148Q: 19 clusters Score -1.042956e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62138 members 
Mstep: Class 4 contains 232249 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 110146 members 
Mstep: Class 7 contains 11533 members 
Mstep: Class 8 contains 200807 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12377 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34059 members 
Mstep: Class 19 contains 184670 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295472.000000 Penalty: 61069.699219
Iteration 149Q: 19 clusters Score -1.042955e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62141 members 
Mstep: Class 4 contains 232138 members 
Mstep: Class 5 contains 3780 members 
Mstep: Class 6 contains 110388 members 
Mstep: Class 7 contains 11534 members 
Mstep: Class 8 contains 200778 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34050 members 
Mstep: Class 19 contains 184557 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295568.000000 Penalty: 61069.699219
Iteration 150Q: 19 clusters Score -1.042956e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62146 members 
Mstep: Class 4 contains 232047 members 
Mstep: Class 5 contains 3780 members 
Mstep: Class 6 contains 110602 members 
Mstep: Class 7 contains 11531 members 
Mstep: Class 8 contains 200770 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12392 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34045 members 
Mstep: Class 19 contains 184440 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295640.000000 Penalty: 61069.699219
Iteration 151Q: 19 clusters Score -1.042956e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62143 members 
Mstep: Class 4 contains 231930 members 
Mstep: Class 5 contains 3777 members 
Mstep: Class 6 contains 110822 members 
Mstep: Class 7 contains 11528 members 
Mstep: Class 8 contains 200781 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12395 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34036 members 
Mstep: Class 19 contains 184333 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295712.000000 Penalty: 61069.699219
Iteration 152Q: 19 clusters Score -1.042957e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62142 members 
Mstep: Class 4 contains 231836 members 
Mstep: Class 5 contains 3775 members 
Mstep: Class 6 contains 111033 members 
Mstep: Class 7 contains 11526 members 
Mstep: Class 8 contains 200791 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12397 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34020 members 
Mstep: Class 19 contains 184222 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295704.000000 Penalty: 61069.699219
Iteration 153Q: 19 clusters Score -1.042957e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62139 members 
Mstep: Class 4 contains 231745 members 
Mstep: Class 5 contains 3770 members 
Mstep: Class 6 contains 111249 members 
Mstep: Class 7 contains 11532 members 
Mstep: Class 8 contains 200798 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12396 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33997 members 
Mstep: Class 19 contains 184118 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295856.000000 Penalty: 61069.699219
Iteration 154Q: 19 clusters Score -1.042959e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62133 members 
Mstep: Class 4 contains 231662 members 
Mstep: Class 5 contains 3766 members 
Mstep: Class 6 contains 111453 members 
Mstep: Class 7 contains 11536 members 
Mstep: Class 8 contains 200797 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12395 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33970 members 
Mstep: Class 19 contains 184023 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295792.000000 Penalty: 61069.699219
Iteration 155Q: 19 clusters Score -1.042958e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62139 members 
Mstep: Class 4 contains 231557 members 
Mstep: Class 5 contains 3767 members 
Mstep: Class 6 contains 111670 members 
Mstep: Class 7 contains 11537 members 
Mstep: Class 8 contains 200800 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12393 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33945 members 
Mstep: Class 19 contains 183921 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295720.000000 Penalty: 61069.699219
Iteration 156Q: 19 clusters Score -1.042957e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62143 members 
Mstep: Class 4 contains 231460 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 111857 members 
Mstep: Class 7 contains 11537 members 
Mstep: Class 8 contains 200801 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12397 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33936 members 
Mstep: Class 19 contains 183828 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295856.000000 Penalty: 61069.699219
Iteration 157Q: 19 clusters Score -1.042959e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62145 members 
Mstep: Class 4 contains 231342 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 112066 members 
Mstep: Class 7 contains 11538 members 
Mstep: Class 8 contains 200814 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4611 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12401 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33926 members 
Mstep: Class 19 contains 183721 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295880.000000 Penalty: 61069.699219
Iteration 158Q: 19 clusters Score -1.042959e+08 nChanged 424
Entering ConstructFrom: 
Score: -104295880.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (5839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Entering Unmasked Estep 
Score: -703811.500000 Penalty: 2150.734131
	Iteration 0F: 2 clusters Score -703811.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -698739.250000 Penalty: 4301.468262
	Iteration 0F: 3 clusters Score -698739.2 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -700001.062500 Penalty: 4301.468262
	Iteration 1F: 3 clusters Score -700001.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -700212.125000 Penalty: 4301.468262
	Iteration 2F: 3 clusters Score -700212.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -700340.625000 Penalty: 4301.468262
	Iteration 3Q: 3 clusters Score -700340.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -700440.625000 Penalty: 4301.468262
	Iteration 4Q: 3 clusters Score -700440.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -700509.312500 Penalty: 4301.468262
	Iteration 5Q: 3 clusters Score -700509.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -700570.625000 Penalty: 4301.468262
	Iteration 6Q: 3 clusters Score -700570.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -700618.437500 Penalty: 4301.468262
	Iteration 7Q: 3 clusters Score -700618.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -700649.625000 Penalty: 4301.468262
	Iteration 8Q: 3 clusters Score -700649.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -700679.875000 Penalty: 4301.468262
	Iteration 9Q: 3 clusters Score -700679.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -700702.250000 Penalty: 4301.468262
	Iteration 10Q: 3 clusters Score -700702.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -700730.750000 Penalty: 4301.468262
	Iteration 11Q: 3 clusters Score -700730.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -700754.937500 Penalty: 4301.468262
	Iteration 12Q: 3 clusters Score -700754.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -700770.375000 Penalty: 4301.468262
	Iteration 13Q: 3 clusters Score -700770.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -700786.687500 Penalty: 4301.468262
	Iteration 14Q: 3 clusters Score -700786.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -700816.187500 Penalty: 4301.468262
	Iteration 15Q: 3 clusters Score -700816.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -700838.125000 Penalty: 4301.468262
	Iteration 16Q: 3 clusters Score -700838.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -700860.500000 Penalty: 4301.468262
	Iteration 17Q: 3 clusters Score -700860.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -700887.812500 Penalty: 4301.468262
	Iteration 18Q: 3 clusters Score -700887.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -700912.875000 Penalty: 4301.468262
	Iteration 19Q: 3 clusters Score -700912.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -700934.750000 Penalty: 4301.468262
	Iteration 20F: 3 clusters Score -700934.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -700957.937500 Penalty: 4301.468262
	Iteration 21Q: 3 clusters Score -700957.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -700978.437500 Penalty: 4301.468262
	Iteration 22Q: 3 clusters Score -700978.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -701001.312500 Penalty: 4301.468262
	Iteration 23Q: 3 clusters Score -701001.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -701026.562500 Penalty: 4301.468262
	Iteration 24Q: 3 clusters Score -701026.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -701049.812500 Penalty: 4301.468262
	Iteration 25Q: 3 clusters Score -701049.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -701078.187500 Penalty: 4301.468262
	Iteration 26Q: 3 clusters Score -701078.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -701105.125000 Penalty: 4301.468262
	Iteration 27Q: 3 clusters Score -701105.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -701128.437500 Penalty: 4301.468262
	Iteration 28Q: 3 clusters Score -701128.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -701159.437500 Penalty: 4301.468262
	Iteration 29Q: 3 clusters Score -701159.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -701193.312500 Penalty: 4301.468262
	Iteration 30Q: 3 clusters Score -701193.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -701227.812500 Penalty: 4301.468262
	Iteration 31Q: 3 clusters Score -701227.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -701255.250000 Penalty: 4301.468262
	Iteration 32Q: 3 clusters Score -701255.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -701276.125000 Penalty: 4301.468262
	Iteration 33Q: 3 clusters Score -701276.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -701298.062500 Penalty: 4301.468262
	Iteration 34Q: 3 clusters Score -701298.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -701327.562500 Penalty: 4301.468262
	Iteration 35Q: 3 clusters Score -701327.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -701357.125000 Penalty: 4301.468262
	Iteration 36Q: 3 clusters Score -701357.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -701385.437500 Penalty: 4301.468262
	Iteration 37Q: 3 clusters Score -701385.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -701412.437500 Penalty: 4301.468262
	Iteration 38Q: 3 clusters Score -701412.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -701434.562500 Penalty: 4301.468262
	Iteration 39Q: 3 clusters Score -701434.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -701451.500000 Penalty: 4301.468262
	Iteration 40F: 3 clusters Score -701451.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -701466.187500 Penalty: 4301.468262
	Iteration 41Q: 3 clusters Score -701466.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -701484.687500 Penalty: 4301.468262
	Iteration 42Q: 3 clusters Score -701484.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -701505.125000 Penalty: 4301.468262
	Iteration 43Q: 3 clusters Score -701505.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -701521.187500 Penalty: 4301.468262
	Iteration 44Q: 3 clusters Score -701521.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -701538.625000 Penalty: 4301.468262
	Iteration 45Q: 3 clusters Score -701538.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -701559.687500 Penalty: 4301.468262
	Iteration 46Q: 3 clusters Score -701559.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -701580.687500 Penalty: 4301.468262
	Iteration 47Q: 3 clusters Score -701580.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -701596.750000 Penalty: 4301.468262
	Iteration 48Q: 3 clusters Score -701596.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -701608.500000 Penalty: 4301.468262
	Iteration 49Q: 3 clusters Score -701608.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -701618.875000 Penalty: 4301.468262
	Iteration 50Q: 3 clusters Score -701618.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -701632.500000 Penalty: 4301.468262
	Iteration 51Q: 3 clusters Score -701632.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -701654.250000 Penalty: 4301.468262
	Iteration 52Q: 3 clusters Score -701654.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -701673.375000 Penalty: 4301.468262
	Iteration 53Q: 3 clusters Score -701673.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -701689.812500 Penalty: 4301.468262
	Iteration 54Q: 3 clusters Score -701689.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -701710.187500 Penalty: 4301.468262
	Iteration 55Q: 3 clusters Score -701710.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -701719.562500 Penalty: 4301.468262
	Iteration 56Q: 3 clusters Score -701719.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -701726.125000 Penalty: 4301.468262
	Iteration 57Q: 3 clusters Score -701726.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -701734.562500 Penalty: 4301.468262
	Iteration 58Q: 3 clusters Score -701734.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -701742.687500 Penalty: 4301.468262
	Iteration 59Q: 3 clusters Score -701742.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -701749.750000 Penalty: 4301.468262
	Iteration 60F: 3 clusters Score -701749.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -701759.375000 Penalty: 4301.468262
	Iteration 61Q: 3 clusters Score -701759.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -701767.312500 Penalty: 4301.468262
	Iteration 62Q: 3 clusters Score -701767.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -701778.437500 Penalty: 4301.468262
	Iteration 63Q: 3 clusters Score -701778.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -701790.187500 Penalty: 4301.468262
	Iteration 64Q: 3 clusters Score -701790.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -701799.625000 Penalty: 4301.468262
	Iteration 65Q: 3 clusters Score -701799.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -701807.250000 Penalty: 4301.468262
	Iteration 66Q: 3 clusters Score -701807.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -701815.375000 Penalty: 4301.468262
	Iteration 67Q: 3 clusters Score -701815.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -701826.250000 Penalty: 4301.468262
	Iteration 68Q: 3 clusters Score -701826.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -701828.062500 Penalty: 4301.468262
	Iteration 69Q: 3 clusters Score -701828.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -701831.625000 Penalty: 4301.468262
	Iteration 70Q: 3 clusters Score -701831.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -701835.875000 Penalty: 4301.468262
	Iteration 71Q: 3 clusters Score -701835.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -701836.812500 Penalty: 4301.468262
	Iteration 72Q: 3 clusters Score -701836.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -701838.687500 Penalty: 4301.468262
	Iteration 73Q: 3 clusters Score -701838.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -701839.562500 Penalty: 4301.468262
	Iteration 74Q: 3 clusters Score -701839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -701839.687500 Penalty: 4301.468262
	Iteration 75Q: 3 clusters Score -701839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -701840.062500 Penalty: 4301.468262
	Iteration 76Q: 3 clusters Score -701840.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -701840.062500 Penalty: 4301.468262
	Iteration 77F: 3 clusters Score -701840.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -52699.128906 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -52699.13 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 262 members 
Entering Unmasked Estep 
Score: -51391.503906 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -51391.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51650.976562 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -51650.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51695.039062 Penalty: 3116.930664
	Iteration 2Q: 3 clusters Score -51695.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51710.648438 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -51710.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51711.457031 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -51711.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51724.113281 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -51724.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51731.296875 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -51731.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51744.859375 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -51744.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51749.742188 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -51749.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51756.773438 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -51756.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51761.582031 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -51761.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51765.625000 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -51765.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51766.796875 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -51766.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51766.796875 Penalty: 3116.930664
	Iteration 13F: 3 clusters Score -51766.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (62149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Entering Unmasked Estep 
Score: -7629361.000000 Penalty: 2737.247803
	Iteration 0F: 2 clusters Score -7629361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -7587750.000000 Penalty: 5474.495605
	Iteration 0F: 3 clusters Score -7587750 nChanged 28851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -7603811.500000 Penalty: 5474.495605
	Iteration 1F: 3 clusters Score -7603812 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -7604370.000000 Penalty: 5474.495605
	Iteration 2Q: 3 clusters Score -7604370 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -7604938.500000 Penalty: 5474.495605
	Iteration 3Q: 3 clusters Score -7604938 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -7605537.000000 Penalty: 5474.495605
	Iteration 4Q: 3 clusters Score -7605537 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -7606287.500000 Penalty: 5474.495605
	Iteration 5Q: 3 clusters Score -7606288 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -7607179.000000 Penalty: 5474.495605
	Iteration 6Q: 3 clusters Score -7607179 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -7608318.500000 Penalty: 5474.495605
	Iteration 7Q: 3 clusters Score -7608318 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -7609929.000000 Penalty: 5474.495605
	Iteration 8Q: 3 clusters Score -7609929 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -7612238.500000 Penalty: 5474.495605
	Iteration 9F: 3 clusters Score -7612238 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -7615260.000000 Penalty: 5474.495605
	Iteration 10F: 3 clusters Score -7615260 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -7618485.500000 Penalty: 5474.495605
	Iteration 11F: 3 clusters Score -7618486 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -7620238.000000 Penalty: 5474.495605
	Iteration 12F: 3 clusters Score -7620238 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -7620968.000000 Penalty: 5474.495605
	Iteration 13Q: 3 clusters Score -7620968 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -7621426.500000 Penalty: 5474.495605
	Iteration 14Q: 3 clusters Score -7621426 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -7621703.000000 Penalty: 5474.495605
	Iteration 15Q: 3 clusters Score -7621703 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -7621986.000000 Penalty: 5474.495605
	Iteration 16Q: 3 clusters Score -7621986 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -7622233.000000 Penalty: 5474.495605
	Iteration 17Q: 3 clusters Score -7622233 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -7622412.000000 Penalty: 5474.495605
	Iteration 18Q: 3 clusters Score -7622412 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -7622542.500000 Penalty: 5474.495605
	Iteration 19Q: 3 clusters Score -7622542 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -7622705.500000 Penalty: 5474.495605
	Iteration 20F: 3 clusters Score -7622706 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -7622785.500000 Penalty: 5474.495605
	Iteration 21Q: 3 clusters Score -7622786 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -7622862.000000 Penalty: 5474.495605
	Iteration 22Q: 3 clusters Score -7622862 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -7622931.500000 Penalty: 5474.495605
	Iteration 23Q: 3 clusters Score -7622932 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -7622964.500000 Penalty: 5474.495605
	Iteration 24Q: 3 clusters Score -7622964 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -7622981.500000 Penalty: 5474.495605
	Iteration 25Q: 3 clusters Score -7622982 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -7623007.500000 Penalty: 5474.495605
	Iteration 26Q: 3 clusters Score -7623008 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -7623016.500000 Penalty: 5474.495605
	Iteration 27Q: 3 clusters Score -7623016 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -7623077.500000 Penalty: 5474.495605
	Iteration 28Q: 3 clusters Score -7623078 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -7623121.500000 Penalty: 5474.495605
	Iteration 29Q: 3 clusters Score -7623122 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -7623130.000000 Penalty: 5474.495605
	Iteration 30Q: 3 clusters Score -7623130 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -7623135.000000 Penalty: 5474.495605
	Iteration 31Q: 3 clusters Score -7623135 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -7623158.000000 Penalty: 5474.495605
	Iteration 32Q: 3 clusters Score -7623158 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -7623192.500000 Penalty: 5474.495605
	Iteration 33Q: 3 clusters Score -7623192 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -7623199.000000 Penalty: 5474.495605
	Iteration 34Q: 3 clusters Score -7623199 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -7623242.000000 Penalty: 5474.495605
	Iteration 35Q: 3 clusters Score -7623242 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -7623284.500000 Penalty: 5474.495605
	Iteration 36Q: 3 clusters Score -7623284 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -7623301.000000 Penalty: 5474.495605
	Iteration 37Q: 3 clusters Score -7623301 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -7623353.500000 Penalty: 5474.495605
	Iteration 38Q: 3 clusters Score -7623354 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -7623392.500000 Penalty: 5474.495605
	Iteration 39Q: 3 clusters Score -7623392 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -7623437.000000 Penalty: 5474.495605
	Iteration 40F: 3 clusters Score -7623437 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -7623460.000000 Penalty: 5474.495605
	Iteration 41Q: 3 clusters Score -7623460 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -7623495.000000 Penalty: 5474.495605
	Iteration 42Q: 3 clusters Score -7623495 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -7623547.000000 Penalty: 5474.495605
	Iteration 43Q: 3 clusters Score -7623547 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -7623586.000000 Penalty: 5474.495605
	Iteration 44Q: 3 clusters Score -7623586 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -7623595.500000 Penalty: 5474.495605
	Iteration 45Q: 3 clusters Score -7623596 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -7623671.000000 Penalty: 5474.495605
	Iteration 46Q: 3 clusters Score -7623671 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -7623697.500000 Penalty: 5474.495605
	Iteration 47Q: 3 clusters Score -7623698 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -7623721.000000 Penalty: 5474.495605
	Iteration 48Q: 3 clusters Score -7623721 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -7623751.500000 Penalty: 5474.495605
	Iteration 49Q: 3 clusters Score -7623752 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -7623784.500000 Penalty: 5474.495605
	Iteration 50Q: 3 clusters Score -7623784 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -7623861.500000 Penalty: 5474.495605
	Iteration 51Q: 3 clusters Score -7623862 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -7623895.500000 Penalty: 5474.495605
	Iteration 52Q: 3 clusters Score -7623896 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -7623916.500000 Penalty: 5474.495605
	Iteration 53Q: 3 clusters Score -7623916 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -7623949.500000 Penalty: 5474.495605
	Iteration 54Q: 3 clusters Score -7623950 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -7623989.000000 Penalty: 5474.495605
	Iteration 55Q: 3 clusters Score -7623989 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -7624067.000000 Penalty: 5474.495605
	Iteration 56Q: 3 clusters Score -7624067 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -7624112.000000 Penalty: 5474.495605
	Iteration 57Q: 3 clusters Score -7624112 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -7624213.500000 Penalty: 5474.495605
	Iteration 58Q: 3 clusters Score -7624214 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -7624282.500000 Penalty: 5474.495605
	Iteration 59Q: 3 clusters Score -7624282 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -7624311.500000 Penalty: 5474.495605
	Iteration 60F: 3 clusters Score -7624312 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -7624358.000000 Penalty: 5474.495605
	Iteration 61Q: 3 clusters Score -7624358 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -7624418.000000 Penalty: 5474.495605
	Iteration 62Q: 3 clusters Score -7624418 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -7624446.000000 Penalty: 5474.495605
	Iteration 63Q: 3 clusters Score -7624446 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -7624492.000000 Penalty: 5474.495605
	Iteration 64Q: 3 clusters Score -7624492 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -7624577.500000 Penalty: 5474.495605
	Iteration 65Q: 3 clusters Score -7624578 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -7624633.000000 Penalty: 5474.495605
	Iteration 66Q: 3 clusters Score -7624633 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -7624705.000000 Penalty: 5474.495605
	Iteration 67Q: 3 clusters Score -7624705 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -7624797.000000 Penalty: 5474.495605
	Iteration 68Q: 3 clusters Score -7624797 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -7624907.500000 Penalty: 5474.495605
	Iteration 69Q: 3 clusters Score -7624908 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -7625026.000000 Penalty: 5474.495605
	Iteration 70Q: 3 clusters Score -7625026 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 52795 members 
Entering Unmasked Estep 
Score: -7625153.000000 Penalty: 5474.495605
	Iteration 71Q: 3 clusters Score -7625153 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -7625237.000000 Penalty: 5474.495605
	Iteration 72Q: 3 clusters Score -7625237 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -7625372.500000 Penalty: 5474.495605
	Iteration 73Q: 3 clusters Score -7625372 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -7625466.500000 Penalty: 5474.495605
	Iteration 74Q: 3 clusters Score -7625466 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -7625524.500000 Penalty: 5474.495605
	Iteration 75Q: 3 clusters Score -7625524 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -7625594.500000 Penalty: 5474.495605
	Iteration 76Q: 3 clusters Score -7625594 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -7625665.500000 Penalty: 5474.495605
	Iteration 77Q: 3 clusters Score -7625666 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -7625754.500000 Penalty: 5474.495605
	Iteration 78Q: 3 clusters Score -7625754 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -7625834.500000 Penalty: 5474.495605
	Iteration 79Q: 3 clusters Score -7625834 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -7625914.500000 Penalty: 5474.495605
	Iteration 80F: 3 clusters Score -7625914 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -7626020.000000 Penalty: 5474.495605
	Iteration 81Q: 3 clusters Score -7626020 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -7626114.000000 Penalty: 5474.495605
	Iteration 82Q: 3 clusters Score -7626114 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 57221 members 
Entering Unmasked Estep 
Score: -7626192.000000 Penalty: 5474.495605
	Iteration 83Q: 3 clusters Score -7626192 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
Score: -7626261.500000 Penalty: 5474.495605
	Iteration 84Q: 3 clusters Score -7626262 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 57743 members 
Entering Unmasked Estep 
Score: -7626309.500000 Penalty: 5474.495605
	Iteration 85Q: 3 clusters Score -7626310 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -7626362.000000 Penalty: 5474.495605
	Iteration 86Q: 3 clusters Score -7626362 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -7626421.500000 Penalty: 5474.495605
	Iteration 87Q: 3 clusters Score -7626422 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 58377 members 
Entering Unmasked Estep 
Score: -7626469.000000 Penalty: 5474.495605
	Iteration 88Q: 3 clusters Score -7626469 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -7626520.500000 Penalty: 5474.495605
	Iteration 89Q: 3 clusters Score -7626520 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -7626572.500000 Penalty: 5474.495605
	Iteration 90Q: 3 clusters Score -7626572 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
Score: -7626610.500000 Penalty: 5474.495605
	Iteration 91Q: 3 clusters Score -7626610 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -7626661.500000 Penalty: 5474.495605
	Iteration 92Q: 3 clusters Score -7626662 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 59135 members 
Entering Unmasked Estep 
Score: -7626704.500000 Penalty: 5474.495605
	Iteration 93Q: 3 clusters Score -7626704 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -7626736.500000 Penalty: 5474.495605
	Iteration 94Q: 3 clusters Score -7626736 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -7626778.500000 Penalty: 5474.495605
	Iteration 95Q: 3 clusters Score -7626778 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 59526 members 
Entering Unmasked Estep 
Score: -7626819.500000 Penalty: 5474.495605
	Iteration 96Q: 3 clusters Score -7626820 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 59622 members 
Entering Unmasked Estep 
Score: -7626866.500000 Penalty: 5474.495605
	Iteration 97Q: 3 clusters Score -7626866 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 59730 members 
Entering Unmasked Estep 
Score: -7626929.000000 Penalty: 5474.495605
	Iteration 98Q: 3 clusters Score -7626929 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -7626949.500000 Penalty: 5474.495605
	Iteration 99Q: 3 clusters Score -7626950 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 59892 members 
Entering Unmasked Estep 
Score: -7626949.000000 Penalty: 5474.495605
	Iteration 100F: 3 clusters Score -7626949 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 59963 members 
Entering Unmasked Estep 
Score: -7626959.500000 Penalty: 5474.495605
	Iteration 101Q: 3 clusters Score -7626960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
Score: -7626986.000000 Penalty: 5474.495605
	Iteration 102Q: 3 clusters Score -7626986 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
Score: -7627006.500000 Penalty: 5474.495605
	Iteration 103Q: 3 clusters Score -7627006 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 60132 members 
Entering Unmasked Estep 
Score: -7626992.000000 Penalty: 5474.495605
	Iteration 104Q: 3 clusters Score -7626992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -7626997.000000 Penalty: 5474.495605
	Iteration 105Q: 3 clusters Score -7626997 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 60224 members 
Entering Unmasked Estep 
Score: -7627003.500000 Penalty: 5474.495605
	Iteration 106Q: 3 clusters Score -7627004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -7627025.000000 Penalty: 5474.495605
	Iteration 107Q: 3 clusters Score -7627025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -7627041.000000 Penalty: 5474.495605
	Iteration 108Q: 3 clusters Score -7627041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -7627046.500000 Penalty: 5474.495605
	Iteration 109Q: 3 clusters Score -7627046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 60365 members 
Entering Unmasked Estep 
Score: -7627052.500000 Penalty: 5474.495605
	Iteration 110Q: 3 clusters Score -7627052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 60394 members 
Entering Unmasked Estep 
Score: -7627061.000000 Penalty: 5474.495605
	Iteration 111Q: 3 clusters Score -7627061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 60418 members 
Entering Unmasked Estep 
Score: -7627061.000000 Penalty: 5474.495605
	Iteration 112Q: 3 clusters Score -7627061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -7627058.000000 Penalty: 5474.495605
	Iteration 113Q: 3 clusters Score -7627058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 60471 members 
Entering Unmasked Estep 
Score: -7627053.500000 Penalty: 5474.495605
	Iteration 114Q: 3 clusters Score -7627054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 60497 members 
Entering Unmasked Estep 
Score: -7627075.000000 Penalty: 5474.495605
	Iteration 115Q: 3 clusters Score -7627075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -7627079.500000 Penalty: 5474.495605
	Iteration 116Q: 3 clusters Score -7627080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -7627093.000000 Penalty: 5474.495605
	Iteration 117Q: 3 clusters Score -7627093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -7627100.500000 Penalty: 5474.495605
	Iteration 118Q: 3 clusters Score -7627100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 60601 members 
Entering Unmasked Estep 
Score: -7627100.500000 Penalty: 5474.495605
	Iteration 119Q: 3 clusters Score -7627100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -7627106.000000 Penalty: 5474.495605
	Iteration 120F: 3 clusters Score -7627106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -7627116.000000 Penalty: 5474.495605
	Iteration 121Q: 3 clusters Score -7627116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 60688 members 
Entering Unmasked Estep 
Score: -7627119.000000 Penalty: 5474.495605
	Iteration 122Q: 3 clusters Score -7627119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 60711 members 
Entering Unmasked Estep 
Score: -7627147.000000 Penalty: 5474.495605
	Iteration 123Q: 3 clusters Score -7627147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -7627148.000000 Penalty: 5474.495605
	Iteration 124Q: 3 clusters Score -7627148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -7627161.000000 Penalty: 5474.495605
	Iteration 125Q: 3 clusters Score -7627161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
Score: -7627149.500000 Penalty: 5474.495605
	Iteration 126Q: 3 clusters Score -7627150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -7627148.000000 Penalty: 5474.495605
	Iteration 127Q: 3 clusters Score -7627148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -7627160.000000 Penalty: 5474.495605
	Iteration 128Q: 3 clusters Score -7627160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -7627163.500000 Penalty: 5474.495605
	Iteration 129Q: 3 clusters Score -7627164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -7627171.500000 Penalty: 5474.495605
	Iteration 130Q: 3 clusters Score -7627172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -7627176.500000 Penalty: 5474.495605
	Iteration 131Q: 3 clusters Score -7627176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 60829 members 
Entering Unmasked Estep 
Score: -7627175.500000 Penalty: 5474.495605
	Iteration 132Q: 3 clusters Score -7627176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -7627180.000000 Penalty: 5474.495605
	Iteration 133Q: 3 clusters Score -7627180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 60841 members 
Entering Unmasked Estep 
Score: -7627175.500000 Penalty: 5474.495605
	Iteration 134Q: 3 clusters Score -7627176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -7627175.000000 Penalty: 5474.495605
	Iteration 135Q: 3 clusters Score -7627175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -7627178.000000 Penalty: 5474.495605
	Iteration 136Q: 3 clusters Score -7627178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -7627175.500000 Penalty: 5474.495605
	Iteration 137Q: 3 clusters Score -7627176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -7627169.500000 Penalty: 5474.495605
	Iteration 138Q: 3 clusters Score -7627170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -7627173.000000 Penalty: 5474.495605
	Iteration 139Q: 3 clusters Score -7627173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -7627175.500000 Penalty: 5474.495605
	Iteration 140F: 3 clusters Score -7627176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 60874 members 
Entering Unmasked Estep 
Score: -7627182.500000 Penalty: 5474.495605
	Iteration 141Q: 3 clusters Score -7627182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -7627183.000000 Penalty: 5474.495605
	Iteration 142Q: 3 clusters Score -7627183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -7627182.500000 Penalty: 5474.495605
	Iteration 143Q: 3 clusters Score -7627182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -7627185.500000 Penalty: 5474.495605
	Iteration 144Q: 3 clusters Score -7627186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -7627184.000000 Penalty: 5474.495605
	Iteration 145Q: 3 clusters Score -7627184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -7627189.000000 Penalty: 5474.495605
	Iteration 146Q: 3 clusters Score -7627189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -7627189.000000 Penalty: 5474.495605
	Iteration 147F: 3 clusters Score -7627189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (231218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231218 members 
Entering Unmasked Estep 
Score: -27992712.000000 Penalty: 3063.076904
	Iteration 0F: 2 clusters Score -2.799271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115514 members 
Mstep: Class 2 contains 115704 members 
Entering Unmasked Estep 
Score: -27842686.000000 Penalty: 6126.153809
	Iteration 0F: 3 clusters Score -2.784269e+07 nChanged 111130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111894 members 
Mstep: Class 2 contains 119324 members 
Entering Unmasked Estep 
Score: -27907382.000000 Penalty: 6126.153809
	Iteration 1F: 3 clusters Score -2.790738e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110054 members 
Mstep: Class 2 contains 121164 members 
Entering Unmasked Estep 
Score: -27908744.000000 Penalty: 6126.153809
	Iteration 2Q: 3 clusters Score -2.790874e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107156 members 
Mstep: Class 2 contains 124062 members 
Entering Unmasked Estep 
Score: -27910408.000000 Penalty: 6126.153809
	Iteration 3Q: 3 clusters Score -2.791041e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102834 members 
Mstep: Class 2 contains 128384 members 
Entering Unmasked Estep 
Score: -27912938.000000 Penalty: 6126.153809
	Iteration 4Q: 3 clusters Score -2.791294e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96421 members 
Mstep: Class 2 contains 134797 members 
Entering Unmasked Estep 
Score: -27917424.000000 Penalty: 6126.153809
	Iteration 5Q: 3 clusters Score -2.791742e+07 nChanged 11934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 143817 members 
Entering Unmasked Estep 
Score: -27924384.000000 Penalty: 6126.153809
	Iteration 6F: 3 clusters Score -2.792438e+07 nChanged 14412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 155259 members 
Entering Unmasked Estep 
Score: -27934796.000000 Penalty: 6126.153809
	Iteration 7F: 3 clusters Score -2.79348e+07 nChanged 15612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 167593 members 
Entering Unmasked Estep 
Score: -27947188.000000 Penalty: 6126.153809
	Iteration 8F: 3 clusters Score -2.794719e+07 nChanged 14502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 178757 members 
Entering Unmasked Estep 
Score: -27958844.000000 Penalty: 6126.153809
	Iteration 9F: 3 clusters Score -2.795884e+07 nChanged 11346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 187065 members 
Entering Unmasked Estep 
Score: -27967578.000000 Penalty: 6126.153809
	Iteration 10Q: 3 clusters Score -2.796758e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 193343 members 
Entering Unmasked Estep 
Score: -27973240.000000 Penalty: 6126.153809
	Iteration 11Q: 3 clusters Score -2.797324e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 198354 members 
Entering Unmasked Estep 
Score: -27977340.000000 Penalty: 6126.153809
	Iteration 12Q: 3 clusters Score -2.797734e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 202613 members 
Entering Unmasked Estep 
Score: -27980582.000000 Penalty: 6126.153809
	Iteration 13Q: 3 clusters Score -2.798058e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 206246 members 
Entering Unmasked Estep 
Score: -27983228.000000 Penalty: 6126.153809
	Iteration 14Q: 3 clusters Score -2.798323e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 209265 members 
Entering Unmasked Estep 
Score: -27985338.000000 Penalty: 6126.153809
	Iteration 15Q: 3 clusters Score -2.798534e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 211707 members 
Entering Unmasked Estep 
Score: -27986666.000000 Penalty: 6126.153809
	Iteration 16Q: 3 clusters Score -2.798667e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 213693 members 
Entering Unmasked Estep 
Score: -27987704.000000 Penalty: 6126.153809
	Iteration 17Q: 3 clusters Score -2.79877e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 215296 members 
Entering Unmasked Estep 
Score: -27988434.000000 Penalty: 6126.153809
	Iteration 18Q: 3 clusters Score -2.798843e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 216665 members 
Entering Unmasked Estep 
Score: -27988972.000000 Penalty: 6126.153809
	Iteration 19Q: 3 clusters Score -2.798897e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 217796 members 
Entering Unmasked Estep 
Score: -27989266.000000 Penalty: 6126.153809
	Iteration 20F: 3 clusters Score -2.798927e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 218803 members 
Entering Unmasked Estep 
Score: -27989518.000000 Penalty: 6126.153809
	Iteration 21Q: 3 clusters Score -2.798952e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 219710 members 
Entering Unmasked Estep 
Score: -27989646.000000 Penalty: 6126.153809
	Iteration 22Q: 3 clusters Score -2.798965e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 220514 members 
Entering Unmasked Estep 
Score: -27989758.000000 Penalty: 6126.153809
	Iteration 23Q: 3 clusters Score -2.798976e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 221285 members 
Entering Unmasked Estep 
Score: -27989842.000000 Penalty: 6126.153809
	Iteration 24Q: 3 clusters Score -2.798984e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 221973 members 
Entering Unmasked Estep 
Score: -27989942.000000 Penalty: 6126.153809
	Iteration 25Q: 3 clusters Score -2.798994e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 222636 members 
Entering Unmasked Estep 
Score: -27990026.000000 Penalty: 6126.153809
	Iteration 26Q: 3 clusters Score -2.799003e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 223263 members 
Entering Unmasked Estep 
Score: -27990044.000000 Penalty: 6126.153809
	Iteration 27Q: 3 clusters Score -2.799004e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 223891 members 
Entering Unmasked Estep 
Score: -27990084.000000 Penalty: 6126.153809
	Iteration 28Q: 3 clusters Score -2.799008e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 224471 members 
Entering Unmasked Estep 
Score: -27990208.000000 Penalty: 6126.153809
	Iteration 29Q: 3 clusters Score -2.799021e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 224991 members 
Entering Unmasked Estep 
Score: -27990248.000000 Penalty: 6126.153809
	Iteration 30Q: 3 clusters Score -2.799025e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 225455 members 
Entering Unmasked Estep 
Score: -27990312.000000 Penalty: 6126.153809
	Iteration 31Q: 3 clusters Score -2.799031e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 225896 members 
Entering Unmasked Estep 
Score: -27990204.000000 Penalty: 6126.153809
	Iteration 32Q: 3 clusters Score -2.79902e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 226284 members 
Entering Unmasked Estep 
Score: -27990146.000000 Penalty: 6126.153809
	Iteration 33Q: 3 clusters Score -2.799015e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 226630 members 
Entering Unmasked Estep 
Score: -27990150.000000 Penalty: 6126.153809
	Iteration 34Q: 3 clusters Score -2.799015e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 226926 members 
Entering Unmasked Estep 
Score: -27990168.000000 Penalty: 6126.153809
	Iteration 35Q: 3 clusters Score -2.799017e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 227216 members 
Entering Unmasked Estep 
Score: -27990194.000000 Penalty: 6126.153809
	Iteration 36Q: 3 clusters Score -2.799019e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 227468 members 
Entering Unmasked Estep 
Score: -27990216.000000 Penalty: 6126.153809
	Iteration 37Q: 3 clusters Score -2.799022e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 227715 members 
Entering Unmasked Estep 
Score: -27990184.000000 Penalty: 6126.153809
	Iteration 38Q: 3 clusters Score -2.799018e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 227938 members 
Entering Unmasked Estep 
Score: -27990166.000000 Penalty: 6126.153809
	Iteration 39Q: 3 clusters Score -2.799017e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 228149 members 
Entering Unmasked Estep 
Score: -27990194.000000 Penalty: 6126.153809
	Iteration 40F: 3 clusters Score -2.799019e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 228338 members 
Entering Unmasked Estep 
Score: -27990202.000000 Penalty: 6126.153809
	Iteration 41Q: 3 clusters Score -2.79902e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 228515 members 
Entering Unmasked Estep 
Score: -27990228.000000 Penalty: 6126.153809
	Iteration 42Q: 3 clusters Score -2.799023e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 228685 members 
Entering Unmasked Estep 
Score: -27990252.000000 Penalty: 6126.153809
	Iteration 43Q: 3 clusters Score -2.799025e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 228848 members 
Entering Unmasked Estep 
Score: -27990280.000000 Penalty: 6126.153809
	Iteration 44Q: 3 clusters Score -2.799028e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 228992 members 
Entering Unmasked Estep 
Score: -27990230.000000 Penalty: 6126.153809
	Iteration 45Q: 3 clusters Score -2.799023e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 229122 members 
Entering Unmasked Estep 
Score: -27990224.000000 Penalty: 6126.153809
	Iteration 46Q: 3 clusters Score -2.799022e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 229248 members 
Entering Unmasked Estep 
Score: -27990238.000000 Penalty: 6126.153809
	Iteration 47Q: 3 clusters Score -2.799024e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 229352 members 
Entering Unmasked Estep 
Score: -27990228.000000 Penalty: 6126.153809
	Iteration 48Q: 3 clusters Score -2.799023e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 229437 members 
Entering Unmasked Estep 
Score: -27990214.000000 Penalty: 6126.153809
	Iteration 49Q: 3 clusters Score -2.799021e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 229507 members 
Entering Unmasked Estep 
Score: -27990214.000000 Penalty: 6126.153809
	Iteration 50Q: 3 clusters Score -2.799021e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 229574 members 
Entering Unmasked Estep 
Score: -27990252.000000 Penalty: 6126.153809
	Iteration 51Q: 3 clusters Score -2.799025e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 229635 members 
Entering Unmasked Estep 
Score: -27990260.000000 Penalty: 6126.153809
	Iteration 52Q: 3 clusters Score -2.799026e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 229692 members 
Entering Unmasked Estep 
Score: -27990270.000000 Penalty: 6126.153809
	Iteration 53Q: 3 clusters Score -2.799027e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 229747 members 
Entering Unmasked Estep 
Score: -27990326.000000 Penalty: 6126.153809
	Iteration 54Q: 3 clusters Score -2.799033e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 229797 members 
Entering Unmasked Estep 
Score: -27990334.000000 Penalty: 6126.153809
	Iteration 55Q: 3 clusters Score -2.799033e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 229853 members 
Entering Unmasked Estep 
Score: -27990342.000000 Penalty: 6126.153809
	Iteration 56Q: 3 clusters Score -2.799034e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 229910 members 
Entering Unmasked Estep 
Score: -27990334.000000 Penalty: 6126.153809
	Iteration 57Q: 3 clusters Score -2.799033e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 229958 members 
Entering Unmasked Estep 
Score: -27990346.000000 Penalty: 6126.153809
	Iteration 58Q: 3 clusters Score -2.799035e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 230008 members 
Entering Unmasked Estep 
Score: -27990340.000000 Penalty: 6126.153809
	Iteration 59Q: 3 clusters Score -2.799034e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 230039 members 
Entering Unmasked Estep 
Score: -27990344.000000 Penalty: 6126.153809
	Iteration 60F: 3 clusters Score -2.799034e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 230064 members 
Entering Unmasked Estep 
Score: -27990322.000000 Penalty: 6126.153809
	Iteration 61Q: 3 clusters Score -2.799032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 230079 members 
Entering Unmasked Estep 
Score: -27990336.000000 Penalty: 6126.153809
	Iteration 62Q: 3 clusters Score -2.799034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 230093 members 
Entering Unmasked Estep 
Score: -27990328.000000 Penalty: 6126.153809
	Iteration 63Q: 3 clusters Score -2.799033e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 230106 members 
Entering Unmasked Estep 
Score: -27990344.000000 Penalty: 6126.153809
	Iteration 64Q: 3 clusters Score -2.799034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 230121 members 
Entering Unmasked Estep 
Score: -27990346.000000 Penalty: 6126.153809
	Iteration 65Q: 3 clusters Score -2.799035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 230130 members 
Entering Unmasked Estep 
Score: -27990364.000000 Penalty: 6126.153809
	Iteration 66Q: 3 clusters Score -2.799036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 230138 members 
Entering Unmasked Estep 
Score: -27990352.000000 Penalty: 6126.153809
	Iteration 67Q: 3 clusters Score -2.799035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 230144 members 
Entering Unmasked Estep 
Score: -27990340.000000 Penalty: 6126.153809
	Iteration 68Q: 3 clusters Score -2.799034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 230154 members 
Entering Unmasked Estep 
Score: -27990360.000000 Penalty: 6126.153809
	Iteration 69Q: 3 clusters Score -2.799036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 230162 members 
Entering Unmasked Estep 
Score: -27990372.000000 Penalty: 6126.153809
	Iteration 70Q: 3 clusters Score -2.799037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 230167 members 
Entering Unmasked Estep 
Score: -27990362.000000 Penalty: 6126.153809
	Iteration 71Q: 3 clusters Score -2.799036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 230173 members 
Entering Unmasked Estep 
Score: -27990370.000000 Penalty: 6126.153809
	Iteration 72Q: 3 clusters Score -2.799037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 230179 members 
Entering Unmasked Estep 
Score: -27990364.000000 Penalty: 6126.153809
	Iteration 73Q: 3 clusters Score -2.799036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 230187 members 
Entering Unmasked Estep 
Score: -27990356.000000 Penalty: 6126.153809
	Iteration 74Q: 3 clusters Score -2.799036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 230197 members 
Entering Unmasked Estep 
Score: -27990352.000000 Penalty: 6126.153809
	Iteration 75Q: 3 clusters Score -2.799035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 230204 members 
Entering Unmasked Estep 
Score: -27990348.000000 Penalty: 6126.153809
	Iteration 76Q: 3 clusters Score -2.799035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 230207 members 
Entering Unmasked Estep 
Score: -27990356.000000 Penalty: 6126.153809
	Iteration 77Q: 3 clusters Score -2.799036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 230209 members 
Entering Unmasked Estep 
Score: -27990360.000000 Penalty: 6126.153809
	Iteration 78Q: 3 clusters Score -2.799036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 230216 members 
Entering Unmasked Estep 
Score: -27990374.000000 Penalty: 6126.153809
	Iteration 79Q: 3 clusters Score -2.799037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 230220 members 
Entering Unmasked Estep 
Score: -27990376.000000 Penalty: 6126.153809
	Iteration 80F: 3 clusters Score -2.799038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 230224 members 
Entering Unmasked Estep 
Score: -27990382.000000 Penalty: 6126.153809
	Iteration 81Q: 3 clusters Score -2.799038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 230230 members 
Entering Unmasked Estep 
Score: -27990372.000000 Penalty: 6126.153809
	Iteration 82Q: 3 clusters Score -2.799037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 230235 members 
Entering Unmasked Estep 
Score: -27990362.000000 Penalty: 6126.153809
	Iteration 83Q: 3 clusters Score -2.799036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 230240 members 
Entering Unmasked Estep 
Score: -27990334.000000 Penalty: 6126.153809
	Iteration 84Q: 3 clusters Score -2.799033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 230242 members 
Entering Unmasked Estep 
Score: -27990344.000000 Penalty: 6126.153809
	Iteration 85Q: 3 clusters Score -2.799034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 230242 members 
Entering Unmasked Estep 
Score: -27990344.000000 Penalty: 6126.153809
	Iteration 86F: 3 clusters Score -2.799034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Entering Unmasked Estep 
Score: -446827.906250 Penalty: 2041.842896
	Iteration 0F: 2 clusters Score -446827.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -443121.656250 Penalty: 4083.685791
	Iteration 0F: 3 clusters Score -443121.7 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -443987.718750 Penalty: 4083.685791
	Iteration 1F: 3 clusters Score -443987.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -444182.093750 Penalty: 4083.685791
	Iteration 2F: 3 clusters Score -444182.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -444281.593750 Penalty: 4083.685791
	Iteration 3Q: 3 clusters Score -444281.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -444338.218750 Penalty: 4083.685791
	Iteration 4Q: 3 clusters Score -444338.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -444379.250000 Penalty: 4083.685791
	Iteration 5Q: 3 clusters Score -444379.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -444414.343750 Penalty: 4083.685791
	Iteration 6Q: 3 clusters Score -444414.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -444443.406250 Penalty: 4083.685791
	Iteration 7Q: 3 clusters Score -444443.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -444470.843750 Penalty: 4083.685791
	Iteration 8Q: 3 clusters Score -444470.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -444492.218750 Penalty: 4083.685791
	Iteration 9Q: 3 clusters Score -444492.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -444508.343750 Penalty: 4083.685791
	Iteration 10Q: 3 clusters Score -444508.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -444521.031250 Penalty: 4083.685791
	Iteration 11Q: 3 clusters Score -444521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -444533.843750 Penalty: 4083.685791
	Iteration 12Q: 3 clusters Score -444533.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -444541.250000 Penalty: 4083.685791
	Iteration 13Q: 3 clusters Score -444541.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -444549.093750 Penalty: 4083.685791
	Iteration 14Q: 3 clusters Score -444549.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -444556.437500 Penalty: 4083.685791
	Iteration 15Q: 3 clusters Score -444556.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -444564.312500 Penalty: 4083.685791
	Iteration 16Q: 3 clusters Score -444564.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -444571.312500 Penalty: 4083.685791
	Iteration 17Q: 3 clusters Score -444571.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -444573.531250 Penalty: 4083.685791
	Iteration 18Q: 3 clusters Score -444573.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -444578.437500 Penalty: 4083.685791
	Iteration 19Q: 3 clusters Score -444578.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -444579.968750 Penalty: 4083.685791
	Iteration 20F: 3 clusters Score -444580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -444584.000000 Penalty: 4083.685791
	Iteration 21Q: 3 clusters Score -444584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -444592.343750 Penalty: 4083.685791
	Iteration 22Q: 3 clusters Score -444592.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -444600.406250 Penalty: 4083.685791
	Iteration 23Q: 3 clusters Score -444600.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -444609.562500 Penalty: 4083.685791
	Iteration 24Q: 3 clusters Score -444609.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -444619.687500 Penalty: 4083.685791
	Iteration 25Q: 3 clusters Score -444619.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -444629.781250 Penalty: 4083.685791
	Iteration 26Q: 3 clusters Score -444629.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -444638.031250 Penalty: 4083.685791
	Iteration 27Q: 3 clusters Score -444638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -444649.250000 Penalty: 4083.685791
	Iteration 28Q: 3 clusters Score -444649.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -444659.781250 Penalty: 4083.685791
	Iteration 29Q: 3 clusters Score -444659.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -444669.687500 Penalty: 4083.685791
	Iteration 30Q: 3 clusters Score -444669.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -444678.437500 Penalty: 4083.685791
	Iteration 31Q: 3 clusters Score -444678.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -444689.125000 Penalty: 4083.685791
	Iteration 32Q: 3 clusters Score -444689.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -444705.968750 Penalty: 4083.685791
	Iteration 33Q: 3 clusters Score -444706 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -444727.062500 Penalty: 4083.685791
	Iteration 34Q: 3 clusters Score -444727.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -444747.343750 Penalty: 4083.685791
	Iteration 35Q: 3 clusters Score -444747.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -444767.937500 Penalty: 4083.685791
	Iteration 36Q: 3 clusters Score -444767.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -444786.937500 Penalty: 4083.685791
	Iteration 37Q: 3 clusters Score -444786.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -444812.218750 Penalty: 4083.685791
	Iteration 38Q: 3 clusters Score -444812.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -444835.343750 Penalty: 4083.685791
	Iteration 39Q: 3 clusters Score -444835.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -444865.281250 Penalty: 4083.685791
	Iteration 40F: 3 clusters Score -444865.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -444882.437500 Penalty: 4083.685791
	Iteration 41Q: 3 clusters Score -444882.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -444898.531250 Penalty: 4083.685791
	Iteration 42Q: 3 clusters Score -444898.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -444917.187500 Penalty: 4083.685791
	Iteration 43Q: 3 clusters Score -444917.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -444936.843750 Penalty: 4083.685791
	Iteration 44Q: 3 clusters Score -444936.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -444953.468750 Penalty: 4083.685791
	Iteration 45Q: 3 clusters Score -444953.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -444969.843750 Penalty: 4083.685791
	Iteration 46Q: 3 clusters Score -444969.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -444978.375000 Penalty: 4083.685791
	Iteration 47Q: 3 clusters Score -444978.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -444986.593750 Penalty: 4083.685791
	Iteration 48Q: 3 clusters Score -444986.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -444991.468750 Penalty: 4083.685791
	Iteration 49Q: 3 clusters Score -444991.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -444994.718750 Penalty: 4083.685791
	Iteration 50Q: 3 clusters Score -444994.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -444998.875000 Penalty: 4083.685791
	Iteration 51Q: 3 clusters Score -444998.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -445003.781250 Penalty: 4083.685791
	Iteration 52Q: 3 clusters Score -445003.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -445011.625000 Penalty: 4083.685791
	Iteration 53Q: 3 clusters Score -445011.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -445020.406250 Penalty: 4083.685791
	Iteration 54Q: 3 clusters Score -445020.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -445033.000000 Penalty: 4083.685791
	Iteration 55Q: 3 clusters Score -445033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -445052.312500 Penalty: 4083.685791
	Iteration 56Q: 3 clusters Score -445052.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -445067.687500 Penalty: 4083.685791
	Iteration 57Q: 3 clusters Score -445067.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -445073.968750 Penalty: 4083.685791
	Iteration 58Q: 3 clusters Score -445074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -445076.406250 Penalty: 4083.685791
	Iteration 59Q: 3 clusters Score -445076.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -445079.812500 Penalty: 4083.685791
	Iteration 60F: 3 clusters Score -445079.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -445083.906250 Penalty: 4083.685791
	Iteration 61Q: 3 clusters Score -445083.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -445090.250000 Penalty: 4083.685791
	Iteration 62Q: 3 clusters Score -445090.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -445092.843750 Penalty: 4083.685791
	Iteration 63Q: 3 clusters Score -445092.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -445095.687500 Penalty: 4083.685791
	Iteration 64Q: 3 clusters Score -445095.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -445098.437500 Penalty: 4083.685791
	Iteration 65Q: 3 clusters Score -445098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -445102.250000 Penalty: 4083.685791
	Iteration 66Q: 3 clusters Score -445102.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -445105.531250 Penalty: 4083.685791
	Iteration 67Q: 3 clusters Score -445105.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -445108.125000 Penalty: 4083.685791
	Iteration 68Q: 3 clusters Score -445108.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -445111.406250 Penalty: 4083.685791
	Iteration 69Q: 3 clusters Score -445111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -445113.750000 Penalty: 4083.685791
	Iteration 70Q: 3 clusters Score -445113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -445115.437500 Penalty: 4083.685791
	Iteration 71Q: 3 clusters Score -445115.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -445115.437500 Penalty: 4083.685791
	Iteration 72F: 3 clusters Score -445115.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (112305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112305 members 
Entering Unmasked Estep 
Score: -13719151.000000 Penalty: 2883.985596
	Iteration 0F: 2 clusters Score -1.371915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 56170 members 
Entering Unmasked Estep 
Score: -13643953.000000 Penalty: 5767.971191
	Iteration 0F: 3 clusters Score -1.364395e+07 nChanged 53296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 56366 members 
Entering Unmasked Estep 
Score: -13674728.000000 Penalty: 5767.971191
	Iteration 1F: 3 clusters Score -1.367473e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -13675714.000000 Penalty: 5767.971191
	Iteration 2Q: 3 clusters Score -1.367571e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
Score: -13676849.000000 Penalty: 5767.971191
	Iteration 3Q: 3 clusters Score -1.367685e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -13677983.000000 Penalty: 5767.971191
	Iteration 4Q: 3 clusters Score -1.367798e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -13679449.000000 Penalty: 5767.971191
	Iteration 5Q: 3 clusters Score -1.367945e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -13681533.000000 Penalty: 5767.971191
	Iteration 6Q: 3 clusters Score -1.368153e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59969 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -13684526.000000 Penalty: 5767.971191
	Iteration 7F: 3 clusters Score -1.368453e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62121 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -13689006.000000 Penalty: 5767.971191
	Iteration 8F: 3 clusters Score -1.368901e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64720 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -13694870.000000 Penalty: 5767.971191
	Iteration 9F: 3 clusters Score -1.369487e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66954 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -13700012.000000 Penalty: 5767.971191
	Iteration 10F: 3 clusters Score -1.370001e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68640 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -13702750.000000 Penalty: 5767.971191
	Iteration 11Q: 3 clusters Score -1.370275e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -13703975.000000 Penalty: 5767.971191
	Iteration 12Q: 3 clusters Score -1.370398e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71462 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -13704744.000000 Penalty: 5767.971191
	Iteration 13Q: 3 clusters Score -1.370474e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -13705409.000000 Penalty: 5767.971191
	Iteration 14Q: 3 clusters Score -1.370541e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74358 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -13706049.000000 Penalty: 5767.971191
	Iteration 15Q: 3 clusters Score -1.370605e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75962 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -13706765.000000 Penalty: 5767.971191
	Iteration 16Q: 3 clusters Score -1.370676e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77525 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -13707541.000000 Penalty: 5767.971191
	Iteration 17Q: 3 clusters Score -1.370754e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79079 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -13708209.000000 Penalty: 5767.971191
	Iteration 18Q: 3 clusters Score -1.370821e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80623 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -13708723.000000 Penalty: 5767.971191
	Iteration 19Q: 3 clusters Score -1.370872e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82195 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -13709292.000000 Penalty: 5767.971191
	Iteration 20F: 3 clusters Score -1.370929e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83661 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -13709866.000000 Penalty: 5767.971191
	Iteration 21Q: 3 clusters Score -1.370987e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85073 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -13710276.000000 Penalty: 5767.971191
	Iteration 22Q: 3 clusters Score -1.371028e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86428 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -13710618.000000 Penalty: 5767.971191
	Iteration 23Q: 3 clusters Score -1.371062e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87749 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -13710942.000000 Penalty: 5767.971191
	Iteration 24Q: 3 clusters Score -1.371094e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89023 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -13711376.000000 Penalty: 5767.971191
	Iteration 25Q: 3 clusters Score -1.371138e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90329 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -13711701.000000 Penalty: 5767.971191
	Iteration 26Q: 3 clusters Score -1.37117e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -13712218.000000 Penalty: 5767.971191
	Iteration 27Q: 3 clusters Score -1.371222e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92806 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -13712562.000000 Penalty: 5767.971191
	Iteration 28Q: 3 clusters Score -1.371256e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93983 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -13712839.000000 Penalty: 5767.971191
	Iteration 29Q: 3 clusters Score -1.371284e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95100 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -13713143.000000 Penalty: 5767.971191
	Iteration 30Q: 3 clusters Score -1.371314e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96155 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -13713422.000000 Penalty: 5767.971191
	Iteration 31Q: 3 clusters Score -1.371342e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97228 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -13713706.000000 Penalty: 5767.971191
	Iteration 32Q: 3 clusters Score -1.371371e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98250 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -13714074.000000 Penalty: 5767.971191
	Iteration 33Q: 3 clusters Score -1.371407e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99225 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -13714389.000000 Penalty: 5767.971191
	Iteration 34Q: 3 clusters Score -1.371439e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100123 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -13714567.000000 Penalty: 5767.971191
	Iteration 35Q: 3 clusters Score -1.371457e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100971 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -13714851.000000 Penalty: 5767.971191
	Iteration 36Q: 3 clusters Score -1.371485e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101759 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -13715058.000000 Penalty: 5767.971191
	Iteration 37Q: 3 clusters Score -1.371506e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102527 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -13715255.000000 Penalty: 5767.971191
	Iteration 38Q: 3 clusters Score -1.371526e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103228 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -13715461.000000 Penalty: 5767.971191
	Iteration 39Q: 3 clusters Score -1.371546e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103874 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -13715600.000000 Penalty: 5767.971191
	Iteration 40F: 3 clusters Score -1.37156e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104496 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -13715763.000000 Penalty: 5767.971191
	Iteration 41Q: 3 clusters Score -1.371576e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105064 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -13715919.000000 Penalty: 5767.971191
	Iteration 42Q: 3 clusters Score -1.371592e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105546 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -13716048.000000 Penalty: 5767.971191
	Iteration 43Q: 3 clusters Score -1.371605e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106015 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -13716195.000000 Penalty: 5767.971191
	Iteration 44Q: 3 clusters Score -1.37162e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106465 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -13716352.000000 Penalty: 5767.971191
	Iteration 45Q: 3 clusters Score -1.371635e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106886 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -13716412.000000 Penalty: 5767.971191
	Iteration 46Q: 3 clusters Score -1.371641e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107248 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -13716505.000000 Penalty: 5767.971191
	Iteration 47Q: 3 clusters Score -1.37165e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107596 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -13716608.000000 Penalty: 5767.971191
	Iteration 48Q: 3 clusters Score -1.371661e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107902 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -13716700.000000 Penalty: 5767.971191
	Iteration 49Q: 3 clusters Score -1.37167e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108150 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -13716725.000000 Penalty: 5767.971191
	Iteration 50Q: 3 clusters Score -1.371672e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108373 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -13716813.000000 Penalty: 5767.971191
	Iteration 51Q: 3 clusters Score -1.371681e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -13716846.000000 Penalty: 5767.971191
	Iteration 52Q: 3 clusters Score -1.371685e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108734 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -13716860.000000 Penalty: 5767.971191
	Iteration 53Q: 3 clusters Score -1.371686e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108868 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -13716908.000000 Penalty: 5767.971191
	Iteration 54Q: 3 clusters Score -1.371691e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108992 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -13716952.000000 Penalty: 5767.971191
	Iteration 55Q: 3 clusters Score -1.371695e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109111 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -13716972.000000 Penalty: 5767.971191
	Iteration 56Q: 3 clusters Score -1.371697e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109215 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -13717003.000000 Penalty: 5767.971191
	Iteration 57Q: 3 clusters Score -1.3717e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109313 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -13717032.000000 Penalty: 5767.971191
	Iteration 58Q: 3 clusters Score -1.371703e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109393 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -13717061.000000 Penalty: 5767.971191
	Iteration 59Q: 3 clusters Score -1.371706e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109459 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -13717069.000000 Penalty: 5767.971191
	Iteration 60F: 3 clusters Score -1.371707e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109521 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -13717082.000000 Penalty: 5767.971191
	Iteration 61Q: 3 clusters Score -1.371708e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109582 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -13717108.000000 Penalty: 5767.971191
	Iteration 62Q: 3 clusters Score -1.371711e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109632 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -13717128.000000 Penalty: 5767.971191
	Iteration 63Q: 3 clusters Score -1.371713e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109670 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -13717123.000000 Penalty: 5767.971191
	Iteration 64Q: 3 clusters Score -1.371712e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109704 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -13717133.000000 Penalty: 5767.971191
	Iteration 65Q: 3 clusters Score -1.371713e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109740 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -13717130.000000 Penalty: 5767.971191
	Iteration 66Q: 3 clusters Score -1.371713e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109772 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -13717147.000000 Penalty: 5767.971191
	Iteration 67Q: 3 clusters Score -1.371715e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109800 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -13717174.000000 Penalty: 5767.971191
	Iteration 68Q: 3 clusters Score -1.371717e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109825 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -13717179.000000 Penalty: 5767.971191
	Iteration 69Q: 3 clusters Score -1.371718e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109851 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -13717198.000000 Penalty: 5767.971191
	Iteration 70Q: 3 clusters Score -1.37172e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109886 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -13717176.000000 Penalty: 5767.971191
	Iteration 71Q: 3 clusters Score -1.371718e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109914 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -13717191.000000 Penalty: 5767.971191
	Iteration 72Q: 3 clusters Score -1.371719e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109935 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -13717186.000000 Penalty: 5767.971191
	Iteration 73Q: 3 clusters Score -1.371719e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109953 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -13717199.000000 Penalty: 5767.971191
	Iteration 74Q: 3 clusters Score -1.37172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109968 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -13717210.000000 Penalty: 5767.971191
	Iteration 75Q: 3 clusters Score -1.371721e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109984 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -13717204.000000 Penalty: 5767.971191
	Iteration 76Q: 3 clusters Score -1.37172e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110005 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -13717218.000000 Penalty: 5767.971191
	Iteration 77Q: 3 clusters Score -1.371722e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110030 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -13717226.000000 Penalty: 5767.971191
	Iteration 78Q: 3 clusters Score -1.371723e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -13717221.000000 Penalty: 5767.971191
	Iteration 79Q: 3 clusters Score -1.371722e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110080 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -13717225.000000 Penalty: 5767.971191
	Iteration 80F: 3 clusters Score -1.371722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110100 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -13717230.000000 Penalty: 5767.971191
	Iteration 81Q: 3 clusters Score -1.371723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110113 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -13717224.000000 Penalty: 5767.971191
	Iteration 82Q: 3 clusters Score -1.371722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110126 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -13717227.000000 Penalty: 5767.971191
	Iteration 83Q: 3 clusters Score -1.371723e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110142 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -13717255.000000 Penalty: 5767.971191
	Iteration 84Q: 3 clusters Score -1.371726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110156 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -13717259.000000 Penalty: 5767.971191
	Iteration 85Q: 3 clusters Score -1.371726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110166 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -13717272.000000 Penalty: 5767.971191
	Iteration 86Q: 3 clusters Score -1.371727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110172 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -13717279.000000 Penalty: 5767.971191
	Iteration 87Q: 3 clusters Score -1.371728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110174 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -13717266.000000 Penalty: 5767.971191
	Iteration 88Q: 3 clusters Score -1.371727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110174 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -13717266.000000 Penalty: 5767.971191
	Iteration 89F: 3 clusters Score -1.371727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Entering Unmasked Estep 
Score: -1342008.250000 Penalty: 2319.665039
	Iteration 0F: 2 clusters Score -1342008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1333342.750000 Penalty: 4639.330078
	Iteration 0F: 3 clusters Score -1333343 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1335830.250000 Penalty: 4639.330078
	Iteration 1F: 3 clusters Score -1335830 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1336106.125000 Penalty: 4639.330078
	Iteration 2F: 3 clusters Score -1336106 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1336329.875000 Penalty: 4639.330078
	Iteration 3Q: 3 clusters Score -1336330 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1336497.000000 Penalty: 4639.330078
	Iteration 4Q: 3 clusters Score -1336497 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1336639.875000 Penalty: 4639.330078
	Iteration 5Q: 3 clusters Score -1336640 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1336766.500000 Penalty: 4639.330078
	Iteration 6Q: 3 clusters Score -1336766 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1336874.250000 Penalty: 4639.330078
	Iteration 7Q: 3 clusters Score -1336874 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1336972.750000 Penalty: 4639.330078
	Iteration 8Q: 3 clusters Score -1336973 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1337052.000000 Penalty: 4639.330078
	Iteration 9Q: 3 clusters Score -1337052 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1337130.875000 Penalty: 4639.330078
	Iteration 10Q: 3 clusters Score -1337131 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1337216.250000 Penalty: 4639.330078
	Iteration 11Q: 3 clusters Score -1337216 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1337323.750000 Penalty: 4639.330078
	Iteration 12Q: 3 clusters Score -1337324 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1337468.250000 Penalty: 4639.330078
	Iteration 13Q: 3 clusters Score -1337468 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1337643.500000 Penalty: 4639.330078
	Iteration 14Q: 3 clusters Score -1337644 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1337861.500000 Penalty: 4639.330078
	Iteration 15Q: 3 clusters Score -1337862 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1338130.625000 Penalty: 4639.330078
	Iteration 16Q: 3 clusters Score -1338131 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1338445.125000 Penalty: 4639.330078
	Iteration 17Q: 3 clusters Score -1338445 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1338793.500000 Penalty: 4639.330078
	Iteration 18Q: 3 clusters Score -1338794 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1339084.875000 Penalty: 4639.330078
	Iteration 19Q: 3 clusters Score -1339085 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1339332.875000 Penalty: 4639.330078
	Iteration 20F: 3 clusters Score -1339333 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1339514.875000 Penalty: 4639.330078
	Iteration 21Q: 3 clusters Score -1339515 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1339663.125000 Penalty: 4639.330078
	Iteration 22Q: 3 clusters Score -1339663 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1339759.250000 Penalty: 4639.330078
	Iteration 23Q: 3 clusters Score -1339759 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1339832.125000 Penalty: 4639.330078
	Iteration 24Q: 3 clusters Score -1339832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1339873.875000 Penalty: 4639.330078
	Iteration 25Q: 3 clusters Score -1339874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1339907.625000 Penalty: 4639.330078
	Iteration 26Q: 3 clusters Score -1339908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1339937.250000 Penalty: 4639.330078
	Iteration 27Q: 3 clusters Score -1339937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1339954.125000 Penalty: 4639.330078
	Iteration 28Q: 3 clusters Score -1339954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1339964.250000 Penalty: 4639.330078
	Iteration 29Q: 3 clusters Score -1339964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1339976.875000 Penalty: 4639.330078
	Iteration 30Q: 3 clusters Score -1339977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1339984.125000 Penalty: 4639.330078
	Iteration 31Q: 3 clusters Score -1339984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1339987.750000 Penalty: 4639.330078
	Iteration 32Q: 3 clusters Score -1339988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1339989.875000 Penalty: 4639.330078
	Iteration 33Q: 3 clusters Score -1339990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1339992.500000 Penalty: 4639.330078
	Iteration 34Q: 3 clusters Score -1339992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1339996.125000 Penalty: 4639.330078
	Iteration 35Q: 3 clusters Score -1339996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1339998.500000 Penalty: 4639.330078
	Iteration 36Q: 3 clusters Score -1339998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1340007.250000 Penalty: 4639.330078
	Iteration 37Q: 3 clusters Score -1340007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1340014.000000 Penalty: 4639.330078
	Iteration 38Q: 3 clusters Score -1340014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1340016.250000 Penalty: 4639.330078
	Iteration 39Q: 3 clusters Score -1340016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1340024.000000 Penalty: 4639.330078
	Iteration 40F: 3 clusters Score -1340024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1340029.500000 Penalty: 4639.330078
	Iteration 41Q: 3 clusters Score -1340030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1340031.250000 Penalty: 4639.330078
	Iteration 42Q: 3 clusters Score -1340031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1340033.250000 Penalty: 4639.330078
	Iteration 43Q: 3 clusters Score -1340033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1340033.875000 Penalty: 4639.330078
	Iteration 44Q: 3 clusters Score -1340034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1340035.500000 Penalty: 4639.330078
	Iteration 45Q: 3 clusters Score -1340036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1340037.750000 Penalty: 4639.330078
	Iteration 46Q: 3 clusters Score -1340038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1340040.000000 Penalty: 4639.330078
	Iteration 47Q: 3 clusters Score -1340040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1340042.750000 Penalty: 4639.330078
	Iteration 48Q: 3 clusters Score -1340043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1340045.000000 Penalty: 4639.330078
	Iteration 49Q: 3 clusters Score -1340045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1340044.625000 Penalty: 4639.330078
	Iteration 50Q: 3 clusters Score -1340045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1340048.375000 Penalty: 4639.330078
	Iteration 51Q: 3 clusters Score -1340048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1340051.250000 Penalty: 4639.330078
	Iteration 52Q: 3 clusters Score -1340051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1340053.625000 Penalty: 4639.330078
	Iteration 53Q: 3 clusters Score -1340054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1340055.500000 Penalty: 4639.330078
	Iteration 54Q: 3 clusters Score -1340056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1340055.500000 Penalty: 4639.330078
	Iteration 55F: 3 clusters Score -1340056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (200784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200784 members 
Entering Unmasked Estep 
Score: -24406442.000000 Penalty: 3028.076172
	Iteration 0F: 2 clusters Score -2.440644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100708 members 
Mstep: Class 2 contains 100076 members 
Entering Unmasked Estep 
Score: -24276504.000000 Penalty: 6056.152344
	Iteration 0F: 3 clusters Score -2.42765e+07 nChanged 96557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103833 members 
Mstep: Class 2 contains 96951 members 
Entering Unmasked Estep 
Score: -24332826.000000 Penalty: 6056.152344
	Iteration 1F: 3 clusters Score -2.433283e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106485 members 
Mstep: Class 2 contains 94299 members 
Entering Unmasked Estep 
Score: -24333970.000000 Penalty: 6056.152344
	Iteration 2Q: 3 clusters Score -2.433397e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110383 members 
Mstep: Class 2 contains 90401 members 
Entering Unmasked Estep 
Score: -24335430.000000 Penalty: 6056.152344
	Iteration 3Q: 3 clusters Score -2.433543e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116183 members 
Mstep: Class 2 contains 84601 members 
Entering Unmasked Estep 
Score: -24338006.000000 Penalty: 6056.152344
	Iteration 4Q: 3 clusters Score -2.433801e+07 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124871 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -24342426.000000 Penalty: 6056.152344
	Iteration 5Q: 3 clusters Score -2.434243e+07 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137312 members 
Mstep: Class 2 contains 63472 members 
Entering Unmasked Estep 
Score: -24350576.000000 Penalty: 6056.152344
	Iteration 6F: 3 clusters Score -2.435058e+07 nChanged 16417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153515 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -24363642.000000 Penalty: 6056.152344
	Iteration 7F: 3 clusters Score -2.436364e+07 nChanged 17633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171040 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -24378608.000000 Penalty: 6056.152344
	Iteration 8F: 3 clusters Score -2.437861e+07 nChanged 14198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185178 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -24391700.000000 Penalty: 6056.152344
	Iteration 9F: 3 clusters Score -2.43917e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193532 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -24399084.000000 Penalty: 6056.152344
	Iteration 10Q: 3 clusters Score -2.439908e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197232 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -24402150.000000 Penalty: 6056.152344
	Iteration 11Q: 3 clusters Score -2.440215e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198626 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -24403284.000000 Penalty: 6056.152344
	Iteration 12Q: 3 clusters Score -2.440328e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199196 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -24403694.000000 Penalty: 6056.152344
	Iteration 13Q: 3 clusters Score -2.440369e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199458 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -24403876.000000 Penalty: 6056.152344
	Iteration 14Q: 3 clusters Score -2.440388e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199592 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -24404132.000000 Penalty: 6056.152344
	Iteration 15Q: 3 clusters Score -2.440413e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199650 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -24404218.000000 Penalty: 6056.152344
	Iteration 16Q: 3 clusters Score -2.440422e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199692 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -24404314.000000 Penalty: 6056.152344
	Iteration 17Q: 3 clusters Score -2.440431e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199716 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -24404370.000000 Penalty: 6056.152344
	Iteration 18Q: 3 clusters Score -2.440437e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199731 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -24404402.000000 Penalty: 6056.152344
	Iteration 19Q: 3 clusters Score -2.44044e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199741 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -24404428.000000 Penalty: 6056.152344
	Iteration 20F: 3 clusters Score -2.440443e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199725 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -24404502.000000 Penalty: 6056.152344
	Iteration 21Q: 3 clusters Score -2.44045e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199713 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -24404506.000000 Penalty: 6056.152344
	Iteration 22Q: 3 clusters Score -2.440451e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199699 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -24404548.000000 Penalty: 6056.152344
	Iteration 23Q: 3 clusters Score -2.440455e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199691 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -24404526.000000 Penalty: 6056.152344
	Iteration 24Q: 3 clusters Score -2.440453e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199688 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -24404570.000000 Penalty: 6056.152344
	Iteration 25Q: 3 clusters Score -2.440457e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199678 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -24404578.000000 Penalty: 6056.152344
	Iteration 26Q: 3 clusters Score -2.440458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199669 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -24404574.000000 Penalty: 6056.152344
	Iteration 27Q: 3 clusters Score -2.440457e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199668 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -24404584.000000 Penalty: 6056.152344
	Iteration 28Q: 3 clusters Score -2.440458e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199660 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -24404594.000000 Penalty: 6056.152344
	Iteration 29Q: 3 clusters Score -2.440459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199662 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -24404610.000000 Penalty: 6056.152344
	Iteration 30Q: 3 clusters Score -2.440461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199663 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -24404606.000000 Penalty: 6056.152344
	Iteration 31Q: 3 clusters Score -2.440461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199664 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -24404620.000000 Penalty: 6056.152344
	Iteration 32Q: 3 clusters Score -2.440462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199662 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -24404612.000000 Penalty: 6056.152344
	Iteration 33Q: 3 clusters Score -2.440461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199660 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -24404592.000000 Penalty: 6056.152344
	Iteration 34Q: 3 clusters Score -2.440459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199657 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -24404586.000000 Penalty: 6056.152344
	Iteration 35Q: 3 clusters Score -2.440459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199651 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -24404600.000000 Penalty: 6056.152344
	Iteration 36Q: 3 clusters Score -2.44046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199653 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -24404596.000000 Penalty: 6056.152344
	Iteration 37Q: 3 clusters Score -2.44046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199652 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -24404604.000000 Penalty: 6056.152344
	Iteration 38Q: 3 clusters Score -2.44046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199650 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -24404594.000000 Penalty: 6056.152344
	Iteration 39Q: 3 clusters Score -2.440459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199648 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -24404620.000000 Penalty: 6056.152344
	Iteration 40F: 3 clusters Score -2.440462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199649 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -24404614.000000 Penalty: 6056.152344
	Iteration 41Q: 3 clusters Score -2.440461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199650 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -24404610.000000 Penalty: 6056.152344
	Iteration 42Q: 3 clusters Score -2.440461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199650 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -24404602.000000 Penalty: 6056.152344
	Iteration 43Q: 3 clusters Score -2.44046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199646 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -24404604.000000 Penalty: 6056.152344
	Iteration 44Q: 3 clusters Score -2.44046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199644 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -24404622.000000 Penalty: 6056.152344
	Iteration 45Q: 3 clusters Score -2.440462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199644 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -24404618.000000 Penalty: 6056.152344
	Iteration 46Q: 3 clusters Score -2.440462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199646 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -24404632.000000 Penalty: 6056.152344
	Iteration 47Q: 3 clusters Score -2.440463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199645 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -24404622.000000 Penalty: 6056.152344
	Iteration 48Q: 3 clusters Score -2.440462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199645 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -24404622.000000 Penalty: 6056.152344
	Iteration 49F: 3 clusters Score -2.440462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -83950.554688 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -83950.55 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 461 members 
Entering Unmasked Estep 
Score: -82164.398438 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -82164.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -82437.507812 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -82437.51 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -82527.398438 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -82527.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -82602.507812 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -82602.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -82665.968750 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -82665.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -82694.968750 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -82694.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -82709.320312 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -82709.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -82713.312500 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -82713.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -82717.117188 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -82717.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -82719.359375 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -82719.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -82719.359375 Penalty: 3344.468994
	Iteration 10F: 3 clusters Score -82719.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Entering Unmasked Estep 
Score: -523307.906250 Penalty: 2092.123779
	Iteration 0F: 2 clusters Score -523307.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -519086.875000 Penalty: 4184.247559
	Iteration 0F: 3 clusters Score -519086.9 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -520097.687500 Penalty: 4184.247559
	Iteration 1F: 3 clusters Score -520097.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -520318.468750 Penalty: 4184.247559
	Iteration 2F: 3 clusters Score -520318.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -520453.218750 Penalty: 4184.247559
	Iteration 3Q: 3 clusters Score -520453.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -520579.875000 Penalty: 4184.247559
	Iteration 4Q: 3 clusters Score -520579.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -520672.406250 Penalty: 4184.247559
	Iteration 5Q: 3 clusters Score -520672.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -520742.500000 Penalty: 4184.247559
	Iteration 6Q: 3 clusters Score -520742.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -520796.281250 Penalty: 4184.247559
	Iteration 7Q: 3 clusters Score -520796.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -520830.718750 Penalty: 4184.247559
	Iteration 8Q: 3 clusters Score -520830.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -520863.031250 Penalty: 4184.247559
	Iteration 9Q: 3 clusters Score -520863 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -520884.718750 Penalty: 4184.247559
	Iteration 10Q: 3 clusters Score -520884.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -520902.062500 Penalty: 4184.247559
	Iteration 11Q: 3 clusters Score -520902.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -520920.093750 Penalty: 4184.247559
	Iteration 12Q: 3 clusters Score -520920.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -520948.187500 Penalty: 4184.247559
	Iteration 13Q: 3 clusters Score -520948.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -520976.906250 Penalty: 4184.247559
	Iteration 14Q: 3 clusters Score -520976.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -520999.375000 Penalty: 4184.247559
	Iteration 15Q: 3 clusters Score -520999.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -521018.343750 Penalty: 4184.247559
	Iteration 16Q: 3 clusters Score -521018.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -521039.906250 Penalty: 4184.247559
	Iteration 17Q: 3 clusters Score -521039.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -521057.250000 Penalty: 4184.247559
	Iteration 18Q: 3 clusters Score -521057.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -521072.250000 Penalty: 4184.247559
	Iteration 19Q: 3 clusters Score -521072.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -521080.812500 Penalty: 4184.247559
	Iteration 20F: 3 clusters Score -521080.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -521091.312500 Penalty: 4184.247559
	Iteration 21Q: 3 clusters Score -521091.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -521102.968750 Penalty: 4184.247559
	Iteration 22Q: 3 clusters Score -521103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -521110.718750 Penalty: 4184.247559
	Iteration 23Q: 3 clusters Score -521110.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -521118.250000 Penalty: 4184.247559
	Iteration 24Q: 3 clusters Score -521118.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -521126.906250 Penalty: 4184.247559
	Iteration 25Q: 3 clusters Score -521126.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -521137.187500 Penalty: 4184.247559
	Iteration 26Q: 3 clusters Score -521137.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -521145.781250 Penalty: 4184.247559
	Iteration 27Q: 3 clusters Score -521145.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -521154.062500 Penalty: 4184.247559
	Iteration 28Q: 3 clusters Score -521154.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -521164.218750 Penalty: 4184.247559
	Iteration 29Q: 3 clusters Score -521164.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -521172.687500 Penalty: 4184.247559
	Iteration 30Q: 3 clusters Score -521172.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -521179.656250 Penalty: 4184.247559
	Iteration 31Q: 3 clusters Score -521179.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -521184.312500 Penalty: 4184.247559
	Iteration 32Q: 3 clusters Score -521184.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -521185.156250 Penalty: 4184.247559
	Iteration 33Q: 3 clusters Score -521185.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -521186.781250 Penalty: 4184.247559
	Iteration 34Q: 3 clusters Score -521186.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -521189.968750 Penalty: 4184.247559
	Iteration 35Q: 3 clusters Score -521190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -521191.125000 Penalty: 4184.247559
	Iteration 36Q: 3 clusters Score -521191.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -521193.218750 Penalty: 4184.247559
	Iteration 37Q: 3 clusters Score -521193.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -521194.031250 Penalty: 4184.247559
	Iteration 38Q: 3 clusters Score -521194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -521195.281250 Penalty: 4184.247559
	Iteration 39Q: 3 clusters Score -521195.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -521194.937500 Penalty: 4184.247559
	Iteration 40F: 3 clusters Score -521194.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -521196.500000 Penalty: 4184.247559
	Iteration 41Q: 3 clusters Score -521196.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -521199.062500 Penalty: 4184.247559
	Iteration 42Q: 3 clusters Score -521199.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -521199.125000 Penalty: 4184.247559
	Iteration 43Q: 3 clusters Score -521199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -521199.593750 Penalty: 4184.247559
	Iteration 44Q: 3 clusters Score -521199.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -521199.968750 Penalty: 4184.247559
	Iteration 45Q: 3 clusters Score -521200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -521199.625000 Penalty: 4184.247559
	Iteration 46Q: 3 clusters Score -521199.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -521201.812500 Penalty: 4184.247559
	Iteration 47Q: 3 clusters Score -521201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -521202.406250 Penalty: 4184.247559
	Iteration 48Q: 3 clusters Score -521202.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -521202.406250 Penalty: 4184.247559
	Iteration 49F: 3 clusters Score -521202.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Entering Unmasked Estep 
Score: -209878.406250 Penalty: 1874.382690
	Iteration 0F: 2 clusters Score -209878.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -207276.687500 Penalty: 3748.765381
	Iteration 0F: 3 clusters Score -207276.7 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -207740.937500 Penalty: 3748.765381
	Iteration 1F: 3 clusters Score -207740.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -207906.546875 Penalty: 3748.765381
	Iteration 2F: 3 clusters Score -207906.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -208029.328125 Penalty: 3748.765381
	Iteration 3F: 3 clusters Score -208029.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -208108.734375 Penalty: 3748.765381
	Iteration 4Q: 3 clusters Score -208108.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -208166.156250 Penalty: 3748.765381
	Iteration 5Q: 3 clusters Score -208166.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -208217.359375 Penalty: 3748.765381
	Iteration 6Q: 3 clusters Score -208217.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -208251.687500 Penalty: 3748.765381
	Iteration 7Q: 3 clusters Score -208251.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -208266.093750 Penalty: 3748.765381
	Iteration 8Q: 3 clusters Score -208266.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -208285.468750 Penalty: 3748.765381
	Iteration 9Q: 3 clusters Score -208285.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -208308.921875 Penalty: 3748.765381
	Iteration 10Q: 3 clusters Score -208308.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -208326.406250 Penalty: 3748.765381
	Iteration 11Q: 3 clusters Score -208326.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -208341.265625 Penalty: 3748.765381
	Iteration 12Q: 3 clusters Score -208341.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -208364.031250 Penalty: 3748.765381
	Iteration 13Q: 3 clusters Score -208364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -208384.671875 Penalty: 3748.765381
	Iteration 14Q: 3 clusters Score -208384.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -208401.265625 Penalty: 3748.765381
	Iteration 15Q: 3 clusters Score -208401.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -208408.546875 Penalty: 3748.765381
	Iteration 16Q: 3 clusters Score -208408.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -208418.968750 Penalty: 3748.765381
	Iteration 17Q: 3 clusters Score -208419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -208430.171875 Penalty: 3748.765381
	Iteration 18Q: 3 clusters Score -208430.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -208438.828125 Penalty: 3748.765381
	Iteration 19Q: 3 clusters Score -208438.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -208444.203125 Penalty: 3748.765381
	Iteration 20F: 3 clusters Score -208444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -208450.062500 Penalty: 3748.765381
	Iteration 21Q: 3 clusters Score -208450.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -208454.765625 Penalty: 3748.765381
	Iteration 22Q: 3 clusters Score -208454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -208457.281250 Penalty: 3748.765381
	Iteration 23Q: 3 clusters Score -208457.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -208458.109375 Penalty: 3748.765381
	Iteration 24Q: 3 clusters Score -208458.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -208458.109375 Penalty: 3748.765381
	Iteration 25F: 3 clusters Score -208458.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Entering Unmasked Estep 
Score: -1536630.000000 Penalty: 2337.651855
	Iteration 0F: 2 clusters Score -1536630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1527380.625000 Penalty: 4675.303711
	Iteration 0F: 3 clusters Score -1527381 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1530159.750000 Penalty: 4675.303711
	Iteration 1F: 3 clusters Score -1530160 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1530448.625000 Penalty: 4675.303711
	Iteration 2F: 3 clusters Score -1530449 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1530689.750000 Penalty: 4675.303711
	Iteration 3Q: 3 clusters Score -1530690 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1530919.125000 Penalty: 4675.303711
	Iteration 4Q: 3 clusters Score -1530919 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1531112.625000 Penalty: 4675.303711
	Iteration 5Q: 3 clusters Score -1531113 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1531294.375000 Penalty: 4675.303711
	Iteration 6Q: 3 clusters Score -1531294 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1531470.125000 Penalty: 4675.303711
	Iteration 7Q: 3 clusters Score -1531470 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1531662.750000 Penalty: 4675.303711
	Iteration 8Q: 3 clusters Score -1531663 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1531859.625000 Penalty: 4675.303711
	Iteration 9Q: 3 clusters Score -1531860 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1532071.875000 Penalty: 4675.303711
	Iteration 10Q: 3 clusters Score -1532072 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1532357.625000 Penalty: 4675.303711
	Iteration 11Q: 3 clusters Score -1532358 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1532720.500000 Penalty: 4675.303711
	Iteration 12Q: 3 clusters Score -1532720 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1533130.250000 Penalty: 4675.303711
	Iteration 13Q: 3 clusters Score -1533130 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1533464.125000 Penalty: 4675.303711
	Iteration 14Q: 3 clusters Score -1533464 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1533750.750000 Penalty: 4675.303711
	Iteration 15Q: 3 clusters Score -1533751 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1533955.000000 Penalty: 4675.303711
	Iteration 16Q: 3 clusters Score -1533955 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1534085.125000 Penalty: 4675.303711
	Iteration 17Q: 3 clusters Score -1534085 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1534174.750000 Penalty: 4675.303711
	Iteration 18Q: 3 clusters Score -1534175 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1534223.250000 Penalty: 4675.303711
	Iteration 19Q: 3 clusters Score -1534223 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1534280.375000 Penalty: 4675.303711
	Iteration 20F: 3 clusters Score -1534280 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1534319.500000 Penalty: 4675.303711
	Iteration 21Q: 3 clusters Score -1534320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1534344.500000 Penalty: 4675.303711
	Iteration 22Q: 3 clusters Score -1534344 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1534373.125000 Penalty: 4675.303711
	Iteration 23Q: 3 clusters Score -1534373 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1534390.250000 Penalty: 4675.303711
	Iteration 24Q: 3 clusters Score -1534390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1534393.625000 Penalty: 4675.303711
	Iteration 25Q: 3 clusters Score -1534394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1534411.250000 Penalty: 4675.303711
	Iteration 26Q: 3 clusters Score -1534411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1534419.750000 Penalty: 4675.303711
	Iteration 27Q: 3 clusters Score -1534420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1534430.500000 Penalty: 4675.303711
	Iteration 28Q: 3 clusters Score -1534430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1534443.250000 Penalty: 4675.303711
	Iteration 29Q: 3 clusters Score -1534443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1534446.625000 Penalty: 4675.303711
	Iteration 30Q: 3 clusters Score -1534447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1534455.375000 Penalty: 4675.303711
	Iteration 31Q: 3 clusters Score -1534455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1534464.500000 Penalty: 4675.303711
	Iteration 32Q: 3 clusters Score -1534464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1534473.000000 Penalty: 4675.303711
	Iteration 33Q: 3 clusters Score -1534473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1534478.375000 Penalty: 4675.303711
	Iteration 34Q: 3 clusters Score -1534478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1534480.750000 Penalty: 4675.303711
	Iteration 35Q: 3 clusters Score -1534481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1534481.375000 Penalty: 4675.303711
	Iteration 36Q: 3 clusters Score -1534481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1534480.000000 Penalty: 4675.303711
	Iteration 37Q: 3 clusters Score -1534480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1534482.500000 Penalty: 4675.303711
	Iteration 38Q: 3 clusters Score -1534482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1534487.750000 Penalty: 4675.303711
	Iteration 39Q: 3 clusters Score -1534488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1534487.500000 Penalty: 4675.303711
	Iteration 40F: 3 clusters Score -1534488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1534488.750000 Penalty: 4675.303711
	Iteration 41Q: 3 clusters Score -1534489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1534495.000000 Penalty: 4675.303711
	Iteration 42Q: 3 clusters Score -1534495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1534494.000000 Penalty: 4675.303711
	Iteration 43Q: 3 clusters Score -1534494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1534498.500000 Penalty: 4675.303711
	Iteration 44Q: 3 clusters Score -1534498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1534498.125000 Penalty: 4675.303711
	Iteration 45Q: 3 clusters Score -1534498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1534498.375000 Penalty: 4675.303711
	Iteration 46Q: 3 clusters Score -1534498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1534500.750000 Penalty: 4675.303711
	Iteration 47Q: 3 clusters Score -1534501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1534501.375000 Penalty: 4675.303711
	Iteration 48Q: 3 clusters Score -1534501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1534502.375000 Penalty: 4675.303711
	Iteration 49Q: 3 clusters Score -1534502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1534501.625000 Penalty: 4675.303711
	Iteration 50Q: 3 clusters Score -1534502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1534502.375000 Penalty: 4675.303711
	Iteration 51Q: 3 clusters Score -1534502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1534501.375000 Penalty: 4675.303711
	Iteration 52Q: 3 clusters Score -1534501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1534503.875000 Penalty: 4675.303711
	Iteration 53Q: 3 clusters Score -1534504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1534505.250000 Penalty: 4675.303711
	Iteration 54Q: 3 clusters Score -1534505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1534506.625000 Penalty: 4675.303711
	Iteration 55Q: 3 clusters Score -1534507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1534509.125000 Penalty: 4675.303711
	Iteration 56Q: 3 clusters Score -1534509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1534511.750000 Penalty: 4675.303711
	Iteration 57Q: 3 clusters Score -1534512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1534512.000000 Penalty: 4675.303711
	Iteration 58Q: 3 clusters Score -1534512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1534514.500000 Penalty: 4675.303711
	Iteration 59Q: 3 clusters Score -1534514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1534513.000000 Penalty: 4675.303711
	Iteration 60F: 3 clusters Score -1534513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1534516.875000 Penalty: 4675.303711
	Iteration 61Q: 3 clusters Score -1534517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1534518.500000 Penalty: 4675.303711
	Iteration 62Q: 3 clusters Score -1534518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1534519.125000 Penalty: 4675.303711
	Iteration 63Q: 3 clusters Score -1534519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1534525.375000 Penalty: 4675.303711
	Iteration 64Q: 3 clusters Score -1534525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1534525.625000 Penalty: 4675.303711
	Iteration 65Q: 3 clusters Score -1534526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1534528.625000 Penalty: 4675.303711
	Iteration 66Q: 3 clusters Score -1534529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1534528.500000 Penalty: 4675.303711
	Iteration 67Q: 3 clusters Score -1534528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1534526.500000 Penalty: 4675.303711
	Iteration 68Q: 3 clusters Score -1534526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1534529.875000 Penalty: 4675.303711
	Iteration 69Q: 3 clusters Score -1534530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1534529.375000 Penalty: 4675.303711
	Iteration 70Q: 3 clusters Score -1534529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1534531.125000 Penalty: 4675.303711
	Iteration 71Q: 3 clusters Score -1534531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1534534.750000 Penalty: 4675.303711
	Iteration 72Q: 3 clusters Score -1534535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1534533.750000 Penalty: 4675.303711
	Iteration 73Q: 3 clusters Score -1534534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1534534.125000 Penalty: 4675.303711
	Iteration 74Q: 3 clusters Score -1534534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1534535.375000 Penalty: 4675.303711
	Iteration 75Q: 3 clusters Score -1534535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1534534.625000 Penalty: 4675.303711
	Iteration 76Q: 3 clusters Score -1534535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1534534.250000 Penalty: 4675.303711
	Iteration 77Q: 3 clusters Score -1534534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1534535.375000 Penalty: 4675.303711
	Iteration 78Q: 3 clusters Score -1534535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1534535.375000 Penalty: 4675.303711
	Iteration 79F: 3 clusters Score -1534535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Entering Unmasked Estep 
Score: -291442.343750 Penalty: 1958.160400
	Iteration 0F: 2 clusters Score -291442.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -288386.625000 Penalty: 3916.320801
	Iteration 0F: 3 clusters Score -288386.6 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -289034.781250 Penalty: 3916.320801
	Iteration 1F: 3 clusters Score -289034.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -289269.718750 Penalty: 3916.320801
	Iteration 2F: 3 clusters Score -289269.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -289445.187500 Penalty: 3916.320801
	Iteration 3F: 3 clusters Score -289445.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -289588.906250 Penalty: 3916.320801
	Iteration 4Q: 3 clusters Score -289588.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -289724.375000 Penalty: 3916.320801
	Iteration 5Q: 3 clusters Score -289724.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -289867.625000 Penalty: 3916.320801
	Iteration 6Q: 3 clusters Score -289867.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -289965.343750 Penalty: 3916.320801
	Iteration 7Q: 3 clusters Score -289965.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -290033.125000 Penalty: 3916.320801
	Iteration 8Q: 3 clusters Score -290033.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -290079.781250 Penalty: 3916.320801
	Iteration 9Q: 3 clusters Score -290079.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -290109.343750 Penalty: 3916.320801
	Iteration 10Q: 3 clusters Score -290109.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -290126.968750 Penalty: 3916.320801
	Iteration 11Q: 3 clusters Score -290127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -290137.156250 Penalty: 3916.320801
	Iteration 12Q: 3 clusters Score -290137.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -290140.781250 Penalty: 3916.320801
	Iteration 13Q: 3 clusters Score -290140.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -290143.468750 Penalty: 3916.320801
	Iteration 14Q: 3 clusters Score -290143.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -290145.593750 Penalty: 3916.320801
	Iteration 15Q: 3 clusters Score -290145.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -290148.312500 Penalty: 3916.320801
	Iteration 16Q: 3 clusters Score -290148.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -290151.000000 Penalty: 3916.320801
	Iteration 17Q: 3 clusters Score -290151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -290153.906250 Penalty: 3916.320801
	Iteration 18Q: 3 clusters Score -290153.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -290155.375000 Penalty: 3916.320801
	Iteration 19Q: 3 clusters Score -290155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -290156.093750 Penalty: 3916.320801
	Iteration 20F: 3 clusters Score -290156.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -290156.562500 Penalty: 3916.320801
	Iteration 21Q: 3 clusters Score -290156.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -290157.625000 Penalty: 3916.320801
	Iteration 22Q: 3 clusters Score -290157.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -290157.343750 Penalty: 3916.320801
	Iteration 23Q: 3 clusters Score -290157.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -290157.343750 Penalty: 3916.320801
	Iteration 24F: 3 clusters Score -290157.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48646.425781 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -48646.43 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 282 members 
Entering Unmasked Estep 
Score: -47125.128906 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -47125.13 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47657.171875 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -47657.17 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -47974.402344 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -47974.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48154.996094 Penalty: 3156.062012
	Iteration 3F: 3 clusters Score -48155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -48251.546875 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -48251.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48319.574219 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -48319.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -48372.105469 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -48372.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -48396.015625 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -48396.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48434.640625 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -48434.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48461.242188 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -48461.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48526.195312 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -48526.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48577.242188 Penalty: 3156.062012
	Iteration 11Q: 3 clusters Score -48577.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48602.285156 Penalty: 3156.062012
	Iteration 12Q: 3 clusters Score -48602.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -48673.152344 Penalty: 3156.062012
	Iteration 13Q: 3 clusters Score -48673.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48771.960938 Penalty: 3156.062012
	Iteration 14Q: 3 clusters Score -48771.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48798.773438 Penalty: 3156.062012
	Iteration 15Q: 3 clusters Score -48798.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48808.566406 Penalty: 3156.062012
	Iteration 16Q: 3 clusters Score -48808.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48815.039062 Penalty: 3156.062012
	Iteration 17Q: 3 clusters Score -48815.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48823.253906 Penalty: 3156.062012
	Iteration 18Q: 3 clusters Score -48823.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48829.421875 Penalty: 3156.062012
	Iteration 19F: 3 clusters Score -48829.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48879.390625 Penalty: 3156.062012
	Iteration 20F: 3 clusters Score -48879.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48903.464844 Penalty: 3156.062012
	Iteration 21Q: 3 clusters Score -48903.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48928.210938 Penalty: 3156.062012
	Iteration 22Q: 3 clusters Score -48928.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48929.429688 Penalty: 3156.062012
	Iteration 23Q: 3 clusters Score -48929.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48929.429688 Penalty: 3156.062012
	Iteration 24F: 3 clusters Score -48929.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62149 members 
Mstep: Class 4 contains 231218 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 112305 members 
Mstep: Class 7 contains 11539 members 
Mstep: Class 8 contains 200784 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12407 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 370 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 33910 members 
Mstep: Class 19 contains 183636 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
Score: -104294368.000000 Penalty: 64462.460938
Splitting cluster 14 changes total score from -104295880.000000 to -104294368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (33910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Entering Unmasked Estep 
Score: -4051419.750000 Penalty: 2587.003418
	Iteration 0F: 2 clusters Score -4051420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -4028274.750000 Penalty: 5174.006836
	Iteration 0F: 3 clusters Score -4028275 nChanged 15310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -4036445.500000 Penalty: 5174.006836
	Iteration 1F: 3 clusters Score -4036446 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -4036856.750000 Penalty: 5174.006836
	Iteration 2Q: 3 clusters Score -4036857 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -4037229.750000 Penalty: 5174.006836
	Iteration 3Q: 3 clusters Score -4037230 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -4037522.750000 Penalty: 5174.006836
	Iteration 4Q: 3 clusters Score -4037523 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -4037842.500000 Penalty: 5174.006836
	Iteration 5Q: 3 clusters Score -4037842 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -4038191.250000 Penalty: 5174.006836
	Iteration 6Q: 3 clusters Score -4038191 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -4038610.750000 Penalty: 5174.006836
	Iteration 7Q: 3 clusters Score -4038611 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -4039287.500000 Penalty: 5174.006836
	Iteration 8Q: 3 clusters Score -4039288 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -4040388.500000 Penalty: 5174.006836
	Iteration 9F: 3 clusters Score -4040388 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -4041992.000000 Penalty: 5174.006836
	Iteration 10F: 3 clusters Score -4041992 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -4044108.000000 Penalty: 5174.006836
	Iteration 11F: 3 clusters Score -4044108 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -4046253.500000 Penalty: 5174.006836
	Iteration 12F: 3 clusters Score -4046254 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -4047745.500000 Penalty: 5174.006836
	Iteration 13Q: 3 clusters Score -4047746 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -4048536.000000 Penalty: 5174.006836
	Iteration 14Q: 3 clusters Score -4048536 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -4048826.000000 Penalty: 5174.006836
	Iteration 15Q: 3 clusters Score -4048826 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -4048928.750000 Penalty: 5174.006836
	Iteration 16Q: 3 clusters Score -4048929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -4048982.250000 Penalty: 5174.006836
	Iteration 17Q: 3 clusters Score -4048982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -4049013.250000 Penalty: 5174.006836
	Iteration 18Q: 3 clusters Score -4049013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -4049032.500000 Penalty: 5174.006836
	Iteration 19Q: 3 clusters Score -4049032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -4049042.750000 Penalty: 5174.006836
	Iteration 20F: 3 clusters Score -4049043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -4049058.750000 Penalty: 5174.006836
	Iteration 21Q: 3 clusters Score -4049059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -4049068.500000 Penalty: 5174.006836
	Iteration 22Q: 3 clusters Score -4049068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -4049071.500000 Penalty: 5174.006836
	Iteration 23Q: 3 clusters Score -4049072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -4049076.750000 Penalty: 5174.006836
	Iteration 24Q: 3 clusters Score -4049077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -4049077.500000 Penalty: 5174.006836
	Iteration 25Q: 3 clusters Score -4049078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -4049083.750000 Penalty: 5174.006836
	Iteration 26Q: 3 clusters Score -4049084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -4049083.750000 Penalty: 5174.006836
	Iteration 27F: 3 clusters Score -4049084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (183636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183636 members 
Entering Unmasked Estep 
Score: -22385222.000000 Penalty: 3005.936279
	Iteration 0F: 2 clusters Score -2.238522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 92206 members 
Entering Unmasked Estep 
Score: -22264628.000000 Penalty: 6011.872559
	Iteration 0F: 3 clusters Score -2.226463e+07 nChanged 88129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86489 members 
Mstep: Class 2 contains 97147 members 
Entering Unmasked Estep 
Score: -22316458.000000 Penalty: 6011.872559
	Iteration 1F: 3 clusters Score -2.231646e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83695 members 
Mstep: Class 2 contains 99941 members 
Entering Unmasked Estep 
Score: -22317534.000000 Penalty: 6011.872559
	Iteration 2Q: 3 clusters Score -2.231753e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 104250 members 
Entering Unmasked Estep 
Score: -22319426.000000 Penalty: 6011.872559
	Iteration 3Q: 3 clusters Score -2.231943e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 110924 members 
Entering Unmasked Estep 
Score: -22322738.000000 Penalty: 6011.872559
	Iteration 4Q: 3 clusters Score -2.232274e+07 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 120625 members 
Entering Unmasked Estep 
Score: -22328946.000000 Penalty: 6011.872559
	Iteration 5F: 3 clusters Score -2.232895e+07 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 133980 members 
Entering Unmasked Estep 
Score: -22339284.000000 Penalty: 6011.872559
	Iteration 6F: 3 clusters Score -2.233928e+07 nChanged 15500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 149442 members 
Entering Unmasked Estep 
Score: -22353180.000000 Penalty: 6011.872559
	Iteration 7F: 3 clusters Score -2.235318e+07 nChanged 14162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 163590 members 
Entering Unmasked Estep 
Score: -22365640.000000 Penalty: 6011.872559
	Iteration 8F: 3 clusters Score -2.236564e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 173316 members 
Entering Unmasked Estep 
Score: -22374278.000000 Penalty: 6011.872559
	Iteration 9F: 3 clusters Score -2.237428e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 178526 members 
Entering Unmasked Estep 
Score: -22378740.000000 Penalty: 6011.872559
	Iteration 10Q: 3 clusters Score -2.237874e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 180928 members 
Entering Unmasked Estep 
Score: -22380654.000000 Penalty: 6011.872559
	Iteration 11Q: 3 clusters Score -2.238065e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 182056 members 
Entering Unmasked Estep 
Score: -22381586.000000 Penalty: 6011.872559
	Iteration 12Q: 3 clusters Score -2.238159e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 182581 members 
Entering Unmasked Estep 
Score: -22382096.000000 Penalty: 6011.872559
	Iteration 13Q: 3 clusters Score -2.23821e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 182828 members 
Entering Unmasked Estep 
Score: -22382252.000000 Penalty: 6011.872559
	Iteration 14Q: 3 clusters Score -2.238225e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 182942 members 
Entering Unmasked Estep 
Score: -22382364.000000 Penalty: 6011.872559
	Iteration 15Q: 3 clusters Score -2.238236e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 183004 members 
Entering Unmasked Estep 
Score: -22382418.000000 Penalty: 6011.872559
	Iteration 16Q: 3 clusters Score -2.238242e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 183047 members 
Entering Unmasked Estep 
Score: -22382490.000000 Penalty: 6011.872559
	Iteration 17Q: 3 clusters Score -2.238249e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 183069 members 
Entering Unmasked Estep 
Score: -22382486.000000 Penalty: 6011.872559
	Iteration 18Q: 3 clusters Score -2.238249e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 183088 members 
Entering Unmasked Estep 
Score: -22382484.000000 Penalty: 6011.872559
	Iteration 19Q: 3 clusters Score -2.238248e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 183108 members 
Entering Unmasked Estep 
Score: -22382510.000000 Penalty: 6011.872559
	Iteration 20F: 3 clusters Score -2.238251e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 183124 members 
Entering Unmasked Estep 
Score: -22382516.000000 Penalty: 6011.872559
	Iteration 21Q: 3 clusters Score -2.238252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 183132 members 
Entering Unmasked Estep 
Score: -22382532.000000 Penalty: 6011.872559
	Iteration 22Q: 3 clusters Score -2.238253e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 183146 members 
Entering Unmasked Estep 
Score: -22382560.000000 Penalty: 6011.872559
	Iteration 23Q: 3 clusters Score -2.238256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 183155 members 
Entering Unmasked Estep 
Score: -22382558.000000 Penalty: 6011.872559
	Iteration 24Q: 3 clusters Score -2.238256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 183161 members 
Entering Unmasked Estep 
Score: -22382572.000000 Penalty: 6011.872559
	Iteration 25Q: 3 clusters Score -2.238257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 183165 members 
Entering Unmasked Estep 
Score: -22382576.000000 Penalty: 6011.872559
	Iteration 26Q: 3 clusters Score -2.238258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 183169 members 
Entering Unmasked Estep 
Score: -22382578.000000 Penalty: 6011.872559
	Iteration 27Q: 3 clusters Score -2.238258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 183173 members 
Entering Unmasked Estep 
Score: -22382578.000000 Penalty: 6011.872559
	Iteration 28Q: 3 clusters Score -2.238258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 183177 members 
Entering Unmasked Estep 
Score: -22382592.000000 Penalty: 6011.872559
	Iteration 29Q: 3 clusters Score -2.238259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 183182 members 
Entering Unmasked Estep 
Score: -22382612.000000 Penalty: 6011.872559
	Iteration 30Q: 3 clusters Score -2.238261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 183182 members 
Entering Unmasked Estep 
Score: -22382600.000000 Penalty: 6011.872559
	Iteration 31Q: 3 clusters Score -2.23826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 183181 members 
Entering Unmasked Estep 
Score: -22382598.000000 Penalty: 6011.872559
	Iteration 32Q: 3 clusters Score -2.23826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 183182 members 
Entering Unmasked Estep 
Score: -22382598.000000 Penalty: 6011.872559
	Iteration 33Q: 3 clusters Score -2.23826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 183181 members 
Entering Unmasked Estep 
Score: -22382612.000000 Penalty: 6011.872559
	Iteration 34Q: 3 clusters Score -2.238261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 183180 members 
Entering Unmasked Estep 
Score: -22382606.000000 Penalty: 6011.872559
	Iteration 35Q: 3 clusters Score -2.238261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 183180 members 
Entering Unmasked Estep 
Score: -22382606.000000 Penalty: 6011.872559
	Iteration 36F: 3 clusters Score -2.238261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -122278.062500 Penalty: 1760.602051
	Iteration 0F: 2 clusters Score -122278.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -120234.171875 Penalty: 3521.204102
	Iteration 0F: 3 clusters Score -120234.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -120635.226562 Penalty: 3521.204102
	Iteration 1F: 3 clusters Score -120635.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -120767.164062 Penalty: 3521.204102
	Iteration 2F: 3 clusters Score -120767.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -120850.453125 Penalty: 3521.204102
	Iteration 3Q: 3 clusters Score -120850.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -120927.039062 Penalty: 3521.204102
	Iteration 4Q: 3 clusters Score -120927 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -121012.640625 Penalty: 3521.204102
	Iteration 5Q: 3 clusters Score -121012.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -121054.984375 Penalty: 3521.204102
	Iteration 6Q: 3 clusters Score -121055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -121081.359375 Penalty: 3521.204102
	Iteration 7Q: 3 clusters Score -121081.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -121096.765625 Penalty: 3521.204102
	Iteration 8Q: 3 clusters Score -121096.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -121107.929688 Penalty: 3521.204102
	Iteration 9Q: 3 clusters Score -121107.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -121119.726562 Penalty: 3521.204102
	Iteration 10Q: 3 clusters Score -121119.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -121128.929688 Penalty: 3521.204102
	Iteration 11Q: 3 clusters Score -121128.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -121137.554688 Penalty: 3521.204102
	Iteration 12Q: 3 clusters Score -121137.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -121142.398438 Penalty: 3521.204102
	Iteration 13Q: 3 clusters Score -121142.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -121147.359375 Penalty: 3521.204102
	Iteration 14Q: 3 clusters Score -121147.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -121153.093750 Penalty: 3521.204102
	Iteration 15Q: 3 clusters Score -121153.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -121163.570312 Penalty: 3521.204102
	Iteration 16Q: 3 clusters Score -121163.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -121180.562500 Penalty: 3521.204102
	Iteration 17Q: 3 clusters Score -121180.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -121188.726562 Penalty: 3521.204102
	Iteration 18Q: 3 clusters Score -121188.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -121195.992188 Penalty: 3521.204102
	Iteration 19Q: 3 clusters Score -121196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -121201.750000 Penalty: 3521.204102
	Iteration 20F: 3 clusters Score -121201.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -121205.554688 Penalty: 3521.204102
	Iteration 21Q: 3 clusters Score -121205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -121209.304688 Penalty: 3521.204102
	Iteration 22Q: 3 clusters Score -121209.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -121212.218750 Penalty: 3521.204102
	Iteration 23Q: 3 clusters Score -121212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -121213.898438 Penalty: 3521.204102
	Iteration 24Q: 3 clusters Score -121213.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -121215.562500 Penalty: 3521.204102
	Iteration 25Q: 3 clusters Score -121215.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -121216.125000 Penalty: 3521.204102
	Iteration 26Q: 3 clusters Score -121216.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -121216.125000 Penalty: 3521.204102
	Iteration 27F: 3 clusters Score -121216.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Entering Unmasked Estep 
Score: -426755.500000 Penalty: 2040.654175
	Iteration 0F: 2 clusters Score -426755.5 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 1841 members 
Entering Unmasked Estep 
Score: -423006.312500 Penalty: 4081.308350
	Iteration 0F: 3 clusters Score -423006.3 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -423841.468750 Penalty: 4081.308350
	Iteration 1F: 3 clusters Score -423841.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -424039.593750 Penalty: 4081.308350
	Iteration 2F: 3 clusters Score -424039.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -424164.406250 Penalty: 4081.308350
	Iteration 3Q: 3 clusters Score -424164.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -424244.875000 Penalty: 4081.308350
	Iteration 4Q: 3 clusters Score -424244.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -424313.406250 Penalty: 4081.308350
	Iteration 5Q: 3 clusters Score -424313.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -424376.031250 Penalty: 4081.308350
	Iteration 6Q: 3 clusters Score -424376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -424423.250000 Penalty: 4081.308350
	Iteration 7Q: 3 clusters Score -424423.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -424470.531250 Penalty: 4081.308350
	Iteration 8Q: 3 clusters Score -424470.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -424506.875000 Penalty: 4081.308350
	Iteration 9Q: 3 clusters Score -424506.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -424531.625000 Penalty: 4081.308350
	Iteration 10Q: 3 clusters Score -424531.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -424548.187500 Penalty: 4081.308350
	Iteration 11Q: 3 clusters Score -424548.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -424566.656250 Penalty: 4081.308350
	Iteration 12Q: 3 clusters Score -424566.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -424582.093750 Penalty: 4081.308350
	Iteration 13Q: 3 clusters Score -424582.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -424601.218750 Penalty: 4081.308350
	Iteration 14Q: 3 clusters Score -424601.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -424618.281250 Penalty: 4081.308350
	Iteration 15Q: 3 clusters Score -424618.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -424643.593750 Penalty: 4081.308350
	Iteration 16Q: 3 clusters Score -424643.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -424663.375000 Penalty: 4081.308350
	Iteration 17Q: 3 clusters Score -424663.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -424685.062500 Penalty: 4081.308350
	Iteration 18Q: 3 clusters Score -424685.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -424704.687500 Penalty: 4081.308350
	Iteration 19Q: 3 clusters Score -424704.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -424720.687500 Penalty: 4081.308350
	Iteration 20F: 3 clusters Score -424720.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -424732.093750 Penalty: 4081.308350
	Iteration 21Q: 3 clusters Score -424732.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -424744.187500 Penalty: 4081.308350
	Iteration 22Q: 3 clusters Score -424744.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -424754.812500 Penalty: 4081.308350
	Iteration 23Q: 3 clusters Score -424754.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -424764.906250 Penalty: 4081.308350
	Iteration 24Q: 3 clusters Score -424764.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -424775.375000 Penalty: 4081.308350
	Iteration 25Q: 3 clusters Score -424775.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -424783.968750 Penalty: 4081.308350
	Iteration 26Q: 3 clusters Score -424784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -424789.000000 Penalty: 4081.308350
	Iteration 27Q: 3 clusters Score -424789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -424798.343750 Penalty: 4081.308350
	Iteration 28Q: 3 clusters Score -424798.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -424809.625000 Penalty: 4081.308350
	Iteration 29Q: 3 clusters Score -424809.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -424821.031250 Penalty: 4081.308350
	Iteration 30Q: 3 clusters Score -424821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -424833.343750 Penalty: 4081.308350
	Iteration 31Q: 3 clusters Score -424833.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -424844.500000 Penalty: 4081.308350
	Iteration 32Q: 3 clusters Score -424844.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -424858.312500 Penalty: 4081.308350
	Iteration 33Q: 3 clusters Score -424858.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -424869.093750 Penalty: 4081.308350
	Iteration 34Q: 3 clusters Score -424869.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -424875.093750 Penalty: 4081.308350
	Iteration 35Q: 3 clusters Score -424875.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -424882.375000 Penalty: 4081.308350
	Iteration 36Q: 3 clusters Score -424882.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -424887.062500 Penalty: 4081.308350
	Iteration 37Q: 3 clusters Score -424887.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -424891.625000 Penalty: 4081.308350
	Iteration 38Q: 3 clusters Score -424891.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -424893.656250 Penalty: 4081.308350
	Iteration 39Q: 3 clusters Score -424893.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -424894.781250 Penalty: 4081.308350
	Iteration 40F: 3 clusters Score -424894.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -424896.875000 Penalty: 4081.308350
	Iteration 41Q: 3 clusters Score -424896.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -424899.937500 Penalty: 4081.308350
	Iteration 42Q: 3 clusters Score -424899.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -424905.531250 Penalty: 4081.308350
	Iteration 43Q: 3 clusters Score -424905.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -424909.937500 Penalty: 4081.308350
	Iteration 44Q: 3 clusters Score -424909.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -424912.687500 Penalty: 4081.308350
	Iteration 45Q: 3 clusters Score -424912.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -424916.500000 Penalty: 4081.308350
	Iteration 46Q: 3 clusters Score -424916.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -424917.437500 Penalty: 4081.308350
	Iteration 47Q: 3 clusters Score -424917.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -424918.656250 Penalty: 4081.308350
	Iteration 48Q: 3 clusters Score -424918.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -424919.281250 Penalty: 4081.308350
	Iteration 49Q: 3 clusters Score -424919.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -424920.750000 Penalty: 4081.308350
	Iteration 50Q: 3 clusters Score -424920.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -424923.093750 Penalty: 4081.308350
	Iteration 51Q: 3 clusters Score -424923.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -424924.468750 Penalty: 4081.308350
	Iteration 52Q: 3 clusters Score -424924.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -424925.875000 Penalty: 4081.308350
	Iteration 53Q: 3 clusters Score -424925.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -424929.906250 Penalty: 4081.308350
	Iteration 54Q: 3 clusters Score -424929.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -424934.781250 Penalty: 4081.308350
	Iteration 55Q: 3 clusters Score -424934.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -424937.250000 Penalty: 4081.308350
	Iteration 56Q: 3 clusters Score -424937.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -424938.250000 Penalty: 4081.308350
	Iteration 57Q: 3 clusters Score -424938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -424939.687500 Penalty: 4081.308350
	Iteration 58Q: 3 clusters Score -424939.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -424940.062500 Penalty: 4081.308350
	Iteration 59Q: 3 clusters Score -424940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -424939.843750 Penalty: 4081.308350
	Iteration 60F: 3 clusters Score -424939.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62149 members 
Mstep: Class 4 contains 231218 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 112305 members 
Mstep: Class 7 contains 11539 members 
Mstep: Class 8 contains 200784 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12407 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33910 members 
Mstep: Class 19 contains 183636 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295952.000000 Penalty: 61069.699219
Iteration 159Q: 19 clusters Score -1.04296e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62155 members 
Mstep: Class 4 contains 231059 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 112571 members 
Mstep: Class 7 contains 11539 members 
Mstep: Class 8 contains 200774 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12418 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33894 members 
Mstep: Class 19 contains 183534 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295976.000000 Penalty: 61069.699219
Iteration 160F: 19 clusters Score -1.04296e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62158 members 
Mstep: Class 4 contains 230931 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 112838 members 
Mstep: Class 7 contains 11539 members 
Mstep: Class 8 contains 200747 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12424 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33876 members 
Mstep: Class 19 contains 183430 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295992.000000 Penalty: 61069.699219
Iteration 161Q: 19 clusters Score -1.04296e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62168 members 
Mstep: Class 4 contains 230814 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 113094 members 
Mstep: Class 7 contains 11537 members 
Mstep: Class 8 contains 200737 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4611 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12423 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33862 members 
Mstep: Class 19 contains 183306 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296064.000000 Penalty: 61069.699219
Iteration 162Q: 19 clusters Score -1.042961e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62177 members 
Mstep: Class 4 contains 230690 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 113360 members 
Mstep: Class 7 contains 11536 members 
Mstep: Class 8 contains 200720 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4611 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12425 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33851 members 
Mstep: Class 19 contains 183180 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295960.000000 Penalty: 61069.699219
Iteration 163Q: 19 clusters Score -1.04296e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62189 members 
Mstep: Class 4 contains 230597 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 113626 members 
Mstep: Class 7 contains 11535 members 
Mstep: Class 8 contains 200685 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12423 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33835 members 
Mstep: Class 19 contains 183051 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295976.000000 Penalty: 61069.699219
Iteration 164Q: 19 clusters Score -1.04296e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62195 members 
Mstep: Class 4 contains 230494 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 113883 members 
Mstep: Class 7 contains 11533 members 
Mstep: Class 8 contains 200651 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12420 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33827 members 
Mstep: Class 19 contains 182941 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296136.000000 Penalty: 61069.699219
Iteration 165Q: 19 clusters Score -1.042961e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62188 members 
Mstep: Class 4 contains 230392 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 114128 members 
Mstep: Class 7 contains 11530 members 
Mstep: Class 8 contains 200611 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12422 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33823 members 
Mstep: Class 19 contains 182848 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296064.000000 Penalty: 61069.699219
Iteration 166Q: 19 clusters Score -1.042961e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62185 members 
Mstep: Class 4 contains 230274 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 114367 members 
Mstep: Class 7 contains 11530 members 
Mstep: Class 8 contains 200589 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12420 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33820 members 
Mstep: Class 19 contains 182759 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296032.000000 Penalty: 61069.699219
Iteration 167Q: 19 clusters Score -1.04296e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62177 members 
Mstep: Class 4 contains 230160 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 114623 members 
Mstep: Class 7 contains 11533 members 
Mstep: Class 8 contains 200552 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12419 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33811 members 
Mstep: Class 19 contains 182666 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296200.000000 Penalty: 61069.699219
Iteration 168Q: 19 clusters Score -1.042962e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62181 members 
Mstep: Class 4 contains 230027 members 
Mstep: Class 5 contains 3765 members 
Mstep: Class 6 contains 114884 members 
Mstep: Class 7 contains 11536 members 
Mstep: Class 8 contains 200504 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12419 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33803 members 
Mstep: Class 19 contains 182586 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296136.000000 Penalty: 61069.699219
Iteration 169Q: 19 clusters Score -1.042961e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62180 members 
Mstep: Class 4 contains 229923 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 115134 members 
Mstep: Class 7 contains 11540 members 
Mstep: Class 8 contains 200444 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12421 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33792 members 
Mstep: Class 19 contains 182506 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296096.000000 Penalty: 61069.699219
Iteration 170Q: 19 clusters Score -1.042961e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62166 members 
Mstep: Class 4 contains 229820 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 115377 members 
Mstep: Class 7 contains 11540 members 
Mstep: Class 8 contains 200386 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12416 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33788 members 
Mstep: Class 19 contains 182446 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296112.000000 Penalty: 61069.699219
Iteration 171Q: 19 clusters Score -1.042961e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62152 members 
Mstep: Class 4 contains 229733 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 115626 members 
Mstep: Class 7 contains 11541 members 
Mstep: Class 8 contains 200321 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12416 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33780 members 
Mstep: Class 19 contains 182368 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296200.000000 Penalty: 61069.699219
Iteration 172Q: 19 clusters Score -1.042962e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62145 members 
Mstep: Class 4 contains 229656 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 115854 members 
Mstep: Class 7 contains 11538 members 
Mstep: Class 8 contains 200278 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12408 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33768 members 
Mstep: Class 19 contains 182290 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296120.000000 Penalty: 61069.699219
Iteration 173Q: 19 clusters Score -1.042961e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62136 members 
Mstep: Class 4 contains 229569 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 116080 members 
Mstep: Class 7 contains 11538 members 
Mstep: Class 8 contains 200221 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12408 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33761 members 
Mstep: Class 19 contains 182224 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296128.000000 Penalty: 61069.699219
Iteration 174Q: 19 clusters Score -1.042961e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62134 members 
Mstep: Class 4 contains 229475 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 116316 members 
Mstep: Class 7 contains 11537 members 
Mstep: Class 8 contains 200169 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12410 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33750 members 
Mstep: Class 19 contains 182144 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296104.000000 Penalty: 61069.699219
Iteration 175Q: 19 clusters Score -1.042961e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62129 members 
Mstep: Class 4 contains 229343 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 116567 members 
Mstep: Class 7 contains 11539 members 
Mstep: Class 8 contains 200113 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12416 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33748 members 
Mstep: Class 19 contains 182077 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296208.000000 Penalty: 61069.699219
Iteration 176Q: 19 clusters Score -1.042962e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62118 members 
Mstep: Class 4 contains 229233 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 116815 members 
Mstep: Class 7 contains 11540 members 
Mstep: Class 8 contains 200071 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12416 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33742 members 
Mstep: Class 19 contains 181994 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296120.000000 Penalty: 61069.699219
Iteration 177Q: 19 clusters Score -1.042961e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62116 members 
Mstep: Class 4 contains 229106 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 117089 members 
Mstep: Class 7 contains 11539 members 
Mstep: Class 8 contains 200008 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12421 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33740 members 
Mstep: Class 19 contains 181909 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296128.000000 Penalty: 61069.699219
Iteration 178Q: 19 clusters Score -1.042961e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62106 members 
Mstep: Class 4 contains 229007 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 117370 members 
Mstep: Class 7 contains 11538 members 
Mstep: Class 8 contains 199914 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12431 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33740 members 
Mstep: Class 19 contains 181822 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296112.000000 Penalty: 61069.699219
Iteration 179Q: 19 clusters Score -1.042961e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62099 members 
Mstep: Class 4 contains 228926 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 117626 members 
Mstep: Class 7 contains 11536 members 
Mstep: Class 8 contains 199831 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12431 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33734 members 
Mstep: Class 19 contains 181741 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296280.000000 Penalty: 61069.699219
Iteration 180F: 19 clusters Score -1.042963e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62083 members 
Mstep: Class 4 contains 228859 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 117856 members 
Mstep: Class 7 contains 11536 members 
Mstep: Class 8 contains 199766 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12435 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33726 members 
Mstep: Class 19 contains 181658 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296424.000000 Penalty: 61069.699219
Iteration 181Q: 19 clusters Score -1.042964e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62076 members 
Mstep: Class 4 contains 228789 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 118117 members 
Mstep: Class 7 contains 11533 members 
Mstep: Class 8 contains 199685 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12439 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33720 members 
Mstep: Class 19 contains 181554 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296480.000000 Penalty: 61069.699219
Iteration 182Q: 19 clusters Score -1.042965e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62073 members 
Mstep: Class 4 contains 228714 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 118354 members 
Mstep: Class 7 contains 11530 members 
Mstep: Class 8 contains 199612 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12440 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33718 members 
Mstep: Class 19 contains 181472 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296416.000000 Penalty: 61069.699219
Iteration 183Q: 19 clusters Score -1.042964e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62074 members 
Mstep: Class 4 contains 228656 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 118576 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 199526 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12445 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33711 members 
Mstep: Class 19 contains 181393 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296600.000000 Penalty: 61069.699219
Iteration 184Q: 19 clusters Score -1.042966e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62075 members 
Mstep: Class 4 contains 228588 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 118792 members 
Mstep: Class 7 contains 11528 members 
Mstep: Class 8 contains 199443 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12450 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33703 members 
Mstep: Class 19 contains 181327 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296424.000000 Penalty: 61069.699219
Iteration 185Q: 19 clusters Score -1.042964e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62072 members 
Mstep: Class 4 contains 228542 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 119008 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 199338 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12450 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33692 members 
Mstep: Class 19 contains 181274 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296464.000000 Penalty: 61069.699219
Iteration 186Q: 19 clusters Score -1.042965e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62066 members 
Mstep: Class 4 contains 228470 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 119237 members 
Mstep: Class 7 contains 11524 members 
Mstep: Class 8 contains 199234 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33686 members 
Mstep: Class 19 contains 181226 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296408.000000 Penalty: 61069.699219
Iteration 187Q: 19 clusters Score -1.042964e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62063 members 
Mstep: Class 4 contains 228384 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 119483 members 
Mstep: Class 7 contains 11521 members 
Mstep: Class 8 contains 199126 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33682 members 
Mstep: Class 19 contains 181167 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296512.000000 Penalty: 61069.699219
Iteration 188Q: 19 clusters Score -1.042965e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62060 members 
Mstep: Class 4 contains 228283 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 119731 members 
Mstep: Class 7 contains 11521 members 
Mstep: Class 8 contains 199035 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12468 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33677 members 
Mstep: Class 19 contains 181103 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296432.000000 Penalty: 61069.699219
Iteration 189Q: 19 clusters Score -1.042964e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62051 members 
Mstep: Class 4 contains 228177 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 119956 members 
Mstep: Class 7 contains 11521 members 
Mstep: Class 8 contains 198966 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12483 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33678 members 
Mstep: Class 19 contains 181034 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296504.000000 Penalty: 61069.699219
Iteration 190Q: 19 clusters Score -1.042965e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62048 members 
Mstep: Class 4 contains 228092 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 120162 members 
Mstep: Class 7 contains 11521 members 
Mstep: Class 8 contains 198882 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12497 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33677 members 
Mstep: Class 19 contains 180982 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296448.000000 Penalty: 61069.699219
Iteration 191Q: 19 clusters Score -1.042964e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62039 members 
Mstep: Class 4 contains 228013 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 120375 members 
Mstep: Class 7 contains 11520 members 
Mstep: Class 8 contains 198788 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12514 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33675 members 
Mstep: Class 19 contains 180934 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296376.000000 Penalty: 61069.699219
Iteration 192Q: 19 clusters Score -1.042964e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62023 members 
Mstep: Class 4 contains 227941 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 120608 members 
Mstep: Class 7 contains 11519 members 
Mstep: Class 8 contains 198687 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12524 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33673 members 
Mstep: Class 19 contains 180876 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296272.000000 Penalty: 61069.699219
Iteration 193Q: 19 clusters Score -1.042963e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 62011 members 
Mstep: Class 4 contains 227879 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 120848 members 
Mstep: Class 7 contains 11522 members 
Mstep: Class 8 contains 198573 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12534 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33668 members 
Mstep: Class 19 contains 180815 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296328.000000 Penalty: 61069.699219
Iteration 194Q: 19 clusters Score -1.042963e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61997 members 
Mstep: Class 4 contains 227812 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 121093 members 
Mstep: Class 7 contains 11522 members 
Mstep: Class 8 contains 198456 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12546 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33669 members 
Mstep: Class 19 contains 180753 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296312.000000 Penalty: 61069.699219
Iteration 195Q: 19 clusters Score -1.042963e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61985 members 
Mstep: Class 4 contains 227732 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 121344 members 
Mstep: Class 7 contains 11521 members 
Mstep: Class 8 contains 198336 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12556 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33669 members 
Mstep: Class 19 contains 180701 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296392.000000 Penalty: 61069.699219
Iteration 196Q: 19 clusters Score -1.042964e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61977 members 
Mstep: Class 4 contains 227636 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 121599 members 
Mstep: Class 7 contains 11522 members 
Mstep: Class 8 contains 198225 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 12568 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33670 members 
Mstep: Class 19 contains 180644 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296416.000000 Penalty: 61069.699219
Iteration 197Q: 19 clusters Score -1.042964e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61960 members 
Mstep: Class 4 contains 227549 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 121870 members 
Mstep: Class 7 contains 11522 members 
Mstep: Class 8 contains 198087 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12577 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33678 members 
Mstep: Class 19 contains 180598 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296440.000000 Penalty: 61069.699219
Iteration 198Q: 19 clusters Score -1.042964e+08 nChanged 448
Entering ConstructFrom: 
Score: -104296440.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (5939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Entering Unmasked Estep 
Score: -715792.000000 Penalty: 2154.945312
	Iteration 0F: 2 clusters Score -715792 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 2930 members 
Entering Unmasked Estep 
Score: -710610.750000 Penalty: 4309.890625
	Iteration 0F: 3 clusters Score -710610.8 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -711881.187500 Penalty: 4309.890625
	Iteration 1F: 3 clusters Score -711881.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -712098.125000 Penalty: 4309.890625
	Iteration 2F: 3 clusters Score -712098.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -712229.750000 Penalty: 4309.890625
	Iteration 3Q: 3 clusters Score -712229.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -712330.437500 Penalty: 4309.890625
	Iteration 4Q: 3 clusters Score -712330.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -712411.187500 Penalty: 4309.890625
	Iteration 5Q: 3 clusters Score -712411.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -712462.312500 Penalty: 4309.890625
	Iteration 6Q: 3 clusters Score -712462.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -712505.125000 Penalty: 4309.890625
	Iteration 7Q: 3 clusters Score -712505.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -712546.125000 Penalty: 4309.890625
	Iteration 8Q: 3 clusters Score -712546.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -712596.625000 Penalty: 4309.890625
	Iteration 9Q: 3 clusters Score -712596.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -712645.625000 Penalty: 4309.890625
	Iteration 10Q: 3 clusters Score -712645.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -712693.875000 Penalty: 4309.890625
	Iteration 11Q: 3 clusters Score -712693.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -712742.062500 Penalty: 4309.890625
	Iteration 12Q: 3 clusters Score -712742.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -712794.687500 Penalty: 4309.890625
	Iteration 13Q: 3 clusters Score -712794.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -712851.812500 Penalty: 4309.890625
	Iteration 14Q: 3 clusters Score -712851.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -712909.500000 Penalty: 4309.890625
	Iteration 15Q: 3 clusters Score -712909.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -712973.062500 Penalty: 4309.890625
	Iteration 16Q: 3 clusters Score -712973.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -713035.500000 Penalty: 4309.890625
	Iteration 17Q: 3 clusters Score -713035.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -713090.750000 Penalty: 4309.890625
	Iteration 18Q: 3 clusters Score -713090.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -713141.375000 Penalty: 4309.890625
	Iteration 19Q: 3 clusters Score -713141.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -713187.250000 Penalty: 4309.890625
	Iteration 20F: 3 clusters Score -713187.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -713235.187500 Penalty: 4309.890625
	Iteration 21Q: 3 clusters Score -713235.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -713279.500000 Penalty: 4309.890625
	Iteration 22Q: 3 clusters Score -713279.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -713329.375000 Penalty: 4309.890625
	Iteration 23Q: 3 clusters Score -713329.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -713381.312500 Penalty: 4309.890625
	Iteration 24Q: 3 clusters Score -713381.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -713426.875000 Penalty: 4309.890625
	Iteration 25Q: 3 clusters Score -713426.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -713474.312500 Penalty: 4309.890625
	Iteration 26Q: 3 clusters Score -713474.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -713516.875000 Penalty: 4309.890625
	Iteration 27Q: 3 clusters Score -713516.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -713568.437500 Penalty: 4309.890625
	Iteration 28Q: 3 clusters Score -713568.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -713617.312500 Penalty: 4309.890625
	Iteration 29Q: 3 clusters Score -713617.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -713659.937500 Penalty: 4309.890625
	Iteration 30Q: 3 clusters Score -713659.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -713703.312500 Penalty: 4309.890625
	Iteration 31Q: 3 clusters Score -713703.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -713749.125000 Penalty: 4309.890625
	Iteration 32Q: 3 clusters Score -713749.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -713794.625000 Penalty: 4309.890625
	Iteration 33Q: 3 clusters Score -713794.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -713840.125000 Penalty: 4309.890625
	Iteration 34Q: 3 clusters Score -713840.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -713875.312500 Penalty: 4309.890625
	Iteration 35Q: 3 clusters Score -713875.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -713898.875000 Penalty: 4309.890625
	Iteration 36Q: 3 clusters Score -713898.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -713913.687500 Penalty: 4309.890625
	Iteration 37Q: 3 clusters Score -713913.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -713921.250000 Penalty: 4309.890625
	Iteration 38Q: 3 clusters Score -713921.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -713929.062500 Penalty: 4309.890625
	Iteration 39Q: 3 clusters Score -713929.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -713937.750000 Penalty: 4309.890625
	Iteration 40F: 3 clusters Score -713937.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -713942.875000 Penalty: 4309.890625
	Iteration 41Q: 3 clusters Score -713942.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -713946.812500 Penalty: 4309.890625
	Iteration 42Q: 3 clusters Score -713946.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -713955.937500 Penalty: 4309.890625
	Iteration 43Q: 3 clusters Score -713955.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -713961.125000 Penalty: 4309.890625
	Iteration 44Q: 3 clusters Score -713961.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -713966.562500 Penalty: 4309.890625
	Iteration 45Q: 3 clusters Score -713966.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -713971.562500 Penalty: 4309.890625
	Iteration 46Q: 3 clusters Score -713971.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -713978.250000 Penalty: 4309.890625
	Iteration 47Q: 3 clusters Score -713978.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -713979.812500 Penalty: 4309.890625
	Iteration 48Q: 3 clusters Score -713979.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -713987.375000 Penalty: 4309.890625
	Iteration 49Q: 3 clusters Score -713987.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -713991.125000 Penalty: 4309.890625
	Iteration 50Q: 3 clusters Score -713991.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -713997.312500 Penalty: 4309.890625
	Iteration 51Q: 3 clusters Score -713997.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -714000.812500 Penalty: 4309.890625
	Iteration 52Q: 3 clusters Score -714000.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -714006.375000 Penalty: 4309.890625
	Iteration 53Q: 3 clusters Score -714006.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -714012.125000 Penalty: 4309.890625
	Iteration 54Q: 3 clusters Score -714012.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -714015.812500 Penalty: 4309.890625
	Iteration 55Q: 3 clusters Score -714015.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -714020.500000 Penalty: 4309.890625
	Iteration 56Q: 3 clusters Score -714020.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -714028.187500 Penalty: 4309.890625
	Iteration 57Q: 3 clusters Score -714028.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -714036.750000 Penalty: 4309.890625
	Iteration 58Q: 3 clusters Score -714036.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -714041.125000 Penalty: 4309.890625
	Iteration 59Q: 3 clusters Score -714041.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -714044.437500 Penalty: 4309.890625
	Iteration 60F: 3 clusters Score -714044.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -714048.500000 Penalty: 4309.890625
	Iteration 61Q: 3 clusters Score -714048.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -714049.625000 Penalty: 4309.890625
	Iteration 62Q: 3 clusters Score -714049.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -714052.812500 Penalty: 4309.890625
	Iteration 63Q: 3 clusters Score -714052.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -714053.812500 Penalty: 4309.890625
	Iteration 64Q: 3 clusters Score -714053.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -714057.750000 Penalty: 4309.890625
	Iteration 65Q: 3 clusters Score -714057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -714060.250000 Penalty: 4309.890625
	Iteration 66Q: 3 clusters Score -714060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -714061.812500 Penalty: 4309.890625
	Iteration 67Q: 3 clusters Score -714061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -714064.312500 Penalty: 4309.890625
	Iteration 68Q: 3 clusters Score -714064.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -714066.937500 Penalty: 4309.890625
	Iteration 69Q: 3 clusters Score -714066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -714066.875000 Penalty: 4309.890625
	Iteration 70Q: 3 clusters Score -714066.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -714067.937500 Penalty: 4309.890625
	Iteration 71Q: 3 clusters Score -714067.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -714067.937500 Penalty: 4309.890625
	Iteration 72F: 3 clusters Score -714067.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -52802.625000 Penalty: 1558.927490
	Iteration 0F: 2 clusters Score -52802.62 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 283 members 
Entering Unmasked Estep 
Score: -51304.339844 Penalty: 3117.854980
	Iteration 0F: 3 clusters Score -51304.34 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51570.480469 Penalty: 3117.854980
	Iteration 1F: 3 clusters Score -51570.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51638.468750 Penalty: 3117.854980
	Iteration 2Q: 3 clusters Score -51638.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51704.121094 Penalty: 3117.854980
	Iteration 3Q: 3 clusters Score -51704.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51784.832031 Penalty: 3117.854980
	Iteration 4Q: 3 clusters Score -51784.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51848.699219 Penalty: 3117.854980
	Iteration 5Q: 3 clusters Score -51848.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51887.765625 Penalty: 3117.854980
	Iteration 6Q: 3 clusters Score -51887.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51910.031250 Penalty: 3117.854980
	Iteration 7Q: 3 clusters Score -51910.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51925.835938 Penalty: 3117.854980
	Iteration 8Q: 3 clusters Score -51925.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -51945.828125 Penalty: 3117.854980
	Iteration 9Q: 3 clusters Score -51945.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -51961.921875 Penalty: 3117.854980
	Iteration 10Q: 3 clusters Score -51961.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -51972.382812 Penalty: 3117.854980
	Iteration 11Q: 3 clusters Score -51972.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51981.449219 Penalty: 3117.854980
	Iteration 12Q: 3 clusters Score -51981.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -51985.539062 Penalty: 3117.854980
	Iteration 13Q: 3 clusters Score -51985.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51990.175781 Penalty: 3117.854980
	Iteration 14Q: 3 clusters Score -51990.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51990.175781 Penalty: 3117.854980
	Iteration 15F: 3 clusters Score -51990.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Entering Unmasked Estep 
Score: -7604962.000000 Penalty: 2736.448730
	Iteration 0F: 2 clusters Score -7604962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -7563358.000000 Penalty: 5472.897461
	Iteration 0F: 3 clusters Score -7563358 nChanged 28850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -7579673.000000 Penalty: 5472.897461
	Iteration 1F: 3 clusters Score -7579673 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -7580167.000000 Penalty: 5472.897461
	Iteration 2Q: 3 clusters Score -7580167 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -7580744.000000 Penalty: 5472.897461
	Iteration 3Q: 3 clusters Score -7580744 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -7581423.500000 Penalty: 5472.897461
	Iteration 4Q: 3 clusters Score -7581424 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -7582460.000000 Penalty: 5472.897461
	Iteration 5Q: 3 clusters Score -7582460 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -7583901.500000 Penalty: 5472.897461
	Iteration 6Q: 3 clusters Score -7583902 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -7585763.500000 Penalty: 5472.897461
	Iteration 7Q: 3 clusters Score -7585764 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -7588266.000000 Penalty: 5472.897461
	Iteration 8F: 3 clusters Score -7588266 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -7591178.500000 Penalty: 5472.897461
	Iteration 9F: 3 clusters Score -7591178 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -7593996.000000 Penalty: 5472.897461
	Iteration 10F: 3 clusters Score -7593996 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -7596326.500000 Penalty: 5472.897461
	Iteration 11Q: 3 clusters Score -7596326 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -7598160.000000 Penalty: 5472.897461
	Iteration 12Q: 3 clusters Score -7598160 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57886 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -7599684.500000 Penalty: 5472.897461
	Iteration 13Q: 3 clusters Score -7599684 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -7600752.000000 Penalty: 5472.897461
	Iteration 14Q: 3 clusters Score -7600752 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -7601454.000000 Penalty: 5472.897461
	Iteration 15Q: 3 clusters Score -7601454 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7601904.000000 Penalty: 5472.897461
	Iteration 16Q: 3 clusters Score -7601904 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61020 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7602144.500000 Penalty: 5472.897461
	Iteration 17Q: 3 clusters Score -7602144 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7602291.000000 Penalty: 5472.897461
	Iteration 18Q: 3 clusters Score -7602291 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61297 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7602376.000000 Penalty: 5472.897461
	Iteration 19Q: 3 clusters Score -7602376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61366 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7602449.500000 Penalty: 5472.897461
	Iteration 20F: 3 clusters Score -7602450 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61419 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7602492.000000 Penalty: 5472.897461
	Iteration 21Q: 3 clusters Score -7602492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61444 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7602512.000000 Penalty: 5472.897461
	Iteration 22Q: 3 clusters Score -7602512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7602534.000000 Penalty: 5472.897461
	Iteration 23Q: 3 clusters Score -7602534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61473 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7602557.500000 Penalty: 5472.897461
	Iteration 24Q: 3 clusters Score -7602558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61486 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7602567.000000 Penalty: 5472.897461
	Iteration 25Q: 3 clusters Score -7602567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7602591.500000 Penalty: 5472.897461
	Iteration 26Q: 3 clusters Score -7602592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7602597.000000 Penalty: 5472.897461
	Iteration 27Q: 3 clusters Score -7602597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7602609.000000 Penalty: 5472.897461
	Iteration 28Q: 3 clusters Score -7602609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7602615.500000 Penalty: 5472.897461
	Iteration 29Q: 3 clusters Score -7602616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7602618.500000 Penalty: 5472.897461
	Iteration 30Q: 3 clusters Score -7602618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7602617.000000 Penalty: 5472.897461
	Iteration 31Q: 3 clusters Score -7602617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7602619.000000 Penalty: 5472.897461
	Iteration 32Q: 3 clusters Score -7602619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7602624.000000 Penalty: 5472.897461
	Iteration 33Q: 3 clusters Score -7602624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7602621.000000 Penalty: 5472.897461
	Iteration 34Q: 3 clusters Score -7602621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7602621.000000 Penalty: 5472.897461
	Iteration 35F: 3 clusters Score -7602621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (227491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227491 members 
Entering Unmasked Estep 
Score: -27542654.000000 Penalty: 3059.046631
	Iteration 0F: 2 clusters Score -2.754265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113790 members 
Mstep: Class 2 contains 113701 members 
Entering Unmasked Estep 
Score: -27393988.000000 Penalty: 6118.093262
	Iteration 0F: 3 clusters Score -2.739399e+07 nChanged 110014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114394 members 
Mstep: Class 2 contains 113097 members 
Entering Unmasked Estep 
Score: -27457586.000000 Penalty: 6118.093262
	Iteration 1F: 3 clusters Score -2.745759e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114905 members 
Mstep: Class 2 contains 112586 members 
Entering Unmasked Estep 
Score: -27458750.000000 Penalty: 6118.093262
	Iteration 2Q: 3 clusters Score -2.745875e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115648 members 
Mstep: Class 2 contains 111843 members 
Entering Unmasked Estep 
Score: -27459556.000000 Penalty: 6118.093262
	Iteration 3Q: 3 clusters Score -2.745956e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116620 members 
Mstep: Class 2 contains 110871 members 
Entering Unmasked Estep 
Score: -27460692.000000 Penalty: 6118.093262
	Iteration 4Q: 3 clusters Score -2.746069e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118012 members 
Mstep: Class 2 contains 109479 members 
Entering Unmasked Estep 
Score: -27462210.000000 Penalty: 6118.093262
	Iteration 5Q: 3 clusters Score -2.746221e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120064 members 
Mstep: Class 2 contains 107427 members 
Entering Unmasked Estep 
Score: -27464370.000000 Penalty: 6118.093262
	Iteration 6Q: 3 clusters Score -2.746437e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123120 members 
Mstep: Class 2 contains 104371 members 
Entering Unmasked Estep 
Score: -27467486.000000 Penalty: 6118.093262
	Iteration 7Q: 3 clusters Score -2.746749e+07 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127475 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
Score: -27471806.000000 Penalty: 6118.093262
	Iteration 8Q: 3 clusters Score -2.747181e+07 nChanged 11269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133702 members 
Mstep: Class 2 contains 93789 members 
Entering Unmasked Estep 
Score: -27478014.000000 Penalty: 6118.093262
	Iteration 9Q: 3 clusters Score -2.747801e+07 nChanged 12897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141881 members 
Mstep: Class 2 contains 85610 members 
Entering Unmasked Estep 
Score: -27486118.000000 Penalty: 6118.093262
	Iteration 10F: 3 clusters Score -2.748612e+07 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151468 members 
Mstep: Class 2 contains 76023 members 
Entering Unmasked Estep 
Score: -27495980.000000 Penalty: 6118.093262
	Iteration 11F: 3 clusters Score -2.749598e+07 nChanged 13338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161116 members 
Mstep: Class 2 contains 66375 members 
Entering Unmasked Estep 
Score: -27505522.000000 Penalty: 6118.093262
	Iteration 12F: 3 clusters Score -2.750552e+07 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169590 members 
Mstep: Class 2 contains 57901 members 
Entering Unmasked Estep 
Score: -27513036.000000 Penalty: 6118.093262
	Iteration 13F: 3 clusters Score -2.751304e+07 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176515 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -27517820.000000 Penalty: 6118.093262
	Iteration 14Q: 3 clusters Score -2.751782e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182391 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -27521278.000000 Penalty: 6118.093262
	Iteration 15Q: 3 clusters Score -2.752128e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187547 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -27524262.000000 Penalty: 6118.093262
	Iteration 16Q: 3 clusters Score -2.752426e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192301 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -27526674.000000 Penalty: 6118.093262
	Iteration 17Q: 3 clusters Score -2.752667e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196547 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -27528622.000000 Penalty: 6118.093262
	Iteration 18Q: 3 clusters Score -2.752862e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200469 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -27530336.000000 Penalty: 6118.093262
	Iteration 19Q: 3 clusters Score -2.753034e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204047 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -27531826.000000 Penalty: 6118.093262
	Iteration 20F: 3 clusters Score -2.753183e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207333 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -27533176.000000 Penalty: 6118.093262
	Iteration 21Q: 3 clusters Score -2.753318e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210404 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -27534424.000000 Penalty: 6118.093262
	Iteration 22Q: 3 clusters Score -2.753442e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213220 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -27535546.000000 Penalty: 6118.093262
	Iteration 23Q: 3 clusters Score -2.753555e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215754 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -27536698.000000 Penalty: 6118.093262
	Iteration 24Q: 3 clusters Score -2.75367e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218027 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -27537486.000000 Penalty: 6118.093262
	Iteration 25Q: 3 clusters Score -2.753749e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219958 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -27538382.000000 Penalty: 6118.093262
	Iteration 26Q: 3 clusters Score -2.753838e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221505 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -27538872.000000 Penalty: 6118.093262
	Iteration 27Q: 3 clusters Score -2.753887e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222731 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -27539402.000000 Penalty: 6118.093262
	Iteration 28Q: 3 clusters Score -2.75394e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223687 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -27539640.000000 Penalty: 6118.093262
	Iteration 29Q: 3 clusters Score -2.753964e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224393 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -27539818.000000 Penalty: 6118.093262
	Iteration 30Q: 3 clusters Score -2.753982e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224914 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -27539962.000000 Penalty: 6118.093262
	Iteration 31Q: 3 clusters Score -2.753996e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225303 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -27540014.000000 Penalty: 6118.093262
	Iteration 32Q: 3 clusters Score -2.754001e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225578 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -27540106.000000 Penalty: 6118.093262
	Iteration 33Q: 3 clusters Score -2.754011e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225816 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -27540188.000000 Penalty: 6118.093262
	Iteration 34Q: 3 clusters Score -2.754019e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225999 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -27540202.000000 Penalty: 6118.093262
	Iteration 35Q: 3 clusters Score -2.75402e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226127 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -27540194.000000 Penalty: 6118.093262
	Iteration 36Q: 3 clusters Score -2.754019e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226208 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -27540206.000000 Penalty: 6118.093262
	Iteration 37Q: 3 clusters Score -2.754021e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226276 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -27540246.000000 Penalty: 6118.093262
	Iteration 38Q: 3 clusters Score -2.754025e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226322 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -27540234.000000 Penalty: 6118.093262
	Iteration 39Q: 3 clusters Score -2.754023e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226363 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -27540240.000000 Penalty: 6118.093262
	Iteration 40F: 3 clusters Score -2.754024e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226397 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -27540228.000000 Penalty: 6118.093262
	Iteration 41Q: 3 clusters Score -2.754023e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226425 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -27540254.000000 Penalty: 6118.093262
	Iteration 42Q: 3 clusters Score -2.754025e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226439 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -27540248.000000 Penalty: 6118.093262
	Iteration 43Q: 3 clusters Score -2.754025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226454 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -27540250.000000 Penalty: 6118.093262
	Iteration 44Q: 3 clusters Score -2.754025e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226467 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -27540230.000000 Penalty: 6118.093262
	Iteration 45Q: 3 clusters Score -2.754023e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226480 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -27540232.000000 Penalty: 6118.093262
	Iteration 46Q: 3 clusters Score -2.754023e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226498 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -27540232.000000 Penalty: 6118.093262
	Iteration 47Q: 3 clusters Score -2.754023e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226515 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -27540246.000000 Penalty: 6118.093262
	Iteration 48Q: 3 clusters Score -2.754025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226521 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -27540236.000000 Penalty: 6118.093262
	Iteration 49Q: 3 clusters Score -2.754024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226528 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -27540256.000000 Penalty: 6118.093262
	Iteration 50Q: 3 clusters Score -2.754026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226539 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -27540242.000000 Penalty: 6118.093262
	Iteration 51Q: 3 clusters Score -2.754024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226545 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -27540250.000000 Penalty: 6118.093262
	Iteration 52Q: 3 clusters Score -2.754025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226554 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -27540256.000000 Penalty: 6118.093262
	Iteration 53Q: 3 clusters Score -2.754026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226566 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -27540242.000000 Penalty: 6118.093262
	Iteration 54Q: 3 clusters Score -2.754024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226575 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -27540250.000000 Penalty: 6118.093262
	Iteration 55Q: 3 clusters Score -2.754025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226589 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -27540270.000000 Penalty: 6118.093262
	Iteration 56Q: 3 clusters Score -2.754027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226604 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -27540272.000000 Penalty: 6118.093262
	Iteration 57Q: 3 clusters Score -2.754027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226616 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -27540292.000000 Penalty: 6118.093262
	Iteration 58Q: 3 clusters Score -2.754029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226626 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -27540286.000000 Penalty: 6118.093262
	Iteration 59Q: 3 clusters Score -2.754029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226631 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -27540300.000000 Penalty: 6118.093262
	Iteration 60F: 3 clusters Score -2.75403e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226643 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -27540280.000000 Penalty: 6118.093262
	Iteration 61Q: 3 clusters Score -2.754028e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226656 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -27540300.000000 Penalty: 6118.093262
	Iteration 62Q: 3 clusters Score -2.75403e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226660 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -27540282.000000 Penalty: 6118.093262
	Iteration 63Q: 3 clusters Score -2.754028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226672 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -27540270.000000 Penalty: 6118.093262
	Iteration 64Q: 3 clusters Score -2.754027e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226682 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -27540298.000000 Penalty: 6118.093262
	Iteration 65Q: 3 clusters Score -2.75403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226694 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -27540270.000000 Penalty: 6118.093262
	Iteration 66Q: 3 clusters Score -2.754027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226703 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -27540260.000000 Penalty: 6118.093262
	Iteration 67Q: 3 clusters Score -2.754026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226711 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -27540268.000000 Penalty: 6118.093262
	Iteration 68Q: 3 clusters Score -2.754027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226719 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -27540274.000000 Penalty: 6118.093262
	Iteration 69Q: 3 clusters Score -2.754027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226724 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -27540282.000000 Penalty: 6118.093262
	Iteration 70Q: 3 clusters Score -2.754028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226731 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -27540304.000000 Penalty: 6118.093262
	Iteration 71Q: 3 clusters Score -2.75403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226735 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -27540292.000000 Penalty: 6118.093262
	Iteration 72Q: 3 clusters Score -2.754029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226737 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -27540300.000000 Penalty: 6118.093262
	Iteration 73Q: 3 clusters Score -2.75403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226738 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -27540302.000000 Penalty: 6118.093262
	Iteration 74Q: 3 clusters Score -2.75403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226738 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -27540302.000000 Penalty: 6118.093262
	Iteration 75F: 3 clusters Score -2.75403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Entering Unmasked Estep 
Score: -446827.937500 Penalty: 2041.842896
	Iteration 0F: 2 clusters Score -446827.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -443139.250000 Penalty: 4083.685791
	Iteration 0F: 3 clusters Score -443139.2 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -443919.187500 Penalty: 4083.685791
	Iteration 1F: 3 clusters Score -443919.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -444078.406250 Penalty: 4083.685791
	Iteration 2F: 3 clusters Score -444078.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -444163.406250 Penalty: 4083.685791
	Iteration 3Q: 3 clusters Score -444163.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -444221.625000 Penalty: 4083.685791
	Iteration 4Q: 3 clusters Score -444221.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -444270.500000 Penalty: 4083.685791
	Iteration 5Q: 3 clusters Score -444270.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -444306.187500 Penalty: 4083.685791
	Iteration 6Q: 3 clusters Score -444306.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -444329.437500 Penalty: 4083.685791
	Iteration 7Q: 3 clusters Score -444329.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -444346.312500 Penalty: 4083.685791
	Iteration 8Q: 3 clusters Score -444346.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -444358.718750 Penalty: 4083.685791
	Iteration 9Q: 3 clusters Score -444358.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -444369.843750 Penalty: 4083.685791
	Iteration 10Q: 3 clusters Score -444369.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -444377.906250 Penalty: 4083.685791
	Iteration 11Q: 3 clusters Score -444377.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -444384.781250 Penalty: 4083.685791
	Iteration 12Q: 3 clusters Score -444384.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -444391.093750 Penalty: 4083.685791
	Iteration 13Q: 3 clusters Score -444391.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -444395.656250 Penalty: 4083.685791
	Iteration 14Q: 3 clusters Score -444395.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -444400.656250 Penalty: 4083.685791
	Iteration 15Q: 3 clusters Score -444400.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -444405.250000 Penalty: 4083.685791
	Iteration 16Q: 3 clusters Score -444405.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -444409.593750 Penalty: 4083.685791
	Iteration 17Q: 3 clusters Score -444409.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -444412.000000 Penalty: 4083.685791
	Iteration 18Q: 3 clusters Score -444412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -444415.031250 Penalty: 4083.685791
	Iteration 19Q: 3 clusters Score -444415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -444418.968750 Penalty: 4083.685791
	Iteration 20F: 3 clusters Score -444419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -444420.375000 Penalty: 4083.685791
	Iteration 21Q: 3 clusters Score -444420.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -444422.062500 Penalty: 4083.685791
	Iteration 22Q: 3 clusters Score -444422.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -444423.031250 Penalty: 4083.685791
	Iteration 23Q: 3 clusters Score -444423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -444424.781250 Penalty: 4083.685791
	Iteration 24Q: 3 clusters Score -444424.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -444427.312500 Penalty: 4083.685791
	Iteration 25Q: 3 clusters Score -444427.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -444428.437500 Penalty: 4083.685791
	Iteration 26Q: 3 clusters Score -444428.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -444429.250000 Penalty: 4083.685791
	Iteration 27Q: 3 clusters Score -444429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -444429.375000 Penalty: 4083.685791
	Iteration 28Q: 3 clusters Score -444429.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -444431.031250 Penalty: 4083.685791
	Iteration 29Q: 3 clusters Score -444431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -444431.531250 Penalty: 4083.685791
	Iteration 30Q: 3 clusters Score -444431.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -444434.750000 Penalty: 4083.685791
	Iteration 31Q: 3 clusters Score -444434.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -444437.312500 Penalty: 4083.685791
	Iteration 32Q: 3 clusters Score -444437.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -444439.125000 Penalty: 4083.685791
	Iteration 33Q: 3 clusters Score -444439.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -444441.593750 Penalty: 4083.685791
	Iteration 34Q: 3 clusters Score -444441.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -444444.562500 Penalty: 4083.685791
	Iteration 35Q: 3 clusters Score -444444.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -444446.062500 Penalty: 4083.685791
	Iteration 36Q: 3 clusters Score -444446.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -444447.875000 Penalty: 4083.685791
	Iteration 37Q: 3 clusters Score -444447.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -444448.656250 Penalty: 4083.685791
	Iteration 38Q: 3 clusters Score -444448.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -444448.781250 Penalty: 4083.685791
	Iteration 39Q: 3 clusters Score -444448.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -444450.281250 Penalty: 4083.685791
	Iteration 40F: 3 clusters Score -444450.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -444452.437500 Penalty: 4083.685791
	Iteration 41Q: 3 clusters Score -444452.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -444453.375000 Penalty: 4083.685791
	Iteration 42Q: 3 clusters Score -444453.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -444455.000000 Penalty: 4083.685791
	Iteration 43Q: 3 clusters Score -444455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -444458.937500 Penalty: 4083.685791
	Iteration 44Q: 3 clusters Score -444458.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -444461.750000 Penalty: 4083.685791
	Iteration 45Q: 3 clusters Score -444461.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -444464.812500 Penalty: 4083.685791
	Iteration 46Q: 3 clusters Score -444464.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -444467.406250 Penalty: 4083.685791
	Iteration 47Q: 3 clusters Score -444467.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -444470.687500 Penalty: 4083.685791
	Iteration 48Q: 3 clusters Score -444470.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -444472.187500 Penalty: 4083.685791
	Iteration 49Q: 3 clusters Score -444472.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -444475.375000 Penalty: 4083.685791
	Iteration 50Q: 3 clusters Score -444475.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -444478.500000 Penalty: 4083.685791
	Iteration 51Q: 3 clusters Score -444478.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -444477.656250 Penalty: 4083.685791
	Iteration 52Q: 3 clusters Score -444477.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -444479.375000 Penalty: 4083.685791
	Iteration 53Q: 3 clusters Score -444479.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -444480.312500 Penalty: 4083.685791
	Iteration 54Q: 3 clusters Score -444480.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -444481.812500 Penalty: 4083.685791
	Iteration 55Q: 3 clusters Score -444481.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -444485.031250 Penalty: 4083.685791
	Iteration 56Q: 3 clusters Score -444485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -444487.656250 Penalty: 4083.685791
	Iteration 57Q: 3 clusters Score -444487.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -444489.000000 Penalty: 4083.685791
	Iteration 58Q: 3 clusters Score -444489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -444490.187500 Penalty: 4083.685791
	Iteration 59Q: 3 clusters Score -444490.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -444492.062500 Penalty: 4083.685791
	Iteration 60F: 3 clusters Score -444492.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (122135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122135 members 
Entering Unmasked Estep 
Score: -14909173.000000 Penalty: 2904.794678
	Iteration 0F: 2 clusters Score -1.490917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -14827555.000000 Penalty: 5809.589355
	Iteration 0F: 3 clusters Score -1.482756e+07 nChanged 58141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -14860846.000000 Penalty: 5809.589355
	Iteration 1F: 3 clusters Score -1.486085e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 62023 members 
Entering Unmasked Estep 
Score: -14861568.000000 Penalty: 5809.589355
	Iteration 2Q: 3 clusters Score -1.486157e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -14862193.000000 Penalty: 5809.589355
	Iteration 3Q: 3 clusters Score -1.486219e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58908 members 
Mstep: Class 2 contains 63227 members 
Entering Unmasked Estep 
Score: -14863016.000000 Penalty: 5809.589355
	Iteration 4Q: 3 clusters Score -1.486302e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -14864042.000000 Penalty: 5809.589355
	Iteration 5Q: 3 clusters Score -1.486404e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -14865199.000000 Penalty: 5809.589355
	Iteration 6Q: 3 clusters Score -1.48652e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 67943 members 
Entering Unmasked Estep 
Score: -14866712.000000 Penalty: 5809.589355
	Iteration 7Q: 3 clusters Score -1.486671e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 70854 members 
Entering Unmasked Estep 
Score: -14869110.000000 Penalty: 5809.589355
	Iteration 8Q: 3 clusters Score -1.486911e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 74559 members 
Entering Unmasked Estep 
Score: -14872748.000000 Penalty: 5809.589355
	Iteration 9Q: 3 clusters Score -1.487275e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
Score: -14877882.000000 Penalty: 5809.589355
	Iteration 10F: 3 clusters Score -1.487788e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 82827 members 
Entering Unmasked Estep 
Score: -14883497.000000 Penalty: 5809.589355
	Iteration 11F: 3 clusters Score -1.48835e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 86030 members 
Entering Unmasked Estep 
Score: -14888259.000000 Penalty: 5809.589355
	Iteration 12F: 3 clusters Score -1.488826e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -14891113.000000 Penalty: 5809.589355
	Iteration 13Q: 3 clusters Score -1.489111e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 90309 members 
Entering Unmasked Estep 
Score: -14892561.000000 Penalty: 5809.589355
	Iteration 14Q: 3 clusters Score -1.489256e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 92179 members 
Entering Unmasked Estep 
Score: -14893439.000000 Penalty: 5809.589355
	Iteration 15Q: 3 clusters Score -1.489344e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 94054 members 
Entering Unmasked Estep 
Score: -14894071.000000 Penalty: 5809.589355
	Iteration 16Q: 3 clusters Score -1.489407e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 95890 members 
Entering Unmasked Estep 
Score: -14894735.000000 Penalty: 5809.589355
	Iteration 17Q: 3 clusters Score -1.489474e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 97817 members 
Entering Unmasked Estep 
Score: -14895393.000000 Penalty: 5809.589355
	Iteration 18Q: 3 clusters Score -1.489539e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 99777 members 
Entering Unmasked Estep 
Score: -14896231.000000 Penalty: 5809.589355
	Iteration 19Q: 3 clusters Score -1.489623e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 101879 members 
Entering Unmasked Estep 
Score: -14897105.000000 Penalty: 5809.589355
	Iteration 20F: 3 clusters Score -1.48971e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 103991 members 
Entering Unmasked Estep 
Score: -14898030.000000 Penalty: 5809.589355
	Iteration 21Q: 3 clusters Score -1.489803e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 106138 members 
Entering Unmasked Estep 
Score: -14899053.000000 Penalty: 5809.589355
	Iteration 22Q: 3 clusters Score -1.489905e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 108233 members 
Entering Unmasked Estep 
Score: -14900056.000000 Penalty: 5809.589355
	Iteration 23Q: 3 clusters Score -1.490006e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 110211 members 
Entering Unmasked Estep 
Score: -14901027.000000 Penalty: 5809.589355
	Iteration 24Q: 3 clusters Score -1.490103e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 112037 members 
Entering Unmasked Estep 
Score: -14901945.000000 Penalty: 5809.589355
	Iteration 25Q: 3 clusters Score -1.490194e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 113680 members 
Entering Unmasked Estep 
Score: -14902886.000000 Penalty: 5809.589355
	Iteration 26Q: 3 clusters Score -1.490289e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 115140 members 
Entering Unmasked Estep 
Score: -14903612.000000 Penalty: 5809.589355
	Iteration 27Q: 3 clusters Score -1.490361e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 116410 members 
Entering Unmasked Estep 
Score: -14904254.000000 Penalty: 5809.589355
	Iteration 28Q: 3 clusters Score -1.490425e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 117480 members 
Entering Unmasked Estep 
Score: -14904821.000000 Penalty: 5809.589355
	Iteration 29Q: 3 clusters Score -1.490482e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 118311 members 
Entering Unmasked Estep 
Score: -14905247.000000 Penalty: 5809.589355
	Iteration 30Q: 3 clusters Score -1.490525e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 118984 members 
Entering Unmasked Estep 
Score: -14905611.000000 Penalty: 5809.589355
	Iteration 31Q: 3 clusters Score -1.490561e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 119487 members 
Entering Unmasked Estep 
Score: -14905843.000000 Penalty: 5809.589355
	Iteration 32Q: 3 clusters Score -1.490584e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 119889 members 
Entering Unmasked Estep 
Score: -14906048.000000 Penalty: 5809.589355
	Iteration 33Q: 3 clusters Score -1.490605e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 120195 members 
Entering Unmasked Estep 
Score: -14906221.000000 Penalty: 5809.589355
	Iteration 34Q: 3 clusters Score -1.490622e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 120429 members 
Entering Unmasked Estep 
Score: -14906342.000000 Penalty: 5809.589355
	Iteration 35Q: 3 clusters Score -1.490634e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 120615 members 
Entering Unmasked Estep 
Score: -14906435.000000 Penalty: 5809.589355
	Iteration 36Q: 3 clusters Score -1.490644e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 120740 members 
Entering Unmasked Estep 
Score: -14906492.000000 Penalty: 5809.589355
	Iteration 37Q: 3 clusters Score -1.490649e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 120831 members 
Entering Unmasked Estep 
Score: -14906527.000000 Penalty: 5809.589355
	Iteration 38Q: 3 clusters Score -1.490653e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 120887 members 
Entering Unmasked Estep 
Score: -14906579.000000 Penalty: 5809.589355
	Iteration 39Q: 3 clusters Score -1.490658e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 120936 members 
Entering Unmasked Estep 
Score: -14906598.000000 Penalty: 5809.589355
	Iteration 40F: 3 clusters Score -1.49066e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 120983 members 
Entering Unmasked Estep 
Score: -14906620.000000 Penalty: 5809.589355
	Iteration 41Q: 3 clusters Score -1.490662e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 121016 members 
Entering Unmasked Estep 
Score: -14906644.000000 Penalty: 5809.589355
	Iteration 42Q: 3 clusters Score -1.490664e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 121054 members 
Entering Unmasked Estep 
Score: -14906633.000000 Penalty: 5809.589355
	Iteration 43Q: 3 clusters Score -1.490663e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 121089 members 
Entering Unmasked Estep 
Score: -14906658.000000 Penalty: 5809.589355
	Iteration 44Q: 3 clusters Score -1.490666e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 121113 members 
Entering Unmasked Estep 
Score: -14906692.000000 Penalty: 5809.589355
	Iteration 45Q: 3 clusters Score -1.490669e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 121131 members 
Entering Unmasked Estep 
Score: -14906691.000000 Penalty: 5809.589355
	Iteration 46Q: 3 clusters Score -1.490669e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 121153 members 
Entering Unmasked Estep 
Score: -14906714.000000 Penalty: 5809.589355
	Iteration 47Q: 3 clusters Score -1.490671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 121159 members 
Entering Unmasked Estep 
Score: -14906714.000000 Penalty: 5809.589355
	Iteration 48Q: 3 clusters Score -1.490671e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 121169 members 
Entering Unmasked Estep 
Score: -14906722.000000 Penalty: 5809.589355
	Iteration 49Q: 3 clusters Score -1.490672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 121181 members 
Entering Unmasked Estep 
Score: -14906751.000000 Penalty: 5809.589355
	Iteration 50Q: 3 clusters Score -1.490675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 121188 members 
Entering Unmasked Estep 
Score: -14906740.000000 Penalty: 5809.589355
	Iteration 51Q: 3 clusters Score -1.490674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 121190 members 
Entering Unmasked Estep 
Score: -14906751.000000 Penalty: 5809.589355
	Iteration 52Q: 3 clusters Score -1.490675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 121193 members 
Entering Unmasked Estep 
Score: -14906749.000000 Penalty: 5809.589355
	Iteration 53Q: 3 clusters Score -1.490675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 121198 members 
Entering Unmasked Estep 
Score: -14906748.000000 Penalty: 5809.589355
	Iteration 54Q: 3 clusters Score -1.490675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 121202 members 
Entering Unmasked Estep 
Score: -14906752.000000 Penalty: 5809.589355
	Iteration 55Q: 3 clusters Score -1.490675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 121206 members 
Entering Unmasked Estep 
Score: -14906760.000000 Penalty: 5809.589355
	Iteration 56Q: 3 clusters Score -1.490676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 121209 members 
Entering Unmasked Estep 
Score: -14906759.000000 Penalty: 5809.589355
	Iteration 57Q: 3 clusters Score -1.490676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 121212 members 
Entering Unmasked Estep 
Score: -14906775.000000 Penalty: 5809.589355
	Iteration 58Q: 3 clusters Score -1.490678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 121212 members 
Entering Unmasked Estep 
Score: -14906771.000000 Penalty: 5809.589355
	Iteration 59Q: 3 clusters Score -1.490677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 121212 members 
Entering Unmasked Estep 
Score: -14906776.000000 Penalty: 5809.589355
	Iteration 60F: 3 clusters Score -1.490678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 121213 members 
Entering Unmasked Estep 
Score: -14906770.000000 Penalty: 5809.589355
	Iteration 61Q: 3 clusters Score -1.490677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 121215 members 
Entering Unmasked Estep 
Score: -14906770.000000 Penalty: 5809.589355
	Iteration 62Q: 3 clusters Score -1.490677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 121218 members 
Entering Unmasked Estep 
Score: -14906785.000000 Penalty: 5809.589355
	Iteration 63Q: 3 clusters Score -1.490678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 121221 members 
Entering Unmasked Estep 
Score: -14906782.000000 Penalty: 5809.589355
	Iteration 64Q: 3 clusters Score -1.490678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 121224 members 
Entering Unmasked Estep 
Score: -14906786.000000 Penalty: 5809.589355
	Iteration 65Q: 3 clusters Score -1.490679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 121226 members 
Entering Unmasked Estep 
Score: -14906797.000000 Penalty: 5809.589355
	Iteration 66Q: 3 clusters Score -1.49068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 121227 members 
Entering Unmasked Estep 
Score: -14906781.000000 Penalty: 5809.589355
	Iteration 67Q: 3 clusters Score -1.490678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 121229 members 
Entering Unmasked Estep 
Score: -14906787.000000 Penalty: 5809.589355
	Iteration 68Q: 3 clusters Score -1.490679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 121231 members 
Entering Unmasked Estep 
Score: -14906786.000000 Penalty: 5809.589355
	Iteration 69Q: 3 clusters Score -1.490679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 121233 members 
Entering Unmasked Estep 
Score: -14906783.000000 Penalty: 5809.589355
	Iteration 70Q: 3 clusters Score -1.490678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 121232 members 
Entering Unmasked Estep 
Score: -14906785.000000 Penalty: 5809.589355
	Iteration 71Q: 3 clusters Score -1.490678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 121234 members 
Entering Unmasked Estep 
Score: -14906789.000000 Penalty: 5809.589355
	Iteration 72Q: 3 clusters Score -1.490679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 121236 members 
Entering Unmasked Estep 
Score: -14906786.000000 Penalty: 5809.589355
	Iteration 73Q: 3 clusters Score -1.490679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 121237 members 
Entering Unmasked Estep 
Score: -14906794.000000 Penalty: 5809.589355
	Iteration 74Q: 3 clusters Score -1.490679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 121237 members 
Entering Unmasked Estep 
Score: -14906788.000000 Penalty: 5809.589355
	Iteration 75Q: 3 clusters Score -1.490679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 121236 members 
Entering Unmasked Estep 
Score: -14906788.000000 Penalty: 5809.589355
	Iteration 76Q: 3 clusters Score -1.490679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 121235 members 
Entering Unmasked Estep 
Score: -14906782.000000 Penalty: 5809.589355
	Iteration 77Q: 3 clusters Score -1.490678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 121236 members 
Entering Unmasked Estep 
Score: -14906787.000000 Penalty: 5809.589355
	Iteration 78Q: 3 clusters Score -1.490679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 121240 members 
Entering Unmasked Estep 
Score: -14906790.000000 Penalty: 5809.589355
	Iteration 79Q: 3 clusters Score -1.490679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 121242 members 
Entering Unmasked Estep 
Score: -14906792.000000 Penalty: 5809.589355
	Iteration 80F: 3 clusters Score -1.490679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 121246 members 
Entering Unmasked Estep 
Score: -14906792.000000 Penalty: 5809.589355
	Iteration 81Q: 3 clusters Score -1.490679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 121249 members 
Entering Unmasked Estep 
Score: -14906802.000000 Penalty: 5809.589355
	Iteration 82Q: 3 clusters Score -1.49068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 121251 members 
Entering Unmasked Estep 
Score: -14906810.000000 Penalty: 5809.589355
	Iteration 83Q: 3 clusters Score -1.490681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 121252 members 
Entering Unmasked Estep 
Score: -14906805.000000 Penalty: 5809.589355
	Iteration 84Q: 3 clusters Score -1.49068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 121254 members 
Entering Unmasked Estep 
Score: -14906805.000000 Penalty: 5809.589355
	Iteration 85Q: 3 clusters Score -1.49068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 121256 members 
Entering Unmasked Estep 
Score: -14906794.000000 Penalty: 5809.589355
	Iteration 86Q: 3 clusters Score -1.490679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 121258 members 
Entering Unmasked Estep 
Score: -14906802.000000 Penalty: 5809.589355
	Iteration 87Q: 3 clusters Score -1.49068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 121258 members 
Entering Unmasked Estep 
Score: -14906800.000000 Penalty: 5809.589355
	Iteration 88Q: 3 clusters Score -1.49068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 121259 members 
Entering Unmasked Estep 
Score: -14906804.000000 Penalty: 5809.589355
	Iteration 89Q: 3 clusters Score -1.49068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 121260 members 
Entering Unmasked Estep 
Score: -14906800.000000 Penalty: 5809.589355
	Iteration 90Q: 3 clusters Score -1.49068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 121262 members 
Entering Unmasked Estep 
Score: -14906812.000000 Penalty: 5809.589355
	Iteration 91Q: 3 clusters Score -1.490681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 121262 members 
Entering Unmasked Estep 
Score: -14906812.000000 Penalty: 5809.589355
	Iteration 92F: 3 clusters Score -1.490681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Entering Unmasked Estep 
Score: -1340201.750000 Penalty: 2319.320801
	Iteration 0F: 2 clusters Score -1340202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1331533.000000 Penalty: 4638.641602
	Iteration 0F: 3 clusters Score -1331533 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1334142.500000 Penalty: 4638.641602
	Iteration 1F: 3 clusters Score -1334142 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1334441.000000 Penalty: 4638.641602
	Iteration 2F: 3 clusters Score -1334441 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1334668.125000 Penalty: 4638.641602
	Iteration 3Q: 3 clusters Score -1334668 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1334859.250000 Penalty: 4638.641602
	Iteration 4Q: 3 clusters Score -1334859 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1335018.375000 Penalty: 4638.641602
	Iteration 5Q: 3 clusters Score -1335018 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1335177.250000 Penalty: 4638.641602
	Iteration 6Q: 3 clusters Score -1335177 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1335341.250000 Penalty: 4638.641602
	Iteration 7Q: 3 clusters Score -1335341 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1335533.000000 Penalty: 4638.641602
	Iteration 8Q: 3 clusters Score -1335533 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1335797.125000 Penalty: 4638.641602
	Iteration 9Q: 3 clusters Score -1335797 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1336126.375000 Penalty: 4638.641602
	Iteration 10Q: 3 clusters Score -1336126 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1336515.250000 Penalty: 4638.641602
	Iteration 11Q: 3 clusters Score -1336515 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1336965.750000 Penalty: 4638.641602
	Iteration 12Q: 3 clusters Score -1336966 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1337360.000000 Penalty: 4638.641602
	Iteration 13Q: 3 clusters Score -1337360 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1337654.250000 Penalty: 4638.641602
	Iteration 14Q: 3 clusters Score -1337654 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1337866.625000 Penalty: 4638.641602
	Iteration 15Q: 3 clusters Score -1337867 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1337986.000000 Penalty: 4638.641602
	Iteration 16Q: 3 clusters Score -1337986 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1338047.000000 Penalty: 4638.641602
	Iteration 17Q: 3 clusters Score -1338047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1338085.250000 Penalty: 4638.641602
	Iteration 18Q: 3 clusters Score -1338085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1338114.375000 Penalty: 4638.641602
	Iteration 19Q: 3 clusters Score -1338114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1338141.750000 Penalty: 4638.641602
	Iteration 20F: 3 clusters Score -1338142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1338159.250000 Penalty: 4638.641602
	Iteration 21Q: 3 clusters Score -1338159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1338172.250000 Penalty: 4638.641602
	Iteration 22Q: 3 clusters Score -1338172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1338187.625000 Penalty: 4638.641602
	Iteration 23Q: 3 clusters Score -1338188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1338192.750000 Penalty: 4638.641602
	Iteration 24Q: 3 clusters Score -1338193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1338193.250000 Penalty: 4638.641602
	Iteration 25Q: 3 clusters Score -1338193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1338192.625000 Penalty: 4638.641602
	Iteration 26Q: 3 clusters Score -1338193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1338192.625000 Penalty: 4638.641602
	Iteration 27F: 3 clusters Score -1338193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (197929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197929 members 
Entering Unmasked Estep 
Score: -24063582.000000 Penalty: 3024.524414
	Iteration 0F: 2 clusters Score -2.406358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98839 members 
Mstep: Class 2 contains 99090 members 
Entering Unmasked Estep 
Score: -23935204.000000 Penalty: 6049.048828
	Iteration 0F: 3 clusters Score -2.39352e+07 nChanged 95158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97549 members 
Mstep: Class 2 contains 100380 members 
Entering Unmasked Estep 
Score: -23990406.000000 Penalty: 6049.048828
	Iteration 1F: 3 clusters Score -2.399041e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96629 members 
Mstep: Class 2 contains 101300 members 
Entering Unmasked Estep 
Score: -23991782.000000 Penalty: 6049.048828
	Iteration 2Q: 3 clusters Score -2.399178e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95129 members 
Mstep: Class 2 contains 102800 members 
Entering Unmasked Estep 
Score: -23993344.000000 Penalty: 6049.048828
	Iteration 3Q: 3 clusters Score -2.399334e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92611 members 
Mstep: Class 2 contains 105318 members 
Entering Unmasked Estep 
Score: -23995568.000000 Penalty: 6049.048828
	Iteration 4Q: 3 clusters Score -2.399557e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88529 members 
Mstep: Class 2 contains 109400 members 
Entering Unmasked Estep 
Score: -23999390.000000 Penalty: 6049.048828
	Iteration 5Q: 3 clusters Score -2.399939e+07 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 115595 members 
Entering Unmasked Estep 
Score: -24005480.000000 Penalty: 6049.048828
	Iteration 6F: 3 clusters Score -2.400548e+07 nChanged 13318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73828 members 
Mstep: Class 2 contains 124101 members 
Entering Unmasked Estep 
Score: -24014998.000000 Penalty: 6049.048828
	Iteration 7F: 3 clusters Score -2.4015e+07 nChanged 14854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 133885 members 
Entering Unmasked Estep 
Score: -24028200.000000 Penalty: 6049.048828
	Iteration 8F: 3 clusters Score -2.40282e+07 nChanged 13895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 142320 members 
Entering Unmasked Estep 
Score: -24040492.000000 Penalty: 6049.048828
	Iteration 9F: 3 clusters Score -2.404049e+07 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 147703 members 
Entering Unmasked Estep 
Score: -24047448.000000 Penalty: 6049.048828
	Iteration 10F: 3 clusters Score -2.404745e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 151568 members 
Entering Unmasked Estep 
Score: -24050422.000000 Penalty: 6049.048828
	Iteration 11Q: 3 clusters Score -2.405042e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 155061 members 
Entering Unmasked Estep 
Score: -24052040.000000 Penalty: 6049.048828
	Iteration 12Q: 3 clusters Score -2.405204e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 158362 members 
Entering Unmasked Estep 
Score: -24053296.000000 Penalty: 6049.048828
	Iteration 13Q: 3 clusters Score -2.40533e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 161558 members 
Entering Unmasked Estep 
Score: -24054490.000000 Penalty: 6049.048828
	Iteration 14Q: 3 clusters Score -2.405449e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 164687 members 
Entering Unmasked Estep 
Score: -24055480.000000 Penalty: 6049.048828
	Iteration 15Q: 3 clusters Score -2.405548e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 167663 members 
Entering Unmasked Estep 
Score: -24056396.000000 Penalty: 6049.048828
	Iteration 16Q: 3 clusters Score -2.40564e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 170511 members 
Entering Unmasked Estep 
Score: -24057102.000000 Penalty: 6049.048828
	Iteration 17Q: 3 clusters Score -2.40571e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 173106 members 
Entering Unmasked Estep 
Score: -24057854.000000 Penalty: 6049.048828
	Iteration 18Q: 3 clusters Score -2.405785e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 175542 members 
Entering Unmasked Estep 
Score: -24058474.000000 Penalty: 6049.048828
	Iteration 19Q: 3 clusters Score -2.405847e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 177816 members 
Entering Unmasked Estep 
Score: -24059022.000000 Penalty: 6049.048828
	Iteration 20F: 3 clusters Score -2.405902e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 179885 members 
Entering Unmasked Estep 
Score: -24059534.000000 Penalty: 6049.048828
	Iteration 21Q: 3 clusters Score -2.405953e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 181825 members 
Entering Unmasked Estep 
Score: -24059958.000000 Penalty: 6049.048828
	Iteration 22Q: 3 clusters Score -2.405996e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 183559 members 
Entering Unmasked Estep 
Score: -24060388.000000 Penalty: 6049.048828
	Iteration 23Q: 3 clusters Score -2.406039e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 185168 members 
Entering Unmasked Estep 
Score: -24060716.000000 Penalty: 6049.048828
	Iteration 24Q: 3 clusters Score -2.406072e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 186607 members 
Entering Unmasked Estep 
Score: -24061094.000000 Penalty: 6049.048828
	Iteration 25Q: 3 clusters Score -2.406109e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 187849 members 
Entering Unmasked Estep 
Score: -24061222.000000 Penalty: 6049.048828
	Iteration 26Q: 3 clusters Score -2.406122e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 188989 members 
Entering Unmasked Estep 
Score: -24061444.000000 Penalty: 6049.048828
	Iteration 27Q: 3 clusters Score -2.406144e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 189935 members 
Entering Unmasked Estep 
Score: -24061640.000000 Penalty: 6049.048828
	Iteration 28Q: 3 clusters Score -2.406164e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 190728 members 
Entering Unmasked Estep 
Score: -24061626.000000 Penalty: 6049.048828
	Iteration 29Q: 3 clusters Score -2.406163e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 191381 members 
Entering Unmasked Estep 
Score: -24061674.000000 Penalty: 6049.048828
	Iteration 30Q: 3 clusters Score -2.406167e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 191961 members 
Entering Unmasked Estep 
Score: -24061728.000000 Penalty: 6049.048828
	Iteration 31Q: 3 clusters Score -2.406173e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 192479 members 
Entering Unmasked Estep 
Score: -24061770.000000 Penalty: 6049.048828
	Iteration 32Q: 3 clusters Score -2.406177e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 192931 members 
Entering Unmasked Estep 
Score: -24061908.000000 Penalty: 6049.048828
	Iteration 33Q: 3 clusters Score -2.406191e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 193316 members 
Entering Unmasked Estep 
Score: -24061938.000000 Penalty: 6049.048828
	Iteration 34Q: 3 clusters Score -2.406194e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 193646 members 
Entering Unmasked Estep 
Score: -24061956.000000 Penalty: 6049.048828
	Iteration 35Q: 3 clusters Score -2.406196e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 193915 members 
Entering Unmasked Estep 
Score: -24061932.000000 Penalty: 6049.048828
	Iteration 36Q: 3 clusters Score -2.406193e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 194138 members 
Entering Unmasked Estep 
Score: -24061940.000000 Penalty: 6049.048828
	Iteration 37Q: 3 clusters Score -2.406194e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 194331 members 
Entering Unmasked Estep 
Score: -24061958.000000 Penalty: 6049.048828
	Iteration 38Q: 3 clusters Score -2.406196e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 194517 members 
Entering Unmasked Estep 
Score: -24061916.000000 Penalty: 6049.048828
	Iteration 39Q: 3 clusters Score -2.406192e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 194678 members 
Entering Unmasked Estep 
Score: -24061986.000000 Penalty: 6049.048828
	Iteration 40F: 3 clusters Score -2.406199e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 194837 members 
Entering Unmasked Estep 
Score: -24062018.000000 Penalty: 6049.048828
	Iteration 41Q: 3 clusters Score -2.406202e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 194979 members 
Entering Unmasked Estep 
Score: -24061982.000000 Penalty: 6049.048828
	Iteration 42Q: 3 clusters Score -2.406198e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 195087 members 
Entering Unmasked Estep 
Score: -24061994.000000 Penalty: 6049.048828
	Iteration 43Q: 3 clusters Score -2.406199e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 195179 members 
Entering Unmasked Estep 
Score: -24061990.000000 Penalty: 6049.048828
	Iteration 44Q: 3 clusters Score -2.406199e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 195260 members 
Entering Unmasked Estep 
Score: -24062050.000000 Penalty: 6049.048828
	Iteration 45Q: 3 clusters Score -2.406205e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 195343 members 
Entering Unmasked Estep 
Score: -24062038.000000 Penalty: 6049.048828
	Iteration 46Q: 3 clusters Score -2.406204e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 195395 members 
Entering Unmasked Estep 
Score: -24062064.000000 Penalty: 6049.048828
	Iteration 47Q: 3 clusters Score -2.406206e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 195444 members 
Entering Unmasked Estep 
Score: -24062068.000000 Penalty: 6049.048828
	Iteration 48Q: 3 clusters Score -2.406207e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 195502 members 
Entering Unmasked Estep 
Score: -24062118.000000 Penalty: 6049.048828
	Iteration 49Q: 3 clusters Score -2.406212e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 195542 members 
Entering Unmasked Estep 
Score: -24062102.000000 Penalty: 6049.048828
	Iteration 50Q: 3 clusters Score -2.40621e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 195581 members 
Entering Unmasked Estep 
Score: -24062098.000000 Penalty: 6049.048828
	Iteration 51Q: 3 clusters Score -2.40621e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 195605 members 
Entering Unmasked Estep 
Score: -24062096.000000 Penalty: 6049.048828
	Iteration 52Q: 3 clusters Score -2.40621e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 195628 members 
Entering Unmasked Estep 
Score: -24062112.000000 Penalty: 6049.048828
	Iteration 53Q: 3 clusters Score -2.406211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 195645 members 
Entering Unmasked Estep 
Score: -24062102.000000 Penalty: 6049.048828
	Iteration 54Q: 3 clusters Score -2.40621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 195661 members 
Entering Unmasked Estep 
Score: -24062102.000000 Penalty: 6049.048828
	Iteration 55Q: 3 clusters Score -2.40621e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 195678 members 
Entering Unmasked Estep 
Score: -24062118.000000 Penalty: 6049.048828
	Iteration 56Q: 3 clusters Score -2.406212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 195688 members 
Entering Unmasked Estep 
Score: -24062096.000000 Penalty: 6049.048828
	Iteration 57Q: 3 clusters Score -2.40621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 195704 members 
Entering Unmasked Estep 
Score: -24062118.000000 Penalty: 6049.048828
	Iteration 58Q: 3 clusters Score -2.406212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 195718 members 
Entering Unmasked Estep 
Score: -24062130.000000 Penalty: 6049.048828
	Iteration 59Q: 3 clusters Score -2.406213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 195730 members 
Entering Unmasked Estep 
Score: -24062104.000000 Penalty: 6049.048828
	Iteration 60F: 3 clusters Score -2.40621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 195739 members 
Entering Unmasked Estep 
Score: -24062086.000000 Penalty: 6049.048828
	Iteration 61Q: 3 clusters Score -2.406209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 195751 members 
Entering Unmasked Estep 
Score: -24062100.000000 Penalty: 6049.048828
	Iteration 62Q: 3 clusters Score -2.40621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 195762 members 
Entering Unmasked Estep 
Score: -24062096.000000 Penalty: 6049.048828
	Iteration 63Q: 3 clusters Score -2.40621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 195771 members 
Entering Unmasked Estep 
Score: -24062108.000000 Penalty: 6049.048828
	Iteration 64Q: 3 clusters Score -2.406211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 195783 members 
Entering Unmasked Estep 
Score: -24062098.000000 Penalty: 6049.048828
	Iteration 65Q: 3 clusters Score -2.40621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 195789 members 
Entering Unmasked Estep 
Score: -24062114.000000 Penalty: 6049.048828
	Iteration 66Q: 3 clusters Score -2.406211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 195796 members 
Entering Unmasked Estep 
Score: -24062116.000000 Penalty: 6049.048828
	Iteration 67Q: 3 clusters Score -2.406212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 195808 members 
Entering Unmasked Estep 
Score: -24062094.000000 Penalty: 6049.048828
	Iteration 68Q: 3 clusters Score -2.406209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 195815 members 
Entering Unmasked Estep 
Score: -24062118.000000 Penalty: 6049.048828
	Iteration 69Q: 3 clusters Score -2.406212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 195825 members 
Entering Unmasked Estep 
Score: -24062098.000000 Penalty: 6049.048828
	Iteration 70Q: 3 clusters Score -2.40621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 195830 members 
Entering Unmasked Estep 
Score: -24062096.000000 Penalty: 6049.048828
	Iteration 71Q: 3 clusters Score -2.40621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 195834 members 
Entering Unmasked Estep 
Score: -24062086.000000 Penalty: 6049.048828
	Iteration 72Q: 3 clusters Score -2.406209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 195838 members 
Entering Unmasked Estep 
Score: -24062084.000000 Penalty: 6049.048828
	Iteration 73Q: 3 clusters Score -2.406208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 195841 members 
Entering Unmasked Estep 
Score: -24062092.000000 Penalty: 6049.048828
	Iteration 74Q: 3 clusters Score -2.406209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 195843 members 
Entering Unmasked Estep 
Score: -24062092.000000 Penalty: 6049.048828
	Iteration 75Q: 3 clusters Score -2.406209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 195847 members 
Entering Unmasked Estep 
Score: -24062090.000000 Penalty: 6049.048828
	Iteration 76Q: 3 clusters Score -2.406209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 195848 members 
Entering Unmasked Estep 
Score: -24062102.000000 Penalty: 6049.048828
	Iteration 77Q: 3 clusters Score -2.40621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 195849 members 
Entering Unmasked Estep 
Score: -24062094.000000 Penalty: 6049.048828
	Iteration 78Q: 3 clusters Score -2.406209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 195849 members 
Entering Unmasked Estep 
Score: -24062094.000000 Penalty: 6049.048828
	Iteration 79F: 3 clusters Score -2.406209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -83950.554688 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -83950.55 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 418 members 
Entering Unmasked Estep 
Score: -82196.148438 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -82196.15 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -82498.984375 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -82498.98 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -82631.937500 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -82631.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -82704.062500 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -82704.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -82772.296875 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -82772.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -82835.585938 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -82835.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -82882.187500 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -82882.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -82933.101562 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -82933.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -82975.203125 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -82975.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -83045.953125 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -83045.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -83100.304688 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -83100.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -83148.820312 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -83148.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83166.343750 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -83166.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83174.968750 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -83174.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -83183.859375 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -83183.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83194.195312 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -83194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -83199.687500 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -83199.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -83202.640625 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -83202.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83204.601562 Penalty: 3344.468994
	Iteration 18Q: 3 clusters Score -83204.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83204.601562 Penalty: 3344.468994
	Iteration 19F: 3 clusters Score -83204.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Entering Unmasked Estep 
Score: -523300.468750 Penalty: 2092.123779
	Iteration 0F: 2 clusters Score -523300.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -518995.812500 Penalty: 4184.247559
	Iteration 0F: 3 clusters Score -518995.8 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -520012.375000 Penalty: 4184.247559
	Iteration 1F: 3 clusters Score -520012.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -520203.531250 Penalty: 4184.247559
	Iteration 2F: 3 clusters Score -520203.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -520342.187500 Penalty: 4184.247559
	Iteration 3Q: 3 clusters Score -520342.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -520445.218750 Penalty: 4184.247559
	Iteration 4Q: 3 clusters Score -520445.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -520528.281250 Penalty: 4184.247559
	Iteration 5Q: 3 clusters Score -520528.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -520581.281250 Penalty: 4184.247559
	Iteration 6Q: 3 clusters Score -520581.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -520620.906250 Penalty: 4184.247559
	Iteration 7Q: 3 clusters Score -520620.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -520649.187500 Penalty: 4184.247559
	Iteration 8Q: 3 clusters Score -520649.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -520676.187500 Penalty: 4184.247559
	Iteration 9Q: 3 clusters Score -520676.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -520698.687500 Penalty: 4184.247559
	Iteration 10Q: 3 clusters Score -520698.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -520724.125000 Penalty: 4184.247559
	Iteration 11Q: 3 clusters Score -520724.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -520749.968750 Penalty: 4184.247559
	Iteration 12Q: 3 clusters Score -520750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -520770.031250 Penalty: 4184.247559
	Iteration 13Q: 3 clusters Score -520770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -520788.093750 Penalty: 4184.247559
	Iteration 14Q: 3 clusters Score -520788.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -520802.187500 Penalty: 4184.247559
	Iteration 15Q: 3 clusters Score -520802.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -520814.406250 Penalty: 4184.247559
	Iteration 16Q: 3 clusters Score -520814.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -520828.031250 Penalty: 4184.247559
	Iteration 17Q: 3 clusters Score -520828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -520837.250000 Penalty: 4184.247559
	Iteration 18Q: 3 clusters Score -520837.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -520843.843750 Penalty: 4184.247559
	Iteration 19Q: 3 clusters Score -520843.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -520851.625000 Penalty: 4184.247559
	Iteration 20F: 3 clusters Score -520851.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -520861.437500 Penalty: 4184.247559
	Iteration 21Q: 3 clusters Score -520861.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -520868.218750 Penalty: 4184.247559
	Iteration 22Q: 3 clusters Score -520868.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -520876.000000 Penalty: 4184.247559
	Iteration 23Q: 3 clusters Score -520876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -520879.968750 Penalty: 4184.247559
	Iteration 24Q: 3 clusters Score -520880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -520886.375000 Penalty: 4184.247559
	Iteration 25Q: 3 clusters Score -520886.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -520892.937500 Penalty: 4184.247559
	Iteration 26Q: 3 clusters Score -520892.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -520898.781250 Penalty: 4184.247559
	Iteration 27Q: 3 clusters Score -520898.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -520901.812500 Penalty: 4184.247559
	Iteration 28Q: 3 clusters Score -520901.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -520906.750000 Penalty: 4184.247559
	Iteration 29Q: 3 clusters Score -520906.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -520908.531250 Penalty: 4184.247559
	Iteration 30Q: 3 clusters Score -520908.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -520911.531250 Penalty: 4184.247559
	Iteration 31Q: 3 clusters Score -520911.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -520915.312500 Penalty: 4184.247559
	Iteration 32Q: 3 clusters Score -520915.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -520920.093750 Penalty: 4184.247559
	Iteration 33Q: 3 clusters Score -520920.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -520924.437500 Penalty: 4184.247559
	Iteration 34Q: 3 clusters Score -520924.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -520928.031250 Penalty: 4184.247559
	Iteration 35Q: 3 clusters Score -520928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -520932.062500 Penalty: 4184.247559
	Iteration 36Q: 3 clusters Score -520932.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -520935.031250 Penalty: 4184.247559
	Iteration 37Q: 3 clusters Score -520935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -520938.187500 Penalty: 4184.247559
	Iteration 38Q: 3 clusters Score -520938.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -520940.656250 Penalty: 4184.247559
	Iteration 39Q: 3 clusters Score -520940.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -520943.718750 Penalty: 4184.247559
	Iteration 40F: 3 clusters Score -520943.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -520943.875000 Penalty: 4184.247559
	Iteration 41Q: 3 clusters Score -520943.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -520944.625000 Penalty: 4184.247559
	Iteration 42Q: 3 clusters Score -520944.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -520945.437500 Penalty: 4184.247559
	Iteration 43Q: 3 clusters Score -520945.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -520946.750000 Penalty: 4184.247559
	Iteration 44Q: 3 clusters Score -520946.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -520949.593750 Penalty: 4184.247559
	Iteration 45Q: 3 clusters Score -520949.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -520952.031250 Penalty: 4184.247559
	Iteration 46Q: 3 clusters Score -520952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -520955.937500 Penalty: 4184.247559
	Iteration 47Q: 3 clusters Score -520955.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -520958.875000 Penalty: 4184.247559
	Iteration 48Q: 3 clusters Score -520958.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -520962.375000 Penalty: 4184.247559
	Iteration 49Q: 3 clusters Score -520962.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -520964.562500 Penalty: 4184.247559
	Iteration 50Q: 3 clusters Score -520964.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -520967.031250 Penalty: 4184.247559
	Iteration 51Q: 3 clusters Score -520967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -520969.625000 Penalty: 4184.247559
	Iteration 52Q: 3 clusters Score -520969.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -520973.187500 Penalty: 4184.247559
	Iteration 53Q: 3 clusters Score -520973.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -520974.468750 Penalty: 4184.247559
	Iteration 54Q: 3 clusters Score -520974.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -520974.343750 Penalty: 4184.247559
	Iteration 55Q: 3 clusters Score -520974.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -520974.968750 Penalty: 4184.247559
	Iteration 56Q: 3 clusters Score -520975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -520975.281250 Penalty: 4184.247559
	Iteration 57Q: 3 clusters Score -520975.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -520975.281250 Penalty: 4184.247559
	Iteration 58F: 3 clusters Score -520975.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Entering Unmasked Estep 
Score: -209988.859375 Penalty: 1874.512085
	Iteration 0F: 2 clusters Score -209988.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -207441.000000 Penalty: 3749.024170
	Iteration 0F: 3 clusters Score -207441 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -208020.390625 Penalty: 3749.024170
	Iteration 1F: 3 clusters Score -208020.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -208218.968750 Penalty: 3749.024170
	Iteration 2F: 3 clusters Score -208219 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -208317.750000 Penalty: 3749.024170
	Iteration 3Q: 3 clusters Score -208317.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -208393.156250 Penalty: 3749.024170
	Iteration 4Q: 3 clusters Score -208393.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -208427.171875 Penalty: 3749.024170
	Iteration 5Q: 3 clusters Score -208427.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -208449.515625 Penalty: 3749.024170
	Iteration 6Q: 3 clusters Score -208449.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -208464.062500 Penalty: 3749.024170
	Iteration 7Q: 3 clusters Score -208464.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -208473.265625 Penalty: 3749.024170
	Iteration 8Q: 3 clusters Score -208473.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -208477.921875 Penalty: 3749.024170
	Iteration 9Q: 3 clusters Score -208477.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -208482.812500 Penalty: 3749.024170
	Iteration 10Q: 3 clusters Score -208482.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -208488.531250 Penalty: 3749.024170
	Iteration 11Q: 3 clusters Score -208488.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -208496.468750 Penalty: 3749.024170
	Iteration 12Q: 3 clusters Score -208496.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -208505.078125 Penalty: 3749.024170
	Iteration 13Q: 3 clusters Score -208505.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -208515.593750 Penalty: 3749.024170
	Iteration 14Q: 3 clusters Score -208515.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -208524.453125 Penalty: 3749.024170
	Iteration 15Q: 3 clusters Score -208524.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -208533.078125 Penalty: 3749.024170
	Iteration 16Q: 3 clusters Score -208533.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -208543.609375 Penalty: 3749.024170
	Iteration 17Q: 3 clusters Score -208543.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -208551.625000 Penalty: 3749.024170
	Iteration 18Q: 3 clusters Score -208551.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -208561.875000 Penalty: 3749.024170
	Iteration 19Q: 3 clusters Score -208561.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -208568.812500 Penalty: 3749.024170
	Iteration 20F: 3 clusters Score -208568.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -208575.125000 Penalty: 3749.024170
	Iteration 21Q: 3 clusters Score -208575.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -208580.015625 Penalty: 3749.024170
	Iteration 22Q: 3 clusters Score -208580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -208583.093750 Penalty: 3749.024170
	Iteration 23Q: 3 clusters Score -208583.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -208586.093750 Penalty: 3749.024170
	Iteration 24Q: 3 clusters Score -208586.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -208586.093750 Penalty: 3749.024170
	Iteration 25F: 3 clusters Score -208586.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Entering Unmasked Estep 
Score: -1559241.875000 Penalty: 2341.184814
	Iteration 0F: 2 clusters Score -1559242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1549919.875000 Penalty: 4682.369629
	Iteration 0F: 3 clusters Score -1549920 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1552774.750000 Penalty: 4682.369629
	Iteration 1F: 3 clusters Score -1552775 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1553071.250000 Penalty: 4682.369629
	Iteration 2F: 3 clusters Score -1553071 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1553286.000000 Penalty: 4682.369629
	Iteration 3Q: 3 clusters Score -1553286 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1553480.375000 Penalty: 4682.369629
	Iteration 4Q: 3 clusters Score -1553480 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1553666.000000 Penalty: 4682.369629
	Iteration 5Q: 3 clusters Score -1553666 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1553880.375000 Penalty: 4682.369629
	Iteration 6Q: 3 clusters Score -1553880 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1554129.125000 Penalty: 4682.369629
	Iteration 7Q: 3 clusters Score -1554129 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1554432.250000 Penalty: 4682.369629
	Iteration 8Q: 3 clusters Score -1554432 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1554787.000000 Penalty: 4682.369629
	Iteration 9Q: 3 clusters Score -1554787 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1555177.750000 Penalty: 4682.369629
	Iteration 10Q: 3 clusters Score -1555178 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1555640.125000 Penalty: 4682.369629
	Iteration 11Q: 3 clusters Score -1555640 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1556051.000000 Penalty: 4682.369629
	Iteration 12Q: 3 clusters Score -1556051 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1556357.250000 Penalty: 4682.369629
	Iteration 13Q: 3 clusters Score -1556357 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1556553.125000 Penalty: 4682.369629
	Iteration 14Q: 3 clusters Score -1556553 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1556646.875000 Penalty: 4682.369629
	Iteration 15Q: 3 clusters Score -1556647 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1556709.375000 Penalty: 4682.369629
	Iteration 16Q: 3 clusters Score -1556709 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1556757.125000 Penalty: 4682.369629
	Iteration 17Q: 3 clusters Score -1556757 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1556803.250000 Penalty: 4682.369629
	Iteration 18Q: 3 clusters Score -1556803 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1556842.500000 Penalty: 4682.369629
	Iteration 19Q: 3 clusters Score -1556842 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1556880.250000 Penalty: 4682.369629
	Iteration 20F: 3 clusters Score -1556880 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1556905.625000 Penalty: 4682.369629
	Iteration 21Q: 3 clusters Score -1556906 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1556930.250000 Penalty: 4682.369629
	Iteration 22Q: 3 clusters Score -1556930 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1556952.250000 Penalty: 4682.369629
	Iteration 23Q: 3 clusters Score -1556952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1556970.500000 Penalty: 4682.369629
	Iteration 24Q: 3 clusters Score -1556970 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1556988.875000 Penalty: 4682.369629
	Iteration 25Q: 3 clusters Score -1556989 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1556995.750000 Penalty: 4682.369629
	Iteration 26Q: 3 clusters Score -1556996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1557014.375000 Penalty: 4682.369629
	Iteration 27Q: 3 clusters Score -1557014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1557022.000000 Penalty: 4682.369629
	Iteration 28Q: 3 clusters Score -1557022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1557025.000000 Penalty: 4682.369629
	Iteration 29Q: 3 clusters Score -1557025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1557033.750000 Penalty: 4682.369629
	Iteration 30Q: 3 clusters Score -1557034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1557037.125000 Penalty: 4682.369629
	Iteration 31Q: 3 clusters Score -1557037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1557044.375000 Penalty: 4682.369629
	Iteration 32Q: 3 clusters Score -1557044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1557047.875000 Penalty: 4682.369629
	Iteration 33Q: 3 clusters Score -1557048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1557051.125000 Penalty: 4682.369629
	Iteration 34Q: 3 clusters Score -1557051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1557054.500000 Penalty: 4682.369629
	Iteration 35Q: 3 clusters Score -1557054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1557055.000000 Penalty: 4682.369629
	Iteration 36Q: 3 clusters Score -1557055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1557057.375000 Penalty: 4682.369629
	Iteration 37Q: 3 clusters Score -1557057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1557061.125000 Penalty: 4682.369629
	Iteration 38Q: 3 clusters Score -1557061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1557063.375000 Penalty: 4682.369629
	Iteration 39Q: 3 clusters Score -1557063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1557062.000000 Penalty: 4682.369629
	Iteration 40F: 3 clusters Score -1557062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1557064.125000 Penalty: 4682.369629
	Iteration 41Q: 3 clusters Score -1557064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1557063.125000 Penalty: 4682.369629
	Iteration 42Q: 3 clusters Score -1557063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1557063.625000 Penalty: 4682.369629
	Iteration 43Q: 3 clusters Score -1557064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1557063.375000 Penalty: 4682.369629
	Iteration 44Q: 3 clusters Score -1557063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1557067.625000 Penalty: 4682.369629
	Iteration 45Q: 3 clusters Score -1557068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1557067.250000 Penalty: 4682.369629
	Iteration 46Q: 3 clusters Score -1557067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1557069.500000 Penalty: 4682.369629
	Iteration 47Q: 3 clusters Score -1557070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1557067.250000 Penalty: 4682.369629
	Iteration 48Q: 3 clusters Score -1557067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1557068.000000 Penalty: 4682.369629
	Iteration 49Q: 3 clusters Score -1557068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1557068.750000 Penalty: 4682.369629
	Iteration 50Q: 3 clusters Score -1557069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1557068.500000 Penalty: 4682.369629
	Iteration 51Q: 3 clusters Score -1557068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1557067.250000 Penalty: 4682.369629
	Iteration 52Q: 3 clusters Score -1557067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1557068.375000 Penalty: 4682.369629
	Iteration 53Q: 3 clusters Score -1557068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1557068.000000 Penalty: 4682.369629
	Iteration 54Q: 3 clusters Score -1557068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1557069.250000 Penalty: 4682.369629
	Iteration 55Q: 3 clusters Score -1557069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1557069.250000 Penalty: 4682.369629
	Iteration 56F: 3 clusters Score -1557069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Entering Unmasked Estep 
Score: -291668.750000 Penalty: 1958.345093
	Iteration 0F: 2 clusters Score -291668.8 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 1351 members 
Entering Unmasked Estep 
Score: -288644.343750 Penalty: 3916.690186
	Iteration 0F: 3 clusters Score -288644.3 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -289209.312500 Penalty: 3916.690186
	Iteration 1F: 3 clusters Score -289209.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -289360.562500 Penalty: 3916.690186
	Iteration 2F: 3 clusters Score -289360.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -289449.187500 Penalty: 3916.690186
	Iteration 3Q: 3 clusters Score -289449.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -289509.031250 Penalty: 3916.690186
	Iteration 4Q: 3 clusters Score -289509 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -289558.562500 Penalty: 3916.690186
	Iteration 5Q: 3 clusters Score -289558.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -289591.656250 Penalty: 3916.690186
	Iteration 6Q: 3 clusters Score -289591.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -289623.968750 Penalty: 3916.690186
	Iteration 7Q: 3 clusters Score -289624 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -289665.781250 Penalty: 3916.690186
	Iteration 8Q: 3 clusters Score -289665.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -289693.031250 Penalty: 3916.690186
	Iteration 9Q: 3 clusters Score -289693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -289723.125000 Penalty: 3916.690186
	Iteration 10Q: 3 clusters Score -289723.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -289748.812500 Penalty: 3916.690186
	Iteration 11Q: 3 clusters Score -289748.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -289776.687500 Penalty: 3916.690186
	Iteration 12Q: 3 clusters Score -289776.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -289802.093750 Penalty: 3916.690186
	Iteration 13Q: 3 clusters Score -289802.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -289836.093750 Penalty: 3916.690186
	Iteration 14Q: 3 clusters Score -289836.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -289868.781250 Penalty: 3916.690186
	Iteration 15Q: 3 clusters Score -289868.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -289895.468750 Penalty: 3916.690186
	Iteration 16Q: 3 clusters Score -289895.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -289924.968750 Penalty: 3916.690186
	Iteration 17Q: 3 clusters Score -289925 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -289955.437500 Penalty: 3916.690186
	Iteration 18Q: 3 clusters Score -289955.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -289978.343750 Penalty: 3916.690186
	Iteration 19Q: 3 clusters Score -289978.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -290012.531250 Penalty: 3916.690186
	Iteration 20F: 3 clusters Score -290012.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -290053.906250 Penalty: 3916.690186
	Iteration 21Q: 3 clusters Score -290053.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -290084.625000 Penalty: 3916.690186
	Iteration 22Q: 3 clusters Score -290084.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -290116.687500 Penalty: 3916.690186
	Iteration 23Q: 3 clusters Score -290116.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -290145.156250 Penalty: 3916.690186
	Iteration 24Q: 3 clusters Score -290145.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -290166.843750 Penalty: 3916.690186
	Iteration 25Q: 3 clusters Score -290166.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -290193.250000 Penalty: 3916.690186
	Iteration 26Q: 3 clusters Score -290193.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -290221.156250 Penalty: 3916.690186
	Iteration 27Q: 3 clusters Score -290221.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -290241.781250 Penalty: 3916.690186
	Iteration 28Q: 3 clusters Score -290241.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -290261.031250 Penalty: 3916.690186
	Iteration 29Q: 3 clusters Score -290261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -290273.000000 Penalty: 3916.690186
	Iteration 30Q: 3 clusters Score -290273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -290278.312500 Penalty: 3916.690186
	Iteration 31Q: 3 clusters Score -290278.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -290284.718750 Penalty: 3916.690186
	Iteration 32Q: 3 clusters Score -290284.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -290288.843750 Penalty: 3916.690186
	Iteration 33Q: 3 clusters Score -290288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -290289.687500 Penalty: 3916.690186
	Iteration 34Q: 3 clusters Score -290289.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -290291.781250 Penalty: 3916.690186
	Iteration 35Q: 3 clusters Score -290291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -290295.125000 Penalty: 3916.690186
	Iteration 36Q: 3 clusters Score -290295.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -290297.000000 Penalty: 3916.690186
	Iteration 37Q: 3 clusters Score -290297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -290298.375000 Penalty: 3916.690186
	Iteration 38Q: 3 clusters Score -290298.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -290298.375000 Penalty: 3916.690186
	Iteration 39F: 3 clusters Score -290298.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48646.425781 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -48646.43 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 297 members 
Entering Unmasked Estep 
Score: -47147.695312 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -47147.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47427.394531 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -47427.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47586.781250 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -47586.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47732.117188 Penalty: 3156.062012
	Iteration 3F: 3 clusters Score -47732.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47967.441406 Penalty: 3156.062012
	Iteration 4F: 3 clusters Score -47967.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -48154.332031 Penalty: 3156.062012
	Iteration 5F: 3 clusters Score -48154.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48282.621094 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -48282.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -48381.242188 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -48381.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -48496.277344 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -48496.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -48563.238281 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -48563.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -48618.750000 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -48618.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -48638.871094 Penalty: 3156.062012
	Iteration 11Q: 3 clusters Score -48638.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -48664.082031 Penalty: 3156.062012
	Iteration 12Q: 3 clusters Score -48664.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -48670.890625 Penalty: 3156.062012
	Iteration 13Q: 3 clusters Score -48670.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -48671.796875 Penalty: 3156.062012
	Iteration 14F: 3 clusters Score -48671.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -48677.863281 Penalty: 3156.062012
	Iteration 15Q: 3 clusters Score -48677.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -48677.863281 Penalty: 3156.062012
	Iteration 16F: 3 clusters Score -48677.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61949 members 
Mstep: Class 4 contains 227491 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 122135 members 
Mstep: Class 7 contains 11523 members 
Mstep: Class 8 contains 197929 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12585 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 370 members 
Mstep: Class 16 contains 33682 members 
Mstep: Class 19 contains 180545 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
Score: -104294656.000000 Penalty: 64462.460938
Splitting cluster 14 changes total score from -104296440.000000 to -104294656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (33682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Entering Unmasked Estep 
Score: -4024381.000000 Penalty: 2585.330322
	Iteration 0F: 2 clusters Score -4024381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -4001532.250000 Penalty: 5170.660645
	Iteration 0F: 3 clusters Score -4001532 nChanged 15267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -4009523.250000 Penalty: 5170.660645
	Iteration 1F: 3 clusters Score -4009523 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -4009893.750000 Penalty: 5170.660645
	Iteration 2Q: 3 clusters Score -4009894 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -4010219.250000 Penalty: 5170.660645
	Iteration 3Q: 3 clusters Score -4010219 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -4010454.250000 Penalty: 5170.660645
	Iteration 4Q: 3 clusters Score -4010454 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -4010710.500000 Penalty: 5170.660645
	Iteration 5Q: 3 clusters Score -4010710 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -4010957.000000 Penalty: 5170.660645
	Iteration 6Q: 3 clusters Score -4010957 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -4011271.250000 Penalty: 5170.660645
	Iteration 7Q: 3 clusters Score -4011271 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -4011790.750000 Penalty: 5170.660645
	Iteration 8Q: 3 clusters Score -4011791 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -4012470.000000 Penalty: 5170.660645
	Iteration 9Q: 3 clusters Score -4012470 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -4013527.250000 Penalty: 5170.660645
	Iteration 10Q: 3 clusters Score -4013527 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -4014844.750000 Penalty: 5170.660645
	Iteration 11F: 3 clusters Score -4014845 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -4016293.250000 Penalty: 5170.660645
	Iteration 12F: 3 clusters Score -4016293 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -4017690.000000 Penalty: 5170.660645
	Iteration 13F: 3 clusters Score -4017690 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -4018769.750000 Penalty: 5170.660645
	Iteration 14Q: 3 clusters Score -4018770 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -4019573.250000 Penalty: 5170.660645
	Iteration 15Q: 3 clusters Score -4019573 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -4020178.750000 Penalty: 5170.660645
	Iteration 16Q: 3 clusters Score -4020179 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -4020648.750000 Penalty: 5170.660645
	Iteration 17Q: 3 clusters Score -4020649 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4021021.750000 Penalty: 5170.660645
	Iteration 18Q: 3 clusters Score -4021022 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4021306.750000 Penalty: 5170.660645
	Iteration 19Q: 3 clusters Score -4021307 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4021533.750000 Penalty: 5170.660645
	Iteration 20F: 3 clusters Score -4021534 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4021702.250000 Penalty: 5170.660645
	Iteration 21Q: 3 clusters Score -4021702 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4021801.250000 Penalty: 5170.660645
	Iteration 22Q: 3 clusters Score -4021801 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4021881.250000 Penalty: 5170.660645
	Iteration 23Q: 3 clusters Score -4021881 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4021939.000000 Penalty: 5170.660645
	Iteration 24Q: 3 clusters Score -4021939 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4021988.750000 Penalty: 5170.660645
	Iteration 25Q: 3 clusters Score -4021989 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4022021.000000 Penalty: 5170.660645
	Iteration 26Q: 3 clusters Score -4022021 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4022044.250000 Penalty: 5170.660645
	Iteration 27Q: 3 clusters Score -4022044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4022061.250000 Penalty: 5170.660645
	Iteration 28Q: 3 clusters Score -4022061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4022076.750000 Penalty: 5170.660645
	Iteration 29Q: 3 clusters Score -4022077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4022107.500000 Penalty: 5170.660645
	Iteration 30Q: 3 clusters Score -4022108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4022113.500000 Penalty: 5170.660645
	Iteration 31Q: 3 clusters Score -4022114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4022118.500000 Penalty: 5170.660645
	Iteration 32Q: 3 clusters Score -4022118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4022123.250000 Penalty: 5170.660645
	Iteration 33Q: 3 clusters Score -4022123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4022129.750000 Penalty: 5170.660645
	Iteration 34Q: 3 clusters Score -4022130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4022139.250000 Penalty: 5170.660645
	Iteration 35Q: 3 clusters Score -4022139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4022148.000000 Penalty: 5170.660645
	Iteration 36Q: 3 clusters Score -4022148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4022150.750000 Penalty: 5170.660645
	Iteration 37Q: 3 clusters Score -4022151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4022158.000000 Penalty: 5170.660645
	Iteration 38Q: 3 clusters Score -4022158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4022167.250000 Penalty: 5170.660645
	Iteration 39Q: 3 clusters Score -4022167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4022175.250000 Penalty: 5170.660645
	Iteration 40F: 3 clusters Score -4022175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4022175.500000 Penalty: 5170.660645
	Iteration 41Q: 3 clusters Score -4022176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4022180.250000 Penalty: 5170.660645
	Iteration 42Q: 3 clusters Score -4022180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4022177.750000 Penalty: 5170.660645
	Iteration 43Q: 3 clusters Score -4022178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4022177.250000 Penalty: 5170.660645
	Iteration 44Q: 3 clusters Score -4022177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4022177.250000 Penalty: 5170.660645
	Iteration 45F: 3 clusters Score -4022177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (180545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180545 members 
Entering Unmasked Estep 
Score: -22011774.000000 Penalty: 3001.726318
	Iteration 0F: 2 clusters Score -2.201177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90446 members 
Mstep: Class 2 contains 90099 members 
Entering Unmasked Estep 
Score: -21892810.000000 Penalty: 6003.452637
	Iteration 0F: 3 clusters Score -2.189281e+07 nChanged 86878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94766 members 
Mstep: Class 2 contains 85779 members 
Entering Unmasked Estep 
Score: -21943292.000000 Penalty: 6003.452637
	Iteration 1F: 3 clusters Score -2.194329e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97929 members 
Mstep: Class 2 contains 82616 members 
Entering Unmasked Estep 
Score: -21944928.000000 Penalty: 6003.452637
	Iteration 2Q: 3 clusters Score -2.194493e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102789 members 
Mstep: Class 2 contains 77756 members 
Entering Unmasked Estep 
Score: -21947652.000000 Penalty: 6003.452637
	Iteration 3Q: 3 clusters Score -2.194765e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110055 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -21952798.000000 Penalty: 6003.452637
	Iteration 4F: 3 clusters Score -2.19528e+07 nChanged 12695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120172 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -21961648.000000 Penalty: 6003.452637
	Iteration 5F: 3 clusters Score -2.196165e+07 nChanged 15344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132624 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -21974864.000000 Penalty: 6003.452637
	Iteration 6F: 3 clusters Score -2.197486e+07 nChanged 14675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144711 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -21988772.000000 Penalty: 6003.452637
	Iteration 7F: 3 clusters Score -2.198877e+07 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153410 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -21999258.000000 Penalty: 6003.452637
	Iteration 8F: 3 clusters Score -2.199926e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158214 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -22004478.000000 Penalty: 6003.452637
	Iteration 9Q: 3 clusters Score -2.200448e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161114 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -22006518.000000 Penalty: 6003.452637
	Iteration 10Q: 3 clusters Score -2.200652e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163397 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -22007518.000000 Penalty: 6003.452637
	Iteration 11Q: 3 clusters Score -2.200752e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165246 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -22008330.000000 Penalty: 6003.452637
	Iteration 12Q: 3 clusters Score -2.200833e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166800 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -22008744.000000 Penalty: 6003.452637
	Iteration 13Q: 3 clusters Score -2.200874e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168143 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -22009086.000000 Penalty: 6003.452637
	Iteration 14Q: 3 clusters Score -2.200909e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169328 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -22009434.000000 Penalty: 6003.452637
	Iteration 15Q: 3 clusters Score -2.200943e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170359 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -22009726.000000 Penalty: 6003.452637
	Iteration 16Q: 3 clusters Score -2.200973e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171216 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -22009780.000000 Penalty: 6003.452637
	Iteration 17Q: 3 clusters Score -2.200978e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171978 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -22009856.000000 Penalty: 6003.452637
	Iteration 18Q: 3 clusters Score -2.200986e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172623 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -22009972.000000 Penalty: 6003.452637
	Iteration 19Q: 3 clusters Score -2.200997e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173179 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -22010056.000000 Penalty: 6003.452637
	Iteration 20F: 3 clusters Score -2.201006e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173639 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -22010118.000000 Penalty: 6003.452637
	Iteration 21Q: 3 clusters Score -2.201012e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174004 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -22010184.000000 Penalty: 6003.452637
	Iteration 22Q: 3 clusters Score -2.201018e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174326 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -22010218.000000 Penalty: 6003.452637
	Iteration 23Q: 3 clusters Score -2.201022e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174603 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -22010262.000000 Penalty: 6003.452637
	Iteration 24Q: 3 clusters Score -2.201026e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174852 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -22010300.000000 Penalty: 6003.452637
	Iteration 25Q: 3 clusters Score -2.20103e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175085 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -22010388.000000 Penalty: 6003.452637
	Iteration 26Q: 3 clusters Score -2.201039e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175307 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -22010402.000000 Penalty: 6003.452637
	Iteration 27Q: 3 clusters Score -2.20104e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175488 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -22010434.000000 Penalty: 6003.452637
	Iteration 28Q: 3 clusters Score -2.201043e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175667 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -22010418.000000 Penalty: 6003.452637
	Iteration 29Q: 3 clusters Score -2.201042e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175815 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -22010446.000000 Penalty: 6003.452637
	Iteration 30Q: 3 clusters Score -2.201045e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175949 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -22010436.000000 Penalty: 6003.452637
	Iteration 31Q: 3 clusters Score -2.201044e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176075 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -22010424.000000 Penalty: 6003.452637
	Iteration 32Q: 3 clusters Score -2.201042e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176188 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -22010430.000000 Penalty: 6003.452637
	Iteration 33Q: 3 clusters Score -2.201043e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176282 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -22010434.000000 Penalty: 6003.452637
	Iteration 34Q: 3 clusters Score -2.201043e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176359 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -22010444.000000 Penalty: 6003.452637
	Iteration 35Q: 3 clusters Score -2.201044e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176431 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -22010442.000000 Penalty: 6003.452637
	Iteration 36Q: 3 clusters Score -2.201044e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176487 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -22010452.000000 Penalty: 6003.452637
	Iteration 37Q: 3 clusters Score -2.201045e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176534 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -22010450.000000 Penalty: 6003.452637
	Iteration 38Q: 3 clusters Score -2.201045e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176589 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -22010412.000000 Penalty: 6003.452637
	Iteration 39Q: 3 clusters Score -2.201041e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176632 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -22010430.000000 Penalty: 6003.452637
	Iteration 40F: 3 clusters Score -2.201043e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176664 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -22010442.000000 Penalty: 6003.452637
	Iteration 41Q: 3 clusters Score -2.201044e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176694 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -22010484.000000 Penalty: 6003.452637
	Iteration 42Q: 3 clusters Score -2.201048e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176735 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -22010478.000000 Penalty: 6003.452637
	Iteration 43Q: 3 clusters Score -2.201048e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176765 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -22010500.000000 Penalty: 6003.452637
	Iteration 44Q: 3 clusters Score -2.20105e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176792 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -22010474.000000 Penalty: 6003.452637
	Iteration 45Q: 3 clusters Score -2.201047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176812 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -22010498.000000 Penalty: 6003.452637
	Iteration 46Q: 3 clusters Score -2.20105e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176837 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -22010496.000000 Penalty: 6003.452637
	Iteration 47Q: 3 clusters Score -2.20105e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176858 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -22010508.000000 Penalty: 6003.452637
	Iteration 48Q: 3 clusters Score -2.201051e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176885 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -22010478.000000 Penalty: 6003.452637
	Iteration 49Q: 3 clusters Score -2.201048e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176910 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -22010480.000000 Penalty: 6003.452637
	Iteration 50Q: 3 clusters Score -2.201048e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176938 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -22010494.000000 Penalty: 6003.452637
	Iteration 51Q: 3 clusters Score -2.201049e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176962 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -22010462.000000 Penalty: 6003.452637
	Iteration 52Q: 3 clusters Score -2.201046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176981 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -22010470.000000 Penalty: 6003.452637
	Iteration 53Q: 3 clusters Score -2.201047e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176999 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -22010448.000000 Penalty: 6003.452637
	Iteration 54Q: 3 clusters Score -2.201045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177007 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -22010438.000000 Penalty: 6003.452637
	Iteration 55Q: 3 clusters Score -2.201044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177014 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -22010434.000000 Penalty: 6003.452637
	Iteration 56Q: 3 clusters Score -2.201043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177026 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -22010458.000000 Penalty: 6003.452637
	Iteration 57Q: 3 clusters Score -2.201046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177035 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -22010468.000000 Penalty: 6003.452637
	Iteration 58Q: 3 clusters Score -2.201047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177040 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -22010466.000000 Penalty: 6003.452637
	Iteration 59Q: 3 clusters Score -2.201047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177042 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -22010468.000000 Penalty: 6003.452637
	Iteration 60F: 3 clusters Score -2.201047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177048 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -22010472.000000 Penalty: 6003.452637
	Iteration 61Q: 3 clusters Score -2.201047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177052 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -22010460.000000 Penalty: 6003.452637
	Iteration 62Q: 3 clusters Score -2.201046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177053 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -22010470.000000 Penalty: 6003.452637
	Iteration 63Q: 3 clusters Score -2.201047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177055 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -22010462.000000 Penalty: 6003.452637
	Iteration 64Q: 3 clusters Score -2.201046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177055 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -22010462.000000 Penalty: 6003.452637
	Iteration 65F: 3 clusters Score -2.201046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -122278.062500 Penalty: 1760.602051
	Iteration 0F: 2 clusters Score -122278.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -120225.765625 Penalty: 3521.204102
	Iteration 0F: 3 clusters Score -120225.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -120573.515625 Penalty: 3521.204102
	Iteration 1F: 3 clusters Score -120573.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -120699.515625 Penalty: 3521.204102
	Iteration 2F: 3 clusters Score -120699.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -120785.085938 Penalty: 3521.204102
	Iteration 3Q: 3 clusters Score -120785.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -120883.531250 Penalty: 3521.204102
	Iteration 4Q: 3 clusters Score -120883.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -121042.109375 Penalty: 3521.204102
	Iteration 5Q: 3 clusters Score -121042.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -121191.078125 Penalty: 3521.204102
	Iteration 6F: 3 clusters Score -121191.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -121360.257812 Penalty: 3521.204102
	Iteration 7Q: 3 clusters Score -121360.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -121573.421875 Penalty: 3521.204102
	Iteration 8Q: 3 clusters Score -121573.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -121804.507812 Penalty: 3521.204102
	Iteration 9F: 3 clusters Score -121804.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -121998.703125 Penalty: 3521.204102
	Iteration 10F: 3 clusters Score -121998.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -122150.343750 Penalty: 3521.204102
	Iteration 11Q: 3 clusters Score -122150.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -122270.945312 Penalty: 3521.204102
	Iteration 12Q: 3 clusters Score -122270.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -122362.171875 Penalty: 3521.204102
	Iteration 13Q: 3 clusters Score -122362.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -122466.507812 Penalty: 3521.204102
	Iteration 14Q: 3 clusters Score -122466.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -122521.140625 Penalty: 3521.204102
	Iteration 15Q: 3 clusters Score -122521.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -122589.031250 Penalty: 3521.204102
	Iteration 16Q: 3 clusters Score -122589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -122636.851562 Penalty: 3521.204102
	Iteration 17Q: 3 clusters Score -122636.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -122668.171875 Penalty: 3521.204102
	Iteration 18Q: 3 clusters Score -122668.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -122703.375000 Penalty: 3521.204102
	Iteration 19Q: 3 clusters Score -122703.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -122719.101562 Penalty: 3521.204102
	Iteration 20F: 3 clusters Score -122719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -122721.554688 Penalty: 3521.204102
	Iteration 21Q: 3 clusters Score -122721.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -122725.679688 Penalty: 3521.204102
	Iteration 22Q: 3 clusters Score -122725.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -122732.429688 Penalty: 3521.204102
	Iteration 23Q: 3 clusters Score -122732.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -122740.820312 Penalty: 3521.204102
	Iteration 24Q: 3 clusters Score -122740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -122747.117188 Penalty: 3521.204102
	Iteration 25Q: 3 clusters Score -122747.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -122756.062500 Penalty: 3521.204102
	Iteration 26Q: 3 clusters Score -122756.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -122760.164062 Penalty: 3521.204102
	Iteration 27Q: 3 clusters Score -122760.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -122769.992188 Penalty: 3521.204102
	Iteration 28Q: 3 clusters Score -122770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -122770.781250 Penalty: 3521.204102
	Iteration 29Q: 3 clusters Score -122770.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -122770.781250 Penalty: 3521.204102
	Iteration 30F: 3 clusters Score -122770.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61949 members 
Mstep: Class 4 contains 227491 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 122135 members 
Mstep: Class 7 contains 11523 members 
Mstep: Class 8 contains 197929 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12585 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 15 contains 809 members 
Mstep: Class 16 contains 33682 members 
Mstep: Class 19 contains 180545 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
Score: -104295288.000000 Penalty: 64462.460938
Splitting cluster 21 changes total score from -104296440.000000 to -104295288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Entering Unmasked Estep 
Score: -427327.937500 Penalty: 2040.984741
	Iteration 0F: 2 clusters Score -427327.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -423637.812500 Penalty: 4081.969482
	Iteration 0F: 3 clusters Score -423637.8 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -424571.343750 Penalty: 4081.969482
	Iteration 1F: 3 clusters Score -424571.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -424801.187500 Penalty: 4081.969482
	Iteration 2F: 3 clusters Score -424801.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -424940.375000 Penalty: 4081.969482
	Iteration 3F: 3 clusters Score -424940.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -425030.062500 Penalty: 4081.969482
	Iteration 4Q: 3 clusters Score -425030.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -425087.031250 Penalty: 4081.969482
	Iteration 5Q: 3 clusters Score -425087 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -425141.812500 Penalty: 4081.969482
	Iteration 6Q: 3 clusters Score -425141.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -425183.250000 Penalty: 4081.969482
	Iteration 7Q: 3 clusters Score -425183.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -425220.343750 Penalty: 4081.969482
	Iteration 8Q: 3 clusters Score -425220.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -425256.906250 Penalty: 4081.969482
	Iteration 9Q: 3 clusters Score -425256.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -425296.968750 Penalty: 4081.969482
	Iteration 10Q: 3 clusters Score -425297 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -425337.437500 Penalty: 4081.969482
	Iteration 11Q: 3 clusters Score -425337.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -425378.031250 Penalty: 4081.969482
	Iteration 12Q: 3 clusters Score -425378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -425417.250000 Penalty: 4081.969482
	Iteration 13Q: 3 clusters Score -425417.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -425459.906250 Penalty: 4081.969482
	Iteration 14Q: 3 clusters Score -425459.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -425499.406250 Penalty: 4081.969482
	Iteration 15Q: 3 clusters Score -425499.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -425531.906250 Penalty: 4081.969482
	Iteration 16Q: 3 clusters Score -425531.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -425563.625000 Penalty: 4081.969482
	Iteration 17Q: 3 clusters Score -425563.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -425587.937500 Penalty: 4081.969482
	Iteration 18Q: 3 clusters Score -425587.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -425609.906250 Penalty: 4081.969482
	Iteration 19Q: 3 clusters Score -425609.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -425628.031250 Penalty: 4081.969482
	Iteration 20F: 3 clusters Score -425628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -425646.343750 Penalty: 4081.969482
	Iteration 21Q: 3 clusters Score -425646.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -425658.343750 Penalty: 4081.969482
	Iteration 22Q: 3 clusters Score -425658.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -425671.562500 Penalty: 4081.969482
	Iteration 23Q: 3 clusters Score -425671.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -425688.875000 Penalty: 4081.969482
	Iteration 24Q: 3 clusters Score -425688.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -425704.312500 Penalty: 4081.969482
	Iteration 25Q: 3 clusters Score -425704.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -425717.500000 Penalty: 4081.969482
	Iteration 26Q: 3 clusters Score -425717.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -425728.687500 Penalty: 4081.969482
	Iteration 27Q: 3 clusters Score -425728.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -425734.812500 Penalty: 4081.969482
	Iteration 28Q: 3 clusters Score -425734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -425737.593750 Penalty: 4081.969482
	Iteration 29Q: 3 clusters Score -425737.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -425739.531250 Penalty: 4081.969482
	Iteration 30Q: 3 clusters Score -425739.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -425740.593750 Penalty: 4081.969482
	Iteration 31Q: 3 clusters Score -425740.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -425742.187500 Penalty: 4081.969482
	Iteration 32Q: 3 clusters Score -425742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -425742.937500 Penalty: 4081.969482
	Iteration 33Q: 3 clusters Score -425742.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -425744.343750 Penalty: 4081.969482
	Iteration 34Q: 3 clusters Score -425744.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -425745.656250 Penalty: 4081.969482
	Iteration 35Q: 3 clusters Score -425745.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -425749.000000 Penalty: 4081.969482
	Iteration 36Q: 3 clusters Score -425749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -425748.593750 Penalty: 4081.969482
	Iteration 37Q: 3 clusters Score -425748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -425749.156250 Penalty: 4081.969482
	Iteration 38Q: 3 clusters Score -425749.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -425749.156250 Penalty: 4081.969482
	Iteration 39F: 3 clusters Score -425749.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61949 members 
Mstep: Class 4 contains 227491 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 122135 members 
Mstep: Class 7 contains 11523 members 
Mstep: Class 8 contains 197929 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12585 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33682 members 
Mstep: Class 19 contains 180545 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296432.000000 Penalty: 61069.699219
Iteration 199Q: 19 clusters Score -1.042964e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61942 members 
Mstep: Class 4 contains 227466 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 122386 members 
Mstep: Class 7 contains 11526 members 
Mstep: Class 8 contains 197764 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12591 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33680 members 
Mstep: Class 19 contains 180485 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296256.000000 Penalty: 61069.699219
Iteration 200F: 19 clusters Score -1.042963e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61933 members 
Mstep: Class 4 contains 227433 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 122638 members 
Mstep: Class 7 contains 11527 members 
Mstep: Class 8 contains 197617 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12595 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33673 members 
Mstep: Class 19 contains 180427 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296304.000000 Penalty: 61069.699219
Iteration 201Q: 19 clusters Score -1.042963e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61916 members 
Mstep: Class 4 contains 227427 members 
Mstep: Class 5 contains 3763 members 
Mstep: Class 6 contains 122879 members 
Mstep: Class 7 contains 11527 members 
Mstep: Class 8 contains 197486 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12595 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33674 members 
Mstep: Class 19 contains 180341 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296264.000000 Penalty: 61069.699219
Iteration 202Q: 19 clusters Score -1.042963e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61908 members 
Mstep: Class 4 contains 227394 members 
Mstep: Class 5 contains 3761 members 
Mstep: Class 6 contains 123136 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 197340 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12602 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33678 members 
Mstep: Class 19 contains 180255 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296024.000000 Penalty: 61069.699219
Iteration 203Q: 19 clusters Score -1.04296e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61900 members 
Mstep: Class 4 contains 227376 members 
Mstep: Class 5 contains 3759 members 
Mstep: Class 6 contains 123404 members 
Mstep: Class 7 contains 11531 members 
Mstep: Class 8 contains 197191 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12602 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33681 members 
Mstep: Class 19 contains 180156 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295960.000000 Penalty: 61069.699219
Iteration 204Q: 19 clusters Score -1.04296e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61884 members 
Mstep: Class 4 contains 227350 members 
Mstep: Class 5 contains 3759 members 
Mstep: Class 6 contains 123673 members 
Mstep: Class 7 contains 11530 members 
Mstep: Class 8 contains 197046 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12603 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33686 members 
Mstep: Class 19 contains 180066 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295984.000000 Penalty: 61069.699219
Iteration 205Q: 19 clusters Score -1.04296e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61870 members 
Mstep: Class 4 contains 227308 members 
Mstep: Class 5 contains 3759 members 
Mstep: Class 6 contains 123941 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 196924 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12602 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33690 members 
Mstep: Class 19 contains 179979 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296112.000000 Penalty: 61069.699219
Iteration 206Q: 19 clusters Score -1.042961e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61855 members 
Mstep: Class 4 contains 227275 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 124222 members 
Mstep: Class 7 contains 11527 members 
Mstep: Class 8 contains 196785 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12596 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33690 members 
Mstep: Class 19 contains 179895 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296176.000000 Penalty: 61069.699219
Iteration 207Q: 19 clusters Score -1.042962e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61845 members 
Mstep: Class 4 contains 227240 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 124490 members 
Mstep: Class 7 contains 11528 members 
Mstep: Class 8 contains 196633 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12599 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33690 members 
Mstep: Class 19 contains 179823 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296000.000000 Penalty: 61069.699219
Iteration 208Q: 19 clusters Score -1.04296e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61831 members 
Mstep: Class 4 contains 227220 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 124738 members 
Mstep: Class 7 contains 11531 members 
Mstep: Class 8 contains 196491 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33686 members 
Mstep: Class 19 contains 179752 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295816.000000 Penalty: 61069.699219
Iteration 209Q: 19 clusters Score -1.042958e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61821 members 
Mstep: Class 4 contains 227211 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 124975 members 
Mstep: Class 7 contains 11531 members 
Mstep: Class 8 contains 196354 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33683 members 
Mstep: Class 19 contains 179674 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295704.000000 Penalty: 61069.699219
Iteration 210Q: 19 clusters Score -1.042957e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61808 members 
Mstep: Class 4 contains 227187 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 125243 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 196226 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33682 members 
Mstep: Class 19 contains 179580 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295776.000000 Penalty: 61069.699219
Iteration 211Q: 19 clusters Score -1.042958e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61800 members 
Mstep: Class 4 contains 227155 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 125541 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 196086 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12603 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33675 members 
Mstep: Class 19 contains 179469 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295864.000000 Penalty: 61069.699219
Iteration 212Q: 19 clusters Score -1.042959e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61787 members 
Mstep: Class 4 contains 227128 members 
Mstep: Class 5 contains 3744 members 
Mstep: Class 6 contains 125829 members 
Mstep: Class 7 contains 11530 members 
Mstep: Class 8 contains 195942 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12609 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33670 members 
Mstep: Class 19 contains 179362 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295976.000000 Penalty: 61069.699219
Iteration 213Q: 19 clusters Score -1.04296e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61786 members 
Mstep: Class 4 contains 227089 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 126124 members 
Mstep: Class 7 contains 11530 members 
Mstep: Class 8 contains 195793 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12613 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33666 members 
Mstep: Class 19 contains 179254 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295912.000000 Penalty: 61069.699219
Iteration 214Q: 19 clusters Score -1.042959e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61782 members 
Mstep: Class 4 contains 227061 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 126424 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 195610 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12623 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33656 members 
Mstep: Class 19 contains 179162 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295976.000000 Penalty: 61069.699219
Iteration 215Q: 19 clusters Score -1.04296e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61783 members 
Mstep: Class 4 contains 227047 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 126710 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 195418 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12632 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33648 members 
Mstep: Class 19 contains 179079 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296048.000000 Penalty: 61069.699219
Iteration 216Q: 19 clusters Score -1.04296e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61780 members 
Mstep: Class 4 contains 227015 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 126994 members 
Mstep: Class 7 contains 11530 members 
Mstep: Class 8 contains 195268 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12641 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33643 members 
Mstep: Class 19 contains 178981 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296016.000000 Penalty: 61069.699219
Iteration 217Q: 19 clusters Score -1.04296e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61780 members 
Mstep: Class 4 contains 226977 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 127284 members 
Mstep: Class 7 contains 11528 members 
Mstep: Class 8 contains 195109 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12655 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33638 members 
Mstep: Class 19 contains 178885 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296024.000000 Penalty: 61069.699219
Iteration 218Q: 19 clusters Score -1.04296e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61785 members 
Mstep: Class 4 contains 226938 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 127556 members 
Mstep: Class 7 contains 11527 members 
Mstep: Class 8 contains 194939 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33630 members 
Mstep: Class 19 contains 178811 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295904.000000 Penalty: 61069.699219
Iteration 219Q: 19 clusters Score -1.042959e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61792 members 
Mstep: Class 4 contains 226898 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 127810 members 
Mstep: Class 7 contains 11526 members 
Mstep: Class 8 contains 194777 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4612 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12683 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33628 members 
Mstep: Class 19 contains 178746 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295960.000000 Penalty: 61069.699219
Iteration 220F: 19 clusters Score -1.04296e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61789 members 
Mstep: Class 4 contains 226857 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 128070 members 
Mstep: Class 7 contains 11525 members 
Mstep: Class 8 contains 194632 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4612 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12695 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33626 members 
Mstep: Class 19 contains 178665 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296000.000000 Penalty: 61069.699219
Iteration 221Q: 19 clusters Score -1.04296e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61790 members 
Mstep: Class 4 contains 226804 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 128356 members 
Mstep: Class 7 contains 11525 members 
Mstep: Class 8 contains 194461 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4613 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12710 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33623 members 
Mstep: Class 19 contains 178592 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296136.000000 Penalty: 61069.699219
Iteration 222Q: 19 clusters Score -1.042961e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61779 members 
Mstep: Class 4 contains 226765 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 128606 members 
Mstep: Class 7 contains 11523 members 
Mstep: Class 8 contains 194330 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4613 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12729 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33620 members 
Mstep: Class 19 contains 178512 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296192.000000 Penalty: 61069.699219
Iteration 223Q: 19 clusters Score -1.042962e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61768 members 
Mstep: Class 4 contains 226720 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 128868 members 
Mstep: Class 7 contains 11521 members 
Mstep: Class 8 contains 194210 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4613 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 12741 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33615 members 
Mstep: Class 19 contains 178422 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296152.000000 Penalty: 61069.699219
Iteration 224Q: 19 clusters Score -1.042962e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61762 members 
Mstep: Class 4 contains 226647 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 129132 members 
Mstep: Class 7 contains 11520 members 
Mstep: Class 8 contains 194082 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4612 members 
Mstep: Class 11 contains 1918 members 
Mstep: Class 12 contains 12756 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33619 members 
Mstep: Class 19 contains 178350 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296192.000000 Penalty: 61069.699219
Iteration 225Q: 19 clusters Score -1.042962e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61754 members 
Mstep: Class 4 contains 226546 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 129438 members 
Mstep: Class 7 contains 11520 members 
Mstep: Class 8 contains 193942 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4612 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 12776 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33616 members 
Mstep: Class 19 contains 178274 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296264.000000 Penalty: 61069.699219
Iteration 226Q: 19 clusters Score -1.042963e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61749 members 
Mstep: Class 4 contains 226457 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 129736 members 
Mstep: Class 7 contains 11520 members 
Mstep: Class 8 contains 193800 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4611 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 12787 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33615 members 
Mstep: Class 19 contains 178203 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296352.000000 Penalty: 61069.699219
Iteration 227Q: 19 clusters Score -1.042964e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61739 members 
Mstep: Class 4 contains 226367 members 
Mstep: Class 5 contains 3738 members 
Mstep: Class 6 contains 130047 members 
Mstep: Class 7 contains 11519 members 
Mstep: Class 8 contains 193657 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4612 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 12799 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33613 members 
Mstep: Class 19 contains 178123 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296320.000000 Penalty: 61069.699219
Iteration 228Q: 19 clusters Score -1.042963e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61740 members 
Mstep: Class 4 contains 226285 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 130321 members 
Mstep: Class 7 contains 11519 members 
Mstep: Class 8 contains 193543 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 12814 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33610 members 
Mstep: Class 19 contains 178034 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296416.000000 Penalty: 61069.699219
Iteration 229Q: 19 clusters Score -1.042964e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61730 members 
Mstep: Class 4 contains 226193 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 130620 members 
Mstep: Class 7 contains 11519 members 
Mstep: Class 8 contains 193443 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 12819 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33606 members 
Mstep: Class 19 contains 177943 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296552.000000 Penalty: 61069.699219
Iteration 230Q: 19 clusters Score -1.042966e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61716 members 
Mstep: Class 4 contains 226125 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 130897 members 
Mstep: Class 7 contains 11521 members 
Mstep: Class 8 contains 193333 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 12824 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33600 members 
Mstep: Class 19 contains 177859 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296488.000000 Penalty: 61069.699219
Iteration 231Q: 19 clusters Score -1.042965e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61702 members 
Mstep: Class 4 contains 226083 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 131152 members 
Mstep: Class 7 contains 11519 members 
Mstep: Class 8 contains 193218 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 12830 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33592 members 
Mstep: Class 19 contains 177780 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296472.000000 Penalty: 61069.699219
Iteration 232Q: 19 clusters Score -1.042965e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61690 members 
Mstep: Class 4 contains 226054 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 131346 members 
Mstep: Class 7 contains 11519 members 
Mstep: Class 8 contains 193127 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 12840 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33583 members 
Mstep: Class 19 contains 177718 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296528.000000 Penalty: 61069.699219
Iteration 233Q: 19 clusters Score -1.042965e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61683 members 
Mstep: Class 4 contains 226011 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 131547 members 
Mstep: Class 7 contains 11519 members 
Mstep: Class 8 contains 193036 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 12844 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33578 members 
Mstep: Class 19 contains 177660 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296568.000000 Penalty: 61069.699219
Iteration 234Q: 19 clusters Score -1.042966e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61679 members 
Mstep: Class 4 contains 225961 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 131767 members 
Mstep: Class 7 contains 11520 members 
Mstep: Class 8 contains 192916 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 12852 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33574 members 
Mstep: Class 19 contains 177613 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296544.000000 Penalty: 61069.699219
Iteration 235Q: 19 clusters Score -1.042965e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61667 members 
Mstep: Class 4 contains 225928 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 131960 members 
Mstep: Class 7 contains 11519 members 
Mstep: Class 8 contains 192809 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 12867 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33567 members 
Mstep: Class 19 contains 177564 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296512.000000 Penalty: 61069.699219
Iteration 236Q: 19 clusters Score -1.042965e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61660 members 
Mstep: Class 4 contains 225889 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 132165 members 
Mstep: Class 7 contains 11516 members 
Mstep: Class 8 contains 192684 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 12880 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33563 members 
Mstep: Class 19 contains 177525 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296664.000000 Penalty: 61069.699219
Iteration 237Q: 19 clusters Score -1.042967e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61654 members 
Mstep: Class 4 contains 225837 members 
Mstep: Class 5 contains 3738 members 
Mstep: Class 6 contains 132407 members 
Mstep: Class 7 contains 11510 members 
Mstep: Class 8 contains 192556 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 12892 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33561 members 
Mstep: Class 19 contains 177468 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296784.000000 Penalty: 61069.699219
Iteration 238Q: 19 clusters Score -1.042968e+08 nChanged 456
Entering ConstructFrom: 
Score: -104296784.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (5920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Entering Unmasked Estep 
Score: -713273.687500 Penalty: 2154.150635
	Iteration 0F: 2 clusters Score -713273.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -708194.062500 Penalty: 4308.301270
	Iteration 0F: 3 clusters Score -708194.1 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -709456.562500 Penalty: 4308.301270
	Iteration 1F: 3 clusters Score -709456.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -709706.875000 Penalty: 4308.301270
	Iteration 2F: 3 clusters Score -709706.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -709865.875000 Penalty: 4308.301270
	Iteration 3F: 3 clusters Score -709865.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -709958.125000 Penalty: 4308.301270
	Iteration 4Q: 3 clusters Score -709958.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -710029.250000 Penalty: 4308.301270
	Iteration 5Q: 3 clusters Score -710029.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -710086.750000 Penalty: 4308.301270
	Iteration 6Q: 3 clusters Score -710086.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -710126.062500 Penalty: 4308.301270
	Iteration 7Q: 3 clusters Score -710126.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -710149.937500 Penalty: 4308.301270
	Iteration 8Q: 3 clusters Score -710149.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -710168.625000 Penalty: 4308.301270
	Iteration 9Q: 3 clusters Score -710168.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -710192.750000 Penalty: 4308.301270
	Iteration 10Q: 3 clusters Score -710192.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -710218.062500 Penalty: 4308.301270
	Iteration 11Q: 3 clusters Score -710218.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -710243.812500 Penalty: 4308.301270
	Iteration 12Q: 3 clusters Score -710243.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -710267.687500 Penalty: 4308.301270
	Iteration 13Q: 3 clusters Score -710267.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -710293.687500 Penalty: 4308.301270
	Iteration 14Q: 3 clusters Score -710293.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -710309.562500 Penalty: 4308.301270
	Iteration 15Q: 3 clusters Score -710309.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -710327.812500 Penalty: 4308.301270
	Iteration 16Q: 3 clusters Score -710327.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -710342.312500 Penalty: 4308.301270
	Iteration 17Q: 3 clusters Score -710342.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -710356.312500 Penalty: 4308.301270
	Iteration 18Q: 3 clusters Score -710356.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -710367.750000 Penalty: 4308.301270
	Iteration 19Q: 3 clusters Score -710367.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -710380.187500 Penalty: 4308.301270
	Iteration 20F: 3 clusters Score -710380.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -710396.375000 Penalty: 4308.301270
	Iteration 21Q: 3 clusters Score -710396.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -710415.875000 Penalty: 4308.301270
	Iteration 22Q: 3 clusters Score -710415.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -710434.875000 Penalty: 4308.301270
	Iteration 23Q: 3 clusters Score -710434.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -710451.000000 Penalty: 4308.301270
	Iteration 24Q: 3 clusters Score -710451 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -710472.375000 Penalty: 4308.301270
	Iteration 25Q: 3 clusters Score -710472.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -710489.250000 Penalty: 4308.301270
	Iteration 26Q: 3 clusters Score -710489.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -710503.750000 Penalty: 4308.301270
	Iteration 27Q: 3 clusters Score -710503.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -710522.125000 Penalty: 4308.301270
	Iteration 28Q: 3 clusters Score -710522.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -710541.812500 Penalty: 4308.301270
	Iteration 29Q: 3 clusters Score -710541.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -710571.812500 Penalty: 4308.301270
	Iteration 30Q: 3 clusters Score -710571.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -710605.187500 Penalty: 4308.301270
	Iteration 31Q: 3 clusters Score -710605.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -710633.875000 Penalty: 4308.301270
	Iteration 32Q: 3 clusters Score -710633.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -710666.625000 Penalty: 4308.301270
	Iteration 33Q: 3 clusters Score -710666.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -710713.312500 Penalty: 4308.301270
	Iteration 34Q: 3 clusters Score -710713.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -710762.750000 Penalty: 4308.301270
	Iteration 35Q: 3 clusters Score -710762.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -710801.375000 Penalty: 4308.301270
	Iteration 36Q: 3 clusters Score -710801.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -710853.437500 Penalty: 4308.301270
	Iteration 37Q: 3 clusters Score -710853.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -710911.187500 Penalty: 4308.301270
	Iteration 38Q: 3 clusters Score -710911.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -710956.875000 Penalty: 4308.301270
	Iteration 39Q: 3 clusters Score -710956.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -711008.937500 Penalty: 4308.301270
	Iteration 40F: 3 clusters Score -711008.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -711042.625000 Penalty: 4308.301270
	Iteration 41Q: 3 clusters Score -711042.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -711085.187500 Penalty: 4308.301270
	Iteration 42Q: 3 clusters Score -711085.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -711120.187500 Penalty: 4308.301270
	Iteration 43Q: 3 clusters Score -711120.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -711152.562500 Penalty: 4308.301270
	Iteration 44Q: 3 clusters Score -711152.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -711180.875000 Penalty: 4308.301270
	Iteration 45Q: 3 clusters Score -711180.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -711197.437500 Penalty: 4308.301270
	Iteration 46Q: 3 clusters Score -711197.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -711219.187500 Penalty: 4308.301270
	Iteration 47Q: 3 clusters Score -711219.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -711235.437500 Penalty: 4308.301270
	Iteration 48Q: 3 clusters Score -711235.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -711255.875000 Penalty: 4308.301270
	Iteration 49Q: 3 clusters Score -711255.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -711270.625000 Penalty: 4308.301270
	Iteration 50Q: 3 clusters Score -711270.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -711283.687500 Penalty: 4308.301270
	Iteration 51Q: 3 clusters Score -711283.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -711298.312500 Penalty: 4308.301270
	Iteration 52Q: 3 clusters Score -711298.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -711317.687500 Penalty: 4308.301270
	Iteration 53Q: 3 clusters Score -711317.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -711331.187500 Penalty: 4308.301270
	Iteration 54Q: 3 clusters Score -711331.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -711338.125000 Penalty: 4308.301270
	Iteration 55Q: 3 clusters Score -711338.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -711347.375000 Penalty: 4308.301270
	Iteration 56Q: 3 clusters Score -711347.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -711356.750000 Penalty: 4308.301270
	Iteration 57Q: 3 clusters Score -711356.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -711360.375000 Penalty: 4308.301270
	Iteration 58Q: 3 clusters Score -711360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -711361.250000 Penalty: 4308.301270
	Iteration 59Q: 3 clusters Score -711361.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -711360.437500 Penalty: 4308.301270
	Iteration 60F: 3 clusters Score -711360.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -711363.312500 Penalty: 4308.301270
	Iteration 61Q: 3 clusters Score -711363.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -711366.125000 Penalty: 4308.301270
	Iteration 62Q: 3 clusters Score -711366.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -711368.437500 Penalty: 4308.301270
	Iteration 63Q: 3 clusters Score -711368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -711370.312500 Penalty: 4308.301270
	Iteration 64Q: 3 clusters Score -711370.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -711371.000000 Penalty: 4308.301270
	Iteration 65Q: 3 clusters Score -711371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -711371.687500 Penalty: 4308.301270
	Iteration 66Q: 3 clusters Score -711371.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -711373.062500 Penalty: 4308.301270
	Iteration 67Q: 3 clusters Score -711373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -711373.687500 Penalty: 4308.301270
	Iteration 68Q: 3 clusters Score -711373.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -711373.687500 Penalty: 4308.301270
	Iteration 69F: 3 clusters Score -711373.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -52802.625000 Penalty: 1558.927490
	Iteration 0F: 2 clusters Score -52802.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51270.871094 Penalty: 3117.854980
	Iteration 0F: 3 clusters Score -51270.87 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51554.449219 Penalty: 3117.854980
	Iteration 1F: 3 clusters Score -51554.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51723.777344 Penalty: 3117.854980
	Iteration 2F: 3 clusters Score -51723.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51865.214844 Penalty: 3117.854980
	Iteration 3Q: 3 clusters Score -51865.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51925.000000 Penalty: 3117.854980
	Iteration 4Q: 3 clusters Score -51925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51955.128906 Penalty: 3117.854980
	Iteration 5Q: 3 clusters Score -51955.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51962.449219 Penalty: 3117.854980
	Iteration 6Q: 3 clusters Score -51962.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51968.222656 Penalty: 3117.854980
	Iteration 7Q: 3 clusters Score -51968.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51973.253906 Penalty: 3117.854980
	Iteration 8Q: 3 clusters Score -51973.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51974.378906 Penalty: 3117.854980
	Iteration 9Q: 3 clusters Score -51974.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51979.390625 Penalty: 3117.854980
	Iteration 10Q: 3 clusters Score -51979.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51983.000000 Penalty: 3117.854980
	Iteration 11Q: 3 clusters Score -51983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51983.000000 Penalty: 3117.854980
	Iteration 12F: 3 clusters Score -51983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61650 members 
Entering Unmasked Estep 
Score: -7568648.000000 Penalty: 2735.248535
	Iteration 0F: 2 clusters Score -7568648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -7527170.500000 Penalty: 5470.497070
	Iteration 0F: 3 clusters Score -7527170 nChanged 28674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -7543236.500000 Penalty: 5470.497070
	Iteration 1F: 3 clusters Score -7543236 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -7543819.500000 Penalty: 5470.497070
	Iteration 2Q: 3 clusters Score -7543820 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -7544475.500000 Penalty: 5470.497070
	Iteration 3Q: 3 clusters Score -7544476 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -7545329.000000 Penalty: 5470.497070
	Iteration 4Q: 3 clusters Score -7545329 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -7546469.000000 Penalty: 5470.497070
	Iteration 5Q: 3 clusters Score -7546469 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -7548545.500000 Penalty: 5470.497070
	Iteration 6F: 3 clusters Score -7548546 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -7551529.500000 Penalty: 5470.497070
	Iteration 7F: 3 clusters Score -7551530 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -7555417.500000 Penalty: 5470.497070
	Iteration 8F: 3 clusters Score -7555418 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -7559305.500000 Penalty: 5470.497070
	Iteration 9F: 3 clusters Score -7559306 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -7562086.500000 Penalty: 5470.497070
	Iteration 10Q: 3 clusters Score -7562086 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52104 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -7563425.000000 Penalty: 5470.497070
	Iteration 11Q: 3 clusters Score -7563425 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -7564000.500000 Penalty: 5470.497070
	Iteration 12Q: 3 clusters Score -7564000 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -7564281.500000 Penalty: 5470.497070
	Iteration 13Q: 3 clusters Score -7564282 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -7564537.000000 Penalty: 5470.497070
	Iteration 14Q: 3 clusters Score -7564537 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -7564750.000000 Penalty: 5470.497070
	Iteration 15Q: 3 clusters Score -7564750 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -7564875.000000 Penalty: 5470.497070
	Iteration 16Q: 3 clusters Score -7564875 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55216 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -7565014.500000 Penalty: 5470.497070
	Iteration 17Q: 3 clusters Score -7565014 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -7565108.000000 Penalty: 5470.497070
	Iteration 18Q: 3 clusters Score -7565108 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -7565204.500000 Penalty: 5470.497070
	Iteration 19Q: 3 clusters Score -7565204 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -7565334.000000 Penalty: 5470.497070
	Iteration 20F: 3 clusters Score -7565334 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -7565432.000000 Penalty: 5470.497070
	Iteration 21Q: 3 clusters Score -7565432 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56847 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -7565512.000000 Penalty: 5470.497070
	Iteration 22Q: 3 clusters Score -7565512 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -7565568.000000 Penalty: 5470.497070
	Iteration 23Q: 3 clusters Score -7565568 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -7565617.500000 Penalty: 5470.497070
	Iteration 24Q: 3 clusters Score -7565618 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57513 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -7565671.000000 Penalty: 5470.497070
	Iteration 25Q: 3 clusters Score -7565671 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -7565708.000000 Penalty: 5470.497070
	Iteration 26Q: 3 clusters Score -7565708 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -7565770.000000 Penalty: 5470.497070
	Iteration 27Q: 3 clusters Score -7565770 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -7565820.500000 Penalty: 5470.497070
	Iteration 28Q: 3 clusters Score -7565820 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58278 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -7565880.000000 Penalty: 5470.497070
	Iteration 29Q: 3 clusters Score -7565880 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -7565947.500000 Penalty: 5470.497070
	Iteration 30Q: 3 clusters Score -7565948 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -7565989.500000 Penalty: 5470.497070
	Iteration 31Q: 3 clusters Score -7565990 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -7566010.500000 Penalty: 5470.497070
	Iteration 32Q: 3 clusters Score -7566010 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -7566064.000000 Penalty: 5470.497070
	Iteration 33Q: 3 clusters Score -7566064 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -7566120.000000 Penalty: 5470.497070
	Iteration 34Q: 3 clusters Score -7566120 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -7566142.500000 Penalty: 5470.497070
	Iteration 35Q: 3 clusters Score -7566142 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -7566184.500000 Penalty: 5470.497070
	Iteration 36Q: 3 clusters Score -7566184 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -7566202.000000 Penalty: 5470.497070
	Iteration 37Q: 3 clusters Score -7566202 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7566217.500000 Penalty: 5470.497070
	Iteration 38Q: 3 clusters Score -7566218 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -7566234.000000 Penalty: 5470.497070
	Iteration 39Q: 3 clusters Score -7566234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7566248.500000 Penalty: 5470.497070
	Iteration 40F: 3 clusters Score -7566248 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7566253.500000 Penalty: 5470.497070
	Iteration 41Q: 3 clusters Score -7566254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59575 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -7566263.000000 Penalty: 5470.497070
	Iteration 42Q: 3 clusters Score -7566263 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7566283.000000 Penalty: 5470.497070
	Iteration 43Q: 3 clusters Score -7566283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -7566275.500000 Penalty: 5470.497070
	Iteration 44Q: 3 clusters Score -7566276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59693 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7566270.500000 Penalty: 5470.497070
	Iteration 45Q: 3 clusters Score -7566270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59730 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -7566287.500000 Penalty: 5470.497070
	Iteration 46Q: 3 clusters Score -7566288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7566288.500000 Penalty: 5470.497070
	Iteration 47Q: 3 clusters Score -7566288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -7566303.000000 Penalty: 5470.497070
	Iteration 48Q: 3 clusters Score -7566303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59804 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7566308.500000 Penalty: 5470.497070
	Iteration 49Q: 3 clusters Score -7566308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7566309.000000 Penalty: 5470.497070
	Iteration 50Q: 3 clusters Score -7566309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59869 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7566314.500000 Penalty: 5470.497070
	Iteration 51Q: 3 clusters Score -7566314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7566328.000000 Penalty: 5470.497070
	Iteration 52Q: 3 clusters Score -7566328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7566334.500000 Penalty: 5470.497070
	Iteration 53Q: 3 clusters Score -7566334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59936 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7566336.000000 Penalty: 5470.497070
	Iteration 54Q: 3 clusters Score -7566336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7566329.000000 Penalty: 5470.497070
	Iteration 55Q: 3 clusters Score -7566329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -7566330.500000 Penalty: 5470.497070
	Iteration 56Q: 3 clusters Score -7566330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -7566334.500000 Penalty: 5470.497070
	Iteration 57Q: 3 clusters Score -7566334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -7566332.000000 Penalty: 5470.497070
	Iteration 58Q: 3 clusters Score -7566332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -7566341.000000 Penalty: 5470.497070
	Iteration 59Q: 3 clusters Score -7566341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60028 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7566341.500000 Penalty: 5470.497070
	Iteration 60F: 3 clusters Score -7566342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7566362.500000 Penalty: 5470.497070
	Iteration 61Q: 3 clusters Score -7566362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7566353.500000 Penalty: 5470.497070
	Iteration 62Q: 3 clusters Score -7566354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60088 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7566361.500000 Penalty: 5470.497070
	Iteration 63Q: 3 clusters Score -7566362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7566355.000000 Penalty: 5470.497070
	Iteration 64Q: 3 clusters Score -7566355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60124 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7566367.500000 Penalty: 5470.497070
	Iteration 65Q: 3 clusters Score -7566368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7566370.000000 Penalty: 5470.497070
	Iteration 66Q: 3 clusters Score -7566370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7566377.500000 Penalty: 5470.497070
	Iteration 67Q: 3 clusters Score -7566378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -7566391.500000 Penalty: 5470.497070
	Iteration 68Q: 3 clusters Score -7566392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7566404.500000 Penalty: 5470.497070
	Iteration 69Q: 3 clusters Score -7566404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -7566394.500000 Penalty: 5470.497070
	Iteration 70Q: 3 clusters Score -7566394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7566396.500000 Penalty: 5470.497070
	Iteration 71Q: 3 clusters Score -7566396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -7566412.000000 Penalty: 5470.497070
	Iteration 72Q: 3 clusters Score -7566412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7566410.000000 Penalty: 5470.497070
	Iteration 73Q: 3 clusters Score -7566410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60272 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7566419.500000 Penalty: 5470.497070
	Iteration 74Q: 3 clusters Score -7566420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60280 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -7566408.000000 Penalty: 5470.497070
	Iteration 75Q: 3 clusters Score -7566408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60290 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7566416.000000 Penalty: 5470.497070
	Iteration 76Q: 3 clusters Score -7566416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -7566417.000000 Penalty: 5470.497070
	Iteration 77Q: 3 clusters Score -7566417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -7566420.000000 Penalty: 5470.497070
	Iteration 78Q: 3 clusters Score -7566420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7566415.000000 Penalty: 5470.497070
	Iteration 79Q: 3 clusters Score -7566415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -7566423.500000 Penalty: 5470.497070
	Iteration 80F: 3 clusters Score -7566424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7566430.500000 Penalty: 5470.497070
	Iteration 81Q: 3 clusters Score -7566430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7566428.500000 Penalty: 5470.497070
	Iteration 82Q: 3 clusters Score -7566428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7566434.000000 Penalty: 5470.497070
	Iteration 83Q: 3 clusters Score -7566434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7566429.500000 Penalty: 5470.497070
	Iteration 84Q: 3 clusters Score -7566430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60341 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7566428.500000 Penalty: 5470.497070
	Iteration 85Q: 3 clusters Score -7566428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60343 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7566434.000000 Penalty: 5470.497070
	Iteration 86Q: 3 clusters Score -7566434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7566435.500000 Penalty: 5470.497070
	Iteration 87Q: 3 clusters Score -7566436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60351 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7566448.500000 Penalty: 5470.497070
	Iteration 88Q: 3 clusters Score -7566448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60354 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7566455.000000 Penalty: 5470.497070
	Iteration 89Q: 3 clusters Score -7566455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7566457.000000 Penalty: 5470.497070
	Iteration 90Q: 3 clusters Score -7566457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60358 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7566453.500000 Penalty: 5470.497070
	Iteration 91Q: 3 clusters Score -7566454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60358 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7566453.500000 Penalty: 5470.497070
	Iteration 92F: 3 clusters Score -7566454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (225779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225779 members 
Entering Unmasked Estep 
Score: -27335252.000000 Penalty: 3057.173340
	Iteration 0F: 2 clusters Score -2.733525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112794 members 
Mstep: Class 2 contains 112985 members 
Entering Unmasked Estep 
Score: -27188088.000000 Penalty: 6114.346680
	Iteration 0F: 3 clusters Score -2.718809e+07 nChanged 108577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111873 members 
Mstep: Class 2 contains 113906 members 
Entering Unmasked Estep 
Score: -27251672.000000 Penalty: 6114.346680
	Iteration 1F: 3 clusters Score -2.725167e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111408 members 
Mstep: Class 2 contains 114371 members 
Entering Unmasked Estep 
Score: -27252890.000000 Penalty: 6114.346680
	Iteration 2Q: 3 clusters Score -2.725289e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110666 members 
Mstep: Class 2 contains 115113 members 
Entering Unmasked Estep 
Score: -27254000.000000 Penalty: 6114.346680
	Iteration 3Q: 3 clusters Score -2.7254e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109421 members 
Mstep: Class 2 contains 116358 members 
Entering Unmasked Estep 
Score: -27255310.000000 Penalty: 6114.346680
	Iteration 4Q: 3 clusters Score -2.725531e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107553 members 
Mstep: Class 2 contains 118226 members 
Entering Unmasked Estep 
Score: -27257232.000000 Penalty: 6114.346680
	Iteration 5Q: 3 clusters Score -2.725723e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104835 members 
Mstep: Class 2 contains 120944 members 
Entering Unmasked Estep 
Score: -27259504.000000 Penalty: 6114.346680
	Iteration 6Q: 3 clusters Score -2.72595e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100904 members 
Mstep: Class 2 contains 124875 members 
Entering Unmasked Estep 
Score: -27263140.000000 Penalty: 6114.346680
	Iteration 7Q: 3 clusters Score -2.726314e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 129965 members 
Entering Unmasked Estep 
Score: -27268742.000000 Penalty: 6114.346680
	Iteration 8Q: 3 clusters Score -2.726874e+07 nChanged 12418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 136049 members 
Entering Unmasked Estep 
Score: -27276570.000000 Penalty: 6114.346680
	Iteration 9F: 3 clusters Score -2.727657e+07 nChanged 13316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83624 members 
Mstep: Class 2 contains 142155 members 
Entering Unmasked Estep 
Score: -27285620.000000 Penalty: 6114.346680
	Iteration 10F: 3 clusters Score -2.728562e+07 nChanged 12639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78663 members 
Mstep: Class 2 contains 147116 members 
Entering Unmasked Estep 
Score: -27294028.000000 Penalty: 6114.346680
	Iteration 11F: 3 clusters Score -2.729403e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 150841 members 
Entering Unmasked Estep 
Score: -27298554.000000 Penalty: 6114.346680
	Iteration 12Q: 3 clusters Score -2.729855e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 154199 members 
Entering Unmasked Estep 
Score: -27300616.000000 Penalty: 6114.346680
	Iteration 13Q: 3 clusters Score -2.730062e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68198 members 
Mstep: Class 2 contains 157581 members 
Entering Unmasked Estep 
Score: -27301596.000000 Penalty: 6114.346680
	Iteration 14Q: 3 clusters Score -2.73016e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 161146 members 
Entering Unmasked Estep 
Score: -27302358.000000 Penalty: 6114.346680
	Iteration 15Q: 3 clusters Score -2.730236e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60996 members 
Mstep: Class 2 contains 164783 members 
Entering Unmasked Estep 
Score: -27303506.000000 Penalty: 6114.346680
	Iteration 16Q: 3 clusters Score -2.730351e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 168609 members 
Entering Unmasked Estep 
Score: -27304384.000000 Penalty: 6114.346680
	Iteration 17Q: 3 clusters Score -2.730438e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 172594 members 
Entering Unmasked Estep 
Score: -27305734.000000 Penalty: 6114.346680
	Iteration 18Q: 3 clusters Score -2.730573e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 176677 members 
Entering Unmasked Estep 
Score: -27307076.000000 Penalty: 6114.346680
	Iteration 19Q: 3 clusters Score -2.730708e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 180948 members 
Entering Unmasked Estep 
Score: -27308822.000000 Penalty: 6114.346680
	Iteration 20F: 3 clusters Score -2.730882e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 185380 members 
Entering Unmasked Estep 
Score: -27310660.000000 Penalty: 6114.346680
	Iteration 21Q: 3 clusters Score -2.731066e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 189897 members 
Entering Unmasked Estep 
Score: -27312706.000000 Penalty: 6114.346680
	Iteration 22Q: 3 clusters Score -2.731271e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 194417 members 
Entering Unmasked Estep 
Score: -27314632.000000 Penalty: 6114.346680
	Iteration 23Q: 3 clusters Score -2.731463e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 198810 members 
Entering Unmasked Estep 
Score: -27316866.000000 Penalty: 6114.346680
	Iteration 24Q: 3 clusters Score -2.731687e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 203071 members 
Entering Unmasked Estep 
Score: -27318734.000000 Penalty: 6114.346680
	Iteration 25Q: 3 clusters Score -2.731873e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 206953 members 
Entering Unmasked Estep 
Score: -27320730.000000 Penalty: 6114.346680
	Iteration 26Q: 3 clusters Score -2.732073e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 210485 members 
Entering Unmasked Estep 
Score: -27322752.000000 Penalty: 6114.346680
	Iteration 27Q: 3 clusters Score -2.732275e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 213583 members 
Entering Unmasked Estep 
Score: -27324516.000000 Penalty: 6114.346680
	Iteration 28Q: 3 clusters Score -2.732452e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 216332 members 
Entering Unmasked Estep 
Score: -27326250.000000 Penalty: 6114.346680
	Iteration 29Q: 3 clusters Score -2.732625e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 218670 members 
Entering Unmasked Estep 
Score: -27327744.000000 Penalty: 6114.346680
	Iteration 30Q: 3 clusters Score -2.732774e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 220529 members 
Entering Unmasked Estep 
Score: -27328946.000000 Penalty: 6114.346680
	Iteration 31Q: 3 clusters Score -2.732895e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 222009 members 
Entering Unmasked Estep 
Score: -27330106.000000 Penalty: 6114.346680
	Iteration 32Q: 3 clusters Score -2.733011e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 223109 members 
Entering Unmasked Estep 
Score: -27330982.000000 Penalty: 6114.346680
	Iteration 33Q: 3 clusters Score -2.733098e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 223887 members 
Entering Unmasked Estep 
Score: -27331508.000000 Penalty: 6114.346680
	Iteration 34Q: 3 clusters Score -2.733151e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 224372 members 
Entering Unmasked Estep 
Score: -27331962.000000 Penalty: 6114.346680
	Iteration 35Q: 3 clusters Score -2.733196e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 224658 members 
Entering Unmasked Estep 
Score: -27332196.000000 Penalty: 6114.346680
	Iteration 36Q: 3 clusters Score -2.73322e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 224824 members 
Entering Unmasked Estep 
Score: -27332290.000000 Penalty: 6114.346680
	Iteration 37Q: 3 clusters Score -2.733229e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 224939 members 
Entering Unmasked Estep 
Score: -27332392.000000 Penalty: 6114.346680
	Iteration 38Q: 3 clusters Score -2.733239e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 225001 members 
Entering Unmasked Estep 
Score: -27332456.000000 Penalty: 6114.346680
	Iteration 39Q: 3 clusters Score -2.733246e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 225046 members 
Entering Unmasked Estep 
Score: -27332494.000000 Penalty: 6114.346680
	Iteration 40F: 3 clusters Score -2.733249e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 225088 members 
Entering Unmasked Estep 
Score: -27332564.000000 Penalty: 6114.346680
	Iteration 41Q: 3 clusters Score -2.733256e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 225123 members 
Entering Unmasked Estep 
Score: -27332570.000000 Penalty: 6114.346680
	Iteration 42Q: 3 clusters Score -2.733257e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 225142 members 
Entering Unmasked Estep 
Score: -27332578.000000 Penalty: 6114.346680
	Iteration 43Q: 3 clusters Score -2.733258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 225156 members 
Entering Unmasked Estep 
Score: -27332580.000000 Penalty: 6114.346680
	Iteration 44Q: 3 clusters Score -2.733258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 225165 members 
Entering Unmasked Estep 
Score: -27332600.000000 Penalty: 6114.346680
	Iteration 45Q: 3 clusters Score -2.73326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 225170 members 
Entering Unmasked Estep 
Score: -27332596.000000 Penalty: 6114.346680
	Iteration 46Q: 3 clusters Score -2.73326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 225176 members 
Entering Unmasked Estep 
Score: -27332598.000000 Penalty: 6114.346680
	Iteration 47Q: 3 clusters Score -2.73326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 225181 members 
Entering Unmasked Estep 
Score: -27332580.000000 Penalty: 6114.346680
	Iteration 48Q: 3 clusters Score -2.733258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 225185 members 
Entering Unmasked Estep 
Score: -27332608.000000 Penalty: 6114.346680
	Iteration 49Q: 3 clusters Score -2.733261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 225188 members 
Entering Unmasked Estep 
Score: -27332620.000000 Penalty: 6114.346680
	Iteration 50Q: 3 clusters Score -2.733262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 225190 members 
Entering Unmasked Estep 
Score: -27332626.000000 Penalty: 6114.346680
	Iteration 51Q: 3 clusters Score -2.733263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 225193 members 
Entering Unmasked Estep 
Score: -27332632.000000 Penalty: 6114.346680
	Iteration 52Q: 3 clusters Score -2.733263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 225197 members 
Entering Unmasked Estep 
Score: -27332632.000000 Penalty: 6114.346680
	Iteration 53Q: 3 clusters Score -2.733263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 225198 members 
Entering Unmasked Estep 
Score: -27332618.000000 Penalty: 6114.346680
	Iteration 54Q: 3 clusters Score -2.733262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 225203 members 
Entering Unmasked Estep 
Score: -27332624.000000 Penalty: 6114.346680
	Iteration 55Q: 3 clusters Score -2.733262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 225204 members 
Entering Unmasked Estep 
Score: -27332628.000000 Penalty: 6114.346680
	Iteration 56Q: 3 clusters Score -2.733263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 225207 members 
Entering Unmasked Estep 
Score: -27332624.000000 Penalty: 6114.346680
	Iteration 57Q: 3 clusters Score -2.733262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 225210 members 
Entering Unmasked Estep 
Score: -27332618.000000 Penalty: 6114.346680
	Iteration 58Q: 3 clusters Score -2.733262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 225215 members 
Entering Unmasked Estep 
Score: -27332638.000000 Penalty: 6114.346680
	Iteration 59Q: 3 clusters Score -2.733264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 225217 members 
Entering Unmasked Estep 
Score: -27332638.000000 Penalty: 6114.346680
	Iteration 60F: 3 clusters Score -2.733264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 225219 members 
Entering Unmasked Estep 
Score: -27332632.000000 Penalty: 6114.346680
	Iteration 61Q: 3 clusters Score -2.733263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 225222 members 
Entering Unmasked Estep 
Score: -27332636.000000 Penalty: 6114.346680
	Iteration 62Q: 3 clusters Score -2.733264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 225226 members 
Entering Unmasked Estep 
Score: -27332642.000000 Penalty: 6114.346680
	Iteration 63Q: 3 clusters Score -2.733264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 225229 members 
Entering Unmasked Estep 
Score: -27332662.000000 Penalty: 6114.346680
	Iteration 64Q: 3 clusters Score -2.733266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 225236 members 
Entering Unmasked Estep 
Score: -27332670.000000 Penalty: 6114.346680
	Iteration 65Q: 3 clusters Score -2.733267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 225242 members 
Entering Unmasked Estep 
Score: -27332672.000000 Penalty: 6114.346680
	Iteration 66Q: 3 clusters Score -2.733267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 225242 members 
Entering Unmasked Estep 
Score: -27332670.000000 Penalty: 6114.346680
	Iteration 67Q: 3 clusters Score -2.733267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 225242 members 
Entering Unmasked Estep 
Score: -27332684.000000 Penalty: 6114.346680
	Iteration 68Q: 3 clusters Score -2.733268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 225242 members 
Entering Unmasked Estep 
Score: -27332672.000000 Penalty: 6114.346680
	Iteration 69Q: 3 clusters Score -2.733267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 225242 members 
Entering Unmasked Estep 
Score: -27332676.000000 Penalty: 6114.346680
	Iteration 70Q: 3 clusters Score -2.733268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 225242 members 
Entering Unmasked Estep 
Score: -27332676.000000 Penalty: 6114.346680
	Iteration 71F: 3 clusters Score -2.733268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -443672.375000 Penalty: 2040.057373
	Iteration 0F: 2 clusters Score -443672.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -439946.937500 Penalty: 4080.114746
	Iteration 0F: 3 clusters Score -439946.9 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -440739.468750 Penalty: 4080.114746
	Iteration 1F: 3 clusters Score -440739.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -440934.125000 Penalty: 4080.114746
	Iteration 2F: 3 clusters Score -440934.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -441045.937500 Penalty: 4080.114746
	Iteration 3F: 3 clusters Score -441045.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -441098.093750 Penalty: 4080.114746
	Iteration 4Q: 3 clusters Score -441098.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -441133.406250 Penalty: 4080.114746
	Iteration 5Q: 3 clusters Score -441133.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -441165.375000 Penalty: 4080.114746
	Iteration 6Q: 3 clusters Score -441165.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -441192.968750 Penalty: 4080.114746
	Iteration 7Q: 3 clusters Score -441193 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -441215.312500 Penalty: 4080.114746
	Iteration 8Q: 3 clusters Score -441215.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -441233.218750 Penalty: 4080.114746
	Iteration 9Q: 3 clusters Score -441233.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -441242.937500 Penalty: 4080.114746
	Iteration 10Q: 3 clusters Score -441242.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -441256.250000 Penalty: 4080.114746
	Iteration 11Q: 3 clusters Score -441256.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -441271.187500 Penalty: 4080.114746
	Iteration 12Q: 3 clusters Score -441271.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -441285.062500 Penalty: 4080.114746
	Iteration 13Q: 3 clusters Score -441285.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -441297.500000 Penalty: 4080.114746
	Iteration 14Q: 3 clusters Score -441297.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -441308.781250 Penalty: 4080.114746
	Iteration 15Q: 3 clusters Score -441308.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -441320.843750 Penalty: 4080.114746
	Iteration 16Q: 3 clusters Score -441320.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -441327.718750 Penalty: 4080.114746
	Iteration 17Q: 3 clusters Score -441327.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -441331.750000 Penalty: 4080.114746
	Iteration 18Q: 3 clusters Score -441331.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -441336.093750 Penalty: 4080.114746
	Iteration 19Q: 3 clusters Score -441336.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -441338.843750 Penalty: 4080.114746
	Iteration 20F: 3 clusters Score -441338.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -441343.781250 Penalty: 4080.114746
	Iteration 21Q: 3 clusters Score -441343.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -441346.531250 Penalty: 4080.114746
	Iteration 22Q: 3 clusters Score -441346.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -441349.281250 Penalty: 4080.114746
	Iteration 23Q: 3 clusters Score -441349.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -441351.093750 Penalty: 4080.114746
	Iteration 24Q: 3 clusters Score -441351.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -441355.468750 Penalty: 4080.114746
	Iteration 25Q: 3 clusters Score -441355.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -441356.937500 Penalty: 4080.114746
	Iteration 26Q: 3 clusters Score -441356.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -441359.687500 Penalty: 4080.114746
	Iteration 27Q: 3 clusters Score -441359.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -441360.968750 Penalty: 4080.114746
	Iteration 28Q: 3 clusters Score -441361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -441362.218750 Penalty: 4080.114746
	Iteration 29Q: 3 clusters Score -441362.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -441362.656250 Penalty: 4080.114746
	Iteration 30Q: 3 clusters Score -441362.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -441363.062500 Penalty: 4080.114746
	Iteration 31Q: 3 clusters Score -441363.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -441363.062500 Penalty: 4080.114746
	Iteration 32F: 3 clusters Score -441363.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132638 members 
Entering Unmasked Estep 
Score: -16178659.000000 Penalty: 2925.253906
	Iteration 0F: 2 clusters Score -1.617866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -16090154.000000 Penalty: 5850.507812
	Iteration 0F: 3 clusters Score -1.609015e+07 nChanged 63269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65940 members 
Mstep: Class 2 contains 66698 members 
Entering Unmasked Estep 
Score: -16126935.000000 Penalty: 5850.507812
	Iteration 1F: 3 clusters Score -1.612694e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65481 members 
Mstep: Class 2 contains 67157 members 
Entering Unmasked Estep 
Score: -16127895.000000 Penalty: 5850.507812
	Iteration 2Q: 3 clusters Score -1.61279e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64748 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -16128996.000000 Penalty: 5850.507812
	Iteration 3Q: 3 clusters Score -1.6129e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -16130847.000000 Penalty: 5850.507812
	Iteration 4Q: 3 clusters Score -1.613085e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 71456 members 
Entering Unmasked Estep 
Score: -16133310.000000 Penalty: 5850.507812
	Iteration 5Q: 3 clusters Score -1.613331e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57613 members 
Mstep: Class 2 contains 75025 members 
Entering Unmasked Estep 
Score: -16137289.000000 Penalty: 5850.507812
	Iteration 6F: 3 clusters Score -1.613729e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 80030 members 
Entering Unmasked Estep 
Score: -16143693.000000 Penalty: 5850.507812
	Iteration 7F: 3 clusters Score -1.614369e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 85783 members 
Entering Unmasked Estep 
Score: -16152006.000000 Penalty: 5850.507812
	Iteration 8F: 3 clusters Score -1.615201e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 90920 members 
Entering Unmasked Estep 
Score: -16159826.000000 Penalty: 5850.507812
	Iteration 9F: 3 clusters Score -1.615983e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 94308 members 
Entering Unmasked Estep 
Score: -16164201.000000 Penalty: 5850.507812
	Iteration 10F: 3 clusters Score -1.61642e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 96730 members 
Entering Unmasked Estep 
Score: -16166067.000000 Penalty: 5850.507812
	Iteration 11Q: 3 clusters Score -1.616607e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 98804 members 
Entering Unmasked Estep 
Score: -16166999.000000 Penalty: 5850.507812
	Iteration 12Q: 3 clusters Score -1.6167e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 100776 members 
Entering Unmasked Estep 
Score: -16167859.000000 Penalty: 5850.507812
	Iteration 13Q: 3 clusters Score -1.616786e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 102688 members 
Entering Unmasked Estep 
Score: -16168579.000000 Penalty: 5850.507812
	Iteration 14Q: 3 clusters Score -1.616858e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 104529 members 
Entering Unmasked Estep 
Score: -16169236.000000 Penalty: 5850.507812
	Iteration 15Q: 3 clusters Score -1.616924e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 106296 members 
Entering Unmasked Estep 
Score: -16169906.000000 Penalty: 5850.507812
	Iteration 16Q: 3 clusters Score -1.616991e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 107997 members 
Entering Unmasked Estep 
Score: -16170462.000000 Penalty: 5850.507812
	Iteration 17Q: 3 clusters Score -1.617046e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 109644 members 
Entering Unmasked Estep 
Score: -16171085.000000 Penalty: 5850.507812
	Iteration 18Q: 3 clusters Score -1.617108e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 111254 members 
Entering Unmasked Estep 
Score: -16171629.000000 Penalty: 5850.507812
	Iteration 19Q: 3 clusters Score -1.617163e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 112830 members 
Entering Unmasked Estep 
Score: -16172146.000000 Penalty: 5850.507812
	Iteration 20F: 3 clusters Score -1.617215e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -16172652.000000 Penalty: 5850.507812
	Iteration 21Q: 3 clusters Score -1.617265e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 115703 members 
Entering Unmasked Estep 
Score: -16173101.000000 Penalty: 5850.507812
	Iteration 22Q: 3 clusters Score -1.61731e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 116948 members 
Entering Unmasked Estep 
Score: -16173477.000000 Penalty: 5850.507812
	Iteration 23Q: 3 clusters Score -1.617348e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 118137 members 
Entering Unmasked Estep 
Score: -16173814.000000 Penalty: 5850.507812
	Iteration 24Q: 3 clusters Score -1.617381e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 119250 members 
Entering Unmasked Estep 
Score: -16174228.000000 Penalty: 5850.507812
	Iteration 25Q: 3 clusters Score -1.617423e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 120276 members 
Entering Unmasked Estep 
Score: -16174390.000000 Penalty: 5850.507812
	Iteration 26Q: 3 clusters Score -1.617439e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 121206 members 
Entering Unmasked Estep 
Score: -16174660.000000 Penalty: 5850.507812
	Iteration 27Q: 3 clusters Score -1.617466e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 122087 members 
Entering Unmasked Estep 
Score: -16174852.000000 Penalty: 5850.507812
	Iteration 28Q: 3 clusters Score -1.617485e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 122886 members 
Entering Unmasked Estep 
Score: -16175031.000000 Penalty: 5850.507812
	Iteration 29Q: 3 clusters Score -1.617503e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 123637 members 
Entering Unmasked Estep 
Score: -16175222.000000 Penalty: 5850.507812
	Iteration 30Q: 3 clusters Score -1.617522e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 124346 members 
Entering Unmasked Estep 
Score: -16175458.000000 Penalty: 5850.507812
	Iteration 31Q: 3 clusters Score -1.617546e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 124976 members 
Entering Unmasked Estep 
Score: -16175675.000000 Penalty: 5850.507812
	Iteration 32Q: 3 clusters Score -1.617568e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 125579 members 
Entering Unmasked Estep 
Score: -16175847.000000 Penalty: 5850.507812
	Iteration 33Q: 3 clusters Score -1.617585e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 126107 members 
Entering Unmasked Estep 
Score: -16175968.000000 Penalty: 5850.507812
	Iteration 34Q: 3 clusters Score -1.617597e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 126559 members 
Entering Unmasked Estep 
Score: -16176036.000000 Penalty: 5850.507812
	Iteration 35Q: 3 clusters Score -1.617604e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 126945 members 
Entering Unmasked Estep 
Score: -16176125.000000 Penalty: 5850.507812
	Iteration 36Q: 3 clusters Score -1.617612e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 127299 members 
Entering Unmasked Estep 
Score: -16176257.000000 Penalty: 5850.507812
	Iteration 37Q: 3 clusters Score -1.617626e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 127615 members 
Entering Unmasked Estep 
Score: -16176360.000000 Penalty: 5850.507812
	Iteration 38Q: 3 clusters Score -1.617636e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 127906 members 
Entering Unmasked Estep 
Score: -16176431.000000 Penalty: 5850.507812
	Iteration 39Q: 3 clusters Score -1.617643e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 128160 members 
Entering Unmasked Estep 
Score: -16176503.000000 Penalty: 5850.507812
	Iteration 40F: 3 clusters Score -1.61765e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 128394 members 
Entering Unmasked Estep 
Score: -16176544.000000 Penalty: 5850.507812
	Iteration 41Q: 3 clusters Score -1.617654e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 128610 members 
Entering Unmasked Estep 
Score: -16176620.000000 Penalty: 5850.507812
	Iteration 42Q: 3 clusters Score -1.617662e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 128804 members 
Entering Unmasked Estep 
Score: -16176644.000000 Penalty: 5850.507812
	Iteration 43Q: 3 clusters Score -1.617664e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 128972 members 
Entering Unmasked Estep 
Score: -16176677.000000 Penalty: 5850.507812
	Iteration 44Q: 3 clusters Score -1.617668e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 129102 members 
Entering Unmasked Estep 
Score: -16176718.000000 Penalty: 5850.507812
	Iteration 45Q: 3 clusters Score -1.617672e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 129244 members 
Entering Unmasked Estep 
Score: -16176747.000000 Penalty: 5850.507812
	Iteration 46Q: 3 clusters Score -1.617675e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 129365 members 
Entering Unmasked Estep 
Score: -16176754.000000 Penalty: 5850.507812
	Iteration 47Q: 3 clusters Score -1.617675e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 129462 members 
Entering Unmasked Estep 
Score: -16176778.000000 Penalty: 5850.507812
	Iteration 48Q: 3 clusters Score -1.617678e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 129540 members 
Entering Unmasked Estep 
Score: -16176791.000000 Penalty: 5850.507812
	Iteration 49Q: 3 clusters Score -1.617679e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 129610 members 
Entering Unmasked Estep 
Score: -16176797.000000 Penalty: 5850.507812
	Iteration 50Q: 3 clusters Score -1.61768e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 129668 members 
Entering Unmasked Estep 
Score: -16176791.000000 Penalty: 5850.507812
	Iteration 51Q: 3 clusters Score -1.617679e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 129723 members 
Entering Unmasked Estep 
Score: -16176818.000000 Penalty: 5850.507812
	Iteration 52Q: 3 clusters Score -1.617682e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 129770 members 
Entering Unmasked Estep 
Score: -16176807.000000 Penalty: 5850.507812
	Iteration 53Q: 3 clusters Score -1.617681e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 129807 members 
Entering Unmasked Estep 
Score: -16176803.000000 Penalty: 5850.507812
	Iteration 54Q: 3 clusters Score -1.61768e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 129847 members 
Entering Unmasked Estep 
Score: -16176810.000000 Penalty: 5850.507812
	Iteration 55Q: 3 clusters Score -1.617681e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 129888 members 
Entering Unmasked Estep 
Score: -16176824.000000 Penalty: 5850.507812
	Iteration 56Q: 3 clusters Score -1.617682e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 129920 members 
Entering Unmasked Estep 
Score: -16176835.000000 Penalty: 5850.507812
	Iteration 57Q: 3 clusters Score -1.617684e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 129944 members 
Entering Unmasked Estep 
Score: -16176831.000000 Penalty: 5850.507812
	Iteration 58Q: 3 clusters Score -1.617683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 129957 members 
Entering Unmasked Estep 
Score: -16176819.000000 Penalty: 5850.507812
	Iteration 59Q: 3 clusters Score -1.617682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 129971 members 
Entering Unmasked Estep 
Score: -16176836.000000 Penalty: 5850.507812
	Iteration 60F: 3 clusters Score -1.617684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 129984 members 
Entering Unmasked Estep 
Score: -16176828.000000 Penalty: 5850.507812
	Iteration 61Q: 3 clusters Score -1.617683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 129997 members 
Entering Unmasked Estep 
Score: -16176828.000000 Penalty: 5850.507812
	Iteration 62Q: 3 clusters Score -1.617683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 130012 members 
Entering Unmasked Estep 
Score: -16176813.000000 Penalty: 5850.507812
	Iteration 63Q: 3 clusters Score -1.617681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 130026 members 
Entering Unmasked Estep 
Score: -16176812.000000 Penalty: 5850.507812
	Iteration 64Q: 3 clusters Score -1.617681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 130034 members 
Entering Unmasked Estep 
Score: -16176817.000000 Penalty: 5850.507812
	Iteration 65Q: 3 clusters Score -1.617682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 130042 members 
Entering Unmasked Estep 
Score: -16176817.000000 Penalty: 5850.507812
	Iteration 66Q: 3 clusters Score -1.617682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 130050 members 
Entering Unmasked Estep 
Score: -16176820.000000 Penalty: 5850.507812
	Iteration 67Q: 3 clusters Score -1.617682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 130059 members 
Entering Unmasked Estep 
Score: -16176824.000000 Penalty: 5850.507812
	Iteration 68Q: 3 clusters Score -1.617682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 130066 members 
Entering Unmasked Estep 
Score: -16176828.000000 Penalty: 5850.507812
	Iteration 69Q: 3 clusters Score -1.617683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 130073 members 
Entering Unmasked Estep 
Score: -16176831.000000 Penalty: 5850.507812
	Iteration 70Q: 3 clusters Score -1.617683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 130088 members 
Entering Unmasked Estep 
Score: -16176842.000000 Penalty: 5850.507812
	Iteration 71Q: 3 clusters Score -1.617684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 130098 members 
Entering Unmasked Estep 
Score: -16176850.000000 Penalty: 5850.507812
	Iteration 72Q: 3 clusters Score -1.617685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 130112 members 
Entering Unmasked Estep 
Score: -16176837.000000 Penalty: 5850.507812
	Iteration 73Q: 3 clusters Score -1.617684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 130125 members 
Entering Unmasked Estep 
Score: -16176837.000000 Penalty: 5850.507812
	Iteration 74Q: 3 clusters Score -1.617684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 130135 members 
Entering Unmasked Estep 
Score: -16176833.000000 Penalty: 5850.507812
	Iteration 75Q: 3 clusters Score -1.617683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 130146 members 
Entering Unmasked Estep 
Score: -16176853.000000 Penalty: 5850.507812
	Iteration 76Q: 3 clusters Score -1.617685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 130151 members 
Entering Unmasked Estep 
Score: -16176848.000000 Penalty: 5850.507812
	Iteration 77Q: 3 clusters Score -1.617685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 130162 members 
Entering Unmasked Estep 
Score: -16176852.000000 Penalty: 5850.507812
	Iteration 78Q: 3 clusters Score -1.617685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 130173 members 
Entering Unmasked Estep 
Score: -16176839.000000 Penalty: 5850.507812
	Iteration 79Q: 3 clusters Score -1.617684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 130176 members 
Entering Unmasked Estep 
Score: -16176839.000000 Penalty: 5850.507812
	Iteration 80F: 3 clusters Score -1.617684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 130179 members 
Entering Unmasked Estep 
Score: -16176842.000000 Penalty: 5850.507812
	Iteration 81Q: 3 clusters Score -1.617684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 130181 members 
Entering Unmasked Estep 
Score: -16176836.000000 Penalty: 5850.507812
	Iteration 82Q: 3 clusters Score -1.617684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 130184 members 
Entering Unmasked Estep 
Score: -16176843.000000 Penalty: 5850.507812
	Iteration 83Q: 3 clusters Score -1.617684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 130187 members 
Entering Unmasked Estep 
Score: -16176849.000000 Penalty: 5850.507812
	Iteration 84Q: 3 clusters Score -1.617685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 130192 members 
Entering Unmasked Estep 
Score: -16176852.000000 Penalty: 5850.507812
	Iteration 85Q: 3 clusters Score -1.617685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 130194 members 
Entering Unmasked Estep 
Score: -16176844.000000 Penalty: 5850.507812
	Iteration 86Q: 3 clusters Score -1.617684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 130197 members 
Entering Unmasked Estep 
Score: -16176838.000000 Penalty: 5850.507812
	Iteration 87Q: 3 clusters Score -1.617684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 130201 members 
Entering Unmasked Estep 
Score: -16176844.000000 Penalty: 5850.507812
	Iteration 88Q: 3 clusters Score -1.617684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 130206 members 
Entering Unmasked Estep 
Score: -16176855.000000 Penalty: 5850.507812
	Iteration 89Q: 3 clusters Score -1.617686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 130212 members 
Entering Unmasked Estep 
Score: -16176856.000000 Penalty: 5850.507812
	Iteration 90Q: 3 clusters Score -1.617686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 130215 members 
Entering Unmasked Estep 
Score: -16176864.000000 Penalty: 5850.507812
	Iteration 91Q: 3 clusters Score -1.617686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 130217 members 
Entering Unmasked Estep 
Score: -16176857.000000 Penalty: 5850.507812
	Iteration 92Q: 3 clusters Score -1.617686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 130220 members 
Entering Unmasked Estep 
Score: -16176864.000000 Penalty: 5850.507812
	Iteration 93Q: 3 clusters Score -1.617686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 130221 members 
Entering Unmasked Estep 
Score: -16176862.000000 Penalty: 5850.507812
	Iteration 94Q: 3 clusters Score -1.617686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 130223 members 
Entering Unmasked Estep 
Score: -16176860.000000 Penalty: 5850.507812
	Iteration 95Q: 3 clusters Score -1.617686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 130223 members 
Entering Unmasked Estep 
Score: -16176860.000000 Penalty: 5850.507812
	Iteration 96F: 3 clusters Score -1.617686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Entering Unmasked Estep 
Score: -1338048.375000 Penalty: 2318.933350
	Iteration 0F: 2 clusters Score -1338048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1329394.625000 Penalty: 4637.866699
	Iteration 0F: 3 clusters Score -1329395 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1332015.625000 Penalty: 4637.866699
	Iteration 1F: 3 clusters Score -1332016 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1332312.750000 Penalty: 4637.866699
	Iteration 2F: 3 clusters Score -1332313 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1332501.125000 Penalty: 4637.866699
	Iteration 3Q: 3 clusters Score -1332501 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1332637.625000 Penalty: 4637.866699
	Iteration 4Q: 3 clusters Score -1332638 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1332762.375000 Penalty: 4637.866699
	Iteration 5Q: 3 clusters Score -1332762 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1332885.500000 Penalty: 4637.866699
	Iteration 6Q: 3 clusters Score -1332886 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1333031.750000 Penalty: 4637.866699
	Iteration 7Q: 3 clusters Score -1333032 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1333231.375000 Penalty: 4637.866699
	Iteration 8Q: 3 clusters Score -1333231 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1333479.375000 Penalty: 4637.866699
	Iteration 9Q: 3 clusters Score -1333479 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1333756.500000 Penalty: 4637.866699
	Iteration 10Q: 3 clusters Score -1333756 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1334079.500000 Penalty: 4637.866699
	Iteration 11Q: 3 clusters Score -1334080 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1334426.125000 Penalty: 4637.866699
	Iteration 12Q: 3 clusters Score -1334426 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1334833.125000 Penalty: 4637.866699
	Iteration 13Q: 3 clusters Score -1334833 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1335196.375000 Penalty: 4637.866699
	Iteration 14Q: 3 clusters Score -1335196 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1335470.875000 Penalty: 4637.866699
	Iteration 15Q: 3 clusters Score -1335471 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1335692.250000 Penalty: 4637.866699
	Iteration 16Q: 3 clusters Score -1335692 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1335848.875000 Penalty: 4637.866699
	Iteration 17Q: 3 clusters Score -1335849 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1335947.375000 Penalty: 4637.866699
	Iteration 18Q: 3 clusters Score -1335947 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1336007.000000 Penalty: 4637.866699
	Iteration 19Q: 3 clusters Score -1336007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1336056.250000 Penalty: 4637.866699
	Iteration 20F: 3 clusters Score -1336056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1336091.750000 Penalty: 4637.866699
	Iteration 21Q: 3 clusters Score -1336092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1336112.875000 Penalty: 4637.866699
	Iteration 22Q: 3 clusters Score -1336113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1336129.750000 Penalty: 4637.866699
	Iteration 23Q: 3 clusters Score -1336130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1336138.750000 Penalty: 4637.866699
	Iteration 24Q: 3 clusters Score -1336139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1336152.875000 Penalty: 4637.866699
	Iteration 25Q: 3 clusters Score -1336153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1336162.875000 Penalty: 4637.866699
	Iteration 26Q: 3 clusters Score -1336163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1336172.500000 Penalty: 4637.866699
	Iteration 27Q: 3 clusters Score -1336172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1336181.875000 Penalty: 4637.866699
	Iteration 28Q: 3 clusters Score -1336182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1336185.250000 Penalty: 4637.866699
	Iteration 29Q: 3 clusters Score -1336185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1336189.375000 Penalty: 4637.866699
	Iteration 30Q: 3 clusters Score -1336189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1336196.000000 Penalty: 4637.866699
	Iteration 31Q: 3 clusters Score -1336196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1336199.000000 Penalty: 4637.866699
	Iteration 32Q: 3 clusters Score -1336199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1336201.375000 Penalty: 4637.866699
	Iteration 33Q: 3 clusters Score -1336201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1336208.375000 Penalty: 4637.866699
	Iteration 34Q: 3 clusters Score -1336208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1336215.750000 Penalty: 4637.866699
	Iteration 35Q: 3 clusters Score -1336216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1336216.875000 Penalty: 4637.866699
	Iteration 36Q: 3 clusters Score -1336217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1336223.250000 Penalty: 4637.866699
	Iteration 37Q: 3 clusters Score -1336223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1336228.625000 Penalty: 4637.866699
	Iteration 38Q: 3 clusters Score -1336229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1336229.375000 Penalty: 4637.866699
	Iteration 39Q: 3 clusters Score -1336229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1336229.500000 Penalty: 4637.866699
	Iteration 40F: 3 clusters Score -1336230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (192423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192423 members 
Entering Unmasked Estep 
Score: -23402532.000000 Penalty: 3017.527832
	Iteration 0F: 2 clusters Score -2.340253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96456 members 
Mstep: Class 2 contains 95967 members 
Entering Unmasked Estep 
Score: -23277654.000000 Penalty: 6035.055664
	Iteration 0F: 3 clusters Score -2.327765e+07 nChanged 92168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101414 members 
Mstep: Class 2 contains 91009 members 
Entering Unmasked Estep 
Score: -23331530.000000 Penalty: 6035.055664
	Iteration 1F: 3 clusters Score -2.333153e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104409 members 
Mstep: Class 2 contains 88014 members 
Entering Unmasked Estep 
Score: -23333546.000000 Penalty: 6035.055664
	Iteration 2Q: 3 clusters Score -2.333355e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109033 members 
Mstep: Class 2 contains 83390 members 
Entering Unmasked Estep 
Score: -23336438.000000 Penalty: 6035.055664
	Iteration 3Q: 3 clusters Score -2.333644e+07 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115917 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -23341604.000000 Penalty: 6035.055664
	Iteration 4F: 3 clusters Score -2.33416e+07 nChanged 12561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125426 members 
Mstep: Class 2 contains 66997 members 
Entering Unmasked Estep 
Score: -23349996.000000 Penalty: 6035.055664
	Iteration 5F: 3 clusters Score -2.335e+07 nChanged 14074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136916 members 
Mstep: Class 2 contains 55507 members 
Entering Unmasked Estep 
Score: -23361222.000000 Penalty: 6035.055664
	Iteration 6F: 3 clusters Score -2.336122e+07 nChanged 13633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148419 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -23373418.000000 Penalty: 6035.055664
	Iteration 7F: 3 clusters Score -2.337342e+07 nChanged 10889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157456 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -23382740.000000 Penalty: 6035.055664
	Iteration 8F: 3 clusters Score -2.338274e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163416 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -23387786.000000 Penalty: 6035.055664
	Iteration 9Q: 3 clusters Score -2.338779e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167710 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -23390636.000000 Penalty: 6035.055664
	Iteration 10Q: 3 clusters Score -2.339064e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171385 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -23392634.000000 Penalty: 6035.055664
	Iteration 11Q: 3 clusters Score -2.339263e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174642 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -23394168.000000 Penalty: 6035.055664
	Iteration 12Q: 3 clusters Score -2.339417e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177442 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -23395484.000000 Penalty: 6035.055664
	Iteration 13Q: 3 clusters Score -2.339548e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179825 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -23396468.000000 Penalty: 6035.055664
	Iteration 14Q: 3 clusters Score -2.339647e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181829 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -23397644.000000 Penalty: 6035.055664
	Iteration 15Q: 3 clusters Score -2.339764e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183498 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -23398434.000000 Penalty: 6035.055664
	Iteration 16Q: 3 clusters Score -2.339843e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184796 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -23399204.000000 Penalty: 6035.055664
	Iteration 17Q: 3 clusters Score -2.33992e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185828 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -23399802.000000 Penalty: 6035.055664
	Iteration 18Q: 3 clusters Score -2.33998e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186594 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -23400368.000000 Penalty: 6035.055664
	Iteration 19Q: 3 clusters Score -2.340037e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187189 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -23400786.000000 Penalty: 6035.055664
	Iteration 20F: 3 clusters Score -2.340079e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187586 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -23401228.000000 Penalty: 6035.055664
	Iteration 21Q: 3 clusters Score -2.340123e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187820 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -23401610.000000 Penalty: 6035.055664
	Iteration 22Q: 3 clusters Score -2.340161e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187957 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -23401854.000000 Penalty: 6035.055664
	Iteration 23Q: 3 clusters Score -2.340185e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188027 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -23401962.000000 Penalty: 6035.055664
	Iteration 24Q: 3 clusters Score -2.340196e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188067 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -23402018.000000 Penalty: 6035.055664
	Iteration 25Q: 3 clusters Score -2.340202e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188072 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -23402096.000000 Penalty: 6035.055664
	Iteration 26Q: 3 clusters Score -2.34021e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188078 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -23402084.000000 Penalty: 6035.055664
	Iteration 27Q: 3 clusters Score -2.340208e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188077 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -23402144.000000 Penalty: 6035.055664
	Iteration 28Q: 3 clusters Score -2.340214e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188075 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -23402160.000000 Penalty: 6035.055664
	Iteration 29Q: 3 clusters Score -2.340216e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188097 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -23402136.000000 Penalty: 6035.055664
	Iteration 30Q: 3 clusters Score -2.340214e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188107 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -23402174.000000 Penalty: 6035.055664
	Iteration 31Q: 3 clusters Score -2.340217e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188108 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -23402158.000000 Penalty: 6035.055664
	Iteration 32Q: 3 clusters Score -2.340216e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188116 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -23402164.000000 Penalty: 6035.055664
	Iteration 33Q: 3 clusters Score -2.340216e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188120 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -23402162.000000 Penalty: 6035.055664
	Iteration 34Q: 3 clusters Score -2.340216e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188120 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -23402148.000000 Penalty: 6035.055664
	Iteration 35Q: 3 clusters Score -2.340215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188126 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -23402138.000000 Penalty: 6035.055664
	Iteration 36Q: 3 clusters Score -2.340214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188126 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -23402146.000000 Penalty: 6035.055664
	Iteration 37Q: 3 clusters Score -2.340215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188124 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -23402152.000000 Penalty: 6035.055664
	Iteration 38Q: 3 clusters Score -2.340215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188124 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -23402150.000000 Penalty: 6035.055664
	Iteration 39Q: 3 clusters Score -2.340215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188125 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -23402148.000000 Penalty: 6035.055664
	Iteration 40F: 3 clusters Score -2.340215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188129 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -23402164.000000 Penalty: 6035.055664
	Iteration 41Q: 3 clusters Score -2.340216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188135 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -23402158.000000 Penalty: 6035.055664
	Iteration 42Q: 3 clusters Score -2.340216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188138 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -23402164.000000 Penalty: 6035.055664
	Iteration 43Q: 3 clusters Score -2.340216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188139 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -23402170.000000 Penalty: 6035.055664
	Iteration 44Q: 3 clusters Score -2.340217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188133 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -23402174.000000 Penalty: 6035.055664
	Iteration 45Q: 3 clusters Score -2.340217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188130 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -23402156.000000 Penalty: 6035.055664
	Iteration 46Q: 3 clusters Score -2.340216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188129 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -23402170.000000 Penalty: 6035.055664
	Iteration 47Q: 3 clusters Score -2.340217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188128 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -23402180.000000 Penalty: 6035.055664
	Iteration 48Q: 3 clusters Score -2.340218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188121 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -23402166.000000 Penalty: 6035.055664
	Iteration 49Q: 3 clusters Score -2.340217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188117 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -23402174.000000 Penalty: 6035.055664
	Iteration 50Q: 3 clusters Score -2.340217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188116 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -23402184.000000 Penalty: 6035.055664
	Iteration 51Q: 3 clusters Score -2.340218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188107 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -23402178.000000 Penalty: 6035.055664
	Iteration 52Q: 3 clusters Score -2.340218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188100 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -23402168.000000 Penalty: 6035.055664
	Iteration 53Q: 3 clusters Score -2.340217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188101 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -23402152.000000 Penalty: 6035.055664
	Iteration 54Q: 3 clusters Score -2.340215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188103 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -23402194.000000 Penalty: 6035.055664
	Iteration 55Q: 3 clusters Score -2.340219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188101 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -23402182.000000 Penalty: 6035.055664
	Iteration 56Q: 3 clusters Score -2.340218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188099 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -23402174.000000 Penalty: 6035.055664
	Iteration 57Q: 3 clusters Score -2.340217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188099 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -23402188.000000 Penalty: 6035.055664
	Iteration 58Q: 3 clusters Score -2.340219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188099 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -23402188.000000 Penalty: 6035.055664
	Iteration 59Q: 3 clusters Score -2.340219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188099 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -23402188.000000 Penalty: 6035.055664
	Iteration 60F: 3 clusters Score -2.340219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -83950.554688 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -83950.55 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 418 members 
Entering Unmasked Estep 
Score: -82167.617188 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -82167.62 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -82485.640625 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -82485.64 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -82658.625000 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -82658.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -82783.585938 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -82783.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82911.601562 Penalty: 3344.468994
	Iteration 4F: 3 clusters Score -82911.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82993.187500 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -82993.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83031.734375 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -83031.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83058.351562 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -83058.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -83080.062500 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -83080.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -83095.179688 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -83095.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83104.945312 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -83104.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -83114.687500 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -83114.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83120.398438 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -83120.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83122.109375 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -83122.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -83123.203125 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -83123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83124.445312 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -83124.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -83125.742188 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -83125.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -83126.523438 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -83126.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -83126.523438 Penalty: 3344.468994
	Iteration 18F: 3 clusters Score -83126.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Entering Unmasked Estep 
Score: -522955.656250 Penalty: 2091.962402
	Iteration 0F: 2 clusters Score -522955.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -518724.875000 Penalty: 4183.924805
	Iteration 0F: 3 clusters Score -518724.9 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -519789.593750 Penalty: 4183.924805
	Iteration 1F: 3 clusters Score -519789.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -519980.593750 Penalty: 4183.924805
	Iteration 2F: 3 clusters Score -519980.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -520111.125000 Penalty: 4183.924805
	Iteration 3Q: 3 clusters Score -520111.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -520220.031250 Penalty: 4183.924805
	Iteration 4Q: 3 clusters Score -520220 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -520303.937500 Penalty: 4183.924805
	Iteration 5Q: 3 clusters Score -520303.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -520406.000000 Penalty: 4183.924805
	Iteration 6Q: 3 clusters Score -520406 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -520500.531250 Penalty: 4183.924805
	Iteration 7Q: 3 clusters Score -520500.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -520597.562500 Penalty: 4183.924805
	Iteration 8Q: 3 clusters Score -520597.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -520673.312500 Penalty: 4183.924805
	Iteration 9Q: 3 clusters Score -520673.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -520742.687500 Penalty: 4183.924805
	Iteration 10Q: 3 clusters Score -520742.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -520805.875000 Penalty: 4183.924805
	Iteration 11Q: 3 clusters Score -520805.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -520855.812500 Penalty: 4183.924805
	Iteration 12Q: 3 clusters Score -520855.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -520900.125000 Penalty: 4183.924805
	Iteration 13Q: 3 clusters Score -520900.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -520941.312500 Penalty: 4183.924805
	Iteration 14Q: 3 clusters Score -520941.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -520977.000000 Penalty: 4183.924805
	Iteration 15Q: 3 clusters Score -520977 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -521008.062500 Penalty: 4183.924805
	Iteration 16Q: 3 clusters Score -521008.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -521039.968750 Penalty: 4183.924805
	Iteration 17Q: 3 clusters Score -521040 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -521067.500000 Penalty: 4183.924805
	Iteration 18Q: 3 clusters Score -521067.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -521090.812500 Penalty: 4183.924805
	Iteration 19Q: 3 clusters Score -521090.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -521115.531250 Penalty: 4183.924805
	Iteration 20F: 3 clusters Score -521115.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -521134.500000 Penalty: 4183.924805
	Iteration 21Q: 3 clusters Score -521134.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -521147.562500 Penalty: 4183.924805
	Iteration 22Q: 3 clusters Score -521147.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -521162.906250 Penalty: 4183.924805
	Iteration 23Q: 3 clusters Score -521162.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -521173.437500 Penalty: 4183.924805
	Iteration 24Q: 3 clusters Score -521173.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -521184.343750 Penalty: 4183.924805
	Iteration 25Q: 3 clusters Score -521184.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -521192.593750 Penalty: 4183.924805
	Iteration 26Q: 3 clusters Score -521192.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -521199.625000 Penalty: 4183.924805
	Iteration 27Q: 3 clusters Score -521199.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -521211.031250 Penalty: 4183.924805
	Iteration 28Q: 3 clusters Score -521211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -521222.218750 Penalty: 4183.924805
	Iteration 29Q: 3 clusters Score -521222.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -521233.343750 Penalty: 4183.924805
	Iteration 30Q: 3 clusters Score -521233.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -521239.781250 Penalty: 4183.924805
	Iteration 31Q: 3 clusters Score -521239.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -521249.968750 Penalty: 4183.924805
	Iteration 32Q: 3 clusters Score -521250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -521254.375000 Penalty: 4183.924805
	Iteration 33Q: 3 clusters Score -521254.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -521257.593750 Penalty: 4183.924805
	Iteration 34Q: 3 clusters Score -521257.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -521261.875000 Penalty: 4183.924805
	Iteration 35Q: 3 clusters Score -521261.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -521263.718750 Penalty: 4183.924805
	Iteration 36Q: 3 clusters Score -521263.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -521268.406250 Penalty: 4183.924805
	Iteration 37Q: 3 clusters Score -521268.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -521270.625000 Penalty: 4183.924805
	Iteration 38Q: 3 clusters Score -521270.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -521272.781250 Penalty: 4183.924805
	Iteration 39Q: 3 clusters Score -521272.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -521274.843750 Penalty: 4183.924805
	Iteration 40F: 3 clusters Score -521274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -521277.031250 Penalty: 4183.924805
	Iteration 41Q: 3 clusters Score -521277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -521277.625000 Penalty: 4183.924805
	Iteration 42Q: 3 clusters Score -521277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -521278.375000 Penalty: 4183.924805
	Iteration 43Q: 3 clusters Score -521278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -521278.156250 Penalty: 4183.924805
	Iteration 44Q: 3 clusters Score -521278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -521279.093750 Penalty: 4183.924805
	Iteration 45Q: 3 clusters Score -521279.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -521279.093750 Penalty: 4183.924805
	Iteration 46F: 3 clusters Score -521279.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -210214.984375 Penalty: 1874.770752
	Iteration 0F: 2 clusters Score -210215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -207641.843750 Penalty: 3749.541504
	Iteration 0F: 3 clusters Score -207641.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -208097.812500 Penalty: 3749.541504
	Iteration 1F: 3 clusters Score -208097.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -208253.906250 Penalty: 3749.541504
	Iteration 2F: 3 clusters Score -208253.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -208319.953125 Penalty: 3749.541504
	Iteration 3Q: 3 clusters Score -208320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -208352.015625 Penalty: 3749.541504
	Iteration 4Q: 3 clusters Score -208352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -208377.312500 Penalty: 3749.541504
	Iteration 5Q: 3 clusters Score -208377.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -208397.781250 Penalty: 3749.541504
	Iteration 6Q: 3 clusters Score -208397.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -208411.359375 Penalty: 3749.541504
	Iteration 7Q: 3 clusters Score -208411.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -208424.125000 Penalty: 3749.541504
	Iteration 8Q: 3 clusters Score -208424.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -208434.531250 Penalty: 3749.541504
	Iteration 9Q: 3 clusters Score -208434.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -208440.125000 Penalty: 3749.541504
	Iteration 10Q: 3 clusters Score -208440.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -208443.875000 Penalty: 3749.541504
	Iteration 11Q: 3 clusters Score -208443.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -208447.046875 Penalty: 3749.541504
	Iteration 12Q: 3 clusters Score -208447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -208451.062500 Penalty: 3749.541504
	Iteration 13Q: 3 clusters Score -208451.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -208458.703125 Penalty: 3749.541504
	Iteration 14Q: 3 clusters Score -208458.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -208465.640625 Penalty: 3749.541504
	Iteration 15Q: 3 clusters Score -208465.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -208473.015625 Penalty: 3749.541504
	Iteration 16Q: 3 clusters Score -208473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -208480.750000 Penalty: 3749.541504
	Iteration 17Q: 3 clusters Score -208480.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -208487.343750 Penalty: 3749.541504
	Iteration 18Q: 3 clusters Score -208487.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -208491.671875 Penalty: 3749.541504
	Iteration 19Q: 3 clusters Score -208491.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -208495.203125 Penalty: 3749.541504
	Iteration 20F: 3 clusters Score -208495.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -208499.656250 Penalty: 3749.541504
	Iteration 21Q: 3 clusters Score -208499.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -208500.625000 Penalty: 3749.541504
	Iteration 22Q: 3 clusters Score -208500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -208500.968750 Penalty: 3749.541504
	Iteration 23Q: 3 clusters Score -208501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -208502.734375 Penalty: 3749.541504
	Iteration 24Q: 3 clusters Score -208502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -208506.578125 Penalty: 3749.541504
	Iteration 25Q: 3 clusters Score -208506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -208509.125000 Penalty: 3749.541504
	Iteration 26Q: 3 clusters Score -208509.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -208510.390625 Penalty: 3749.541504
	Iteration 27Q: 3 clusters Score -208510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -208511.312500 Penalty: 3749.541504
	Iteration 28Q: 3 clusters Score -208511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -208512.671875 Penalty: 3749.541504
	Iteration 29Q: 3 clusters Score -208512.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -208518.250000 Penalty: 3749.541504
	Iteration 30Q: 3 clusters Score -208518.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -208519.625000 Penalty: 3749.541504
	Iteration 31Q: 3 clusters Score -208519.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -208520.781250 Penalty: 3749.541504
	Iteration 32Q: 3 clusters Score -208520.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -208520.781250 Penalty: 3749.541504
	Iteration 33F: 3 clusters Score -208520.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Entering Unmasked Estep 
Score: -1599255.500000 Penalty: 2347.430908
	Iteration 0F: 2 clusters Score -1599256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1589775.625000 Penalty: 4694.861816
	Iteration 0F: 3 clusters Score -1589776 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1592579.375000 Penalty: 4694.861816
	Iteration 1F: 3 clusters Score -1592579 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1592832.375000 Penalty: 4694.861816
	Iteration 2F: 3 clusters Score -1592832 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1593013.750000 Penalty: 4694.861816
	Iteration 3Q: 3 clusters Score -1593014 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1593165.250000 Penalty: 4694.861816
	Iteration 4Q: 3 clusters Score -1593165 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1593296.625000 Penalty: 4694.861816
	Iteration 5Q: 3 clusters Score -1593297 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1593417.500000 Penalty: 4694.861816
	Iteration 6Q: 3 clusters Score -1593418 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1593525.875000 Penalty: 4694.861816
	Iteration 7Q: 3 clusters Score -1593526 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1593645.875000 Penalty: 4694.861816
	Iteration 8Q: 3 clusters Score -1593646 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1593776.375000 Penalty: 4694.861816
	Iteration 9Q: 3 clusters Score -1593776 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1593926.250000 Penalty: 4694.861816
	Iteration 10Q: 3 clusters Score -1593926 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1594134.750000 Penalty: 4694.861816
	Iteration 11Q: 3 clusters Score -1594135 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1594370.375000 Penalty: 4694.861816
	Iteration 12Q: 3 clusters Score -1594370 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1594637.500000 Penalty: 4694.861816
	Iteration 13Q: 3 clusters Score -1594638 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1594967.500000 Penalty: 4694.861816
	Iteration 14Q: 3 clusters Score -1594968 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1595327.875000 Penalty: 4694.861816
	Iteration 15Q: 3 clusters Score -1595328 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1595696.500000 Penalty: 4694.861816
	Iteration 16Q: 3 clusters Score -1595696 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1596064.750000 Penalty: 4694.861816
	Iteration 17Q: 3 clusters Score -1596065 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1596398.500000 Penalty: 4694.861816
	Iteration 18Q: 3 clusters Score -1596398 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1596609.125000 Penalty: 4694.861816
	Iteration 19Q: 3 clusters Score -1596609 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1596774.750000 Penalty: 4694.861816
	Iteration 20F: 3 clusters Score -1596775 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1596895.250000 Penalty: 4694.861816
	Iteration 21Q: 3 clusters Score -1596895 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1596987.375000 Penalty: 4694.861816
	Iteration 22Q: 3 clusters Score -1596987 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1597050.625000 Penalty: 4694.861816
	Iteration 23Q: 3 clusters Score -1597051 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1597102.875000 Penalty: 4694.861816
	Iteration 24Q: 3 clusters Score -1597103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1597134.125000 Penalty: 4694.861816
	Iteration 25Q: 3 clusters Score -1597134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1597159.000000 Penalty: 4694.861816
	Iteration 26Q: 3 clusters Score -1597159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1597170.500000 Penalty: 4694.861816
	Iteration 27Q: 3 clusters Score -1597170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1597190.750000 Penalty: 4694.861816
	Iteration 28Q: 3 clusters Score -1597191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1597203.875000 Penalty: 4694.861816
	Iteration 29Q: 3 clusters Score -1597204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1597221.000000 Penalty: 4694.861816
	Iteration 30Q: 3 clusters Score -1597221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1597230.750000 Penalty: 4694.861816
	Iteration 31Q: 3 clusters Score -1597231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1597241.500000 Penalty: 4694.861816
	Iteration 32Q: 3 clusters Score -1597242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1597242.750000 Penalty: 4694.861816
	Iteration 33Q: 3 clusters Score -1597243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1597243.500000 Penalty: 4694.861816
	Iteration 34Q: 3 clusters Score -1597244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1597243.500000 Penalty: 4694.861816
	Iteration 35F: 3 clusters Score -1597244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Entering Unmasked Estep 
Score: -291669.843750 Penalty: 1958.345093
	Iteration 0F: 2 clusters Score -291669.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -288618.656250 Penalty: 3916.690186
	Iteration 0F: 3 clusters Score -288618.7 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -289286.718750 Penalty: 3916.690186
	Iteration 1F: 3 clusters Score -289286.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -289535.531250 Penalty: 3916.690186
	Iteration 2F: 3 clusters Score -289535.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -289705.656250 Penalty: 3916.690186
	Iteration 3F: 3 clusters Score -289705.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -289827.750000 Penalty: 3916.690186
	Iteration 4F: 3 clusters Score -289827.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -289938.625000 Penalty: 3916.690186
	Iteration 5Q: 3 clusters Score -289938.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -290030.906250 Penalty: 3916.690186
	Iteration 6Q: 3 clusters Score -290030.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -290109.968750 Penalty: 3916.690186
	Iteration 7Q: 3 clusters Score -290110 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -290163.937500 Penalty: 3916.690186
	Iteration 8Q: 3 clusters Score -290163.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -290200.250000 Penalty: 3916.690186
	Iteration 9Q: 3 clusters Score -290200.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -290231.656250 Penalty: 3916.690186
	Iteration 10Q: 3 clusters Score -290231.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -290249.437500 Penalty: 3916.690186
	Iteration 11Q: 3 clusters Score -290249.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -290257.500000 Penalty: 3916.690186
	Iteration 12Q: 3 clusters Score -290257.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -290265.968750 Penalty: 3916.690186
	Iteration 13Q: 3 clusters Score -290266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -290275.187500 Penalty: 3916.690186
	Iteration 14Q: 3 clusters Score -290275.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -290281.375000 Penalty: 3916.690186
	Iteration 15Q: 3 clusters Score -290281.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -290285.156250 Penalty: 3916.690186
	Iteration 16Q: 3 clusters Score -290285.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -290292.687500 Penalty: 3916.690186
	Iteration 17Q: 3 clusters Score -290292.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -290300.156250 Penalty: 3916.690186
	Iteration 18Q: 3 clusters Score -290300.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -290305.687500 Penalty: 3916.690186
	Iteration 19Q: 3 clusters Score -290305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -290309.312500 Penalty: 3916.690186
	Iteration 20F: 3 clusters Score -290309.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -290313.093750 Penalty: 3916.690186
	Iteration 21Q: 3 clusters Score -290313.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -290314.093750 Penalty: 3916.690186
	Iteration 22Q: 3 clusters Score -290314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -290314.875000 Penalty: 3916.690186
	Iteration 23Q: 3 clusters Score -290314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -290316.562500 Penalty: 3916.690186
	Iteration 24Q: 3 clusters Score -290316.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -290316.812500 Penalty: 3916.690186
	Iteration 25Q: 3 clusters Score -290316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -290318.468750 Penalty: 3916.690186
	Iteration 26Q: 3 clusters Score -290318.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -290319.187500 Penalty: 3916.690186
	Iteration 27Q: 3 clusters Score -290319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -290321.562500 Penalty: 3916.690186
	Iteration 28Q: 3 clusters Score -290321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -290323.718750 Penalty: 3916.690186
	Iteration 29Q: 3 clusters Score -290323.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -290324.656250 Penalty: 3916.690186
	Iteration 30Q: 3 clusters Score -290324.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -290324.906250 Penalty: 3916.690186
	Iteration 31Q: 3 clusters Score -290324.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -290324.906250 Penalty: 3916.690186
	Iteration 32F: 3 clusters Score -290324.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48646.425781 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -48646.43 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 301 members 
Entering Unmasked Estep 
Score: -47162.128906 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -47162.13 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47570.671875 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -47570.67 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47783.769531 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -47783.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47881.160156 Penalty: 3156.062012
	Iteration 3F: 3 clusters Score -47881.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47956.500000 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -47956.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48091.277344 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -48091.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48182.535156 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -48182.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48238.640625 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -48238.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48283.781250 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -48283.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48309.414062 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -48309.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48312.808594 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -48312.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48313.753906 Penalty: 3156.062012
	Iteration 11Q: 3 clusters Score -48313.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48316.578125 Penalty: 3156.062012
	Iteration 12Q: 3 clusters Score -48316.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48324.300781 Penalty: 3156.062012
	Iteration 13Q: 3 clusters Score -48324.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48348.085938 Penalty: 3156.062012
	Iteration 14F: 3 clusters Score -48348.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48458.257812 Penalty: 3156.062012
	Iteration 15Q: 3 clusters Score -48458.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -48509.523438 Penalty: 3156.062012
	Iteration 16Q: 3 clusters Score -48509.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48521.796875 Penalty: 3156.062012
	Iteration 17Q: 3 clusters Score -48521.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48529.707031 Penalty: 3156.062012
	Iteration 18Q: 3 clusters Score -48529.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48529.707031 Penalty: 3156.062012
	Iteration 19F: 3 clusters Score -48529.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Entering Unmasked Estep 
Score: -4009861.000000 Penalty: 2584.430420
	Iteration 0F: 2 clusters Score -4009861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -3986946.250000 Penalty: 5168.860840
	Iteration 0F: 3 clusters Score -3986946 nChanged 15142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -3995092.000000 Penalty: 5168.860840
	Iteration 1F: 3 clusters Score -3995092 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3995593.250000 Penalty: 5168.860840
	Iteration 2Q: 3 clusters Score -3995593 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -3995969.500000 Penalty: 5168.860840
	Iteration 3Q: 3 clusters Score -3995970 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3996429.000000 Penalty: 5168.860840
	Iteration 4Q: 3 clusters Score -3996429 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -3997049.000000 Penalty: 5168.860840
	Iteration 5Q: 3 clusters Score -3997049 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -3998007.500000 Penalty: 5168.860840
	Iteration 6F: 3 clusters Score -3998008 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3999396.750000 Penalty: 5168.860840
	Iteration 7F: 3 clusters Score -3999397 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -4001435.250000 Penalty: 5168.860840
	Iteration 8F: 3 clusters Score -4001435 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -4003673.750000 Penalty: 5168.860840
	Iteration 9F: 3 clusters Score -4003674 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4005563.500000 Penalty: 5168.860840
	Iteration 10F: 3 clusters Score -4005564 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4006674.000000 Penalty: 5168.860840
	Iteration 11Q: 3 clusters Score -4006674 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4007150.250000 Penalty: 5168.860840
	Iteration 12Q: 3 clusters Score -4007150 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4007346.750000 Penalty: 5168.860840
	Iteration 13Q: 3 clusters Score -4007347 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4007443.750000 Penalty: 5168.860840
	Iteration 14Q: 3 clusters Score -4007444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4007494.000000 Penalty: 5168.860840
	Iteration 15Q: 3 clusters Score -4007494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4007517.750000 Penalty: 5168.860840
	Iteration 16Q: 3 clusters Score -4007518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4007526.000000 Penalty: 5168.860840
	Iteration 17Q: 3 clusters Score -4007526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4007537.750000 Penalty: 5168.860840
	Iteration 18Q: 3 clusters Score -4007538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4007542.750000 Penalty: 5168.860840
	Iteration 19Q: 3 clusters Score -4007543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4007542.750000 Penalty: 5168.860840
	Iteration 20F: 3 clusters Score -4007543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (177424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177424 members 
Entering Unmasked Estep 
Score: -21634218.000000 Penalty: 2997.401855
	Iteration 0F: 2 clusters Score -2.163422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88559 members 
Mstep: Class 2 contains 88865 members 
Entering Unmasked Estep 
Score: -21517860.000000 Penalty: 5994.803711
	Iteration 0F: 3 clusters Score -2.151786e+07 nChanged 84967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85758 members 
Mstep: Class 2 contains 91666 members 
Entering Unmasked Estep 
Score: -21567002.000000 Penalty: 5994.803711
	Iteration 1F: 3 clusters Score -2.1567e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83753 members 
Mstep: Class 2 contains 93671 members 
Entering Unmasked Estep 
Score: -21567976.000000 Penalty: 5994.803711
	Iteration 2Q: 3 clusters Score -2.156798e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80573 members 
Mstep: Class 2 contains 96851 members 
Entering Unmasked Estep 
Score: -21569266.000000 Penalty: 5994.803711
	Iteration 3Q: 3 clusters Score -2.156927e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75725 members 
Mstep: Class 2 contains 101699 members 
Entering Unmasked Estep 
Score: -21571068.000000 Penalty: 5994.803711
	Iteration 4Q: 3 clusters Score -2.157107e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 108924 members 
Entering Unmasked Estep 
Score: -21574464.000000 Penalty: 5994.803711
	Iteration 5Q: 3 clusters Score -2.157446e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 119248 members 
Entering Unmasked Estep 
Score: -21580348.000000 Penalty: 5994.803711
	Iteration 6F: 3 clusters Score -2.158035e+07 nChanged 14065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 133063 members 
Entering Unmasked Estep 
Score: -21591068.000000 Penalty: 5994.803711
	Iteration 7F: 3 clusters Score -2.159107e+07 nChanged 16140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 149047 members 
Entering Unmasked Estep 
Score: -21606140.000000 Penalty: 5994.803711
	Iteration 8F: 3 clusters Score -2.160614e+07 nChanged 14166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 163049 members 
Entering Unmasked Estep 
Score: -21619780.000000 Penalty: 5994.803711
	Iteration 9F: 3 clusters Score -2.161978e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 171375 members 
Entering Unmasked Estep 
Score: -21627542.000000 Penalty: 5994.803711
	Iteration 10Q: 3 clusters Score -2.162754e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 174667 members 
Entering Unmasked Estep 
Score: -21630446.000000 Penalty: 5994.803711
	Iteration 11Q: 3 clusters Score -2.163045e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 175799 members 
Entering Unmasked Estep 
Score: -21631468.000000 Penalty: 5994.803711
	Iteration 12Q: 3 clusters Score -2.163147e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 176168 members 
Entering Unmasked Estep 
Score: -21631978.000000 Penalty: 5994.803711
	Iteration 13Q: 3 clusters Score -2.163198e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 176250 members 
Entering Unmasked Estep 
Score: -21632280.000000 Penalty: 5994.803711
	Iteration 14Q: 3 clusters Score -2.163228e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 176234 members 
Entering Unmasked Estep 
Score: -21632426.000000 Penalty: 5994.803711
	Iteration 15Q: 3 clusters Score -2.163243e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 176179 members 
Entering Unmasked Estep 
Score: -21632544.000000 Penalty: 5994.803711
	Iteration 16Q: 3 clusters Score -2.163254e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 176094 members 
Entering Unmasked Estep 
Score: -21632620.000000 Penalty: 5994.803711
	Iteration 17Q: 3 clusters Score -2.163262e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 176034 members 
Entering Unmasked Estep 
Score: -21632694.000000 Penalty: 5994.803711
	Iteration 18Q: 3 clusters Score -2.163269e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 175978 members 
Entering Unmasked Estep 
Score: -21632724.000000 Penalty: 5994.803711
	Iteration 19Q: 3 clusters Score -2.163272e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 175936 members 
Entering Unmasked Estep 
Score: -21632728.000000 Penalty: 5994.803711
	Iteration 20F: 3 clusters Score -2.163273e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 175897 members 
Entering Unmasked Estep 
Score: -21632738.000000 Penalty: 5994.803711
	Iteration 21Q: 3 clusters Score -2.163274e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 175856 members 
Entering Unmasked Estep 
Score: -21632770.000000 Penalty: 5994.803711
	Iteration 22Q: 3 clusters Score -2.163277e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 175824 members 
Entering Unmasked Estep 
Score: -21632770.000000 Penalty: 5994.803711
	Iteration 23Q: 3 clusters Score -2.163277e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 175804 members 
Entering Unmasked Estep 
Score: -21632796.000000 Penalty: 5994.803711
	Iteration 24Q: 3 clusters Score -2.16328e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 175778 members 
Entering Unmasked Estep 
Score: -21632826.000000 Penalty: 5994.803711
	Iteration 25Q: 3 clusters Score -2.163283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 175758 members 
Entering Unmasked Estep 
Score: -21632832.000000 Penalty: 5994.803711
	Iteration 26Q: 3 clusters Score -2.163283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 175734 members 
Entering Unmasked Estep 
Score: -21632828.000000 Penalty: 5994.803711
	Iteration 27Q: 3 clusters Score -2.163283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 175724 members 
Entering Unmasked Estep 
Score: -21632824.000000 Penalty: 5994.803711
	Iteration 28Q: 3 clusters Score -2.163282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 175715 members 
Entering Unmasked Estep 
Score: -21632846.000000 Penalty: 5994.803711
	Iteration 29Q: 3 clusters Score -2.163285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 175709 members 
Entering Unmasked Estep 
Score: -21632838.000000 Penalty: 5994.803711
	Iteration 30Q: 3 clusters Score -2.163284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 175705 members 
Entering Unmasked Estep 
Score: -21632864.000000 Penalty: 5994.803711
	Iteration 31Q: 3 clusters Score -2.163286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 175705 members 
Entering Unmasked Estep 
Score: -21632862.000000 Penalty: 5994.803711
	Iteration 32Q: 3 clusters Score -2.163286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 175702 members 
Entering Unmasked Estep 
Score: -21632868.000000 Penalty: 5994.803711
	Iteration 33Q: 3 clusters Score -2.163287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 175699 members 
Entering Unmasked Estep 
Score: -21632876.000000 Penalty: 5994.803711
	Iteration 34Q: 3 clusters Score -2.163288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 175691 members 
Entering Unmasked Estep 
Score: -21632864.000000 Penalty: 5994.803711
	Iteration 35Q: 3 clusters Score -2.163286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 175679 members 
Entering Unmasked Estep 
Score: -21632892.000000 Penalty: 5994.803711
	Iteration 36Q: 3 clusters Score -2.163289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 175667 members 
Entering Unmasked Estep 
Score: -21632914.000000 Penalty: 5994.803711
	Iteration 37Q: 3 clusters Score -2.163291e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 175654 members 
Entering Unmasked Estep 
Score: -21632904.000000 Penalty: 5994.803711
	Iteration 38Q: 3 clusters Score -2.16329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 175648 members 
Entering Unmasked Estep 
Score: -21632912.000000 Penalty: 5994.803711
	Iteration 39Q: 3 clusters Score -2.163291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 175640 members 
Entering Unmasked Estep 
Score: -21632906.000000 Penalty: 5994.803711
	Iteration 40F: 3 clusters Score -2.163291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 175637 members 
Entering Unmasked Estep 
Score: -21632906.000000 Penalty: 5994.803711
	Iteration 41Q: 3 clusters Score -2.163291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 175637 members 
Entering Unmasked Estep 
Score: -21632896.000000 Penalty: 5994.803711
	Iteration 42Q: 3 clusters Score -2.16329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 175637 members 
Entering Unmasked Estep 
Score: -21632902.000000 Penalty: 5994.803711
	Iteration 43Q: 3 clusters Score -2.16329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 175636 members 
Entering Unmasked Estep 
Score: -21632900.000000 Penalty: 5994.803711
	Iteration 44Q: 3 clusters Score -2.16329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 175636 members 
Entering Unmasked Estep 
Score: -21632900.000000 Penalty: 5994.803711
	Iteration 45F: 3 clusters Score -2.16329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -122278.062500 Penalty: 1760.602051
	Iteration 0F: 2 clusters Score -122278.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -120223.648438 Penalty: 3521.204102
	Iteration 0F: 3 clusters Score -120223.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -120712.171875 Penalty: 3521.204102
	Iteration 1F: 3 clusters Score -120712.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -120948.421875 Penalty: 3521.204102
	Iteration 2F: 3 clusters Score -120948.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -121169.726562 Penalty: 3521.204102
	Iteration 3F: 3 clusters Score -121169.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -121323.148438 Penalty: 3521.204102
	Iteration 4F: 3 clusters Score -121323.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -121470.601562 Penalty: 3521.204102
	Iteration 5Q: 3 clusters Score -121470.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -121623.843750 Penalty: 3521.204102
	Iteration 6Q: 3 clusters Score -121623.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -121723.531250 Penalty: 3521.204102
	Iteration 7Q: 3 clusters Score -121723.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -121785.304688 Penalty: 3521.204102
	Iteration 8Q: 3 clusters Score -121785.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -121839.476562 Penalty: 3521.204102
	Iteration 9Q: 3 clusters Score -121839.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -121889.632812 Penalty: 3521.204102
	Iteration 10Q: 3 clusters Score -121889.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -121944.882812 Penalty: 3521.204102
	Iteration 11Q: 3 clusters Score -121944.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -122001.859375 Penalty: 3521.204102
	Iteration 12Q: 3 clusters Score -122001.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -122057.468750 Penalty: 3521.204102
	Iteration 13Q: 3 clusters Score -122057.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -122121.570312 Penalty: 3521.204102
	Iteration 14Q: 3 clusters Score -122121.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -122208.257812 Penalty: 3521.204102
	Iteration 15Q: 3 clusters Score -122208.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -122283.359375 Penalty: 3521.204102
	Iteration 16Q: 3 clusters Score -122283.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -122361.171875 Penalty: 3521.204102
	Iteration 17Q: 3 clusters Score -122361.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -122454.710938 Penalty: 3521.204102
	Iteration 18Q: 3 clusters Score -122454.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -122527.367188 Penalty: 3521.204102
	Iteration 19Q: 3 clusters Score -122527.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -122574.601562 Penalty: 3521.204102
	Iteration 20F: 3 clusters Score -122574.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -122619.484375 Penalty: 3521.204102
	Iteration 21Q: 3 clusters Score -122619.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -122651.585938 Penalty: 3521.204102
	Iteration 22Q: 3 clusters Score -122651.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -122681.710938 Penalty: 3521.204102
	Iteration 23Q: 3 clusters Score -122681.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -122707.812500 Penalty: 3521.204102
	Iteration 24Q: 3 clusters Score -122707.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -122721.523438 Penalty: 3521.204102
	Iteration 25Q: 3 clusters Score -122721.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -122727.085938 Penalty: 3521.204102
	Iteration 26Q: 3 clusters Score -122727.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -122736.976562 Penalty: 3521.204102
	Iteration 27Q: 3 clusters Score -122737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -122750.703125 Penalty: 3521.204102
	Iteration 28Q: 3 clusters Score -122750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -122757.226562 Penalty: 3521.204102
	Iteration 29Q: 3 clusters Score -122757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -122757.843750 Penalty: 3521.204102
	Iteration 30Q: 3 clusters Score -122757.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -122757.843750 Penalty: 3521.204102
	Iteration 31F: 3 clusters Score -122757.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61650 members 
Mstep: Class 4 contains 225779 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 132638 members 
Mstep: Class 7 contains 11505 members 
Mstep: Class 8 contains 192423 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 12906 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 15 contains 802 members 
Mstep: Class 16 contains 33560 members 
Mstep: Class 19 contains 177424 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
Score: -104295744.000000 Penalty: 64462.460938
Splitting cluster 21 changes total score from -104296784.000000 to -104295744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -427461.437500 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -427461.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -423706.718750 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -423706.7 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -424515.437500 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -424515.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -424685.593750 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -424685.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -424786.406250 Penalty: 4082.102051
	Iteration 3Q: 3 clusters Score -424786.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -424847.968750 Penalty: 4082.102051
	Iteration 4Q: 3 clusters Score -424848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -424888.687500 Penalty: 4082.102051
	Iteration 5Q: 3 clusters Score -424888.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -424911.062500 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -424911.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -424930.781250 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -424930.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -424950.312500 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -424950.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -424971.656250 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -424971.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -424989.031250 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -424989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -424999.781250 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -424999.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -425009.531250 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -425009.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -425020.750000 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -425020.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -425029.250000 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -425029.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -425037.000000 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -425037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -425042.718750 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -425042.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -425049.531250 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -425049.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -425054.781250 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -425054.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -425064.156250 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -425064.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -425070.468750 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -425070.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -425076.312500 Penalty: 4082.102051
	Iteration 21Q: 3 clusters Score -425076.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -425082.875000 Penalty: 4082.102051
	Iteration 22Q: 3 clusters Score -425082.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -425090.812500 Penalty: 4082.102051
	Iteration 23Q: 3 clusters Score -425090.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -425096.406250 Penalty: 4082.102051
	Iteration 24Q: 3 clusters Score -425096.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -425099.625000 Penalty: 4082.102051
	Iteration 25Q: 3 clusters Score -425099.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -425104.562500 Penalty: 4082.102051
	Iteration 26Q: 3 clusters Score -425104.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -425110.000000 Penalty: 4082.102051
	Iteration 27Q: 3 clusters Score -425110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -425114.093750 Penalty: 4082.102051
	Iteration 28Q: 3 clusters Score -425114.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -425116.281250 Penalty: 4082.102051
	Iteration 29Q: 3 clusters Score -425116.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -425118.187500 Penalty: 4082.102051
	Iteration 30Q: 3 clusters Score -425118.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -425125.687500 Penalty: 4082.102051
	Iteration 31Q: 3 clusters Score -425125.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -425131.593750 Penalty: 4082.102051
	Iteration 32Q: 3 clusters Score -425131.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -425138.062500 Penalty: 4082.102051
	Iteration 33Q: 3 clusters Score -425138.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -425143.562500 Penalty: 4082.102051
	Iteration 34Q: 3 clusters Score -425143.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -425148.250000 Penalty: 4082.102051
	Iteration 35Q: 3 clusters Score -425148.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -425151.687500 Penalty: 4082.102051
	Iteration 36Q: 3 clusters Score -425151.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -425156.656250 Penalty: 4082.102051
	Iteration 37Q: 3 clusters Score -425156.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -425163.187500 Penalty: 4082.102051
	Iteration 38Q: 3 clusters Score -425163.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -425166.312500 Penalty: 4082.102051
	Iteration 39Q: 3 clusters Score -425166.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -425174.750000 Penalty: 4082.102051
	Iteration 40F: 3 clusters Score -425174.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -425181.343750 Penalty: 4082.102051
	Iteration 41Q: 3 clusters Score -425181.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -425187.656250 Penalty: 4082.102051
	Iteration 42Q: 3 clusters Score -425187.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -425192.687500 Penalty: 4082.102051
	Iteration 43Q: 3 clusters Score -425192.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -425199.468750 Penalty: 4082.102051
	Iteration 44Q: 3 clusters Score -425199.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -425207.062500 Penalty: 4082.102051
	Iteration 45Q: 3 clusters Score -425207.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -425214.781250 Penalty: 4082.102051
	Iteration 46Q: 3 clusters Score -425214.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -425222.531250 Penalty: 4082.102051
	Iteration 47Q: 3 clusters Score -425222.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -425230.843750 Penalty: 4082.102051
	Iteration 48Q: 3 clusters Score -425230.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -425238.687500 Penalty: 4082.102051
	Iteration 49Q: 3 clusters Score -425238.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -425245.468750 Penalty: 4082.102051
	Iteration 50Q: 3 clusters Score -425245.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -425255.187500 Penalty: 4082.102051
	Iteration 51Q: 3 clusters Score -425255.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -425266.375000 Penalty: 4082.102051
	Iteration 52Q: 3 clusters Score -425266.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -425275.281250 Penalty: 4082.102051
	Iteration 53Q: 3 clusters Score -425275.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -425282.062500 Penalty: 4082.102051
	Iteration 54Q: 3 clusters Score -425282.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -425291.406250 Penalty: 4082.102051
	Iteration 55Q: 3 clusters Score -425291.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -425303.281250 Penalty: 4082.102051
	Iteration 56Q: 3 clusters Score -425303.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -425312.125000 Penalty: 4082.102051
	Iteration 57Q: 3 clusters Score -425312.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -425322.093750 Penalty: 4082.102051
	Iteration 58Q: 3 clusters Score -425322.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -425334.468750 Penalty: 4082.102051
	Iteration 59Q: 3 clusters Score -425334.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -425346.312500 Penalty: 4082.102051
	Iteration 60F: 3 clusters Score -425346.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -425353.250000 Penalty: 4082.102051
	Iteration 61Q: 3 clusters Score -425353.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -425360.562500 Penalty: 4082.102051
	Iteration 62Q: 3 clusters Score -425360.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -425369.656250 Penalty: 4082.102051
	Iteration 63Q: 3 clusters Score -425369.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -425375.468750 Penalty: 4082.102051
	Iteration 64Q: 3 clusters Score -425375.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -425382.593750 Penalty: 4082.102051
	Iteration 65Q: 3 clusters Score -425382.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -425389.375000 Penalty: 4082.102051
	Iteration 66Q: 3 clusters Score -425389.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -425401.031250 Penalty: 4082.102051
	Iteration 67Q: 3 clusters Score -425401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -425415.843750 Penalty: 4082.102051
	Iteration 68Q: 3 clusters Score -425415.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -425436.812500 Penalty: 4082.102051
	Iteration 69Q: 3 clusters Score -425436.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -425455.250000 Penalty: 4082.102051
	Iteration 70Q: 3 clusters Score -425455.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -425474.156250 Penalty: 4082.102051
	Iteration 71Q: 3 clusters Score -425474.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -425489.718750 Penalty: 4082.102051
	Iteration 72Q: 3 clusters Score -425489.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -425508.093750 Penalty: 4082.102051
	Iteration 73Q: 3 clusters Score -425508.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -425521.968750 Penalty: 4082.102051
	Iteration 74Q: 3 clusters Score -425522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -425539.250000 Penalty: 4082.102051
	Iteration 75Q: 3 clusters Score -425539.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -425554.281250 Penalty: 4082.102051
	Iteration 76Q: 3 clusters Score -425554.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -425563.562500 Penalty: 4082.102051
	Iteration 77Q: 3 clusters Score -425563.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -425575.687500 Penalty: 4082.102051
	Iteration 78Q: 3 clusters Score -425575.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -425594.000000 Penalty: 4082.102051
	Iteration 79Q: 3 clusters Score -425594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -425611.437500 Penalty: 4082.102051
	Iteration 80F: 3 clusters Score -425611.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -425621.437500 Penalty: 4082.102051
	Iteration 81Q: 3 clusters Score -425621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -425626.125000 Penalty: 4082.102051
	Iteration 82Q: 3 clusters Score -425626.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -425632.218750 Penalty: 4082.102051
	Iteration 83Q: 3 clusters Score -425632.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -425641.187500 Penalty: 4082.102051
	Iteration 84Q: 3 clusters Score -425641.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -425649.281250 Penalty: 4082.102051
	Iteration 85Q: 3 clusters Score -425649.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -425656.750000 Penalty: 4082.102051
	Iteration 86Q: 3 clusters Score -425656.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -425661.062500 Penalty: 4082.102051
	Iteration 87Q: 3 clusters Score -425661.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -425663.875000 Penalty: 4082.102051
	Iteration 88Q: 3 clusters Score -425663.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -425667.750000 Penalty: 4082.102051
	Iteration 89Q: 3 clusters Score -425667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -425668.781250 Penalty: 4082.102051
	Iteration 90Q: 3 clusters Score -425668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -425668.750000 Penalty: 4082.102051
	Iteration 91Q: 3 clusters Score -425668.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -425669.156250 Penalty: 4082.102051
	Iteration 92Q: 3 clusters Score -425669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -425670.343750 Penalty: 4082.102051
	Iteration 93Q: 3 clusters Score -425670.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -425670.343750 Penalty: 4082.102051
	Iteration 94F: 3 clusters Score -425670.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61650 members 
Mstep: Class 4 contains 225779 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 132638 members 
Mstep: Class 7 contains 11505 members 
Mstep: Class 8 contains 192423 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 12906 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33560 members 
Mstep: Class 19 contains 177424 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296904.000000 Penalty: 61069.699219
Iteration 239Q: 19 clusters Score -1.042969e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61641 members 
Mstep: Class 4 contains 225742 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 132863 members 
Mstep: Class 7 contains 11501 members 
Mstep: Class 8 contains 192288 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 12922 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33559 members 
Mstep: Class 19 contains 177368 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296840.000000 Penalty: 61069.699219
Iteration 240F: 19 clusters Score -1.042968e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61626 members 
Mstep: Class 4 contains 225694 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 133078 members 
Mstep: Class 7 contains 11502 members 
Mstep: Class 8 contains 192161 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 12945 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33558 members 
Mstep: Class 19 contains 177324 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296728.000000 Penalty: 61069.699219
Iteration 241Q: 19 clusters Score -1.042967e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61617 members 
Mstep: Class 4 contains 225632 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 133281 members 
Mstep: Class 7 contains 11503 members 
Mstep: Class 8 contains 192058 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 12971 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33554 members 
Mstep: Class 19 contains 177277 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296744.000000 Penalty: 61069.699219
Iteration 242Q: 19 clusters Score -1.042967e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61610 members 
Mstep: Class 4 contains 225572 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 133502 members 
Mstep: Class 7 contains 11500 members 
Mstep: Class 8 contains 191949 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 12987 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33555 members 
Mstep: Class 19 contains 177225 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296784.000000 Penalty: 61069.699219
Iteration 243Q: 19 clusters Score -1.042968e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61610 members 
Mstep: Class 4 contains 225505 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 133717 members 
Mstep: Class 7 contains 11499 members 
Mstep: Class 8 contains 191824 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13007 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33551 members 
Mstep: Class 19 contains 177187 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296896.000000 Penalty: 61069.699219
Iteration 244Q: 19 clusters Score -1.042969e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61597 members 
Mstep: Class 4 contains 225447 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 133931 members 
Mstep: Class 7 contains 11498 members 
Mstep: Class 8 contains 191710 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13025 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33553 members 
Mstep: Class 19 contains 177144 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296832.000000 Penalty: 61069.699219
Iteration 245Q: 19 clusters Score -1.042968e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61585 members 
Mstep: Class 4 contains 225393 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 134131 members 
Mstep: Class 7 contains 11497 members 
Mstep: Class 8 contains 191620 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13033 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33553 members 
Mstep: Class 19 contains 177091 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296672.000000 Penalty: 61069.699219
Iteration 246Q: 19 clusters Score -1.042967e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61579 members 
Mstep: Class 4 contains 225332 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 134331 members 
Mstep: Class 7 contains 11494 members 
Mstep: Class 8 contains 191532 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13050 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33556 members 
Mstep: Class 19 contains 177028 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296856.000000 Penalty: 61069.699219
Iteration 247Q: 19 clusters Score -1.042969e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61572 members 
Mstep: Class 4 contains 225278 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 134549 members 
Mstep: Class 7 contains 11491 members 
Mstep: Class 8 contains 191454 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13064 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33559 members 
Mstep: Class 19 contains 176934 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297000.000000 Penalty: 61069.699219
Iteration 248Q: 19 clusters Score -1.04297e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61562 members 
Mstep: Class 4 contains 225203 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 134777 members 
Mstep: Class 7 contains 11491 members 
Mstep: Class 8 contains 191363 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13085 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33561 members 
Mstep: Class 19 contains 176854 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296976.000000 Penalty: 61069.699219
Iteration 249Q: 19 clusters Score -1.04297e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61551 members 
Mstep: Class 4 contains 225151 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 134991 members 
Mstep: Class 7 contains 11490 members 
Mstep: Class 8 contains 191267 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13107 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33560 members 
Mstep: Class 19 contains 176781 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297152.000000 Penalty: 61069.699219
Iteration 250Q: 19 clusters Score -1.042972e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61544 members 
Mstep: Class 4 contains 225089 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 135195 members 
Mstep: Class 7 contains 11490 members 
Mstep: Class 8 contains 191168 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13127 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33563 members 
Mstep: Class 19 contains 176724 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297072.000000 Penalty: 61069.699219
Iteration 251Q: 19 clusters Score -1.042971e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61530 members 
Mstep: Class 4 contains 225019 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 135381 members 
Mstep: Class 7 contains 11488 members 
Mstep: Class 8 contains 191101 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13143 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33564 members 
Mstep: Class 19 contains 176675 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297056.000000 Penalty: 61069.699219
Iteration 252Q: 19 clusters Score -1.042971e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61510 members 
Mstep: Class 4 contains 224975 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 135580 members 
Mstep: Class 7 contains 11485 members 
Mstep: Class 8 contains 191009 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13153 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33564 members 
Mstep: Class 19 contains 176623 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297064.000000 Penalty: 61069.699219
Iteration 253Q: 19 clusters Score -1.042971e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61491 members 
Mstep: Class 4 contains 224928 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 135783 members 
Mstep: Class 7 contains 11480 members 
Mstep: Class 8 contains 190907 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13161 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33561 members 
Mstep: Class 19 contains 176588 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297152.000000 Penalty: 61069.699219
Iteration 254Q: 19 clusters Score -1.042972e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61479 members 
Mstep: Class 4 contains 224894 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 135949 members 
Mstep: Class 7 contains 11478 members 
Mstep: Class 8 contains 190820 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13175 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33556 members 
Mstep: Class 19 contains 176550 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297136.000000 Penalty: 61069.699219
Iteration 255Q: 19 clusters Score -1.042971e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61466 members 
Mstep: Class 4 contains 224888 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 136104 members 
Mstep: Class 7 contains 11478 members 
Mstep: Class 8 contains 190719 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13187 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33550 members 
Mstep: Class 19 contains 176512 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297264.000000 Penalty: 61069.699219
Iteration 256Q: 19 clusters Score -1.042973e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61452 members 
Mstep: Class 4 contains 224907 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 136253 members 
Mstep: Class 7 contains 11478 members 
Mstep: Class 8 contains 190617 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13193 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33540 members 
Mstep: Class 19 contains 176471 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297120.000000 Penalty: 61069.699219
Iteration 257Q: 19 clusters Score -1.042971e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61442 members 
Mstep: Class 4 contains 224911 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 136410 members 
Mstep: Class 7 contains 11479 members 
Mstep: Class 8 contains 190520 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13199 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33527 members 
Mstep: Class 19 contains 176426 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297136.000000 Penalty: 61069.699219
Iteration 258Q: 19 clusters Score -1.042971e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61428 members 
Mstep: Class 4 contains 224889 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 136582 members 
Mstep: Class 7 contains 11482 members 
Mstep: Class 8 contains 190427 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13206 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33520 members 
Mstep: Class 19 contains 176379 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297104.000000 Penalty: 61069.699219
Iteration 259Q: 19 clusters Score -1.042971e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61412 members 
Mstep: Class 4 contains 224869 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 136759 members 
Mstep: Class 7 contains 11481 members 
Mstep: Class 8 contains 190325 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13221 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33519 members 
Mstep: Class 19 contains 176332 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297128.000000 Penalty: 61069.699219
Iteration 260F: 19 clusters Score -1.042971e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61406 members 
Mstep: Class 4 contains 224865 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 136915 members 
Mstep: Class 7 contains 11479 members 
Mstep: Class 8 contains 190215 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13232 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33509 members 
Mstep: Class 19 contains 176296 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297088.000000 Penalty: 61069.699219
Iteration 261Q: 19 clusters Score -1.042971e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61398 members 
Mstep: Class 4 contains 224835 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 137060 members 
Mstep: Class 7 contains 11479 members 
Mstep: Class 8 contains 190113 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13251 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33507 members 
Mstep: Class 19 contains 176272 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297144.000000 Penalty: 61069.699219
Iteration 262Q: 19 clusters Score -1.042971e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61391 members 
Mstep: Class 4 contains 224802 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 137232 members 
Mstep: Class 7 contains 11479 members 
Mstep: Class 8 contains 190006 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13258 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33506 members 
Mstep: Class 19 contains 176242 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297152.000000 Penalty: 61069.699219
Iteration 263Q: 19 clusters Score -1.042972e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61385 members 
Mstep: Class 4 contains 224765 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 137414 members 
Mstep: Class 7 contains 11478 members 
Mstep: Class 8 contains 189893 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33508 members 
Mstep: Class 19 contains 176214 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297120.000000 Penalty: 61069.699219
Iteration 264Q: 19 clusters Score -1.042971e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61374 members 
Mstep: Class 4 contains 224715 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 137577 members 
Mstep: Class 7 contains 11477 members 
Mstep: Class 8 contains 189790 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13271 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33510 members 
Mstep: Class 19 contains 176205 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297216.000000 Penalty: 61069.699219
Iteration 265Q: 19 clusters Score -1.042972e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61371 members 
Mstep: Class 4 contains 224650 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 137730 members 
Mstep: Class 7 contains 11475 members 
Mstep: Class 8 contains 189696 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13282 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33515 members 
Mstep: Class 19 contains 176199 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297176.000000 Penalty: 61069.699219
Iteration 266Q: 19 clusters Score -1.042972e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61361 members 
Mstep: Class 4 contains 224585 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 137890 members 
Mstep: Class 7 contains 11474 members 
Mstep: Class 8 contains 189589 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13295 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33519 members 
Mstep: Class 19 contains 176202 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297144.000000 Penalty: 61069.699219
Iteration 267Q: 19 clusters Score -1.042971e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61351 members 
Mstep: Class 4 contains 224528 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 138055 members 
Mstep: Class 7 contains 11474 members 
Mstep: Class 8 contains 189495 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13298 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33522 members 
Mstep: Class 19 contains 176192 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297088.000000 Penalty: 61069.699219
Iteration 268Q: 19 clusters Score -1.042971e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61340 members 
Mstep: Class 4 contains 224496 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 138212 members 
Mstep: Class 7 contains 11472 members 
Mstep: Class 8 contains 189402 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13309 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33514 members 
Mstep: Class 19 contains 176167 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297064.000000 Penalty: 61069.699219
Iteration 269Q: 19 clusters Score -1.042971e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61328 members 
Mstep: Class 4 contains 224458 members 
Mstep: Class 5 contains 3726 members 
Mstep: Class 6 contains 138361 members 
Mstep: Class 7 contains 11468 members 
Mstep: Class 8 contains 189307 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13320 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33518 members 
Mstep: Class 19 contains 176154 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297160.000000 Penalty: 61069.699219
Iteration 270Q: 19 clusters Score -1.042972e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61315 members 
Mstep: Class 4 contains 224413 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 138529 members 
Mstep: Class 7 contains 11464 members 
Mstep: Class 8 contains 189216 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13333 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33522 members 
Mstep: Class 19 contains 176125 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297304.000000 Penalty: 61069.699219
Iteration 271Q: 19 clusters Score -1.042973e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61307 members 
Mstep: Class 4 contains 224348 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 138689 members 
Mstep: Class 7 contains 11463 members 
Mstep: Class 8 contains 189113 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13355 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33523 members 
Mstep: Class 19 contains 176119 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297224.000000 Penalty: 61069.699219
Iteration 272Q: 19 clusters Score -1.042972e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61293 members 
Mstep: Class 4 contains 224295 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 138849 members 
Mstep: Class 7 contains 11462 members 
Mstep: Class 8 contains 189008 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13375 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33520 members 
Mstep: Class 19 contains 176113 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297208.000000 Penalty: 61069.699219
Iteration 273Q: 19 clusters Score -1.042972e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 61281 members 
Mstep: Class 4 contains 224258 members 
Mstep: Class 5 contains 3726 members 
Mstep: Class 6 contains 139011 members 
Mstep: Class 7 contains 11459 members 
Mstep: Class 8 contains 188897 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13388 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33514 members 
Mstep: Class 19 contains 176104 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297248.000000 Penalty: 61069.699219
Iteration 274Q: 19 clusters Score -1.042972e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61271 members 
Mstep: Class 4 contains 224224 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 139183 members 
Mstep: Class 7 contains 11456 members 
Mstep: Class 8 contains 188764 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13412 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33512 members 
Mstep: Class 19 contains 176094 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297184.000000 Penalty: 61069.699219
Iteration 275Q: 19 clusters Score -1.042972e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61262 members 
Mstep: Class 4 contains 224195 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 139344 members 
Mstep: Class 7 contains 11457 members 
Mstep: Class 8 contains 188635 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13421 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33516 members 
Mstep: Class 19 contains 176089 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297072.000000 Penalty: 61069.699219
Iteration 276Q: 19 clusters Score -1.042971e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61258 members 
Mstep: Class 4 contains 224168 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 139498 members 
Mstep: Class 7 contains 11456 members 
Mstep: Class 8 contains 188522 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13428 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33516 members 
Mstep: Class 19 contains 176074 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297200.000000 Penalty: 61069.699219
Iteration 277Q: 19 clusters Score -1.042972e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61257 members 
Mstep: Class 4 contains 224119 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 139656 members 
Mstep: Class 7 contains 11454 members 
Mstep: Class 8 contains 188418 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13450 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33515 members 
Mstep: Class 19 contains 176054 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297224.000000 Penalty: 61069.699219
Iteration 278Q: 19 clusters Score -1.042972e+08 nChanged 312
Entering ConstructFrom: 
Score: -104297224.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (5914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Entering Unmasked Estep 
Score: -712548.812500 Penalty: 2153.899170
	Iteration 0F: 2 clusters Score -712548.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -707387.500000 Penalty: 4307.798340
	Iteration 0F: 3 clusters Score -707387.5 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -708608.187500 Penalty: 4307.798340
	Iteration 1F: 3 clusters Score -708608.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -708836.750000 Penalty: 4307.798340
	Iteration 2F: 3 clusters Score -708836.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -709014.375000 Penalty: 4307.798340
	Iteration 3F: 3 clusters Score -709014.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -709153.625000 Penalty: 4307.798340
	Iteration 4Q: 3 clusters Score -709153.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -709257.062500 Penalty: 4307.798340
	Iteration 5Q: 3 clusters Score -709257.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -709342.375000 Penalty: 4307.798340
	Iteration 6Q: 3 clusters Score -709342.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -709418.500000 Penalty: 4307.798340
	Iteration 7Q: 3 clusters Score -709418.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -709491.375000 Penalty: 4307.798340
	Iteration 8Q: 3 clusters Score -709491.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -709568.250000 Penalty: 4307.798340
	Iteration 9Q: 3 clusters Score -709568.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -709642.062500 Penalty: 4307.798340
	Iteration 10Q: 3 clusters Score -709642.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -709688.125000 Penalty: 4307.798340
	Iteration 11Q: 3 clusters Score -709688.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -709731.750000 Penalty: 4307.798340
	Iteration 12Q: 3 clusters Score -709731.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -709778.812500 Penalty: 4307.798340
	Iteration 13Q: 3 clusters Score -709778.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -709823.687500 Penalty: 4307.798340
	Iteration 14Q: 3 clusters Score -709823.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -709871.312500 Penalty: 4307.798340
	Iteration 15Q: 3 clusters Score -709871.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -709917.125000 Penalty: 4307.798340
	Iteration 16Q: 3 clusters Score -709917.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -709957.687500 Penalty: 4307.798340
	Iteration 17Q: 3 clusters Score -709957.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -709994.250000 Penalty: 4307.798340
	Iteration 18Q: 3 clusters Score -709994.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -710035.750000 Penalty: 4307.798340
	Iteration 19Q: 3 clusters Score -710035.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -710074.750000 Penalty: 4307.798340
	Iteration 20F: 3 clusters Score -710074.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -710118.812500 Penalty: 4307.798340
	Iteration 21Q: 3 clusters Score -710118.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -710158.875000 Penalty: 4307.798340
	Iteration 22Q: 3 clusters Score -710158.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -710204.500000 Penalty: 4307.798340
	Iteration 23Q: 3 clusters Score -710204.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -710236.812500 Penalty: 4307.798340
	Iteration 24Q: 3 clusters Score -710236.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -710256.437500 Penalty: 4307.798340
	Iteration 25Q: 3 clusters Score -710256.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -710266.937500 Penalty: 4307.798340
	Iteration 26Q: 3 clusters Score -710266.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -710283.000000 Penalty: 4307.798340
	Iteration 27Q: 3 clusters Score -710283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -710294.375000 Penalty: 4307.798340
	Iteration 28Q: 3 clusters Score -710294.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -710303.875000 Penalty: 4307.798340
	Iteration 29Q: 3 clusters Score -710303.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -710309.875000 Penalty: 4307.798340
	Iteration 30Q: 3 clusters Score -710309.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -710314.062500 Penalty: 4307.798340
	Iteration 31Q: 3 clusters Score -710314.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -710314.437500 Penalty: 4307.798340
	Iteration 32Q: 3 clusters Score -710314.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -710315.562500 Penalty: 4307.798340
	Iteration 33Q: 3 clusters Score -710315.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -710315.500000 Penalty: 4307.798340
	Iteration 34Q: 3 clusters Score -710315.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -710317.562500 Penalty: 4307.798340
	Iteration 35Q: 3 clusters Score -710317.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -710317.812500 Penalty: 4307.798340
	Iteration 36Q: 3 clusters Score -710317.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -710318.875000 Penalty: 4307.798340
	Iteration 37Q: 3 clusters Score -710318.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -710321.500000 Penalty: 4307.798340
	Iteration 38Q: 3 clusters Score -710321.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -710323.937500 Penalty: 4307.798340
	Iteration 39Q: 3 clusters Score -710323.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -710327.312500 Penalty: 4307.798340
	Iteration 40F: 3 clusters Score -710327.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -710328.937500 Penalty: 4307.798340
	Iteration 41Q: 3 clusters Score -710328.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -710334.437500 Penalty: 4307.798340
	Iteration 42Q: 3 clusters Score -710334.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -710333.625000 Penalty: 4307.798340
	Iteration 43Q: 3 clusters Score -710333.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -710337.750000 Penalty: 4307.798340
	Iteration 44Q: 3 clusters Score -710337.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -710338.687500 Penalty: 4307.798340
	Iteration 45Q: 3 clusters Score -710338.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -710340.937500 Penalty: 4307.798340
	Iteration 46Q: 3 clusters Score -710340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -710342.250000 Penalty: 4307.798340
	Iteration 47Q: 3 clusters Score -710342.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -710344.125000 Penalty: 4307.798340
	Iteration 48Q: 3 clusters Score -710344.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -710344.500000 Penalty: 4307.798340
	Iteration 49Q: 3 clusters Score -710344.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -710347.437500 Penalty: 4307.798340
	Iteration 50Q: 3 clusters Score -710347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -710348.562500 Penalty: 4307.798340
	Iteration 51Q: 3 clusters Score -710348.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -710350.750000 Penalty: 4307.798340
	Iteration 52Q: 3 clusters Score -710350.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -710352.187500 Penalty: 4307.798340
	Iteration 53Q: 3 clusters Score -710352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -710351.437500 Penalty: 4307.798340
	Iteration 54Q: 3 clusters Score -710351.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -710353.312500 Penalty: 4307.798340
	Iteration 55Q: 3 clusters Score -710353.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -710352.500000 Penalty: 4307.798340
	Iteration 56Q: 3 clusters Score -710352.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -710352.500000 Penalty: 4307.798340
	Iteration 57F: 3 clusters Score -710352.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -52702.187500 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -52702.19 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 259 members 
Entering Unmasked Estep 
Score: -51203.554688 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -51203.55 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51451.546875 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -51451.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51528.523438 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -51528.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51558.531250 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -51558.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51588.277344 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -51588.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51604.382812 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -51604.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -51624.097656 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -51624.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51634.914062 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -51634.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -51644.964844 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -51644.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -51674.789062 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -51674.79 nChanged 5
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: -51701.433594 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -51701.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -51746.367188 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -51746.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -51774.000000 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -51774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -51782.707031 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -51782.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -51790.890625 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -51790.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -51795.566406 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -51795.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -51804.343750 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -51804.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -51811.789062 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -51811.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -51812.632812 Penalty: 3116.930664
	Iteration 18Q: 3 clusters Score -51812.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -51812.632812 Penalty: 3116.930664
	Iteration 19F: 3 clusters Score -51812.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Entering Unmasked Estep 
Score: -7521297.500000 Penalty: 2733.670898
	Iteration 0F: 2 clusters Score -7521298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -7480281.000000 Penalty: 5467.341797
	Iteration 0F: 3 clusters Score -7480281 nChanged 28489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -7496150.500000 Penalty: 5467.341797
	Iteration 1F: 3 clusters Score -7496150 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -7496671.500000 Penalty: 5467.341797
	Iteration 2Q: 3 clusters Score -7496672 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -7497282.000000 Penalty: 5467.341797
	Iteration 3Q: 3 clusters Score -7497282 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -7498034.000000 Penalty: 5467.341797
	Iteration 4Q: 3 clusters Score -7498034 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -7499274.500000 Penalty: 5467.341797
	Iteration 5Q: 3 clusters Score -7499274 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -7501326.000000 Penalty: 5467.341797
	Iteration 6F: 3 clusters Score -7501326 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -7504734.000000 Penalty: 5467.341797
	Iteration 7F: 3 clusters Score -7504734 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -7509289.000000 Penalty: 5467.341797
	Iteration 8F: 3 clusters Score -7509289 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -7513873.500000 Penalty: 5467.341797
	Iteration 9F: 3 clusters Score -7513874 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -7516882.500000 Penalty: 5467.341797
	Iteration 10F: 3 clusters Score -7516882 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -7518075.000000 Penalty: 5467.341797
	Iteration 11Q: 3 clusters Score -7518075 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -7518512.500000 Penalty: 5467.341797
	Iteration 12Q: 3 clusters Score -7518512 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -7518678.000000 Penalty: 5467.341797
	Iteration 13Q: 3 clusters Score -7518678 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -7518743.000000 Penalty: 5467.341797
	Iteration 14Q: 3 clusters Score -7518743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -7518781.000000 Penalty: 5467.341797
	Iteration 15Q: 3 clusters Score -7518781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -7518815.000000 Penalty: 5467.341797
	Iteration 16Q: 3 clusters Score -7518815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 61051 members 
Entering Unmasked Estep 
Score: -7518843.500000 Penalty: 5467.341797
	Iteration 17Q: 3 clusters Score -7518844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -7518854.000000 Penalty: 5467.341797
	Iteration 18Q: 3 clusters Score -7518854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 61054 members 
Entering Unmasked Estep 
Score: -7518871.000000 Penalty: 5467.341797
	Iteration 19Q: 3 clusters Score -7518871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -7518874.500000 Penalty: 5467.341797
	Iteration 20F: 3 clusters Score -7518874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (224090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224090 members 
Entering Unmasked Estep 
Score: -27130956.000000 Penalty: 3055.311279
	Iteration 0F: 2 clusters Score -2.713096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111636 members 
Mstep: Class 2 contains 112454 members 
Entering Unmasked Estep 
Score: -26984658.000000 Penalty: 6110.622559
	Iteration 0F: 3 clusters Score -2.698466e+07 nChanged 107918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108184 members 
Mstep: Class 2 contains 115906 members 
Entering Unmasked Estep 
Score: -27046784.000000 Penalty: 6110.622559
	Iteration 1F: 3 clusters Score -2.704678e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105267 members 
Mstep: Class 2 contains 118823 members 
Entering Unmasked Estep 
Score: -27047928.000000 Penalty: 6110.622559
	Iteration 2Q: 3 clusters Score -2.704793e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100587 members 
Mstep: Class 2 contains 123503 members 
Entering Unmasked Estep 
Score: -27049280.000000 Penalty: 6110.622559
	Iteration 3Q: 3 clusters Score -2.704928e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93286 members 
Mstep: Class 2 contains 130804 members 
Entering Unmasked Estep 
Score: -27052228.000000 Penalty: 6110.622559
	Iteration 4Q: 3 clusters Score -2.705223e+07 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81966 members 
Mstep: Class 2 contains 142124 members 
Entering Unmasked Estep 
Score: -27057900.000000 Penalty: 6110.622559
	Iteration 5F: 3 clusters Score -2.70579e+07 nChanged 16804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 158888 members 
Entering Unmasked Estep 
Score: -27069172.000000 Penalty: 6110.622559
	Iteration 6F: 3 clusters Score -2.706917e+07 nChanged 21519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 180401 members 
Entering Unmasked Estep 
Score: -27087446.000000 Penalty: 6110.622559
	Iteration 7F: 3 clusters Score -2.708745e+07 nChanged 21466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 201863 members 
Entering Unmasked Estep 
Score: -27107724.000000 Penalty: 6110.622559
	Iteration 8F: 3 clusters Score -2.710772e+07 nChanged 14360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 216223 members 
Entering Unmasked Estep 
Score: -27121022.000000 Penalty: 6110.622559
	Iteration 9F: 3 clusters Score -2.712102e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 222012 members 
Entering Unmasked Estep 
Score: -27126234.000000 Penalty: 6110.622559
	Iteration 10Q: 3 clusters Score -2.712623e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 223510 members 
Entering Unmasked Estep 
Score: -27127636.000000 Penalty: 6110.622559
	Iteration 11Q: 3 clusters Score -2.712764e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 223791 members 
Entering Unmasked Estep 
Score: -27127964.000000 Penalty: 6110.622559
	Iteration 12Q: 3 clusters Score -2.712796e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 223839 members 
Entering Unmasked Estep 
Score: -27128070.000000 Penalty: 6110.622559
	Iteration 13Q: 3 clusters Score -2.712807e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 223856 members 
Entering Unmasked Estep 
Score: -27128120.000000 Penalty: 6110.622559
	Iteration 14Q: 3 clusters Score -2.712812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 223868 members 
Entering Unmasked Estep 
Score: -27128150.000000 Penalty: 6110.622559
	Iteration 15Q: 3 clusters Score -2.712815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 223875 members 
Entering Unmasked Estep 
Score: -27128176.000000 Penalty: 6110.622559
	Iteration 16Q: 3 clusters Score -2.712818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 223879 members 
Entering Unmasked Estep 
Score: -27128180.000000 Penalty: 6110.622559
	Iteration 17Q: 3 clusters Score -2.712818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 223880 members 
Entering Unmasked Estep 
Score: -27128168.000000 Penalty: 6110.622559
	Iteration 18Q: 3 clusters Score -2.712817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 223880 members 
Entering Unmasked Estep 
Score: -27128176.000000 Penalty: 6110.622559
	Iteration 19Q: 3 clusters Score -2.712818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 223879 members 
Entering Unmasked Estep 
Score: -27128194.000000 Penalty: 6110.622559
	Iteration 20F: 3 clusters Score -2.712819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 223877 members 
Entering Unmasked Estep 
Score: -27128204.000000 Penalty: 6110.622559
	Iteration 21Q: 3 clusters Score -2.71282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 223877 members 
Entering Unmasked Estep 
Score: -27128204.000000 Penalty: 6110.622559
	Iteration 22F: 3 clusters Score -2.71282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Entering Unmasked Estep 
Score: -441616.250000 Penalty: 2038.860229
	Iteration 0F: 2 clusters Score -441616.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -437895.062500 Penalty: 4077.720459
	Iteration 0F: 3 clusters Score -437895.1 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -438642.968750 Penalty: 4077.720459
	Iteration 1F: 3 clusters Score -438643 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -438807.875000 Penalty: 4077.720459
	Iteration 2F: 3 clusters Score -438807.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -438909.750000 Penalty: 4077.720459
	Iteration 3Q: 3 clusters Score -438909.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -438983.093750 Penalty: 4077.720459
	Iteration 4Q: 3 clusters Score -438983.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -439039.218750 Penalty: 4077.720459
	Iteration 5Q: 3 clusters Score -439039.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -439085.093750 Penalty: 4077.720459
	Iteration 6Q: 3 clusters Score -439085.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -439110.687500 Penalty: 4077.720459
	Iteration 7Q: 3 clusters Score -439110.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -439125.593750 Penalty: 4077.720459
	Iteration 8Q: 3 clusters Score -439125.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -439132.562500 Penalty: 4077.720459
	Iteration 9Q: 3 clusters Score -439132.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -439138.062500 Penalty: 4077.720459
	Iteration 10Q: 3 clusters Score -439138.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -439143.093750 Penalty: 4077.720459
	Iteration 11Q: 3 clusters Score -439143.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -439145.937500 Penalty: 4077.720459
	Iteration 12Q: 3 clusters Score -439145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -439148.312500 Penalty: 4077.720459
	Iteration 13Q: 3 clusters Score -439148.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -439149.437500 Penalty: 4077.720459
	Iteration 14Q: 3 clusters Score -439149.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -439152.781250 Penalty: 4077.720459
	Iteration 15Q: 3 clusters Score -439152.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -439156.312500 Penalty: 4077.720459
	Iteration 16Q: 3 clusters Score -439156.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -439160.656250 Penalty: 4077.720459
	Iteration 17Q: 3 clusters Score -439160.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -439163.187500 Penalty: 4077.720459
	Iteration 18Q: 3 clusters Score -439163.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -439163.343750 Penalty: 4077.720459
	Iteration 19Q: 3 clusters Score -439163.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -439164.093750 Penalty: 4077.720459
	Iteration 20F: 3 clusters Score -439164.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -439166.062500 Penalty: 4077.720459
	Iteration 21Q: 3 clusters Score -439166.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -439167.937500 Penalty: 4077.720459
	Iteration 22Q: 3 clusters Score -439167.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -439170.625000 Penalty: 4077.720459
	Iteration 23Q: 3 clusters Score -439170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -439170.718750 Penalty: 4077.720459
	Iteration 24Q: 3 clusters Score -439170.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -439170.718750 Penalty: 4077.720459
	Iteration 25F: 3 clusters Score -439170.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (139807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139807 members 
Entering Unmasked Estep 
Score: -17043376.000000 Penalty: 2938.308594
	Iteration 0F: 2 clusters Score -1.704338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69462 members 
Mstep: Class 2 contains 70345 members 
Entering Unmasked Estep 
Score: -16950184.000000 Penalty: 5876.617188
	Iteration 0F: 3 clusters Score -1.695018e+07 nChanged 66622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63504 members 
Mstep: Class 2 contains 76303 members 
Entering Unmasked Estep 
Score: -16988924.000000 Penalty: 5876.617188
	Iteration 1F: 3 clusters Score -1.698892e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 80103 members 
Entering Unmasked Estep 
Score: -16990318.000000 Penalty: 5876.617188
	Iteration 2Q: 3 clusters Score -1.699032e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 85890 members 
Entering Unmasked Estep 
Score: -16993032.000000 Penalty: 5876.617188
	Iteration 3Q: 3 clusters Score -1.699303e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 94398 members 
Entering Unmasked Estep 
Score: -16998364.000000 Penalty: 5876.617188
	Iteration 4F: 3 clusters Score -1.699836e+07 nChanged 11831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 106077 members 
Entering Unmasked Estep 
Score: -17007878.000000 Penalty: 5876.617188
	Iteration 5F: 3 clusters Score -1.700788e+07 nChanged 13354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 119291 members 
Entering Unmasked Estep 
Score: -17020958.000000 Penalty: 5876.617188
	Iteration 6F: 3 clusters Score -1.702096e+07 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 130097 members 
Entering Unmasked Estep 
Score: -17032462.000000 Penalty: 5876.617188
	Iteration 7F: 3 clusters Score -1.703246e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 135677 members 
Entering Unmasked Estep 
Score: -17038224.000000 Penalty: 5876.617188
	Iteration 8Q: 3 clusters Score -1.703822e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 137671 members 
Entering Unmasked Estep 
Score: -17040166.000000 Penalty: 5876.617188
	Iteration 9Q: 3 clusters Score -1.704017e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 138226 members 
Entering Unmasked Estep 
Score: -17040822.000000 Penalty: 5876.617188
	Iteration 10Q: 3 clusters Score -1.704082e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 138401 members 
Entering Unmasked Estep 
Score: -17041096.000000 Penalty: 5876.617188
	Iteration 11Q: 3 clusters Score -1.70411e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 138465 members 
Entering Unmasked Estep 
Score: -17041262.000000 Penalty: 5876.617188
	Iteration 12Q: 3 clusters Score -1.704126e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 138476 members 
Entering Unmasked Estep 
Score: -17041338.000000 Penalty: 5876.617188
	Iteration 13Q: 3 clusters Score -1.704134e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 138474 members 
Entering Unmasked Estep 
Score: -17041386.000000 Penalty: 5876.617188
	Iteration 14Q: 3 clusters Score -1.704139e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 138455 members 
Entering Unmasked Estep 
Score: -17041436.000000 Penalty: 5876.617188
	Iteration 15Q: 3 clusters Score -1.704144e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 138438 members 
Entering Unmasked Estep 
Score: -17041478.000000 Penalty: 5876.617188
	Iteration 16Q: 3 clusters Score -1.704148e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 138422 members 
Entering Unmasked Estep 
Score: -17041486.000000 Penalty: 5876.617188
	Iteration 17Q: 3 clusters Score -1.704149e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 138413 members 
Entering Unmasked Estep 
Score: -17041518.000000 Penalty: 5876.617188
	Iteration 18Q: 3 clusters Score -1.704152e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 138406 members 
Entering Unmasked Estep 
Score: -17041516.000000 Penalty: 5876.617188
	Iteration 19Q: 3 clusters Score -1.704152e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 138399 members 
Entering Unmasked Estep 
Score: -17041540.000000 Penalty: 5876.617188
	Iteration 20F: 3 clusters Score -1.704154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 138392 members 
Entering Unmasked Estep 
Score: -17041538.000000 Penalty: 5876.617188
	Iteration 21Q: 3 clusters Score -1.704154e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 138378 members 
Entering Unmasked Estep 
Score: -17041550.000000 Penalty: 5876.617188
	Iteration 22Q: 3 clusters Score -1.704155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 138372 members 
Entering Unmasked Estep 
Score: -17041550.000000 Penalty: 5876.617188
	Iteration 23Q: 3 clusters Score -1.704155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 138373 members 
Entering Unmasked Estep 
Score: -17041530.000000 Penalty: 5876.617188
	Iteration 24Q: 3 clusters Score -1.704153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 138372 members 
Entering Unmasked Estep 
Score: -17041544.000000 Penalty: 5876.617188
	Iteration 25Q: 3 clusters Score -1.704154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 138376 members 
Entering Unmasked Estep 
Score: -17041526.000000 Penalty: 5876.617188
	Iteration 26Q: 3 clusters Score -1.704153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 138377 members 
Entering Unmasked Estep 
Score: -17041540.000000 Penalty: 5876.617188
	Iteration 27Q: 3 clusters Score -1.704154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 138376 members 
Entering Unmasked Estep 
Score: -17041546.000000 Penalty: 5876.617188
	Iteration 28Q: 3 clusters Score -1.704155e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 138376 members 
Entering Unmasked Estep 
Score: -17041556.000000 Penalty: 5876.617188
	Iteration 29Q: 3 clusters Score -1.704156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 138373 members 
Entering Unmasked Estep 
Score: -17041556.000000 Penalty: 5876.617188
	Iteration 30Q: 3 clusters Score -1.704156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 138369 members 
Entering Unmasked Estep 
Score: -17041566.000000 Penalty: 5876.617188
	Iteration 31Q: 3 clusters Score -1.704157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 138365 members 
Entering Unmasked Estep 
Score: -17041574.000000 Penalty: 5876.617188
	Iteration 32Q: 3 clusters Score -1.704157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 138367 members 
Entering Unmasked Estep 
Score: -17041578.000000 Penalty: 5876.617188
	Iteration 33Q: 3 clusters Score -1.704158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 138374 members 
Entering Unmasked Estep 
Score: -17041580.000000 Penalty: 5876.617188
	Iteration 34Q: 3 clusters Score -1.704158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 138375 members 
Entering Unmasked Estep 
Score: -17041578.000000 Penalty: 5876.617188
	Iteration 35Q: 3 clusters Score -1.704158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 138376 members 
Entering Unmasked Estep 
Score: -17041574.000000 Penalty: 5876.617188
	Iteration 36Q: 3 clusters Score -1.704157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 138376 members 
Entering Unmasked Estep 
Score: -17041570.000000 Penalty: 5876.617188
	Iteration 37Q: 3 clusters Score -1.704157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 138375 members 
Entering Unmasked Estep 
Score: -17041572.000000 Penalty: 5876.617188
	Iteration 38Q: 3 clusters Score -1.704157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 138375 members 
Entering Unmasked Estep 
Score: -17041572.000000 Penalty: 5876.617188
	Iteration 39F: 3 clusters Score -1.704157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -1331823.625000 Penalty: 2317.788086
	Iteration 0F: 2 clusters Score -1331824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1323262.625000 Penalty: 4635.576172
	Iteration 0F: 3 clusters Score -1323263 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1325709.875000 Penalty: 4635.576172
	Iteration 1F: 3 clusters Score -1325710 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1325993.000000 Penalty: 4635.576172
	Iteration 2F: 3 clusters Score -1325993 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1326216.250000 Penalty: 4635.576172
	Iteration 3Q: 3 clusters Score -1326216 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1326379.125000 Penalty: 4635.576172
	Iteration 4Q: 3 clusters Score -1326379 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1326534.875000 Penalty: 4635.576172
	Iteration 5Q: 3 clusters Score -1326535 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1326690.125000 Penalty: 4635.576172
	Iteration 6Q: 3 clusters Score -1326690 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1326861.750000 Penalty: 4635.576172
	Iteration 7Q: 3 clusters Score -1326862 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1327053.750000 Penalty: 4635.576172
	Iteration 8Q: 3 clusters Score -1327054 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1327262.625000 Penalty: 4635.576172
	Iteration 9Q: 3 clusters Score -1327263 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1327505.750000 Penalty: 4635.576172
	Iteration 10Q: 3 clusters Score -1327506 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1327777.000000 Penalty: 4635.576172
	Iteration 11Q: 3 clusters Score -1327777 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1328109.875000 Penalty: 4635.576172
	Iteration 12Q: 3 clusters Score -1328110 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1328469.750000 Penalty: 4635.576172
	Iteration 13Q: 3 clusters Score -1328470 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1328830.000000 Penalty: 4635.576172
	Iteration 14Q: 3 clusters Score -1328830 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1329158.750000 Penalty: 4635.576172
	Iteration 15Q: 3 clusters Score -1329159 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1329406.000000 Penalty: 4635.576172
	Iteration 16Q: 3 clusters Score -1329406 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1329573.750000 Penalty: 4635.576172
	Iteration 17Q: 3 clusters Score -1329574 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1329690.875000 Penalty: 4635.576172
	Iteration 18Q: 3 clusters Score -1329691 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1329760.125000 Penalty: 4635.576172
	Iteration 19Q: 3 clusters Score -1329760 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1329806.125000 Penalty: 4635.576172
	Iteration 20F: 3 clusters Score -1329806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1329841.500000 Penalty: 4635.576172
	Iteration 21Q: 3 clusters Score -1329842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1329866.250000 Penalty: 4635.576172
	Iteration 22Q: 3 clusters Score -1329866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1329880.000000 Penalty: 4635.576172
	Iteration 23Q: 3 clusters Score -1329880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1329893.125000 Penalty: 4635.576172
	Iteration 24Q: 3 clusters Score -1329893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1329906.500000 Penalty: 4635.576172
	Iteration 25Q: 3 clusters Score -1329906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1329913.250000 Penalty: 4635.576172
	Iteration 26Q: 3 clusters Score -1329913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1329928.500000 Penalty: 4635.576172
	Iteration 27Q: 3 clusters Score -1329928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1329937.250000 Penalty: 4635.576172
	Iteration 28Q: 3 clusters Score -1329937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1329945.250000 Penalty: 4635.576172
	Iteration 29Q: 3 clusters Score -1329945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1329949.125000 Penalty: 4635.576172
	Iteration 30Q: 3 clusters Score -1329949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1329949.125000 Penalty: 4635.576172
	Iteration 31F: 3 clusters Score -1329949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (188320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188320 members 
Entering Unmasked Estep 
Score: -22910256.000000 Penalty: 3012.182617
	Iteration 0F: 2 clusters Score -2.291026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94208 members 
Mstep: Class 2 contains 94112 members 
Entering Unmasked Estep 
Score: -22787304.000000 Penalty: 6024.365234
	Iteration 0F: 3 clusters Score -2.27873e+07 nChanged 90487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96341 members 
Mstep: Class 2 contains 91979 members 
Entering Unmasked Estep 
Score: -22840454.000000 Penalty: 6024.365234
	Iteration 1F: 3 clusters Score -2.284045e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98168 members 
Mstep: Class 2 contains 90152 members 
Entering Unmasked Estep 
Score: -22842376.000000 Penalty: 6024.365234
	Iteration 2Q: 3 clusters Score -2.284238e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101095 members 
Mstep: Class 2 contains 87225 members 
Entering Unmasked Estep 
Score: -22844874.000000 Penalty: 6024.365234
	Iteration 3Q: 3 clusters Score -2.284487e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105449 members 
Mstep: Class 2 contains 82871 members 
Entering Unmasked Estep 
Score: -22848576.000000 Penalty: 6024.365234
	Iteration 4Q: 3 clusters Score -2.284858e+07 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111690 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -22854714.000000 Penalty: 6024.365234
	Iteration 5F: 3 clusters Score -2.285471e+07 nChanged 12278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119692 members 
Mstep: Class 2 contains 68628 members 
Entering Unmasked Estep 
Score: -22862730.000000 Penalty: 6024.365234
	Iteration 6F: 3 clusters Score -2.286273e+07 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128570 members 
Mstep: Class 2 contains 59750 members 
Entering Unmasked Estep 
Score: -22872484.000000 Penalty: 6024.365234
	Iteration 7F: 3 clusters Score -2.287248e+07 nChanged 11831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136507 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -22882250.000000 Penalty: 6024.365234
	Iteration 8F: 3 clusters Score -2.288225e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142518 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -22888946.000000 Penalty: 6024.365234
	Iteration 9F: 3 clusters Score -2.288895e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147036 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -22892914.000000 Penalty: 6024.365234
	Iteration 10Q: 3 clusters Score -2.289291e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151069 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -22895062.000000 Penalty: 6024.365234
	Iteration 11Q: 3 clusters Score -2.289506e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154976 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -22896914.000000 Penalty: 6024.365234
	Iteration 12Q: 3 clusters Score -2.289691e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158759 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -22898538.000000 Penalty: 6024.365234
	Iteration 13Q: 3 clusters Score -2.289854e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162425 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -22899870.000000 Penalty: 6024.365234
	Iteration 14Q: 3 clusters Score -2.289987e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165931 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -22901124.000000 Penalty: 6024.365234
	Iteration 15Q: 3 clusters Score -2.290112e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169260 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -22902192.000000 Penalty: 6024.365234
	Iteration 16Q: 3 clusters Score -2.290219e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172235 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -22903368.000000 Penalty: 6024.365234
	Iteration 17Q: 3 clusters Score -2.290337e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174808 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -22904336.000000 Penalty: 6024.365234
	Iteration 18Q: 3 clusters Score -2.290434e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177047 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -22905030.000000 Penalty: 6024.365234
	Iteration 19Q: 3 clusters Score -2.290503e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178931 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -22905648.000000 Penalty: 6024.365234
	Iteration 20F: 3 clusters Score -2.290565e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180609 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -22906204.000000 Penalty: 6024.365234
	Iteration 21Q: 3 clusters Score -2.29062e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182002 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -22906790.000000 Penalty: 6024.365234
	Iteration 22Q: 3 clusters Score -2.290679e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183075 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -22907250.000000 Penalty: 6024.365234
	Iteration 23Q: 3 clusters Score -2.290725e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183928 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -22907600.000000 Penalty: 6024.365234
	Iteration 24Q: 3 clusters Score -2.29076e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184515 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -22907846.000000 Penalty: 6024.365234
	Iteration 25Q: 3 clusters Score -2.290785e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184902 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -22908060.000000 Penalty: 6024.365234
	Iteration 26Q: 3 clusters Score -2.290806e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185163 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -22908190.000000 Penalty: 6024.365234
	Iteration 27Q: 3 clusters Score -2.290819e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185355 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -22908240.000000 Penalty: 6024.365234
	Iteration 28Q: 3 clusters Score -2.290824e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185491 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -22908350.000000 Penalty: 6024.365234
	Iteration 29Q: 3 clusters Score -2.290835e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185612 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -22908540.000000 Penalty: 6024.365234
	Iteration 30Q: 3 clusters Score -2.290854e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185683 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -22908660.000000 Penalty: 6024.365234
	Iteration 31Q: 3 clusters Score -2.290866e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185750 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -22908872.000000 Penalty: 6024.365234
	Iteration 32Q: 3 clusters Score -2.290887e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185772 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -22909148.000000 Penalty: 6024.365234
	Iteration 33Q: 3 clusters Score -2.290915e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185726 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -22909280.000000 Penalty: 6024.365234
	Iteration 34Q: 3 clusters Score -2.290928e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185678 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -22909414.000000 Penalty: 6024.365234
	Iteration 35Q: 3 clusters Score -2.290941e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185584 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -22909508.000000 Penalty: 6024.365234
	Iteration 36Q: 3 clusters Score -2.290951e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185487 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -22909536.000000 Penalty: 6024.365234
	Iteration 37Q: 3 clusters Score -2.290954e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185399 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -22909634.000000 Penalty: 6024.365234
	Iteration 38Q: 3 clusters Score -2.290963e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185329 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -22909676.000000 Penalty: 6024.365234
	Iteration 39Q: 3 clusters Score -2.290968e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185272 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -22909696.000000 Penalty: 6024.365234
	Iteration 40F: 3 clusters Score -2.29097e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185214 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -22909686.000000 Penalty: 6024.365234
	Iteration 41Q: 3 clusters Score -2.290969e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185139 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -22909726.000000 Penalty: 6024.365234
	Iteration 42Q: 3 clusters Score -2.290973e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185074 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -22909750.000000 Penalty: 6024.365234
	Iteration 43Q: 3 clusters Score -2.290975e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185017 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -22909812.000000 Penalty: 6024.365234
	Iteration 44Q: 3 clusters Score -2.290981e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184977 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -22909826.000000 Penalty: 6024.365234
	Iteration 45Q: 3 clusters Score -2.290983e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184939 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -22909844.000000 Penalty: 6024.365234
	Iteration 46Q: 3 clusters Score -2.290984e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184901 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -22909858.000000 Penalty: 6024.365234
	Iteration 47Q: 3 clusters Score -2.290986e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184875 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -22909840.000000 Penalty: 6024.365234
	Iteration 48Q: 3 clusters Score -2.290984e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184850 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -22909870.000000 Penalty: 6024.365234
	Iteration 49Q: 3 clusters Score -2.290987e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184820 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -22909874.000000 Penalty: 6024.365234
	Iteration 50Q: 3 clusters Score -2.290987e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184796 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -22909878.000000 Penalty: 6024.365234
	Iteration 51Q: 3 clusters Score -2.290988e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184778 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -22909884.000000 Penalty: 6024.365234
	Iteration 52Q: 3 clusters Score -2.290988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184770 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -22909888.000000 Penalty: 6024.365234
	Iteration 53Q: 3 clusters Score -2.290989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184764 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -22909896.000000 Penalty: 6024.365234
	Iteration 54Q: 3 clusters Score -2.29099e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184753 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -22909882.000000 Penalty: 6024.365234
	Iteration 55Q: 3 clusters Score -2.290988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184743 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -22909894.000000 Penalty: 6024.365234
	Iteration 56Q: 3 clusters Score -2.290989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184730 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -22909896.000000 Penalty: 6024.365234
	Iteration 57Q: 3 clusters Score -2.29099e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184715 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -22909904.000000 Penalty: 6024.365234
	Iteration 58Q: 3 clusters Score -2.29099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184710 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -22909896.000000 Penalty: 6024.365234
	Iteration 59Q: 3 clusters Score -2.29099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184709 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -22909892.000000 Penalty: 6024.365234
	Iteration 60F: 3 clusters Score -2.290989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184705 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -22909904.000000 Penalty: 6024.365234
	Iteration 61Q: 3 clusters Score -2.29099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184698 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -22909928.000000 Penalty: 6024.365234
	Iteration 62Q: 3 clusters Score -2.290993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184695 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -22909914.000000 Penalty: 6024.365234
	Iteration 63Q: 3 clusters Score -2.290991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184691 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -22909930.000000 Penalty: 6024.365234
	Iteration 64Q: 3 clusters Score -2.290993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184686 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -22909936.000000 Penalty: 6024.365234
	Iteration 65Q: 3 clusters Score -2.290994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184681 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -22909948.000000 Penalty: 6024.365234
	Iteration 66Q: 3 clusters Score -2.290995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184675 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -22909950.000000 Penalty: 6024.365234
	Iteration 67Q: 3 clusters Score -2.290995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184668 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -22909918.000000 Penalty: 6024.365234
	Iteration 68Q: 3 clusters Score -2.290992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184661 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -22909904.000000 Penalty: 6024.365234
	Iteration 69Q: 3 clusters Score -2.29099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184658 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -22909910.000000 Penalty: 6024.365234
	Iteration 70Q: 3 clusters Score -2.290991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184656 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -22909908.000000 Penalty: 6024.365234
	Iteration 71Q: 3 clusters Score -2.290991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184648 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -22909906.000000 Penalty: 6024.365234
	Iteration 72Q: 3 clusters Score -2.290991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184640 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -22909886.000000 Penalty: 6024.365234
	Iteration 73Q: 3 clusters Score -2.290989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184636 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -22909906.000000 Penalty: 6024.365234
	Iteration 74Q: 3 clusters Score -2.290991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184627 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -22909898.000000 Penalty: 6024.365234
	Iteration 75Q: 3 clusters Score -2.29099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184620 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -22909894.000000 Penalty: 6024.365234
	Iteration 76Q: 3 clusters Score -2.290989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184611 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -22909894.000000 Penalty: 6024.365234
	Iteration 77Q: 3 clusters Score -2.290989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184607 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -22909892.000000 Penalty: 6024.365234
	Iteration 78Q: 3 clusters Score -2.290989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184600 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -22909896.000000 Penalty: 6024.365234
	Iteration 79Q: 3 clusters Score -2.29099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184592 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -22909904.000000 Penalty: 6024.365234
	Iteration 80F: 3 clusters Score -2.29099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184590 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -22909920.000000 Penalty: 6024.365234
	Iteration 81Q: 3 clusters Score -2.290992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184589 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -22909914.000000 Penalty: 6024.365234
	Iteration 82Q: 3 clusters Score -2.290991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184588 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -22909922.000000 Penalty: 6024.365234
	Iteration 83Q: 3 clusters Score -2.290992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184587 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -22909906.000000 Penalty: 6024.365234
	Iteration 84Q: 3 clusters Score -2.290991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184587 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -22909906.000000 Penalty: 6024.365234
	Iteration 85F: 3 clusters Score -2.290991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -83844.632812 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -83844.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -82027.796875 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -82027.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -82282.875000 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -82282.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -82385.000000 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -82385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82441.398438 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -82441.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -82490.851562 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -82490.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -82523.546875 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -82523.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -82539.960938 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -82539.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -82553.148438 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -82553.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -82567.718750 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -82567.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -82578.976562 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -82578.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -82588.359375 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -82588.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -82600.023438 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -82600.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -82609.843750 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -82609.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -82616.234375 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -82616.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -82618.640625 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -82618.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -82624.867188 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -82624.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -82629.859375 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -82629.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -82635.679688 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -82635.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -82644.437500 Penalty: 3343.883545
	Iteration 18Q: 3 clusters Score -82644.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -82655.304688 Penalty: 3343.883545
	Iteration 19Q: 3 clusters Score -82655.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -82664.328125 Penalty: 3343.883545
	Iteration 20F: 3 clusters Score -82664.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -82668.929688 Penalty: 3343.883545
	Iteration 21Q: 3 clusters Score -82668.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -82668.929688 Penalty: 3343.883545
	Iteration 22F: 3 clusters Score -82668.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Entering Unmasked Estep 
Score: -522683.656250 Penalty: 2091.854736
	Iteration 0F: 2 clusters Score -522683.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -518485.937500 Penalty: 4183.709473
	Iteration 0F: 3 clusters Score -518485.9 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -519374.531250 Penalty: 4183.709473
	Iteration 1F: 3 clusters Score -519374.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -519565.968750 Penalty: 4183.709473
	Iteration 2F: 3 clusters Score -519566 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -519683.031250 Penalty: 4183.709473
	Iteration 3Q: 3 clusters Score -519683 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -519781.656250 Penalty: 4183.709473
	Iteration 4Q: 3 clusters Score -519781.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -519845.312500 Penalty: 4183.709473
	Iteration 5Q: 3 clusters Score -519845.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -519888.906250 Penalty: 4183.709473
	Iteration 6Q: 3 clusters Score -519888.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -519919.812500 Penalty: 4183.709473
	Iteration 7Q: 3 clusters Score -519919.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -519950.000000 Penalty: 4183.709473
	Iteration 8Q: 3 clusters Score -519950 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -519974.468750 Penalty: 4183.709473
	Iteration 9Q: 3 clusters Score -519974.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -519998.250000 Penalty: 4183.709473
	Iteration 10Q: 3 clusters Score -519998.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -520021.406250 Penalty: 4183.709473
	Iteration 11Q: 3 clusters Score -520021.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -520045.125000 Penalty: 4183.709473
	Iteration 12Q: 3 clusters Score -520045.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -520062.937500 Penalty: 4183.709473
	Iteration 13Q: 3 clusters Score -520062.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -520084.406250 Penalty: 4183.709473
	Iteration 14Q: 3 clusters Score -520084.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -520106.125000 Penalty: 4183.709473
	Iteration 15Q: 3 clusters Score -520106.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -520125.687500 Penalty: 4183.709473
	Iteration 16Q: 3 clusters Score -520125.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -520150.593750 Penalty: 4183.709473
	Iteration 17Q: 3 clusters Score -520150.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -520173.156250 Penalty: 4183.709473
	Iteration 18Q: 3 clusters Score -520173.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -520189.500000 Penalty: 4183.709473
	Iteration 19Q: 3 clusters Score -520189.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -520209.031250 Penalty: 4183.709473
	Iteration 20F: 3 clusters Score -520209 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -520233.156250 Penalty: 4183.709473
	Iteration 21Q: 3 clusters Score -520233.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -520257.437500 Penalty: 4183.709473
	Iteration 22Q: 3 clusters Score -520257.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -520285.375000 Penalty: 4183.709473
	Iteration 23Q: 3 clusters Score -520285.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -520316.343750 Penalty: 4183.709473
	Iteration 24Q: 3 clusters Score -520316.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -520345.156250 Penalty: 4183.709473
	Iteration 25Q: 3 clusters Score -520345.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -520384.687500 Penalty: 4183.709473
	Iteration 26Q: 3 clusters Score -520384.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -520441.937500 Penalty: 4183.709473
	Iteration 27Q: 3 clusters Score -520441.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -520500.343750 Penalty: 4183.709473
	Iteration 28Q: 3 clusters Score -520500.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -520557.187500 Penalty: 4183.709473
	Iteration 29Q: 3 clusters Score -520557.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -520603.250000 Penalty: 4183.709473
	Iteration 30Q: 3 clusters Score -520603.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -520643.093750 Penalty: 4183.709473
	Iteration 31Q: 3 clusters Score -520643.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -520690.531250 Penalty: 4183.709473
	Iteration 32Q: 3 clusters Score -520690.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -520733.468750 Penalty: 4183.709473
	Iteration 33Q: 3 clusters Score -520733.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -520775.812500 Penalty: 4183.709473
	Iteration 34Q: 3 clusters Score -520775.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -520805.406250 Penalty: 4183.709473
	Iteration 35Q: 3 clusters Score -520805.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -520830.937500 Penalty: 4183.709473
	Iteration 36Q: 3 clusters Score -520830.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -520849.343750 Penalty: 4183.709473
	Iteration 37Q: 3 clusters Score -520849.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -520861.625000 Penalty: 4183.709473
	Iteration 38Q: 3 clusters Score -520861.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -520877.062500 Penalty: 4183.709473
	Iteration 39Q: 3 clusters Score -520877.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -520887.812500 Penalty: 4183.709473
	Iteration 40F: 3 clusters Score -520887.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -520899.187500 Penalty: 4183.709473
	Iteration 41Q: 3 clusters Score -520899.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -520905.781250 Penalty: 4183.709473
	Iteration 42Q: 3 clusters Score -520905.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -520908.062500 Penalty: 4183.709473
	Iteration 43Q: 3 clusters Score -520908.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -520909.687500 Penalty: 4183.709473
	Iteration 44Q: 3 clusters Score -520909.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -520910.625000 Penalty: 4183.709473
	Iteration 45Q: 3 clusters Score -520910.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -520910.656250 Penalty: 4183.709473
	Iteration 46Q: 3 clusters Score -520910.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -520910.656250 Penalty: 4183.709473
	Iteration 47F: 3 clusters Score -520910.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -210214.984375 Penalty: 1874.770752
	Iteration 0F: 2 clusters Score -210215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -207645.468750 Penalty: 3749.541504
	Iteration 0F: 3 clusters Score -207645.5 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -208094.625000 Penalty: 3749.541504
	Iteration 1F: 3 clusters Score -208094.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -208238.031250 Penalty: 3749.541504
	Iteration 2F: 3 clusters Score -208238 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -208319.062500 Penalty: 3749.541504
	Iteration 3Q: 3 clusters Score -208319.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -208379.921875 Penalty: 3749.541504
	Iteration 4Q: 3 clusters Score -208379.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -208434.109375 Penalty: 3749.541504
	Iteration 5Q: 3 clusters Score -208434.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -208482.906250 Penalty: 3749.541504
	Iteration 6Q: 3 clusters Score -208482.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -208531.781250 Penalty: 3749.541504
	Iteration 7Q: 3 clusters Score -208531.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -208572.468750 Penalty: 3749.541504
	Iteration 8Q: 3 clusters Score -208572.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -208611.859375 Penalty: 3749.541504
	Iteration 9Q: 3 clusters Score -208611.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -208645.656250 Penalty: 3749.541504
	Iteration 10Q: 3 clusters Score -208645.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -208670.281250 Penalty: 3749.541504
	Iteration 11Q: 3 clusters Score -208670.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -208690.250000 Penalty: 3749.541504
	Iteration 12Q: 3 clusters Score -208690.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -208717.984375 Penalty: 3749.541504
	Iteration 13Q: 3 clusters Score -208718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -208745.984375 Penalty: 3749.541504
	Iteration 14Q: 3 clusters Score -208746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -208762.609375 Penalty: 3749.541504
	Iteration 15Q: 3 clusters Score -208762.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -208776.453125 Penalty: 3749.541504
	Iteration 16Q: 3 clusters Score -208776.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -208795.984375 Penalty: 3749.541504
	Iteration 17Q: 3 clusters Score -208796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -208815.031250 Penalty: 3749.541504
	Iteration 18Q: 3 clusters Score -208815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -208830.734375 Penalty: 3749.541504
	Iteration 19Q: 3 clusters Score -208830.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -208841.296875 Penalty: 3749.541504
	Iteration 20F: 3 clusters Score -208841.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -208848.765625 Penalty: 3749.541504
	Iteration 21Q: 3 clusters Score -208848.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -208854.078125 Penalty: 3749.541504
	Iteration 22Q: 3 clusters Score -208854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -208855.375000 Penalty: 3749.541504
	Iteration 23Q: 3 clusters Score -208855.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -208855.375000 Penalty: 3749.541504
	Iteration 24F: 3 clusters Score -208855.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Entering Unmasked Estep 
Score: -1666996.000000 Penalty: 2357.743896
	Iteration 0F: 2 clusters Score -1666996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1657097.500000 Penalty: 4715.487793
	Iteration 0F: 3 clusters Score -1657098 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1660195.250000 Penalty: 4715.487793
	Iteration 1F: 3 clusters Score -1660195 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1660515.500000 Penalty: 4715.487793
	Iteration 2F: 3 clusters Score -1660516 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1660752.125000 Penalty: 4715.487793
	Iteration 3Q: 3 clusters Score -1660752 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1660934.500000 Penalty: 4715.487793
	Iteration 4Q: 3 clusters Score -1660934 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1661116.250000 Penalty: 4715.487793
	Iteration 5Q: 3 clusters Score -1661116 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1661296.125000 Penalty: 4715.487793
	Iteration 6Q: 3 clusters Score -1661296 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1661463.625000 Penalty: 4715.487793
	Iteration 7Q: 3 clusters Score -1661464 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1661670.625000 Penalty: 4715.487793
	Iteration 8Q: 3 clusters Score -1661671 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1661927.250000 Penalty: 4715.487793
	Iteration 9Q: 3 clusters Score -1661927 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1662287.750000 Penalty: 4715.487793
	Iteration 10Q: 3 clusters Score -1662288 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1662753.500000 Penalty: 4715.487793
	Iteration 11Q: 3 clusters Score -1662754 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1663284.500000 Penalty: 4715.487793
	Iteration 12Q: 3 clusters Score -1663284 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1663753.125000 Penalty: 4715.487793
	Iteration 13Q: 3 clusters Score -1663753 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1664091.250000 Penalty: 4715.487793
	Iteration 14Q: 3 clusters Score -1664091 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1664244.250000 Penalty: 4715.487793
	Iteration 15Q: 3 clusters Score -1664244 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1664340.250000 Penalty: 4715.487793
	Iteration 16Q: 3 clusters Score -1664340 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1664393.750000 Penalty: 4715.487793
	Iteration 17Q: 3 clusters Score -1664394 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1664430.375000 Penalty: 4715.487793
	Iteration 18Q: 3 clusters Score -1664430 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1664463.875000 Penalty: 4715.487793
	Iteration 19Q: 3 clusters Score -1664464 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1664492.875000 Penalty: 4715.487793
	Iteration 20F: 3 clusters Score -1664493 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1664512.125000 Penalty: 4715.487793
	Iteration 21Q: 3 clusters Score -1664512 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1664523.125000 Penalty: 4715.487793
	Iteration 22Q: 3 clusters Score -1664523 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1664532.250000 Penalty: 4715.487793
	Iteration 23Q: 3 clusters Score -1664532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1664544.500000 Penalty: 4715.487793
	Iteration 24Q: 3 clusters Score -1664544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1664553.000000 Penalty: 4715.487793
	Iteration 25Q: 3 clusters Score -1664553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1664554.500000 Penalty: 4715.487793
	Iteration 26Q: 3 clusters Score -1664554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1664560.125000 Penalty: 4715.487793
	Iteration 27Q: 3 clusters Score -1664560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1664569.750000 Penalty: 4715.487793
	Iteration 28Q: 3 clusters Score -1664570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1664577.375000 Penalty: 4715.487793
	Iteration 29Q: 3 clusters Score -1664577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1664578.250000 Penalty: 4715.487793
	Iteration 30Q: 3 clusters Score -1664578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1664593.750000 Penalty: 4715.487793
	Iteration 31Q: 3 clusters Score -1664594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1664601.000000 Penalty: 4715.487793
	Iteration 32Q: 3 clusters Score -1664601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1664608.375000 Penalty: 4715.487793
	Iteration 33Q: 3 clusters Score -1664608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1664612.000000 Penalty: 4715.487793
	Iteration 34Q: 3 clusters Score -1664612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1664616.375000 Penalty: 4715.487793
	Iteration 35Q: 3 clusters Score -1664616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1664626.875000 Penalty: 4715.487793
	Iteration 36Q: 3 clusters Score -1664627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1664633.500000 Penalty: 4715.487793
	Iteration 37Q: 3 clusters Score -1664634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1664640.750000 Penalty: 4715.487793
	Iteration 38Q: 3 clusters Score -1664641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1664650.875000 Penalty: 4715.487793
	Iteration 39Q: 3 clusters Score -1664651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1664664.750000 Penalty: 4715.487793
	Iteration 40F: 3 clusters Score -1664665 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1664676.250000 Penalty: 4715.487793
	Iteration 41Q: 3 clusters Score -1664676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1664692.750000 Penalty: 4715.487793
	Iteration 42Q: 3 clusters Score -1664693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1664694.000000 Penalty: 4715.487793
	Iteration 43Q: 3 clusters Score -1664694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1664704.000000 Penalty: 4715.487793
	Iteration 44Q: 3 clusters Score -1664704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1664710.750000 Penalty: 4715.487793
	Iteration 45Q: 3 clusters Score -1664711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1664725.625000 Penalty: 4715.487793
	Iteration 46Q: 3 clusters Score -1664726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1664729.625000 Penalty: 4715.487793
	Iteration 47Q: 3 clusters Score -1664730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1664735.625000 Penalty: 4715.487793
	Iteration 48Q: 3 clusters Score -1664736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1664734.875000 Penalty: 4715.487793
	Iteration 49Q: 3 clusters Score -1664735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1664746.625000 Penalty: 4715.487793
	Iteration 50Q: 3 clusters Score -1664747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1664748.125000 Penalty: 4715.487793
	Iteration 51Q: 3 clusters Score -1664748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1664757.500000 Penalty: 4715.487793
	Iteration 52Q: 3 clusters Score -1664758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1664757.000000 Penalty: 4715.487793
	Iteration 53Q: 3 clusters Score -1664757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1664758.875000 Penalty: 4715.487793
	Iteration 54Q: 3 clusters Score -1664759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1664764.125000 Penalty: 4715.487793
	Iteration 55Q: 3 clusters Score -1664764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1664770.000000 Penalty: 4715.487793
	Iteration 56Q: 3 clusters Score -1664770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1664774.625000 Penalty: 4715.487793
	Iteration 57Q: 3 clusters Score -1664775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1664778.250000 Penalty: 4715.487793
	Iteration 58Q: 3 clusters Score -1664778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1664783.000000 Penalty: 4715.487793
	Iteration 59Q: 3 clusters Score -1664783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1664788.750000 Penalty: 4715.487793
	Iteration 60F: 3 clusters Score -1664789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1664793.500000 Penalty: 4715.487793
	Iteration 61Q: 3 clusters Score -1664794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1664798.750000 Penalty: 4715.487793
	Iteration 62Q: 3 clusters Score -1664799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1664807.250000 Penalty: 4715.487793
	Iteration 63Q: 3 clusters Score -1664807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1664811.375000 Penalty: 4715.487793
	Iteration 64Q: 3 clusters Score -1664811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1664820.250000 Penalty: 4715.487793
	Iteration 65Q: 3 clusters Score -1664820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1664820.875000 Penalty: 4715.487793
	Iteration 66Q: 3 clusters Score -1664821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1664826.375000 Penalty: 4715.487793
	Iteration 67Q: 3 clusters Score -1664826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1664826.375000 Penalty: 4715.487793
	Iteration 68Q: 3 clusters Score -1664826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1664824.000000 Penalty: 4715.487793
	Iteration 69Q: 3 clusters Score -1664824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1664826.875000 Penalty: 4715.487793
	Iteration 70Q: 3 clusters Score -1664827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1664832.250000 Penalty: 4715.487793
	Iteration 71Q: 3 clusters Score -1664832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1664833.500000 Penalty: 4715.487793
	Iteration 72Q: 3 clusters Score -1664834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1664832.375000 Penalty: 4715.487793
	Iteration 73Q: 3 clusters Score -1664832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1664834.000000 Penalty: 4715.487793
	Iteration 74Q: 3 clusters Score -1664834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1664834.000000 Penalty: 4715.487793
	Iteration 75F: 3 clusters Score -1664834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Entering Unmasked Estep 
Score: -291781.375000 Penalty: 1958.437256
	Iteration 0F: 2 clusters Score -291781.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -288722.937500 Penalty: 3916.874512
	Iteration 0F: 3 clusters Score -288722.9 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -289336.500000 Penalty: 3916.874512
	Iteration 1F: 3 clusters Score -289336.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -289558.250000 Penalty: 3916.874512
	Iteration 2F: 3 clusters Score -289558.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -289720.812500 Penalty: 3916.874512
	Iteration 3F: 3 clusters Score -289720.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -289848.781250 Penalty: 3916.874512
	Iteration 4Q: 3 clusters Score -289848.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -289968.906250 Penalty: 3916.874512
	Iteration 5Q: 3 clusters Score -289968.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -290081.062500 Penalty: 3916.874512
	Iteration 6Q: 3 clusters Score -290081.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -290175.968750 Penalty: 3916.874512
	Iteration 7Q: 3 clusters Score -290176 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -290247.625000 Penalty: 3916.874512
	Iteration 8Q: 3 clusters Score -290247.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -290300.781250 Penalty: 3916.874512
	Iteration 9Q: 3 clusters Score -290300.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -290336.000000 Penalty: 3916.874512
	Iteration 10Q: 3 clusters Score -290336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -290352.906250 Penalty: 3916.874512
	Iteration 11Q: 3 clusters Score -290352.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -290362.718750 Penalty: 3916.874512
	Iteration 12Q: 3 clusters Score -290362.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -290369.406250 Penalty: 3916.874512
	Iteration 13Q: 3 clusters Score -290369.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -290376.562500 Penalty: 3916.874512
	Iteration 14Q: 3 clusters Score -290376.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -290380.875000 Penalty: 3916.874512
	Iteration 15Q: 3 clusters Score -290380.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -290385.906250 Penalty: 3916.874512
	Iteration 16Q: 3 clusters Score -290385.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -290394.718750 Penalty: 3916.874512
	Iteration 17Q: 3 clusters Score -290394.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -290400.375000 Penalty: 3916.874512
	Iteration 18Q: 3 clusters Score -290400.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -290402.875000 Penalty: 3916.874512
	Iteration 19Q: 3 clusters Score -290402.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -290408.906250 Penalty: 3916.874512
	Iteration 20F: 3 clusters Score -290408.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -290411.562500 Penalty: 3916.874512
	Iteration 21Q: 3 clusters Score -290411.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -290414.718750 Penalty: 3916.874512
	Iteration 22Q: 3 clusters Score -290414.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -290416.906250 Penalty: 3916.874512
	Iteration 23Q: 3 clusters Score -290416.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -290419.125000 Penalty: 3916.874512
	Iteration 24Q: 3 clusters Score -290419.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -290420.906250 Penalty: 3916.874512
	Iteration 25Q: 3 clusters Score -290420.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -290422.218750 Penalty: 3916.874512
	Iteration 26Q: 3 clusters Score -290422.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -290422.750000 Penalty: 3916.874512
	Iteration 27Q: 3 clusters Score -290422.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -290422.750000 Penalty: 3916.874512
	Iteration 28F: 3 clusters Score -290422.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48646.425781 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -48646.43 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 290 members 
Entering Unmasked Estep 
Score: -47141.839844 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -47141.84 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47475.234375 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -47475.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47608.437500 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -47608.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47688.171875 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -47688.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -47722.976562 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -47722.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -47739.070312 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -47739.07 nChanged 5
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: -47751.312500 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -47751.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47767.632812 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -47767.63 nChanged 7
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: -47789.921875 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -47789.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47821.851562 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -47821.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47868.085938 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -47868.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47934.316406 Penalty: 3156.062012
	Iteration 11Q: 3 clusters Score -47934.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47993.339844 Penalty: 3156.062012
	Iteration 12Q: 3 clusters Score -47993.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48051.671875 Penalty: 3156.062012
	Iteration 13Q: 3 clusters Score -48051.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -48085.863281 Penalty: 3156.062012
	Iteration 14Q: 3 clusters Score -48085.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48100.007812 Penalty: 3156.062012
	Iteration 15Q: 3 clusters Score -48100.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48111.699219 Penalty: 3156.062012
	Iteration 16Q: 3 clusters Score -48111.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -48120.160156 Penalty: 3156.062012
	Iteration 17Q: 3 clusters Score -48120.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -48130.726562 Penalty: 3156.062012
	Iteration 18F: 3 clusters Score -48130.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48145.652344 Penalty: 3156.062012
	Iteration 19Q: 3 clusters Score -48145.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48147.683594 Penalty: 3156.062012
	Iteration 20F: 3 clusters Score -48147.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Entering Unmasked Estep 
Score: -4004220.000000 Penalty: 2584.090332
	Iteration 0F: 2 clusters Score -4004220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3981196.750000 Penalty: 5168.180664
	Iteration 0F: 3 clusters Score -3981197 nChanged 15235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -3989444.750000 Penalty: 5168.180664
	Iteration 1F: 3 clusters Score -3989445 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3989872.750000 Penalty: 5168.180664
	Iteration 2Q: 3 clusters Score -3989873 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -3990187.750000 Penalty: 5168.180664
	Iteration 3Q: 3 clusters Score -3990188 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3990448.500000 Penalty: 5168.180664
	Iteration 4Q: 3 clusters Score -3990448 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3990645.500000 Penalty: 5168.180664
	Iteration 5Q: 3 clusters Score -3990646 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -3990868.500000 Penalty: 5168.180664
	Iteration 6Q: 3 clusters Score -3990868 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3991127.750000 Penalty: 5168.180664
	Iteration 7Q: 3 clusters Score -3991128 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3991429.250000 Penalty: 5168.180664
	Iteration 8Q: 3 clusters Score -3991429 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -3991891.500000 Penalty: 5168.180664
	Iteration 9Q: 3 clusters Score -3991892 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3992623.750000 Penalty: 5168.180664
	Iteration 10Q: 3 clusters Score -3992624 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -3993765.750000 Penalty: 5168.180664
	Iteration 11Q: 3 clusters Score -3993766 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3995390.750000 Penalty: 5168.180664
	Iteration 12F: 3 clusters Score -3995391 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -3997158.250000 Penalty: 5168.180664
	Iteration 13F: 3 clusters Score -3997158 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -3998621.750000 Penalty: 5168.180664
	Iteration 14F: 3 clusters Score -3998622 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -3999652.250000 Penalty: 5168.180664
	Iteration 15Q: 3 clusters Score -3999652 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4000341.750000 Penalty: 5168.180664
	Iteration 16Q: 3 clusters Score -4000342 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4000809.750000 Penalty: 5168.180664
	Iteration 17Q: 3 clusters Score -4000810 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4001137.000000 Penalty: 5168.180664
	Iteration 18Q: 3 clusters Score -4001137 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4001362.000000 Penalty: 5168.180664
	Iteration 19Q: 3 clusters Score -4001362 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4001503.500000 Penalty: 5168.180664
	Iteration 20F: 3 clusters Score -4001504 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4001629.000000 Penalty: 5168.180664
	Iteration 21Q: 3 clusters Score -4001629 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4001719.000000 Penalty: 5168.180664
	Iteration 22Q: 3 clusters Score -4001719 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4001778.500000 Penalty: 5168.180664
	Iteration 23Q: 3 clusters Score -4001778 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4001834.000000 Penalty: 5168.180664
	Iteration 24Q: 3 clusters Score -4001834 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4001883.000000 Penalty: 5168.180664
	Iteration 25Q: 3 clusters Score -4001883 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4001928.000000 Penalty: 5168.180664
	Iteration 26Q: 3 clusters Score -4001928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4001950.000000 Penalty: 5168.180664
	Iteration 27Q: 3 clusters Score -4001950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4001988.750000 Penalty: 5168.180664
	Iteration 28Q: 3 clusters Score -4001989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4001996.750000 Penalty: 5168.180664
	Iteration 29Q: 3 clusters Score -4001997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4002008.750000 Penalty: 5168.180664
	Iteration 30Q: 3 clusters Score -4002009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4002012.500000 Penalty: 5168.180664
	Iteration 31Q: 3 clusters Score -4002012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4002024.250000 Penalty: 5168.180664
	Iteration 32Q: 3 clusters Score -4002024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4002032.500000 Penalty: 5168.180664
	Iteration 33Q: 3 clusters Score -4002032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4002036.000000 Penalty: 5168.180664
	Iteration 34Q: 3 clusters Score -4002036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4002040.750000 Penalty: 5168.180664
	Iteration 35Q: 3 clusters Score -4002041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4002040.750000 Penalty: 5168.180664
	Iteration 36F: 3 clusters Score -4002041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176021 members 
Entering Unmasked Estep 
Score: -21464954.000000 Penalty: 2995.432861
	Iteration 0F: 2 clusters Score -2.146495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88023 members 
Mstep: Class 2 contains 87998 members 
Entering Unmasked Estep 
Score: -21348884.000000 Penalty: 5990.865723
	Iteration 0F: 3 clusters Score -2.134888e+07 nChanged 84497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90050 members 
Mstep: Class 2 contains 85971 members 
Entering Unmasked Estep 
Score: -21398926.000000 Penalty: 5990.865723
	Iteration 1F: 3 clusters Score -2.139893e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91015 members 
Mstep: Class 2 contains 85006 members 
Entering Unmasked Estep 
Score: -21400162.000000 Penalty: 5990.865723
	Iteration 2Q: 3 clusters Score -2.140016e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92380 members 
Mstep: Class 2 contains 83641 members 
Entering Unmasked Estep 
Score: -21402128.000000 Penalty: 5990.865723
	Iteration 3Q: 3 clusters Score -2.140213e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94559 members 
Mstep: Class 2 contains 81462 members 
Entering Unmasked Estep 
Score: -21404808.000000 Penalty: 5990.865723
	Iteration 4Q: 3 clusters Score -2.140481e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97914 members 
Mstep: Class 2 contains 78107 members 
Entering Unmasked Estep 
Score: -21409106.000000 Penalty: 5990.865723
	Iteration 5Q: 3 clusters Score -2.140911e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102717 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -21415664.000000 Penalty: 5990.865723
	Iteration 6F: 3 clusters Score -2.141566e+07 nChanged 12105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108844 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -21424830.000000 Penalty: 5990.865723
	Iteration 7F: 3 clusters Score -2.142483e+07 nChanged 12612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115220 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -21435678.000000 Penalty: 5990.865723
	Iteration 8F: 3 clusters Score -2.143568e+07 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120116 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -21443646.000000 Penalty: 5990.865723
	Iteration 9F: 3 clusters Score -2.144365e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123663 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -21447368.000000 Penalty: 5990.865723
	Iteration 10Q: 3 clusters Score -2.144737e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126711 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -21449132.000000 Penalty: 5990.865723
	Iteration 11Q: 3 clusters Score -2.144913e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129712 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -21450646.000000 Penalty: 5990.865723
	Iteration 12Q: 3 clusters Score -2.145065e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132585 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -21452022.000000 Penalty: 5990.865723
	Iteration 13Q: 3 clusters Score -2.145202e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135327 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -21453262.000000 Penalty: 5990.865723
	Iteration 14Q: 3 clusters Score -2.145326e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138018 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -21454488.000000 Penalty: 5990.865723
	Iteration 15Q: 3 clusters Score -2.145449e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140653 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -21455514.000000 Penalty: 5990.865723
	Iteration 16Q: 3 clusters Score -2.145551e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143193 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -21456374.000000 Penalty: 5990.865723
	Iteration 17Q: 3 clusters Score -2.145637e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145634 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -21457276.000000 Penalty: 5990.865723
	Iteration 18Q: 3 clusters Score -2.145728e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147999 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -21458008.000000 Penalty: 5990.865723
	Iteration 19Q: 3 clusters Score -2.145801e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150248 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -21458638.000000 Penalty: 5990.865723
	Iteration 20F: 3 clusters Score -2.145864e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152385 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -21459314.000000 Penalty: 5990.865723
	Iteration 21Q: 3 clusters Score -2.145931e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154385 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -21459978.000000 Penalty: 5990.865723
	Iteration 22Q: 3 clusters Score -2.145998e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156222 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -21460486.000000 Penalty: 5990.865723
	Iteration 23Q: 3 clusters Score -2.146049e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157967 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -21460908.000000 Penalty: 5990.865723
	Iteration 24Q: 3 clusters Score -2.146091e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159534 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -21461332.000000 Penalty: 5990.865723
	Iteration 25Q: 3 clusters Score -2.146133e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160969 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -21461682.000000 Penalty: 5990.865723
	Iteration 26Q: 3 clusters Score -2.146168e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162277 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -21461910.000000 Penalty: 5990.865723
	Iteration 27Q: 3 clusters Score -2.146191e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163500 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -21462256.000000 Penalty: 5990.865723
	Iteration 28Q: 3 clusters Score -2.146226e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164606 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -21462466.000000 Penalty: 5990.865723
	Iteration 29Q: 3 clusters Score -2.146247e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165573 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -21462728.000000 Penalty: 5990.865723
	Iteration 30Q: 3 clusters Score -2.146273e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166450 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -21462898.000000 Penalty: 5990.865723
	Iteration 31Q: 3 clusters Score -2.14629e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167222 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -21463032.000000 Penalty: 5990.865723
	Iteration 32Q: 3 clusters Score -2.146303e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167897 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -21463144.000000 Penalty: 5990.865723
	Iteration 33Q: 3 clusters Score -2.146314e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168472 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -21463176.000000 Penalty: 5990.865723
	Iteration 34Q: 3 clusters Score -2.146318e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168958 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -21463268.000000 Penalty: 5990.865723
	Iteration 35Q: 3 clusters Score -2.146327e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169379 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -21463362.000000 Penalty: 5990.865723
	Iteration 36Q: 3 clusters Score -2.146336e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169726 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -21463412.000000 Penalty: 5990.865723
	Iteration 37Q: 3 clusters Score -2.146341e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170040 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -21463428.000000 Penalty: 5990.865723
	Iteration 38Q: 3 clusters Score -2.146343e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170301 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -21463418.000000 Penalty: 5990.865723
	Iteration 39Q: 3 clusters Score -2.146342e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170564 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -21463470.000000 Penalty: 5990.865723
	Iteration 40F: 3 clusters Score -2.146347e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170795 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -21463460.000000 Penalty: 5990.865723
	Iteration 41Q: 3 clusters Score -2.146346e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170987 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -21463476.000000 Penalty: 5990.865723
	Iteration 42Q: 3 clusters Score -2.146348e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171163 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -21463464.000000 Penalty: 5990.865723
	Iteration 43Q: 3 clusters Score -2.146346e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171309 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -21463482.000000 Penalty: 5990.865723
	Iteration 44Q: 3 clusters Score -2.146348e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171451 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -21463484.000000 Penalty: 5990.865723
	Iteration 45Q: 3 clusters Score -2.146348e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171582 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -21463488.000000 Penalty: 5990.865723
	Iteration 46Q: 3 clusters Score -2.146349e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171701 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -21463532.000000 Penalty: 5990.865723
	Iteration 47Q: 3 clusters Score -2.146353e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171808 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -21463564.000000 Penalty: 5990.865723
	Iteration 48Q: 3 clusters Score -2.146356e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171911 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -21463592.000000 Penalty: 5990.865723
	Iteration 49Q: 3 clusters Score -2.146359e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171998 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -21463610.000000 Penalty: 5990.865723
	Iteration 50Q: 3 clusters Score -2.146361e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172061 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -21463618.000000 Penalty: 5990.865723
	Iteration 51Q: 3 clusters Score -2.146362e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172113 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -21463612.000000 Penalty: 5990.865723
	Iteration 52Q: 3 clusters Score -2.146361e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172164 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -21463618.000000 Penalty: 5990.865723
	Iteration 53Q: 3 clusters Score -2.146362e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172211 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -21463598.000000 Penalty: 5990.865723
	Iteration 54Q: 3 clusters Score -2.14636e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172249 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -21463590.000000 Penalty: 5990.865723
	Iteration 55Q: 3 clusters Score -2.146359e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172282 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -21463566.000000 Penalty: 5990.865723
	Iteration 56Q: 3 clusters Score -2.146357e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172314 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -21463564.000000 Penalty: 5990.865723
	Iteration 57Q: 3 clusters Score -2.146356e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172340 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -21463586.000000 Penalty: 5990.865723
	Iteration 58Q: 3 clusters Score -2.146359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172367 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -21463564.000000 Penalty: 5990.865723
	Iteration 59Q: 3 clusters Score -2.146356e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172390 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -21463602.000000 Penalty: 5990.865723
	Iteration 60F: 3 clusters Score -2.14636e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172410 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -21463578.000000 Penalty: 5990.865723
	Iteration 61Q: 3 clusters Score -2.146358e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172432 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -21463600.000000 Penalty: 5990.865723
	Iteration 62Q: 3 clusters Score -2.14636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172449 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -21463616.000000 Penalty: 5990.865723
	Iteration 63Q: 3 clusters Score -2.146362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172457 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -21463610.000000 Penalty: 5990.865723
	Iteration 64Q: 3 clusters Score -2.146361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172463 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -21463612.000000 Penalty: 5990.865723
	Iteration 65Q: 3 clusters Score -2.146361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172470 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -21463624.000000 Penalty: 5990.865723
	Iteration 66Q: 3 clusters Score -2.146362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172481 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -21463600.000000 Penalty: 5990.865723
	Iteration 67Q: 3 clusters Score -2.14636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172488 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -21463606.000000 Penalty: 5990.865723
	Iteration 68Q: 3 clusters Score -2.146361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172493 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -21463632.000000 Penalty: 5990.865723
	Iteration 69Q: 3 clusters Score -2.146363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172497 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -21463630.000000 Penalty: 5990.865723
	Iteration 70Q: 3 clusters Score -2.146363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172500 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -21463630.000000 Penalty: 5990.865723
	Iteration 71Q: 3 clusters Score -2.146363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172502 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -21463620.000000 Penalty: 5990.865723
	Iteration 72Q: 3 clusters Score -2.146362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172507 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -21463622.000000 Penalty: 5990.865723
	Iteration 73Q: 3 clusters Score -2.146362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172509 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -21463624.000000 Penalty: 5990.865723
	Iteration 74Q: 3 clusters Score -2.146362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172512 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -21463614.000000 Penalty: 5990.865723
	Iteration 75Q: 3 clusters Score -2.146361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172515 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -21463626.000000 Penalty: 5990.865723
	Iteration 76Q: 3 clusters Score -2.146363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172521 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -21463638.000000 Penalty: 5990.865723
	Iteration 77Q: 3 clusters Score -2.146364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172527 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -21463644.000000 Penalty: 5990.865723
	Iteration 78Q: 3 clusters Score -2.146364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172530 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -21463640.000000 Penalty: 5990.865723
	Iteration 79Q: 3 clusters Score -2.146364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172532 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -21463656.000000 Penalty: 5990.865723
	Iteration 80F: 3 clusters Score -2.146366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172535 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -21463652.000000 Penalty: 5990.865723
	Iteration 81Q: 3 clusters Score -2.146365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172537 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -21463662.000000 Penalty: 5990.865723
	Iteration 82Q: 3 clusters Score -2.146366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172538 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -21463660.000000 Penalty: 5990.865723
	Iteration 83Q: 3 clusters Score -2.146366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172538 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -21463660.000000 Penalty: 5990.865723
	Iteration 84F: 3 clusters Score -2.146366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -122278.062500 Penalty: 1760.602051
	Iteration 0F: 2 clusters Score -122278.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -120165.906250 Penalty: 3521.204102
	Iteration 0F: 3 clusters Score -120165.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -120544.476562 Penalty: 3521.204102
	Iteration 1F: 3 clusters Score -120544.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -120704.218750 Penalty: 3521.204102
	Iteration 2F: 3 clusters Score -120704.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -120818.078125 Penalty: 3521.204102
	Iteration 3Q: 3 clusters Score -120818.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -120920.890625 Penalty: 3521.204102
	Iteration 4Q: 3 clusters Score -120920.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -121002.757812 Penalty: 3521.204102
	Iteration 5Q: 3 clusters Score -121002.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -121081.414062 Penalty: 3521.204102
	Iteration 6Q: 3 clusters Score -121081.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -121211.085938 Penalty: 3521.204102
	Iteration 7Q: 3 clusters Score -121211.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -121360.578125 Penalty: 3521.204102
	Iteration 8Q: 3 clusters Score -121360.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -121474.640625 Penalty: 3521.204102
	Iteration 9Q: 3 clusters Score -121474.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -121601.570312 Penalty: 3521.204102
	Iteration 10Q: 3 clusters Score -121601.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -121746.234375 Penalty: 3521.204102
	Iteration 11Q: 3 clusters Score -121746.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -121894.460938 Penalty: 3521.204102
	Iteration 12Q: 3 clusters Score -121894.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -122055.429688 Penalty: 3521.204102
	Iteration 13Q: 3 clusters Score -122055.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -122191.726562 Penalty: 3521.204102
	Iteration 14Q: 3 clusters Score -122191.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -122320.187500 Penalty: 3521.204102
	Iteration 15Q: 3 clusters Score -122320.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -122442.507812 Penalty: 3521.204102
	Iteration 16Q: 3 clusters Score -122442.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -122526.187500 Penalty: 3521.204102
	Iteration 17Q: 3 clusters Score -122526.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -122593.835938 Penalty: 3521.204102
	Iteration 18Q: 3 clusters Score -122593.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -122651.570312 Penalty: 3521.204102
	Iteration 19Q: 3 clusters Score -122651.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -122677.890625 Penalty: 3521.204102
	Iteration 20F: 3 clusters Score -122677.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -122701.882812 Penalty: 3521.204102
	Iteration 21Q: 3 clusters Score -122701.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -122711.632812 Penalty: 3521.204102
	Iteration 22Q: 3 clusters Score -122711.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -122721.804688 Penalty: 3521.204102
	Iteration 23Q: 3 clusters Score -122721.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -122735.648438 Penalty: 3521.204102
	Iteration 24Q: 3 clusters Score -122735.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -122744.875000 Penalty: 3521.204102
	Iteration 25Q: 3 clusters Score -122744.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -122752.187500 Penalty: 3521.204102
	Iteration 26Q: 3 clusters Score -122752.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -122756.921875 Penalty: 3521.204102
	Iteration 27Q: 3 clusters Score -122756.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -122762.164062 Penalty: 3521.204102
	Iteration 28Q: 3 clusters Score -122762.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -122767.937500 Penalty: 3521.204102
	Iteration 29Q: 3 clusters Score -122767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -122773.937500 Penalty: 3521.204102
	Iteration 30Q: 3 clusters Score -122773.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -122774.234375 Penalty: 3521.204102
	Iteration 31Q: 3 clusters Score -122774.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -122774.234375 Penalty: 3521.204102
	Iteration 32F: 3 clusters Score -122774.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61259 members 
Mstep: Class 4 contains 224090 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 139807 members 
Mstep: Class 7 contains 11452 members 
Mstep: Class 8 contains 188320 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13454 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 33514 members 
Mstep: Class 19 contains 176021 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
Score: -104296080.000000 Penalty: 64462.460938
Splitting cluster 21 changes total score from -104297224.000000 to -104296080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Entering Unmasked Estep 
Score: -426872.906250 Penalty: 2040.720337
	Iteration 0F: 2 clusters Score -426872.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -423137.187500 Penalty: 4081.440674
	Iteration 0F: 3 clusters Score -423137.2 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -423959.656250 Penalty: 4081.440674
	Iteration 1F: 3 clusters Score -423959.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -424118.468750 Penalty: 4081.440674
	Iteration 2F: 3 clusters Score -424118.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -424214.906250 Penalty: 4081.440674
	Iteration 3Q: 3 clusters Score -424214.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -424265.156250 Penalty: 4081.440674
	Iteration 4Q: 3 clusters Score -424265.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -424307.812500 Penalty: 4081.440674
	Iteration 5Q: 3 clusters Score -424307.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -424340.031250 Penalty: 4081.440674
	Iteration 6Q: 3 clusters Score -424340 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -424367.000000 Penalty: 4081.440674
	Iteration 7Q: 3 clusters Score -424367 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -424387.218750 Penalty: 4081.440674
	Iteration 8Q: 3 clusters Score -424387.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -424403.593750 Penalty: 4081.440674
	Iteration 9Q: 3 clusters Score -424403.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -424417.625000 Penalty: 4081.440674
	Iteration 10Q: 3 clusters Score -424417.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -424427.875000 Penalty: 4081.440674
	Iteration 11Q: 3 clusters Score -424427.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -424434.312500 Penalty: 4081.440674
	Iteration 12Q: 3 clusters Score -424434.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -424438.687500 Penalty: 4081.440674
	Iteration 13Q: 3 clusters Score -424438.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -424444.156250 Penalty: 4081.440674
	Iteration 14Q: 3 clusters Score -424444.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -424452.468750 Penalty: 4081.440674
	Iteration 15Q: 3 clusters Score -424452.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -424456.937500 Penalty: 4081.440674
	Iteration 16Q: 3 clusters Score -424456.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -424463.343750 Penalty: 4081.440674
	Iteration 17Q: 3 clusters Score -424463.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -424468.468750 Penalty: 4081.440674
	Iteration 18Q: 3 clusters Score -424468.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -424474.031250 Penalty: 4081.440674
	Iteration 19Q: 3 clusters Score -424474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -424479.843750 Penalty: 4081.440674
	Iteration 20F: 3 clusters Score -424479.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -424486.656250 Penalty: 4081.440674
	Iteration 21Q: 3 clusters Score -424486.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -424494.125000 Penalty: 4081.440674
	Iteration 22Q: 3 clusters Score -424494.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -424499.312500 Penalty: 4081.440674
	Iteration 23Q: 3 clusters Score -424499.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -424505.281250 Penalty: 4081.440674
	Iteration 24Q: 3 clusters Score -424505.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -424510.125000 Penalty: 4081.440674
	Iteration 25Q: 3 clusters Score -424510.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -424513.250000 Penalty: 4081.440674
	Iteration 26Q: 3 clusters Score -424513.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -424516.781250 Penalty: 4081.440674
	Iteration 27Q: 3 clusters Score -424516.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -424519.656250 Penalty: 4081.440674
	Iteration 28Q: 3 clusters Score -424519.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -424521.281250 Penalty: 4081.440674
	Iteration 29Q: 3 clusters Score -424521.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -424523.500000 Penalty: 4081.440674
	Iteration 30Q: 3 clusters Score -424523.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -424525.375000 Penalty: 4081.440674
	Iteration 31Q: 3 clusters Score -424525.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -424527.875000 Penalty: 4081.440674
	Iteration 32Q: 3 clusters Score -424527.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -424529.625000 Penalty: 4081.440674
	Iteration 33Q: 3 clusters Score -424529.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -424533.812500 Penalty: 4081.440674
	Iteration 34Q: 3 clusters Score -424533.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -424533.781250 Penalty: 4081.440674
	Iteration 35Q: 3 clusters Score -424533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -424535.093750 Penalty: 4081.440674
	Iteration 36Q: 3 clusters Score -424535.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -424534.968750 Penalty: 4081.440674
	Iteration 37Q: 3 clusters Score -424535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -424534.343750 Penalty: 4081.440674
	Iteration 38Q: 3 clusters Score -424534.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -424536.187500 Penalty: 4081.440674
	Iteration 39Q: 3 clusters Score -424536.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -424536.031250 Penalty: 4081.440674
	Iteration 40F: 3 clusters Score -424536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -424536.468750 Penalty: 4081.440674
	Iteration 41Q: 3 clusters Score -424536.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -424536.468750 Penalty: 4081.440674
	Iteration 42F: 3 clusters Score -424536.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61259 members 
Mstep: Class 4 contains 224090 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 139807 members 
Mstep: Class 7 contains 11452 members 
Mstep: Class 8 contains 188320 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13454 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33514 members 
Mstep: Class 19 contains 176021 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297232.000000 Penalty: 61069.699219
Iteration 279Q: 19 clusters Score -1.042972e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61256 members 
Mstep: Class 4 contains 224064 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 139959 members 
Mstep: Class 7 contains 11450 members 
Mstep: Class 8 contains 188221 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13466 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33514 members 
Mstep: Class 19 contains 175985 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297240.000000 Penalty: 61069.699219
Iteration 280F: 19 clusters Score -1.042972e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61252 members 
Mstep: Class 4 contains 224041 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 140117 members 
Mstep: Class 7 contains 11446 members 
Mstep: Class 8 contains 188126 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13484 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33509 members 
Mstep: Class 19 contains 175941 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297160.000000 Penalty: 61069.699219
Iteration 281Q: 19 clusters Score -1.042972e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61248 members 
Mstep: Class 4 contains 223997 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 140290 members 
Mstep: Class 7 contains 11441 members 
Mstep: Class 8 contains 188036 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13490 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33504 members 
Mstep: Class 19 contains 175910 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297128.000000 Penalty: 61069.699219
Iteration 282Q: 19 clusters Score -1.042971e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61244 members 
Mstep: Class 4 contains 223985 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 140456 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 187918 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33496 members 
Mstep: Class 19 contains 175883 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297088.000000 Penalty: 61069.699219
Iteration 283Q: 19 clusters Score -1.042971e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61239 members 
Mstep: Class 4 contains 223960 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 140622 members 
Mstep: Class 7 contains 11428 members 
Mstep: Class 8 contains 187816 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13503 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33498 members 
Mstep: Class 19 contains 175846 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297048.000000 Penalty: 61069.699219
Iteration 284Q: 19 clusters Score -1.04297e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61237 members 
Mstep: Class 4 contains 223923 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 140784 members 
Mstep: Class 7 contains 11427 members 
Mstep: Class 8 contains 187722 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13516 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33494 members 
Mstep: Class 19 contains 175804 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297016.000000 Penalty: 61069.699219
Iteration 285Q: 19 clusters Score -1.04297e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61233 members 
Mstep: Class 4 contains 223888 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 140943 members 
Mstep: Class 7 contains 11424 members 
Mstep: Class 8 contains 187633 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13532 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33492 members 
Mstep: Class 19 contains 175762 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296888.000000 Penalty: 61069.699219
Iteration 286Q: 19 clusters Score -1.042969e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61233 members 
Mstep: Class 4 contains 223856 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 141106 members 
Mstep: Class 7 contains 11425 members 
Mstep: Class 8 contains 187540 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13540 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33490 members 
Mstep: Class 19 contains 175713 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296992.000000 Penalty: 61069.699219
Iteration 287Q: 19 clusters Score -1.04297e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61232 members 
Mstep: Class 4 contains 223823 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 141286 members 
Mstep: Class 7 contains 11426 members 
Mstep: Class 8 contains 187437 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13552 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33484 members 
Mstep: Class 19 contains 175660 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297008.000000 Penalty: 61069.699219
Iteration 288Q: 19 clusters Score -1.04297e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61230 members 
Mstep: Class 4 contains 223798 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 141456 members 
Mstep: Class 7 contains 11424 members 
Mstep: Class 8 contains 187339 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13574 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33472 members 
Mstep: Class 19 contains 175609 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297096.000000 Penalty: 61069.699219
Iteration 289Q: 19 clusters Score -1.042971e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61226 members 
Mstep: Class 4 contains 223770 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 141637 members 
Mstep: Class 7 contains 11425 members 
Mstep: Class 8 contains 187216 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13588 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33469 members 
Mstep: Class 19 contains 175571 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296944.000000 Penalty: 61069.699219
Iteration 290Q: 19 clusters Score -1.042969e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61222 members 
Mstep: Class 4 contains 223726 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 141812 members 
Mstep: Class 7 contains 11425 members 
Mstep: Class 8 contains 187107 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13600 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33466 members 
Mstep: Class 19 contains 175543 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296920.000000 Penalty: 61069.699219
Iteration 291Q: 19 clusters Score -1.042969e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61223 members 
Mstep: Class 4 contains 223681 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 142026 members 
Mstep: Class 7 contains 11428 members 
Mstep: Class 8 contains 186960 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13609 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33463 members 
Mstep: Class 19 contains 175510 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296888.000000 Penalty: 61069.699219
Iteration 292Q: 19 clusters Score -1.042969e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61229 members 
Mstep: Class 4 contains 223639 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 142256 members 
Mstep: Class 7 contains 11428 members 
Mstep: Class 8 contains 186788 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33466 members 
Mstep: Class 19 contains 175476 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296808.000000 Penalty: 61069.699219
Iteration 293Q: 19 clusters Score -1.042968e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61222 members 
Mstep: Class 4 contains 223585 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 142512 members 
Mstep: Class 7 contains 11428 members 
Mstep: Class 8 contains 186623 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13636 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33465 members 
Mstep: Class 19 contains 175438 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296864.000000 Penalty: 61069.699219
Iteration 294Q: 19 clusters Score -1.042969e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61215 members 
Mstep: Class 4 contains 223538 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 142780 members 
Mstep: Class 7 contains 11427 members 
Mstep: Class 8 contains 186430 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13647 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33466 members 
Mstep: Class 19 contains 175404 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296848.000000 Penalty: 61069.699219
Iteration 295Q: 19 clusters Score -1.042968e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61211 members 
Mstep: Class 4 contains 223482 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 143069 members 
Mstep: Class 7 contains 11427 members 
Mstep: Class 8 contains 186236 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13659 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33465 members 
Mstep: Class 19 contains 175355 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296832.000000 Penalty: 61069.699219
Iteration 296Q: 19 clusters Score -1.042968e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61209 members 
Mstep: Class 4 contains 223429 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 143377 members 
Mstep: Class 7 contains 11427 members 
Mstep: Class 8 contains 186038 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13666 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33464 members 
Mstep: Class 19 contains 175290 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296800.000000 Penalty: 61069.699219
Iteration 297Q: 19 clusters Score -1.042968e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61204 members 
Mstep: Class 4 contains 223392 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 143678 members 
Mstep: Class 7 contains 11427 members 
Mstep: Class 8 contains 185868 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13665 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33465 members 
Mstep: Class 19 contains 175198 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296920.000000 Penalty: 61069.699219
Iteration 298Q: 19 clusters Score -1.042969e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61197 members 
Mstep: Class 4 contains 223330 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 143995 members 
Mstep: Class 7 contains 11426 members 
Mstep: Class 8 contains 185721 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13666 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33465 members 
Mstep: Class 19 contains 175096 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297024.000000 Penalty: 61069.699219
Iteration 299Q: 19 clusters Score -1.04297e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61191 members 
Mstep: Class 4 contains 223249 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 144306 members 
Mstep: Class 7 contains 11422 members 
Mstep: Class 8 contains 185563 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13676 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33468 members 
Mstep: Class 19 contains 175022 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297416.000000 Penalty: 61069.699219
Iteration 300F: 19 clusters Score -1.042974e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61171 members 
Mstep: Class 4 contains 223170 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 144654 members 
Mstep: Class 7 contains 11423 members 
Mstep: Class 8 contains 185401 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13683 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33469 members 
Mstep: Class 19 contains 174927 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297416.000000 Penalty: 61069.699219
Iteration 301Q: 19 clusters Score -1.042974e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61169 members 
Mstep: Class 4 contains 223080 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 144964 members 
Mstep: Class 7 contains 11424 members 
Mstep: Class 8 contains 185257 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13694 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33470 members 
Mstep: Class 19 contains 174842 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297440.000000 Penalty: 61069.699219
Iteration 302Q: 19 clusters Score -1.042974e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61170 members 
Mstep: Class 4 contains 222946 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 145318 members 
Mstep: Class 7 contains 11424 members 
Mstep: Class 8 contains 185110 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13703 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33470 members 
Mstep: Class 19 contains 174755 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297376.000000 Penalty: 61069.699219
Iteration 303Q: 19 clusters Score -1.042974e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61176 members 
Mstep: Class 4 contains 222813 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 145662 members 
Mstep: Class 7 contains 11423 members 
Mstep: Class 8 contains 184962 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13721 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33468 members 
Mstep: Class 19 contains 174673 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297448.000000 Penalty: 61069.699219
Iteration 304Q: 19 clusters Score -1.042974e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61167 members 
Mstep: Class 4 contains 222691 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 146014 members 
Mstep: Class 7 contains 11421 members 
Mstep: Class 8 contains 184831 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13733 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33471 members 
Mstep: Class 19 contains 174575 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297472.000000 Penalty: 61069.699219
Iteration 305Q: 19 clusters Score -1.042975e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61157 members 
Mstep: Class 4 contains 222589 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 146346 members 
Mstep: Class 7 contains 11422 members 
Mstep: Class 8 contains 184691 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13744 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33469 members 
Mstep: Class 19 contains 174491 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297552.000000 Penalty: 61069.699219
Iteration 306Q: 19 clusters Score -1.042976e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61144 members 
Mstep: Class 4 contains 222480 members 
Mstep: Class 5 contains 3709 members 
Mstep: Class 6 contains 146708 members 
Mstep: Class 7 contains 11425 members 
Mstep: Class 8 contains 184519 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13768 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33470 members 
Mstep: Class 19 contains 174399 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297472.000000 Penalty: 61069.699219
Iteration 307Q: 19 clusters Score -1.042975e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61137 members 
Mstep: Class 4 contains 222361 members 
Mstep: Class 5 contains 3708 members 
Mstep: Class 6 contains 147102 members 
Mstep: Class 7 contains 11425 members 
Mstep: Class 8 contains 184338 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13794 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33463 members 
Mstep: Class 19 contains 174288 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297496.000000 Penalty: 61069.699219
Iteration 308Q: 19 clusters Score -1.042975e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61129 members 
Mstep: Class 4 contains 222261 members 
Mstep: Class 5 contains 3703 members 
Mstep: Class 6 contains 147504 members 
Mstep: Class 7 contains 11427 members 
Mstep: Class 8 contains 184123 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13825 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33469 members 
Mstep: Class 19 contains 174174 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297392.000000 Penalty: 61069.699219
Iteration 309Q: 19 clusters Score -1.042974e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61123 members 
Mstep: Class 4 contains 222147 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 147871 members 
Mstep: Class 7 contains 11435 members 
Mstep: Class 8 contains 183942 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4612 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13866 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33470 members 
Mstep: Class 19 contains 174062 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297264.000000 Penalty: 61069.699219
Iteration 310Q: 19 clusters Score -1.042973e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61111 members 
Mstep: Class 4 contains 222020 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 148252 members 
Mstep: Class 7 contains 11437 members 
Mstep: Class 8 contains 183769 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4611 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13896 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33463 members 
Mstep: Class 19 contains 173976 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297416.000000 Penalty: 61069.699219
Iteration 311Q: 19 clusters Score -1.042974e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61096 members 
Mstep: Class 4 contains 221867 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 148677 members 
Mstep: Class 7 contains 11441 members 
Mstep: Class 8 contains 183571 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4612 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13938 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33454 members 
Mstep: Class 19 contains 173881 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297568.000000 Penalty: 61069.699219
Iteration 312Q: 19 clusters Score -1.042976e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61093 members 
Mstep: Class 4 contains 221753 members 
Mstep: Class 5 contains 3683 members 
Mstep: Class 6 contains 149102 members 
Mstep: Class 7 contains 11449 members 
Mstep: Class 8 contains 183329 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4611 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 13975 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33446 members 
Mstep: Class 19 contains 173785 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297552.000000 Penalty: 61069.699219
Iteration 313Q: 19 clusters Score -1.042976e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61089 members 
Mstep: Class 4 contains 221605 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 149555 members 
Mstep: Class 7 contains 11448 members 
Mstep: Class 8 contains 183094 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4611 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 14010 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33442 members 
Mstep: Class 19 contains 173692 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297432.000000 Penalty: 61069.699219
Iteration 314Q: 19 clusters Score -1.042974e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61078 members 
Mstep: Class 4 contains 221480 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 150046 members 
Mstep: Class 7 contains 11444 members 
Mstep: Class 8 contains 182808 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 14054 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33444 members 
Mstep: Class 19 contains 173583 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297448.000000 Penalty: 61069.699219
Iteration 315Q: 19 clusters Score -1.042974e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61073 members 
Mstep: Class 4 contains 221351 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 150529 members 
Mstep: Class 7 contains 11447 members 
Mstep: Class 8 contains 182498 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 14109 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33447 members 
Mstep: Class 19 contains 173495 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297576.000000 Penalty: 61069.699219
Iteration 316Q: 19 clusters Score -1.042976e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61067 members 
Mstep: Class 4 contains 221215 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 151025 members 
Mstep: Class 7 contains 11448 members 
Mstep: Class 8 contains 182192 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 14158 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33453 members 
Mstep: Class 19 contains 173395 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297520.000000 Penalty: 61069.699219
Iteration 317Q: 19 clusters Score -1.042975e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61056 members 
Mstep: Class 4 contains 221052 members 
Mstep: Class 5 contains 3666 members 
Mstep: Class 6 contains 151553 members 
Mstep: Class 7 contains 11448 members 
Mstep: Class 8 contains 181870 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 14219 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33460 members 
Mstep: Class 19 contains 173301 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297640.000000 Penalty: 61069.699219
Iteration 318Q: 19 clusters Score -1.042976e+08 nChanged 1141
Entering ConstructFrom: 
Score: -104297640.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (5922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Entering Unmasked Estep 
Score: -713465.125000 Penalty: 2154.234619
	Iteration 0F: 2 clusters Score -713465.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -708367.500000 Penalty: 4308.469238
	Iteration 0F: 3 clusters Score -708367.5 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -709525.812500 Penalty: 4308.469238
	Iteration 1F: 3 clusters Score -709525.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -709724.250000 Penalty: 4308.469238
	Iteration 2F: 3 clusters Score -709724.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -709862.875000 Penalty: 4308.469238
	Iteration 3Q: 3 clusters Score -709862.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -709975.312500 Penalty: 4308.469238
	Iteration 4Q: 3 clusters Score -709975.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -710079.750000 Penalty: 4308.469238
	Iteration 5Q: 3 clusters Score -710079.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -710177.625000 Penalty: 4308.469238
	Iteration 6Q: 3 clusters Score -710177.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -710268.750000 Penalty: 4308.469238
	Iteration 7Q: 3 clusters Score -710268.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -710354.187500 Penalty: 4308.469238
	Iteration 8Q: 3 clusters Score -710354.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -710437.437500 Penalty: 4308.469238
	Iteration 9Q: 3 clusters Score -710437.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -710522.500000 Penalty: 4308.469238
	Iteration 10Q: 3 clusters Score -710522.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -710608.750000 Penalty: 4308.469238
	Iteration 11Q: 3 clusters Score -710608.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -710705.937500 Penalty: 4308.469238
	Iteration 12Q: 3 clusters Score -710705.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -710795.875000 Penalty: 4308.469238
	Iteration 13Q: 3 clusters Score -710795.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -710889.562500 Penalty: 4308.469238
	Iteration 14Q: 3 clusters Score -710889.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -710982.437500 Penalty: 4308.469238
	Iteration 15Q: 3 clusters Score -710982.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -711064.062500 Penalty: 4308.469238
	Iteration 16Q: 3 clusters Score -711064.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -711150.187500 Penalty: 4308.469238
	Iteration 17Q: 3 clusters Score -711150.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -711230.000000 Penalty: 4308.469238
	Iteration 18Q: 3 clusters Score -711230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -711293.875000 Penalty: 4308.469238
	Iteration 19Q: 3 clusters Score -711293.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -711350.875000 Penalty: 4308.469238
	Iteration 20F: 3 clusters Score -711350.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -711399.000000 Penalty: 4308.469238
	Iteration 21Q: 3 clusters Score -711399 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -711442.625000 Penalty: 4308.469238
	Iteration 22Q: 3 clusters Score -711442.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -711476.187500 Penalty: 4308.469238
	Iteration 23Q: 3 clusters Score -711476.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -711501.062500 Penalty: 4308.469238
	Iteration 24Q: 3 clusters Score -711501.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -711519.062500 Penalty: 4308.469238
	Iteration 25Q: 3 clusters Score -711519.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -711532.000000 Penalty: 4308.469238
	Iteration 26Q: 3 clusters Score -711532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -711538.312500 Penalty: 4308.469238
	Iteration 27Q: 3 clusters Score -711538.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -711544.687500 Penalty: 4308.469238
	Iteration 28Q: 3 clusters Score -711544.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -711554.625000 Penalty: 4308.469238
	Iteration 29Q: 3 clusters Score -711554.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -711562.000000 Penalty: 4308.469238
	Iteration 30Q: 3 clusters Score -711562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -711568.312500 Penalty: 4308.469238
	Iteration 31Q: 3 clusters Score -711568.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -711573.062500 Penalty: 4308.469238
	Iteration 32Q: 3 clusters Score -711573.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -711576.375000 Penalty: 4308.469238
	Iteration 33Q: 3 clusters Score -711576.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -711579.437500 Penalty: 4308.469238
	Iteration 34Q: 3 clusters Score -711579.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -711580.312500 Penalty: 4308.469238
	Iteration 35Q: 3 clusters Score -711580.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -711582.187500 Penalty: 4308.469238
	Iteration 36Q: 3 clusters Score -711582.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -711582.187500 Penalty: 4308.469238
	Iteration 37F: 3 clusters Score -711582.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -52702.187500 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -52702.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51203.757812 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -51203.76 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51491.148438 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -51491.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51615.902344 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -51615.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51679.917969 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -51679.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51712.476562 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -51712.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51723.390625 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -51723.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51727.246094 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -51727.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51728.140625 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -51728.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51728.140625 Penalty: 3116.930664
	Iteration 8F: 3 clusters Score -51728.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Entering Unmasked Estep 
Score: -7494141.500000 Penalty: 2732.782471
	Iteration 0F: 2 clusters Score -7494142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -7453111.500000 Penalty: 5465.564941
	Iteration 0F: 3 clusters Score -7453112 nChanged 28414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -7469192.500000 Penalty: 5465.564941
	Iteration 1F: 3 clusters Score -7469192 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -7470103.000000 Penalty: 5465.564941
	Iteration 2Q: 3 clusters Score -7470103 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -7471273.000000 Penalty: 5465.564941
	Iteration 3Q: 3 clusters Score -7471273 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -7473313.500000 Penalty: 5465.564941
	Iteration 4F: 3 clusters Score -7473314 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -7476514.500000 Penalty: 5465.564941
	Iteration 5F: 3 clusters Score -7476514 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -7481123.500000 Penalty: 5465.564941
	Iteration 6F: 3 clusters Score -7481124 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -7485843.500000 Penalty: 5465.564941
	Iteration 7F: 3 clusters Score -7485844 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -7489046.500000 Penalty: 5465.564941
	Iteration 8F: 3 clusters Score -7489046 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58724 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -7490583.500000 Penalty: 5465.564941
	Iteration 9Q: 3 clusters Score -7490584 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7491274.500000 Penalty: 5465.564941
	Iteration 10Q: 3 clusters Score -7491274 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59752 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7491585.500000 Penalty: 5465.564941
	Iteration 11Q: 3 clusters Score -7491586 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -7491726.500000 Penalty: 5465.564941
	Iteration 12Q: 3 clusters Score -7491726 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7491845.500000 Penalty: 5465.564941
	Iteration 13Q: 3 clusters Score -7491846 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60059 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7491910.500000 Penalty: 5465.564941
	Iteration 14Q: 3 clusters Score -7491910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60089 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7491943.500000 Penalty: 5465.564941
	Iteration 15Q: 3 clusters Score -7491944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7491951.000000 Penalty: 5465.564941
	Iteration 16Q: 3 clusters Score -7491951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7491965.000000 Penalty: 5465.564941
	Iteration 17Q: 3 clusters Score -7491965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7491969.500000 Penalty: 5465.564941
	Iteration 18Q: 3 clusters Score -7491970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7491977.500000 Penalty: 5465.564941
	Iteration 19Q: 3 clusters Score -7491978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7491976.500000 Penalty: 5465.564941
	Iteration 20F: 3 clusters Score -7491976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (220906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220906 members 
Entering Unmasked Estep 
Score: -26746194.000000 Penalty: 3051.762207
	Iteration 0F: 2 clusters Score -2.674619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110325 members 
Mstep: Class 2 contains 110581 members 
Entering Unmasked Estep 
Score: -26600942.000000 Penalty: 6103.524414
	Iteration 0F: 3 clusters Score -2.660094e+07 nChanged 106507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108410 members 
Mstep: Class 2 contains 112496 members 
Entering Unmasked Estep 
Score: -26663190.000000 Penalty: 6103.524414
	Iteration 1F: 3 clusters Score -2.666319e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107255 members 
Mstep: Class 2 contains 113651 members 
Entering Unmasked Estep 
Score: -26664596.000000 Penalty: 6103.524414
	Iteration 2Q: 3 clusters Score -2.66646e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105414 members 
Mstep: Class 2 contains 115492 members 
Entering Unmasked Estep 
Score: -26666422.000000 Penalty: 6103.524414
	Iteration 3Q: 3 clusters Score -2.666642e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102584 members 
Mstep: Class 2 contains 118322 members 
Entering Unmasked Estep 
Score: -26669086.000000 Penalty: 6103.524414
	Iteration 4Q: 3 clusters Score -2.666909e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98543 members 
Mstep: Class 2 contains 122363 members 
Entering Unmasked Estep 
Score: -26673132.000000 Penalty: 6103.524414
	Iteration 5Q: 3 clusters Score -2.667313e+07 nChanged 11027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93050 members 
Mstep: Class 2 contains 127856 members 
Entering Unmasked Estep 
Score: -26679764.000000 Penalty: 6103.524414
	Iteration 6Q: 3 clusters Score -2.667976e+07 nChanged 13262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86526 members 
Mstep: Class 2 contains 134380 members 
Entering Unmasked Estep 
Score: -26689988.000000 Penalty: 6103.524414
	Iteration 7F: 3 clusters Score -2.668999e+07 nChanged 14518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80378 members 
Mstep: Class 2 contains 140528 members 
Entering Unmasked Estep 
Score: -26701360.000000 Penalty: 6103.524414
	Iteration 8F: 3 clusters Score -2.670136e+07 nChanged 13867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 144945 members 
Entering Unmasked Estep 
Score: -26710242.000000 Penalty: 6103.524414
	Iteration 9F: 3 clusters Score -2.671024e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 148084 members 
Entering Unmasked Estep 
Score: -26714476.000000 Penalty: 6103.524414
	Iteration 10Q: 3 clusters Score -2.671448e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 151060 members 
Entering Unmasked Estep 
Score: -26716154.000000 Penalty: 6103.524414
	Iteration 11Q: 3 clusters Score -2.671615e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67001 members 
Mstep: Class 2 contains 153905 members 
Entering Unmasked Estep 
Score: -26716990.000000 Penalty: 6103.524414
	Iteration 12Q: 3 clusters Score -2.671699e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 156813 members 
Entering Unmasked Estep 
Score: -26717844.000000 Penalty: 6103.524414
	Iteration 13Q: 3 clusters Score -2.671784e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 159859 members 
Entering Unmasked Estep 
Score: -26718650.000000 Penalty: 6103.524414
	Iteration 14Q: 3 clusters Score -2.671865e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 163104 members 
Entering Unmasked Estep 
Score: -26719474.000000 Penalty: 6103.524414
	Iteration 15Q: 3 clusters Score -2.671947e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 166424 members 
Entering Unmasked Estep 
Score: -26720286.000000 Penalty: 6103.524414
	Iteration 16Q: 3 clusters Score -2.672029e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 169773 members 
Entering Unmasked Estep 
Score: -26721150.000000 Penalty: 6103.524414
	Iteration 17Q: 3 clusters Score -2.672115e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 173266 members 
Entering Unmasked Estep 
Score: -26722102.000000 Penalty: 6103.524414
	Iteration 18Q: 3 clusters Score -2.67221e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 177019 members 
Entering Unmasked Estep 
Score: -26723422.000000 Penalty: 6103.524414
	Iteration 19Q: 3 clusters Score -2.672342e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 180841 members 
Entering Unmasked Estep 
Score: -26724910.000000 Penalty: 6103.524414
	Iteration 20F: 3 clusters Score -2.672491e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 184841 members 
Entering Unmasked Estep 
Score: -26726390.000000 Penalty: 6103.524414
	Iteration 21Q: 3 clusters Score -2.672639e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 188786 members 
Entering Unmasked Estep 
Score: -26728160.000000 Penalty: 6103.524414
	Iteration 22Q: 3 clusters Score -2.672816e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 192630 members 
Entering Unmasked Estep 
Score: -26729704.000000 Penalty: 6103.524414
	Iteration 23Q: 3 clusters Score -2.67297e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 196379 members 
Entering Unmasked Estep 
Score: -26731398.000000 Penalty: 6103.524414
	Iteration 24Q: 3 clusters Score -2.67314e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 199872 members 
Entering Unmasked Estep 
Score: -26732882.000000 Penalty: 6103.524414
	Iteration 25Q: 3 clusters Score -2.673288e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 203088 members 
Entering Unmasked Estep 
Score: -26734496.000000 Penalty: 6103.524414
	Iteration 26Q: 3 clusters Score -2.67345e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 206083 members 
Entering Unmasked Estep 
Score: -26735790.000000 Penalty: 6103.524414
	Iteration 27Q: 3 clusters Score -2.673579e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 208725 members 
Entering Unmasked Estep 
Score: -26737110.000000 Penalty: 6103.524414
	Iteration 28Q: 3 clusters Score -2.673711e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 210953 members 
Entering Unmasked Estep 
Score: -26738236.000000 Penalty: 6103.524414
	Iteration 29Q: 3 clusters Score -2.673824e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 212855 members 
Entering Unmasked Estep 
Score: -26739304.000000 Penalty: 6103.524414
	Iteration 30Q: 3 clusters Score -2.67393e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 214440 members 
Entering Unmasked Estep 
Score: -26740084.000000 Penalty: 6103.524414
	Iteration 31Q: 3 clusters Score -2.674008e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 215725 members 
Entering Unmasked Estep 
Score: -26740858.000000 Penalty: 6103.524414
	Iteration 32Q: 3 clusters Score -2.674086e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 216736 members 
Entering Unmasked Estep 
Score: -26741472.000000 Penalty: 6103.524414
	Iteration 33Q: 3 clusters Score -2.674147e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 217516 members 
Entering Unmasked Estep 
Score: -26741934.000000 Penalty: 6103.524414
	Iteration 34Q: 3 clusters Score -2.674193e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 218133 members 
Entering Unmasked Estep 
Score: -26742302.000000 Penalty: 6103.524414
	Iteration 35Q: 3 clusters Score -2.67423e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 218582 members 
Entering Unmasked Estep 
Score: -26742594.000000 Penalty: 6103.524414
	Iteration 36Q: 3 clusters Score -2.674259e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 218916 members 
Entering Unmasked Estep 
Score: -26742740.000000 Penalty: 6103.524414
	Iteration 37Q: 3 clusters Score -2.674274e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 219146 members 
Entering Unmasked Estep 
Score: -26742936.000000 Penalty: 6103.524414
	Iteration 38Q: 3 clusters Score -2.674294e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 219330 members 
Entering Unmasked Estep 
Score: -26743056.000000 Penalty: 6103.524414
	Iteration 39Q: 3 clusters Score -2.674306e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 219475 members 
Entering Unmasked Estep 
Score: -26743206.000000 Penalty: 6103.524414
	Iteration 40F: 3 clusters Score -2.674321e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 219567 members 
Entering Unmasked Estep 
Score: -26743248.000000 Penalty: 6103.524414
	Iteration 41Q: 3 clusters Score -2.674325e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 219654 members 
Entering Unmasked Estep 
Score: -26743346.000000 Penalty: 6103.524414
	Iteration 42Q: 3 clusters Score -2.674335e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 219732 members 
Entering Unmasked Estep 
Score: -26743424.000000 Penalty: 6103.524414
	Iteration 43Q: 3 clusters Score -2.674342e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 219800 members 
Entering Unmasked Estep 
Score: -26743434.000000 Penalty: 6103.524414
	Iteration 44Q: 3 clusters Score -2.674343e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 219846 members 
Entering Unmasked Estep 
Score: -26743476.000000 Penalty: 6103.524414
	Iteration 45Q: 3 clusters Score -2.674348e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 219881 members 
Entering Unmasked Estep 
Score: -26743512.000000 Penalty: 6103.524414
	Iteration 46Q: 3 clusters Score -2.674351e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 219916 members 
Entering Unmasked Estep 
Score: -26743534.000000 Penalty: 6103.524414
	Iteration 47Q: 3 clusters Score -2.674353e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 219939 members 
Entering Unmasked Estep 
Score: -26743534.000000 Penalty: 6103.524414
	Iteration 48Q: 3 clusters Score -2.674353e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 219958 members 
Entering Unmasked Estep 
Score: -26743534.000000 Penalty: 6103.524414
	Iteration 49Q: 3 clusters Score -2.674353e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 219981 members 
Entering Unmasked Estep 
Score: -26743540.000000 Penalty: 6103.524414
	Iteration 50Q: 3 clusters Score -2.674354e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 220000 members 
Entering Unmasked Estep 
Score: -26743556.000000 Penalty: 6103.524414
	Iteration 51Q: 3 clusters Score -2.674356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 220010 members 
Entering Unmasked Estep 
Score: -26743552.000000 Penalty: 6103.524414
	Iteration 52Q: 3 clusters Score -2.674355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 220019 members 
Entering Unmasked Estep 
Score: -26743566.000000 Penalty: 6103.524414
	Iteration 53Q: 3 clusters Score -2.674357e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 220032 members 
Entering Unmasked Estep 
Score: -26743550.000000 Penalty: 6103.524414
	Iteration 54Q: 3 clusters Score -2.674355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 220036 members 
Entering Unmasked Estep 
Score: -26743550.000000 Penalty: 6103.524414
	Iteration 55Q: 3 clusters Score -2.674355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 220042 members 
Entering Unmasked Estep 
Score: -26743564.000000 Penalty: 6103.524414
	Iteration 56Q: 3 clusters Score -2.674356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 220046 members 
Entering Unmasked Estep 
Score: -26743580.000000 Penalty: 6103.524414
	Iteration 57Q: 3 clusters Score -2.674358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 220054 members 
Entering Unmasked Estep 
Score: -26743606.000000 Penalty: 6103.524414
	Iteration 58Q: 3 clusters Score -2.674361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 220059 members 
Entering Unmasked Estep 
Score: -26743612.000000 Penalty: 6103.524414
	Iteration 59Q: 3 clusters Score -2.674361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 220060 members 
Entering Unmasked Estep 
Score: -26743636.000000 Penalty: 6103.524414
	Iteration 60F: 3 clusters Score -2.674364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 220062 members 
Entering Unmasked Estep 
Score: -26743610.000000 Penalty: 6103.524414
	Iteration 61Q: 3 clusters Score -2.674361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 220062 members 
Entering Unmasked Estep 
Score: -26743624.000000 Penalty: 6103.524414
	Iteration 62Q: 3 clusters Score -2.674362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 220065 members 
Entering Unmasked Estep 
Score: -26743630.000000 Penalty: 6103.524414
	Iteration 63Q: 3 clusters Score -2.674363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 220066 members 
Entering Unmasked Estep 
Score: -26743622.000000 Penalty: 6103.524414
	Iteration 64Q: 3 clusters Score -2.674362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 220068 members 
Entering Unmasked Estep 
Score: -26743628.000000 Penalty: 6103.524414
	Iteration 65Q: 3 clusters Score -2.674363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 220071 members 
Entering Unmasked Estep 
Score: -26743626.000000 Penalty: 6103.524414
	Iteration 66Q: 3 clusters Score -2.674363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 220075 members 
Entering Unmasked Estep 
Score: -26743644.000000 Penalty: 6103.524414
	Iteration 67Q: 3 clusters Score -2.674364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 220080 members 
Entering Unmasked Estep 
Score: -26743630.000000 Penalty: 6103.524414
	Iteration 68Q: 3 clusters Score -2.674363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 220081 members 
Entering Unmasked Estep 
Score: -26743622.000000 Penalty: 6103.524414
	Iteration 69Q: 3 clusters Score -2.674362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 220085 members 
Entering Unmasked Estep 
Score: -26743630.000000 Penalty: 6103.524414
	Iteration 70Q: 3 clusters Score -2.674363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 220089 members 
Entering Unmasked Estep 
Score: -26743638.000000 Penalty: 6103.524414
	Iteration 71Q: 3 clusters Score -2.674364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 220091 members 
Entering Unmasked Estep 
Score: -26743640.000000 Penalty: 6103.524414
	Iteration 72Q: 3 clusters Score -2.674364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 220093 members 
Entering Unmasked Estep 
Score: -26743642.000000 Penalty: 6103.524414
	Iteration 73Q: 3 clusters Score -2.674364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 220095 members 
Entering Unmasked Estep 
Score: -26743636.000000 Penalty: 6103.524414
	Iteration 74Q: 3 clusters Score -2.674364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 220097 members 
Entering Unmasked Estep 
Score: -26743628.000000 Penalty: 6103.524414
	Iteration 75Q: 3 clusters Score -2.674363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 220097 members 
Entering Unmasked Estep 
Score: -26743628.000000 Penalty: 6103.524414
	Iteration 76F: 3 clusters Score -2.674363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -435053.093750 Penalty: 2035.029663
	Iteration 0F: 2 clusters Score -435053.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -431371.250000 Penalty: 4070.059326
	Iteration 0F: 3 clusters Score -431371.2 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -432181.968750 Penalty: 4070.059326
	Iteration 1F: 3 clusters Score -432182 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -432332.062500 Penalty: 4070.059326
	Iteration 2F: 3 clusters Score -432332.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -432409.125000 Penalty: 4070.059326
	Iteration 3Q: 3 clusters Score -432409.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -432463.281250 Penalty: 4070.059326
	Iteration 4Q: 3 clusters Score -432463.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -432501.531250 Penalty: 4070.059326
	Iteration 5Q: 3 clusters Score -432501.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -432531.250000 Penalty: 4070.059326
	Iteration 6Q: 3 clusters Score -432531.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -432550.375000 Penalty: 4070.059326
	Iteration 7Q: 3 clusters Score -432550.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -432564.468750 Penalty: 4070.059326
	Iteration 8Q: 3 clusters Score -432564.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -432579.218750 Penalty: 4070.059326
	Iteration 9Q: 3 clusters Score -432579.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -432595.937500 Penalty: 4070.059326
	Iteration 10Q: 3 clusters Score -432595.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -432612.656250 Penalty: 4070.059326
	Iteration 11Q: 3 clusters Score -432612.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -432627.375000 Penalty: 4070.059326
	Iteration 12Q: 3 clusters Score -432627.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -432639.656250 Penalty: 4070.059326
	Iteration 13Q: 3 clusters Score -432639.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -432651.781250 Penalty: 4070.059326
	Iteration 14Q: 3 clusters Score -432651.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -432662.937500 Penalty: 4070.059326
	Iteration 15Q: 3 clusters Score -432662.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -432678.031250 Penalty: 4070.059326
	Iteration 16Q: 3 clusters Score -432678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -432690.125000 Penalty: 4070.059326
	Iteration 17Q: 3 clusters Score -432690.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -432705.593750 Penalty: 4070.059326
	Iteration 18Q: 3 clusters Score -432705.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -432726.000000 Penalty: 4070.059326
	Iteration 19Q: 3 clusters Score -432726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -432740.187500 Penalty: 4070.059326
	Iteration 20F: 3 clusters Score -432740.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -432754.218750 Penalty: 4070.059326
	Iteration 21Q: 3 clusters Score -432754.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -432768.312500 Penalty: 4070.059326
	Iteration 22Q: 3 clusters Score -432768.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -432778.093750 Penalty: 4070.059326
	Iteration 23Q: 3 clusters Score -432778.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -432783.468750 Penalty: 4070.059326
	Iteration 24Q: 3 clusters Score -432783.5 nChanged 16
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: -432790.500000 Penalty: 4070.059326
	Iteration 25Q: 3 clusters Score -432790.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -432795.906250 Penalty: 4070.059326
	Iteration 26Q: 3 clusters Score -432795.9 nChanged 13
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: -432801.281250 Penalty: 4070.059326
	Iteration 27Q: 3 clusters Score -432801.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -432805.000000 Penalty: 4070.059326
	Iteration 28Q: 3 clusters Score -432805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -432812.781250 Penalty: 4070.059326
	Iteration 29Q: 3 clusters Score -432812.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -432820.937500 Penalty: 4070.059326
	Iteration 30Q: 3 clusters Score -432820.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -432828.031250 Penalty: 4070.059326
	Iteration 31Q: 3 clusters Score -432828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -432834.125000 Penalty: 4070.059326
	Iteration 32Q: 3 clusters Score -432834.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -432840.500000 Penalty: 4070.059326
	Iteration 33Q: 3 clusters Score -432840.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -432846.812500 Penalty: 4070.059326
	Iteration 34Q: 3 clusters Score -432846.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -432855.562500 Penalty: 4070.059326
	Iteration 35Q: 3 clusters Score -432855.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -432864.281250 Penalty: 4070.059326
	Iteration 36Q: 3 clusters Score -432864.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -432872.625000 Penalty: 4070.059326
	Iteration 37Q: 3 clusters Score -432872.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -432878.750000 Penalty: 4070.059326
	Iteration 38Q: 3 clusters Score -432878.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -432885.250000 Penalty: 4070.059326
	Iteration 39Q: 3 clusters Score -432885.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -432889.937500 Penalty: 4070.059326
	Iteration 40F: 3 clusters Score -432889.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -432893.687500 Penalty: 4070.059326
	Iteration 41Q: 3 clusters Score -432893.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -432896.312500 Penalty: 4070.059326
	Iteration 42Q: 3 clusters Score -432896.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -432896.875000 Penalty: 4070.059326
	Iteration 43Q: 3 clusters Score -432896.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -432900.406250 Penalty: 4070.059326
	Iteration 44Q: 3 clusters Score -432900.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -432904.718750 Penalty: 4070.059326
	Iteration 45Q: 3 clusters Score -432904.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -432912.625000 Penalty: 4070.059326
	Iteration 46Q: 3 clusters Score -432912.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -432919.062500 Penalty: 4070.059326
	Iteration 47Q: 3 clusters Score -432919.1 nChanged 17
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: -432929.750000 Penalty: 4070.059326
	Iteration 48Q: 3 clusters Score -432929.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -432936.625000 Penalty: 4070.059326
	Iteration 49Q: 3 clusters Score -432936.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -432943.218750 Penalty: 4070.059326
	Iteration 50Q: 3 clusters Score -432943.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -432950.000000 Penalty: 4070.059326
	Iteration 51Q: 3 clusters Score -432950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -432957.000000 Penalty: 4070.059326
	Iteration 52Q: 3 clusters Score -432957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -432966.531250 Penalty: 4070.059326
	Iteration 53Q: 3 clusters Score -432966.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -432972.500000 Penalty: 4070.059326
	Iteration 54Q: 3 clusters Score -432972.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -432978.406250 Penalty: 4070.059326
	Iteration 55Q: 3 clusters Score -432978.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -432984.875000 Penalty: 4070.059326
	Iteration 56Q: 3 clusters Score -432984.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -432995.218750 Penalty: 4070.059326
	Iteration 57Q: 3 clusters Score -432995.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -433003.093750 Penalty: 4070.059326
	Iteration 58Q: 3 clusters Score -433003.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -433014.250000 Penalty: 4070.059326
	Iteration 59Q: 3 clusters Score -433014.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -433024.062500 Penalty: 4070.059326
	Iteration 60F: 3 clusters Score -433024.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -433034.343750 Penalty: 4070.059326
	Iteration 61Q: 3 clusters Score -433034.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -433040.562500 Penalty: 4070.059326
	Iteration 62Q: 3 clusters Score -433040.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -433046.218750 Penalty: 4070.059326
	Iteration 63Q: 3 clusters Score -433046.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -433053.093750 Penalty: 4070.059326
	Iteration 64Q: 3 clusters Score -433053.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -433055.312500 Penalty: 4070.059326
	Iteration 65Q: 3 clusters Score -433055.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -433055.812500 Penalty: 4070.059326
	Iteration 66Q: 3 clusters Score -433055.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -433055.812500 Penalty: 4070.059326
	Iteration 67F: 3 clusters Score -433055.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (152103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152103 members 
Entering Unmasked Estep 
Score: -18529454.000000 Penalty: 2959.213623
	Iteration 0F: 2 clusters Score -1.852945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -18427972.000000 Penalty: 5918.427246
	Iteration 0F: 3 clusters Score -1.842797e+07 nChanged 72577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78472 members 
Mstep: Class 2 contains 73631 members 
Entering Unmasked Estep 
Score: -18469926.000000 Penalty: 5918.427246
	Iteration 1F: 3 clusters Score -1.846993e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79688 members 
Mstep: Class 2 contains 72415 members 
Entering Unmasked Estep 
Score: -18470916.000000 Penalty: 5918.427246
	Iteration 2Q: 3 clusters Score -1.847092e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 70554 members 
Entering Unmasked Estep 
Score: -18471968.000000 Penalty: 5918.427246
	Iteration 3Q: 3 clusters Score -1.847197e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84413 members 
Mstep: Class 2 contains 67690 members 
Entering Unmasked Estep 
Score: -18473340.000000 Penalty: 5918.427246
	Iteration 4Q: 3 clusters Score -1.847334e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88691 members 
Mstep: Class 2 contains 63412 members 
Entering Unmasked Estep 
Score: -18475704.000000 Penalty: 5918.427246
	Iteration 5Q: 3 clusters Score -1.84757e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95062 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -18479760.000000 Penalty: 5918.427246
	Iteration 6F: 3 clusters Score -1.847976e+07 nChanged 10615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104203 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -18487054.000000 Penalty: 5918.427246
	Iteration 7F: 3 clusters Score -1.848705e+07 nChanged 12319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115194 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -18497624.000000 Penalty: 5918.427246
	Iteration 8F: 3 clusters Score -1.849762e+07 nChanged 11667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125801 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -18508586.000000 Penalty: 5918.427246
	Iteration 9F: 3 clusters Score -1.850859e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133535 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -18516950.000000 Penalty: 5918.427246
	Iteration 10F: 3 clusters Score -1.851695e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137842 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -18521618.000000 Penalty: 5918.427246
	Iteration 11Q: 3 clusters Score -1.852162e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140162 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -18523906.000000 Penalty: 5918.427246
	Iteration 12Q: 3 clusters Score -1.852391e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141680 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -18525122.000000 Penalty: 5918.427246
	Iteration 13Q: 3 clusters Score -1.852512e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142780 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -18525762.000000 Penalty: 5918.427246
	Iteration 14Q: 3 clusters Score -1.852576e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143657 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -18526174.000000 Penalty: 5918.427246
	Iteration 15Q: 3 clusters Score -1.852617e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144377 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -18526456.000000 Penalty: 5918.427246
	Iteration 16Q: 3 clusters Score -1.852646e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145021 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -18526718.000000 Penalty: 5918.427246
	Iteration 17Q: 3 clusters Score -1.852672e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145543 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -18526890.000000 Penalty: 5918.427246
	Iteration 18Q: 3 clusters Score -1.852689e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146019 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -18527068.000000 Penalty: 5918.427246
	Iteration 19Q: 3 clusters Score -1.852707e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146449 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -18527138.000000 Penalty: 5918.427246
	Iteration 20F: 3 clusters Score -1.852714e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146835 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -18527244.000000 Penalty: 5918.427246
	Iteration 21Q: 3 clusters Score -1.852724e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147165 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -18527334.000000 Penalty: 5918.427246
	Iteration 22Q: 3 clusters Score -1.852733e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147438 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -18527414.000000 Penalty: 5918.427246
	Iteration 23Q: 3 clusters Score -1.852741e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147657 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -18527488.000000 Penalty: 5918.427246
	Iteration 24Q: 3 clusters Score -1.852749e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147844 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -18527500.000000 Penalty: 5918.427246
	Iteration 25Q: 3 clusters Score -1.85275e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148012 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -18527574.000000 Penalty: 5918.427246
	Iteration 26Q: 3 clusters Score -1.852757e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148163 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -18527576.000000 Penalty: 5918.427246
	Iteration 27Q: 3 clusters Score -1.852758e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148301 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -18527592.000000 Penalty: 5918.427246
	Iteration 28Q: 3 clusters Score -1.852759e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148418 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -18527570.000000 Penalty: 5918.427246
	Iteration 29Q: 3 clusters Score -1.852757e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148521 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -18527578.000000 Penalty: 5918.427246
	Iteration 30Q: 3 clusters Score -1.852758e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148601 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -18527620.000000 Penalty: 5918.427246
	Iteration 31Q: 3 clusters Score -1.852762e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148659 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -18527622.000000 Penalty: 5918.427246
	Iteration 32Q: 3 clusters Score -1.852762e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148697 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -18527642.000000 Penalty: 5918.427246
	Iteration 33Q: 3 clusters Score -1.852764e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148732 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -18527612.000000 Penalty: 5918.427246
	Iteration 34Q: 3 clusters Score -1.852761e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148756 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -18527626.000000 Penalty: 5918.427246
	Iteration 35Q: 3 clusters Score -1.852763e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148784 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -18527614.000000 Penalty: 5918.427246
	Iteration 36Q: 3 clusters Score -1.852761e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148814 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -18527626.000000 Penalty: 5918.427246
	Iteration 37Q: 3 clusters Score -1.852763e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148850 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -18527630.000000 Penalty: 5918.427246
	Iteration 38Q: 3 clusters Score -1.852763e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148880 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -18527634.000000 Penalty: 5918.427246
	Iteration 39Q: 3 clusters Score -1.852763e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148904 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -18527662.000000 Penalty: 5918.427246
	Iteration 40F: 3 clusters Score -1.852766e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148927 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -18527662.000000 Penalty: 5918.427246
	Iteration 41Q: 3 clusters Score -1.852766e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148955 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -18527666.000000 Penalty: 5918.427246
	Iteration 42Q: 3 clusters Score -1.852767e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148987 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -18527664.000000 Penalty: 5918.427246
	Iteration 43Q: 3 clusters Score -1.852766e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149013 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -18527656.000000 Penalty: 5918.427246
	Iteration 44Q: 3 clusters Score -1.852766e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149039 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -18527644.000000 Penalty: 5918.427246
	Iteration 45Q: 3 clusters Score -1.852764e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149066 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -18527654.000000 Penalty: 5918.427246
	Iteration 46Q: 3 clusters Score -1.852765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149085 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -18527646.000000 Penalty: 5918.427246
	Iteration 47Q: 3 clusters Score -1.852765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149098 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -18527650.000000 Penalty: 5918.427246
	Iteration 48Q: 3 clusters Score -1.852765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149105 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -18527650.000000 Penalty: 5918.427246
	Iteration 49Q: 3 clusters Score -1.852765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149115 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -18527654.000000 Penalty: 5918.427246
	Iteration 50Q: 3 clusters Score -1.852765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149121 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -18527642.000000 Penalty: 5918.427246
	Iteration 51Q: 3 clusters Score -1.852764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149129 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -18527648.000000 Penalty: 5918.427246
	Iteration 52Q: 3 clusters Score -1.852765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149140 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -18527640.000000 Penalty: 5918.427246
	Iteration 53Q: 3 clusters Score -1.852764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149148 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -18527648.000000 Penalty: 5918.427246
	Iteration 54Q: 3 clusters Score -1.852765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149150 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -18527660.000000 Penalty: 5918.427246
	Iteration 55Q: 3 clusters Score -1.852766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149154 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -18527646.000000 Penalty: 5918.427246
	Iteration 56Q: 3 clusters Score -1.852765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149157 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -18527662.000000 Penalty: 5918.427246
	Iteration 57Q: 3 clusters Score -1.852766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149159 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -18527654.000000 Penalty: 5918.427246
	Iteration 58Q: 3 clusters Score -1.852765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149163 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -18527640.000000 Penalty: 5918.427246
	Iteration 59Q: 3 clusters Score -1.852764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149165 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -18527644.000000 Penalty: 5918.427246
	Iteration 60F: 3 clusters Score -1.852764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149166 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -18527658.000000 Penalty: 5918.427246
	Iteration 61Q: 3 clusters Score -1.852766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149166 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -18527658.000000 Penalty: 5918.427246
	Iteration 62F: 3 clusters Score -1.852766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Entering Unmasked Estep 
Score: -1331230.500000 Penalty: 2317.701416
	Iteration 0F: 2 clusters Score -1331230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1322683.250000 Penalty: 4635.402832
	Iteration 0F: 3 clusters Score -1322683 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1325307.250000 Penalty: 4635.402832
	Iteration 1F: 3 clusters Score -1325307 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1325617.750000 Penalty: 4635.402832
	Iteration 2F: 3 clusters Score -1325618 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1325851.375000 Penalty: 4635.402832
	Iteration 3Q: 3 clusters Score -1325851 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1326018.250000 Penalty: 4635.402832
	Iteration 4Q: 3 clusters Score -1326018 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1326155.750000 Penalty: 4635.402832
	Iteration 5Q: 3 clusters Score -1326156 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1326278.750000 Penalty: 4635.402832
	Iteration 6Q: 3 clusters Score -1326279 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1326393.125000 Penalty: 4635.402832
	Iteration 7Q: 3 clusters Score -1326393 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1326488.000000 Penalty: 4635.402832
	Iteration 8Q: 3 clusters Score -1326488 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1326570.875000 Penalty: 4635.402832
	Iteration 9Q: 3 clusters Score -1326571 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1326675.625000 Penalty: 4635.402832
	Iteration 10Q: 3 clusters Score -1326676 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1326781.750000 Penalty: 4635.402832
	Iteration 11Q: 3 clusters Score -1326782 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1326880.500000 Penalty: 4635.402832
	Iteration 12Q: 3 clusters Score -1326880 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1326985.375000 Penalty: 4635.402832
	Iteration 13Q: 3 clusters Score -1326985 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1327106.500000 Penalty: 4635.402832
	Iteration 14Q: 3 clusters Score -1327106 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1327248.750000 Penalty: 4635.402832
	Iteration 15Q: 3 clusters Score -1327249 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1327418.625000 Penalty: 4635.402832
	Iteration 16Q: 3 clusters Score -1327419 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1327622.250000 Penalty: 4635.402832
	Iteration 17Q: 3 clusters Score -1327622 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1327856.500000 Penalty: 4635.402832
	Iteration 18Q: 3 clusters Score -1327856 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1328136.375000 Penalty: 4635.402832
	Iteration 19Q: 3 clusters Score -1328136 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1328448.375000 Penalty: 4635.402832
	Iteration 20F: 3 clusters Score -1328448 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1328687.125000 Penalty: 4635.402832
	Iteration 21Q: 3 clusters Score -1328687 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1328868.750000 Penalty: 4635.402832
	Iteration 22Q: 3 clusters Score -1328869 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1329026.625000 Penalty: 4635.402832
	Iteration 23Q: 3 clusters Score -1329027 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1329137.750000 Penalty: 4635.402832
	Iteration 24Q: 3 clusters Score -1329138 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1329197.875000 Penalty: 4635.402832
	Iteration 25Q: 3 clusters Score -1329198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1329233.500000 Penalty: 4635.402832
	Iteration 26Q: 3 clusters Score -1329234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1329258.875000 Penalty: 4635.402832
	Iteration 27Q: 3 clusters Score -1329259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1329277.000000 Penalty: 4635.402832
	Iteration 28Q: 3 clusters Score -1329277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1329293.375000 Penalty: 4635.402832
	Iteration 29Q: 3 clusters Score -1329293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1329301.375000 Penalty: 4635.402832
	Iteration 30Q: 3 clusters Score -1329301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1329302.625000 Penalty: 4635.402832
	Iteration 31Q: 3 clusters Score -1329303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1329308.125000 Penalty: 4635.402832
	Iteration 32Q: 3 clusters Score -1329308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1329309.875000 Penalty: 4635.402832
	Iteration 33Q: 3 clusters Score -1329310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1329312.875000 Penalty: 4635.402832
	Iteration 34Q: 3 clusters Score -1329313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1329316.250000 Penalty: 4635.402832
	Iteration 35Q: 3 clusters Score -1329316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1329320.875000 Penalty: 4635.402832
	Iteration 36Q: 3 clusters Score -1329321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1329321.750000 Penalty: 4635.402832
	Iteration 37Q: 3 clusters Score -1329322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1329328.125000 Penalty: 4635.402832
	Iteration 38Q: 3 clusters Score -1329328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1329334.875000 Penalty: 4635.402832
	Iteration 39Q: 3 clusters Score -1329335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1329339.375000 Penalty: 4635.402832
	Iteration 40F: 3 clusters Score -1329339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (181528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181528 members 
Entering Unmasked Estep 
Score: -22094100.000000 Penalty: 3003.072998
	Iteration 0F: 2 clusters Score -2.20941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 90683 members 
Entering Unmasked Estep 
Score: -21975094.000000 Penalty: 6006.145996
	Iteration 0F: 3 clusters Score -2.197509e+07 nChanged 86855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91276 members 
Mstep: Class 2 contains 90252 members 
Entering Unmasked Estep 
Score: -22025880.000000 Penalty: 6006.145996
	Iteration 1F: 3 clusters Score -2.202588e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91860 members 
Mstep: Class 2 contains 89668 members 
Entering Unmasked Estep 
Score: -22026862.000000 Penalty: 6006.145996
	Iteration 2Q: 3 clusters Score -2.202686e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92786 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -22028446.000000 Penalty: 6006.145996
	Iteration 3Q: 3 clusters Score -2.202845e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94385 members 
Mstep: Class 2 contains 87143 members 
Entering Unmasked Estep 
Score: -22030654.000000 Penalty: 6006.145996
	Iteration 4Q: 3 clusters Score -2.203065e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96929 members 
Mstep: Class 2 contains 84599 members 
Entering Unmasked Estep 
Score: -22034240.000000 Penalty: 6006.145996
	Iteration 5Q: 3 clusters Score -2.203424e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100930 members 
Mstep: Class 2 contains 80598 members 
Entering Unmasked Estep 
Score: -22039274.000000 Penalty: 6006.145996
	Iteration 6F: 3 clusters Score -2.203927e+07 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106414 members 
Mstep: Class 2 contains 75114 members 
Entering Unmasked Estep 
Score: -22046846.000000 Penalty: 6006.145996
	Iteration 7F: 3 clusters Score -2.204685e+07 nChanged 12647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112599 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -22055992.000000 Penalty: 6006.145996
	Iteration 8F: 3 clusters Score -2.205599e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118104 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -22065046.000000 Penalty: 6006.145996
	Iteration 9F: 3 clusters Score -2.206505e+07 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122155 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -22071096.000000 Penalty: 6006.145996
	Iteration 10F: 3 clusters Score -2.20711e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125350 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -22074232.000000 Penalty: 6006.145996
	Iteration 11Q: 3 clusters Score -2.207423e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128309 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -22075838.000000 Penalty: 6006.145996
	Iteration 12Q: 3 clusters Score -2.207584e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131161 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -22077180.000000 Penalty: 6006.145996
	Iteration 13Q: 3 clusters Score -2.207718e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134030 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -22078688.000000 Penalty: 6006.145996
	Iteration 14Q: 3 clusters Score -2.207869e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136914 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -22080092.000000 Penalty: 6006.145996
	Iteration 15Q: 3 clusters Score -2.208009e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139676 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -22081446.000000 Penalty: 6006.145996
	Iteration 16Q: 3 clusters Score -2.208145e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142336 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -22082620.000000 Penalty: 6006.145996
	Iteration 17Q: 3 clusters Score -2.208262e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144970 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -22083784.000000 Penalty: 6006.145996
	Iteration 18Q: 3 clusters Score -2.208378e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147494 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -22084800.000000 Penalty: 6006.145996
	Iteration 19Q: 3 clusters Score -2.20848e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149999 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -22085798.000000 Penalty: 6006.145996
	Iteration 20F: 3 clusters Score -2.20858e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152364 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -22086544.000000 Penalty: 6006.145996
	Iteration 21Q: 3 clusters Score -2.208654e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154630 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -22087324.000000 Penalty: 6006.145996
	Iteration 22Q: 3 clusters Score -2.208732e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156705 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -22087854.000000 Penalty: 6006.145996
	Iteration 23Q: 3 clusters Score -2.208785e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158722 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -22088420.000000 Penalty: 6006.145996
	Iteration 24Q: 3 clusters Score -2.208842e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160663 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -22088916.000000 Penalty: 6006.145996
	Iteration 25Q: 3 clusters Score -2.208892e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162476 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -22089314.000000 Penalty: 6006.145996
	Iteration 26Q: 3 clusters Score -2.208931e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164249 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -22089808.000000 Penalty: 6006.145996
	Iteration 27Q: 3 clusters Score -2.208981e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165926 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -22090172.000000 Penalty: 6006.145996
	Iteration 28Q: 3 clusters Score -2.209017e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167441 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -22090528.000000 Penalty: 6006.145996
	Iteration 29Q: 3 clusters Score -2.209053e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168800 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -22090776.000000 Penalty: 6006.145996
	Iteration 30Q: 3 clusters Score -2.209078e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170048 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -22090998.000000 Penalty: 6006.145996
	Iteration 31Q: 3 clusters Score -2.2091e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171170 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -22091134.000000 Penalty: 6006.145996
	Iteration 32Q: 3 clusters Score -2.209113e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172202 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -22091368.000000 Penalty: 6006.145996
	Iteration 33Q: 3 clusters Score -2.209137e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173113 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -22091566.000000 Penalty: 6006.145996
	Iteration 34Q: 3 clusters Score -2.209157e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173934 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -22091714.000000 Penalty: 6006.145996
	Iteration 35Q: 3 clusters Score -2.209171e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174647 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -22091782.000000 Penalty: 6006.145996
	Iteration 36Q: 3 clusters Score -2.209178e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175245 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -22091922.000000 Penalty: 6006.145996
	Iteration 37Q: 3 clusters Score -2.209192e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175793 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -22092028.000000 Penalty: 6006.145996
	Iteration 38Q: 3 clusters Score -2.209203e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176265 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -22092112.000000 Penalty: 6006.145996
	Iteration 39Q: 3 clusters Score -2.209211e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176695 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -22092218.000000 Penalty: 6006.145996
	Iteration 40F: 3 clusters Score -2.209222e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177065 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -22092302.000000 Penalty: 6006.145996
	Iteration 41Q: 3 clusters Score -2.20923e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177364 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -22092340.000000 Penalty: 6006.145996
	Iteration 42Q: 3 clusters Score -2.209234e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177604 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -22092358.000000 Penalty: 6006.145996
	Iteration 43Q: 3 clusters Score -2.209236e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177812 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -22092416.000000 Penalty: 6006.145996
	Iteration 44Q: 3 clusters Score -2.209242e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178002 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -22092436.000000 Penalty: 6006.145996
	Iteration 45Q: 3 clusters Score -2.209244e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178184 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -22092400.000000 Penalty: 6006.145996
	Iteration 46Q: 3 clusters Score -2.20924e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178342 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -22092416.000000 Penalty: 6006.145996
	Iteration 47Q: 3 clusters Score -2.209242e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178470 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -22092376.000000 Penalty: 6006.145996
	Iteration 48Q: 3 clusters Score -2.209238e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178576 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -22092398.000000 Penalty: 6006.145996
	Iteration 49Q: 3 clusters Score -2.20924e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178668 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -22092424.000000 Penalty: 6006.145996
	Iteration 50Q: 3 clusters Score -2.209242e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178740 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -22092440.000000 Penalty: 6006.145996
	Iteration 51Q: 3 clusters Score -2.209244e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178797 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -22092456.000000 Penalty: 6006.145996
	Iteration 52Q: 3 clusters Score -2.209246e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178868 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -22092458.000000 Penalty: 6006.145996
	Iteration 53Q: 3 clusters Score -2.209246e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178933 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -22092426.000000 Penalty: 6006.145996
	Iteration 54Q: 3 clusters Score -2.209243e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178998 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -22092428.000000 Penalty: 6006.145996
	Iteration 55Q: 3 clusters Score -2.209243e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179055 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -22092438.000000 Penalty: 6006.145996
	Iteration 56Q: 3 clusters Score -2.209244e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179100 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -22092438.000000 Penalty: 6006.145996
	Iteration 57Q: 3 clusters Score -2.209244e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179141 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -22092426.000000 Penalty: 6006.145996
	Iteration 58Q: 3 clusters Score -2.209243e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179173 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -22092446.000000 Penalty: 6006.145996
	Iteration 59Q: 3 clusters Score -2.209245e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179211 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -22092452.000000 Penalty: 6006.145996
	Iteration 60F: 3 clusters Score -2.209245e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179239 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -22092466.000000 Penalty: 6006.145996
	Iteration 61Q: 3 clusters Score -2.209247e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179262 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -22092464.000000 Penalty: 6006.145996
	Iteration 62Q: 3 clusters Score -2.209246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179282 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -22092456.000000 Penalty: 6006.145996
	Iteration 63Q: 3 clusters Score -2.209246e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179308 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -22092440.000000 Penalty: 6006.145996
	Iteration 64Q: 3 clusters Score -2.209244e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179329 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -22092428.000000 Penalty: 6006.145996
	Iteration 65Q: 3 clusters Score -2.209243e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179351 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -22092442.000000 Penalty: 6006.145996
	Iteration 66Q: 3 clusters Score -2.209244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179367 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -22092450.000000 Penalty: 6006.145996
	Iteration 67Q: 3 clusters Score -2.209245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179378 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -22092464.000000 Penalty: 6006.145996
	Iteration 68Q: 3 clusters Score -2.209246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179395 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -22092442.000000 Penalty: 6006.145996
	Iteration 69Q: 3 clusters Score -2.209244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179410 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -22092458.000000 Penalty: 6006.145996
	Iteration 70Q: 3 clusters Score -2.209246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179425 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -22092462.000000 Penalty: 6006.145996
	Iteration 71Q: 3 clusters Score -2.209246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179436 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -22092444.000000 Penalty: 6006.145996
	Iteration 72Q: 3 clusters Score -2.209244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179446 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -22092454.000000 Penalty: 6006.145996
	Iteration 73Q: 3 clusters Score -2.209245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179455 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -22092452.000000 Penalty: 6006.145996
	Iteration 74Q: 3 clusters Score -2.209245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179462 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -22092460.000000 Penalty: 6006.145996
	Iteration 75Q: 3 clusters Score -2.209246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179470 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -22092460.000000 Penalty: 6006.145996
	Iteration 76Q: 3 clusters Score -2.209246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179475 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -22092456.000000 Penalty: 6006.145996
	Iteration 77Q: 3 clusters Score -2.209246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179478 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -22092446.000000 Penalty: 6006.145996
	Iteration 78Q: 3 clusters Score -2.209245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179483 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -22092434.000000 Penalty: 6006.145996
	Iteration 79Q: 3 clusters Score -2.209243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179489 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -22092420.000000 Penalty: 6006.145996
	Iteration 80F: 3 clusters Score -2.209242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179496 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -22092410.000000 Penalty: 6006.145996
	Iteration 81Q: 3 clusters Score -2.209241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179505 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -22092410.000000 Penalty: 6006.145996
	Iteration 82Q: 3 clusters Score -2.209241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179509 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -22092406.000000 Penalty: 6006.145996
	Iteration 83Q: 3 clusters Score -2.209241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179512 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -22092398.000000 Penalty: 6006.145996
	Iteration 84Q: 3 clusters Score -2.20924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179520 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -22092398.000000 Penalty: 6006.145996
	Iteration 85Q: 3 clusters Score -2.20924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179522 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -22092404.000000 Penalty: 6006.145996
	Iteration 86Q: 3 clusters Score -2.20924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179524 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -22092410.000000 Penalty: 6006.145996
	Iteration 87Q: 3 clusters Score -2.209241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179525 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -22092402.000000 Penalty: 6006.145996
	Iteration 88Q: 3 clusters Score -2.20924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179528 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -22092404.000000 Penalty: 6006.145996
	Iteration 89Q: 3 clusters Score -2.20924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179535 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -22092400.000000 Penalty: 6006.145996
	Iteration 90Q: 3 clusters Score -2.20924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179538 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -22092398.000000 Penalty: 6006.145996
	Iteration 91Q: 3 clusters Score -2.20924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179541 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -22092410.000000 Penalty: 6006.145996
	Iteration 92Q: 3 clusters Score -2.209241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179544 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -22092416.000000 Penalty: 6006.145996
	Iteration 93Q: 3 clusters Score -2.209242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179547 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -22092400.000000 Penalty: 6006.145996
	Iteration 94Q: 3 clusters Score -2.20924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179550 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -22092392.000000 Penalty: 6006.145996
	Iteration 95Q: 3 clusters Score -2.209239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179550 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -22092396.000000 Penalty: 6006.145996
	Iteration 96Q: 3 clusters Score -2.20924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179551 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -22092394.000000 Penalty: 6006.145996
	Iteration 97Q: 3 clusters Score -2.209239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179551 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -22092394.000000 Penalty: 6006.145996
	Iteration 98F: 3 clusters Score -2.209239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -83844.632812 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -83844.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82043.070312 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -82043.07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82329.273438 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -82329.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82407.171875 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -82407.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -82467.914062 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -82467.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -82531.640625 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -82531.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82592.734375 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -82592.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -82658.515625 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -82658.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -82727.828125 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -82727.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -82803.023438 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -82803.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -82905.789062 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -82905.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -82958.140625 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -82958.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -83002.757812 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -83002.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83031.078125 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -83031.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83043.757812 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -83043.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83052.695312 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -83052.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -83054.539062 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -83054.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -83054.539062 Penalty: 3343.883545
	Iteration 16F: 3 clusters Score -83054.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Entering Unmasked Estep 
Score: -523244.437500 Penalty: 2092.123779
	Iteration 0F: 2 clusters Score -523244.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -518984.875000 Penalty: 4184.247559
	Iteration 0F: 3 clusters Score -518984.9 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -520059.687500 Penalty: 4184.247559
	Iteration 1F: 3 clusters Score -520059.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -520294.875000 Penalty: 4184.247559
	Iteration 2F: 3 clusters Score -520294.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -520415.437500 Penalty: 4184.247559
	Iteration 3Q: 3 clusters Score -520415.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -520494.562500 Penalty: 4184.247559
	Iteration 4Q: 3 clusters Score -520494.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -520555.343750 Penalty: 4184.247559
	Iteration 5Q: 3 clusters Score -520555.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -520598.937500 Penalty: 4184.247559
	Iteration 6Q: 3 clusters Score -520598.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -520637.312500 Penalty: 4184.247559
	Iteration 7Q: 3 clusters Score -520637.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -520675.125000 Penalty: 4184.247559
	Iteration 8Q: 3 clusters Score -520675.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -520703.312500 Penalty: 4184.247559
	Iteration 9Q: 3 clusters Score -520703.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -520742.562500 Penalty: 4184.247559
	Iteration 10Q: 3 clusters Score -520742.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -520787.062500 Penalty: 4184.247559
	Iteration 11Q: 3 clusters Score -520787.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -520821.218750 Penalty: 4184.247559
	Iteration 12Q: 3 clusters Score -520821.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -520852.500000 Penalty: 4184.247559
	Iteration 13Q: 3 clusters Score -520852.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -520885.000000 Penalty: 4184.247559
	Iteration 14Q: 3 clusters Score -520885 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -520912.656250 Penalty: 4184.247559
	Iteration 15Q: 3 clusters Score -520912.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -520947.468750 Penalty: 4184.247559
	Iteration 16Q: 3 clusters Score -520947.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -520981.093750 Penalty: 4184.247559
	Iteration 17Q: 3 clusters Score -520981.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -521018.843750 Penalty: 4184.247559
	Iteration 18Q: 3 clusters Score -521018.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -521057.343750 Penalty: 4184.247559
	Iteration 19Q: 3 clusters Score -521057.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -521092.500000 Penalty: 4184.247559
	Iteration 20F: 3 clusters Score -521092.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -521133.718750 Penalty: 4184.247559
	Iteration 21Q: 3 clusters Score -521133.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -521169.781250 Penalty: 4184.247559
	Iteration 22Q: 3 clusters Score -521169.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -521196.093750 Penalty: 4184.247559
	Iteration 23Q: 3 clusters Score -521196.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -521226.250000 Penalty: 4184.247559
	Iteration 24Q: 3 clusters Score -521226.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -521260.125000 Penalty: 4184.247559
	Iteration 25Q: 3 clusters Score -521260.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -521287.093750 Penalty: 4184.247559
	Iteration 26Q: 3 clusters Score -521287.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -521308.093750 Penalty: 4184.247559
	Iteration 27Q: 3 clusters Score -521308.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -521322.843750 Penalty: 4184.247559
	Iteration 28Q: 3 clusters Score -521322.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -521343.250000 Penalty: 4184.247559
	Iteration 29Q: 3 clusters Score -521343.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -521365.406250 Penalty: 4184.247559
	Iteration 30Q: 3 clusters Score -521365.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -521382.812500 Penalty: 4184.247559
	Iteration 31Q: 3 clusters Score -521382.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -521395.625000 Penalty: 4184.247559
	Iteration 32Q: 3 clusters Score -521395.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -521413.468750 Penalty: 4184.247559
	Iteration 33Q: 3 clusters Score -521413.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -521420.125000 Penalty: 4184.247559
	Iteration 34Q: 3 clusters Score -521420.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -521427.843750 Penalty: 4184.247559
	Iteration 35Q: 3 clusters Score -521427.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -521433.031250 Penalty: 4184.247559
	Iteration 36Q: 3 clusters Score -521433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -521442.718750 Penalty: 4184.247559
	Iteration 37Q: 3 clusters Score -521442.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -521449.593750 Penalty: 4184.247559
	Iteration 38Q: 3 clusters Score -521449.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -521454.468750 Penalty: 4184.247559
	Iteration 39Q: 3 clusters Score -521454.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -521457.343750 Penalty: 4184.247559
	Iteration 40F: 3 clusters Score -521457.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -521458.687500 Penalty: 4184.247559
	Iteration 41Q: 3 clusters Score -521458.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -521458.687500 Penalty: 4184.247559
	Iteration 42F: 3 clusters Score -521458.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -210214.984375 Penalty: 1874.770752
	Iteration 0F: 2 clusters Score -210215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -207677.687500 Penalty: 3749.541504
	Iteration 0F: 3 clusters Score -207677.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -208163.328125 Penalty: 3749.541504
	Iteration 1F: 3 clusters Score -208163.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -208314.546875 Penalty: 3749.541504
	Iteration 2F: 3 clusters Score -208314.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -208408.437500 Penalty: 3749.541504
	Iteration 3Q: 3 clusters Score -208408.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -208461.359375 Penalty: 3749.541504
	Iteration 4Q: 3 clusters Score -208461.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -208515.171875 Penalty: 3749.541504
	Iteration 5Q: 3 clusters Score -208515.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -208558.671875 Penalty: 3749.541504
	Iteration 6Q: 3 clusters Score -208558.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -208589.984375 Penalty: 3749.541504
	Iteration 7Q: 3 clusters Score -208590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -208615.281250 Penalty: 3749.541504
	Iteration 8Q: 3 clusters Score -208615.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -208632.781250 Penalty: 3749.541504
	Iteration 9Q: 3 clusters Score -208632.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -208646.421875 Penalty: 3749.541504
	Iteration 10Q: 3 clusters Score -208646.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -208656.218750 Penalty: 3749.541504
	Iteration 11Q: 3 clusters Score -208656.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -208665.000000 Penalty: 3749.541504
	Iteration 12Q: 3 clusters Score -208665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -208671.656250 Penalty: 3749.541504
	Iteration 13Q: 3 clusters Score -208671.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -208674.375000 Penalty: 3749.541504
	Iteration 14Q: 3 clusters Score -208674.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -208677.406250 Penalty: 3749.541504
	Iteration 15Q: 3 clusters Score -208677.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -208679.796875 Penalty: 3749.541504
	Iteration 16Q: 3 clusters Score -208679.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -208681.000000 Penalty: 3749.541504
	Iteration 17Q: 3 clusters Score -208681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -208681.937500 Penalty: 3749.541504
	Iteration 18Q: 3 clusters Score -208681.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -208683.046875 Penalty: 3749.541504
	Iteration 19Q: 3 clusters Score -208683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -208684.062500 Penalty: 3749.541504
	Iteration 20F: 3 clusters Score -208684.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -208685.109375 Penalty: 3749.541504
	Iteration 21Q: 3 clusters Score -208685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -208685.234375 Penalty: 3749.541504
	Iteration 22Q: 3 clusters Score -208685.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -208685.234375 Penalty: 3749.541504
	Iteration 23F: 3 clusters Score -208685.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Entering Unmasked Estep 
Score: -1768303.750000 Penalty: 2372.433838
	Iteration 0F: 2 clusters Score -1768304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1757847.875000 Penalty: 4744.867676
	Iteration 0F: 3 clusters Score -1757848 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1761056.250000 Penalty: 4744.867676
	Iteration 1F: 3 clusters Score -1761056 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1761393.625000 Penalty: 4744.867676
	Iteration 2F: 3 clusters Score -1761394 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1761653.875000 Penalty: 4744.867676
	Iteration 3Q: 3 clusters Score -1761654 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1761918.500000 Penalty: 4744.867676
	Iteration 4Q: 3 clusters Score -1761918 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1762170.375000 Penalty: 4744.867676
	Iteration 5Q: 3 clusters Score -1762170 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1762456.750000 Penalty: 4744.867676
	Iteration 6Q: 3 clusters Score -1762457 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1762818.000000 Penalty: 4744.867676
	Iteration 7Q: 3 clusters Score -1762818 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1763238.875000 Penalty: 4744.867676
	Iteration 8Q: 3 clusters Score -1763239 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1763754.375000 Penalty: 4744.867676
	Iteration 9F: 3 clusters Score -1763754 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1764342.625000 Penalty: 4744.867676
	Iteration 10F: 3 clusters Score -1764343 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1764980.750000 Penalty: 4744.867676
	Iteration 11Q: 3 clusters Score -1764981 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1765534.625000 Penalty: 4744.867676
	Iteration 12Q: 3 clusters Score -1765535 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1765860.875000 Penalty: 4744.867676
	Iteration 13Q: 3 clusters Score -1765861 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1766025.500000 Penalty: 4744.867676
	Iteration 14Q: 3 clusters Score -1766026 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1766094.625000 Penalty: 4744.867676
	Iteration 15Q: 3 clusters Score -1766095 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1766140.375000 Penalty: 4744.867676
	Iteration 16Q: 3 clusters Score -1766140 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1766168.000000 Penalty: 4744.867676
	Iteration 17Q: 3 clusters Score -1766168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1766190.000000 Penalty: 4744.867676
	Iteration 18Q: 3 clusters Score -1766190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1766194.250000 Penalty: 4744.867676
	Iteration 19Q: 3 clusters Score -1766194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1766196.750000 Penalty: 4744.867676
	Iteration 20F: 3 clusters Score -1766197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1766196.875000 Penalty: 4744.867676
	Iteration 21Q: 3 clusters Score -1766197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1766202.875000 Penalty: 4744.867676
	Iteration 22Q: 3 clusters Score -1766203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1766202.625000 Penalty: 4744.867676
	Iteration 23Q: 3 clusters Score -1766203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1766202.375000 Penalty: 4744.867676
	Iteration 24Q: 3 clusters Score -1766202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1766205.875000 Penalty: 4744.867676
	Iteration 25Q: 3 clusters Score -1766206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1766205.125000 Penalty: 4744.867676
	Iteration 26Q: 3 clusters Score -1766205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1766205.875000 Penalty: 4744.867676
	Iteration 27Q: 3 clusters Score -1766206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1766207.625000 Penalty: 4744.867676
	Iteration 28Q: 3 clusters Score -1766208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1766211.250000 Penalty: 4744.867676
	Iteration 29Q: 3 clusters Score -1766211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1766210.750000 Penalty: 4744.867676
	Iteration 30Q: 3 clusters Score -1766211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1766212.125000 Penalty: 4744.867676
	Iteration 31Q: 3 clusters Score -1766212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1766211.625000 Penalty: 4744.867676
	Iteration 32Q: 3 clusters Score -1766212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1766214.500000 Penalty: 4744.867676
	Iteration 33Q: 3 clusters Score -1766214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1766219.125000 Penalty: 4744.867676
	Iteration 34Q: 3 clusters Score -1766219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1766218.500000 Penalty: 4744.867676
	Iteration 35Q: 3 clusters Score -1766218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1766222.625000 Penalty: 4744.867676
	Iteration 36Q: 3 clusters Score -1766223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1766222.125000 Penalty: 4744.867676
	Iteration 37Q: 3 clusters Score -1766222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1766223.500000 Penalty: 4744.867676
	Iteration 38Q: 3 clusters Score -1766224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1766224.500000 Penalty: 4744.867676
	Iteration 39Q: 3 clusters Score -1766224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1766224.000000 Penalty: 4744.867676
	Iteration 40F: 3 clusters Score -1766224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1766220.875000 Penalty: 4744.867676
	Iteration 41Q: 3 clusters Score -1766221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1766223.000000 Penalty: 4744.867676
	Iteration 42Q: 3 clusters Score -1766223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1766223.375000 Penalty: 4744.867676
	Iteration 43Q: 3 clusters Score -1766223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1766224.875000 Penalty: 4744.867676
	Iteration 44Q: 3 clusters Score -1766225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1766228.000000 Penalty: 4744.867676
	Iteration 45Q: 3 clusters Score -1766228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1766226.875000 Penalty: 4744.867676
	Iteration 46Q: 3 clusters Score -1766227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1766228.500000 Penalty: 4744.867676
	Iteration 47Q: 3 clusters Score -1766228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1766228.750000 Penalty: 4744.867676
	Iteration 48Q: 3 clusters Score -1766229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1766228.750000 Penalty: 4744.867676
	Iteration 49F: 3 clusters Score -1766229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Entering Unmasked Estep 
Score: -291667.875000 Penalty: 1958.345093
	Iteration 0F: 2 clusters Score -291667.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -288587.031250 Penalty: 3916.690186
	Iteration 0F: 3 clusters Score -288587 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -289295.625000 Penalty: 3916.690186
	Iteration 1F: 3 clusters Score -289295.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -289540.125000 Penalty: 3916.690186
	Iteration 2F: 3 clusters Score -289540.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -289704.625000 Penalty: 3916.690186
	Iteration 3F: 3 clusters Score -289704.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -289849.187500 Penalty: 3916.690186
	Iteration 4F: 3 clusters Score -289849.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -289967.875000 Penalty: 3916.690186
	Iteration 5Q: 3 clusters Score -289967.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -290055.562500 Penalty: 3916.690186
	Iteration 6Q: 3 clusters Score -290055.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -290121.750000 Penalty: 3916.690186
	Iteration 7Q: 3 clusters Score -290121.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -290164.031250 Penalty: 3916.690186
	Iteration 8Q: 3 clusters Score -290164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -290198.000000 Penalty: 3916.690186
	Iteration 9Q: 3 clusters Score -290198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -290221.906250 Penalty: 3916.690186
	Iteration 10Q: 3 clusters Score -290221.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -290244.437500 Penalty: 3916.690186
	Iteration 11Q: 3 clusters Score -290244.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -290259.500000 Penalty: 3916.690186
	Iteration 12Q: 3 clusters Score -290259.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -290267.312500 Penalty: 3916.690186
	Iteration 13Q: 3 clusters Score -290267.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -290271.812500 Penalty: 3916.690186
	Iteration 14Q: 3 clusters Score -290271.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -290276.750000 Penalty: 3916.690186
	Iteration 15Q: 3 clusters Score -290276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -290278.218750 Penalty: 3916.690186
	Iteration 16Q: 3 clusters Score -290278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -290279.312500 Penalty: 3916.690186
	Iteration 17Q: 3 clusters Score -290279.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -290280.062500 Penalty: 3916.690186
	Iteration 18Q: 3 clusters Score -290280.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -290281.468750 Penalty: 3916.690186
	Iteration 19Q: 3 clusters Score -290281.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -290282.750000 Penalty: 3916.690186
	Iteration 20F: 3 clusters Score -290282.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -290284.562500 Penalty: 3916.690186
	Iteration 21Q: 3 clusters Score -290284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -290285.250000 Penalty: 3916.690186
	Iteration 22Q: 3 clusters Score -290285.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -290285.250000 Penalty: 3916.690186
	Iteration 23F: 3 clusters Score -290285.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48646.425781 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -48646.43 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 295 members 
Entering Unmasked Estep 
Score: -47220.054688 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -47220.05 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47534.242188 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -47534.24 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47657.531250 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -47657.53 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47787.453125 Penalty: 3156.062012
	Iteration 3F: 3 clusters Score -47787.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47878.640625 Penalty: 3156.062012
	Iteration 4F: 3 clusters Score -47878.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47974.468750 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -47974.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -48053.101562 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -48053.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -48151.695312 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -48151.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -48227.769531 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -48227.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -48252.675781 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -48252.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -48260.511719 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -48260.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -48272.886719 Penalty: 3156.062012
	Iteration 11Q: 3 clusters Score -48272.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -48284.234375 Penalty: 3156.062012
	Iteration 12Q: 3 clusters Score -48284.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -48286.511719 Penalty: 3156.062012
	Iteration 13Q: 3 clusters Score -48286.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -48290.230469 Penalty: 3156.062012
	Iteration 14Q: 3 clusters Score -48290.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -48298.363281 Penalty: 3156.062012
	Iteration 15F: 3 clusters Score -48298.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -48377.621094 Penalty: 3156.062012
	Iteration 16Q: 3 clusters Score -48377.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -48398.191406 Penalty: 3156.062012
	Iteration 17Q: 3 clusters Score -48398.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -48404.527344 Penalty: 3156.062012
	Iteration 18Q: 3 clusters Score -48404.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -48410.765625 Penalty: 3156.062012
	Iteration 19Q: 3 clusters Score -48410.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -48412.847656 Penalty: 3156.062012
	Iteration 20F: 3 clusters Score -48412.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -48416.582031 Penalty: 3156.062012
	Iteration 21Q: 3 clusters Score -48416.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -48419.269531 Penalty: 3156.062012
	Iteration 22Q: 3 clusters Score -48419.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -48419.269531 Penalty: 3156.062012
	Iteration 23F: 3 clusters Score -48419.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Entering Unmasked Estep 
Score: -3998588.750000 Penalty: 2583.742188
	Iteration 0F: 2 clusters Score -3998589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -3975602.500000 Penalty: 5167.484375
	Iteration 0F: 3 clusters Score -3975602 nChanged 15271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -3983971.750000 Penalty: 5167.484375
	Iteration 1F: 3 clusters Score -3983972 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3984539.500000 Penalty: 5167.484375
	Iteration 2Q: 3 clusters Score -3984540 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -3985028.000000 Penalty: 5167.484375
	Iteration 3Q: 3 clusters Score -3985028 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3985559.500000 Penalty: 5167.484375
	Iteration 4Q: 3 clusters Score -3985560 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -3986303.500000 Penalty: 5167.484375
	Iteration 5Q: 3 clusters Score -3986304 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -3987221.000000 Penalty: 5167.484375
	Iteration 6F: 3 clusters Score -3987221 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -3988457.000000 Penalty: 5167.484375
	Iteration 7F: 3 clusters Score -3988457 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -3989888.000000 Penalty: 5167.484375
	Iteration 8F: 3 clusters Score -3989888 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -3991417.500000 Penalty: 5167.484375
	Iteration 9F: 3 clusters Score -3991418 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -3992839.250000 Penalty: 5167.484375
	Iteration 10Q: 3 clusters Score -3992839 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -3994041.000000 Penalty: 5167.484375
	Iteration 11Q: 3 clusters Score -3994041 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -3994970.000000 Penalty: 5167.484375
	Iteration 12Q: 3 clusters Score -3994970 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -3995536.750000 Penalty: 5167.484375
	Iteration 13Q: 3 clusters Score -3995537 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -3995834.750000 Penalty: 5167.484375
	Iteration 14Q: 3 clusters Score -3995835 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -3996029.000000 Penalty: 5167.484375
	Iteration 15Q: 3 clusters Score -3996029 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -3996146.000000 Penalty: 5167.484375
	Iteration 16Q: 3 clusters Score -3996146 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -3996198.250000 Penalty: 5167.484375
	Iteration 17Q: 3 clusters Score -3996198 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -3996223.500000 Penalty: 5167.484375
	Iteration 18Q: 3 clusters Score -3996224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -3996261.750000 Penalty: 5167.484375
	Iteration 19Q: 3 clusters Score -3996262 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -3996284.000000 Penalty: 5167.484375
	Iteration 20F: 3 clusters Score -3996284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -3996307.750000 Penalty: 5167.484375
	Iteration 21Q: 3 clusters Score -3996308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -3996324.250000 Penalty: 5167.484375
	Iteration 22Q: 3 clusters Score -3996324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -3996336.250000 Penalty: 5167.484375
	Iteration 23Q: 3 clusters Score -3996336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -3996357.250000 Penalty: 5167.484375
	Iteration 24Q: 3 clusters Score -3996357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -3996362.000000 Penalty: 5167.484375
	Iteration 25Q: 3 clusters Score -3996362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -3996380.500000 Penalty: 5167.484375
	Iteration 26Q: 3 clusters Score -3996380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -3996389.500000 Penalty: 5167.484375
	Iteration 27Q: 3 clusters Score -3996390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -3996397.500000 Penalty: 5167.484375
	Iteration 28Q: 3 clusters Score -3996398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -3996400.750000 Penalty: 5167.484375
	Iteration 29Q: 3 clusters Score -3996401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -3996404.750000 Penalty: 5167.484375
	Iteration 30Q: 3 clusters Score -3996405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -3996410.000000 Penalty: 5167.484375
	Iteration 31Q: 3 clusters Score -3996410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -3996411.000000 Penalty: 5167.484375
	Iteration 32Q: 3 clusters Score -3996411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -3996412.750000 Penalty: 5167.484375
	Iteration 33Q: 3 clusters Score -3996413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -3996414.000000 Penalty: 5167.484375
	Iteration 34Q: 3 clusters Score -3996414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -3996417.750000 Penalty: 5167.484375
	Iteration 35Q: 3 clusters Score -3996418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -3996417.750000 Penalty: 5167.484375
	Iteration 36F: 3 clusters Score -3996418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (173193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173193 members 
Entering Unmasked Estep 
Score: -21123278.000000 Penalty: 2991.416016
	Iteration 0F: 2 clusters Score -2.112328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86381 members 
Mstep: Class 2 contains 86812 members 
Entering Unmasked Estep 
Score: -21009312.000000 Penalty: 5982.832031
	Iteration 0F: 3 clusters Score -2.100931e+07 nChanged 83170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83567 members 
Mstep: Class 2 contains 89626 members 
Entering Unmasked Estep 
Score: -21058466.000000 Penalty: 5982.832031
	Iteration 1F: 3 clusters Score -2.105847e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81289 members 
Mstep: Class 2 contains 91904 members 
Entering Unmasked Estep 
Score: -21061168.000000 Penalty: 5982.832031
	Iteration 2Q: 3 clusters Score -2.106117e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77662 members 
Mstep: Class 2 contains 95531 members 
Entering Unmasked Estep 
Score: -21065504.000000 Penalty: 5982.832031
	Iteration 3Q: 3 clusters Score -2.10655e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72164 members 
Mstep: Class 2 contains 101029 members 
Entering Unmasked Estep 
Score: -21072000.000000 Penalty: 5982.832031
	Iteration 4F: 3 clusters Score -2.1072e+07 nChanged 12317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64793 members 
Mstep: Class 2 contains 108400 members 
Entering Unmasked Estep 
Score: -21081056.000000 Penalty: 5982.832031
	Iteration 5F: 3 clusters Score -2.108106e+07 nChanged 12891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 116615 members 
Entering Unmasked Estep 
Score: -21091388.000000 Penalty: 5982.832031
	Iteration 6F: 3 clusters Score -2.109139e+07 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 123868 members 
Entering Unmasked Estep 
Score: -21100054.000000 Penalty: 5982.832031
	Iteration 7F: 3 clusters Score -2.110005e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 129269 members 
Entering Unmasked Estep 
Score: -21105734.000000 Penalty: 5982.832031
	Iteration 8F: 3 clusters Score -2.110573e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 133551 members 
Entering Unmasked Estep 
Score: -21108990.000000 Penalty: 5982.832031
	Iteration 9Q: 3 clusters Score -2.110899e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 137326 members 
Entering Unmasked Estep 
Score: -21111100.000000 Penalty: 5982.832031
	Iteration 10Q: 3 clusters Score -2.11111e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 140732 members 
Entering Unmasked Estep 
Score: -21112942.000000 Penalty: 5982.832031
	Iteration 11Q: 3 clusters Score -2.111294e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 143835 members 
Entering Unmasked Estep 
Score: -21114396.000000 Penalty: 5982.832031
	Iteration 12Q: 3 clusters Score -2.11144e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 146702 members 
Entering Unmasked Estep 
Score: -21115774.000000 Penalty: 5982.832031
	Iteration 13Q: 3 clusters Score -2.111577e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 149285 members 
Entering Unmasked Estep 
Score: -21116940.000000 Penalty: 5982.832031
	Iteration 14Q: 3 clusters Score -2.111694e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 151659 members 
Entering Unmasked Estep 
Score: -21117902.000000 Penalty: 5982.832031
	Iteration 15Q: 3 clusters Score -2.11179e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 153753 members 
Entering Unmasked Estep 
Score: -21118662.000000 Penalty: 5982.832031
	Iteration 16Q: 3 clusters Score -2.111866e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 155589 members 
Entering Unmasked Estep 
Score: -21119346.000000 Penalty: 5982.832031
	Iteration 17Q: 3 clusters Score -2.111935e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 157241 members 
Entering Unmasked Estep 
Score: -21119910.000000 Penalty: 5982.832031
	Iteration 18Q: 3 clusters Score -2.111991e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 158661 members 
Entering Unmasked Estep 
Score: -21120268.000000 Penalty: 5982.832031
	Iteration 19Q: 3 clusters Score -2.112027e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 159927 members 
Entering Unmasked Estep 
Score: -21120532.000000 Penalty: 5982.832031
	Iteration 20F: 3 clusters Score -2.112053e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 161070 members 
Entering Unmasked Estep 
Score: -21120708.000000 Penalty: 5982.832031
	Iteration 21Q: 3 clusters Score -2.112071e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 162080 members 
Entering Unmasked Estep 
Score: -21120926.000000 Penalty: 5982.832031
	Iteration 22Q: 3 clusters Score -2.112093e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 162983 members 
Entering Unmasked Estep 
Score: -21121108.000000 Penalty: 5982.832031
	Iteration 23Q: 3 clusters Score -2.112111e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 163785 members 
Entering Unmasked Estep 
Score: -21121280.000000 Penalty: 5982.832031
	Iteration 24Q: 3 clusters Score -2.112128e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 164487 members 
Entering Unmasked Estep 
Score: -21121388.000000 Penalty: 5982.832031
	Iteration 25Q: 3 clusters Score -2.112139e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 165127 members 
Entering Unmasked Estep 
Score: -21121424.000000 Penalty: 5982.832031
	Iteration 26Q: 3 clusters Score -2.112142e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 165720 members 
Entering Unmasked Estep 
Score: -21121476.000000 Penalty: 5982.832031
	Iteration 27Q: 3 clusters Score -2.112148e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 166194 members 
Entering Unmasked Estep 
Score: -21121530.000000 Penalty: 5982.832031
	Iteration 28Q: 3 clusters Score -2.112153e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 166623 members 
Entering Unmasked Estep 
Score: -21121566.000000 Penalty: 5982.832031
	Iteration 29Q: 3 clusters Score -2.112157e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 166995 members 
Entering Unmasked Estep 
Score: -21121678.000000 Penalty: 5982.832031
	Iteration 30Q: 3 clusters Score -2.112168e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 167326 members 
Entering Unmasked Estep 
Score: -21121712.000000 Penalty: 5982.832031
	Iteration 31Q: 3 clusters Score -2.112171e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 167603 members 
Entering Unmasked Estep 
Score: -21121778.000000 Penalty: 5982.832031
	Iteration 32Q: 3 clusters Score -2.112178e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 167845 members 
Entering Unmasked Estep 
Score: -21121832.000000 Penalty: 5982.832031
	Iteration 33Q: 3 clusters Score -2.112183e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 168068 members 
Entering Unmasked Estep 
Score: -21121910.000000 Penalty: 5982.832031
	Iteration 34Q: 3 clusters Score -2.112191e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 168266 members 
Entering Unmasked Estep 
Score: -21121944.000000 Penalty: 5982.832031
	Iteration 35Q: 3 clusters Score -2.112194e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 168425 members 
Entering Unmasked Estep 
Score: -21121932.000000 Penalty: 5982.832031
	Iteration 36Q: 3 clusters Score -2.112193e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 168562 members 
Entering Unmasked Estep 
Score: -21121942.000000 Penalty: 5982.832031
	Iteration 37Q: 3 clusters Score -2.112194e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 168680 members 
Entering Unmasked Estep 
Score: -21121936.000000 Penalty: 5982.832031
	Iteration 38Q: 3 clusters Score -2.112194e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 168798 members 
Entering Unmasked Estep 
Score: -21121924.000000 Penalty: 5982.832031
	Iteration 39Q: 3 clusters Score -2.112192e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 168890 members 
Entering Unmasked Estep 
Score: -21121924.000000 Penalty: 5982.832031
	Iteration 40F: 3 clusters Score -2.112192e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 168982 members 
Entering Unmasked Estep 
Score: -21121934.000000 Penalty: 5982.832031
	Iteration 41Q: 3 clusters Score -2.112193e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 169056 members 
Entering Unmasked Estep 
Score: -21121960.000000 Penalty: 5982.832031
	Iteration 42Q: 3 clusters Score -2.112196e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 169126 members 
Entering Unmasked Estep 
Score: -21121940.000000 Penalty: 5982.832031
	Iteration 43Q: 3 clusters Score -2.112194e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 169192 members 
Entering Unmasked Estep 
Score: -21121976.000000 Penalty: 5982.832031
	Iteration 44Q: 3 clusters Score -2.112198e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 169269 members 
Entering Unmasked Estep 
Score: -21122022.000000 Penalty: 5982.832031
	Iteration 45Q: 3 clusters Score -2.112202e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 169330 members 
Entering Unmasked Estep 
Score: -21122016.000000 Penalty: 5982.832031
	Iteration 46Q: 3 clusters Score -2.112202e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 169376 members 
Entering Unmasked Estep 
Score: -21122016.000000 Penalty: 5982.832031
	Iteration 47Q: 3 clusters Score -2.112202e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 169419 members 
Entering Unmasked Estep 
Score: -21122042.000000 Penalty: 5982.832031
	Iteration 48Q: 3 clusters Score -2.112204e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 169459 members 
Entering Unmasked Estep 
Score: -21122052.000000 Penalty: 5982.832031
	Iteration 49Q: 3 clusters Score -2.112205e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 169488 members 
Entering Unmasked Estep 
Score: -21122044.000000 Penalty: 5982.832031
	Iteration 50Q: 3 clusters Score -2.112204e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 169511 members 
Entering Unmasked Estep 
Score: -21122046.000000 Penalty: 5982.832031
	Iteration 51Q: 3 clusters Score -2.112205e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 169535 members 
Entering Unmasked Estep 
Score: -21122074.000000 Penalty: 5982.832031
	Iteration 52Q: 3 clusters Score -2.112207e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 169562 members 
Entering Unmasked Estep 
Score: -21122074.000000 Penalty: 5982.832031
	Iteration 53Q: 3 clusters Score -2.112207e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 169589 members 
Entering Unmasked Estep 
Score: -21122084.000000 Penalty: 5982.832031
	Iteration 54Q: 3 clusters Score -2.112208e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 169607 members 
Entering Unmasked Estep 
Score: -21122066.000000 Penalty: 5982.832031
	Iteration 55Q: 3 clusters Score -2.112207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 169623 members 
Entering Unmasked Estep 
Score: -21122052.000000 Penalty: 5982.832031
	Iteration 56Q: 3 clusters Score -2.112205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 169630 members 
Entering Unmasked Estep 
Score: -21122042.000000 Penalty: 5982.832031
	Iteration 57Q: 3 clusters Score -2.112204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 169641 members 
Entering Unmasked Estep 
Score: -21122048.000000 Penalty: 5982.832031
	Iteration 58Q: 3 clusters Score -2.112205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 169647 members 
Entering Unmasked Estep 
Score: -21122046.000000 Penalty: 5982.832031
	Iteration 59Q: 3 clusters Score -2.112205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 169651 members 
Entering Unmasked Estep 
Score: -21122048.000000 Penalty: 5982.832031
	Iteration 60F: 3 clusters Score -2.112205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 169657 members 
Entering Unmasked Estep 
Score: -21122044.000000 Penalty: 5982.832031
	Iteration 61Q: 3 clusters Score -2.112204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 169663 members 
Entering Unmasked Estep 
Score: -21122046.000000 Penalty: 5982.832031
	Iteration 62Q: 3 clusters Score -2.112205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 169669 members 
Entering Unmasked Estep 
Score: -21122046.000000 Penalty: 5982.832031
	Iteration 63Q: 3 clusters Score -2.112205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 169673 members 
Entering Unmasked Estep 
Score: -21122050.000000 Penalty: 5982.832031
	Iteration 64Q: 3 clusters Score -2.112205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 169676 members 
Entering Unmasked Estep 
Score: -21122040.000000 Penalty: 5982.832031
	Iteration 65Q: 3 clusters Score -2.112204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 169676 members 
Entering Unmasked Estep 
Score: -21122040.000000 Penalty: 5982.832031
	Iteration 66F: 3 clusters Score -2.112204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -122278.062500 Penalty: 1760.602051
	Iteration 0F: 2 clusters Score -122278.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -120234.390625 Penalty: 3521.204102
	Iteration 0F: 3 clusters Score -120234.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -120594.773438 Penalty: 3521.204102
	Iteration 1F: 3 clusters Score -120594.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -120714.007812 Penalty: 3521.204102
	Iteration 2F: 3 clusters Score -120714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -120812.437500 Penalty: 3521.204102
	Iteration 3F: 3 clusters Score -120812.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -120899.015625 Penalty: 3521.204102
	Iteration 4Q: 3 clusters Score -120899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -120974.140625 Penalty: 3521.204102
	Iteration 5Q: 3 clusters Score -120974.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -121059.453125 Penalty: 3521.204102
	Iteration 6Q: 3 clusters Score -121059.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -121139.390625 Penalty: 3521.204102
	Iteration 7Q: 3 clusters Score -121139.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -121217.578125 Penalty: 3521.204102
	Iteration 8Q: 3 clusters Score -121217.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -121287.718750 Penalty: 3521.204102
	Iteration 9Q: 3 clusters Score -121287.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -121348.679688 Penalty: 3521.204102
	Iteration 10Q: 3 clusters Score -121348.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -121412.179688 Penalty: 3521.204102
	Iteration 11Q: 3 clusters Score -121412.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -121434.234375 Penalty: 3521.204102
	Iteration 12Q: 3 clusters Score -121434.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -121456.835938 Penalty: 3521.204102
	Iteration 13Q: 3 clusters Score -121456.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -121475.304688 Penalty: 3521.204102
	Iteration 14Q: 3 clusters Score -121475.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -121505.171875 Penalty: 3521.204102
	Iteration 15Q: 3 clusters Score -121505.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -121538.851562 Penalty: 3521.204102
	Iteration 16Q: 3 clusters Score -121538.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -121560.218750 Penalty: 3521.204102
	Iteration 17Q: 3 clusters Score -121560.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -121575.437500 Penalty: 3521.204102
	Iteration 18Q: 3 clusters Score -121575.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -121582.328125 Penalty: 3521.204102
	Iteration 19Q: 3 clusters Score -121582.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -121588.250000 Penalty: 3521.204102
	Iteration 20F: 3 clusters Score -121588.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -121594.070312 Penalty: 3521.204102
	Iteration 21Q: 3 clusters Score -121594.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -121605.531250 Penalty: 3521.204102
	Iteration 22Q: 3 clusters Score -121605.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -121614.640625 Penalty: 3521.204102
	Iteration 23Q: 3 clusters Score -121614.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -121623.460938 Penalty: 3521.204102
	Iteration 24Q: 3 clusters Score -121623.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -121628.570312 Penalty: 3521.204102
	Iteration 25Q: 3 clusters Score -121628.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -121638.250000 Penalty: 3521.204102
	Iteration 26Q: 3 clusters Score -121638.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -121648.632812 Penalty: 3521.204102
	Iteration 27Q: 3 clusters Score -121648.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -121654.226562 Penalty: 3521.204102
	Iteration 28Q: 3 clusters Score -121654.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -121657.875000 Penalty: 3521.204102
	Iteration 29Q: 3 clusters Score -121657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -121658.796875 Penalty: 3521.204102
	Iteration 30Q: 3 clusters Score -121658.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -121662.281250 Penalty: 3521.204102
	Iteration 31Q: 3 clusters Score -121662.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -121662.828125 Penalty: 3521.204102
	Iteration 32Q: 3 clusters Score -121662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -121662.828125 Penalty: 3521.204102
	Iteration 33F: 3 clusters Score -121662.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Entering Unmasked Estep 
Score: -427089.406250 Penalty: 2040.852539
	Iteration 0F: 2 clusters Score -427089.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -423352.875000 Penalty: 4081.705078
	Iteration 0F: 3 clusters Score -423352.9 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -424287.218750 Penalty: 4081.705078
	Iteration 1F: 3 clusters Score -424287.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -424513.875000 Penalty: 4081.705078
	Iteration 2F: 3 clusters Score -424513.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -424666.812500 Penalty: 4081.705078
	Iteration 3F: 3 clusters Score -424666.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -424764.406250 Penalty: 4081.705078
	Iteration 4Q: 3 clusters Score -424764.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -424830.062500 Penalty: 4081.705078
	Iteration 5Q: 3 clusters Score -424830.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -424883.156250 Penalty: 4081.705078
	Iteration 6Q: 3 clusters Score -424883.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -424926.406250 Penalty: 4081.705078
	Iteration 7Q: 3 clusters Score -424926.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -424968.968750 Penalty: 4081.705078
	Iteration 8Q: 3 clusters Score -424969 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -424996.968750 Penalty: 4081.705078
	Iteration 9Q: 3 clusters Score -424997 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -425016.968750 Penalty: 4081.705078
	Iteration 10Q: 3 clusters Score -425017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -425035.062500 Penalty: 4081.705078
	Iteration 11Q: 3 clusters Score -425035.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -425053.562500 Penalty: 4081.705078
	Iteration 12Q: 3 clusters Score -425053.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -425072.500000 Penalty: 4081.705078
	Iteration 13Q: 3 clusters Score -425072.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -425095.000000 Penalty: 4081.705078
	Iteration 14Q: 3 clusters Score -425095 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -425122.437500 Penalty: 4081.705078
	Iteration 15Q: 3 clusters Score -425122.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -425146.843750 Penalty: 4081.705078
	Iteration 16Q: 3 clusters Score -425146.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -425169.062500 Penalty: 4081.705078
	Iteration 17Q: 3 clusters Score -425169.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -425187.656250 Penalty: 4081.705078
	Iteration 18Q: 3 clusters Score -425187.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -425201.781250 Penalty: 4081.705078
	Iteration 19Q: 3 clusters Score -425201.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -425214.343750 Penalty: 4081.705078
	Iteration 20F: 3 clusters Score -425214.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -425225.562500 Penalty: 4081.705078
	Iteration 21Q: 3 clusters Score -425225.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -425234.750000 Penalty: 4081.705078
	Iteration 22Q: 3 clusters Score -425234.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -425245.593750 Penalty: 4081.705078
	Iteration 23Q: 3 clusters Score -425245.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -425256.750000 Penalty: 4081.705078
	Iteration 24Q: 3 clusters Score -425256.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -425265.843750 Penalty: 4081.705078
	Iteration 25Q: 3 clusters Score -425265.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -425273.156250 Penalty: 4081.705078
	Iteration 26Q: 3 clusters Score -425273.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -425281.906250 Penalty: 4081.705078
	Iteration 27Q: 3 clusters Score -425281.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -425288.937500 Penalty: 4081.705078
	Iteration 28Q: 3 clusters Score -425288.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -425296.062500 Penalty: 4081.705078
	Iteration 29Q: 3 clusters Score -425296.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -425303.031250 Penalty: 4081.705078
	Iteration 30Q: 3 clusters Score -425303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -425308.187500 Penalty: 4081.705078
	Iteration 31Q: 3 clusters Score -425308.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -425310.125000 Penalty: 4081.705078
	Iteration 32Q: 3 clusters Score -425310.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -425314.312500 Penalty: 4081.705078
	Iteration 33Q: 3 clusters Score -425314.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -425319.500000 Penalty: 4081.705078
	Iteration 34Q: 3 clusters Score -425319.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -425323.312500 Penalty: 4081.705078
	Iteration 35Q: 3 clusters Score -425323.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -425327.343750 Penalty: 4081.705078
	Iteration 36Q: 3 clusters Score -425327.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -425330.250000 Penalty: 4081.705078
	Iteration 37Q: 3 clusters Score -425330.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -425332.562500 Penalty: 4081.705078
	Iteration 38Q: 3 clusters Score -425332.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -425337.000000 Penalty: 4081.705078
	Iteration 39Q: 3 clusters Score -425337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -425343.843750 Penalty: 4081.705078
	Iteration 40F: 3 clusters Score -425343.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -425346.625000 Penalty: 4081.705078
	Iteration 41Q: 3 clusters Score -425346.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -425349.343750 Penalty: 4081.705078
	Iteration 42Q: 3 clusters Score -425349.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -425349.406250 Penalty: 4081.705078
	Iteration 43Q: 3 clusters Score -425349.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -425349.406250 Penalty: 4081.705078
	Iteration 44F: 3 clusters Score -425349.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61040 members 
Mstep: Class 4 contains 220906 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 152103 members 
Mstep: Class 7 contains 11448 members 
Mstep: Class 8 contains 181528 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 14275 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33467 members 
Mstep: Class 19 contains 173193 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297848.000000 Penalty: 61069.699219
Iteration 319Q: 19 clusters Score -1.042978e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61015 members 
Mstep: Class 4 contains 220776 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 152664 members 
Mstep: Class 7 contains 11447 members 
Mstep: Class 8 contains 181183 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 14348 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33466 members 
Mstep: Class 19 contains 173065 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298024.000000 Penalty: 61069.699219
Iteration 320F: 19 clusters Score -1.04298e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 61002 members 
Mstep: Class 4 contains 220638 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 153219 members 
Mstep: Class 7 contains 11448 members 
Mstep: Class 8 contains 180831 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33468 members 
Mstep: Class 19 contains 172971 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298040.000000 Penalty: 61069.699219
Iteration 321Q: 19 clusters Score -1.04298e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 60986 members 
Mstep: Class 4 contains 220473 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 153808 members 
Mstep: Class 7 contains 11447 members 
Mstep: Class 8 contains 180492 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 14454 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33469 members 
Mstep: Class 19 contains 172859 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298048.000000 Penalty: 61069.699219
Iteration 322Q: 19 clusters Score -1.04298e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 60992 members 
Mstep: Class 4 contains 220271 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 154343 members 
Mstep: Class 7 contains 11449 members 
Mstep: Class 8 contains 180169 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 14514 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33474 members 
Mstep: Class 19 contains 172783 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298144.000000 Penalty: 61069.699219
Iteration 323Q: 19 clusters Score -1.042981e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 60989 members 
Mstep: Class 4 contains 220093 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 154864 members 
Mstep: Class 7 contains 11448 members 
Mstep: Class 8 contains 179845 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 14582 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33479 members 
Mstep: Class 19 contains 172694 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298248.000000 Penalty: 61069.699219
Iteration 324Q: 19 clusters Score -1.042982e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 60984 members 
Mstep: Class 4 contains 219885 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 155406 members 
Mstep: Class 7 contains 11452 members 
Mstep: Class 8 contains 179534 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 14647 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33492 members 
Mstep: Class 19 contains 172607 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298328.000000 Penalty: 61069.699219
Iteration 325Q: 19 clusters Score -1.042983e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 60981 members 
Mstep: Class 4 contains 219676 members 
Mstep: Class 5 contains 3660 members 
Mstep: Class 6 contains 155938 members 
Mstep: Class 7 contains 11450 members 
Mstep: Class 8 contains 179248 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 14696 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33501 members 
Mstep: Class 19 contains 172529 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298280.000000 Penalty: 61069.699219
Iteration 326Q: 19 clusters Score -1.042983e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 60971 members 
Mstep: Class 4 contains 219427 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 156507 members 
Mstep: Class 7 contains 11450 members 
Mstep: Class 8 contains 178962 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 14749 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33514 members 
Mstep: Class 19 contains 172445 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298352.000000 Penalty: 61069.699219
Iteration 327Q: 19 clusters Score -1.042984e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 60969 members 
Mstep: Class 4 contains 219145 members 
Mstep: Class 5 contains 3664 members 
Mstep: Class 6 contains 157109 members 
Mstep: Class 7 contains 11449 members 
Mstep: Class 8 contains 178681 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 14800 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33522 members 
Mstep: Class 19 contains 172361 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298264.000000 Penalty: 61069.699219
Iteration 328Q: 19 clusters Score -1.042983e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 60952 members 
Mstep: Class 4 contains 218866 members 
Mstep: Class 5 contains 3668 members 
Mstep: Class 6 contains 157765 members 
Mstep: Class 7 contains 11447 members 
Mstep: Class 8 contains 178365 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 14846 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33534 members 
Mstep: Class 19 contains 172261 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298304.000000 Penalty: 61069.699219
Iteration 329Q: 19 clusters Score -1.042983e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 60941 members 
Mstep: Class 4 contains 218596 members 
Mstep: Class 5 contains 3668 members 
Mstep: Class 6 contains 158410 members 
Mstep: Class 7 contains 11447 members 
Mstep: Class 8 contains 178041 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 14904 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33542 members 
Mstep: Class 19 contains 172159 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298624.000000 Penalty: 61069.699219
Iteration 330Q: 19 clusters Score -1.042986e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60928 members 
Mstep: Class 4 contains 218350 members 
Mstep: Class 5 contains 3663 members 
Mstep: Class 6 contains 159028 members 
Mstep: Class 7 contains 11445 members 
Mstep: Class 8 contains 177708 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 14939 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33559 members 
Mstep: Class 19 contains 172095 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298744.000000 Penalty: 61069.699219
Iteration 331Q: 19 clusters Score -1.042987e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60907 members 
Mstep: Class 4 contains 218127 members 
Mstep: Class 5 contains 3655 members 
Mstep: Class 6 contains 159599 members 
Mstep: Class 7 contains 11448 members 
Mstep: Class 8 contains 177392 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 14987 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33583 members 
Mstep: Class 19 contains 172020 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298944.000000 Penalty: 61069.699219
Iteration 332Q: 19 clusters Score -1.042989e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60878 members 
Mstep: Class 4 contains 217920 members 
Mstep: Class 5 contains 3650 members 
Mstep: Class 6 contains 160176 members 
Mstep: Class 7 contains 11450 members 
Mstep: Class 8 contains 177076 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 15033 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33596 members 
Mstep: Class 19 contains 171947 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298864.000000 Penalty: 61069.699219
Iteration 333Q: 19 clusters Score -1.042989e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60840 members 
Mstep: Class 4 contains 217761 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 160730 members 
Mstep: Class 7 contains 11451 members 
Mstep: Class 8 contains 176734 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 15074 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33613 members 
Mstep: Class 19 contains 171879 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299064.000000 Penalty: 61069.699219
Iteration 334Q: 19 clusters Score -1.042991e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60817 members 
Mstep: Class 4 contains 217591 members 
Mstep: Class 5 contains 3647 members 
Mstep: Class 6 contains 161264 members 
Mstep: Class 7 contains 11450 members 
Mstep: Class 8 contains 176397 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 15117 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33627 members 
Mstep: Class 19 contains 171826 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299176.000000 Penalty: 61069.699219
Iteration 335Q: 19 clusters Score -1.042992e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60791 members 
Mstep: Class 4 contains 217414 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 161772 members 
Mstep: Class 7 contains 11448 members 
Mstep: Class 8 contains 176089 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 15163 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33639 members 
Mstep: Class 19 contains 171771 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299168.000000 Penalty: 61069.699219
Iteration 336Q: 19 clusters Score -1.042992e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60753 members 
Mstep: Class 4 contains 217231 members 
Mstep: Class 5 contains 3653 members 
Mstep: Class 6 contains 162283 members 
Mstep: Class 7 contains 11444 members 
Mstep: Class 8 contains 175773 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 15220 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33646 members 
Mstep: Class 19 contains 171741 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299408.000000 Penalty: 61069.699219
Iteration 337Q: 19 clusters Score -1.042994e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60726 members 
Mstep: Class 4 contains 217073 members 
Mstep: Class 5 contains 3656 members 
Mstep: Class 6 contains 162788 members 
Mstep: Class 7 contains 11443 members 
Mstep: Class 8 contains 175456 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 15268 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33655 members 
Mstep: Class 19 contains 171681 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299592.000000 Penalty: 61069.699219
Iteration 338Q: 19 clusters Score -1.042996e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60706 members 
Mstep: Class 4 contains 216943 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 163270 members 
Mstep: Class 7 contains 11440 members 
Mstep: Class 8 contains 175123 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 15313 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33673 members 
Mstep: Class 19 contains 171613 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299712.000000 Penalty: 61069.699219
Iteration 339Q: 19 clusters Score -1.042997e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60709 members 
Mstep: Class 4 contains 216782 members 
Mstep: Class 5 contains 3665 members 
Mstep: Class 6 contains 163733 members 
Mstep: Class 7 contains 11437 members 
Mstep: Class 8 contains 174807 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 15368 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33694 members 
Mstep: Class 19 contains 171548 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299760.000000 Penalty: 61069.699219
Iteration 340F: 19 clusters Score -1.042998e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60714 members 
Mstep: Class 4 contains 216649 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 164128 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 174530 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 15425 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33712 members 
Mstep: Class 19 contains 171492 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299808.000000 Penalty: 61069.699219
Iteration 341Q: 19 clusters Score -1.042998e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60705 members 
Mstep: Class 4 contains 216586 members 
Mstep: Class 5 contains 3665 members 
Mstep: Class 6 contains 164481 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 174247 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 15491 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33728 members 
Mstep: Class 19 contains 171422 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300064.000000 Penalty: 61069.699219
Iteration 342Q: 19 clusters Score -1.043001e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60672 members 
Mstep: Class 4 contains 216532 members 
Mstep: Class 5 contains 3664 members 
Mstep: Class 6 contains 164816 members 
Mstep: Class 7 contains 11435 members 
Mstep: Class 8 contains 173993 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 15556 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33741 members 
Mstep: Class 19 contains 171357 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300104.000000 Penalty: 61069.699219
Iteration 343Q: 19 clusters Score -1.043001e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60655 members 
Mstep: Class 4 contains 216480 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 165118 members 
Mstep: Class 7 contains 11424 members 
Mstep: Class 8 contains 173764 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 15608 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33756 members 
Mstep: Class 19 contains 171299 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300488.000000 Penalty: 61069.699219
Iteration 344Q: 19 clusters Score -1.043005e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60649 members 
Mstep: Class 4 contains 216433 members 
Mstep: Class 5 contains 3670 members 
Mstep: Class 6 contains 165391 members 
Mstep: Class 7 contains 11417 members 
Mstep: Class 8 contains 173541 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4585 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 15688 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33766 members 
Mstep: Class 19 contains 171225 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300616.000000 Penalty: 61069.699219
Iteration 345Q: 19 clusters Score -1.043006e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60649 members 
Mstep: Class 4 contains 216411 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 165661 members 
Mstep: Class 7 contains 11416 members 
Mstep: Class 8 contains 173282 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4587 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 15752 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33781 members 
Mstep: Class 19 contains 171169 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300576.000000 Penalty: 61069.699219
Iteration 346Q: 19 clusters Score -1.043006e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60644 members 
Mstep: Class 4 contains 216376 members 
Mstep: Class 5 contains 3669 members 
Mstep: Class 6 contains 165914 members 
Mstep: Class 7 contains 11409 members 
Mstep: Class 8 contains 173054 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 15822 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33788 members 
Mstep: Class 19 contains 171112 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300832.000000 Penalty: 61069.699219
Iteration 347Q: 19 clusters Score -1.043008e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60647 members 
Mstep: Class 4 contains 216305 members 
Mstep: Class 5 contains 3671 members 
Mstep: Class 6 contains 166175 members 
Mstep: Class 7 contains 11407 members 
Mstep: Class 8 contains 172856 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 15883 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33799 members 
Mstep: Class 19 contains 171053 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301128.000000 Penalty: 61069.699219
Iteration 348Q: 19 clusters Score -1.043011e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60645 members 
Mstep: Class 4 contains 216241 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 166392 members 
Mstep: Class 7 contains 11398 members 
Mstep: Class 8 contains 172664 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 15948 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33816 members 
Mstep: Class 19 contains 171016 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301296.000000 Penalty: 61069.699219
Iteration 349Q: 19 clusters Score -1.043013e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60633 members 
Mstep: Class 4 contains 216191 members 
Mstep: Class 5 contains 3681 members 
Mstep: Class 6 contains 166651 members 
Mstep: Class 7 contains 11387 members 
Mstep: Class 8 contains 172480 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 15997 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33835 members 
Mstep: Class 19 contains 170945 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301328.000000 Penalty: 61069.699219
Iteration 350Q: 19 clusters Score -1.043013e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60627 members 
Mstep: Class 4 contains 216106 members 
Mstep: Class 5 contains 3683 members 
Mstep: Class 6 contains 166914 members 
Mstep: Class 7 contains 11383 members 
Mstep: Class 8 contains 172307 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 16039 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33855 members 
Mstep: Class 19 contains 170887 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301384.000000 Penalty: 61069.699219
Iteration 351Q: 19 clusters Score -1.043014e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60624 members 
Mstep: Class 4 contains 216037 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 167165 members 
Mstep: Class 7 contains 11371 members 
Mstep: Class 8 contains 172123 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 16089 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33883 members 
Mstep: Class 19 contains 170819 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301600.000000 Penalty: 61069.699219
Iteration 352Q: 19 clusters Score -1.043016e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60630 members 
Mstep: Class 4 contains 215990 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 167401 members 
Mstep: Class 7 contains 11360 members 
Mstep: Class 8 contains 171935 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 16122 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33904 members 
Mstep: Class 19 contains 170759 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301648.000000 Penalty: 61069.699219
Iteration 353Q: 19 clusters Score -1.043016e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60643 members 
Mstep: Class 4 contains 215960 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 167623 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 171771 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 16146 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33928 members 
Mstep: Class 19 contains 170674 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301528.000000 Penalty: 61069.699219
Iteration 354Q: 19 clusters Score -1.043015e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60656 members 
Mstep: Class 4 contains 215906 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 167854 members 
Mstep: Class 7 contains 11349 members 
Mstep: Class 8 contains 171599 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 16184 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33961 members 
Mstep: Class 19 contains 170592 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301392.000000 Penalty: 61069.699219
Iteration 355Q: 19 clusters Score -1.043014e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60664 members 
Mstep: Class 4 contains 215864 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 168096 members 
Mstep: Class 7 contains 11341 members 
Mstep: Class 8 contains 171413 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4587 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 16216 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 33998 members 
Mstep: Class 19 contains 170508 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301480.000000 Penalty: 61069.699219
Iteration 356Q: 19 clusters Score -1.043015e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60678 members 
Mstep: Class 4 contains 215854 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 168304 members 
Mstep: Class 7 contains 11338 members 
Mstep: Class 8 contains 171232 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4584 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 16243 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34019 members 
Mstep: Class 19 contains 170443 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301552.000000 Penalty: 61069.699219
Iteration 357Q: 19 clusters Score -1.043016e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60690 members 
Mstep: Class 4 contains 215830 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 168536 members 
Mstep: Class 7 contains 11332 members 
Mstep: Class 8 contains 171027 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4585 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 16269 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34045 members 
Mstep: Class 19 contains 170385 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301720.000000 Penalty: 61069.699219
Iteration 358Q: 19 clusters Score -1.043017e+08 nChanged 931
Entering ConstructFrom: 
Score: -104301720.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (5751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Entering Unmasked Estep 
Score: -692762.562500 Penalty: 2146.968018
	Iteration 0F: 2 clusters Score -692762.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -687817.375000 Penalty: 4293.936035
	Iteration 0F: 3 clusters Score -687817.4 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -688988.000000 Penalty: 4293.936035
	Iteration 1F: 3 clusters Score -688988 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -689178.187500 Penalty: 4293.936035
	Iteration 2F: 3 clusters Score -689178.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -689295.937500 Penalty: 4293.936035
	Iteration 3Q: 3 clusters Score -689295.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -689386.812500 Penalty: 4293.936035
	Iteration 4Q: 3 clusters Score -689386.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -689448.062500 Penalty: 4293.936035
	Iteration 5Q: 3 clusters Score -689448.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -689516.562500 Penalty: 4293.936035
	Iteration 6Q: 3 clusters Score -689516.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -689572.562500 Penalty: 4293.936035
	Iteration 7Q: 3 clusters Score -689572.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -689629.375000 Penalty: 4293.936035
	Iteration 8Q: 3 clusters Score -689629.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -689679.312500 Penalty: 4293.936035
	Iteration 9Q: 3 clusters Score -689679.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -689736.125000 Penalty: 4293.936035
	Iteration 10Q: 3 clusters Score -689736.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -689802.750000 Penalty: 4293.936035
	Iteration 11Q: 3 clusters Score -689802.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -689853.750000 Penalty: 4293.936035
	Iteration 12Q: 3 clusters Score -689853.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -689905.312500 Penalty: 4293.936035
	Iteration 13Q: 3 clusters Score -689905.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -689958.062500 Penalty: 4293.936035
	Iteration 14Q: 3 clusters Score -689958.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -690003.187500 Penalty: 4293.936035
	Iteration 15Q: 3 clusters Score -690003.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -690050.562500 Penalty: 4293.936035
	Iteration 16Q: 3 clusters Score -690050.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -690098.000000 Penalty: 4293.936035
	Iteration 17Q: 3 clusters Score -690098 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -690146.062500 Penalty: 4293.936035
	Iteration 18Q: 3 clusters Score -690146.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -690186.250000 Penalty: 4293.936035
	Iteration 19Q: 3 clusters Score -690186.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -690237.437500 Penalty: 4293.936035
	Iteration 20F: 3 clusters Score -690237.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -690293.500000 Penalty: 4293.936035
	Iteration 21Q: 3 clusters Score -690293.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -690349.125000 Penalty: 4293.936035
	Iteration 22Q: 3 clusters Score -690349.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -690408.437500 Penalty: 4293.936035
	Iteration 23Q: 3 clusters Score -690408.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -690462.437500 Penalty: 4293.936035
	Iteration 24Q: 3 clusters Score -690462.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -690508.812500 Penalty: 4293.936035
	Iteration 25Q: 3 clusters Score -690508.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -690552.375000 Penalty: 4293.936035
	Iteration 26Q: 3 clusters Score -690552.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -690589.500000 Penalty: 4293.936035
	Iteration 27Q: 3 clusters Score -690589.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -690624.562500 Penalty: 4293.936035
	Iteration 28Q: 3 clusters Score -690624.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -690647.250000 Penalty: 4293.936035
	Iteration 29Q: 3 clusters Score -690647.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -690666.500000 Penalty: 4293.936035
	Iteration 30Q: 3 clusters Score -690666.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -690687.687500 Penalty: 4293.936035
	Iteration 31Q: 3 clusters Score -690687.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -690708.000000 Penalty: 4293.936035
	Iteration 32Q: 3 clusters Score -690708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -690730.500000 Penalty: 4293.936035
	Iteration 33Q: 3 clusters Score -690730.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -690743.062500 Penalty: 4293.936035
	Iteration 34Q: 3 clusters Score -690743.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -690753.375000 Penalty: 4293.936035
	Iteration 35Q: 3 clusters Score -690753.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -690762.187500 Penalty: 4293.936035
	Iteration 36Q: 3 clusters Score -690762.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -690767.062500 Penalty: 4293.936035
	Iteration 37Q: 3 clusters Score -690767.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -690773.625000 Penalty: 4293.936035
	Iteration 38Q: 3 clusters Score -690773.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -690785.000000 Penalty: 4293.936035
	Iteration 39Q: 3 clusters Score -690785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -690789.500000 Penalty: 4293.936035
	Iteration 40F: 3 clusters Score -690789.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -690794.187500 Penalty: 4293.936035
	Iteration 41Q: 3 clusters Score -690794.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -690798.812500 Penalty: 4293.936035
	Iteration 42Q: 3 clusters Score -690798.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -690804.062500 Penalty: 4293.936035
	Iteration 43Q: 3 clusters Score -690804.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -690806.375000 Penalty: 4293.936035
	Iteration 44Q: 3 clusters Score -690806.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -690808.437500 Penalty: 4293.936035
	Iteration 45Q: 3 clusters Score -690808.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -690811.937500 Penalty: 4293.936035
	Iteration 46Q: 3 clusters Score -690811.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -690814.125000 Penalty: 4293.936035
	Iteration 47Q: 3 clusters Score -690814.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -690814.250000 Penalty: 4293.936035
	Iteration 48Q: 3 clusters Score -690814.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -690814.875000 Penalty: 4293.936035
	Iteration 49Q: 3 clusters Score -690814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -690816.187500 Penalty: 4293.936035
	Iteration 50Q: 3 clusters Score -690816.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -690818.250000 Penalty: 4293.936035
	Iteration 51Q: 3 clusters Score -690818.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -690819.625000 Penalty: 4293.936035
	Iteration 52Q: 3 clusters Score -690819.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -690820.437500 Penalty: 4293.936035
	Iteration 53Q: 3 clusters Score -690820.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -690821.937500 Penalty: 4293.936035
	Iteration 54Q: 3 clusters Score -690821.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -690821.937500 Penalty: 4293.936035
	Iteration 55F: 3 clusters Score -690821.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -52798.722656 Penalty: 1558.927490
	Iteration 0F: 2 clusters Score -52798.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51326.597656 Penalty: 3117.854980
	Iteration 0F: 3 clusters Score -51326.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51593.089844 Penalty: 3117.854980
	Iteration 1F: 3 clusters Score -51593.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51710.902344 Penalty: 3117.854980
	Iteration 2F: 3 clusters Score -51710.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51769.636719 Penalty: 3117.854980
	Iteration 3Q: 3 clusters Score -51769.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51815.652344 Penalty: 3117.854980
	Iteration 4Q: 3 clusters Score -51815.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51834.910156 Penalty: 3117.854980
	Iteration 5Q: 3 clusters Score -51834.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51864.597656 Penalty: 3117.854980
	Iteration 6Q: 3 clusters Score -51864.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51872.019531 Penalty: 3117.854980
	Iteration 7Q: 3 clusters Score -51872.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51878.824219 Penalty: 3117.854980
	Iteration 8Q: 3 clusters Score -51878.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51878.824219 Penalty: 3117.854980
	Iteration 9F: 3 clusters Score -51878.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Entering Unmasked Estep 
Score: -7451888.500000 Penalty: 2731.364502
	Iteration 0F: 2 clusters Score -7451888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -7411137.000000 Penalty: 5462.729004
	Iteration 0F: 3 clusters Score -7411137 nChanged 28112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -7426893.000000 Penalty: 5462.729004
	Iteration 1F: 3 clusters Score -7426893 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -7427712.000000 Penalty: 5462.729004
	Iteration 2Q: 3 clusters Score -7427712 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -7428803.000000 Penalty: 5462.729004
	Iteration 3Q: 3 clusters Score -7428803 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -7430201.000000 Penalty: 5462.729004
	Iteration 4Q: 3 clusters Score -7430201 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -7432194.500000 Penalty: 5462.729004
	Iteration 5F: 3 clusters Score -7432194 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -7435299.500000 Penalty: 5462.729004
	Iteration 6F: 3 clusters Score -7435300 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -7439370.500000 Penalty: 5462.729004
	Iteration 7F: 3 clusters Score -7439370 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -7443332.500000 Penalty: 5462.729004
	Iteration 8F: 3 clusters Score -7443332 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -7445558.000000 Penalty: 5462.729004
	Iteration 9Q: 3 clusters Score -7445558 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -7446329.500000 Penalty: 5462.729004
	Iteration 10Q: 3 clusters Score -7446330 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -7446660.500000 Penalty: 5462.729004
	Iteration 11Q: 3 clusters Score -7446660 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -7446883.000000 Penalty: 5462.729004
	Iteration 12Q: 3 clusters Score -7446883 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -7447029.500000 Penalty: 5462.729004
	Iteration 13Q: 3 clusters Score -7447030 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -7447158.000000 Penalty: 5462.729004
	Iteration 14Q: 3 clusters Score -7447158 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -7447265.500000 Penalty: 5462.729004
	Iteration 15Q: 3 clusters Score -7447266 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -7447393.500000 Penalty: 5462.729004
	Iteration 16Q: 3 clusters Score -7447394 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -7447499.000000 Penalty: 5462.729004
	Iteration 17Q: 3 clusters Score -7447499 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -7447633.000000 Penalty: 5462.729004
	Iteration 18Q: 3 clusters Score -7447633 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -7447735.500000 Penalty: 5462.729004
	Iteration 19Q: 3 clusters Score -7447736 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -7447849.000000 Penalty: 5462.729004
	Iteration 20F: 3 clusters Score -7447849 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -7447967.500000 Penalty: 5462.729004
	Iteration 21Q: 3 clusters Score -7447968 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -7448083.500000 Penalty: 5462.729004
	Iteration 22Q: 3 clusters Score -7448084 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -7448163.000000 Penalty: 5462.729004
	Iteration 23Q: 3 clusters Score -7448163 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -7448258.500000 Penalty: 5462.729004
	Iteration 24Q: 3 clusters Score -7448258 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -7448370.000000 Penalty: 5462.729004
	Iteration 25Q: 3 clusters Score -7448370 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -7448437.500000 Penalty: 5462.729004
	Iteration 26Q: 3 clusters Score -7448438 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54943 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -7448517.500000 Penalty: 5462.729004
	Iteration 27Q: 3 clusters Score -7448518 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -7448618.000000 Penalty: 5462.729004
	Iteration 28Q: 3 clusters Score -7448618 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -7448694.000000 Penalty: 5462.729004
	Iteration 29Q: 3 clusters Score -7448694 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -7448754.000000 Penalty: 5462.729004
	Iteration 30Q: 3 clusters Score -7448754 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -7448801.000000 Penalty: 5462.729004
	Iteration 31Q: 3 clusters Score -7448801 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -7448887.000000 Penalty: 5462.729004
	Iteration 32Q: 3 clusters Score -7448887 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56453 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -7448959.000000 Penalty: 5462.729004
	Iteration 33Q: 3 clusters Score -7448959 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -7449014.000000 Penalty: 5462.729004
	Iteration 34Q: 3 clusters Score -7449014 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -7449081.000000 Penalty: 5462.729004
	Iteration 35Q: 3 clusters Score -7449081 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -7449143.000000 Penalty: 5462.729004
	Iteration 36Q: 3 clusters Score -7449143 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -7449206.500000 Penalty: 5462.729004
	Iteration 37Q: 3 clusters Score -7449206 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -7449260.500000 Penalty: 5462.729004
	Iteration 38Q: 3 clusters Score -7449260 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -7449273.500000 Penalty: 5462.729004
	Iteration 39Q: 3 clusters Score -7449274 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -7449309.500000 Penalty: 5462.729004
	Iteration 40F: 3 clusters Score -7449310 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -7449345.000000 Penalty: 5462.729004
	Iteration 41Q: 3 clusters Score -7449345 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57855 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -7449397.500000 Penalty: 5462.729004
	Iteration 42Q: 3 clusters Score -7449398 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7449416.500000 Penalty: 5462.729004
	Iteration 43Q: 3 clusters Score -7449416 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -7449449.500000 Penalty: 5462.729004
	Iteration 44Q: 3 clusters Score -7449450 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7449465.500000 Penalty: 5462.729004
	Iteration 45Q: 3 clusters Score -7449466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -7449478.500000 Penalty: 5462.729004
	Iteration 46Q: 3 clusters Score -7449478 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -7449488.000000 Penalty: 5462.729004
	Iteration 47Q: 3 clusters Score -7449488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7449494.000000 Penalty: 5462.729004
	Iteration 48Q: 3 clusters Score -7449494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7449507.500000 Penalty: 5462.729004
	Iteration 49Q: 3 clusters Score -7449508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -7449508.000000 Penalty: 5462.729004
	Iteration 50Q: 3 clusters Score -7449508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -7449523.500000 Penalty: 5462.729004
	Iteration 51Q: 3 clusters Score -7449524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7449538.000000 Penalty: 5462.729004
	Iteration 52Q: 3 clusters Score -7449538 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7449543.500000 Penalty: 5462.729004
	Iteration 53Q: 3 clusters Score -7449544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7449556.500000 Penalty: 5462.729004
	Iteration 54Q: 3 clusters Score -7449556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7449560.500000 Penalty: 5462.729004
	Iteration 55Q: 3 clusters Score -7449560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7449559.000000 Penalty: 5462.729004
	Iteration 56Q: 3 clusters Score -7449559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7449585.500000 Penalty: 5462.729004
	Iteration 57Q: 3 clusters Score -7449586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -7449583.500000 Penalty: 5462.729004
	Iteration 58Q: 3 clusters Score -7449584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -7449592.500000 Penalty: 5462.729004
	Iteration 59Q: 3 clusters Score -7449592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58866 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7449595.500000 Penalty: 5462.729004
	Iteration 60F: 3 clusters Score -7449596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58886 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -7449587.000000 Penalty: 5462.729004
	Iteration 61Q: 3 clusters Score -7449587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58909 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7449600.500000 Penalty: 5462.729004
	Iteration 62Q: 3 clusters Score -7449600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -7449607.000000 Penalty: 5462.729004
	Iteration 63Q: 3 clusters Score -7449607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7449617.000000 Penalty: 5462.729004
	Iteration 64Q: 3 clusters Score -7449617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58961 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7449616.000000 Penalty: 5462.729004
	Iteration 65Q: 3 clusters Score -7449616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -7449617.000000 Penalty: 5462.729004
	Iteration 66Q: 3 clusters Score -7449617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58987 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -7449621.000000 Penalty: 5462.729004
	Iteration 67Q: 3 clusters Score -7449621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7449614.000000 Penalty: 5462.729004
	Iteration 68Q: 3 clusters Score -7449614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7449619.000000 Penalty: 5462.729004
	Iteration 69Q: 3 clusters Score -7449619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7449622.500000 Penalty: 5462.729004
	Iteration 70Q: 3 clusters Score -7449622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7449618.500000 Penalty: 5462.729004
	Iteration 71Q: 3 clusters Score -7449618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7449616.500000 Penalty: 5462.729004
	Iteration 72Q: 3 clusters Score -7449616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7449622.000000 Penalty: 5462.729004
	Iteration 73Q: 3 clusters Score -7449622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7449626.500000 Penalty: 5462.729004
	Iteration 74Q: 3 clusters Score -7449626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7449625.000000 Penalty: 5462.729004
	Iteration 75Q: 3 clusters Score -7449625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -7449637.500000 Penalty: 5462.729004
	Iteration 76Q: 3 clusters Score -7449638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7449646.500000 Penalty: 5462.729004
	Iteration 77Q: 3 clusters Score -7449646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7449661.500000 Penalty: 5462.729004
	Iteration 78Q: 3 clusters Score -7449662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7449655.000000 Penalty: 5462.729004
	Iteration 79Q: 3 clusters Score -7449655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59082 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7449660.500000 Penalty: 5462.729004
	Iteration 80F: 3 clusters Score -7449660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7449662.000000 Penalty: 5462.729004
	Iteration 81Q: 3 clusters Score -7449662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59099 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7449665.500000 Penalty: 5462.729004
	Iteration 82Q: 3 clusters Score -7449666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7449655.000000 Penalty: 5462.729004
	Iteration 83Q: 3 clusters Score -7449655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7449661.500000 Penalty: 5462.729004
	Iteration 84Q: 3 clusters Score -7449662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -7449655.000000 Penalty: 5462.729004
	Iteration 85Q: 3 clusters Score -7449655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7449661.500000 Penalty: 5462.729004
	Iteration 86Q: 3 clusters Score -7449662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -7449657.500000 Penalty: 5462.729004
	Iteration 87Q: 3 clusters Score -7449658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7449655.500000 Penalty: 5462.729004
	Iteration 88Q: 3 clusters Score -7449656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7449653.500000 Penalty: 5462.729004
	Iteration 89Q: 3 clusters Score -7449654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7449654.500000 Penalty: 5462.729004
	Iteration 90Q: 3 clusters Score -7449654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -7449662.000000 Penalty: 5462.729004
	Iteration 91Q: 3 clusters Score -7449662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59160 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7449667.500000 Penalty: 5462.729004
	Iteration 92Q: 3 clusters Score -7449668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7449668.500000 Penalty: 5462.729004
	Iteration 93Q: 3 clusters Score -7449668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7449678.500000 Penalty: 5462.729004
	Iteration 94Q: 3 clusters Score -7449678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59178 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7449680.000000 Penalty: 5462.729004
	Iteration 95Q: 3 clusters Score -7449680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59186 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7449673.500000 Penalty: 5462.729004
	Iteration 96Q: 3 clusters Score -7449674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7449679.500000 Penalty: 5462.729004
	Iteration 97Q: 3 clusters Score -7449680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7449679.500000 Penalty: 5462.729004
	Iteration 98Q: 3 clusters Score -7449680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -7449685.000000 Penalty: 5462.729004
	Iteration 99Q: 3 clusters Score -7449685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -7449696.000000 Penalty: 5462.729004
	Iteration 100F: 3 clusters Score -7449696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -7449688.500000 Penalty: 5462.729004
	Iteration 101Q: 3 clusters Score -7449688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7449694.000000 Penalty: 5462.729004
	Iteration 102Q: 3 clusters Score -7449694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7449694.000000 Penalty: 5462.729004
	Iteration 103Q: 3 clusters Score -7449694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7449698.500000 Penalty: 5462.729004
	Iteration 104Q: 3 clusters Score -7449698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -7449683.000000 Penalty: 5462.729004
	Iteration 105Q: 3 clusters Score -7449683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -7449686.000000 Penalty: 5462.729004
	Iteration 106Q: 3 clusters Score -7449686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -7449690.000000 Penalty: 5462.729004
	Iteration 107Q: 3 clusters Score -7449690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7449697.000000 Penalty: 5462.729004
	Iteration 108Q: 3 clusters Score -7449697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -7449697.000000 Penalty: 5462.729004
	Iteration 109Q: 3 clusters Score -7449697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -7449701.500000 Penalty: 5462.729004
	Iteration 110Q: 3 clusters Score -7449702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7449694.500000 Penalty: 5462.729004
	Iteration 111Q: 3 clusters Score -7449694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59311 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7449699.500000 Penalty: 5462.729004
	Iteration 112Q: 3 clusters Score -7449700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7449700.500000 Penalty: 5462.729004
	Iteration 113Q: 3 clusters Score -7449700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7449702.500000 Penalty: 5462.729004
	Iteration 114Q: 3 clusters Score -7449702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7449707.000000 Penalty: 5462.729004
	Iteration 115Q: 3 clusters Score -7449707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -7449712.000000 Penalty: 5462.729004
	Iteration 116Q: 3 clusters Score -7449712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7449712.000000 Penalty: 5462.729004
	Iteration 117Q: 3 clusters Score -7449712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -7449709.000000 Penalty: 5462.729004
	Iteration 118Q: 3 clusters Score -7449709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -7449706.000000 Penalty: 5462.729004
	Iteration 119Q: 3 clusters Score -7449706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7449707.000000 Penalty: 5462.729004
	Iteration 120F: 3 clusters Score -7449707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7449713.500000 Penalty: 5462.729004
	Iteration 121Q: 3 clusters Score -7449714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7449712.000000 Penalty: 5462.729004
	Iteration 122Q: 3 clusters Score -7449712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7449712.000000 Penalty: 5462.729004
	Iteration 123Q: 3 clusters Score -7449712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7449712.000000 Penalty: 5462.729004
	Iteration 124F: 3 clusters Score -7449712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (215772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215772 members 
Entering Unmasked Estep 
Score: -26130646.000000 Penalty: 3045.930420
	Iteration 0F: 2 clusters Score -2.613065e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107885 members 
Mstep: Class 2 contains 107887 members 
Entering Unmasked Estep 
Score: -25988754.000000 Penalty: 6091.860840
	Iteration 0F: 3 clusters Score -2.598875e+07 nChanged 103876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106973 members 
Mstep: Class 2 contains 108799 members 
Entering Unmasked Estep 
Score: -26049426.000000 Penalty: 6091.860840
	Iteration 1F: 3 clusters Score -2.604943e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106419 members 
Mstep: Class 2 contains 109353 members 
Entering Unmasked Estep 
Score: -26050640.000000 Penalty: 6091.860840
	Iteration 2Q: 3 clusters Score -2.605064e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105571 members 
Mstep: Class 2 contains 110201 members 
Entering Unmasked Estep 
Score: -26051898.000000 Penalty: 6091.860840
	Iteration 3Q: 3 clusters Score -2.60519e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104130 members 
Mstep: Class 2 contains 111642 members 
Entering Unmasked Estep 
Score: -26053952.000000 Penalty: 6091.860840
	Iteration 4Q: 3 clusters Score -2.605395e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101806 members 
Mstep: Class 2 contains 113966 members 
Entering Unmasked Estep 
Score: -26056112.000000 Penalty: 6091.860840
	Iteration 5Q: 3 clusters Score -2.605611e+07 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98457 members 
Mstep: Class 2 contains 117315 members 
Entering Unmasked Estep 
Score: -26060130.000000 Penalty: 6091.860840
	Iteration 6Q: 3 clusters Score -2.606013e+07 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94284 members 
Mstep: Class 2 contains 121488 members 
Entering Unmasked Estep 
Score: -26066550.000000 Penalty: 6091.860840
	Iteration 7Q: 3 clusters Score -2.606655e+07 nChanged 12335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89651 members 
Mstep: Class 2 contains 126121 members 
Entering Unmasked Estep 
Score: -26074916.000000 Penalty: 6091.860840
	Iteration 8F: 3 clusters Score -2.607492e+07 nChanged 14136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 130365 members 
Entering Unmasked Estep 
Score: -26085784.000000 Penalty: 6091.860840
	Iteration 9F: 3 clusters Score -2.608578e+07 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 132883 members 
Entering Unmasked Estep 
Score: -26094912.000000 Penalty: 6091.860840
	Iteration 10F: 3 clusters Score -2.609491e+07 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 134478 members 
Entering Unmasked Estep 
Score: -26099312.000000 Penalty: 6091.860840
	Iteration 11Q: 3 clusters Score -2.609931e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79679 members 
Mstep: Class 2 contains 136093 members 
Entering Unmasked Estep 
Score: -26100768.000000 Penalty: 6091.860840
	Iteration 12Q: 3 clusters Score -2.610077e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78091 members 
Mstep: Class 2 contains 137681 members 
Entering Unmasked Estep 
Score: -26101274.000000 Penalty: 6091.860840
	Iteration 13Q: 3 clusters Score -2.610127e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76587 members 
Mstep: Class 2 contains 139185 members 
Entering Unmasked Estep 
Score: -26101550.000000 Penalty: 6091.860840
	Iteration 14Q: 3 clusters Score -2.610155e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75110 members 
Mstep: Class 2 contains 140662 members 
Entering Unmasked Estep 
Score: -26101810.000000 Penalty: 6091.860840
	Iteration 15Q: 3 clusters Score -2.610181e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 142181 members 
Entering Unmasked Estep 
Score: -26101986.000000 Penalty: 6091.860840
	Iteration 16Q: 3 clusters Score -2.610199e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 143774 members 
Entering Unmasked Estep 
Score: -26102218.000000 Penalty: 6091.860840
	Iteration 17Q: 3 clusters Score -2.610222e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 145474 members 
Entering Unmasked Estep 
Score: -26102638.000000 Penalty: 6091.860840
	Iteration 18Q: 3 clusters Score -2.610264e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68348 members 
Mstep: Class 2 contains 147424 members 
Entering Unmasked Estep 
Score: -26103126.000000 Penalty: 6091.860840
	Iteration 19Q: 3 clusters Score -2.610313e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 149506 members 
Entering Unmasked Estep 
Score: -26103616.000000 Penalty: 6091.860840
	Iteration 20F: 3 clusters Score -2.610362e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 151658 members 
Entering Unmasked Estep 
Score: -26103896.000000 Penalty: 6091.860840
	Iteration 21Q: 3 clusters Score -2.61039e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 153893 members 
Entering Unmasked Estep 
Score: -26104302.000000 Penalty: 6091.860840
	Iteration 22Q: 3 clusters Score -2.61043e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 156298 members 
Entering Unmasked Estep 
Score: -26104770.000000 Penalty: 6091.860840
	Iteration 23Q: 3 clusters Score -2.610477e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 158899 members 
Entering Unmasked Estep 
Score: -26105358.000000 Penalty: 6091.860840
	Iteration 24Q: 3 clusters Score -2.610536e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 161675 members 
Entering Unmasked Estep 
Score: -26105920.000000 Penalty: 6091.860840
	Iteration 25Q: 3 clusters Score -2.610592e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 164657 members 
Entering Unmasked Estep 
Score: -26106720.000000 Penalty: 6091.860840
	Iteration 26Q: 3 clusters Score -2.610672e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 167770 members 
Entering Unmasked Estep 
Score: -26107568.000000 Penalty: 6091.860840
	Iteration 27Q: 3 clusters Score -2.610757e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 170898 members 
Entering Unmasked Estep 
Score: -26108316.000000 Penalty: 6091.860840
	Iteration 28Q: 3 clusters Score -2.610832e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 174313 members 
Entering Unmasked Estep 
Score: -26109378.000000 Penalty: 6091.860840
	Iteration 29Q: 3 clusters Score -2.610938e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 177889 members 
Entering Unmasked Estep 
Score: -26110610.000000 Penalty: 6091.860840
	Iteration 30Q: 3 clusters Score -2.611061e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 181579 members 
Entering Unmasked Estep 
Score: -26112150.000000 Penalty: 6091.860840
	Iteration 31Q: 3 clusters Score -2.611215e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 185405 members 
Entering Unmasked Estep 
Score: -26113540.000000 Penalty: 6091.860840
	Iteration 32Q: 3 clusters Score -2.611354e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 189144 members 
Entering Unmasked Estep 
Score: -26115188.000000 Penalty: 6091.860840
	Iteration 33Q: 3 clusters Score -2.611519e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 192734 members 
Entering Unmasked Estep 
Score: -26116704.000000 Penalty: 6091.860840
	Iteration 34Q: 3 clusters Score -2.61167e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 196123 members 
Entering Unmasked Estep 
Score: -26118202.000000 Penalty: 6091.860840
	Iteration 35Q: 3 clusters Score -2.61182e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 199299 members 
Entering Unmasked Estep 
Score: -26119856.000000 Penalty: 6091.860840
	Iteration 36Q: 3 clusters Score -2.611986e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 202233 members 
Entering Unmasked Estep 
Score: -26121246.000000 Penalty: 6091.860840
	Iteration 37Q: 3 clusters Score -2.612125e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 204747 members 
Entering Unmasked Estep 
Score: -26122402.000000 Penalty: 6091.860840
	Iteration 38Q: 3 clusters Score -2.61224e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 206876 members 
Entering Unmasked Estep 
Score: -26123442.000000 Penalty: 6091.860840
	Iteration 39Q: 3 clusters Score -2.612344e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 208625 members 
Entering Unmasked Estep 
Score: -26124408.000000 Penalty: 6091.860840
	Iteration 40F: 3 clusters Score -2.612441e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 210073 members 
Entering Unmasked Estep 
Score: -26125138.000000 Penalty: 6091.860840
	Iteration 41Q: 3 clusters Score -2.612514e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 211212 members 
Entering Unmasked Estep 
Score: -26125880.000000 Penalty: 6091.860840
	Iteration 42Q: 3 clusters Score -2.612588e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 212065 members 
Entering Unmasked Estep 
Score: -26126446.000000 Penalty: 6091.860840
	Iteration 43Q: 3 clusters Score -2.612645e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 212743 members 
Entering Unmasked Estep 
Score: -26126814.000000 Penalty: 6091.860840
	Iteration 44Q: 3 clusters Score -2.612681e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 213239 members 
Entering Unmasked Estep 
Score: -26127104.000000 Penalty: 6091.860840
	Iteration 45Q: 3 clusters Score -2.61271e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 213604 members 
Entering Unmasked Estep 
Score: -26127298.000000 Penalty: 6091.860840
	Iteration 46Q: 3 clusters Score -2.61273e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 213855 members 
Entering Unmasked Estep 
Score: -26127412.000000 Penalty: 6091.860840
	Iteration 47Q: 3 clusters Score -2.612741e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 214039 members 
Entering Unmasked Estep 
Score: -26127494.000000 Penalty: 6091.860840
	Iteration 48Q: 3 clusters Score -2.612749e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 214178 members 
Entering Unmasked Estep 
Score: -26127628.000000 Penalty: 6091.860840
	Iteration 49Q: 3 clusters Score -2.612763e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 214282 members 
Entering Unmasked Estep 
Score: -26127662.000000 Penalty: 6091.860840
	Iteration 50Q: 3 clusters Score -2.612766e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 214354 members 
Entering Unmasked Estep 
Score: -26127730.000000 Penalty: 6091.860840
	Iteration 51Q: 3 clusters Score -2.612773e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 214421 members 
Entering Unmasked Estep 
Score: -26127734.000000 Penalty: 6091.860840
	Iteration 52Q: 3 clusters Score -2.612773e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 214484 members 
Entering Unmasked Estep 
Score: -26127758.000000 Penalty: 6091.860840
	Iteration 53Q: 3 clusters Score -2.612776e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 214527 members 
Entering Unmasked Estep 
Score: -26127802.000000 Penalty: 6091.860840
	Iteration 54Q: 3 clusters Score -2.61278e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 214575 members 
Entering Unmasked Estep 
Score: -26127830.000000 Penalty: 6091.860840
	Iteration 55Q: 3 clusters Score -2.612783e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 214611 members 
Entering Unmasked Estep 
Score: -26127812.000000 Penalty: 6091.860840
	Iteration 56Q: 3 clusters Score -2.612781e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 214635 members 
Entering Unmasked Estep 
Score: -26127822.000000 Penalty: 6091.860840
	Iteration 57Q: 3 clusters Score -2.612782e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 214643 members 
Entering Unmasked Estep 
Score: -26127816.000000 Penalty: 6091.860840
	Iteration 58Q: 3 clusters Score -2.612782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 214654 members 
Entering Unmasked Estep 
Score: -26127810.000000 Penalty: 6091.860840
	Iteration 59Q: 3 clusters Score -2.612781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 214661 members 
Entering Unmasked Estep 
Score: -26127836.000000 Penalty: 6091.860840
	Iteration 60F: 3 clusters Score -2.612784e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 214660 members 
Entering Unmasked Estep 
Score: -26127844.000000 Penalty: 6091.860840
	Iteration 61Q: 3 clusters Score -2.612784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 214664 members 
Entering Unmasked Estep 
Score: -26127844.000000 Penalty: 6091.860840
	Iteration 62Q: 3 clusters Score -2.612784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 214667 members 
Entering Unmasked Estep 
Score: -26127844.000000 Penalty: 6091.860840
	Iteration 63Q: 3 clusters Score -2.612784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 214671 members 
Entering Unmasked Estep 
Score: -26127838.000000 Penalty: 6091.860840
	Iteration 64Q: 3 clusters Score -2.612784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 214674 members 
Entering Unmasked Estep 
Score: -26127828.000000 Penalty: 6091.860840
	Iteration 65Q: 3 clusters Score -2.612783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 214677 members 
Entering Unmasked Estep 
Score: -26127826.000000 Penalty: 6091.860840
	Iteration 66Q: 3 clusters Score -2.612783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 214678 members 
Entering Unmasked Estep 
Score: -26127852.000000 Penalty: 6091.860840
	Iteration 67Q: 3 clusters Score -2.612785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 214680 members 
Entering Unmasked Estep 
Score: -26127848.000000 Penalty: 6091.860840
	Iteration 68Q: 3 clusters Score -2.612785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 214682 members 
Entering Unmasked Estep 
Score: -26127850.000000 Penalty: 6091.860840
	Iteration 69Q: 3 clusters Score -2.612785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 214686 members 
Entering Unmasked Estep 
Score: -26127854.000000 Penalty: 6091.860840
	Iteration 70Q: 3 clusters Score -2.612785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 214689 members 
Entering Unmasked Estep 
Score: -26127860.000000 Penalty: 6091.860840
	Iteration 71Q: 3 clusters Score -2.612786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 214692 members 
Entering Unmasked Estep 
Score: -26127850.000000 Penalty: 6091.860840
	Iteration 72Q: 3 clusters Score -2.612785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 214693 members 
Entering Unmasked Estep 
Score: -26127844.000000 Penalty: 6091.860840
	Iteration 73Q: 3 clusters Score -2.612784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 214694 members 
Entering Unmasked Estep 
Score: -26127854.000000 Penalty: 6091.860840
	Iteration 74Q: 3 clusters Score -2.612785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 214695 members 
Entering Unmasked Estep 
Score: -26127868.000000 Penalty: 6091.860840
	Iteration 75Q: 3 clusters Score -2.612787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 214697 members 
Entering Unmasked Estep 
Score: -26127864.000000 Penalty: 6091.860840
	Iteration 76Q: 3 clusters Score -2.612786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 214700 members 
Entering Unmasked Estep 
Score: -26127868.000000 Penalty: 6091.860840
	Iteration 77Q: 3 clusters Score -2.612787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 214702 members 
Entering Unmasked Estep 
Score: -26127882.000000 Penalty: 6091.860840
	Iteration 78Q: 3 clusters Score -2.612788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 214708 members 
Entering Unmasked Estep 
Score: -26127894.000000 Penalty: 6091.860840
	Iteration 79Q: 3 clusters Score -2.612789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 214713 members 
Entering Unmasked Estep 
Score: -26127910.000000 Penalty: 6091.860840
	Iteration 80F: 3 clusters Score -2.612791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 214713 members 
Entering Unmasked Estep 
Score: -26127912.000000 Penalty: 6091.860840
	Iteration 81Q: 3 clusters Score -2.612791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 214714 members 
Entering Unmasked Estep 
Score: -26127906.000000 Penalty: 6091.860840
	Iteration 82Q: 3 clusters Score -2.612791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 214715 members 
Entering Unmasked Estep 
Score: -26127910.000000 Penalty: 6091.860840
	Iteration 83Q: 3 clusters Score -2.612791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 214715 members 
Entering Unmasked Estep 
Score: -26127910.000000 Penalty: 6091.860840
	Iteration 84F: 3 clusters Score -2.612791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Entering Unmasked Estep 
Score: -438638.125000 Penalty: 2036.918701
	Iteration 0F: 2 clusters Score -438638.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -434981.625000 Penalty: 4073.837402
	Iteration 0F: 3 clusters Score -434981.6 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -435760.125000 Penalty: 4073.837402
	Iteration 1F: 3 clusters Score -435760.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -435883.187500 Penalty: 4073.837402
	Iteration 2F: 3 clusters Score -435883.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -435954.281250 Penalty: 4073.837402
	Iteration 3Q: 3 clusters Score -435954.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -436012.437500 Penalty: 4073.837402
	Iteration 4Q: 3 clusters Score -436012.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -436045.437500 Penalty: 4073.837402
	Iteration 5Q: 3 clusters Score -436045.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -436071.281250 Penalty: 4073.837402
	Iteration 6Q: 3 clusters Score -436071.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -436096.562500 Penalty: 4073.837402
	Iteration 7Q: 3 clusters Score -436096.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -436122.312500 Penalty: 4073.837402
	Iteration 8Q: 3 clusters Score -436122.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -436150.156250 Penalty: 4073.837402
	Iteration 9Q: 3 clusters Score -436150.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -436176.812500 Penalty: 4073.837402
	Iteration 10Q: 3 clusters Score -436176.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -436196.000000 Penalty: 4073.837402
	Iteration 11Q: 3 clusters Score -436196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -436210.343750 Penalty: 4073.837402
	Iteration 12Q: 3 clusters Score -436210.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -436226.843750 Penalty: 4073.837402
	Iteration 13Q: 3 clusters Score -436226.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -436243.656250 Penalty: 4073.837402
	Iteration 14Q: 3 clusters Score -436243.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -436265.625000 Penalty: 4073.837402
	Iteration 15Q: 3 clusters Score -436265.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -436286.093750 Penalty: 4073.837402
	Iteration 16Q: 3 clusters Score -436286.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -436300.812500 Penalty: 4073.837402
	Iteration 17Q: 3 clusters Score -436300.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -436313.812500 Penalty: 4073.837402
	Iteration 18Q: 3 clusters Score -436313.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -436319.093750 Penalty: 4073.837402
	Iteration 19Q: 3 clusters Score -436319.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -436321.500000 Penalty: 4073.837402
	Iteration 20F: 3 clusters Score -436321.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -436326.750000 Penalty: 4073.837402
	Iteration 21Q: 3 clusters Score -436326.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -436327.593750 Penalty: 4073.837402
	Iteration 22Q: 3 clusters Score -436327.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -436329.875000 Penalty: 4073.837402
	Iteration 23Q: 3 clusters Score -436329.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -436332.593750 Penalty: 4073.837402
	Iteration 24Q: 3 clusters Score -436332.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -436334.812500 Penalty: 4073.837402
	Iteration 25Q: 3 clusters Score -436334.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -436339.218750 Penalty: 4073.837402
	Iteration 26Q: 3 clusters Score -436339.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -436341.937500 Penalty: 4073.837402
	Iteration 27Q: 3 clusters Score -436341.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -436345.687500 Penalty: 4073.837402
	Iteration 28Q: 3 clusters Score -436345.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -436348.500000 Penalty: 4073.837402
	Iteration 29Q: 3 clusters Score -436348.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -436352.437500 Penalty: 4073.837402
	Iteration 30Q: 3 clusters Score -436352.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -436357.656250 Penalty: 4073.837402
	Iteration 31Q: 3 clusters Score -436357.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -436362.281250 Penalty: 4073.837402
	Iteration 32Q: 3 clusters Score -436362.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -436369.250000 Penalty: 4073.837402
	Iteration 33Q: 3 clusters Score -436369.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -436373.750000 Penalty: 4073.837402
	Iteration 34Q: 3 clusters Score -436373.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -436380.093750 Penalty: 4073.837402
	Iteration 35Q: 3 clusters Score -436380.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -436386.968750 Penalty: 4073.837402
	Iteration 36Q: 3 clusters Score -436387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -436395.562500 Penalty: 4073.837402
	Iteration 37Q: 3 clusters Score -436395.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -436407.406250 Penalty: 4073.837402
	Iteration 38Q: 3 clusters Score -436407.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -436415.781250 Penalty: 4073.837402
	Iteration 39Q: 3 clusters Score -436415.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -436421.750000 Penalty: 4073.837402
	Iteration 40F: 3 clusters Score -436421.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -436428.437500 Penalty: 4073.837402
	Iteration 41Q: 3 clusters Score -436428.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -436438.437500 Penalty: 4073.837402
	Iteration 42Q: 3 clusters Score -436438.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -436446.656250 Penalty: 4073.837402
	Iteration 43Q: 3 clusters Score -436446.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -436453.750000 Penalty: 4073.837402
	Iteration 44Q: 3 clusters Score -436453.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -436459.437500 Penalty: 4073.837402
	Iteration 45Q: 3 clusters Score -436459.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -436465.531250 Penalty: 4073.837402
	Iteration 46Q: 3 clusters Score -436465.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -436474.937500 Penalty: 4073.837402
	Iteration 47Q: 3 clusters Score -436474.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -436482.968750 Penalty: 4073.837402
	Iteration 48Q: 3 clusters Score -436483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -436493.062500 Penalty: 4073.837402
	Iteration 49Q: 3 clusters Score -436493.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -436503.218750 Penalty: 4073.837402
	Iteration 50Q: 3 clusters Score -436503.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -436511.750000 Penalty: 4073.837402
	Iteration 51Q: 3 clusters Score -436511.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -436519.312500 Penalty: 4073.837402
	Iteration 52Q: 3 clusters Score -436519.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -436527.718750 Penalty: 4073.837402
	Iteration 53Q: 3 clusters Score -436527.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -436533.375000 Penalty: 4073.837402
	Iteration 54Q: 3 clusters Score -436533.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -436539.406250 Penalty: 4073.837402
	Iteration 55Q: 3 clusters Score -436539.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -436550.531250 Penalty: 4073.837402
	Iteration 56Q: 3 clusters Score -436550.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -436560.437500 Penalty: 4073.837402
	Iteration 57Q: 3 clusters Score -436560.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -436566.500000 Penalty: 4073.837402
	Iteration 58Q: 3 clusters Score -436566.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -436570.750000 Penalty: 4073.837402
	Iteration 59Q: 3 clusters Score -436570.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -436575.656250 Penalty: 4073.837402
	Iteration 60F: 3 clusters Score -436575.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -436580.125000 Penalty: 4073.837402
	Iteration 61Q: 3 clusters Score -436580.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -436584.593750 Penalty: 4073.837402
	Iteration 62Q: 3 clusters Score -436584.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -436587.781250 Penalty: 4073.837402
	Iteration 63Q: 3 clusters Score -436587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -436589.781250 Penalty: 4073.837402
	Iteration 64Q: 3 clusters Score -436589.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -436592.531250 Penalty: 4073.837402
	Iteration 65Q: 3 clusters Score -436592.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -436593.812500 Penalty: 4073.837402
	Iteration 66Q: 3 clusters Score -436593.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -436599.000000 Penalty: 4073.837402
	Iteration 67Q: 3 clusters Score -436599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -436605.031250 Penalty: 4073.837402
	Iteration 68Q: 3 clusters Score -436605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -436611.000000 Penalty: 4073.837402
	Iteration 69Q: 3 clusters Score -436611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -436614.593750 Penalty: 4073.837402
	Iteration 70Q: 3 clusters Score -436614.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -436618.968750 Penalty: 4073.837402
	Iteration 71Q: 3 clusters Score -436619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -436622.187500 Penalty: 4073.837402
	Iteration 72Q: 3 clusters Score -436622.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -436624.000000 Penalty: 4073.837402
	Iteration 73Q: 3 clusters Score -436624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -436629.000000 Penalty: 4073.837402
	Iteration 74Q: 3 clusters Score -436629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -436631.875000 Penalty: 4073.837402
	Iteration 75Q: 3 clusters Score -436631.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -436635.093750 Penalty: 4073.837402
	Iteration 76Q: 3 clusters Score -436635.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -436635.812500 Penalty: 4073.837402
	Iteration 77Q: 3 clusters Score -436635.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -436638.781250 Penalty: 4073.837402
	Iteration 78Q: 3 clusters Score -436638.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -436642.375000 Penalty: 4073.837402
	Iteration 79Q: 3 clusters Score -436642.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -436645.000000 Penalty: 4073.837402
	Iteration 80F: 3 clusters Score -436645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -436646.875000 Penalty: 4073.837402
	Iteration 81Q: 3 clusters Score -436646.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -436650.062500 Penalty: 4073.837402
	Iteration 82Q: 3 clusters Score -436650.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -436652.156250 Penalty: 4073.837402
	Iteration 83Q: 3 clusters Score -436652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -436653.312500 Penalty: 4073.837402
	Iteration 84Q: 3 clusters Score -436653.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -436654.375000 Penalty: 4073.837402
	Iteration 85Q: 3 clusters Score -436654.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -436654.781250 Penalty: 4073.837402
	Iteration 86Q: 3 clusters Score -436654.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -436654.875000 Penalty: 4073.837402
	Iteration 87Q: 3 clusters Score -436654.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -436654.875000 Penalty: 4073.837402
	Iteration 88F: 3 clusters Score -436654.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (168817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168817 members 
Entering Unmasked Estep 
Score: -20541714.000000 Penalty: 2985.069580
	Iteration 0F: 2 clusters Score -2.054171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84457 members 
Mstep: Class 2 contains 84360 members 
Entering Unmasked Estep 
Score: -20429734.000000 Penalty: 5970.139160
	Iteration 0F: 3 clusters Score -2.042973e+07 nChanged 80788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 82700 members 
Entering Unmasked Estep 
Score: -20478430.000000 Penalty: 5970.139160
	Iteration 1F: 3 clusters Score -2.047843e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87552 members 
Mstep: Class 2 contains 81265 members 
Entering Unmasked Estep 
Score: -20481302.000000 Penalty: 5970.139160
	Iteration 2Q: 3 clusters Score -2.04813e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 78828 members 
Entering Unmasked Estep 
Score: -20485982.000000 Penalty: 5970.139160
	Iteration 3F: 3 clusters Score -2.048598e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93977 members 
Mstep: Class 2 contains 74840 members 
Entering Unmasked Estep 
Score: -20492968.000000 Penalty: 5970.139160
	Iteration 4F: 3 clusters Score -2.049297e+07 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99516 members 
Mstep: Class 2 contains 69301 members 
Entering Unmasked Estep 
Score: -20502856.000000 Penalty: 5970.139160
	Iteration 5F: 3 clusters Score -2.050286e+07 nChanged 12827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105305 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -20514194.000000 Penalty: 5970.139160
	Iteration 6F: 3 clusters Score -2.051419e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109720 members 
Mstep: Class 2 contains 59097 members 
Entering Unmasked Estep 
Score: -20521838.000000 Penalty: 5970.139160
	Iteration 7F: 3 clusters Score -2.052184e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112608 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
Score: -20524896.000000 Penalty: 5970.139160
	Iteration 8Q: 3 clusters Score -2.05249e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114955 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -20526224.000000 Penalty: 5970.139160
	Iteration 9Q: 3 clusters Score -2.052622e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117081 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -20527100.000000 Penalty: 5970.139160
	Iteration 10Q: 3 clusters Score -2.05271e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119197 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -20527822.000000 Penalty: 5970.139160
	Iteration 11Q: 3 clusters Score -2.052782e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121178 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -20528420.000000 Penalty: 5970.139160
	Iteration 12Q: 3 clusters Score -2.052842e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123130 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -20528974.000000 Penalty: 5970.139160
	Iteration 13Q: 3 clusters Score -2.052897e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125047 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -20529430.000000 Penalty: 5970.139160
	Iteration 14Q: 3 clusters Score -2.052943e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126982 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -20530068.000000 Penalty: 5970.139160
	Iteration 15Q: 3 clusters Score -2.053007e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128960 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -20530570.000000 Penalty: 5970.139160
	Iteration 16Q: 3 clusters Score -2.053057e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130964 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -20531020.000000 Penalty: 5970.139160
	Iteration 17Q: 3 clusters Score -2.053102e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132952 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -20531512.000000 Penalty: 5970.139160
	Iteration 18Q: 3 clusters Score -2.053151e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134932 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -20532024.000000 Penalty: 5970.139160
	Iteration 19Q: 3 clusters Score -2.053202e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136893 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -20532566.000000 Penalty: 5970.139160
	Iteration 20F: 3 clusters Score -2.053257e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138785 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -20533104.000000 Penalty: 5970.139160
	Iteration 21Q: 3 clusters Score -2.05331e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140666 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -20533582.000000 Penalty: 5970.139160
	Iteration 22Q: 3 clusters Score -2.053358e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142559 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -20534106.000000 Penalty: 5970.139160
	Iteration 23Q: 3 clusters Score -2.053411e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144455 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -20534640.000000 Penalty: 5970.139160
	Iteration 24Q: 3 clusters Score -2.053464e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146291 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -20535322.000000 Penalty: 5970.139160
	Iteration 25Q: 3 clusters Score -2.053532e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148142 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -20535890.000000 Penalty: 5970.139160
	Iteration 26Q: 3 clusters Score -2.053589e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149889 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -20536452.000000 Penalty: 5970.139160
	Iteration 27Q: 3 clusters Score -2.053645e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151529 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -20537004.000000 Penalty: 5970.139160
	Iteration 28Q: 3 clusters Score -2.0537e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153005 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -20537288.000000 Penalty: 5970.139160
	Iteration 29Q: 3 clusters Score -2.053729e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154346 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -20537650.000000 Penalty: 5970.139160
	Iteration 30Q: 3 clusters Score -2.053765e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155521 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -20537862.000000 Penalty: 5970.139160
	Iteration 31Q: 3 clusters Score -2.053786e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156578 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -20538106.000000 Penalty: 5970.139160
	Iteration 32Q: 3 clusters Score -2.053811e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157513 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -20538318.000000 Penalty: 5970.139160
	Iteration 33Q: 3 clusters Score -2.053832e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158407 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -20538490.000000 Penalty: 5970.139160
	Iteration 34Q: 3 clusters Score -2.053849e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159235 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -20538666.000000 Penalty: 5970.139160
	Iteration 35Q: 3 clusters Score -2.053867e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159968 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -20538852.000000 Penalty: 5970.139160
	Iteration 36Q: 3 clusters Score -2.053885e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160563 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -20538940.000000 Penalty: 5970.139160
	Iteration 37Q: 3 clusters Score -2.053894e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161117 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -20539074.000000 Penalty: 5970.139160
	Iteration 38Q: 3 clusters Score -2.053907e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161598 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -20539130.000000 Penalty: 5970.139160
	Iteration 39Q: 3 clusters Score -2.053913e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162036 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -20539200.000000 Penalty: 5970.139160
	Iteration 40F: 3 clusters Score -2.05392e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162425 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -20539284.000000 Penalty: 5970.139160
	Iteration 41Q: 3 clusters Score -2.053928e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162801 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -20539360.000000 Penalty: 5970.139160
	Iteration 42Q: 3 clusters Score -2.053936e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163127 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -20539398.000000 Penalty: 5970.139160
	Iteration 43Q: 3 clusters Score -2.05394e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163414 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -20539518.000000 Penalty: 5970.139160
	Iteration 44Q: 3 clusters Score -2.053952e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163650 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -20539558.000000 Penalty: 5970.139160
	Iteration 45Q: 3 clusters Score -2.053956e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163867 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -20539560.000000 Penalty: 5970.139160
	Iteration 46Q: 3 clusters Score -2.053956e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164067 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -20539632.000000 Penalty: 5970.139160
	Iteration 47Q: 3 clusters Score -2.053963e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164240 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -20539670.000000 Penalty: 5970.139160
	Iteration 48Q: 3 clusters Score -2.053967e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164403 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -20539670.000000 Penalty: 5970.139160
	Iteration 49Q: 3 clusters Score -2.053967e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164556 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -20539750.000000 Penalty: 5970.139160
	Iteration 50Q: 3 clusters Score -2.053975e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164693 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -20539784.000000 Penalty: 5970.139160
	Iteration 51Q: 3 clusters Score -2.053978e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164822 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -20539828.000000 Penalty: 5970.139160
	Iteration 52Q: 3 clusters Score -2.053983e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164957 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -20539840.000000 Penalty: 5970.139160
	Iteration 53Q: 3 clusters Score -2.053984e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165088 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -20539860.000000 Penalty: 5970.139160
	Iteration 54Q: 3 clusters Score -2.053986e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165202 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -20539896.000000 Penalty: 5970.139160
	Iteration 55Q: 3 clusters Score -2.05399e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165309 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -20539890.000000 Penalty: 5970.139160
	Iteration 56Q: 3 clusters Score -2.053989e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165396 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -20539910.000000 Penalty: 5970.139160
	Iteration 57Q: 3 clusters Score -2.053991e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165473 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -20539940.000000 Penalty: 5970.139160
	Iteration 58Q: 3 clusters Score -2.053994e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165556 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -20539970.000000 Penalty: 5970.139160
	Iteration 59Q: 3 clusters Score -2.053997e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165627 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -20539976.000000 Penalty: 5970.139160
	Iteration 60F: 3 clusters Score -2.053998e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165680 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -20539982.000000 Penalty: 5970.139160
	Iteration 61Q: 3 clusters Score -2.053998e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165728 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -20539974.000000 Penalty: 5970.139160
	Iteration 62Q: 3 clusters Score -2.053997e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165774 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -20539988.000000 Penalty: 5970.139160
	Iteration 63Q: 3 clusters Score -2.053999e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165817 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -20540004.000000 Penalty: 5970.139160
	Iteration 64Q: 3 clusters Score -2.054e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165848 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -20540014.000000 Penalty: 5970.139160
	Iteration 65Q: 3 clusters Score -2.054001e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165883 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -20540034.000000 Penalty: 5970.139160
	Iteration 66Q: 3 clusters Score -2.054003e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165914 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -20540014.000000 Penalty: 5970.139160
	Iteration 67Q: 3 clusters Score -2.054001e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165949 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -20540026.000000 Penalty: 5970.139160
	Iteration 68Q: 3 clusters Score -2.054003e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165979 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -20540022.000000 Penalty: 5970.139160
	Iteration 69Q: 3 clusters Score -2.054002e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166012 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -20540022.000000 Penalty: 5970.139160
	Iteration 70Q: 3 clusters Score -2.054002e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166040 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -20539998.000000 Penalty: 5970.139160
	Iteration 71Q: 3 clusters Score -2.054e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166062 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -20539998.000000 Penalty: 5970.139160
	Iteration 72Q: 3 clusters Score -2.054e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166091 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -20539980.000000 Penalty: 5970.139160
	Iteration 73Q: 3 clusters Score -2.053998e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166117 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -20539984.000000 Penalty: 5970.139160
	Iteration 74Q: 3 clusters Score -2.053998e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166139 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -20540002.000000 Penalty: 5970.139160
	Iteration 75Q: 3 clusters Score -2.054e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166162 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -20540008.000000 Penalty: 5970.139160
	Iteration 76Q: 3 clusters Score -2.054001e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166186 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -20540018.000000 Penalty: 5970.139160
	Iteration 77Q: 3 clusters Score -2.054002e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166213 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -20540028.000000 Penalty: 5970.139160
	Iteration 78Q: 3 clusters Score -2.054003e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166240 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -20540022.000000 Penalty: 5970.139160
	Iteration 79Q: 3 clusters Score -2.054002e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166258 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -20540002.000000 Penalty: 5970.139160
	Iteration 80F: 3 clusters Score -2.054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166279 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -20539998.000000 Penalty: 5970.139160
	Iteration 81Q: 3 clusters Score -2.054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166296 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -20540002.000000 Penalty: 5970.139160
	Iteration 82Q: 3 clusters Score -2.054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166315 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -20540004.000000 Penalty: 5970.139160
	Iteration 83Q: 3 clusters Score -2.054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166334 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -20540014.000000 Penalty: 5970.139160
	Iteration 84Q: 3 clusters Score -2.054001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166348 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -20539992.000000 Penalty: 5970.139160
	Iteration 85Q: 3 clusters Score -2.053999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166358 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -20539982.000000 Penalty: 5970.139160
	Iteration 86Q: 3 clusters Score -2.053998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166371 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -20539986.000000 Penalty: 5970.139160
	Iteration 87Q: 3 clusters Score -2.053999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166377 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -20539992.000000 Penalty: 5970.139160
	Iteration 88Q: 3 clusters Score -2.053999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166378 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -20539984.000000 Penalty: 5970.139160
	Iteration 89Q: 3 clusters Score -2.053998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166380 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -20539986.000000 Penalty: 5970.139160
	Iteration 90Q: 3 clusters Score -2.053999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166379 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -20539988.000000 Penalty: 5970.139160
	Iteration 91Q: 3 clusters Score -2.053999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166379 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -20539988.000000 Penalty: 5970.139160
	Iteration 92F: 3 clusters Score -2.053999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Entering Unmasked Estep 
Score: -1315927.500000 Penalty: 2314.869141
	Iteration 0F: 2 clusters Score -1315928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1307509.750000 Penalty: 4629.738281
	Iteration 0F: 3 clusters Score -1307510 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1309945.375000 Penalty: 4629.738281
	Iteration 1F: 3 clusters Score -1309945 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1310229.375000 Penalty: 4629.738281
	Iteration 2F: 3 clusters Score -1310229 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1310436.375000 Penalty: 4629.738281
	Iteration 3Q: 3 clusters Score -1310436 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1310596.375000 Penalty: 4629.738281
	Iteration 4Q: 3 clusters Score -1310596 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1310715.375000 Penalty: 4629.738281
	Iteration 5Q: 3 clusters Score -1310715 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1310836.625000 Penalty: 4629.738281
	Iteration 6Q: 3 clusters Score -1310837 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1310954.375000 Penalty: 4629.738281
	Iteration 7Q: 3 clusters Score -1310954 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1311067.875000 Penalty: 4629.738281
	Iteration 8Q: 3 clusters Score -1311068 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1311175.000000 Penalty: 4629.738281
	Iteration 9Q: 3 clusters Score -1311175 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1311309.625000 Penalty: 4629.738281
	Iteration 10Q: 3 clusters Score -1311310 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1311438.250000 Penalty: 4629.738281
	Iteration 11Q: 3 clusters Score -1311438 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1311585.750000 Penalty: 4629.738281
	Iteration 12Q: 3 clusters Score -1311586 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1311744.250000 Penalty: 4629.738281
	Iteration 13Q: 3 clusters Score -1311744 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1311903.250000 Penalty: 4629.738281
	Iteration 14Q: 3 clusters Score -1311903 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1312088.250000 Penalty: 4629.738281
	Iteration 15Q: 3 clusters Score -1312088 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1312237.750000 Penalty: 4629.738281
	Iteration 16Q: 3 clusters Score -1312238 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1312366.750000 Penalty: 4629.738281
	Iteration 17Q: 3 clusters Score -1312367 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1312496.625000 Penalty: 4629.738281
	Iteration 18Q: 3 clusters Score -1312497 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1312629.375000 Penalty: 4629.738281
	Iteration 19Q: 3 clusters Score -1312629 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1312741.750000 Penalty: 4629.738281
	Iteration 20F: 3 clusters Score -1312742 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1312848.750000 Penalty: 4629.738281
	Iteration 21Q: 3 clusters Score -1312849 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1312916.625000 Penalty: 4629.738281
	Iteration 22Q: 3 clusters Score -1312917 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1312980.625000 Penalty: 4629.738281
	Iteration 23Q: 3 clusters Score -1312981 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1313014.250000 Penalty: 4629.738281
	Iteration 24Q: 3 clusters Score -1313014 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1313051.375000 Penalty: 4629.738281
	Iteration 25Q: 3 clusters Score -1313051 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1313081.375000 Penalty: 4629.738281
	Iteration 26Q: 3 clusters Score -1313081 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1313124.625000 Penalty: 4629.738281
	Iteration 27Q: 3 clusters Score -1313125 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1313161.375000 Penalty: 4629.738281
	Iteration 28Q: 3 clusters Score -1313161 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1313215.750000 Penalty: 4629.738281
	Iteration 29Q: 3 clusters Score -1313216 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1313279.500000 Penalty: 4629.738281
	Iteration 30Q: 3 clusters Score -1313280 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1313345.875000 Penalty: 4629.738281
	Iteration 31Q: 3 clusters Score -1313346 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1313411.875000 Penalty: 4629.738281
	Iteration 32Q: 3 clusters Score -1313412 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1313480.000000 Penalty: 4629.738281
	Iteration 33Q: 3 clusters Score -1313480 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1313538.500000 Penalty: 4629.738281
	Iteration 34Q: 3 clusters Score -1313538 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1313593.500000 Penalty: 4629.738281
	Iteration 35Q: 3 clusters Score -1313594 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1313657.000000 Penalty: 4629.738281
	Iteration 36Q: 3 clusters Score -1313657 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1313727.250000 Penalty: 4629.738281
	Iteration 37Q: 3 clusters Score -1313727 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1313802.875000 Penalty: 4629.738281
	Iteration 38Q: 3 clusters Score -1313803 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1313873.250000 Penalty: 4629.738281
	Iteration 39Q: 3 clusters Score -1313873 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1313902.500000 Penalty: 4629.738281
	Iteration 40F: 3 clusters Score -1313902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1313925.125000 Penalty: 4629.738281
	Iteration 41Q: 3 clusters Score -1313925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1313943.750000 Penalty: 4629.738281
	Iteration 42Q: 3 clusters Score -1313944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1313954.000000 Penalty: 4629.738281
	Iteration 43Q: 3 clusters Score -1313954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1313972.500000 Penalty: 4629.738281
	Iteration 44Q: 3 clusters Score -1313972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1313979.625000 Penalty: 4629.738281
	Iteration 45Q: 3 clusters Score -1313980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1313981.000000 Penalty: 4629.738281
	Iteration 46Q: 3 clusters Score -1313981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1313985.125000 Penalty: 4629.738281
	Iteration 47Q: 3 clusters Score -1313985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1313994.625000 Penalty: 4629.738281
	Iteration 48Q: 3 clusters Score -1313995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1313998.375000 Penalty: 4629.738281
	Iteration 49Q: 3 clusters Score -1313998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1314002.500000 Penalty: 4629.738281
	Iteration 50Q: 3 clusters Score -1314002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1314004.750000 Penalty: 4629.738281
	Iteration 51Q: 3 clusters Score -1314005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1314007.375000 Penalty: 4629.738281
	Iteration 52Q: 3 clusters Score -1314007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1314010.500000 Penalty: 4629.738281
	Iteration 53Q: 3 clusters Score -1314010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1314011.625000 Penalty: 4629.738281
	Iteration 54Q: 3 clusters Score -1314012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1314011.875000 Penalty: 4629.738281
	Iteration 55Q: 3 clusters Score -1314012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1314011.875000 Penalty: 4629.738281
	Iteration 56F: 3 clusters Score -1314012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (170832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170832 members 
Entering Unmasked Estep 
Score: -20809662.000000 Penalty: 2988.012207
	Iteration 0F: 2 clusters Score -2.080966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85367 members 
Mstep: Class 2 contains 85465 members 
Entering Unmasked Estep 
Score: -20696680.000000 Penalty: 5976.024414
	Iteration 0F: 3 clusters Score -2.069668e+07 nChanged 82108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84361 members 
Mstep: Class 2 contains 86471 members 
Entering Unmasked Estep 
Score: -20744354.000000 Penalty: 5976.024414
	Iteration 1F: 3 clusters Score -2.074435e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83825 members 
Mstep: Class 2 contains 87007 members 
Entering Unmasked Estep 
Score: -20745280.000000 Penalty: 5976.024414
	Iteration 2Q: 3 clusters Score -2.074528e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82974 members 
Mstep: Class 2 contains 87858 members 
Entering Unmasked Estep 
Score: -20746524.000000 Penalty: 5976.024414
	Iteration 3Q: 3 clusters Score -2.074652e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81660 members 
Mstep: Class 2 contains 89172 members 
Entering Unmasked Estep 
Score: -20748606.000000 Penalty: 5976.024414
	Iteration 4Q: 3 clusters Score -2.074861e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79580 members 
Mstep: Class 2 contains 91252 members 
Entering Unmasked Estep 
Score: -20751726.000000 Penalty: 5976.024414
	Iteration 5Q: 3 clusters Score -2.075173e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76532 members 
Mstep: Class 2 contains 94300 members 
Entering Unmasked Estep 
Score: -20756232.000000 Penalty: 5976.024414
	Iteration 6Q: 3 clusters Score -2.075623e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72590 members 
Mstep: Class 2 contains 98242 members 
Entering Unmasked Estep 
Score: -20761942.000000 Penalty: 5976.024414
	Iteration 7F: 3 clusters Score -2.076194e+07 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67962 members 
Mstep: Class 2 contains 102870 members 
Entering Unmasked Estep 
Score: -20768916.000000 Penalty: 5976.024414
	Iteration 8F: 3 clusters Score -2.076892e+07 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 107425 members 
Entering Unmasked Estep 
Score: -20776674.000000 Penalty: 5976.024414
	Iteration 9F: 3 clusters Score -2.077667e+07 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 111340 members 
Entering Unmasked Estep 
Score: -20783646.000000 Penalty: 5976.024414
	Iteration 10F: 3 clusters Score -2.078365e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56365 members 
Mstep: Class 2 contains 114467 members 
Entering Unmasked Estep 
Score: -20788452.000000 Penalty: 5976.024414
	Iteration 11F: 3 clusters Score -2.078845e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 117128 members 
Entering Unmasked Estep 
Score: -20790828.000000 Penalty: 5976.024414
	Iteration 12Q: 3 clusters Score -2.079083e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 119774 members 
Entering Unmasked Estep 
Score: -20791870.000000 Penalty: 5976.024414
	Iteration 13Q: 3 clusters Score -2.079187e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 122560 members 
Entering Unmasked Estep 
Score: -20792844.000000 Penalty: 5976.024414
	Iteration 14Q: 3 clusters Score -2.079284e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 125410 members 
Entering Unmasked Estep 
Score: -20793886.000000 Penalty: 5976.024414
	Iteration 15Q: 3 clusters Score -2.079389e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 128357 members 
Entering Unmasked Estep 
Score: -20794684.000000 Penalty: 5976.024414
	Iteration 16Q: 3 clusters Score -2.079468e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 131379 members 
Entering Unmasked Estep 
Score: -20795746.000000 Penalty: 5976.024414
	Iteration 17Q: 3 clusters Score -2.079575e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 134305 members 
Entering Unmasked Estep 
Score: -20796856.000000 Penalty: 5976.024414
	Iteration 18Q: 3 clusters Score -2.079686e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 137205 members 
Entering Unmasked Estep 
Score: -20798082.000000 Penalty: 5976.024414
	Iteration 19Q: 3 clusters Score -2.079808e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 140128 members 
Entering Unmasked Estep 
Score: -20799292.000000 Penalty: 5976.024414
	Iteration 20F: 3 clusters Score -2.079929e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 143016 members 
Entering Unmasked Estep 
Score: -20800568.000000 Penalty: 5976.024414
	Iteration 21Q: 3 clusters Score -2.080057e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 145769 members 
Entering Unmasked Estep 
Score: -20801666.000000 Penalty: 5976.024414
	Iteration 22Q: 3 clusters Score -2.080167e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 148139 members 
Entering Unmasked Estep 
Score: -20802536.000000 Penalty: 5976.024414
	Iteration 23Q: 3 clusters Score -2.080254e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 150271 members 
Entering Unmasked Estep 
Score: -20803224.000000 Penalty: 5976.024414
	Iteration 24Q: 3 clusters Score -2.080322e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 152187 members 
Entering Unmasked Estep 
Score: -20803760.000000 Penalty: 5976.024414
	Iteration 25Q: 3 clusters Score -2.080376e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 153983 members 
Entering Unmasked Estep 
Score: -20804274.000000 Penalty: 5976.024414
	Iteration 26Q: 3 clusters Score -2.080427e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 155590 members 
Entering Unmasked Estep 
Score: -20804774.000000 Penalty: 5976.024414
	Iteration 27Q: 3 clusters Score -2.080477e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 157040 members 
Entering Unmasked Estep 
Score: -20805170.000000 Penalty: 5976.024414
	Iteration 28Q: 3 clusters Score -2.080517e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 158388 members 
Entering Unmasked Estep 
Score: -20805526.000000 Penalty: 5976.024414
	Iteration 29Q: 3 clusters Score -2.080553e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 159606 members 
Entering Unmasked Estep 
Score: -20805896.000000 Penalty: 5976.024414
	Iteration 30Q: 3 clusters Score -2.08059e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 160708 members 
Entering Unmasked Estep 
Score: -20806152.000000 Penalty: 5976.024414
	Iteration 31Q: 3 clusters Score -2.080615e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 161698 members 
Entering Unmasked Estep 
Score: -20806422.000000 Penalty: 5976.024414
	Iteration 32Q: 3 clusters Score -2.080642e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 162547 members 
Entering Unmasked Estep 
Score: -20806676.000000 Penalty: 5976.024414
	Iteration 33Q: 3 clusters Score -2.080668e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 163342 members 
Entering Unmasked Estep 
Score: -20806946.000000 Penalty: 5976.024414
	Iteration 34Q: 3 clusters Score -2.080695e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 164090 members 
Entering Unmasked Estep 
Score: -20807204.000000 Penalty: 5976.024414
	Iteration 35Q: 3 clusters Score -2.08072e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 164765 members 
Entering Unmasked Estep 
Score: -20807416.000000 Penalty: 5976.024414
	Iteration 36Q: 3 clusters Score -2.080742e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 165336 members 
Entering Unmasked Estep 
Score: -20807664.000000 Penalty: 5976.024414
	Iteration 37Q: 3 clusters Score -2.080766e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 165830 members 
Entering Unmasked Estep 
Score: -20807886.000000 Penalty: 5976.024414
	Iteration 38Q: 3 clusters Score -2.080789e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 166245 members 
Entering Unmasked Estep 
Score: -20808174.000000 Penalty: 5976.024414
	Iteration 39Q: 3 clusters Score -2.080817e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 166593 members 
Entering Unmasked Estep 
Score: -20808416.000000 Penalty: 5976.024414
	Iteration 40F: 3 clusters Score -2.080842e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 166890 members 
Entering Unmasked Estep 
Score: -20808660.000000 Penalty: 5976.024414
	Iteration 41Q: 3 clusters Score -2.080866e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 167123 members 
Entering Unmasked Estep 
Score: -20808922.000000 Penalty: 5976.024414
	Iteration 42Q: 3 clusters Score -2.080892e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 167297 members 
Entering Unmasked Estep 
Score: -20809116.000000 Penalty: 5976.024414
	Iteration 43Q: 3 clusters Score -2.080912e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 167388 members 
Entering Unmasked Estep 
Score: -20809294.000000 Penalty: 5976.024414
	Iteration 44Q: 3 clusters Score -2.080929e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 167437 members 
Entering Unmasked Estep 
Score: -20809310.000000 Penalty: 5976.024414
	Iteration 45Q: 3 clusters Score -2.080931e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 167477 members 
Entering Unmasked Estep 
Score: -20809342.000000 Penalty: 5976.024414
	Iteration 46Q: 3 clusters Score -2.080934e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 167487 members 
Entering Unmasked Estep 
Score: -20809368.000000 Penalty: 5976.024414
	Iteration 47Q: 3 clusters Score -2.080937e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 167501 members 
Entering Unmasked Estep 
Score: -20809388.000000 Penalty: 5976.024414
	Iteration 48Q: 3 clusters Score -2.080939e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 167512 members 
Entering Unmasked Estep 
Score: -20809398.000000 Penalty: 5976.024414
	Iteration 49Q: 3 clusters Score -2.08094e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 167518 members 
Entering Unmasked Estep 
Score: -20809418.000000 Penalty: 5976.024414
	Iteration 50Q: 3 clusters Score -2.080942e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 167522 members 
Entering Unmasked Estep 
Score: -20809416.000000 Penalty: 5976.024414
	Iteration 51Q: 3 clusters Score -2.080942e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 167520 members 
Entering Unmasked Estep 
Score: -20809422.000000 Penalty: 5976.024414
	Iteration 52Q: 3 clusters Score -2.080942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 167525 members 
Entering Unmasked Estep 
Score: -20809432.000000 Penalty: 5976.024414
	Iteration 53Q: 3 clusters Score -2.080943e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 167531 members 
Entering Unmasked Estep 
Score: -20809452.000000 Penalty: 5976.024414
	Iteration 54Q: 3 clusters Score -2.080945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 167536 members 
Entering Unmasked Estep 
Score: -20809450.000000 Penalty: 5976.024414
	Iteration 55Q: 3 clusters Score -2.080945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 167538 members 
Entering Unmasked Estep 
Score: -20809446.000000 Penalty: 5976.024414
	Iteration 56Q: 3 clusters Score -2.080945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 167540 members 
Entering Unmasked Estep 
Score: -20809450.000000 Penalty: 5976.024414
	Iteration 57Q: 3 clusters Score -2.080945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 167541 members 
Entering Unmasked Estep 
Score: -20809458.000000 Penalty: 5976.024414
	Iteration 58Q: 3 clusters Score -2.080946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 167545 members 
Entering Unmasked Estep 
Score: -20809468.000000 Penalty: 5976.024414
	Iteration 59Q: 3 clusters Score -2.080947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 167544 members 
Entering Unmasked Estep 
Score: -20809468.000000 Penalty: 5976.024414
	Iteration 60F: 3 clusters Score -2.080947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -83844.632812 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -83844.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -82073.906250 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -82073.91 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -82411.789062 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -82411.79 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -82608.789062 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -82608.79 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82752.156250 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -82752.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -82820.242188 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -82820.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82860.406250 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -82860.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -82890.437500 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -82890.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -82915.062500 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -82915.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -82929.140625 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -82929.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -82953.960938 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -82953.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -82967.414062 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -82967.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -82982.531250 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -82982.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -82988.734375 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -82988.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -82999.992188 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -82999.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -83004.179688 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -83004.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -83005.218750 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -83005.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -83006.593750 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -83006.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -83007.390625 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -83007.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -83007.390625 Penalty: 3343.883545
	Iteration 18F: 3 clusters Score -83007.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Entering Unmasked Estep 
Score: -520766.031250 Penalty: 2090.937256
	Iteration 0F: 2 clusters Score -520766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -516488.593750 Penalty: 4181.874512
	Iteration 0F: 3 clusters Score -516488.6 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -517511.593750 Penalty: 4181.874512
	Iteration 1F: 3 clusters Score -517511.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -517730.906250 Penalty: 4181.874512
	Iteration 2F: 3 clusters Score -517730.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -517847.468750 Penalty: 4181.874512
	Iteration 3Q: 3 clusters Score -517847.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -517934.312500 Penalty: 4181.874512
	Iteration 4Q: 3 clusters Score -517934.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -518007.093750 Penalty: 4181.874512
	Iteration 5Q: 3 clusters Score -518007.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -518071.718750 Penalty: 4181.874512
	Iteration 6Q: 3 clusters Score -518071.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -518122.656250 Penalty: 4181.874512
	Iteration 7Q: 3 clusters Score -518122.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -518165.906250 Penalty: 4181.874512
	Iteration 8Q: 3 clusters Score -518165.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -518203.968750 Penalty: 4181.874512
	Iteration 9Q: 3 clusters Score -518204 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -518235.781250 Penalty: 4181.874512
	Iteration 10Q: 3 clusters Score -518235.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -518265.406250 Penalty: 4181.874512
	Iteration 11Q: 3 clusters Score -518265.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -518289.593750 Penalty: 4181.874512
	Iteration 12Q: 3 clusters Score -518289.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -518318.156250 Penalty: 4181.874512
	Iteration 13Q: 3 clusters Score -518318.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -518354.687500 Penalty: 4181.874512
	Iteration 14Q: 3 clusters Score -518354.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -518387.125000 Penalty: 4181.874512
	Iteration 15Q: 3 clusters Score -518387.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -518418.750000 Penalty: 4181.874512
	Iteration 16Q: 3 clusters Score -518418.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -518456.406250 Penalty: 4181.874512
	Iteration 17Q: 3 clusters Score -518456.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -518499.531250 Penalty: 4181.874512
	Iteration 18Q: 3 clusters Score -518499.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -518543.250000 Penalty: 4181.874512
	Iteration 19Q: 3 clusters Score -518543.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -518582.781250 Penalty: 4181.874512
	Iteration 20F: 3 clusters Score -518582.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -518627.562500 Penalty: 4181.874512
	Iteration 21Q: 3 clusters Score -518627.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -518662.843750 Penalty: 4181.874512
	Iteration 22Q: 3 clusters Score -518662.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -518710.531250 Penalty: 4181.874512
	Iteration 23Q: 3 clusters Score -518710.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -518751.031250 Penalty: 4181.874512
	Iteration 24Q: 3 clusters Score -518751 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -518794.062500 Penalty: 4181.874512
	Iteration 25Q: 3 clusters Score -518794.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -518827.968750 Penalty: 4181.874512
	Iteration 26Q: 3 clusters Score -518828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -518860.656250 Penalty: 4181.874512
	Iteration 27Q: 3 clusters Score -518860.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -518877.750000 Penalty: 4181.874512
	Iteration 28Q: 3 clusters Score -518877.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -518891.968750 Penalty: 4181.874512
	Iteration 29Q: 3 clusters Score -518892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -518907.437500 Penalty: 4181.874512
	Iteration 30Q: 3 clusters Score -518907.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -518920.968750 Penalty: 4181.874512
	Iteration 31Q: 3 clusters Score -518921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -518933.093750 Penalty: 4181.874512
	Iteration 32Q: 3 clusters Score -518933.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -518940.562500 Penalty: 4181.874512
	Iteration 33Q: 3 clusters Score -518940.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -518947.687500 Penalty: 4181.874512
	Iteration 34Q: 3 clusters Score -518947.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -518951.562500 Penalty: 4181.874512
	Iteration 35Q: 3 clusters Score -518951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -518952.562500 Penalty: 4181.874512
	Iteration 36Q: 3 clusters Score -518952.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -518953.968750 Penalty: 4181.874512
	Iteration 37Q: 3 clusters Score -518954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -518954.250000 Penalty: 4181.874512
	Iteration 38Q: 3 clusters Score -518954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -518955.500000 Penalty: 4181.874512
	Iteration 39Q: 3 clusters Score -518955.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -518956.656250 Penalty: 4181.874512
	Iteration 40F: 3 clusters Score -518956.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -518959.593750 Penalty: 4181.874512
	Iteration 41Q: 3 clusters Score -518959.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -518961.093750 Penalty: 4181.874512
	Iteration 42Q: 3 clusters Score -518961.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -518961.093750 Penalty: 4181.874512
	Iteration 43F: 3 clusters Score -518961.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -210214.984375 Penalty: 1874.770752
	Iteration 0F: 2 clusters Score -210215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -207653.109375 Penalty: 3749.541504
	Iteration 0F: 3 clusters Score -207653.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -208079.359375 Penalty: 3749.541504
	Iteration 1F: 3 clusters Score -208079.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -208193.593750 Penalty: 3749.541504
	Iteration 2F: 3 clusters Score -208193.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -208255.734375 Penalty: 3749.541504
	Iteration 3Q: 3 clusters Score -208255.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -208294.359375 Penalty: 3749.541504
	Iteration 4Q: 3 clusters Score -208294.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -208325.015625 Penalty: 3749.541504
	Iteration 5Q: 3 clusters Score -208325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -208340.218750 Penalty: 3749.541504
	Iteration 6Q: 3 clusters Score -208340.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -208355.875000 Penalty: 3749.541504
	Iteration 7Q: 3 clusters Score -208355.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -208376.968750 Penalty: 3749.541504
	Iteration 8Q: 3 clusters Score -208377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -208390.281250 Penalty: 3749.541504
	Iteration 9Q: 3 clusters Score -208390.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -208405.406250 Penalty: 3749.541504
	Iteration 10Q: 3 clusters Score -208405.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -208411.046875 Penalty: 3749.541504
	Iteration 11Q: 3 clusters Score -208411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -208416.906250 Penalty: 3749.541504
	Iteration 12Q: 3 clusters Score -208416.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -208426.421875 Penalty: 3749.541504
	Iteration 13Q: 3 clusters Score -208426.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -208433.187500 Penalty: 3749.541504
	Iteration 14Q: 3 clusters Score -208433.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -208437.781250 Penalty: 3749.541504
	Iteration 15Q: 3 clusters Score -208437.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -208440.296875 Penalty: 3749.541504
	Iteration 16Q: 3 clusters Score -208440.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -208444.781250 Penalty: 3749.541504
	Iteration 17Q: 3 clusters Score -208444.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -208451.812500 Penalty: 3749.541504
	Iteration 18Q: 3 clusters Score -208451.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -208462.578125 Penalty: 3749.541504
	Iteration 19Q: 3 clusters Score -208462.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -208467.265625 Penalty: 3749.541504
	Iteration 20F: 3 clusters Score -208467.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -208475.187500 Penalty: 3749.541504
	Iteration 21Q: 3 clusters Score -208475.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -208482.625000 Penalty: 3749.541504
	Iteration 22Q: 3 clusters Score -208482.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -208489.046875 Penalty: 3749.541504
	Iteration 23Q: 3 clusters Score -208489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -208494.359375 Penalty: 3749.541504
	Iteration 24Q: 3 clusters Score -208494.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -208495.734375 Penalty: 3749.541504
	Iteration 25Q: 3 clusters Score -208495.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -208497.750000 Penalty: 3749.541504
	Iteration 26Q: 3 clusters Score -208497.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -208500.625000 Penalty: 3749.541504
	Iteration 27Q: 3 clusters Score -208500.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -208503.125000 Penalty: 3749.541504
	Iteration 28Q: 3 clusters Score -208503.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -208507.812500 Penalty: 3749.541504
	Iteration 29Q: 3 clusters Score -208507.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -208512.218750 Penalty: 3749.541504
	Iteration 30Q: 3 clusters Score -208512.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -208517.906250 Penalty: 3749.541504
	Iteration 31Q: 3 clusters Score -208517.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -208522.562500 Penalty: 3749.541504
	Iteration 32Q: 3 clusters Score -208522.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -208527.843750 Penalty: 3749.541504
	Iteration 33Q: 3 clusters Score -208527.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -208535.796875 Penalty: 3749.541504
	Iteration 34Q: 3 clusters Score -208535.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -208545.328125 Penalty: 3749.541504
	Iteration 35Q: 3 clusters Score -208545.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -208552.265625 Penalty: 3749.541504
	Iteration 36Q: 3 clusters Score -208552.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -208564.140625 Penalty: 3749.541504
	Iteration 37Q: 3 clusters Score -208564.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -208576.406250 Penalty: 3749.541504
	Iteration 38Q: 3 clusters Score -208576.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -208583.546875 Penalty: 3749.541504
	Iteration 39Q: 3 clusters Score -208583.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -208588.140625 Penalty: 3749.541504
	Iteration 40F: 3 clusters Score -208588.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -208589.625000 Penalty: 3749.541504
	Iteration 41Q: 3 clusters Score -208589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -208590.921875 Penalty: 3749.541504
	Iteration 42Q: 3 clusters Score -208590.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -208593.531250 Penalty: 3749.541504
	Iteration 43Q: 3 clusters Score -208593.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -208595.718750 Penalty: 3749.541504
	Iteration 44Q: 3 clusters Score -208595.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -208598.140625 Penalty: 3749.541504
	Iteration 45Q: 3 clusters Score -208598.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -208605.546875 Penalty: 3749.541504
	Iteration 46Q: 3 clusters Score -208605.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -208610.375000 Penalty: 3749.541504
	Iteration 47Q: 3 clusters Score -208610.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -208616.140625 Penalty: 3749.541504
	Iteration 48Q: 3 clusters Score -208616.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -208627.046875 Penalty: 3749.541504
	Iteration 49Q: 3 clusters Score -208627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -208638.015625 Penalty: 3749.541504
	Iteration 50Q: 3 clusters Score -208638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -208649.953125 Penalty: 3749.541504
	Iteration 51Q: 3 clusters Score -208650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -208664.437500 Penalty: 3749.541504
	Iteration 52Q: 3 clusters Score -208664.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -208679.531250 Penalty: 3749.541504
	Iteration 53Q: 3 clusters Score -208679.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -208694.125000 Penalty: 3749.541504
	Iteration 54Q: 3 clusters Score -208694.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -208704.218750 Penalty: 3749.541504
	Iteration 55Q: 3 clusters Score -208704.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -208707.390625 Penalty: 3749.541504
	Iteration 56Q: 3 clusters Score -208707.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -208710.390625 Penalty: 3749.541504
	Iteration 57Q: 3 clusters Score -208710.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -208710.562500 Penalty: 3749.541504
	Iteration 58Q: 3 clusters Score -208710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -208711.750000 Penalty: 3749.541504
	Iteration 59Q: 3 clusters Score -208711.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -208714.875000 Penalty: 3749.541504
	Iteration 60F: 3 clusters Score -208714.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -208719.515625 Penalty: 3749.541504
	Iteration 61Q: 3 clusters Score -208719.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -208727.140625 Penalty: 3749.541504
	Iteration 62Q: 3 clusters Score -208727.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -208733.390625 Penalty: 3749.541504
	Iteration 63Q: 3 clusters Score -208733.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -208739.000000 Penalty: 3749.541504
	Iteration 64Q: 3 clusters Score -208739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -208744.968750 Penalty: 3749.541504
	Iteration 65Q: 3 clusters Score -208745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -208750.281250 Penalty: 3749.541504
	Iteration 66Q: 3 clusters Score -208750.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -208753.093750 Penalty: 3749.541504
	Iteration 67Q: 3 clusters Score -208753.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -208756.734375 Penalty: 3749.541504
	Iteration 68Q: 3 clusters Score -208756.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -208761.093750 Penalty: 3749.541504
	Iteration 69Q: 3 clusters Score -208761.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -208766.343750 Penalty: 3749.541504
	Iteration 70Q: 3 clusters Score -208766.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -208770.218750 Penalty: 3749.541504
	Iteration 71Q: 3 clusters Score -208770.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -208774.234375 Penalty: 3749.541504
	Iteration 72Q: 3 clusters Score -208774.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -208778.468750 Penalty: 3749.541504
	Iteration 73Q: 3 clusters Score -208778.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -208787.953125 Penalty: 3749.541504
	Iteration 74Q: 3 clusters Score -208788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -208799.734375 Penalty: 3749.541504
	Iteration 75Q: 3 clusters Score -208799.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -208807.921875 Penalty: 3749.541504
	Iteration 76Q: 3 clusters Score -208807.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -208813.250000 Penalty: 3749.541504
	Iteration 77Q: 3 clusters Score -208813.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -208815.265625 Penalty: 3749.541504
	Iteration 78Q: 3 clusters Score -208815.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -208815.765625 Penalty: 3749.541504
	Iteration 79Q: 3 clusters Score -208815.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -208816.234375 Penalty: 3749.541504
	Iteration 80F: 3 clusters Score -208816.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -208817.312500 Penalty: 3749.541504
	Iteration 81Q: 3 clusters Score -208817.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -208818.328125 Penalty: 3749.541504
	Iteration 82Q: 3 clusters Score -208818.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -208820.546875 Penalty: 3749.541504
	Iteration 83Q: 3 clusters Score -208820.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -208822.109375 Penalty: 3749.541504
	Iteration 84Q: 3 clusters Score -208822.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -208822.843750 Penalty: 3749.541504
	Iteration 85Q: 3 clusters Score -208822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -208824.031250 Penalty: 3749.541504
	Iteration 86Q: 3 clusters Score -208824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -208824.875000 Penalty: 3749.541504
	Iteration 87Q: 3 clusters Score -208824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -208825.953125 Penalty: 3749.541504
	Iteration 88Q: 3 clusters Score -208826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -208828.187500 Penalty: 3749.541504
	Iteration 89Q: 3 clusters Score -208828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -208829.312500 Penalty: 3749.541504
	Iteration 90Q: 3 clusters Score -208829.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -208833.015625 Penalty: 3749.541504
	Iteration 91Q: 3 clusters Score -208833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -208835.593750 Penalty: 3749.541504
	Iteration 92Q: 3 clusters Score -208835.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -208838.156250 Penalty: 3749.541504
	Iteration 93Q: 3 clusters Score -208838.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -208839.593750 Penalty: 3749.541504
	Iteration 94Q: 3 clusters Score -208839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -208839.828125 Penalty: 3749.541504
	Iteration 95Q: 3 clusters Score -208839.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -208839.828125 Penalty: 3749.541504
	Iteration 96F: 3 clusters Score -208839.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Entering Unmasked Estep 
Score: -2014257.250000 Penalty: 2404.997314
	Iteration 0F: 2 clusters Score -2014257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2002523.250000 Penalty: 4809.994629
	Iteration 0F: 3 clusters Score -2002523 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2006308.500000 Penalty: 4809.994629
	Iteration 1F: 3 clusters Score -2006308 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2006649.125000 Penalty: 4809.994629
	Iteration 2F: 3 clusters Score -2006649 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2006921.375000 Penalty: 4809.994629
	Iteration 3Q: 3 clusters Score -2006921 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2007122.250000 Penalty: 4809.994629
	Iteration 4Q: 3 clusters Score -2007122 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2007317.000000 Penalty: 4809.994629
	Iteration 5Q: 3 clusters Score -2007317 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2007474.500000 Penalty: 4809.994629
	Iteration 6Q: 3 clusters Score -2007474 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2007632.500000 Penalty: 4809.994629
	Iteration 7Q: 3 clusters Score -2007632 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2007807.750000 Penalty: 4809.994629
	Iteration 8Q: 3 clusters Score -2007808 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2007997.625000 Penalty: 4809.994629
	Iteration 9Q: 3 clusters Score -2007998 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2008259.125000 Penalty: 4809.994629
	Iteration 10Q: 3 clusters Score -2008259 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2008582.250000 Penalty: 4809.994629
	Iteration 11Q: 3 clusters Score -2008582 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2009016.625000 Penalty: 4809.994629
	Iteration 12Q: 3 clusters Score -2009017 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2009502.000000 Penalty: 4809.994629
	Iteration 13Q: 3 clusters Score -2009502 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2009981.875000 Penalty: 4809.994629
	Iteration 14Q: 3 clusters Score -2009982 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2010270.875000 Penalty: 4809.994629
	Iteration 15Q: 3 clusters Score -2010271 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2010455.625000 Penalty: 4809.994629
	Iteration 16Q: 3 clusters Score -2010456 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2010578.875000 Penalty: 4809.994629
	Iteration 17Q: 3 clusters Score -2010579 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2010673.000000 Penalty: 4809.994629
	Iteration 18Q: 3 clusters Score -2010673 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2010757.625000 Penalty: 4809.994629
	Iteration 19Q: 3 clusters Score -2010758 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2010841.500000 Penalty: 4809.994629
	Iteration 20F: 3 clusters Score -2010842 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2010924.000000 Penalty: 4809.994629
	Iteration 21Q: 3 clusters Score -2010924 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2010991.375000 Penalty: 4809.994629
	Iteration 22Q: 3 clusters Score -2010991 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2011060.375000 Penalty: 4809.994629
	Iteration 23Q: 3 clusters Score -2011060 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2011109.875000 Penalty: 4809.994629
	Iteration 24Q: 3 clusters Score -2011110 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2011162.750000 Penalty: 4809.994629
	Iteration 25Q: 3 clusters Score -2011163 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2011203.125000 Penalty: 4809.994629
	Iteration 26Q: 3 clusters Score -2011203 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2011257.500000 Penalty: 4809.994629
	Iteration 27Q: 3 clusters Score -2011258 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2011310.250000 Penalty: 4809.994629
	Iteration 28Q: 3 clusters Score -2011310 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2011353.625000 Penalty: 4809.994629
	Iteration 29Q: 3 clusters Score -2011354 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2011403.875000 Penalty: 4809.994629
	Iteration 30Q: 3 clusters Score -2011404 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2011441.875000 Penalty: 4809.994629
	Iteration 31Q: 3 clusters Score -2011442 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2011477.625000 Penalty: 4809.994629
	Iteration 32Q: 3 clusters Score -2011478 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2011512.375000 Penalty: 4809.994629
	Iteration 33Q: 3 clusters Score -2011512 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2011546.750000 Penalty: 4809.994629
	Iteration 34Q: 3 clusters Score -2011547 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2011570.375000 Penalty: 4809.994629
	Iteration 35Q: 3 clusters Score -2011570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2011602.500000 Penalty: 4809.994629
	Iteration 36Q: 3 clusters Score -2011602 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2011639.125000 Penalty: 4809.994629
	Iteration 37Q: 3 clusters Score -2011639 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2011674.125000 Penalty: 4809.994629
	Iteration 38Q: 3 clusters Score -2011674 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2011703.625000 Penalty: 4809.994629
	Iteration 39Q: 3 clusters Score -2011704 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2011733.000000 Penalty: 4809.994629
	Iteration 40F: 3 clusters Score -2011733 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2011750.500000 Penalty: 4809.994629
	Iteration 41Q: 3 clusters Score -2011750 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2011756.875000 Penalty: 4809.994629
	Iteration 42Q: 3 clusters Score -2011757 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2011774.875000 Penalty: 4809.994629
	Iteration 43Q: 3 clusters Score -2011775 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2011786.375000 Penalty: 4809.994629
	Iteration 44Q: 3 clusters Score -2011786 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2011800.875000 Penalty: 4809.994629
	Iteration 45Q: 3 clusters Score -2011801 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2011821.875000 Penalty: 4809.994629
	Iteration 46Q: 3 clusters Score -2011822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2011835.375000 Penalty: 4809.994629
	Iteration 47Q: 3 clusters Score -2011835 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2011839.500000 Penalty: 4809.994629
	Iteration 48Q: 3 clusters Score -2011840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2011848.000000 Penalty: 4809.994629
	Iteration 49Q: 3 clusters Score -2011848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2011858.625000 Penalty: 4809.994629
	Iteration 50Q: 3 clusters Score -2011859 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2011873.375000 Penalty: 4809.994629
	Iteration 51Q: 3 clusters Score -2011873 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2011893.375000 Penalty: 4809.994629
	Iteration 52Q: 3 clusters Score -2011893 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2011898.625000 Penalty: 4809.994629
	Iteration 53Q: 3 clusters Score -2011899 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2011909.125000 Penalty: 4809.994629
	Iteration 54Q: 3 clusters Score -2011909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2011922.750000 Penalty: 4809.994629
	Iteration 55Q: 3 clusters Score -2011923 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2011929.375000 Penalty: 4809.994629
	Iteration 56Q: 3 clusters Score -2011929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2011938.875000 Penalty: 4809.994629
	Iteration 57Q: 3 clusters Score -2011939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2011941.000000 Penalty: 4809.994629
	Iteration 58Q: 3 clusters Score -2011941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2011958.750000 Penalty: 4809.994629
	Iteration 59Q: 3 clusters Score -2011959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2011957.500000 Penalty: 4809.994629
	Iteration 60F: 3 clusters Score -2011958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2011959.125000 Penalty: 4809.994629
	Iteration 61Q: 3 clusters Score -2011959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2011963.500000 Penalty: 4809.994629
	Iteration 62Q: 3 clusters Score -2011964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2011967.000000 Penalty: 4809.994629
	Iteration 63Q: 3 clusters Score -2011967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2011972.750000 Penalty: 4809.994629
	Iteration 64Q: 3 clusters Score -2011973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2011982.125000 Penalty: 4809.994629
	Iteration 65Q: 3 clusters Score -2011982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2011990.375000 Penalty: 4809.994629
	Iteration 66Q: 3 clusters Score -2011990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2011993.375000 Penalty: 4809.994629
	Iteration 67Q: 3 clusters Score -2011993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2012003.625000 Penalty: 4809.994629
	Iteration 68Q: 3 clusters Score -2012004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2012006.750000 Penalty: 4809.994629
	Iteration 69Q: 3 clusters Score -2012007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2012010.750000 Penalty: 4809.994629
	Iteration 70Q: 3 clusters Score -2012011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2012012.500000 Penalty: 4809.994629
	Iteration 71Q: 3 clusters Score -2012012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2012013.375000 Penalty: 4809.994629
	Iteration 72Q: 3 clusters Score -2012013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2012017.375000 Penalty: 4809.994629
	Iteration 73Q: 3 clusters Score -2012017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2012024.625000 Penalty: 4809.994629
	Iteration 74Q: 3 clusters Score -2012025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2012027.250000 Penalty: 4809.994629
	Iteration 75Q: 3 clusters Score -2012027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2012031.625000 Penalty: 4809.994629
	Iteration 76Q: 3 clusters Score -2012032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2012036.250000 Penalty: 4809.994629
	Iteration 77Q: 3 clusters Score -2012036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2012042.500000 Penalty: 4809.994629
	Iteration 78Q: 3 clusters Score -2012042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2012043.750000 Penalty: 4809.994629
	Iteration 79Q: 3 clusters Score -2012044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2012050.000000 Penalty: 4809.994629
	Iteration 80F: 3 clusters Score -2012050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2012061.125000 Penalty: 4809.994629
	Iteration 81Q: 3 clusters Score -2012061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2012062.250000 Penalty: 4809.994629
	Iteration 82Q: 3 clusters Score -2012062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2012062.375000 Penalty: 4809.994629
	Iteration 83Q: 3 clusters Score -2012062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2012069.000000 Penalty: 4809.994629
	Iteration 84Q: 3 clusters Score -2012069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2012076.125000 Penalty: 4809.994629
	Iteration 85Q: 3 clusters Score -2012076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2012076.750000 Penalty: 4809.994629
	Iteration 86Q: 3 clusters Score -2012077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2012079.250000 Penalty: 4809.994629
	Iteration 87Q: 3 clusters Score -2012079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2012074.500000 Penalty: 4809.994629
	Iteration 88Q: 3 clusters Score -2012074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2012087.250000 Penalty: 4809.994629
	Iteration 89Q: 3 clusters Score -2012087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2012094.500000 Penalty: 4809.994629
	Iteration 90Q: 3 clusters Score -2012094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2012103.250000 Penalty: 4809.994629
	Iteration 91Q: 3 clusters Score -2012103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2012108.250000 Penalty: 4809.994629
	Iteration 92Q: 3 clusters Score -2012108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2012118.000000 Penalty: 4809.994629
	Iteration 93Q: 3 clusters Score -2012118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2012129.625000 Penalty: 4809.994629
	Iteration 94Q: 3 clusters Score -2012130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2012135.875000 Penalty: 4809.994629
	Iteration 95Q: 3 clusters Score -2012136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2012135.750000 Penalty: 4809.994629
	Iteration 96Q: 3 clusters Score -2012136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2012142.125000 Penalty: 4809.994629
	Iteration 97Q: 3 clusters Score -2012142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2012143.875000 Penalty: 4809.994629
	Iteration 98Q: 3 clusters Score -2012144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2012148.750000 Penalty: 4809.994629
	Iteration 99Q: 3 clusters Score -2012149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2012155.125000 Penalty: 4809.994629
	Iteration 100F: 3 clusters Score -2012155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2012159.625000 Penalty: 4809.994629
	Iteration 101Q: 3 clusters Score -2012160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2012170.125000 Penalty: 4809.994629
	Iteration 102Q: 3 clusters Score -2012170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2012176.375000 Penalty: 4809.994629
	Iteration 103Q: 3 clusters Score -2012176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2012183.000000 Penalty: 4809.994629
	Iteration 104Q: 3 clusters Score -2012183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2012185.875000 Penalty: 4809.994629
	Iteration 105Q: 3 clusters Score -2012186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2012188.500000 Penalty: 4809.994629
	Iteration 106Q: 3 clusters Score -2012188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2012186.875000 Penalty: 4809.994629
	Iteration 107Q: 3 clusters Score -2012187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2012190.500000 Penalty: 4809.994629
	Iteration 108Q: 3 clusters Score -2012190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2012193.500000 Penalty: 4809.994629
	Iteration 109Q: 3 clusters Score -2012194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2012195.750000 Penalty: 4809.994629
	Iteration 110Q: 3 clusters Score -2012196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2012195.125000 Penalty: 4809.994629
	Iteration 111Q: 3 clusters Score -2012195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2012198.125000 Penalty: 4809.994629
	Iteration 112Q: 3 clusters Score -2012198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2012198.125000 Penalty: 4809.994629
	Iteration 113Q: 3 clusters Score -2012198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2012196.875000 Penalty: 4809.994629
	Iteration 114Q: 3 clusters Score -2012197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2012196.375000 Penalty: 4809.994629
	Iteration 115Q: 3 clusters Score -2012196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2012196.375000 Penalty: 4809.994629
	Iteration 116F: 3 clusters Score -2012196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -291893.156250 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -291893.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -288859.250000 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -288859.2 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -289440.250000 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -289440.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -289641.125000 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -289641.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -289789.281250 Penalty: 3917.059082
	Iteration 3F: 3 clusters Score -289789.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -289920.218750 Penalty: 3917.059082
	Iteration 4Q: 3 clusters Score -289920.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -290062.187500 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -290062.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -290159.937500 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -290159.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -290239.750000 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -290239.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -290310.843750 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -290310.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -290361.687500 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -290361.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -290392.562500 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -290392.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -290418.437500 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -290418.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -290438.250000 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -290438.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -290448.937500 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -290448.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -290454.531250 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -290454.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -290460.750000 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -290460.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -290466.375000 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -290466.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -290471.218750 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -290471.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -290475.187500 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -290475.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -290484.312500 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -290484.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -290491.031250 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -290491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -290495.687500 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -290495.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -290500.781250 Penalty: 3917.059082
	Iteration 22Q: 3 clusters Score -290500.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -290502.093750 Penalty: 3917.059082
	Iteration 23Q: 3 clusters Score -290502.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -290503.718750 Penalty: 3917.059082
	Iteration 24Q: 3 clusters Score -290503.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -290504.750000 Penalty: 3917.059082
	Iteration 25Q: 3 clusters Score -290504.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -290505.906250 Penalty: 3917.059082
	Iteration 26Q: 3 clusters Score -290505.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -290507.375000 Penalty: 3917.059082
	Iteration 27Q: 3 clusters Score -290507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -290507.937500 Penalty: 3917.059082
	Iteration 28Q: 3 clusters Score -290507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -290508.062500 Penalty: 3917.059082
	Iteration 29Q: 3 clusters Score -290508.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -290508.312500 Penalty: 3917.059082
	Iteration 30Q: 3 clusters Score -290508.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -290508.531250 Penalty: 3917.059082
	Iteration 31Q: 3 clusters Score -290508.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -290509.312500 Penalty: 3917.059082
	Iteration 32Q: 3 clusters Score -290509.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -290509.812500 Penalty: 3917.059082
	Iteration 33Q: 3 clusters Score -290509.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -290510.937500 Penalty: 3917.059082
	Iteration 34Q: 3 clusters Score -290510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -290511.656250 Penalty: 3917.059082
	Iteration 35Q: 3 clusters Score -290511.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -290512.968750 Penalty: 3917.059082
	Iteration 36Q: 3 clusters Score -290513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -290514.750000 Penalty: 3917.059082
	Iteration 37Q: 3 clusters Score -290514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -290515.187500 Penalty: 3917.059082
	Iteration 38Q: 3 clusters Score -290515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -290515.781250 Penalty: 3917.059082
	Iteration 39Q: 3 clusters Score -290515.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -290515.781250 Penalty: 3917.059082
	Iteration 40F: 3 clusters Score -290515.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48646.425781 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -48646.43 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 294 members 
Entering Unmasked Estep 
Score: -47176.851562 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -47176.85 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47597.382812 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -47597.38 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47910.964844 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -47910.96 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48291.871094 Penalty: 3156.062012
	Iteration 3F: 3 clusters Score -48291.87 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48601.785156 Penalty: 3156.062012
	Iteration 4F: 3 clusters Score -48601.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48782.195312 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -48782.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48842.437500 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -48842.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48868.179688 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -48868.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48879.496094 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -48879.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48879.496094 Penalty: 3156.062012
	Iteration 9F: 3 clusters Score -48879.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60692 members 
Mstep: Class 4 contains 215772 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 168817 members 
Mstep: Class 7 contains 11318 members 
Mstep: Class 8 contains 170832 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 16278 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 34080 members 
Mstep: Class 19 contains 170324 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3758 members 
Entering Unmasked Estep 
Score: -104299976.000000 Penalty: 64462.460938
Splitting cluster 14 changes total score from -104301720.000000 to -104299976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (34080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Entering Unmasked Estep 
Score: -4072081.750000 Penalty: 2588.243652
	Iteration 0F: 2 clusters Score -4072082 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 16951 members 
Entering Unmasked Estep 
Score: -4048978.750000 Penalty: 5176.487305
	Iteration 0F: 3 clusters Score -4048979 nChanged 15378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -4057345.500000 Penalty: 5176.487305
	Iteration 1F: 3 clusters Score -4057346 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -4057828.500000 Penalty: 5176.487305
	Iteration 2Q: 3 clusters Score -4057828 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -4058206.500000 Penalty: 5176.487305
	Iteration 3Q: 3 clusters Score -4058206 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -4058559.500000 Penalty: 5176.487305
	Iteration 4Q: 3 clusters Score -4058560 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -4058862.500000 Penalty: 5176.487305
	Iteration 5Q: 3 clusters Score -4058862 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -4059162.250000 Penalty: 5176.487305
	Iteration 6Q: 3 clusters Score -4059162 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -4059490.500000 Penalty: 5176.487305
	Iteration 7Q: 3 clusters Score -4059490 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -4059944.750000 Penalty: 5176.487305
	Iteration 8Q: 3 clusters Score -4059945 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -4060613.750000 Penalty: 5176.487305
	Iteration 9Q: 3 clusters Score -4060614 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -4061605.750000 Penalty: 5176.487305
	Iteration 10Q: 3 clusters Score -4061606 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -4062946.250000 Penalty: 5176.487305
	Iteration 11F: 3 clusters Score -4062946 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -4064617.250000 Penalty: 5176.487305
	Iteration 12F: 3 clusters Score -4064617 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -4066091.250000 Penalty: 5176.487305
	Iteration 13F: 3 clusters Score -4066091 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -4067138.250000 Penalty: 5176.487305
	Iteration 14Q: 3 clusters Score -4067138 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -4067870.250000 Penalty: 5176.487305
	Iteration 15Q: 3 clusters Score -4067870 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4068437.250000 Penalty: 5176.487305
	Iteration 16Q: 3 clusters Score -4068437 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4068849.000000 Penalty: 5176.487305
	Iteration 17Q: 3 clusters Score -4068849 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4069163.000000 Penalty: 5176.487305
	Iteration 18Q: 3 clusters Score -4069163 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4069337.500000 Penalty: 5176.487305
	Iteration 19Q: 3 clusters Score -4069338 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4069449.250000 Penalty: 5176.487305
	Iteration 20F: 3 clusters Score -4069449 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4069524.500000 Penalty: 5176.487305
	Iteration 21Q: 3 clusters Score -4069524 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4069616.500000 Penalty: 5176.487305
	Iteration 22Q: 3 clusters Score -4069616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4069668.250000 Penalty: 5176.487305
	Iteration 23Q: 3 clusters Score -4069668 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4069716.500000 Penalty: 5176.487305
	Iteration 24Q: 3 clusters Score -4069716 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4069756.750000 Penalty: 5176.487305
	Iteration 25Q: 3 clusters Score -4069757 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4069779.000000 Penalty: 5176.487305
	Iteration 26Q: 3 clusters Score -4069779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4069796.000000 Penalty: 5176.487305
	Iteration 27Q: 3 clusters Score -4069796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4069801.000000 Penalty: 5176.487305
	Iteration 28Q: 3 clusters Score -4069801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4069817.500000 Penalty: 5176.487305
	Iteration 29Q: 3 clusters Score -4069818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4069819.250000 Penalty: 5176.487305
	Iteration 30Q: 3 clusters Score -4069819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4069823.250000 Penalty: 5176.487305
	Iteration 31Q: 3 clusters Score -4069823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4069826.500000 Penalty: 5176.487305
	Iteration 32Q: 3 clusters Score -4069826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4069825.750000 Penalty: 5176.487305
	Iteration 33Q: 3 clusters Score -4069826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4069830.500000 Penalty: 5176.487305
	Iteration 34Q: 3 clusters Score -4069830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4069829.250000 Penalty: 5176.487305
	Iteration 35Q: 3 clusters Score -4069829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4069833.250000 Penalty: 5176.487305
	Iteration 36Q: 3 clusters Score -4069833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4069836.500000 Penalty: 5176.487305
	Iteration 37Q: 3 clusters Score -4069836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4069842.500000 Penalty: 5176.487305
	Iteration 38Q: 3 clusters Score -4069842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4069844.250000 Penalty: 5176.487305
	Iteration 39Q: 3 clusters Score -4069844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4069845.000000 Penalty: 5176.487305
	Iteration 40F: 3 clusters Score -4069845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4069845.500000 Penalty: 5176.487305
	Iteration 41Q: 3 clusters Score -4069846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4069848.500000 Penalty: 5176.487305
	Iteration 42Q: 3 clusters Score -4069848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4069858.250000 Penalty: 5176.487305
	Iteration 43Q: 3 clusters Score -4069858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4069858.000000 Penalty: 5176.487305
	Iteration 44Q: 3 clusters Score -4069858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4069863.000000 Penalty: 5176.487305
	Iteration 45Q: 3 clusters Score -4069863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4069861.250000 Penalty: 5176.487305
	Iteration 46Q: 3 clusters Score -4069861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4069865.000000 Penalty: 5176.487305
	Iteration 47Q: 3 clusters Score -4069865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4069870.750000 Penalty: 5176.487305
	Iteration 48Q: 3 clusters Score -4069871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4069873.250000 Penalty: 5176.487305
	Iteration 49Q: 3 clusters Score -4069873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4069871.000000 Penalty: 5176.487305
	Iteration 50Q: 3 clusters Score -4069871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4069871.000000 Penalty: 5176.487305
	Iteration 51F: 3 clusters Score -4069871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (170324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170324 members 
Entering Unmasked Estep 
Score: -20777168.000000 Penalty: 2987.273438
	Iteration 0F: 2 clusters Score -2.077717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84724 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -20664598.000000 Penalty: 5974.546875
	Iteration 0F: 3 clusters Score -2.06646e+07 nChanged 81800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78494 members 
Mstep: Class 2 contains 91830 members 
Entering Unmasked Estep 
Score: -20712980.000000 Penalty: 5974.546875
	Iteration 1F: 3 clusters Score -2.071298e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74687 members 
Mstep: Class 2 contains 95637 members 
Entering Unmasked Estep 
Score: -20714994.000000 Penalty: 5974.546875
	Iteration 2Q: 3 clusters Score -2.071499e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68969 members 
Mstep: Class 2 contains 101355 members 
Entering Unmasked Estep 
Score: -20718206.000000 Penalty: 5974.546875
	Iteration 3Q: 3 clusters Score -2.071821e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60787 members 
Mstep: Class 2 contains 109537 members 
Entering Unmasked Estep 
Score: -20723914.000000 Penalty: 5974.546875
	Iteration 4F: 3 clusters Score -2.072391e+07 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 120495 members 
Entering Unmasked Estep 
Score: -20732832.000000 Penalty: 5974.546875
	Iteration 5F: 3 clusters Score -2.073283e+07 nChanged 12624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 133015 members 
Entering Unmasked Estep 
Score: -20743630.000000 Penalty: 5974.546875
	Iteration 6F: 3 clusters Score -2.074363e+07 nChanged 12057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 145042 members 
Entering Unmasked Estep 
Score: -20754534.000000 Penalty: 5974.546875
	Iteration 7F: 3 clusters Score -2.075453e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 154764 members 
Entering Unmasked Estep 
Score: -20762976.000000 Penalty: 5974.546875
	Iteration 8F: 3 clusters Score -2.076298e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 161492 members 
Entering Unmasked Estep 
Score: -20768452.000000 Penalty: 5974.546875
	Iteration 9Q: 3 clusters Score -2.076845e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 165489 members 
Entering Unmasked Estep 
Score: -20771362.000000 Penalty: 5974.546875
	Iteration 10Q: 3 clusters Score -2.077136e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 167568 members 
Entering Unmasked Estep 
Score: -20772914.000000 Penalty: 5974.546875
	Iteration 11Q: 3 clusters Score -2.077291e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 168635 members 
Entering Unmasked Estep 
Score: -20773638.000000 Penalty: 5974.546875
	Iteration 12Q: 3 clusters Score -2.077364e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 169156 members 
Entering Unmasked Estep 
Score: -20773998.000000 Penalty: 5974.546875
	Iteration 13Q: 3 clusters Score -2.0774e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 169425 members 
Entering Unmasked Estep 
Score: -20774200.000000 Penalty: 5974.546875
	Iteration 14Q: 3 clusters Score -2.07742e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 169559 members 
Entering Unmasked Estep 
Score: -20774348.000000 Penalty: 5974.546875
	Iteration 15Q: 3 clusters Score -2.077435e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 169642 members 
Entering Unmasked Estep 
Score: -20774412.000000 Penalty: 5974.546875
	Iteration 16Q: 3 clusters Score -2.077441e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 169704 members 
Entering Unmasked Estep 
Score: -20774450.000000 Penalty: 5974.546875
	Iteration 17Q: 3 clusters Score -2.077445e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 169733 members 
Entering Unmasked Estep 
Score: -20774514.000000 Penalty: 5974.546875
	Iteration 18Q: 3 clusters Score -2.077451e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 169750 members 
Entering Unmasked Estep 
Score: -20774538.000000 Penalty: 5974.546875
	Iteration 19Q: 3 clusters Score -2.077454e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 169769 members 
Entering Unmasked Estep 
Score: -20774552.000000 Penalty: 5974.546875
	Iteration 20F: 3 clusters Score -2.077455e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 169788 members 
Entering Unmasked Estep 
Score: -20774576.000000 Penalty: 5974.546875
	Iteration 21Q: 3 clusters Score -2.077458e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 169804 members 
Entering Unmasked Estep 
Score: -20774588.000000 Penalty: 5974.546875
	Iteration 22Q: 3 clusters Score -2.077459e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 169815 members 
Entering Unmasked Estep 
Score: -20774588.000000 Penalty: 5974.546875
	Iteration 23Q: 3 clusters Score -2.077459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 169820 members 
Entering Unmasked Estep 
Score: -20774590.000000 Penalty: 5974.546875
	Iteration 24Q: 3 clusters Score -2.077459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 169826 members 
Entering Unmasked Estep 
Score: -20774584.000000 Penalty: 5974.546875
	Iteration 25Q: 3 clusters Score -2.077458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 169828 members 
Entering Unmasked Estep 
Score: -20774586.000000 Penalty: 5974.546875
	Iteration 26Q: 3 clusters Score -2.077459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 169830 members 
Entering Unmasked Estep 
Score: -20774576.000000 Penalty: 5974.546875
	Iteration 27Q: 3 clusters Score -2.077458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 169831 members 
Entering Unmasked Estep 
Score: -20774580.000000 Penalty: 5974.546875
	Iteration 28Q: 3 clusters Score -2.077458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 169834 members 
Entering Unmasked Estep 
Score: -20774596.000000 Penalty: 5974.546875
	Iteration 29Q: 3 clusters Score -2.07746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 169837 members 
Entering Unmasked Estep 
Score: -20774602.000000 Penalty: 5974.546875
	Iteration 30Q: 3 clusters Score -2.07746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 169840 members 
Entering Unmasked Estep 
Score: -20774612.000000 Penalty: 5974.546875
	Iteration 31Q: 3 clusters Score -2.077461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 169848 members 
Entering Unmasked Estep 
Score: -20774614.000000 Penalty: 5974.546875
	Iteration 32Q: 3 clusters Score -2.077461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 169850 members 
Entering Unmasked Estep 
Score: -20774626.000000 Penalty: 5974.546875
	Iteration 33Q: 3 clusters Score -2.077463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 169854 members 
Entering Unmasked Estep 
Score: -20774618.000000 Penalty: 5974.546875
	Iteration 34Q: 3 clusters Score -2.077462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 169857 members 
Entering Unmasked Estep 
Score: -20774630.000000 Penalty: 5974.546875
	Iteration 35Q: 3 clusters Score -2.077463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 169858 members 
Entering Unmasked Estep 
Score: -20774622.000000 Penalty: 5974.546875
	Iteration 36Q: 3 clusters Score -2.077462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 169863 members 
Entering Unmasked Estep 
Score: -20774646.000000 Penalty: 5974.546875
	Iteration 37Q: 3 clusters Score -2.077465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 169866 members 
Entering Unmasked Estep 
Score: -20774636.000000 Penalty: 5974.546875
	Iteration 38Q: 3 clusters Score -2.077464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 169868 members 
Entering Unmasked Estep 
Score: -20774640.000000 Penalty: 5974.546875
	Iteration 39Q: 3 clusters Score -2.077464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 169869 members 
Entering Unmasked Estep 
Score: -20774644.000000 Penalty: 5974.546875
	Iteration 40F: 3 clusters Score -2.077464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 169868 members 
Entering Unmasked Estep 
Score: -20774650.000000 Penalty: 5974.546875
	Iteration 41Q: 3 clusters Score -2.077465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 169868 members 
Entering Unmasked Estep 
Score: -20774650.000000 Penalty: 5974.546875
	Iteration 42F: 3 clusters Score -2.077465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -122278.062500 Penalty: 1760.602051
	Iteration 0F: 2 clusters Score -122278.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -120228.625000 Penalty: 3521.204102
	Iteration 0F: 3 clusters Score -120228.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -120603.820312 Penalty: 3521.204102
	Iteration 1F: 3 clusters Score -120603.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -120724.476562 Penalty: 3521.204102
	Iteration 2F: 3 clusters Score -120724.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -120800.476562 Penalty: 3521.204102
	Iteration 3Q: 3 clusters Score -120800.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -120864.039062 Penalty: 3521.204102
	Iteration 4Q: 3 clusters Score -120864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -120928.296875 Penalty: 3521.204102
	Iteration 5Q: 3 clusters Score -120928.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -120981.476562 Penalty: 3521.204102
	Iteration 6Q: 3 clusters Score -120981.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -121033.406250 Penalty: 3521.204102
	Iteration 7Q: 3 clusters Score -121033.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -121103.281250 Penalty: 3521.204102
	Iteration 8Q: 3 clusters Score -121103.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -121175.039062 Penalty: 3521.204102
	Iteration 9Q: 3 clusters Score -121175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -121267.375000 Penalty: 3521.204102
	Iteration 10Q: 3 clusters Score -121267.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -121344.101562 Penalty: 3521.204102
	Iteration 11Q: 3 clusters Score -121344.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -121441.820312 Penalty: 3521.204102
	Iteration 12Q: 3 clusters Score -121441.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -121563.664062 Penalty: 3521.204102
	Iteration 13Q: 3 clusters Score -121563.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -121631.734375 Penalty: 3521.204102
	Iteration 14Q: 3 clusters Score -121631.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -121666.367188 Penalty: 3521.204102
	Iteration 15Q: 3 clusters Score -121666.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -121690.140625 Penalty: 3521.204102
	Iteration 16Q: 3 clusters Score -121690.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -121703.070312 Penalty: 3521.204102
	Iteration 17Q: 3 clusters Score -121703.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -121712.843750 Penalty: 3521.204102
	Iteration 18Q: 3 clusters Score -121712.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -121723.390625 Penalty: 3521.204102
	Iteration 19Q: 3 clusters Score -121723.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -121731.375000 Penalty: 3521.204102
	Iteration 20F: 3 clusters Score -121731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -121739.390625 Penalty: 3521.204102
	Iteration 21Q: 3 clusters Score -121739.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -121739.968750 Penalty: 3521.204102
	Iteration 22Q: 3 clusters Score -121740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -121739.968750 Penalty: 3521.204102
	Iteration 23F: 3 clusters Score -121740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Entering Unmasked Estep 
Score: -428132.406250 Penalty: 2041.447144
	Iteration 0F: 2 clusters Score -428132.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -424392.468750 Penalty: 4082.894287
	Iteration 0F: 3 clusters Score -424392.5 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -425251.437500 Penalty: 4082.894287
	Iteration 1F: 3 clusters Score -425251.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -425452.843750 Penalty: 4082.894287
	Iteration 2F: 3 clusters Score -425452.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -425588.906250 Penalty: 4082.894287
	Iteration 3F: 3 clusters Score -425588.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -425676.250000 Penalty: 4082.894287
	Iteration 4Q: 3 clusters Score -425676.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -425743.968750 Penalty: 4082.894287
	Iteration 5Q: 3 clusters Score -425744 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -425791.656250 Penalty: 4082.894287
	Iteration 6Q: 3 clusters Score -425791.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -425839.312500 Penalty: 4082.894287
	Iteration 7Q: 3 clusters Score -425839.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -425880.125000 Penalty: 4082.894287
	Iteration 8Q: 3 clusters Score -425880.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -425905.281250 Penalty: 4082.894287
	Iteration 9Q: 3 clusters Score -425905.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -425927.312500 Penalty: 4082.894287
	Iteration 10Q: 3 clusters Score -425927.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -425950.593750 Penalty: 4082.894287
	Iteration 11Q: 3 clusters Score -425950.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -425962.531250 Penalty: 4082.894287
	Iteration 12Q: 3 clusters Score -425962.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -425972.937500 Penalty: 4082.894287
	Iteration 13Q: 3 clusters Score -425972.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -425984.000000 Penalty: 4082.894287
	Iteration 14Q: 3 clusters Score -425984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -425996.531250 Penalty: 4082.894287
	Iteration 15Q: 3 clusters Score -425996.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -426005.000000 Penalty: 4082.894287
	Iteration 16Q: 3 clusters Score -426005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -426019.968750 Penalty: 4082.894287
	Iteration 17Q: 3 clusters Score -426020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -426032.375000 Penalty: 4082.894287
	Iteration 18Q: 3 clusters Score -426032.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -426043.843750 Penalty: 4082.894287
	Iteration 19Q: 3 clusters Score -426043.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -426054.937500 Penalty: 4082.894287
	Iteration 20F: 3 clusters Score -426054.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -426066.875000 Penalty: 4082.894287
	Iteration 21Q: 3 clusters Score -426066.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -426071.437500 Penalty: 4082.894287
	Iteration 22Q: 3 clusters Score -426071.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -426073.187500 Penalty: 4082.894287
	Iteration 23Q: 3 clusters Score -426073.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -426074.625000 Penalty: 4082.894287
	Iteration 24Q: 3 clusters Score -426074.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -426076.968750 Penalty: 4082.894287
	Iteration 25Q: 3 clusters Score -426077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -426078.218750 Penalty: 4082.894287
	Iteration 26Q: 3 clusters Score -426078.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -426080.062500 Penalty: 4082.894287
	Iteration 27Q: 3 clusters Score -426080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -426081.937500 Penalty: 4082.894287
	Iteration 28Q: 3 clusters Score -426081.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -426082.937500 Penalty: 4082.894287
	Iteration 29Q: 3 clusters Score -426082.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -426084.437500 Penalty: 4082.894287
	Iteration 30Q: 3 clusters Score -426084.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -426084.843750 Penalty: 4082.894287
	Iteration 31Q: 3 clusters Score -426084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -426086.281250 Penalty: 4082.894287
	Iteration 32Q: 3 clusters Score -426086.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -426087.062500 Penalty: 4082.894287
	Iteration 33Q: 3 clusters Score -426087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -426088.000000 Penalty: 4082.894287
	Iteration 34Q: 3 clusters Score -426088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -426088.500000 Penalty: 4082.894287
	Iteration 35Q: 3 clusters Score -426088.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -426089.468750 Penalty: 4082.894287
	Iteration 36Q: 3 clusters Score -426089.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -426089.375000 Penalty: 4082.894287
	Iteration 37Q: 3 clusters Score -426089.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -426089.593750 Penalty: 4082.894287
	Iteration 38Q: 3 clusters Score -426089.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -426089.593750 Penalty: 4082.894287
	Iteration 39F: 3 clusters Score -426089.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 60692 members 
Mstep: Class 4 contains 215772 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 168817 members 
Mstep: Class 7 contains 11318 members 
Mstep: Class 8 contains 170832 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 16278 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34080 members 
Mstep: Class 19 contains 170324 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301624.000000 Penalty: 61069.699219
Iteration 359Q: 19 clusters Score -1.043016e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 60697 members 
Mstep: Class 4 contains 215742 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 169099 members 
Mstep: Class 7 contains 11310 members 
Mstep: Class 8 contains 170602 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 16293 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34118 members 
Mstep: Class 19 contains 170253 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301832.000000 Penalty: 61069.699219
Iteration 360F: 19 clusters Score -1.043018e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 60698 members 
Mstep: Class 4 contains 215698 members 
Mstep: Class 5 contains 3685 members 
Mstep: Class 6 contains 169388 members 
Mstep: Class 7 contains 11298 members 
Mstep: Class 8 contains 170384 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 16308 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34161 members 
Mstep: Class 19 contains 170182 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301984.000000 Penalty: 61069.699219
Iteration 361Q: 19 clusters Score -1.04302e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 535 members 
Mstep: Class 3 contains 60693 members 
Mstep: Class 4 contains 215677 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 169728 members 
Mstep: Class 7 contains 11292 members 
Mstep: Class 8 contains 170117 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 16330 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34199 members 
Mstep: Class 19 contains 170083 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302120.000000 Penalty: 61069.699219
Iteration 362Q: 19 clusters Score -1.043021e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60685 members 
Mstep: Class 4 contains 215674 members 
Mstep: Class 5 contains 3681 members 
Mstep: Class 6 contains 170042 members 
Mstep: Class 7 contains 11286 members 
Mstep: Class 8 contains 169865 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 16341 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34228 members 
Mstep: Class 19 contains 169998 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302208.000000 Penalty: 61069.699219
Iteration 363Q: 19 clusters Score -1.043022e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60665 members 
Mstep: Class 4 contains 215677 members 
Mstep: Class 5 contains 3685 members 
Mstep: Class 6 contains 170370 members 
Mstep: Class 7 contains 11278 members 
Mstep: Class 8 contains 169603 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 16375 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34244 members 
Mstep: Class 19 contains 169907 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302008.000000 Penalty: 61069.699219
Iteration 364Q: 19 clusters Score -1.04302e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60644 members 
Mstep: Class 4 contains 215610 members 
Mstep: Class 5 contains 3678 members 
Mstep: Class 6 contains 170698 members 
Mstep: Class 7 contains 11277 members 
Mstep: Class 8 contains 169362 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 16401 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34283 members 
Mstep: Class 19 contains 169849 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302280.000000 Penalty: 61069.699219
Iteration 365Q: 19 clusters Score -1.043023e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60624 members 
Mstep: Class 4 contains 215550 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 171021 members 
Mstep: Class 7 contains 11273 members 
Mstep: Class 8 contains 169146 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 16414 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34327 members 
Mstep: Class 19 contains 169770 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302344.000000 Penalty: 61069.699219
Iteration 366Q: 19 clusters Score -1.043023e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60596 members 
Mstep: Class 4 contains 215474 members 
Mstep: Class 5 contains 3676 members 
Mstep: Class 6 contains 171367 members 
Mstep: Class 7 contains 11264 members 
Mstep: Class 8 contains 168936 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 16439 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34367 members 
Mstep: Class 19 contains 169683 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302320.000000 Penalty: 61069.699219
Iteration 367Q: 19 clusters Score -1.043023e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60573 members 
Mstep: Class 4 contains 215465 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 171684 members 
Mstep: Class 7 contains 11255 members 
Mstep: Class 8 contains 168714 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 16469 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34400 members 
Mstep: Class 19 contains 169571 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302384.000000 Penalty: 61069.699219
Iteration 368Q: 19 clusters Score -1.043024e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60551 members 
Mstep: Class 4 contains 215418 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 172026 members 
Mstep: Class 7 contains 11246 members 
Mstep: Class 8 contains 168482 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 16511 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34437 members 
Mstep: Class 19 contains 169459 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302280.000000 Penalty: 61069.699219
Iteration 369Q: 19 clusters Score -1.043023e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60535 members 
Mstep: Class 4 contains 215402 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 172346 members 
Mstep: Class 7 contains 11234 members 
Mstep: Class 8 contains 168212 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 16553 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34477 members 
Mstep: Class 19 contains 169375 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302432.000000 Penalty: 61069.699219
Iteration 370Q: 19 clusters Score -1.043024e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60524 members 
Mstep: Class 4 contains 215381 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 172627 members 
Mstep: Class 7 contains 11230 members 
Mstep: Class 8 contains 167974 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 16586 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34507 members 
Mstep: Class 19 contains 169313 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302336.000000 Penalty: 61069.699219
Iteration 371Q: 19 clusters Score -1.043023e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60521 members 
Mstep: Class 4 contains 215324 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 172916 members 
Mstep: Class 7 contains 11228 members 
Mstep: Class 8 contains 167731 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 16619 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34547 members 
Mstep: Class 19 contains 169268 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302344.000000 Penalty: 61069.699219
Iteration 372Q: 19 clusters Score -1.043023e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60530 members 
Mstep: Class 4 contains 215287 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 173202 members 
Mstep: Class 7 contains 11221 members 
Mstep: Class 8 contains 167487 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 16640 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34579 members 
Mstep: Class 19 contains 169208 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302416.000000 Penalty: 61069.699219
Iteration 373Q: 19 clusters Score -1.043024e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60531 members 
Mstep: Class 4 contains 215241 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 173554 members 
Mstep: Class 7 contains 11213 members 
Mstep: Class 8 contains 167213 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 16668 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34619 members 
Mstep: Class 19 contains 169123 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302464.000000 Penalty: 61069.699219
Iteration 374Q: 19 clusters Score -1.043025e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60536 members 
Mstep: Class 4 contains 215169 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 173899 members 
Mstep: Class 7 contains 11215 members 
Mstep: Class 8 contains 166923 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 16703 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34662 members 
Mstep: Class 19 contains 169070 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302424.000000 Penalty: 61069.699219
Iteration 375Q: 19 clusters Score -1.043024e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60539 members 
Mstep: Class 4 contains 215105 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 174222 members 
Mstep: Class 7 contains 11212 members 
Mstep: Class 8 contains 166643 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34710 members 
Mstep: Class 19 contains 169031 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302616.000000 Penalty: 61069.699219
Iteration 376Q: 19 clusters Score -1.043026e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60521 members 
Mstep: Class 4 contains 215068 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 174542 members 
Mstep: Class 7 contains 11211 members 
Mstep: Class 8 contains 166374 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 16756 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34753 members 
Mstep: Class 19 contains 168979 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302568.000000 Penalty: 61069.699219
Iteration 377Q: 19 clusters Score -1.043026e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60518 members 
Mstep: Class 4 contains 215048 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 174839 members 
Mstep: Class 7 contains 11205 members 
Mstep: Class 8 contains 166099 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 16773 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34794 members 
Mstep: Class 19 contains 168930 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302376.000000 Penalty: 61069.699219
Iteration 378Q: 19 clusters Score -1.043024e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60512 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 175126 members 
Mstep: Class 7 contains 11204 members 
Mstep: Class 8 contains 165844 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 16796 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34828 members 
Mstep: Class 19 contains 168885 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302272.000000 Penalty: 61069.699219
Iteration 379Q: 19 clusters Score -1.043023e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60482 members 
Mstep: Class 4 contains 215001 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 175431 members 
Mstep: Class 7 contains 11198 members 
Mstep: Class 8 contains 165604 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 16821 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34858 members 
Mstep: Class 19 contains 168830 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302112.000000 Penalty: 61069.699219
Iteration 380F: 19 clusters Score -1.043021e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60475 members 
Mstep: Class 4 contains 214953 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 175769 members 
Mstep: Class 7 contains 11195 members 
Mstep: Class 8 contains 165335 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 16852 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34900 members 
Mstep: Class 19 contains 168767 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302312.000000 Penalty: 61069.699219
Iteration 381Q: 19 clusters Score -1.043023e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60465 members 
Mstep: Class 4 contains 214915 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 176081 members 
Mstep: Class 7 contains 11188 members 
Mstep: Class 8 contains 165095 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 16886 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34939 members 
Mstep: Class 19 contains 168694 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302560.000000 Penalty: 61069.699219
Iteration 382Q: 19 clusters Score -1.043026e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60454 members 
Mstep: Class 4 contains 214827 members 
Mstep: Class 5 contains 3671 members 
Mstep: Class 6 contains 176464 members 
Mstep: Class 7 contains 11187 members 
Mstep: Class 8 contains 164830 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 16917 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 34977 members 
Mstep: Class 19 contains 168621 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302544.000000 Penalty: 61069.699219
Iteration 383Q: 19 clusters Score -1.043025e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60442 members 
Mstep: Class 4 contains 214755 members 
Mstep: Class 5 contains 3668 members 
Mstep: Class 6 contains 176814 members 
Mstep: Class 7 contains 11180 members 
Mstep: Class 8 contains 164540 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 16955 members 
Mstep: Class 13 contains 2694 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35020 members 
Mstep: Class 19 contains 168572 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302552.000000 Penalty: 61069.699219
Iteration 384Q: 19 clusters Score -1.043026e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60415 members 
Mstep: Class 4 contains 214654 members 
Mstep: Class 5 contains 3669 members 
Mstep: Class 6 contains 177227 members 
Mstep: Class 7 contains 11170 members 
Mstep: Class 8 contains 164272 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 16981 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35052 members 
Mstep: Class 19 contains 168513 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302512.000000 Penalty: 61069.699219
Iteration 385Q: 19 clusters Score -1.043025e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 60405 members 
Mstep: Class 4 contains 214563 members 
Mstep: Class 5 contains 3668 members 
Mstep: Class 6 contains 177649 members 
Mstep: Class 7 contains 11168 members 
Mstep: Class 8 contains 163966 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17010 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35081 members 
Mstep: Class 19 contains 168438 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302488.000000 Penalty: 61069.699219
Iteration 386Q: 19 clusters Score -1.043025e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 60383 members 
Mstep: Class 4 contains 214489 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 178116 members 
Mstep: Class 7 contains 11167 members 
Mstep: Class 8 contains 163650 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17039 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35101 members 
Mstep: Class 19 contains 168337 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302784.000000 Penalty: 61069.699219
Iteration 387Q: 19 clusters Score -1.043028e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 60364 members 
Mstep: Class 4 contains 214398 members 
Mstep: Class 5 contains 3666 members 
Mstep: Class 6 contains 178604 members 
Mstep: Class 7 contains 11160 members 
Mstep: Class 8 contains 163316 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17066 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35127 members 
Mstep: Class 19 contains 168250 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302536.000000 Penalty: 61069.699219
Iteration 388Q: 19 clusters Score -1.043025e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 60341 members 
Mstep: Class 4 contains 214306 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 179079 members 
Mstep: Class 7 contains 11158 members 
Mstep: Class 8 contains 162991 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17111 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35145 members 
Mstep: Class 19 contains 168150 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302816.000000 Penalty: 61069.699219
Iteration 389Q: 19 clusters Score -1.043028e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 60311 members 
Mstep: Class 4 contains 214232 members 
Mstep: Class 5 contains 3668 members 
Mstep: Class 6 contains 179554 members 
Mstep: Class 7 contains 11153 members 
Mstep: Class 8 contains 162672 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17142 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35163 members 
Mstep: Class 19 contains 168051 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303072.000000 Penalty: 61069.699219
Iteration 390Q: 19 clusters Score -1.043031e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 60287 members 
Mstep: Class 4 contains 214191 members 
Mstep: Class 5 contains 3670 members 
Mstep: Class 6 contains 179992 members 
Mstep: Class 7 contains 11145 members 
Mstep: Class 8 contains 162355 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17169 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35190 members 
Mstep: Class 19 contains 167946 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303176.000000 Penalty: 61069.699219
Iteration 391Q: 19 clusters Score -1.043032e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 60259 members 
Mstep: Class 4 contains 214142 members 
Mstep: Class 5 contains 3669 members 
Mstep: Class 6 contains 180465 members 
Mstep: Class 7 contains 11137 members 
Mstep: Class 8 contains 162033 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17175 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35220 members 
Mstep: Class 19 contains 167844 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303384.000000 Penalty: 61069.699219
Iteration 392Q: 19 clusters Score -1.043034e+08 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 60247 members 
Mstep: Class 4 contains 214063 members 
Mstep: Class 5 contains 3668 members 
Mstep: Class 6 contains 180929 members 
Mstep: Class 7 contains 11131 members 
Mstep: Class 8 contains 161714 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17189 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35240 members 
Mstep: Class 19 contains 167756 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303744.000000 Penalty: 61069.699219
Iteration 393Q: 19 clusters Score -1.043037e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 60235 members 
Mstep: Class 4 contains 213973 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 181361 members 
Mstep: Class 7 contains 11122 members 
Mstep: Class 8 contains 161422 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17200 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35264 members 
Mstep: Class 19 contains 167687 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303880.000000 Penalty: 61069.699219
Iteration 394Q: 19 clusters Score -1.043039e+08 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 60230 members 
Mstep: Class 4 contains 213883 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 181797 members 
Mstep: Class 7 contains 11114 members 
Mstep: Class 8 contains 161146 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17203 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35284 members 
Mstep: Class 19 contains 167606 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304064.000000 Penalty: 61069.699219
Iteration 395Q: 19 clusters Score -1.043041e+08 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 60238 members 
Mstep: Class 4 contains 213827 members 
Mstep: Class 5 contains 3675 members 
Mstep: Class 6 contains 182273 members 
Mstep: Class 7 contains 11110 members 
Mstep: Class 8 contains 160758 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17202 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35300 members 
Mstep: Class 19 contains 167558 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304360.000000 Penalty: 61069.699219
Iteration 396Q: 19 clusters Score -1.043044e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 60237 members 
Mstep: Class 4 contains 213763 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 182776 members 
Mstep: Class 7 contains 11107 members 
Mstep: Class 8 contains 160361 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17202 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35321 members 
Mstep: Class 19 contains 167507 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304600.000000 Penalty: 61069.699219
Iteration 397Q: 19 clusters Score -1.043046e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 60223 members 
Mstep: Class 4 contains 213713 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 183257 members 
Mstep: Class 7 contains 11099 members 
Mstep: Class 8 contains 160005 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17193 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35352 members 
Mstep: Class 19 contains 167443 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304768.000000 Penalty: 61069.699219
Iteration 398Q: 19 clusters Score -1.043048e+08 nChanged 1737
Entering ConstructFrom: 
Score: -104304768.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (5581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Entering Unmasked Estep 
Score: -671916.312500 Penalty: 2139.526367
	Iteration 0F: 2 clusters Score -671916.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -667051.687500 Penalty: 4279.052734
	Iteration 0F: 3 clusters Score -667051.7 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -668249.625000 Penalty: 4279.052734
	Iteration 1F: 3 clusters Score -668249.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -668435.687500 Penalty: 4279.052734
	Iteration 2F: 3 clusters Score -668435.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -668539.062500 Penalty: 4279.052734
	Iteration 3Q: 3 clusters Score -668539.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -668609.375000 Penalty: 4279.052734
	Iteration 4Q: 3 clusters Score -668609.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -668669.500000 Penalty: 4279.052734
	Iteration 5Q: 3 clusters Score -668669.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -668728.812500 Penalty: 4279.052734
	Iteration 6Q: 3 clusters Score -668728.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -668780.625000 Penalty: 4279.052734
	Iteration 7Q: 3 clusters Score -668780.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -668824.000000 Penalty: 4279.052734
	Iteration 8Q: 3 clusters Score -668824 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -668854.437500 Penalty: 4279.052734
	Iteration 9Q: 3 clusters Score -668854.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -668885.125000 Penalty: 4279.052734
	Iteration 10Q: 3 clusters Score -668885.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -668927.625000 Penalty: 4279.052734
	Iteration 11Q: 3 clusters Score -668927.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -668981.000000 Penalty: 4279.052734
	Iteration 12Q: 3 clusters Score -668981 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -669040.562500 Penalty: 4279.052734
	Iteration 13Q: 3 clusters Score -669040.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -669097.312500 Penalty: 4279.052734
	Iteration 14Q: 3 clusters Score -669097.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -669162.812500 Penalty: 4279.052734
	Iteration 15Q: 3 clusters Score -669162.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -669231.687500 Penalty: 4279.052734
	Iteration 16Q: 3 clusters Score -669231.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -669303.625000 Penalty: 4279.052734
	Iteration 17Q: 3 clusters Score -669303.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -669373.812500 Penalty: 4279.052734
	Iteration 18Q: 3 clusters Score -669373.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -669436.375000 Penalty: 4279.052734
	Iteration 19Q: 3 clusters Score -669436.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -669487.500000 Penalty: 4279.052734
	Iteration 20F: 3 clusters Score -669487.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -669537.312500 Penalty: 4279.052734
	Iteration 21Q: 3 clusters Score -669537.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -669586.875000 Penalty: 4279.052734
	Iteration 22Q: 3 clusters Score -669586.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -669629.937500 Penalty: 4279.052734
	Iteration 23Q: 3 clusters Score -669629.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -669677.500000 Penalty: 4279.052734
	Iteration 24Q: 3 clusters Score -669677.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -669720.562500 Penalty: 4279.052734
	Iteration 25Q: 3 clusters Score -669720.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -669756.812500 Penalty: 4279.052734
	Iteration 26Q: 3 clusters Score -669756.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -669779.562500 Penalty: 4279.052734
	Iteration 27Q: 3 clusters Score -669779.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -669799.000000 Penalty: 4279.052734
	Iteration 28Q: 3 clusters Score -669799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -669822.687500 Penalty: 4279.052734
	Iteration 29Q: 3 clusters Score -669822.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -669842.187500 Penalty: 4279.052734
	Iteration 30Q: 3 clusters Score -669842.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -669864.250000 Penalty: 4279.052734
	Iteration 31Q: 3 clusters Score -669864.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -669879.312500 Penalty: 4279.052734
	Iteration 32Q: 3 clusters Score -669879.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -669894.250000 Penalty: 4279.052734
	Iteration 33Q: 3 clusters Score -669894.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -669907.937500 Penalty: 4279.052734
	Iteration 34Q: 3 clusters Score -669907.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -669918.625000 Penalty: 4279.052734
	Iteration 35Q: 3 clusters Score -669918.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -669929.187500 Penalty: 4279.052734
	Iteration 36Q: 3 clusters Score -669929.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -669938.250000 Penalty: 4279.052734
	Iteration 37Q: 3 clusters Score -669938.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -669951.687500 Penalty: 4279.052734
	Iteration 38Q: 3 clusters Score -669951.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -669960.500000 Penalty: 4279.052734
	Iteration 39Q: 3 clusters Score -669960.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -669970.125000 Penalty: 4279.052734
	Iteration 40F: 3 clusters Score -669970.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -669977.312500 Penalty: 4279.052734
	Iteration 41Q: 3 clusters Score -669977.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -669980.562500 Penalty: 4279.052734
	Iteration 42Q: 3 clusters Score -669980.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -669984.000000 Penalty: 4279.052734
	Iteration 43Q: 3 clusters Score -669984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -669985.562500 Penalty: 4279.052734
	Iteration 44Q: 3 clusters Score -669985.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -669985.562500 Penalty: 4279.052734
	Iteration 45F: 3 clusters Score -669985.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -52374.488281 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -52374.49 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 265 members 
Entering Unmasked Estep 
Score: -50891.558594 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -50891.56 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51110.500000 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -51110.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51216.281250 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -51216.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51284.296875 Penalty: 3114.146729
	Iteration 3Q: 3 clusters Score -51284.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51337.734375 Penalty: 3114.146729
	Iteration 4F: 3 clusters Score -51337.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51360.250000 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -51360.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -51379.062500 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -51379.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -51395.863281 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -51395.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -51417.707031 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -51417.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -51434.503906 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -51434.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -51445.050781 Penalty: 3114.146729
	Iteration 10Q: 3 clusters Score -51445.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -51445.355469 Penalty: 3114.146729
	Iteration 11Q: 3 clusters Score -51445.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -51445.355469 Penalty: 3114.146729
	Iteration 12F: 3 clusters Score -51445.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60231 members 
Entering Unmasked Estep 
Score: -7396143.000000 Penalty: 2729.473633
	Iteration 0F: 2 clusters Score -7396143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -7355746.000000 Penalty: 5458.947266
	Iteration 0F: 3 clusters Score -7355746 nChanged 28002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -7371005.500000 Penalty: 5458.947266
	Iteration 1F: 3 clusters Score -7371006 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -7371544.000000 Penalty: 5458.947266
	Iteration 2Q: 3 clusters Score -7371544 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -7372112.000000 Penalty: 5458.947266
	Iteration 3Q: 3 clusters Score -7372112 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -7372601.500000 Penalty: 5458.947266
	Iteration 4Q: 3 clusters Score -7372602 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -7373236.000000 Penalty: 5458.947266
	Iteration 5Q: 3 clusters Score -7373236 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -7374229.000000 Penalty: 5458.947266
	Iteration 6Q: 3 clusters Score -7374229 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -7375787.500000 Penalty: 5458.947266
	Iteration 7F: 3 clusters Score -7375788 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -7378375.000000 Penalty: 5458.947266
	Iteration 8F: 3 clusters Score -7378375 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -7382424.000000 Penalty: 5458.947266
	Iteration 9F: 3 clusters Score -7382424 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -7386843.500000 Penalty: 5458.947266
	Iteration 10F: 3 clusters Score -7386844 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -7390301.000000 Penalty: 5458.947266
	Iteration 11F: 3 clusters Score -7390301 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -7392263.500000 Penalty: 5458.947266
	Iteration 12Q: 3 clusters Score -7392264 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7393144.000000 Penalty: 5458.947266
	Iteration 13Q: 3 clusters Score -7393144 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -7393527.500000 Penalty: 5458.947266
	Iteration 14Q: 3 clusters Score -7393528 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7393720.000000 Penalty: 5458.947266
	Iteration 15Q: 3 clusters Score -7393720 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -7393805.000000 Penalty: 5458.947266
	Iteration 16Q: 3 clusters Score -7393805 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7393841.500000 Penalty: 5458.947266
	Iteration 17Q: 3 clusters Score -7393842 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7393859.500000 Penalty: 5458.947266
	Iteration 18Q: 3 clusters Score -7393860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58770 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7393881.500000 Penalty: 5458.947266
	Iteration 19Q: 3 clusters Score -7393882 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7393894.500000 Penalty: 5458.947266
	Iteration 20F: 3 clusters Score -7393894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58837 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -7393898.500000 Penalty: 5458.947266
	Iteration 21Q: 3 clusters Score -7393898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7393899.000000 Penalty: 5458.947266
	Iteration 22Q: 3 clusters Score -7393899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7393910.000000 Penalty: 5458.947266
	Iteration 23Q: 3 clusters Score -7393910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7393919.500000 Penalty: 5458.947266
	Iteration 24Q: 3 clusters Score -7393920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7393914.000000 Penalty: 5458.947266
	Iteration 25Q: 3 clusters Score -7393914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7393928.000000 Penalty: 5458.947266
	Iteration 26Q: 3 clusters Score -7393928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58949 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -7393937.500000 Penalty: 5458.947266
	Iteration 27Q: 3 clusters Score -7393938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7393939.000000 Penalty: 5458.947266
	Iteration 28Q: 3 clusters Score -7393939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7393944.000000 Penalty: 5458.947266
	Iteration 29Q: 3 clusters Score -7393944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7393948.000000 Penalty: 5458.947266
	Iteration 30Q: 3 clusters Score -7393948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7393943.000000 Penalty: 5458.947266
	Iteration 31Q: 3 clusters Score -7393943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7393949.500000 Penalty: 5458.947266
	Iteration 32Q: 3 clusters Score -7393950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7393960.000000 Penalty: 5458.947266
	Iteration 33Q: 3 clusters Score -7393960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7393955.000000 Penalty: 5458.947266
	Iteration 34Q: 3 clusters Score -7393955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -7393952.000000 Penalty: 5458.947266
	Iteration 35Q: 3 clusters Score -7393952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7393954.500000 Penalty: 5458.947266
	Iteration 36Q: 3 clusters Score -7393954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59007 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7393953.500000 Penalty: 5458.947266
	Iteration 37Q: 3 clusters Score -7393954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7393953.500000 Penalty: 5458.947266
	Iteration 38Q: 3 clusters Score -7393954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7393951.500000 Penalty: 5458.947266
	Iteration 39Q: 3 clusters Score -7393952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59010 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7393950.000000 Penalty: 5458.947266
	Iteration 40F: 3 clusters Score -7393950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7393954.000000 Penalty: 5458.947266
	Iteration 41Q: 3 clusters Score -7393954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7393955.500000 Penalty: 5458.947266
	Iteration 42Q: 3 clusters Score -7393956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7393955.500000 Penalty: 5458.947266
	Iteration 43F: 3 clusters Score -7393956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (213659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213659 members 
Entering Unmasked Estep 
Score: -25882200.000000 Penalty: 3043.489990
	Iteration 0F: 2 clusters Score -2.58822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106789 members 
Mstep: Class 2 contains 106870 members 
Entering Unmasked Estep 
Score: -25741096.000000 Penalty: 6086.979980
	Iteration 0F: 3 clusters Score -2.57411e+07 nChanged 102960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106613 members 
Mstep: Class 2 contains 107046 members 
Entering Unmasked Estep 
Score: -25801242.000000 Penalty: 6086.979980
	Iteration 1F: 3 clusters Score -2.580124e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106397 members 
Mstep: Class 2 contains 107262 members 
Entering Unmasked Estep 
Score: -25802174.000000 Penalty: 6086.979980
	Iteration 2Q: 3 clusters Score -2.580217e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106086 members 
Mstep: Class 2 contains 107573 members 
Entering Unmasked Estep 
Score: -25803290.000000 Penalty: 6086.979980
	Iteration 3Q: 3 clusters Score -2.580329e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105640 members 
Mstep: Class 2 contains 108019 members 
Entering Unmasked Estep 
Score: -25804242.000000 Penalty: 6086.979980
	Iteration 4Q: 3 clusters Score -2.580424e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104860 members 
Mstep: Class 2 contains 108799 members 
Entering Unmasked Estep 
Score: -25805548.000000 Penalty: 6086.979980
	Iteration 5Q: 3 clusters Score -2.580555e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103587 members 
Mstep: Class 2 contains 110072 members 
Entering Unmasked Estep 
Score: -25807150.000000 Penalty: 6086.979980
	Iteration 6Q: 3 clusters Score -2.580715e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101611 members 
Mstep: Class 2 contains 112048 members 
Entering Unmasked Estep 
Score: -25809348.000000 Penalty: 6086.979980
	Iteration 7Q: 3 clusters Score -2.580935e+07 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98649 members 
Mstep: Class 2 contains 115010 members 
Entering Unmasked Estep 
Score: -25812696.000000 Penalty: 6086.979980
	Iteration 8Q: 3 clusters Score -2.58127e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94323 members 
Mstep: Class 2 contains 119336 members 
Entering Unmasked Estep 
Score: -25817504.000000 Penalty: 6086.979980
	Iteration 9Q: 3 clusters Score -2.58175e+07 nChanged 11328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88753 members 
Mstep: Class 2 contains 124906 members 
Entering Unmasked Estep 
Score: -25824960.000000 Penalty: 6086.979980
	Iteration 10F: 3 clusters Score -2.582496e+07 nChanged 12347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82812 members 
Mstep: Class 2 contains 130847 members 
Entering Unmasked Estep 
Score: -25833580.000000 Penalty: 6086.979980
	Iteration 11F: 3 clusters Score -2.583358e+07 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77646 members 
Mstep: Class 2 contains 136013 members 
Entering Unmasked Estep 
Score: -25841352.000000 Penalty: 6086.979980
	Iteration 12F: 3 clusters Score -2.584135e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73517 members 
Mstep: Class 2 contains 140142 members 
Entering Unmasked Estep 
Score: -25845828.000000 Penalty: 6086.979980
	Iteration 13Q: 3 clusters Score -2.584583e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70065 members 
Mstep: Class 2 contains 143594 members 
Entering Unmasked Estep 
Score: -25848274.000000 Penalty: 6086.979980
	Iteration 14Q: 3 clusters Score -2.584827e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66847 members 
Mstep: Class 2 contains 146812 members 
Entering Unmasked Estep 
Score: -25849764.000000 Penalty: 6086.979980
	Iteration 15Q: 3 clusters Score -2.584976e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 150108 members 
Entering Unmasked Estep 
Score: -25850992.000000 Penalty: 6086.979980
	Iteration 16Q: 3 clusters Score -2.585099e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 153617 members 
Entering Unmasked Estep 
Score: -25852060.000000 Penalty: 6086.979980
	Iteration 17Q: 3 clusters Score -2.585206e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 157306 members 
Entering Unmasked Estep 
Score: -25853360.000000 Penalty: 6086.979980
	Iteration 18Q: 3 clusters Score -2.585336e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 161116 members 
Entering Unmasked Estep 
Score: -25854564.000000 Penalty: 6086.979980
	Iteration 19Q: 3 clusters Score -2.585456e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 165218 members 
Entering Unmasked Estep 
Score: -25856178.000000 Penalty: 6086.979980
	Iteration 20F: 3 clusters Score -2.585618e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 169533 members 
Entering Unmasked Estep 
Score: -25857790.000000 Penalty: 6086.979980
	Iteration 21Q: 3 clusters Score -2.585779e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 173977 members 
Entering Unmasked Estep 
Score: -25859484.000000 Penalty: 6086.979980
	Iteration 22Q: 3 clusters Score -2.585948e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 178557 members 
Entering Unmasked Estep 
Score: -25861542.000000 Penalty: 6086.979980
	Iteration 23Q: 3 clusters Score -2.586154e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 183117 members 
Entering Unmasked Estep 
Score: -25863536.000000 Penalty: 6086.979980
	Iteration 24Q: 3 clusters Score -2.586354e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 187682 members 
Entering Unmasked Estep 
Score: -25865816.000000 Penalty: 6086.979980
	Iteration 25Q: 3 clusters Score -2.586582e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 192249 members 
Entering Unmasked Estep 
Score: -25868340.000000 Penalty: 6086.979980
	Iteration 26Q: 3 clusters Score -2.586834e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 196533 members 
Entering Unmasked Estep 
Score: -25870606.000000 Penalty: 6086.979980
	Iteration 27Q: 3 clusters Score -2.587061e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 200317 members 
Entering Unmasked Estep 
Score: -25872798.000000 Penalty: 6086.979980
	Iteration 28Q: 3 clusters Score -2.58728e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 203617 members 
Entering Unmasked Estep 
Score: -25874786.000000 Penalty: 6086.979980
	Iteration 29Q: 3 clusters Score -2.587479e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 206310 members 
Entering Unmasked Estep 
Score: -25876206.000000 Penalty: 6086.979980
	Iteration 30Q: 3 clusters Score -2.587621e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 208327 members 
Entering Unmasked Estep 
Score: -25877328.000000 Penalty: 6086.979980
	Iteration 31Q: 3 clusters Score -2.587733e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 209759 members 
Entering Unmasked Estep 
Score: -25878060.000000 Penalty: 6086.979980
	Iteration 32Q: 3 clusters Score -2.587806e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 210722 members 
Entering Unmasked Estep 
Score: -25878558.000000 Penalty: 6086.979980
	Iteration 33Q: 3 clusters Score -2.587856e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 211363 members 
Entering Unmasked Estep 
Score: -25879034.000000 Penalty: 6086.979980
	Iteration 34Q: 3 clusters Score -2.587903e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 211757 members 
Entering Unmasked Estep 
Score: -25879256.000000 Penalty: 6086.979980
	Iteration 35Q: 3 clusters Score -2.587926e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 212028 members 
Entering Unmasked Estep 
Score: -25879392.000000 Penalty: 6086.979980
	Iteration 36Q: 3 clusters Score -2.587939e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 212203 members 
Entering Unmasked Estep 
Score: -25879460.000000 Penalty: 6086.979980
	Iteration 37Q: 3 clusters Score -2.587946e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 212316 members 
Entering Unmasked Estep 
Score: -25879520.000000 Penalty: 6086.979980
	Iteration 38Q: 3 clusters Score -2.587952e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 212406 members 
Entering Unmasked Estep 
Score: -25879588.000000 Penalty: 6086.979980
	Iteration 39Q: 3 clusters Score -2.587959e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 212453 members 
Entering Unmasked Estep 
Score: -25879642.000000 Penalty: 6086.979980
	Iteration 40F: 3 clusters Score -2.587964e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 212483 members 
Entering Unmasked Estep 
Score: -25879664.000000 Penalty: 6086.979980
	Iteration 41Q: 3 clusters Score -2.587966e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 212513 members 
Entering Unmasked Estep 
Score: -25879688.000000 Penalty: 6086.979980
	Iteration 42Q: 3 clusters Score -2.587969e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 212526 members 
Entering Unmasked Estep 
Score: -25879716.000000 Penalty: 6086.979980
	Iteration 43Q: 3 clusters Score -2.587972e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 212544 members 
Entering Unmasked Estep 
Score: -25879720.000000 Penalty: 6086.979980
	Iteration 44Q: 3 clusters Score -2.587972e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 212562 members 
Entering Unmasked Estep 
Score: -25879706.000000 Penalty: 6086.979980
	Iteration 45Q: 3 clusters Score -2.587971e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 212572 members 
Entering Unmasked Estep 
Score: -25879746.000000 Penalty: 6086.979980
	Iteration 46Q: 3 clusters Score -2.587975e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 212585 members 
Entering Unmasked Estep 
Score: -25879738.000000 Penalty: 6086.979980
	Iteration 47Q: 3 clusters Score -2.587974e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 212591 members 
Entering Unmasked Estep 
Score: -25879758.000000 Penalty: 6086.979980
	Iteration 48Q: 3 clusters Score -2.587976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 212596 members 
Entering Unmasked Estep 
Score: -25879758.000000 Penalty: 6086.979980
	Iteration 49Q: 3 clusters Score -2.587976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 212603 members 
Entering Unmasked Estep 
Score: -25879762.000000 Penalty: 6086.979980
	Iteration 50Q: 3 clusters Score -2.587976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 212612 members 
Entering Unmasked Estep 
Score: -25879766.000000 Penalty: 6086.979980
	Iteration 51Q: 3 clusters Score -2.587977e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 212623 members 
Entering Unmasked Estep 
Score: -25879760.000000 Penalty: 6086.979980
	Iteration 52Q: 3 clusters Score -2.587976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 212631 members 
Entering Unmasked Estep 
Score: -25879768.000000 Penalty: 6086.979980
	Iteration 53Q: 3 clusters Score -2.587977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 212637 members 
Entering Unmasked Estep 
Score: -25879768.000000 Penalty: 6086.979980
	Iteration 54Q: 3 clusters Score -2.587977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 212638 members 
Entering Unmasked Estep 
Score: -25879768.000000 Penalty: 6086.979980
	Iteration 55Q: 3 clusters Score -2.587977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 212640 members 
Entering Unmasked Estep 
Score: -25879772.000000 Penalty: 6086.979980
	Iteration 56Q: 3 clusters Score -2.587977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 212645 members 
Entering Unmasked Estep 
Score: -25879792.000000 Penalty: 6086.979980
	Iteration 57Q: 3 clusters Score -2.587979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 212648 members 
Entering Unmasked Estep 
Score: -25879792.000000 Penalty: 6086.979980
	Iteration 58Q: 3 clusters Score -2.587979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 212650 members 
Entering Unmasked Estep 
Score: -25879800.000000 Penalty: 6086.979980
	Iteration 59Q: 3 clusters Score -2.58798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 212651 members 
Entering Unmasked Estep 
Score: -25879800.000000 Penalty: 6086.979980
	Iteration 60F: 3 clusters Score -2.58798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 212654 members 
Entering Unmasked Estep 
Score: -25879784.000000 Penalty: 6086.979980
	Iteration 61Q: 3 clusters Score -2.587978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 212656 members 
Entering Unmasked Estep 
Score: -25879804.000000 Penalty: 6086.979980
	Iteration 62Q: 3 clusters Score -2.58798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 212658 members 
Entering Unmasked Estep 
Score: -25879808.000000 Penalty: 6086.979980
	Iteration 63Q: 3 clusters Score -2.587981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 212658 members 
Entering Unmasked Estep 
Score: -25879802.000000 Penalty: 6086.979980
	Iteration 64Q: 3 clusters Score -2.58798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 212659 members 
Entering Unmasked Estep 
Score: -25879814.000000 Penalty: 6086.979980
	Iteration 65Q: 3 clusters Score -2.587981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 212659 members 
Entering Unmasked Estep 
Score: -25879814.000000 Penalty: 6086.979980
	Iteration 66F: 3 clusters Score -2.587981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Entering Unmasked Estep 
Score: -436674.781250 Penalty: 2035.705811
	Iteration 0F: 2 clusters Score -436674.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -432990.468750 Penalty: 4071.411621
	Iteration 0F: 3 clusters Score -432990.5 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -433799.687500 Penalty: 4071.411621
	Iteration 1F: 3 clusters Score -433799.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -433960.906250 Penalty: 4071.411621
	Iteration 2F: 3 clusters Score -433960.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -434038.843750 Penalty: 4071.411621
	Iteration 3Q: 3 clusters Score -434038.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -434095.843750 Penalty: 4071.411621
	Iteration 4Q: 3 clusters Score -434095.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -434133.781250 Penalty: 4071.411621
	Iteration 5Q: 3 clusters Score -434133.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -434165.125000 Penalty: 4071.411621
	Iteration 6Q: 3 clusters Score -434165.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -434183.406250 Penalty: 4071.411621
	Iteration 7Q: 3 clusters Score -434183.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -434197.062500 Penalty: 4071.411621
	Iteration 8Q: 3 clusters Score -434197.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -434205.593750 Penalty: 4071.411621
	Iteration 9Q: 3 clusters Score -434205.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -434216.000000 Penalty: 4071.411621
	Iteration 10Q: 3 clusters Score -434216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -434225.750000 Penalty: 4071.411621
	Iteration 11Q: 3 clusters Score -434225.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -434235.062500 Penalty: 4071.411621
	Iteration 12Q: 3 clusters Score -434235.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -434244.562500 Penalty: 4071.411621
	Iteration 13Q: 3 clusters Score -434244.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -434258.031250 Penalty: 4071.411621
	Iteration 14Q: 3 clusters Score -434258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -434265.406250 Penalty: 4071.411621
	Iteration 15Q: 3 clusters Score -434265.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -434273.375000 Penalty: 4071.411621
	Iteration 16Q: 3 clusters Score -434273.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -434277.593750 Penalty: 4071.411621
	Iteration 17Q: 3 clusters Score -434277.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -434283.218750 Penalty: 4071.411621
	Iteration 18Q: 3 clusters Score -434283.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -434289.500000 Penalty: 4071.411621
	Iteration 19Q: 3 clusters Score -434289.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -434295.093750 Penalty: 4071.411621
	Iteration 20F: 3 clusters Score -434295.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -434302.562500 Penalty: 4071.411621
	Iteration 21Q: 3 clusters Score -434302.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -434311.468750 Penalty: 4071.411621
	Iteration 22Q: 3 clusters Score -434311.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -434315.250000 Penalty: 4071.411621
	Iteration 23Q: 3 clusters Score -434315.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -434318.000000 Penalty: 4071.411621
	Iteration 24Q: 3 clusters Score -434318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -434320.750000 Penalty: 4071.411621
	Iteration 25Q: 3 clusters Score -434320.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -434322.312500 Penalty: 4071.411621
	Iteration 26Q: 3 clusters Score -434322.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -434325.500000 Penalty: 4071.411621
	Iteration 27Q: 3 clusters Score -434325.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -434328.187500 Penalty: 4071.411621
	Iteration 28Q: 3 clusters Score -434328.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -434330.625000 Penalty: 4071.411621
	Iteration 29Q: 3 clusters Score -434330.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -434333.562500 Penalty: 4071.411621
	Iteration 30Q: 3 clusters Score -434333.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -434338.281250 Penalty: 4071.411621
	Iteration 31Q: 3 clusters Score -434338.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -434343.125000 Penalty: 4071.411621
	Iteration 32Q: 3 clusters Score -434343.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -434349.718750 Penalty: 4071.411621
	Iteration 33Q: 3 clusters Score -434349.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -434352.031250 Penalty: 4071.411621
	Iteration 34Q: 3 clusters Score -434352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -434354.593750 Penalty: 4071.411621
	Iteration 35Q: 3 clusters Score -434354.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -434357.531250 Penalty: 4071.411621
	Iteration 36Q: 3 clusters Score -434357.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -434357.906250 Penalty: 4071.411621
	Iteration 37Q: 3 clusters Score -434357.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -434358.093750 Penalty: 4071.411621
	Iteration 38Q: 3 clusters Score -434358.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -434358.093750 Penalty: 4071.411621
	Iteration 39F: 3 clusters Score -434358.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (183729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183729 members 
Entering Unmasked Estep 
Score: -22329782.000000 Penalty: 3006.061768
	Iteration 0F: 2 clusters Score -2.232978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 91592 members 
Entering Unmasked Estep 
Score: -22208536.000000 Penalty: 6012.123535
	Iteration 0F: 3 clusters Score -2.220854e+07 nChanged 87869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95574 members 
Mstep: Class 2 contains 88155 members 
Entering Unmasked Estep 
Score: -22260286.000000 Penalty: 6012.123535
	Iteration 1F: 3 clusters Score -2.226029e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97965 members 
Mstep: Class 2 contains 85764 members 
Entering Unmasked Estep 
Score: -22262596.000000 Penalty: 6012.123535
	Iteration 2Q: 3 clusters Score -2.22626e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101393 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -22265770.000000 Penalty: 6012.123535
	Iteration 3Q: 3 clusters Score -2.226577e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106277 members 
Mstep: Class 2 contains 77452 members 
Entering Unmasked Estep 
Score: -22269978.000000 Penalty: 6012.123535
	Iteration 4Q: 3 clusters Score -2.226998e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112932 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -22275706.000000 Penalty: 6012.123535
	Iteration 5F: 3 clusters Score -2.227571e+07 nChanged 12171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121683 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -22284220.000000 Penalty: 6012.123535
	Iteration 6F: 3 clusters Score -2.228422e+07 nChanged 12979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131582 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -22294630.000000 Penalty: 6012.123535
	Iteration 7F: 3 clusters Score -2.229463e+07 nChanged 11847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140329 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -22304670.000000 Penalty: 6012.123535
	Iteration 8F: 3 clusters Score -2.230467e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146828 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -22311756.000000 Penalty: 6012.123535
	Iteration 9F: 3 clusters Score -2.231176e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151336 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -22315778.000000 Penalty: 6012.123535
	Iteration 10Q: 3 clusters Score -2.231578e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -22318038.000000 Penalty: 6012.123535
	Iteration 11Q: 3 clusters Score -2.231804e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158120 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -22319624.000000 Penalty: 6012.123535
	Iteration 12Q: 3 clusters Score -2.231962e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160914 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -22320866.000000 Penalty: 6012.123535
	Iteration 13Q: 3 clusters Score -2.232087e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163419 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -22322148.000000 Penalty: 6012.123535
	Iteration 14Q: 3 clusters Score -2.232215e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165595 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -22322906.000000 Penalty: 6012.123535
	Iteration 15Q: 3 clusters Score -2.232291e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167615 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -22323576.000000 Penalty: 6012.123535
	Iteration 16Q: 3 clusters Score -2.232358e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169423 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -22324342.000000 Penalty: 6012.123535
	Iteration 17Q: 3 clusters Score -2.232434e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170999 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -22325032.000000 Penalty: 6012.123535
	Iteration 18Q: 3 clusters Score -2.232503e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172295 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -22325498.000000 Penalty: 6012.123535
	Iteration 19Q: 3 clusters Score -2.23255e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173472 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -22325762.000000 Penalty: 6012.123535
	Iteration 20F: 3 clusters Score -2.232576e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174509 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -22326116.000000 Penalty: 6012.123535
	Iteration 21Q: 3 clusters Score -2.232612e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175400 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -22326476.000000 Penalty: 6012.123535
	Iteration 22Q: 3 clusters Score -2.232648e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176166 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -22326736.000000 Penalty: 6012.123535
	Iteration 23Q: 3 clusters Score -2.232674e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176825 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -22326856.000000 Penalty: 6012.123535
	Iteration 24Q: 3 clusters Score -2.232686e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177388 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -22327066.000000 Penalty: 6012.123535
	Iteration 25Q: 3 clusters Score -2.232707e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177878 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -22327234.000000 Penalty: 6012.123535
	Iteration 26Q: 3 clusters Score -2.232723e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178270 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -22327364.000000 Penalty: 6012.123535
	Iteration 27Q: 3 clusters Score -2.232736e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178616 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -22327354.000000 Penalty: 6012.123535
	Iteration 28Q: 3 clusters Score -2.232735e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178894 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -22327452.000000 Penalty: 6012.123535
	Iteration 29Q: 3 clusters Score -2.232745e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179142 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -22327556.000000 Penalty: 6012.123535
	Iteration 30Q: 3 clusters Score -2.232756e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179360 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -22327518.000000 Penalty: 6012.123535
	Iteration 31Q: 3 clusters Score -2.232752e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179560 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -22327588.000000 Penalty: 6012.123535
	Iteration 32Q: 3 clusters Score -2.232759e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179717 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -22327614.000000 Penalty: 6012.123535
	Iteration 33Q: 3 clusters Score -2.232761e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179862 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -22327604.000000 Penalty: 6012.123535
	Iteration 34Q: 3 clusters Score -2.23276e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180000 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -22327636.000000 Penalty: 6012.123535
	Iteration 35Q: 3 clusters Score -2.232764e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180114 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -22327664.000000 Penalty: 6012.123535
	Iteration 36Q: 3 clusters Score -2.232766e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180207 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -22327706.000000 Penalty: 6012.123535
	Iteration 37Q: 3 clusters Score -2.232771e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180306 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -22327732.000000 Penalty: 6012.123535
	Iteration 38Q: 3 clusters Score -2.232773e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180397 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -22327746.000000 Penalty: 6012.123535
	Iteration 39Q: 3 clusters Score -2.232775e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180470 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -22327746.000000 Penalty: 6012.123535
	Iteration 40F: 3 clusters Score -2.232775e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180532 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -22327726.000000 Penalty: 6012.123535
	Iteration 41Q: 3 clusters Score -2.232773e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180590 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -22327734.000000 Penalty: 6012.123535
	Iteration 42Q: 3 clusters Score -2.232773e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180629 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -22327742.000000 Penalty: 6012.123535
	Iteration 43Q: 3 clusters Score -2.232774e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180667 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -22327758.000000 Penalty: 6012.123535
	Iteration 44Q: 3 clusters Score -2.232776e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180687 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -22327770.000000 Penalty: 6012.123535
	Iteration 45Q: 3 clusters Score -2.232777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180697 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -22327776.000000 Penalty: 6012.123535
	Iteration 46Q: 3 clusters Score -2.232778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180706 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -22327758.000000 Penalty: 6012.123535
	Iteration 47Q: 3 clusters Score -2.232776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180720 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -22327766.000000 Penalty: 6012.123535
	Iteration 48Q: 3 clusters Score -2.232777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180730 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -22327744.000000 Penalty: 6012.123535
	Iteration 49Q: 3 clusters Score -2.232774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180740 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -22327752.000000 Penalty: 6012.123535
	Iteration 50Q: 3 clusters Score -2.232775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180746 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -22327772.000000 Penalty: 6012.123535
	Iteration 51Q: 3 clusters Score -2.232777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180749 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -22327774.000000 Penalty: 6012.123535
	Iteration 52Q: 3 clusters Score -2.232777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180751 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -22327772.000000 Penalty: 6012.123535
	Iteration 53Q: 3 clusters Score -2.232777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180755 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -22327762.000000 Penalty: 6012.123535
	Iteration 54Q: 3 clusters Score -2.232776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180766 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -22327730.000000 Penalty: 6012.123535
	Iteration 55Q: 3 clusters Score -2.232773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180772 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -22327732.000000 Penalty: 6012.123535
	Iteration 56Q: 3 clusters Score -2.232773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180779 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -22327740.000000 Penalty: 6012.123535
	Iteration 57Q: 3 clusters Score -2.232774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180787 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -22327746.000000 Penalty: 6012.123535
	Iteration 58Q: 3 clusters Score -2.232775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180793 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -22327756.000000 Penalty: 6012.123535
	Iteration 59Q: 3 clusters Score -2.232776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180794 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -22327748.000000 Penalty: 6012.123535
	Iteration 60F: 3 clusters Score -2.232775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180797 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -22327764.000000 Penalty: 6012.123535
	Iteration 61Q: 3 clusters Score -2.232776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180803 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -22327758.000000 Penalty: 6012.123535
	Iteration 62Q: 3 clusters Score -2.232776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180806 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -22327758.000000 Penalty: 6012.123535
	Iteration 63Q: 3 clusters Score -2.232776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180812 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -22327766.000000 Penalty: 6012.123535
	Iteration 64Q: 3 clusters Score -2.232777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180818 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -22327772.000000 Penalty: 6012.123535
	Iteration 65Q: 3 clusters Score -2.232777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180823 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -22327782.000000 Penalty: 6012.123535
	Iteration 66Q: 3 clusters Score -2.232778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180829 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -22327772.000000 Penalty: 6012.123535
	Iteration 67Q: 3 clusters Score -2.232777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180833 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -22327784.000000 Penalty: 6012.123535
	Iteration 68Q: 3 clusters Score -2.232778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180842 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -22327776.000000 Penalty: 6012.123535
	Iteration 69Q: 3 clusters Score -2.232778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180854 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -22327776.000000 Penalty: 6012.123535
	Iteration 70Q: 3 clusters Score -2.232778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180860 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -22327788.000000 Penalty: 6012.123535
	Iteration 71Q: 3 clusters Score -2.232779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180870 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -22327790.000000 Penalty: 6012.123535
	Iteration 72Q: 3 clusters Score -2.232779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180877 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -22327792.000000 Penalty: 6012.123535
	Iteration 73Q: 3 clusters Score -2.232779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180886 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -22327778.000000 Penalty: 6012.123535
	Iteration 74Q: 3 clusters Score -2.232778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180891 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -22327786.000000 Penalty: 6012.123535
	Iteration 75Q: 3 clusters Score -2.232779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180899 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -22327784.000000 Penalty: 6012.123535
	Iteration 76Q: 3 clusters Score -2.232778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180906 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -22327788.000000 Penalty: 6012.123535
	Iteration 77Q: 3 clusters Score -2.232779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180915 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -22327806.000000 Penalty: 6012.123535
	Iteration 78Q: 3 clusters Score -2.232781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180922 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -22327796.000000 Penalty: 6012.123535
	Iteration 79Q: 3 clusters Score -2.23278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180929 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -22327792.000000 Penalty: 6012.123535
	Iteration 80F: 3 clusters Score -2.232779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180935 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -22327798.000000 Penalty: 6012.123535
	Iteration 81Q: 3 clusters Score -2.23278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180943 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -22327792.000000 Penalty: 6012.123535
	Iteration 82Q: 3 clusters Score -2.232779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180950 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -22327810.000000 Penalty: 6012.123535
	Iteration 83Q: 3 clusters Score -2.232781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180954 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -22327812.000000 Penalty: 6012.123535
	Iteration 84Q: 3 clusters Score -2.232781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180960 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -22327830.000000 Penalty: 6012.123535
	Iteration 85Q: 3 clusters Score -2.232783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180967 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -22327810.000000 Penalty: 6012.123535
	Iteration 86Q: 3 clusters Score -2.232781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180977 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -22327828.000000 Penalty: 6012.123535
	Iteration 87Q: 3 clusters Score -2.232783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180990 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -22327824.000000 Penalty: 6012.123535
	Iteration 88Q: 3 clusters Score -2.232782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180997 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -22327828.000000 Penalty: 6012.123535
	Iteration 89Q: 3 clusters Score -2.232783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181008 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -22327828.000000 Penalty: 6012.123535
	Iteration 90Q: 3 clusters Score -2.232783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181016 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -22327846.000000 Penalty: 6012.123535
	Iteration 91Q: 3 clusters Score -2.232785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181023 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -22327850.000000 Penalty: 6012.123535
	Iteration 92Q: 3 clusters Score -2.232785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181032 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -22327848.000000 Penalty: 6012.123535
	Iteration 93Q: 3 clusters Score -2.232785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181040 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -22327864.000000 Penalty: 6012.123535
	Iteration 94Q: 3 clusters Score -2.232786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181045 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -22327856.000000 Penalty: 6012.123535
	Iteration 95Q: 3 clusters Score -2.232786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181051 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -22327844.000000 Penalty: 6012.123535
	Iteration 96Q: 3 clusters Score -2.232784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181059 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -22327848.000000 Penalty: 6012.123535
	Iteration 97Q: 3 clusters Score -2.232785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181067 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -22327848.000000 Penalty: 6012.123535
	Iteration 98Q: 3 clusters Score -2.232785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181076 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -22327846.000000 Penalty: 6012.123535
	Iteration 99Q: 3 clusters Score -2.232785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181087 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -22327848.000000 Penalty: 6012.123535
	Iteration 100F: 3 clusters Score -2.232785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181098 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -22327864.000000 Penalty: 6012.123535
	Iteration 101Q: 3 clusters Score -2.232786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181108 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -22327864.000000 Penalty: 6012.123535
	Iteration 102Q: 3 clusters Score -2.232786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181118 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -22327872.000000 Penalty: 6012.123535
	Iteration 103Q: 3 clusters Score -2.232787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181127 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -22327870.000000 Penalty: 6012.123535
	Iteration 104Q: 3 clusters Score -2.232787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181134 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -22327890.000000 Penalty: 6012.123535
	Iteration 105Q: 3 clusters Score -2.232789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181137 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -22327890.000000 Penalty: 6012.123535
	Iteration 106Q: 3 clusters Score -2.232789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181138 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -22327888.000000 Penalty: 6012.123535
	Iteration 107Q: 3 clusters Score -2.232789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181141 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -22327892.000000 Penalty: 6012.123535
	Iteration 108Q: 3 clusters Score -2.232789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181144 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -22327890.000000 Penalty: 6012.123535
	Iteration 109Q: 3 clusters Score -2.232789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181146 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -22327886.000000 Penalty: 6012.123535
	Iteration 110Q: 3 clusters Score -2.232789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181152 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -22327880.000000 Penalty: 6012.123535
	Iteration 111Q: 3 clusters Score -2.232788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181157 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -22327876.000000 Penalty: 6012.123535
	Iteration 112Q: 3 clusters Score -2.232788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181160 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -22327886.000000 Penalty: 6012.123535
	Iteration 113Q: 3 clusters Score -2.232789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181160 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -22327886.000000 Penalty: 6012.123535
	Iteration 114F: 3 clusters Score -2.232789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Entering Unmasked Estep 
Score: -1290209.000000 Penalty: 2309.956299
	Iteration 0F: 2 clusters Score -1290209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1281810.000000 Penalty: 4619.912598
	Iteration 0F: 3 clusters Score -1281810 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1284350.375000 Penalty: 4619.912598
	Iteration 1F: 3 clusters Score -1284350 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1284675.000000 Penalty: 4619.912598
	Iteration 2F: 3 clusters Score -1284675 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1284893.375000 Penalty: 4619.912598
	Iteration 3Q: 3 clusters Score -1284893 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1285081.875000 Penalty: 4619.912598
	Iteration 4Q: 3 clusters Score -1285082 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1285249.875000 Penalty: 4619.912598
	Iteration 5Q: 3 clusters Score -1285250 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1285430.375000 Penalty: 4619.912598
	Iteration 6Q: 3 clusters Score -1285430 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1285625.125000 Penalty: 4619.912598
	Iteration 7Q: 3 clusters Score -1285625 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1285821.875000 Penalty: 4619.912598
	Iteration 8Q: 3 clusters Score -1285822 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1286060.375000 Penalty: 4619.912598
	Iteration 9Q: 3 clusters Score -1286060 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1286339.875000 Penalty: 4619.912598
	Iteration 10Q: 3 clusters Score -1286340 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1286673.500000 Penalty: 4619.912598
	Iteration 11Q: 3 clusters Score -1286674 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1287037.125000 Penalty: 4619.912598
	Iteration 12Q: 3 clusters Score -1287037 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1287390.125000 Penalty: 4619.912598
	Iteration 13Q: 3 clusters Score -1287390 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1287699.500000 Penalty: 4619.912598
	Iteration 14Q: 3 clusters Score -1287700 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1287913.500000 Penalty: 4619.912598
	Iteration 15Q: 3 clusters Score -1287914 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1288045.000000 Penalty: 4619.912598
	Iteration 16Q: 3 clusters Score -1288045 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1288116.250000 Penalty: 4619.912598
	Iteration 17Q: 3 clusters Score -1288116 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1288166.500000 Penalty: 4619.912598
	Iteration 18Q: 3 clusters Score -1288166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1288194.875000 Penalty: 4619.912598
	Iteration 19Q: 3 clusters Score -1288195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1288227.125000 Penalty: 4619.912598
	Iteration 20F: 3 clusters Score -1288227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1288245.000000 Penalty: 4619.912598
	Iteration 21Q: 3 clusters Score -1288245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1288266.500000 Penalty: 4619.912598
	Iteration 22Q: 3 clusters Score -1288266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1288280.125000 Penalty: 4619.912598
	Iteration 23Q: 3 clusters Score -1288280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1288298.625000 Penalty: 4619.912598
	Iteration 24Q: 3 clusters Score -1288299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1288313.625000 Penalty: 4619.912598
	Iteration 25Q: 3 clusters Score -1288314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1288322.750000 Penalty: 4619.912598
	Iteration 26Q: 3 clusters Score -1288323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1288335.375000 Penalty: 4619.912598
	Iteration 27Q: 3 clusters Score -1288335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1288350.250000 Penalty: 4619.912598
	Iteration 28Q: 3 clusters Score -1288350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1288359.625000 Penalty: 4619.912598
	Iteration 29Q: 3 clusters Score -1288360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1288363.250000 Penalty: 4619.912598
	Iteration 30Q: 3 clusters Score -1288363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1288368.500000 Penalty: 4619.912598
	Iteration 31Q: 3 clusters Score -1288368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1288373.125000 Penalty: 4619.912598
	Iteration 32Q: 3 clusters Score -1288373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1288372.125000 Penalty: 4619.912598
	Iteration 33Q: 3 clusters Score -1288372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1288372.125000 Penalty: 4619.912598
	Iteration 34Q: 3 clusters Score -1288372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1288373.125000 Penalty: 4619.912598
	Iteration 35Q: 3 clusters Score -1288373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1288374.875000 Penalty: 4619.912598
	Iteration 36Q: 3 clusters Score -1288375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1288374.875000 Penalty: 4619.912598
	Iteration 37F: 3 clusters Score -1288375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (159637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159637 members 
Entering Unmasked Estep 
Score: -19467642.000000 Penalty: 2971.203125
	Iteration 0F: 2 clusters Score -1.946764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
Score: -19361382.000000 Penalty: 5942.406250
	Iteration 0F: 3 clusters Score -1.936138e+07 nChanged 76124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75537 members 
Mstep: Class 2 contains 84100 members 
Entering Unmasked Estep 
Score: -19405774.000000 Penalty: 5942.406250
	Iteration 1F: 3 clusters Score -1.940577e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73244 members 
Mstep: Class 2 contains 86393 members 
Entering Unmasked Estep 
Score: -19406988.000000 Penalty: 5942.406250
	Iteration 2Q: 3 clusters Score -1.940699e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69741 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -19408502.000000 Penalty: 5942.406250
	Iteration 3Q: 3 clusters Score -1.94085e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 95117 members 
Entering Unmasked Estep 
Score: -19411116.000000 Penalty: 5942.406250
	Iteration 4Q: 3 clusters Score -1.941112e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56878 members 
Mstep: Class 2 contains 102759 members 
Entering Unmasked Estep 
Score: -19416008.000000 Penalty: 5942.406250
	Iteration 5F: 3 clusters Score -1.941601e+07 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 113036 members 
Entering Unmasked Estep 
Score: -19423702.000000 Penalty: 5942.406250
	Iteration 6F: 3 clusters Score -1.94237e+07 nChanged 12258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 125194 members 
Entering Unmasked Estep 
Score: -19434456.000000 Penalty: 5942.406250
	Iteration 7F: 3 clusters Score -1.943446e+07 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 137191 members 
Entering Unmasked Estep 
Score: -19445882.000000 Penalty: 5942.406250
	Iteration 8F: 3 clusters Score -1.944588e+07 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 146678 members 
Entering Unmasked Estep 
Score: -19454418.000000 Penalty: 5942.406250
	Iteration 9F: 3 clusters Score -1.945442e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 152926 members 
Entering Unmasked Estep 
Score: -19459908.000000 Penalty: 5942.406250
	Iteration 10Q: 3 clusters Score -1.945991e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 156351 members 
Entering Unmasked Estep 
Score: -19462692.000000 Penalty: 5942.406250
	Iteration 11Q: 3 clusters Score -1.946269e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 158003 members 
Entering Unmasked Estep 
Score: -19463910.000000 Penalty: 5942.406250
	Iteration 12Q: 3 clusters Score -1.946391e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 158671 members 
Entering Unmasked Estep 
Score: -19464484.000000 Penalty: 5942.406250
	Iteration 13Q: 3 clusters Score -1.946448e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 158960 members 
Entering Unmasked Estep 
Score: -19464742.000000 Penalty: 5942.406250
	Iteration 14Q: 3 clusters Score -1.946474e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 159085 members 
Entering Unmasked Estep 
Score: -19464886.000000 Penalty: 5942.406250
	Iteration 15Q: 3 clusters Score -1.946489e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 159148 members 
Entering Unmasked Estep 
Score: -19464964.000000 Penalty: 5942.406250
	Iteration 16Q: 3 clusters Score -1.946496e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 159176 members 
Entering Unmasked Estep 
Score: -19464994.000000 Penalty: 5942.406250
	Iteration 17Q: 3 clusters Score -1.946499e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 159203 members 
Entering Unmasked Estep 
Score: -19465002.000000 Penalty: 5942.406250
	Iteration 18Q: 3 clusters Score -1.9465e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 159221 members 
Entering Unmasked Estep 
Score: -19465052.000000 Penalty: 5942.406250
	Iteration 19Q: 3 clusters Score -1.946505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 159227 members 
Entering Unmasked Estep 
Score: -19465070.000000 Penalty: 5942.406250
	Iteration 20F: 3 clusters Score -1.946507e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 159227 members 
Entering Unmasked Estep 
Score: -19465066.000000 Penalty: 5942.406250
	Iteration 21Q: 3 clusters Score -1.946507e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 159229 members 
Entering Unmasked Estep 
Score: -19465094.000000 Penalty: 5942.406250
	Iteration 22Q: 3 clusters Score -1.946509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 159231 members 
Entering Unmasked Estep 
Score: -19465092.000000 Penalty: 5942.406250
	Iteration 23Q: 3 clusters Score -1.946509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 159234 members 
Entering Unmasked Estep 
Score: -19465098.000000 Penalty: 5942.406250
	Iteration 24Q: 3 clusters Score -1.94651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 159236 members 
Entering Unmasked Estep 
Score: -19465108.000000 Penalty: 5942.406250
	Iteration 25Q: 3 clusters Score -1.946511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 159239 members 
Entering Unmasked Estep 
Score: -19465114.000000 Penalty: 5942.406250
	Iteration 26Q: 3 clusters Score -1.946511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 159239 members 
Entering Unmasked Estep 
Score: -19465114.000000 Penalty: 5942.406250
	Iteration 27F: 3 clusters Score -1.946511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -83844.632812 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -83844.63 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 413 members 
Entering Unmasked Estep 
Score: -82046.101562 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -82046.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -82361.882812 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -82361.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -82441.937500 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -82441.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -82488.945312 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -82488.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -82518.039062 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -82518.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -82560.851562 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -82560.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -82598.117188 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -82598.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -82655.859375 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -82655.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -82706.132812 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -82706.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -82746.140625 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -82746.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -82790.062500 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -82790.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -82815.679688 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -82815.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -82830.039062 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -82830.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -82840.664062 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -82840.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -82848.539062 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -82848.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -82849.007812 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -82849.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -82849.007812 Penalty: 3343.883545
	Iteration 16F: 3 clusters Score -82849.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Entering Unmasked Estep 
Score: -522909.937500 Penalty: 2091.908447
	Iteration 0F: 2 clusters Score -522909.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -518674.031250 Penalty: 4183.816895
	Iteration 0F: 3 clusters Score -518674 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -519662.750000 Penalty: 4183.816895
	Iteration 1F: 3 clusters Score -519662.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -519883.031250 Penalty: 4183.816895
	Iteration 2F: 3 clusters Score -519883 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -520021.781250 Penalty: 4183.816895
	Iteration 3Q: 3 clusters Score -520021.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -520155.500000 Penalty: 4183.816895
	Iteration 4Q: 3 clusters Score -520155.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -520279.218750 Penalty: 4183.816895
	Iteration 5Q: 3 clusters Score -520279.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -520379.843750 Penalty: 4183.816895
	Iteration 6Q: 3 clusters Score -520379.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -520464.812500 Penalty: 4183.816895
	Iteration 7Q: 3 clusters Score -520464.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -520576.687500 Penalty: 4183.816895
	Iteration 8Q: 3 clusters Score -520576.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -520688.593750 Penalty: 4183.816895
	Iteration 9Q: 3 clusters Score -520688.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -520795.468750 Penalty: 4183.816895
	Iteration 10Q: 3 clusters Score -520795.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -520894.468750 Penalty: 4183.816895
	Iteration 11Q: 3 clusters Score -520894.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -520972.156250 Penalty: 4183.816895
	Iteration 12Q: 3 clusters Score -520972.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -521026.312500 Penalty: 4183.816895
	Iteration 13Q: 3 clusters Score -521026.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -521070.250000 Penalty: 4183.816895
	Iteration 14Q: 3 clusters Score -521070.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -521107.718750 Penalty: 4183.816895
	Iteration 15Q: 3 clusters Score -521107.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -521133.750000 Penalty: 4183.816895
	Iteration 16Q: 3 clusters Score -521133.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -521153.031250 Penalty: 4183.816895
	Iteration 17Q: 3 clusters Score -521153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -521170.343750 Penalty: 4183.816895
	Iteration 18Q: 3 clusters Score -521170.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -521176.125000 Penalty: 4183.816895
	Iteration 19Q: 3 clusters Score -521176.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -521179.156250 Penalty: 4183.816895
	Iteration 20F: 3 clusters Score -521179.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -521180.250000 Penalty: 4183.816895
	Iteration 21Q: 3 clusters Score -521180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -521181.281250 Penalty: 4183.816895
	Iteration 22Q: 3 clusters Score -521181.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -521184.375000 Penalty: 4183.816895
	Iteration 23Q: 3 clusters Score -521184.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -521186.312500 Penalty: 4183.816895
	Iteration 24Q: 3 clusters Score -521186.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -521187.562500 Penalty: 4183.816895
	Iteration 25Q: 3 clusters Score -521187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -521189.156250 Penalty: 4183.816895
	Iteration 26Q: 3 clusters Score -521189.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -521193.468750 Penalty: 4183.816895
	Iteration 27Q: 3 clusters Score -521193.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -521196.968750 Penalty: 4183.816895
	Iteration 28Q: 3 clusters Score -521197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -521198.937500 Penalty: 4183.816895
	Iteration 29Q: 3 clusters Score -521198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -521202.781250 Penalty: 4183.816895
	Iteration 30Q: 3 clusters Score -521202.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -521208.093750 Penalty: 4183.816895
	Iteration 31Q: 3 clusters Score -521208.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -521211.625000 Penalty: 4183.816895
	Iteration 32Q: 3 clusters Score -521211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -521215.750000 Penalty: 4183.816895
	Iteration 33Q: 3 clusters Score -521215.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -521222.781250 Penalty: 4183.816895
	Iteration 34Q: 3 clusters Score -521222.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -521228.156250 Penalty: 4183.816895
	Iteration 35Q: 3 clusters Score -521228.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -521229.656250 Penalty: 4183.816895
	Iteration 36Q: 3 clusters Score -521229.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -521231.843750 Penalty: 4183.816895
	Iteration 37Q: 3 clusters Score -521231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -521233.187500 Penalty: 4183.816895
	Iteration 38Q: 3 clusters Score -521233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -521234.093750 Penalty: 4183.816895
	Iteration 39Q: 3 clusters Score -521234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -521234.968750 Penalty: 4183.816895
	Iteration 40F: 3 clusters Score -521235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -521238.000000 Penalty: 4183.816895
	Iteration 41Q: 3 clusters Score -521238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -521238.437500 Penalty: 4183.816895
	Iteration 42Q: 3 clusters Score -521238.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -521239.937500 Penalty: 4183.816895
	Iteration 43Q: 3 clusters Score -521239.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -521240.531250 Penalty: 4183.816895
	Iteration 44Q: 3 clusters Score -521240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -521243.937500 Penalty: 4183.816895
	Iteration 45Q: 3 clusters Score -521243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -521245.218750 Penalty: 4183.816895
	Iteration 46Q: 3 clusters Score -521245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -521246.250000 Penalty: 4183.816895
	Iteration 47Q: 3 clusters Score -521246.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -521246.250000 Penalty: 4183.816895
	Iteration 48F: 3 clusters Score -521246.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Entering Unmasked Estep 
Score: -210440.234375 Penalty: 1875.029053
	Iteration 0F: 2 clusters Score -210440.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -207826.765625 Penalty: 3750.058105
	Iteration 0F: 3 clusters Score -207826.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -208272.015625 Penalty: 3750.058105
	Iteration 1F: 3 clusters Score -208272 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -208441.015625 Penalty: 3750.058105
	Iteration 2F: 3 clusters Score -208441 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -208577.562500 Penalty: 3750.058105
	Iteration 3F: 3 clusters Score -208577.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -208678.468750 Penalty: 3750.058105
	Iteration 4Q: 3 clusters Score -208678.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -208755.140625 Penalty: 3750.058105
	Iteration 5Q: 3 clusters Score -208755.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -208809.843750 Penalty: 3750.058105
	Iteration 6Q: 3 clusters Score -208809.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -208853.281250 Penalty: 3750.058105
	Iteration 7Q: 3 clusters Score -208853.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -208886.140625 Penalty: 3750.058105
	Iteration 8Q: 3 clusters Score -208886.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -208917.671875 Penalty: 3750.058105
	Iteration 9Q: 3 clusters Score -208917.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -208954.875000 Penalty: 3750.058105
	Iteration 10Q: 3 clusters Score -208954.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -208996.968750 Penalty: 3750.058105
	Iteration 11Q: 3 clusters Score -208997 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -209035.078125 Penalty: 3750.058105
	Iteration 12Q: 3 clusters Score -209035.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -209054.671875 Penalty: 3750.058105
	Iteration 13Q: 3 clusters Score -209054.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -209068.328125 Penalty: 3750.058105
	Iteration 14Q: 3 clusters Score -209068.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -209083.609375 Penalty: 3750.058105
	Iteration 15Q: 3 clusters Score -209083.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -209090.937500 Penalty: 3750.058105
	Iteration 16Q: 3 clusters Score -209090.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -209095.062500 Penalty: 3750.058105
	Iteration 17Q: 3 clusters Score -209095.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -209098.015625 Penalty: 3750.058105
	Iteration 18Q: 3 clusters Score -209098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -209100.937500 Penalty: 3750.058105
	Iteration 19Q: 3 clusters Score -209100.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -209101.625000 Penalty: 3750.058105
	Iteration 20F: 3 clusters Score -209101.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -209102.156250 Penalty: 3750.058105
	Iteration 21Q: 3 clusters Score -209102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -209102.406250 Penalty: 3750.058105
	Iteration 22Q: 3 clusters Score -209102.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -209102.406250 Penalty: 3750.058105
	Iteration 23F: 3 clusters Score -209102.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Entering Unmasked Estep 
Score: -2126762.000000 Penalty: 2418.545410
	Iteration 0F: 2 clusters Score -2126762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2114463.000000 Penalty: 4837.090820
	Iteration 0F: 3 clusters Score -2114463 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2118442.500000 Penalty: 4837.090820
	Iteration 1F: 3 clusters Score -2118442 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2118829.750000 Penalty: 4837.090820
	Iteration 2F: 3 clusters Score -2118830 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2119200.000000 Penalty: 4837.090820
	Iteration 3Q: 3 clusters Score -2119200 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2119598.250000 Penalty: 4837.090820
	Iteration 4Q: 3 clusters Score -2119598 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2120093.250000 Penalty: 4837.090820
	Iteration 5F: 3 clusters Score -2120093 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2120670.000000 Penalty: 4837.090820
	Iteration 6F: 3 clusters Score -2120670 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2121442.500000 Penalty: 4837.090820
	Iteration 7F: 3 clusters Score -2121442 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2122300.250000 Penalty: 4837.090820
	Iteration 8F: 3 clusters Score -2122300 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2123095.750000 Penalty: 4837.090820
	Iteration 9F: 3 clusters Score -2123096 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2123741.500000 Penalty: 4837.090820
	Iteration 10Q: 3 clusters Score -2123742 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2124150.500000 Penalty: 4837.090820
	Iteration 11Q: 3 clusters Score -2124150 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2124367.750000 Penalty: 4837.090820
	Iteration 12Q: 3 clusters Score -2124368 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2124490.000000 Penalty: 4837.090820
	Iteration 13Q: 3 clusters Score -2124490 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2124553.500000 Penalty: 4837.090820
	Iteration 14Q: 3 clusters Score -2124554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2124588.750000 Penalty: 4837.090820
	Iteration 15Q: 3 clusters Score -2124589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2124610.750000 Penalty: 4837.090820
	Iteration 16Q: 3 clusters Score -2124611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2124626.500000 Penalty: 4837.090820
	Iteration 17Q: 3 clusters Score -2124626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2124637.500000 Penalty: 4837.090820
	Iteration 18Q: 3 clusters Score -2124638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2124650.250000 Penalty: 4837.090820
	Iteration 19Q: 3 clusters Score -2124650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2124659.500000 Penalty: 4837.090820
	Iteration 20F: 3 clusters Score -2124660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2124665.750000 Penalty: 4837.090820
	Iteration 21Q: 3 clusters Score -2124666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2124674.250000 Penalty: 4837.090820
	Iteration 22Q: 3 clusters Score -2124674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2124679.000000 Penalty: 4837.090820
	Iteration 23Q: 3 clusters Score -2124679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2124684.750000 Penalty: 4837.090820
	Iteration 24Q: 3 clusters Score -2124685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2124689.000000 Penalty: 4837.090820
	Iteration 25Q: 3 clusters Score -2124689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2124695.500000 Penalty: 4837.090820
	Iteration 26Q: 3 clusters Score -2124696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2124700.500000 Penalty: 4837.090820
	Iteration 27Q: 3 clusters Score -2124700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2124704.250000 Penalty: 4837.090820
	Iteration 28Q: 3 clusters Score -2124704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2124706.500000 Penalty: 4837.090820
	Iteration 29Q: 3 clusters Score -2124706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2124709.500000 Penalty: 4837.090820
	Iteration 30Q: 3 clusters Score -2124710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2124711.750000 Penalty: 4837.090820
	Iteration 31Q: 3 clusters Score -2124712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2124712.000000 Penalty: 4837.090820
	Iteration 32Q: 3 clusters Score -2124712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2124712.000000 Penalty: 4837.090820
	Iteration 33F: 3 clusters Score -2124712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Entering Unmasked Estep 
Score: -292537.750000 Penalty: 1959.082153
	Iteration 0F: 2 clusters Score -292537.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -289453.437500 Penalty: 3918.164307
	Iteration 0F: 3 clusters Score -289453.4 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -290087.250000 Penalty: 3918.164307
	Iteration 1F: 3 clusters Score -290087.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -290249.906250 Penalty: 3918.164307
	Iteration 2F: 3 clusters Score -290249.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -290351.218750 Penalty: 3918.164307
	Iteration 3F: 3 clusters Score -290351.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -290421.406250 Penalty: 3918.164307
	Iteration 4Q: 3 clusters Score -290421.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -290467.156250 Penalty: 3918.164307
	Iteration 5Q: 3 clusters Score -290467.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -290503.937500 Penalty: 3918.164307
	Iteration 6Q: 3 clusters Score -290503.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -290532.625000 Penalty: 3918.164307
	Iteration 7Q: 3 clusters Score -290532.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -290558.406250 Penalty: 3918.164307
	Iteration 8Q: 3 clusters Score -290558.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -290590.375000 Penalty: 3918.164307
	Iteration 9Q: 3 clusters Score -290590.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -290627.718750 Penalty: 3918.164307
	Iteration 10Q: 3 clusters Score -290627.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -290666.500000 Penalty: 3918.164307
	Iteration 11Q: 3 clusters Score -290666.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -290700.625000 Penalty: 3918.164307
	Iteration 12Q: 3 clusters Score -290700.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -290737.812500 Penalty: 3918.164307
	Iteration 13Q: 3 clusters Score -290737.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -290774.750000 Penalty: 3918.164307
	Iteration 14Q: 3 clusters Score -290774.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -290812.343750 Penalty: 3918.164307
	Iteration 15Q: 3 clusters Score -290812.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -290843.656250 Penalty: 3918.164307
	Iteration 16Q: 3 clusters Score -290843.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -290868.625000 Penalty: 3918.164307
	Iteration 17Q: 3 clusters Score -290868.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -290894.625000 Penalty: 3918.164307
	Iteration 18Q: 3 clusters Score -290894.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -290914.750000 Penalty: 3918.164307
	Iteration 19Q: 3 clusters Score -290914.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -290941.781250 Penalty: 3918.164307
	Iteration 20F: 3 clusters Score -290941.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -290967.593750 Penalty: 3918.164307
	Iteration 21Q: 3 clusters Score -290967.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -290981.125000 Penalty: 3918.164307
	Iteration 22Q: 3 clusters Score -290981.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -290991.031250 Penalty: 3918.164307
	Iteration 23Q: 3 clusters Score -290991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -290997.906250 Penalty: 3918.164307
	Iteration 24Q: 3 clusters Score -290997.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -291002.312500 Penalty: 3918.164307
	Iteration 25Q: 3 clusters Score -291002.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -291005.750000 Penalty: 3918.164307
	Iteration 26Q: 3 clusters Score -291005.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -291009.750000 Penalty: 3918.164307
	Iteration 27Q: 3 clusters Score -291009.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -291011.781250 Penalty: 3918.164307
	Iteration 28Q: 3 clusters Score -291011.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -291013.812500 Penalty: 3918.164307
	Iteration 29Q: 3 clusters Score -291013.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -291015.500000 Penalty: 3918.164307
	Iteration 30Q: 3 clusters Score -291015.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -291020.812500 Penalty: 3918.164307
	Iteration 31Q: 3 clusters Score -291020.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -291028.718750 Penalty: 3918.164307
	Iteration 32Q: 3 clusters Score -291028.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -291034.875000 Penalty: 3918.164307
	Iteration 33Q: 3 clusters Score -291034.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -291039.562500 Penalty: 3918.164307
	Iteration 34Q: 3 clusters Score -291039.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -291046.062500 Penalty: 3918.164307
	Iteration 35Q: 3 clusters Score -291046.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -291050.656250 Penalty: 3918.164307
	Iteration 36Q: 3 clusters Score -291050.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -291054.937500 Penalty: 3918.164307
	Iteration 37Q: 3 clusters Score -291054.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -291058.375000 Penalty: 3918.164307
	Iteration 38Q: 3 clusters Score -291058.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -291060.625000 Penalty: 3918.164307
	Iteration 39Q: 3 clusters Score -291060.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -291061.093750 Penalty: 3918.164307
	Iteration 40F: 3 clusters Score -291061.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -291061.437500 Penalty: 3918.164307
	Iteration 41Q: 3 clusters Score -291061.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -291061.437500 Penalty: 3918.164307
	Iteration 42F: 3 clusters Score -291061.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48646.425781 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -48646.43 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 281 members 
Entering Unmasked Estep 
Score: -47173.570312 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -47173.57 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47461.011719 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -47461.01 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47658.070312 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -47658.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47919.179688 Penalty: 3156.062012
	Iteration 3F: 3 clusters Score -47919.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48122.335938 Penalty: 3156.062012
	Iteration 4F: 3 clusters Score -48122.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -48206.656250 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -48206.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -48255.359375 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -48255.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -48272.433594 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -48272.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48300.015625 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -48300.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48312.230469 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -48312.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48315.535156 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -48315.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48315.535156 Penalty: 3156.062012
	Iteration 11F: 3 clusters Score -48315.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Entering Unmasked Estep 
Score: -4226295.000000 Penalty: 2597.499756
	Iteration 0F: 2 clusters Score -4226295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -4202207.000000 Penalty: 5194.999512
	Iteration 0F: 3 clusters Score -4202207 nChanged 16107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -4210918.500000 Penalty: 5194.999512
	Iteration 1F: 3 clusters Score -4210918 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -4211399.000000 Penalty: 5194.999512
	Iteration 2Q: 3 clusters Score -4211399 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -4211812.000000 Penalty: 5194.999512
	Iteration 3Q: 3 clusters Score -4211812 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -4212211.000000 Penalty: 5194.999512
	Iteration 4Q: 3 clusters Score -4212211 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -4212581.000000 Penalty: 5194.999512
	Iteration 5Q: 3 clusters Score -4212581 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -4212952.500000 Penalty: 5194.999512
	Iteration 6Q: 3 clusters Score -4212952 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -4213411.000000 Penalty: 5194.999512
	Iteration 7Q: 3 clusters Score -4213411 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -4213997.500000 Penalty: 5194.999512
	Iteration 8Q: 3 clusters Score -4213998 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -4214826.500000 Penalty: 5194.999512
	Iteration 9Q: 3 clusters Score -4214826 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -4215908.500000 Penalty: 5194.999512
	Iteration 10Q: 3 clusters Score -4215908 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -4217161.000000 Penalty: 5194.999512
	Iteration 11F: 3 clusters Score -4217161 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -4218489.000000 Penalty: 5194.999512
	Iteration 12F: 3 clusters Score -4218489 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -4219492.500000 Penalty: 5194.999512
	Iteration 13F: 3 clusters Score -4219492 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -4220011.000000 Penalty: 5194.999512
	Iteration 14Q: 3 clusters Score -4220011 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -4220250.000000 Penalty: 5194.999512
	Iteration 15Q: 3 clusters Score -4220250 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -4220385.000000 Penalty: 5194.999512
	Iteration 16Q: 3 clusters Score -4220385 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -4220484.000000 Penalty: 5194.999512
	Iteration 17Q: 3 clusters Score -4220484 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -4220570.000000 Penalty: 5194.999512
	Iteration 18Q: 3 clusters Score -4220570 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4220635.000000 Penalty: 5194.999512
	Iteration 19Q: 3 clusters Score -4220635 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -4220716.000000 Penalty: 5194.999512
	Iteration 20F: 3 clusters Score -4220716 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -4220812.500000 Penalty: 5194.999512
	Iteration 21Q: 3 clusters Score -4220812 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4220964.500000 Penalty: 5194.999512
	Iteration 22Q: 3 clusters Score -4220964 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -4221230.500000 Penalty: 5194.999512
	Iteration 23Q: 3 clusters Score -4221230 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -4221604.000000 Penalty: 5194.999512
	Iteration 24Q: 3 clusters Score -4221604 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -4221985.500000 Penalty: 5194.999512
	Iteration 25Q: 3 clusters Score -4221986 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -4222202.000000 Penalty: 5194.999512
	Iteration 26Q: 3 clusters Score -4222202 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -4222376.500000 Penalty: 5194.999512
	Iteration 27Q: 3 clusters Score -4222376 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -4222531.500000 Penalty: 5194.999512
	Iteration 28Q: 3 clusters Score -4222532 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -4222663.500000 Penalty: 5194.999512
	Iteration 29Q: 3 clusters Score -4222664 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -4222774.000000 Penalty: 5194.999512
	Iteration 30Q: 3 clusters Score -4222774 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -4222865.000000 Penalty: 5194.999512
	Iteration 31Q: 3 clusters Score -4222865 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -4222969.000000 Penalty: 5194.999512
	Iteration 32Q: 3 clusters Score -4222969 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -4223036.500000 Penalty: 5194.999512
	Iteration 33Q: 3 clusters Score -4223036 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -4223096.500000 Penalty: 5194.999512
	Iteration 34Q: 3 clusters Score -4223096 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -4223150.000000 Penalty: 5194.999512
	Iteration 35Q: 3 clusters Score -4223150 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -4223204.000000 Penalty: 5194.999512
	Iteration 36Q: 3 clusters Score -4223204 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -4223249.000000 Penalty: 5194.999512
	Iteration 37Q: 3 clusters Score -4223249 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -4223309.500000 Penalty: 5194.999512
	Iteration 38Q: 3 clusters Score -4223310 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -4223355.500000 Penalty: 5194.999512
	Iteration 39Q: 3 clusters Score -4223356 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -4223403.500000 Penalty: 5194.999512
	Iteration 40F: 3 clusters Score -4223404 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -4223455.500000 Penalty: 5194.999512
	Iteration 41Q: 3 clusters Score -4223456 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -4223488.500000 Penalty: 5194.999512
	Iteration 42Q: 3 clusters Score -4223488 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -4223524.500000 Penalty: 5194.999512
	Iteration 43Q: 3 clusters Score -4223524 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -4223567.500000 Penalty: 5194.999512
	Iteration 44Q: 3 clusters Score -4223568 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -4223602.500000 Penalty: 5194.999512
	Iteration 45Q: 3 clusters Score -4223602 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -4223638.500000 Penalty: 5194.999512
	Iteration 46Q: 3 clusters Score -4223638 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -4223683.000000 Penalty: 5194.999512
	Iteration 47Q: 3 clusters Score -4223683 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -4223702.500000 Penalty: 5194.999512
	Iteration 48Q: 3 clusters Score -4223702 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -4223744.000000 Penalty: 5194.999512
	Iteration 49Q: 3 clusters Score -4223744 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -4223764.000000 Penalty: 5194.999512
	Iteration 50Q: 3 clusters Score -4223764 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -4223761.000000 Penalty: 5194.999512
	Iteration 51Q: 3 clusters Score -4223761 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -4223772.000000 Penalty: 5194.999512
	Iteration 52Q: 3 clusters Score -4223772 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -4223773.000000 Penalty: 5194.999512
	Iteration 53Q: 3 clusters Score -4223773 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -4223789.500000 Penalty: 5194.999512
	Iteration 54Q: 3 clusters Score -4223790 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -4223801.500000 Penalty: 5194.999512
	Iteration 55Q: 3 clusters Score -4223802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -4223807.500000 Penalty: 5194.999512
	Iteration 56Q: 3 clusters Score -4223808 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -4223822.500000 Penalty: 5194.999512
	Iteration 57Q: 3 clusters Score -4223822 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -4223826.500000 Penalty: 5194.999512
	Iteration 58Q: 3 clusters Score -4223826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -4223829.000000 Penalty: 5194.999512
	Iteration 59Q: 3 clusters Score -4223829 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -4223852.500000 Penalty: 5194.999512
	Iteration 60F: 3 clusters Score -4223852 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -4223855.000000 Penalty: 5194.999512
	Iteration 61Q: 3 clusters Score -4223855 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -4223861.000000 Penalty: 5194.999512
	Iteration 62Q: 3 clusters Score -4223861 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -4223862.500000 Penalty: 5194.999512
	Iteration 63Q: 3 clusters Score -4223862 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -4223869.000000 Penalty: 5194.999512
	Iteration 64Q: 3 clusters Score -4223869 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -4223862.000000 Penalty: 5194.999512
	Iteration 65Q: 3 clusters Score -4223862 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -4223859.000000 Penalty: 5194.999512
	Iteration 66Q: 3 clusters Score -4223859 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -4223878.000000 Penalty: 5194.999512
	Iteration 67Q: 3 clusters Score -4223878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -4223871.000000 Penalty: 5194.999512
	Iteration 68Q: 3 clusters Score -4223871 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -4223872.000000 Penalty: 5194.999512
	Iteration 69Q: 3 clusters Score -4223872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -4223879.500000 Penalty: 5194.999512
	Iteration 70Q: 3 clusters Score -4223880 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -4223880.000000 Penalty: 5194.999512
	Iteration 71Q: 3 clusters Score -4223880 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -4223900.000000 Penalty: 5194.999512
	Iteration 72Q: 3 clusters Score -4223900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -4223909.500000 Penalty: 5194.999512
	Iteration 73Q: 3 clusters Score -4223910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -4223924.500000 Penalty: 5194.999512
	Iteration 74Q: 3 clusters Score -4223924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -4223927.500000 Penalty: 5194.999512
	Iteration 75Q: 3 clusters Score -4223928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -4223932.000000 Penalty: 5194.999512
	Iteration 76Q: 3 clusters Score -4223932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -4223948.500000 Penalty: 5194.999512
	Iteration 77Q: 3 clusters Score -4223948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -4223968.000000 Penalty: 5194.999512
	Iteration 78Q: 3 clusters Score -4223968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -4223963.000000 Penalty: 5194.999512
	Iteration 79Q: 3 clusters Score -4223963 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -4223964.000000 Penalty: 5194.999512
	Iteration 80F: 3 clusters Score -4223964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -4223962.500000 Penalty: 5194.999512
	Iteration 81Q: 3 clusters Score -4223962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -4223976.500000 Penalty: 5194.999512
	Iteration 82Q: 3 clusters Score -4223976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -4223966.500000 Penalty: 5194.999512
	Iteration 83Q: 3 clusters Score -4223966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -4223969.000000 Penalty: 5194.999512
	Iteration 84Q: 3 clusters Score -4223969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -4223964.000000 Penalty: 5194.999512
	Iteration 85Q: 3 clusters Score -4223964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -4223962.000000 Penalty: 5194.999512
	Iteration 86Q: 3 clusters Score -4223962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -4223961.000000 Penalty: 5194.999512
	Iteration 87Q: 3 clusters Score -4223961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -4223970.000000 Penalty: 5194.999512
	Iteration 88Q: 3 clusters Score -4223970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -4223981.500000 Penalty: 5194.999512
	Iteration 89Q: 3 clusters Score -4223982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -4223985.000000 Penalty: 5194.999512
	Iteration 90Q: 3 clusters Score -4223985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -4223990.500000 Penalty: 5194.999512
	Iteration 91Q: 3 clusters Score -4223990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -4223992.500000 Penalty: 5194.999512
	Iteration 92Q: 3 clusters Score -4223992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -4223988.000000 Penalty: 5194.999512
	Iteration 93Q: 3 clusters Score -4223988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -4223991.500000 Penalty: 5194.999512
	Iteration 94Q: 3 clusters Score -4223992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -4223995.000000 Penalty: 5194.999512
	Iteration 95Q: 3 clusters Score -4223995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -4224002.500000 Penalty: 5194.999512
	Iteration 96Q: 3 clusters Score -4224002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -4224005.000000 Penalty: 5194.999512
	Iteration 97Q: 3 clusters Score -4224005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -4224008.500000 Penalty: 5194.999512
	Iteration 98Q: 3 clusters Score -4224008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -4224012.000000 Penalty: 5194.999512
	Iteration 99Q: 3 clusters Score -4224012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -4224016.500000 Penalty: 5194.999512
	Iteration 100F: 3 clusters Score -4224016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -4224009.000000 Penalty: 5194.999512
	Iteration 101Q: 3 clusters Score -4224009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -4224010.000000 Penalty: 5194.999512
	Iteration 102Q: 3 clusters Score -4224010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -4224011.500000 Penalty: 5194.999512
	Iteration 103Q: 3 clusters Score -4224012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -4224013.000000 Penalty: 5194.999512
	Iteration 104Q: 3 clusters Score -4224013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -4224016.500000 Penalty: 5194.999512
	Iteration 105Q: 3 clusters Score -4224016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -4224021.500000 Penalty: 5194.999512
	Iteration 106Q: 3 clusters Score -4224022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -4224015.500000 Penalty: 5194.999512
	Iteration 107Q: 3 clusters Score -4224016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -4224016.500000 Penalty: 5194.999512
	Iteration 108Q: 3 clusters Score -4224016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -4224030.500000 Penalty: 5194.999512
	Iteration 109Q: 3 clusters Score -4224030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -4224019.500000 Penalty: 5194.999512
	Iteration 110Q: 3 clusters Score -4224020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -4224017.500000 Penalty: 5194.999512
	Iteration 111Q: 3 clusters Score -4224018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -4224015.500000 Penalty: 5194.999512
	Iteration 112Q: 3 clusters Score -4224016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -4224021.000000 Penalty: 5194.999512
	Iteration 113Q: 3 clusters Score -4224021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -4224020.500000 Penalty: 5194.999512
	Iteration 114Q: 3 clusters Score -4224020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -4224012.000000 Penalty: 5194.999512
	Iteration 115Q: 3 clusters Score -4224012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -4224016.500000 Penalty: 5194.999512
	Iteration 116Q: 3 clusters Score -4224016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -4224015.500000 Penalty: 5194.999512
	Iteration 117Q: 3 clusters Score -4224016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -4224015.000000 Penalty: 5194.999512
	Iteration 118Q: 3 clusters Score -4224015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -4224012.500000 Penalty: 5194.999512
	Iteration 119Q: 3 clusters Score -4224012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -4224015.500000 Penalty: 5194.999512
	Iteration 120F: 3 clusters Score -4224016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -4224005.500000 Penalty: 5194.999512
	Iteration 121Q: 3 clusters Score -4224006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -4224008.000000 Penalty: 5194.999512
	Iteration 122Q: 3 clusters Score -4224008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -4224009.000000 Penalty: 5194.999512
	Iteration 123Q: 3 clusters Score -4224009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -4224009.500000 Penalty: 5194.999512
	Iteration 124Q: 3 clusters Score -4224010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -4224014.500000 Penalty: 5194.999512
	Iteration 125Q: 3 clusters Score -4224014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -4224014.000000 Penalty: 5194.999512
	Iteration 126Q: 3 clusters Score -4224014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -4224013.500000 Penalty: 5194.999512
	Iteration 127Q: 3 clusters Score -4224014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -4224014.000000 Penalty: 5194.999512
	Iteration 128Q: 3 clusters Score -4224014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -4224015.000000 Penalty: 5194.999512
	Iteration 129Q: 3 clusters Score -4224015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -4224010.000000 Penalty: 5194.999512
	Iteration 130Q: 3 clusters Score -4224010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -4224011.000000 Penalty: 5194.999512
	Iteration 131Q: 3 clusters Score -4224011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -4224008.500000 Penalty: 5194.999512
	Iteration 132Q: 3 clusters Score -4224008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -4224010.500000 Penalty: 5194.999512
	Iteration 133Q: 3 clusters Score -4224010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -4224014.500000 Penalty: 5194.999512
	Iteration 134Q: 3 clusters Score -4224014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -4224011.000000 Penalty: 5194.999512
	Iteration 135Q: 3 clusters Score -4224011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -4224013.500000 Penalty: 5194.999512
	Iteration 136Q: 3 clusters Score -4224014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -4224013.500000 Penalty: 5194.999512
	Iteration 137Q: 3 clusters Score -4224014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -4224015.500000 Penalty: 5194.999512
	Iteration 138Q: 3 clusters Score -4224016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -4224013.500000 Penalty: 5194.999512
	Iteration 139Q: 3 clusters Score -4224014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -4224012.000000 Penalty: 5194.999512
	Iteration 140F: 3 clusters Score -4224012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -4224010.500000 Penalty: 5194.999512
	Iteration 141Q: 3 clusters Score -4224010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -4224011.000000 Penalty: 5194.999512
	Iteration 142Q: 3 clusters Score -4224011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -4224011.500000 Penalty: 5194.999512
	Iteration 143Q: 3 clusters Score -4224012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -4224011.000000 Penalty: 5194.999512
	Iteration 144Q: 3 clusters Score -4224011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -4224010.000000 Penalty: 5194.999512
	Iteration 145Q: 3 clusters Score -4224010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -4224009.500000 Penalty: 5194.999512
	Iteration 146Q: 3 clusters Score -4224010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -4224012.000000 Penalty: 5194.999512
	Iteration 147Q: 3 clusters Score -4224012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -4224012.000000 Penalty: 5194.999512
	Iteration 148F: 3 clusters Score -4224012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (167367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167367 members 
Entering Unmasked Estep 
Score: -20421218.000000 Penalty: 2982.930176
	Iteration 0F: 2 clusters Score -2.042122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83349 members 
Mstep: Class 2 contains 84018 members 
Entering Unmasked Estep 
Score: -20310586.000000 Penalty: 5965.860352
	Iteration 0F: 3 clusters Score -2.031059e+07 nChanged 80171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79490 members 
Mstep: Class 2 contains 87877 members 
Entering Unmasked Estep 
Score: -20356750.000000 Penalty: 5965.860352
	Iteration 1F: 3 clusters Score -2.035675e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76551 members 
Mstep: Class 2 contains 90816 members 
Entering Unmasked Estep 
Score: -20357826.000000 Penalty: 5965.860352
	Iteration 2Q: 3 clusters Score -2.035783e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Mstep: Class 2 contains 95525 members 
Entering Unmasked Estep 
Score: -20359702.000000 Penalty: 5965.860352
	Iteration 3Q: 3 clusters Score -2.03597e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64458 members 
Mstep: Class 2 contains 102909 members 
Entering Unmasked Estep 
Score: -20363012.000000 Penalty: 5965.860352
	Iteration 4Q: 3 clusters Score -2.036301e+07 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53514 members 
Mstep: Class 2 contains 113853 members 
Entering Unmasked Estep 
Score: -20369978.000000 Penalty: 5965.860352
	Iteration 5F: 3 clusters Score -2.036998e+07 nChanged 14750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 128509 members 
Entering Unmasked Estep 
Score: -20381852.000000 Penalty: 5965.860352
	Iteration 6F: 3 clusters Score -2.038185e+07 nChanged 16454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 144881 members 
Entering Unmasked Estep 
Score: -20398264.000000 Penalty: 5965.860352
	Iteration 7F: 3 clusters Score -2.039826e+07 nChanged 12691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 157504 members 
Entering Unmasked Estep 
Score: -20411004.000000 Penalty: 5965.860352
	Iteration 8F: 3 clusters Score -2.0411e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 163519 members 
Entering Unmasked Estep 
Score: -20416430.000000 Penalty: 5965.860352
	Iteration 9Q: 3 clusters Score -2.041643e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 165406 members 
Entering Unmasked Estep 
Score: -20418268.000000 Penalty: 5965.860352
	Iteration 10Q: 3 clusters Score -2.041827e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 165873 members 
Entering Unmasked Estep 
Score: -20418946.000000 Penalty: 5965.860352
	Iteration 11Q: 3 clusters Score -2.041895e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 165926 members 
Entering Unmasked Estep 
Score: -20419348.000000 Penalty: 5965.860352
	Iteration 12Q: 3 clusters Score -2.041935e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 165861 members 
Entering Unmasked Estep 
Score: -20419524.000000 Penalty: 5965.860352
	Iteration 13Q: 3 clusters Score -2.041952e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 165786 members 
Entering Unmasked Estep 
Score: -20419620.000000 Penalty: 5965.860352
	Iteration 14Q: 3 clusters Score -2.041962e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 165719 members 
Entering Unmasked Estep 
Score: -20419660.000000 Penalty: 5965.860352
	Iteration 15Q: 3 clusters Score -2.041966e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 165675 members 
Entering Unmasked Estep 
Score: -20419684.000000 Penalty: 5965.860352
	Iteration 16Q: 3 clusters Score -2.041968e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 165628 members 
Entering Unmasked Estep 
Score: -20419698.000000 Penalty: 5965.860352
	Iteration 17Q: 3 clusters Score -2.04197e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 165611 members 
Entering Unmasked Estep 
Score: -20419716.000000 Penalty: 5965.860352
	Iteration 18Q: 3 clusters Score -2.041972e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 165586 members 
Entering Unmasked Estep 
Score: -20419716.000000 Penalty: 5965.860352
	Iteration 19Q: 3 clusters Score -2.041972e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 165559 members 
Entering Unmasked Estep 
Score: -20419728.000000 Penalty: 5965.860352
	Iteration 20F: 3 clusters Score -2.041973e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 165533 members 
Entering Unmasked Estep 
Score: -20419750.000000 Penalty: 5965.860352
	Iteration 21Q: 3 clusters Score -2.041975e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 165518 members 
Entering Unmasked Estep 
Score: -20419730.000000 Penalty: 5965.860352
	Iteration 22Q: 3 clusters Score -2.041973e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 165501 members 
Entering Unmasked Estep 
Score: -20419744.000000 Penalty: 5965.860352
	Iteration 23Q: 3 clusters Score -2.041974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 165486 members 
Entering Unmasked Estep 
Score: -20419750.000000 Penalty: 5965.860352
	Iteration 24Q: 3 clusters Score -2.041975e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 165473 members 
Entering Unmasked Estep 
Score: -20419764.000000 Penalty: 5965.860352
	Iteration 25Q: 3 clusters Score -2.041976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 165461 members 
Entering Unmasked Estep 
Score: -20419768.000000 Penalty: 5965.860352
	Iteration 26Q: 3 clusters Score -2.041977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 165452 members 
Entering Unmasked Estep 
Score: -20419766.000000 Penalty: 5965.860352
	Iteration 27Q: 3 clusters Score -2.041977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 165444 members 
Entering Unmasked Estep 
Score: -20419766.000000 Penalty: 5965.860352
	Iteration 28Q: 3 clusters Score -2.041977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 165434 members 
Entering Unmasked Estep 
Score: -20419764.000000 Penalty: 5965.860352
	Iteration 29Q: 3 clusters Score -2.041976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 165422 members 
Entering Unmasked Estep 
Score: -20419790.000000 Penalty: 5965.860352
	Iteration 30Q: 3 clusters Score -2.041979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 165414 members 
Entering Unmasked Estep 
Score: -20419774.000000 Penalty: 5965.860352
	Iteration 31Q: 3 clusters Score -2.041977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 165408 members 
Entering Unmasked Estep 
Score: -20419776.000000 Penalty: 5965.860352
	Iteration 32Q: 3 clusters Score -2.041978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 165403 members 
Entering Unmasked Estep 
Score: -20419764.000000 Penalty: 5965.860352
	Iteration 33Q: 3 clusters Score -2.041976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 165391 members 
Entering Unmasked Estep 
Score: -20419776.000000 Penalty: 5965.860352
	Iteration 34Q: 3 clusters Score -2.041978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 165379 members 
Entering Unmasked Estep 
Score: -20419794.000000 Penalty: 5965.860352
	Iteration 35Q: 3 clusters Score -2.041979e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 165364 members 
Entering Unmasked Estep 
Score: -20419780.000000 Penalty: 5965.860352
	Iteration 36Q: 3 clusters Score -2.041978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 165354 members 
Entering Unmasked Estep 
Score: -20419800.000000 Penalty: 5965.860352
	Iteration 37Q: 3 clusters Score -2.04198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 165344 members 
Entering Unmasked Estep 
Score: -20419802.000000 Penalty: 5965.860352
	Iteration 38Q: 3 clusters Score -2.04198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 165334 members 
Entering Unmasked Estep 
Score: -20419808.000000 Penalty: 5965.860352
	Iteration 39Q: 3 clusters Score -2.041981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 165325 members 
Entering Unmasked Estep 
Score: -20419796.000000 Penalty: 5965.860352
	Iteration 40F: 3 clusters Score -2.04198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 165317 members 
Entering Unmasked Estep 
Score: -20419806.000000 Penalty: 5965.860352
	Iteration 41Q: 3 clusters Score -2.041981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 165312 members 
Entering Unmasked Estep 
Score: -20419810.000000 Penalty: 5965.860352
	Iteration 42Q: 3 clusters Score -2.041981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 165307 members 
Entering Unmasked Estep 
Score: -20419800.000000 Penalty: 5965.860352
	Iteration 43Q: 3 clusters Score -2.04198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 165298 members 
Entering Unmasked Estep 
Score: -20419806.000000 Penalty: 5965.860352
	Iteration 44Q: 3 clusters Score -2.041981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 165291 members 
Entering Unmasked Estep 
Score: -20419820.000000 Penalty: 5965.860352
	Iteration 45Q: 3 clusters Score -2.041982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 165289 members 
Entering Unmasked Estep 
Score: -20419818.000000 Penalty: 5965.860352
	Iteration 46Q: 3 clusters Score -2.041982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 165286 members 
Entering Unmasked Estep 
Score: -20419808.000000 Penalty: 5965.860352
	Iteration 47Q: 3 clusters Score -2.041981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 165282 members 
Entering Unmasked Estep 
Score: -20419818.000000 Penalty: 5965.860352
	Iteration 48Q: 3 clusters Score -2.041982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 165280 members 
Entering Unmasked Estep 
Score: -20419822.000000 Penalty: 5965.860352
	Iteration 49Q: 3 clusters Score -2.041982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 165281 members 
Entering Unmasked Estep 
Score: -20419814.000000 Penalty: 5965.860352
	Iteration 50Q: 3 clusters Score -2.041981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 165279 members 
Entering Unmasked Estep 
Score: -20419814.000000 Penalty: 5965.860352
	Iteration 51Q: 3 clusters Score -2.041981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 165280 members 
Entering Unmasked Estep 
Score: -20419808.000000 Penalty: 5965.860352
	Iteration 52Q: 3 clusters Score -2.041981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 165279 members 
Entering Unmasked Estep 
Score: -20419812.000000 Penalty: 5965.860352
	Iteration 53Q: 3 clusters Score -2.041981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 165280 members 
Entering Unmasked Estep 
Score: -20419800.000000 Penalty: 5965.860352
	Iteration 54Q: 3 clusters Score -2.04198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 165279 members 
Entering Unmasked Estep 
Score: -20419810.000000 Penalty: 5965.860352
	Iteration 55Q: 3 clusters Score -2.041981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 165279 members 
Entering Unmasked Estep 
Score: -20419810.000000 Penalty: 5965.860352
	Iteration 56F: 3 clusters Score -2.041981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -122278.062500 Penalty: 1760.602051
	Iteration 0F: 2 clusters Score -122278.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -120180.960938 Penalty: 3521.204102
	Iteration 0F: 3 clusters Score -120181 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -120575.695312 Penalty: 3521.204102
	Iteration 1F: 3 clusters Score -120575.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -120776.015625 Penalty: 3521.204102
	Iteration 2F: 3 clusters Score -120776 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -120955.515625 Penalty: 3521.204102
	Iteration 3F: 3 clusters Score -120955.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -121140.179688 Penalty: 3521.204102
	Iteration 4F: 3 clusters Score -121140.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -121274.820312 Penalty: 3521.204102
	Iteration 5Q: 3 clusters Score -121274.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -121460.062500 Penalty: 3521.204102
	Iteration 6Q: 3 clusters Score -121460.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -121604.359375 Penalty: 3521.204102
	Iteration 7Q: 3 clusters Score -121604.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -121734.554688 Penalty: 3521.204102
	Iteration 8Q: 3 clusters Score -121734.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -121865.921875 Penalty: 3521.204102
	Iteration 9Q: 3 clusters Score -121865.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -121968.484375 Penalty: 3521.204102
	Iteration 10Q: 3 clusters Score -121968.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -122030.421875 Penalty: 3521.204102
	Iteration 11Q: 3 clusters Score -122030.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -122084.023438 Penalty: 3521.204102
	Iteration 12Q: 3 clusters Score -122084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -122168.273438 Penalty: 3521.204102
	Iteration 13Q: 3 clusters Score -122168.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -122274.476562 Penalty: 3521.204102
	Iteration 14Q: 3 clusters Score -122274.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -122384.718750 Penalty: 3521.204102
	Iteration 15Q: 3 clusters Score -122384.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -122479.617188 Penalty: 3521.204102
	Iteration 16Q: 3 clusters Score -122479.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -122568.601562 Penalty: 3521.204102
	Iteration 17Q: 3 clusters Score -122568.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -122628.750000 Penalty: 3521.204102
	Iteration 18Q: 3 clusters Score -122628.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -122659.671875 Penalty: 3521.204102
	Iteration 19Q: 3 clusters Score -122659.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -122694.671875 Penalty: 3521.204102
	Iteration 20F: 3 clusters Score -122694.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -122713.023438 Penalty: 3521.204102
	Iteration 21Q: 3 clusters Score -122713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -122723.976562 Penalty: 3521.204102
	Iteration 22Q: 3 clusters Score -122724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -122731.375000 Penalty: 3521.204102
	Iteration 23Q: 3 clusters Score -122731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -122743.578125 Penalty: 3521.204102
	Iteration 24Q: 3 clusters Score -122743.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -122757.390625 Penalty: 3521.204102
	Iteration 25Q: 3 clusters Score -122757.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -122763.507812 Penalty: 3521.204102
	Iteration 26Q: 3 clusters Score -122763.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -122766.148438 Penalty: 3521.204102
	Iteration 27Q: 3 clusters Score -122766.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -122773.906250 Penalty: 3521.204102
	Iteration 28Q: 3 clusters Score -122773.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -122775.304688 Penalty: 3521.204102
	Iteration 29Q: 3 clusters Score -122775.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -122775.304688 Penalty: 3521.204102
	Iteration 30F: 3 clusters Score -122775.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 60231 members 
Mstep: Class 4 contains 213659 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 183729 members 
Mstep: Class 7 contains 11096 members 
Mstep: Class 8 contains 159637 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17192 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 35376 members 
Mstep: Class 19 contains 167367 members 
Mstep: Class 21 contains 810 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
Score: -104303432.000000 Penalty: 64462.460938
Splitting cluster 21 changes total score from -104304768.000000 to -104303432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Entering Unmasked Estep 
Score: -427250.812500 Penalty: 2040.918823
	Iteration 0F: 2 clusters Score -427250.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -423537.406250 Penalty: 4081.837646
	Iteration 0F: 3 clusters Score -423537.4 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -424324.843750 Penalty: 4081.837646
	Iteration 1F: 3 clusters Score -424324.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -424536.281250 Penalty: 4081.837646
	Iteration 2F: 3 clusters Score -424536.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -424672.343750 Penalty: 4081.837646
	Iteration 3F: 3 clusters Score -424672.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -424780.312500 Penalty: 4081.837646
	Iteration 4Q: 3 clusters Score -424780.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -424878.812500 Penalty: 4081.837646
	Iteration 5Q: 3 clusters Score -424878.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -424947.000000 Penalty: 4081.837646
	Iteration 6Q: 3 clusters Score -424947 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -425000.312500 Penalty: 4081.837646
	Iteration 7Q: 3 clusters Score -425000.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -425035.343750 Penalty: 4081.837646
	Iteration 8Q: 3 clusters Score -425035.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -425067.875000 Penalty: 4081.837646
	Iteration 9Q: 3 clusters Score -425067.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -425104.406250 Penalty: 4081.837646
	Iteration 10Q: 3 clusters Score -425104.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -425134.375000 Penalty: 4081.837646
	Iteration 11Q: 3 clusters Score -425134.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -425158.156250 Penalty: 4081.837646
	Iteration 12Q: 3 clusters Score -425158.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -425177.437500 Penalty: 4081.837646
	Iteration 13Q: 3 clusters Score -425177.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -425193.625000 Penalty: 4081.837646
	Iteration 14Q: 3 clusters Score -425193.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -425208.093750 Penalty: 4081.837646
	Iteration 15Q: 3 clusters Score -425208.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -425219.500000 Penalty: 4081.837646
	Iteration 16Q: 3 clusters Score -425219.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -425230.218750 Penalty: 4081.837646
	Iteration 17Q: 3 clusters Score -425230.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -425242.750000 Penalty: 4081.837646
	Iteration 18Q: 3 clusters Score -425242.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -425254.000000 Penalty: 4081.837646
	Iteration 19Q: 3 clusters Score -425254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -425261.687500 Penalty: 4081.837646
	Iteration 20F: 3 clusters Score -425261.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -425270.062500 Penalty: 4081.837646
	Iteration 21Q: 3 clusters Score -425270.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -425278.062500 Penalty: 4081.837646
	Iteration 22Q: 3 clusters Score -425278.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -425283.656250 Penalty: 4081.837646
	Iteration 23Q: 3 clusters Score -425283.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -425288.906250 Penalty: 4081.837646
	Iteration 24Q: 3 clusters Score -425288.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -425292.843750 Penalty: 4081.837646
	Iteration 25Q: 3 clusters Score -425292.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -425296.406250 Penalty: 4081.837646
	Iteration 26Q: 3 clusters Score -425296.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -425300.437500 Penalty: 4081.837646
	Iteration 27Q: 3 clusters Score -425300.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -425304.250000 Penalty: 4081.837646
	Iteration 28Q: 3 clusters Score -425304.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -425308.250000 Penalty: 4081.837646
	Iteration 29Q: 3 clusters Score -425308.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -425315.187500 Penalty: 4081.837646
	Iteration 30Q: 3 clusters Score -425315.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -425322.281250 Penalty: 4081.837646
	Iteration 31Q: 3 clusters Score -425322.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -425328.718750 Penalty: 4081.837646
	Iteration 32Q: 3 clusters Score -425328.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -425333.968750 Penalty: 4081.837646
	Iteration 33Q: 3 clusters Score -425334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -425342.156250 Penalty: 4081.837646
	Iteration 34Q: 3 clusters Score -425342.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -425349.781250 Penalty: 4081.837646
	Iteration 35Q: 3 clusters Score -425349.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -425357.593750 Penalty: 4081.837646
	Iteration 36Q: 3 clusters Score -425357.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -425363.687500 Penalty: 4081.837646
	Iteration 37Q: 3 clusters Score -425363.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -425367.156250 Penalty: 4081.837646
	Iteration 38Q: 3 clusters Score -425367.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -425374.625000 Penalty: 4081.837646
	Iteration 39Q: 3 clusters Score -425374.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -425383.437500 Penalty: 4081.837646
	Iteration 40F: 3 clusters Score -425383.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -425391.437500 Penalty: 4081.837646
	Iteration 41Q: 3 clusters Score -425391.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -425402.593750 Penalty: 4081.837646
	Iteration 42Q: 3 clusters Score -425402.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -425408.625000 Penalty: 4081.837646
	Iteration 43Q: 3 clusters Score -425408.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -425413.937500 Penalty: 4081.837646
	Iteration 44Q: 3 clusters Score -425413.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -425419.187500 Penalty: 4081.837646
	Iteration 45Q: 3 clusters Score -425419.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -425425.750000 Penalty: 4081.837646
	Iteration 46Q: 3 clusters Score -425425.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -425431.218750 Penalty: 4081.837646
	Iteration 47Q: 3 clusters Score -425431.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -425439.187500 Penalty: 4081.837646
	Iteration 48Q: 3 clusters Score -425439.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -425447.468750 Penalty: 4081.837646
	Iteration 49Q: 3 clusters Score -425447.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -425453.468750 Penalty: 4081.837646
	Iteration 50Q: 3 clusters Score -425453.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -425458.125000 Penalty: 4081.837646
	Iteration 51Q: 3 clusters Score -425458.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -425466.656250 Penalty: 4081.837646
	Iteration 52Q: 3 clusters Score -425466.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -425472.500000 Penalty: 4081.837646
	Iteration 53Q: 3 clusters Score -425472.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -425482.812500 Penalty: 4081.837646
	Iteration 54Q: 3 clusters Score -425482.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -425491.937500 Penalty: 4081.837646
	Iteration 55Q: 3 clusters Score -425491.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -425500.906250 Penalty: 4081.837646
	Iteration 56Q: 3 clusters Score -425500.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -425507.843750 Penalty: 4081.837646
	Iteration 57Q: 3 clusters Score -425507.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -425517.156250 Penalty: 4081.837646
	Iteration 58Q: 3 clusters Score -425517.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -425529.562500 Penalty: 4081.837646
	Iteration 59Q: 3 clusters Score -425529.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -425539.062500 Penalty: 4081.837646
	Iteration 60F: 3 clusters Score -425539.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -425547.031250 Penalty: 4081.837646
	Iteration 61Q: 3 clusters Score -425547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -425553.718750 Penalty: 4081.837646
	Iteration 62Q: 3 clusters Score -425553.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -425557.031250 Penalty: 4081.837646
	Iteration 63Q: 3 clusters Score -425557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -425562.093750 Penalty: 4081.837646
	Iteration 64Q: 3 clusters Score -425562.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -425568.312500 Penalty: 4081.837646
	Iteration 65Q: 3 clusters Score -425568.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -425573.437500 Penalty: 4081.837646
	Iteration 66Q: 3 clusters Score -425573.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -425577.093750 Penalty: 4081.837646
	Iteration 67Q: 3 clusters Score -425577.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -425578.750000 Penalty: 4081.837646
	Iteration 68Q: 3 clusters Score -425578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -425579.031250 Penalty: 4081.837646
	Iteration 69Q: 3 clusters Score -425579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -425580.781250 Penalty: 4081.837646
	Iteration 70Q: 3 clusters Score -425580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -425580.781250 Penalty: 4081.837646
	Iteration 71F: 3 clusters Score -425580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 60231 members 
Mstep: Class 4 contains 213659 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 183729 members 
Mstep: Class 7 contains 11096 members 
Mstep: Class 8 contains 159637 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17192 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35376 members 
Mstep: Class 19 contains 167367 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304664.000000 Penalty: 61069.699219
Iteration 399Q: 19 clusters Score -1.043047e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60237 members 
Mstep: Class 4 contains 213618 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 184150 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 159284 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17196 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35407 members 
Mstep: Class 19 contains 167313 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304712.000000 Penalty: 61069.699219
Iteration 400F: 19 clusters Score -1.043047e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60235 members 
Mstep: Class 4 contains 213563 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 184560 members 
Mstep: Class 7 contains 11091 members 
Mstep: Class 8 contains 158945 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17205 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35423 members 
Mstep: Class 19 contains 167285 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304824.000000 Penalty: 61069.699219
Iteration 401Q: 19 clusters Score -1.043048e+08 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60235 members 
Mstep: Class 4 contains 213474 members 
Mstep: Class 5 contains 3671 members 
Mstep: Class 6 contains 184987 members 
Mstep: Class 7 contains 11092 members 
Mstep: Class 8 contains 158639 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17211 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35438 members 
Mstep: Class 19 contains 167239 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304752.000000 Penalty: 61069.699219
Iteration 402Q: 19 clusters Score -1.043048e+08 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60241 members 
Mstep: Class 4 contains 213375 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 185422 members 
Mstep: Class 7 contains 11089 members 
Mstep: Class 8 contains 158312 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17231 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35452 members 
Mstep: Class 19 contains 167209 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305088.000000 Penalty: 61069.699219
Iteration 403Q: 19 clusters Score -1.043051e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60254 members 
Mstep: Class 4 contains 213256 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 185865 members 
Mstep: Class 7 contains 11080 members 
Mstep: Class 8 contains 158014 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17241 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35475 members 
Mstep: Class 19 contains 167158 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304920.000000 Penalty: 61069.699219
Iteration 404Q: 19 clusters Score -1.043049e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60265 members 
Mstep: Class 4 contains 213139 members 
Mstep: Class 5 contains 3669 members 
Mstep: Class 6 contains 186305 members 
Mstep: Class 7 contains 11074 members 
Mstep: Class 8 contains 157731 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17234 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35493 members 
Mstep: Class 19 contains 167115 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304672.000000 Penalty: 61069.699219
Iteration 405Q: 19 clusters Score -1.043047e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60267 members 
Mstep: Class 4 contains 213022 members 
Mstep: Class 5 contains 3665 members 
Mstep: Class 6 contains 186734 members 
Mstep: Class 7 contains 11068 members 
Mstep: Class 8 contains 157416 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17239 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35514 members 
Mstep: Class 19 contains 167109 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104304992.000000 Penalty: 61069.699219
Iteration 406Q: 19 clusters Score -1.04305e+08 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60269 members 
Mstep: Class 4 contains 212906 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 187140 members 
Mstep: Class 7 contains 11062 members 
Mstep: Class 8 contains 157130 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17234 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35545 members 
Mstep: Class 19 contains 167101 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305224.000000 Penalty: 61069.699219
Iteration 407Q: 19 clusters Score -1.043052e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60265 members 
Mstep: Class 4 contains 212778 members 
Mstep: Class 5 contains 3660 members 
Mstep: Class 6 contains 187530 members 
Mstep: Class 7 contains 11054 members 
Mstep: Class 8 contains 156880 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17230 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35587 members 
Mstep: Class 19 contains 167072 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305360.000000 Penalty: 61069.699219
Iteration 408Q: 19 clusters Score -1.043054e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60259 members 
Mstep: Class 4 contains 212698 members 
Mstep: Class 5 contains 3655 members 
Mstep: Class 6 contains 187834 members 
Mstep: Class 7 contains 11049 members 
Mstep: Class 8 contains 156657 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17225 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35621 members 
Mstep: Class 19 contains 167055 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305336.000000 Penalty: 61069.699219
Iteration 409Q: 19 clusters Score -1.043053e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60243 members 
Mstep: Class 4 contains 212614 members 
Mstep: Class 5 contains 3654 members 
Mstep: Class 6 contains 188119 members 
Mstep: Class 7 contains 11040 members 
Mstep: Class 8 contains 156448 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17248 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35665 members 
Mstep: Class 19 contains 167034 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305384.000000 Penalty: 61069.699219
Iteration 410Q: 19 clusters Score -1.043054e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60225 members 
Mstep: Class 4 contains 212523 members 
Mstep: Class 5 contains 3655 members 
Mstep: Class 6 contains 188434 members 
Mstep: Class 7 contains 11034 members 
Mstep: Class 8 contains 156235 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17259 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35693 members 
Mstep: Class 19 contains 167024 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305368.000000 Penalty: 61069.699219
Iteration 411Q: 19 clusters Score -1.043054e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60212 members 
Mstep: Class 4 contains 212443 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 188747 members 
Mstep: Class 7 contains 11023 members 
Mstep: Class 8 contains 156013 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17266 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35727 members 
Mstep: Class 19 contains 167004 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305536.000000 Penalty: 61069.699219
Iteration 412Q: 19 clusters Score -1.043055e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60205 members 
Mstep: Class 4 contains 212407 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 188994 members 
Mstep: Class 7 contains 11019 members 
Mstep: Class 8 contains 155821 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17263 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35751 members 
Mstep: Class 19 contains 166976 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305640.000000 Penalty: 61069.699219
Iteration 413Q: 19 clusters Score -1.043056e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60195 members 
Mstep: Class 4 contains 212368 members 
Mstep: Class 5 contains 3664 members 
Mstep: Class 6 contains 189257 members 
Mstep: Class 7 contains 11012 members 
Mstep: Class 8 contains 155605 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17269 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35797 members 
Mstep: Class 19 contains 166930 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305528.000000 Penalty: 61069.699219
Iteration 414Q: 19 clusters Score -1.043055e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60177 members 
Mstep: Class 4 contains 212346 members 
Mstep: Class 5 contains 3664 members 
Mstep: Class 6 contains 189492 members 
Mstep: Class 7 contains 11009 members 
Mstep: Class 8 contains 155388 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17281 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35833 members 
Mstep: Class 19 contains 166913 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104305856.000000 Penalty: 61069.699219
Iteration 415Q: 19 clusters Score -1.043059e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60172 members 
Mstep: Class 4 contains 212295 members 
Mstep: Class 5 contains 3669 members 
Mstep: Class 6 contains 189735 members 
Mstep: Class 7 contains 11003 members 
Mstep: Class 8 contains 155196 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17291 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35851 members 
Mstep: Class 19 contains 166893 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306008.000000 Penalty: 61069.699219
Iteration 416Q: 19 clusters Score -1.04306e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60175 members 
Mstep: Class 4 contains 212247 members 
Mstep: Class 5 contains 3678 members 
Mstep: Class 6 contains 189917 members 
Mstep: Class 7 contains 10989 members 
Mstep: Class 8 contains 155042 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17300 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35871 members 
Mstep: Class 19 contains 166887 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306024.000000 Penalty: 61069.699219
Iteration 417Q: 19 clusters Score -1.04306e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60168 members 
Mstep: Class 4 contains 212234 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 190072 members 
Mstep: Class 7 contains 10982 members 
Mstep: Class 8 contains 154902 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17298 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35893 members 
Mstep: Class 19 contains 166882 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306248.000000 Penalty: 61069.699219
Iteration 418Q: 19 clusters Score -1.043062e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60148 members 
Mstep: Class 4 contains 212250 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 190181 members 
Mstep: Class 7 contains 10978 members 
Mstep: Class 8 contains 154797 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17306 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35917 members 
Mstep: Class 19 contains 166866 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306568.000000 Penalty: 61069.699219
Iteration 419Q: 19 clusters Score -1.043066e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60136 members 
Mstep: Class 4 contains 212252 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 190313 members 
Mstep: Class 7 contains 10979 members 
Mstep: Class 8 contains 154677 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17323 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35930 members 
Mstep: Class 19 contains 166848 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306424.000000 Penalty: 61069.699219
Iteration 420F: 19 clusters Score -1.043064e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60110 members 
Mstep: Class 4 contains 212255 members 
Mstep: Class 5 contains 3695 members 
Mstep: Class 6 contains 190431 members 
Mstep: Class 7 contains 10977 members 
Mstep: Class 8 contains 154560 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17327 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35954 members 
Mstep: Class 19 contains 166846 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306352.000000 Penalty: 61069.699219
Iteration 421Q: 19 clusters Score -1.043064e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60089 members 
Mstep: Class 4 contains 212274 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 190500 members 
Mstep: Class 7 contains 10981 members 
Mstep: Class 8 contains 154469 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17339 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35973 members 
Mstep: Class 19 contains 166848 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306504.000000 Penalty: 61069.699219
Iteration 422Q: 19 clusters Score -1.043065e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60073 members 
Mstep: Class 4 contains 212247 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 190582 members 
Mstep: Class 7 contains 10982 members 
Mstep: Class 8 contains 154398 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17358 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 35999 members 
Mstep: Class 19 contains 166842 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306344.000000 Penalty: 61069.699219
Iteration 423Q: 19 clusters Score -1.043063e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60056 members 
Mstep: Class 4 contains 212232 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 190660 members 
Mstep: Class 7 contains 10982 members 
Mstep: Class 8 contains 154307 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17382 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36031 members 
Mstep: Class 19 contains 166837 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306416.000000 Penalty: 61069.699219
Iteration 424Q: 19 clusters Score -1.043064e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60045 members 
Mstep: Class 4 contains 212221 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 190716 members 
Mstep: Class 7 contains 10976 members 
Mstep: Class 8 contains 154221 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17394 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36069 members 
Mstep: Class 19 contains 166841 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306528.000000 Penalty: 61069.699219
Iteration 425Q: 19 clusters Score -1.043065e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60026 members 
Mstep: Class 4 contains 212253 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 190740 members 
Mstep: Class 7 contains 10972 members 
Mstep: Class 8 contains 154162 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17407 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36100 members 
Mstep: Class 19 contains 166824 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306608.000000 Penalty: 61069.699219
Iteration 426Q: 19 clusters Score -1.043066e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 60002 members 
Mstep: Class 4 contains 212288 members 
Mstep: Class 5 contains 3706 members 
Mstep: Class 6 contains 190762 members 
Mstep: Class 7 contains 10968 members 
Mstep: Class 8 contains 154104 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17412 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36131 members 
Mstep: Class 19 contains 166815 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306568.000000 Penalty: 61069.699219
Iteration 427Q: 19 clusters Score -1.043066e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59980 members 
Mstep: Class 4 contains 212322 members 
Mstep: Class 5 contains 3711 members 
Mstep: Class 6 contains 190779 members 
Mstep: Class 7 contains 10961 members 
Mstep: Class 8 contains 154057 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17419 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36157 members 
Mstep: Class 19 contains 166806 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306520.000000 Penalty: 61069.699219
Iteration 428Q: 19 clusters Score -1.043065e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59951 members 
Mstep: Class 4 contains 212368 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 190787 members 
Mstep: Class 7 contains 10951 members 
Mstep: Class 8 contains 154023 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17431 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36173 members 
Mstep: Class 19 contains 166793 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306512.000000 Penalty: 61069.699219
Iteration 429Q: 19 clusters Score -1.043065e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59923 members 
Mstep: Class 4 contains 212421 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 190778 members 
Mstep: Class 7 contains 10942 members 
Mstep: Class 8 contains 154005 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17445 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36182 members 
Mstep: Class 19 contains 166769 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306472.000000 Penalty: 61069.699219
Iteration 430Q: 19 clusters Score -1.043065e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59900 members 
Mstep: Class 4 contains 212473 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 190761 members 
Mstep: Class 7 contains 10933 members 
Mstep: Class 8 contains 154001 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17452 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36191 members 
Mstep: Class 19 contains 166747 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306528.000000 Penalty: 61069.699219
Iteration 431Q: 19 clusters Score -1.043065e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59877 members 
Mstep: Class 4 contains 212558 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 190705 members 
Mstep: Class 7 contains 10926 members 
Mstep: Class 8 contains 153987 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17455 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36212 members 
Mstep: Class 19 contains 166732 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306544.000000 Penalty: 61069.699219
Iteration 432Q: 19 clusters Score -1.043065e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59861 members 
Mstep: Class 4 contains 212630 members 
Mstep: Class 5 contains 3762 members 
Mstep: Class 6 contains 190662 members 
Mstep: Class 7 contains 10918 members 
Mstep: Class 8 contains 153971 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17457 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36224 members 
Mstep: Class 19 contains 166717 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306560.000000 Penalty: 61069.699219
Iteration 433Q: 19 clusters Score -1.043066e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59841 members 
Mstep: Class 4 contains 212702 members 
Mstep: Class 5 contains 3774 members 
Mstep: Class 6 contains 190640 members 
Mstep: Class 7 contains 10905 members 
Mstep: Class 8 contains 153934 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17462 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36240 members 
Mstep: Class 19 contains 166707 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306488.000000 Penalty: 61069.699219
Iteration 434Q: 19 clusters Score -1.043065e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59820 members 
Mstep: Class 4 contains 212782 members 
Mstep: Class 5 contains 3790 members 
Mstep: Class 6 contains 190615 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 153904 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17472 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36239 members 
Mstep: Class 19 contains 166684 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306632.000000 Penalty: 61069.699219
Iteration 435Q: 19 clusters Score -1.043066e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59799 members 
Mstep: Class 4 contains 212827 members 
Mstep: Class 5 contains 3801 members 
Mstep: Class 6 contains 190608 members 
Mstep: Class 7 contains 10893 members 
Mstep: Class 8 contains 153887 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17486 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36250 members 
Mstep: Class 19 contains 166659 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306688.000000 Penalty: 61069.699219
Iteration 436Q: 19 clusters Score -1.043067e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59785 members 
Mstep: Class 4 contains 212888 members 
Mstep: Class 5 contains 3805 members 
Mstep: Class 6 contains 190579 members 
Mstep: Class 7 contains 10889 members 
Mstep: Class 8 contains 153873 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17497 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36256 members 
Mstep: Class 19 contains 166642 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306568.000000 Penalty: 61069.699219
Iteration 437Q: 19 clusters Score -1.043066e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59775 members 
Mstep: Class 4 contains 212936 members 
Mstep: Class 5 contains 3813 members 
Mstep: Class 6 contains 190552 members 
Mstep: Class 7 contains 10882 members 
Mstep: Class 8 contains 153855 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 17499 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36269 members 
Mstep: Class 19 contains 166633 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306472.000000 Penalty: 61069.699219
Iteration 438Q: 19 clusters Score -1.043065e+08 nChanged 249
Entering ConstructFrom: 
Score: -104306472.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (5341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Entering Unmasked Estep 
Score: -642812.812500 Penalty: 2128.625732
	Iteration 0F: 2 clusters Score -642812.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -638096.250000 Penalty: 4257.251465
	Iteration 0F: 3 clusters Score -638096.2 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -639246.562500 Penalty: 4257.251465
	Iteration 1F: 3 clusters Score -639246.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -639457.125000 Penalty: 4257.251465
	Iteration 2F: 3 clusters Score -639457.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -639588.125000 Penalty: 4257.251465
	Iteration 3Q: 3 clusters Score -639588.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -639678.687500 Penalty: 4257.251465
	Iteration 4Q: 3 clusters Score -639678.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -639741.125000 Penalty: 4257.251465
	Iteration 5Q: 3 clusters Score -639741.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -639786.000000 Penalty: 4257.251465
	Iteration 6Q: 3 clusters Score -639786 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -639817.625000 Penalty: 4257.251465
	Iteration 7Q: 3 clusters Score -639817.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -639843.250000 Penalty: 4257.251465
	Iteration 8Q: 3 clusters Score -639843.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -639867.062500 Penalty: 4257.251465
	Iteration 9Q: 3 clusters Score -639867.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -639886.562500 Penalty: 4257.251465
	Iteration 10Q: 3 clusters Score -639886.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -639905.437500 Penalty: 4257.251465
	Iteration 11Q: 3 clusters Score -639905.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -639917.750000 Penalty: 4257.251465
	Iteration 12Q: 3 clusters Score -639917.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -639930.625000 Penalty: 4257.251465
	Iteration 13Q: 3 clusters Score -639930.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -639937.812500 Penalty: 4257.251465
	Iteration 14Q: 3 clusters Score -639937.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -639947.750000 Penalty: 4257.251465
	Iteration 15Q: 3 clusters Score -639947.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -639955.812500 Penalty: 4257.251465
	Iteration 16Q: 3 clusters Score -639955.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -639965.937500 Penalty: 4257.251465
	Iteration 17Q: 3 clusters Score -639965.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -639973.437500 Penalty: 4257.251465
	Iteration 18Q: 3 clusters Score -639973.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -639982.875000 Penalty: 4257.251465
	Iteration 19Q: 3 clusters Score -639982.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -639991.500000 Penalty: 4257.251465
	Iteration 20F: 3 clusters Score -639991.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -640005.187500 Penalty: 4257.251465
	Iteration 21Q: 3 clusters Score -640005.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -640012.062500 Penalty: 4257.251465
	Iteration 22Q: 3 clusters Score -640012.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -640016.250000 Penalty: 4257.251465
	Iteration 23Q: 3 clusters Score -640016.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -640020.250000 Penalty: 4257.251465
	Iteration 24Q: 3 clusters Score -640020.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -640025.000000 Penalty: 4257.251465
	Iteration 25Q: 3 clusters Score -640025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -640031.750000 Penalty: 4257.251465
	Iteration 26Q: 3 clusters Score -640031.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -640038.062500 Penalty: 4257.251465
	Iteration 27Q: 3 clusters Score -640038.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -640045.750000 Penalty: 4257.251465
	Iteration 28Q: 3 clusters Score -640045.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -640055.812500 Penalty: 4257.251465
	Iteration 29Q: 3 clusters Score -640055.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -640064.875000 Penalty: 4257.251465
	Iteration 30Q: 3 clusters Score -640064.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -640072.937500 Penalty: 4257.251465
	Iteration 31Q: 3 clusters Score -640072.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -640084.500000 Penalty: 4257.251465
	Iteration 32Q: 3 clusters Score -640084.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -640095.687500 Penalty: 4257.251465
	Iteration 33Q: 3 clusters Score -640095.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -640109.500000 Penalty: 4257.251465
	Iteration 34Q: 3 clusters Score -640109.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -640125.937500 Penalty: 4257.251465
	Iteration 35Q: 3 clusters Score -640125.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -640146.437500 Penalty: 4257.251465
	Iteration 36Q: 3 clusters Score -640146.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -640166.562500 Penalty: 4257.251465
	Iteration 37Q: 3 clusters Score -640166.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -640187.187500 Penalty: 4257.251465
	Iteration 38Q: 3 clusters Score -640187.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -640201.687500 Penalty: 4257.251465
	Iteration 39Q: 3 clusters Score -640201.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -640222.125000 Penalty: 4257.251465
	Iteration 40F: 3 clusters Score -640222.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -640243.812500 Penalty: 4257.251465
	Iteration 41Q: 3 clusters Score -640243.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -640270.625000 Penalty: 4257.251465
	Iteration 42Q: 3 clusters Score -640270.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -640293.062500 Penalty: 4257.251465
	Iteration 43Q: 3 clusters Score -640293.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -640312.250000 Penalty: 4257.251465
	Iteration 44Q: 3 clusters Score -640312.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -640331.312500 Penalty: 4257.251465
	Iteration 45Q: 3 clusters Score -640331.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -640347.812500 Penalty: 4257.251465
	Iteration 46Q: 3 clusters Score -640347.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -640363.562500 Penalty: 4257.251465
	Iteration 47Q: 3 clusters Score -640363.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -640380.062500 Penalty: 4257.251465
	Iteration 48Q: 3 clusters Score -640380.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -640392.500000 Penalty: 4257.251465
	Iteration 49Q: 3 clusters Score -640392.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -640407.812500 Penalty: 4257.251465
	Iteration 50Q: 3 clusters Score -640407.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -640425.187500 Penalty: 4257.251465
	Iteration 51Q: 3 clusters Score -640425.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -640445.250000 Penalty: 4257.251465
	Iteration 52Q: 3 clusters Score -640445.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -640463.625000 Penalty: 4257.251465
	Iteration 53Q: 3 clusters Score -640463.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -640495.375000 Penalty: 4257.251465
	Iteration 54Q: 3 clusters Score -640495.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -640531.812500 Penalty: 4257.251465
	Iteration 55Q: 3 clusters Score -640531.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -640563.437500 Penalty: 4257.251465
	Iteration 56Q: 3 clusters Score -640563.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -640585.625000 Penalty: 4257.251465
	Iteration 57Q: 3 clusters Score -640585.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -640609.000000 Penalty: 4257.251465
	Iteration 58Q: 3 clusters Score -640609 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -640633.187500 Penalty: 4257.251465
	Iteration 59Q: 3 clusters Score -640633.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -640652.500000 Penalty: 4257.251465
	Iteration 60F: 3 clusters Score -640652.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -640665.437500 Penalty: 4257.251465
	Iteration 61Q: 3 clusters Score -640665.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -640680.125000 Penalty: 4257.251465
	Iteration 62Q: 3 clusters Score -640680.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -640696.562500 Penalty: 4257.251465
	Iteration 63Q: 3 clusters Score -640696.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -640712.562500 Penalty: 4257.251465
	Iteration 64Q: 3 clusters Score -640712.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -640719.812500 Penalty: 4257.251465
	Iteration 65Q: 3 clusters Score -640719.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -640731.812500 Penalty: 4257.251465
	Iteration 66Q: 3 clusters Score -640731.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -640742.187500 Penalty: 4257.251465
	Iteration 67Q: 3 clusters Score -640742.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -640754.375000 Penalty: 4257.251465
	Iteration 68Q: 3 clusters Score -640754.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -640765.250000 Penalty: 4257.251465
	Iteration 69Q: 3 clusters Score -640765.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -640774.312500 Penalty: 4257.251465
	Iteration 70Q: 3 clusters Score -640774.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -640780.750000 Penalty: 4257.251465
	Iteration 71Q: 3 clusters Score -640780.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -640785.000000 Penalty: 4257.251465
	Iteration 72Q: 3 clusters Score -640785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -640787.000000 Penalty: 4257.251465
	Iteration 73Q: 3 clusters Score -640787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -640787.125000 Penalty: 4257.251465
	Iteration 74Q: 3 clusters Score -640787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -640789.812500 Penalty: 4257.251465
	Iteration 75Q: 3 clusters Score -640789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -640791.500000 Penalty: 4257.251465
	Iteration 76Q: 3 clusters Score -640791.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -640792.375000 Penalty: 4257.251465
	Iteration 77Q: 3 clusters Score -640792.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -640792.500000 Penalty: 4257.251465
	Iteration 78Q: 3 clusters Score -640792.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -640793.500000 Penalty: 4257.251465
	Iteration 79Q: 3 clusters Score -640793.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -640794.000000 Penalty: 4257.251465
	Iteration 80F: 3 clusters Score -640794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -640796.812500 Penalty: 4257.251465
	Iteration 81Q: 3 clusters Score -640796.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -640797.687500 Penalty: 4257.251465
	Iteration 82Q: 3 clusters Score -640797.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -640799.625000 Penalty: 4257.251465
	Iteration 83Q: 3 clusters Score -640799.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -640801.000000 Penalty: 4257.251465
	Iteration 84Q: 3 clusters Score -640801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -640801.937500 Penalty: 4257.251465
	Iteration 85Q: 3 clusters Score -640801.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -640804.312500 Penalty: 4257.251465
	Iteration 86Q: 3 clusters Score -640804.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -640808.375000 Penalty: 4257.251465
	Iteration 87Q: 3 clusters Score -640808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -640809.750000 Penalty: 4257.251465
	Iteration 88Q: 3 clusters Score -640809.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -640812.687500 Penalty: 4257.251465
	Iteration 89Q: 3 clusters Score -640812.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -640814.562500 Penalty: 4257.251465
	Iteration 90Q: 3 clusters Score -640814.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -640817.937500 Penalty: 4257.251465
	Iteration 91Q: 3 clusters Score -640817.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -640822.562500 Penalty: 4257.251465
	Iteration 92Q: 3 clusters Score -640822.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -640825.000000 Penalty: 4257.251465
	Iteration 93Q: 3 clusters Score -640825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -640831.875000 Penalty: 4257.251465
	Iteration 94Q: 3 clusters Score -640831.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -640837.625000 Penalty: 4257.251465
	Iteration 95Q: 3 clusters Score -640837.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -640842.937500 Penalty: 4257.251465
	Iteration 96Q: 3 clusters Score -640842.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -640844.250000 Penalty: 4257.251465
	Iteration 97Q: 3 clusters Score -640844.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -640848.562500 Penalty: 4257.251465
	Iteration 98Q: 3 clusters Score -640848.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -640850.625000 Penalty: 4257.251465
	Iteration 99Q: 3 clusters Score -640850.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -640851.000000 Penalty: 4257.251465
	Iteration 100F: 3 clusters Score -640851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -640854.750000 Penalty: 4257.251465
	Iteration 101Q: 3 clusters Score -640854.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -640857.812500 Penalty: 4257.251465
	Iteration 102Q: 3 clusters Score -640857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -640858.937500 Penalty: 4257.251465
	Iteration 103Q: 3 clusters Score -640858.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -640862.687500 Penalty: 4257.251465
	Iteration 104Q: 3 clusters Score -640862.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -640866.687500 Penalty: 4257.251465
	Iteration 105Q: 3 clusters Score -640866.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -640866.562500 Penalty: 4257.251465
	Iteration 106Q: 3 clusters Score -640866.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -640867.500000 Penalty: 4257.251465
	Iteration 107Q: 3 clusters Score -640867.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -640867.500000 Penalty: 4257.251465
	Iteration 108F: 3 clusters Score -640867.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -52480.910156 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -52480.91 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 247 members 
Entering Unmasked Estep 
Score: -50988.621094 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -50988.62 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51294.414062 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -51294.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51381.992188 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -51381.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51408.308594 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -51408.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51429.148438 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -51429.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51442.441406 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -51442.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51454.359375 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -51454.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51459.464844 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -51459.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51463.464844 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -51463.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51473.613281 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -51473.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51492.542969 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -51492.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51513.746094 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -51513.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51528.960938 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -51528.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51536.878906 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -51536.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51537.699219 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -51537.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51537.699219 Penalty: 3115.076416
	Iteration 15F: 3 clusters Score -51537.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (59759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59759 members 
Entering Unmasked Estep 
Score: -7338984.000000 Penalty: 2727.522705
	Iteration 0F: 2 clusters Score -7338984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -7299032.000000 Penalty: 5455.045410
	Iteration 0F: 3 clusters Score -7299032 nChanged 27667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -7314180.500000 Penalty: 5455.045410
	Iteration 1F: 3 clusters Score -7314180 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -7314731.500000 Penalty: 5455.045410
	Iteration 2Q: 3 clusters Score -7314732 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -7315400.000000 Penalty: 5455.045410
	Iteration 3Q: 3 clusters Score -7315400 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -7316366.000000 Penalty: 5455.045410
	Iteration 4Q: 3 clusters Score -7316366 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -7317799.000000 Penalty: 5455.045410
	Iteration 5F: 3 clusters Score -7317799 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -7320320.500000 Penalty: 5455.045410
	Iteration 6F: 3 clusters Score -7320320 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -7324200.000000 Penalty: 5455.045410
	Iteration 7F: 3 clusters Score -7324200 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -7329005.500000 Penalty: 5455.045410
	Iteration 8F: 3 clusters Score -7329006 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -7332925.000000 Penalty: 5455.045410
	Iteration 9F: 3 clusters Score -7332925 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -7335212.000000 Penalty: 5455.045410
	Iteration 10Q: 3 clusters Score -7335212 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -7336129.500000 Penalty: 5455.045410
	Iteration 11Q: 3 clusters Score -7336130 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -7336468.500000 Penalty: 5455.045410
	Iteration 12Q: 3 clusters Score -7336468 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 58994 members 
Entering Unmasked Estep 
Score: -7336636.000000 Penalty: 5455.045410
	Iteration 13Q: 3 clusters Score -7336636 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
Score: -7336711.000000 Penalty: 5455.045410
	Iteration 14Q: 3 clusters Score -7336711 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -7336746.000000 Penalty: 5455.045410
	Iteration 15Q: 3 clusters Score -7336746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -7336771.500000 Penalty: 5455.045410
	Iteration 16Q: 3 clusters Score -7336772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -7336815.000000 Penalty: 5455.045410
	Iteration 17Q: 3 clusters Score -7336815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -7336824.500000 Penalty: 5455.045410
	Iteration 18Q: 3 clusters Score -7336824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -7336836.000000 Penalty: 5455.045410
	Iteration 19Q: 3 clusters Score -7336836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -7336836.500000 Penalty: 5455.045410
	Iteration 20F: 3 clusters Score -7336836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -7336834.500000 Penalty: 5455.045410
	Iteration 21Q: 3 clusters Score -7336834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -7336842.500000 Penalty: 5455.045410
	Iteration 22Q: 3 clusters Score -7336842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 59180 members 
Entering Unmasked Estep 
Score: -7336843.000000 Penalty: 5455.045410
	Iteration 23Q: 3 clusters Score -7336843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -7336846.000000 Penalty: 5455.045410
	Iteration 24Q: 3 clusters Score -7336846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -7336845.500000 Penalty: 5455.045410
	Iteration 25Q: 3 clusters Score -7336846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 59188 members 
Entering Unmasked Estep 
Score: -7336845.000000 Penalty: 5455.045410
	Iteration 26Q: 3 clusters Score -7336845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 59189 members 
Entering Unmasked Estep 
Score: -7336849.500000 Penalty: 5455.045410
	Iteration 27Q: 3 clusters Score -7336850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 59191 members 
Entering Unmasked Estep 
Score: -7336845.000000 Penalty: 5455.045410
	Iteration 28Q: 3 clusters Score -7336845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -7336853.000000 Penalty: 5455.045410
	Iteration 29Q: 3 clusters Score -7336853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -7336853.000000 Penalty: 5455.045410
	Iteration 30F: 3 clusters Score -7336853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (212990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212990 members 
Entering Unmasked Estep 
Score: -25808146.000000 Penalty: 3042.711914
	Iteration 0F: 2 clusters Score -2.580815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106412 members 
Mstep: Class 2 contains 106578 members 
Entering Unmasked Estep 
Score: -25668106.000000 Penalty: 6085.423828
	Iteration 0F: 3 clusters Score -2.566811e+07 nChanged 102259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104669 members 
Mstep: Class 2 contains 108321 members 
Entering Unmasked Estep 
Score: -25727784.000000 Penalty: 6085.423828
	Iteration 1F: 3 clusters Score -2.572778e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103280 members 
Mstep: Class 2 contains 109710 members 
Entering Unmasked Estep 
Score: -25728668.000000 Penalty: 6085.423828
	Iteration 2Q: 3 clusters Score -2.572867e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101187 members 
Mstep: Class 2 contains 111803 members 
Entering Unmasked Estep 
Score: -25729946.000000 Penalty: 6085.423828
	Iteration 3Q: 3 clusters Score -2.572995e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98043 members 
Mstep: Class 2 contains 114947 members 
Entering Unmasked Estep 
Score: -25731648.000000 Penalty: 6085.423828
	Iteration 4Q: 3 clusters Score -2.573165e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93293 members 
Mstep: Class 2 contains 119697 members 
Entering Unmasked Estep 
Score: -25734088.000000 Penalty: 6085.423828
	Iteration 5Q: 3 clusters Score -2.573409e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86350 members 
Mstep: Class 2 contains 126640 members 
Entering Unmasked Estep 
Score: -25737668.000000 Penalty: 6085.423828
	Iteration 6Q: 3 clusters Score -2.573767e+07 nChanged 11434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 136426 members 
Entering Unmasked Estep 
Score: -25743922.000000 Penalty: 6085.423828
	Iteration 7F: 3 clusters Score -2.574392e+07 nChanged 13541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 2 contains 148811 members 
Entering Unmasked Estep 
Score: -25752462.000000 Penalty: 6085.423828
	Iteration 8F: 3 clusters Score -2.575246e+07 nChanged 15006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 163271 members 
Entering Unmasked Estep 
Score: -25763316.000000 Penalty: 6085.423828
	Iteration 9F: 3 clusters Score -2.576332e+07 nChanged 14934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 178049 members 
Entering Unmasked Estep 
Score: -25775224.000000 Penalty: 6085.423828
	Iteration 10F: 3 clusters Score -2.577522e+07 nChanged 13361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 191394 members 
Entering Unmasked Estep 
Score: -25786616.000000 Penalty: 6085.423828
	Iteration 11F: 3 clusters Score -2.578662e+07 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 201660 members 
Entering Unmasked Estep 
Score: -25795712.000000 Penalty: 6085.423828
	Iteration 12Q: 3 clusters Score -2.579571e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 207917 members 
Entering Unmasked Estep 
Score: -25801058.000000 Penalty: 6085.423828
	Iteration 13Q: 3 clusters Score -2.580106e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 210885 members 
Entering Unmasked Estep 
Score: -25803694.000000 Penalty: 6085.423828
	Iteration 14Q: 3 clusters Score -2.580369e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 211996 members 
Entering Unmasked Estep 
Score: -25804800.000000 Penalty: 6085.423828
	Iteration 15Q: 3 clusters Score -2.58048e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 212362 members 
Entering Unmasked Estep 
Score: -25805178.000000 Penalty: 6085.423828
	Iteration 16Q: 3 clusters Score -2.580518e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 212510 members 
Entering Unmasked Estep 
Score: -25805310.000000 Penalty: 6085.423828
	Iteration 17Q: 3 clusters Score -2.580531e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 212577 members 
Entering Unmasked Estep 
Score: -25805348.000000 Penalty: 6085.423828
	Iteration 18Q: 3 clusters Score -2.580535e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 212605 members 
Entering Unmasked Estep 
Score: -25805400.000000 Penalty: 6085.423828
	Iteration 19Q: 3 clusters Score -2.58054e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 212625 members 
Entering Unmasked Estep 
Score: -25805444.000000 Penalty: 6085.423828
	Iteration 20F: 3 clusters Score -2.580544e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 212643 members 
Entering Unmasked Estep 
Score: -25805470.000000 Penalty: 6085.423828
	Iteration 21Q: 3 clusters Score -2.580547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 212656 members 
Entering Unmasked Estep 
Score: -25805470.000000 Penalty: 6085.423828
	Iteration 22Q: 3 clusters Score -2.580547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 212660 members 
Entering Unmasked Estep 
Score: -25805496.000000 Penalty: 6085.423828
	Iteration 23Q: 3 clusters Score -2.58055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 212669 members 
Entering Unmasked Estep 
Score: -25805500.000000 Penalty: 6085.423828
	Iteration 24Q: 3 clusters Score -2.58055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 212675 members 
Entering Unmasked Estep 
Score: -25805514.000000 Penalty: 6085.423828
	Iteration 25Q: 3 clusters Score -2.580551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 212680 members 
Entering Unmasked Estep 
Score: -25805514.000000 Penalty: 6085.423828
	Iteration 26Q: 3 clusters Score -2.580551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 212683 members 
Entering Unmasked Estep 
Score: -25805528.000000 Penalty: 6085.423828
	Iteration 27Q: 3 clusters Score -2.580553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 212685 members 
Entering Unmasked Estep 
Score: -25805524.000000 Penalty: 6085.423828
	Iteration 28Q: 3 clusters Score -2.580552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 212686 members 
Entering Unmasked Estep 
Score: -25805542.000000 Penalty: 6085.423828
	Iteration 29Q: 3 clusters Score -2.580554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 212687 members 
Entering Unmasked Estep 
Score: -25805542.000000 Penalty: 6085.423828
	Iteration 30Q: 3 clusters Score -2.580554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 212688 members 
Entering Unmasked Estep 
Score: -25805552.000000 Penalty: 6085.423828
	Iteration 31Q: 3 clusters Score -2.580555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 212688 members 
Entering Unmasked Estep 
Score: -25805552.000000 Penalty: 6085.423828
	Iteration 32F: 3 clusters Score -2.580555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -454709.718750 Penalty: 2045.570312
	Iteration 0F: 2 clusters Score -454709.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -450956.593750 Penalty: 4091.140625
	Iteration 0F: 3 clusters Score -450956.6 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -451725.656250 Penalty: 4091.140625
	Iteration 1F: 3 clusters Score -451725.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -451877.812500 Penalty: 4091.140625
	Iteration 2F: 3 clusters Score -451877.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -451967.250000 Penalty: 4091.140625
	Iteration 3Q: 3 clusters Score -451967.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -452025.906250 Penalty: 4091.140625
	Iteration 4Q: 3 clusters Score -452025.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -452069.500000 Penalty: 4091.140625
	Iteration 5Q: 3 clusters Score -452069.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -452101.437500 Penalty: 4091.140625
	Iteration 6Q: 3 clusters Score -452101.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -452125.468750 Penalty: 4091.140625
	Iteration 7Q: 3 clusters Score -452125.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -452145.406250 Penalty: 4091.140625
	Iteration 8Q: 3 clusters Score -452145.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -452159.500000 Penalty: 4091.140625
	Iteration 9Q: 3 clusters Score -452159.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -452173.750000 Penalty: 4091.140625
	Iteration 10Q: 3 clusters Score -452173.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -452187.250000 Penalty: 4091.140625
	Iteration 11Q: 3 clusters Score -452187.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -452193.000000 Penalty: 4091.140625
	Iteration 12Q: 3 clusters Score -452193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -452198.843750 Penalty: 4091.140625
	Iteration 13Q: 3 clusters Score -452198.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -452204.218750 Penalty: 4091.140625
	Iteration 14Q: 3 clusters Score -452204.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -452210.750000 Penalty: 4091.140625
	Iteration 15Q: 3 clusters Score -452210.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -452215.687500 Penalty: 4091.140625
	Iteration 16Q: 3 clusters Score -452215.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -452219.343750 Penalty: 4091.140625
	Iteration 17Q: 3 clusters Score -452219.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -452221.718750 Penalty: 4091.140625
	Iteration 18Q: 3 clusters Score -452221.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -452224.218750 Penalty: 4091.140625
	Iteration 19Q: 3 clusters Score -452224.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -452226.718750 Penalty: 4091.140625
	Iteration 20F: 3 clusters Score -452226.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -452229.375000 Penalty: 4091.140625
	Iteration 21Q: 3 clusters Score -452229.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -452231.750000 Penalty: 4091.140625
	Iteration 22Q: 3 clusters Score -452231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -452232.687500 Penalty: 4091.140625
	Iteration 23Q: 3 clusters Score -452232.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -452233.750000 Penalty: 4091.140625
	Iteration 24Q: 3 clusters Score -452233.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -452235.406250 Penalty: 4091.140625
	Iteration 25Q: 3 clusters Score -452235.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -452236.500000 Penalty: 4091.140625
	Iteration 26Q: 3 clusters Score -452236.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -452237.593750 Penalty: 4091.140625
	Iteration 27Q: 3 clusters Score -452237.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -452238.406250 Penalty: 4091.140625
	Iteration 28Q: 3 clusters Score -452238.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -452238.781250 Penalty: 4091.140625
	Iteration 29Q: 3 clusters Score -452238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -452242.062500 Penalty: 4091.140625
	Iteration 30Q: 3 clusters Score -452242.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -452245.406250 Penalty: 4091.140625
	Iteration 31Q: 3 clusters Score -452245.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -452251.937500 Penalty: 4091.140625
	Iteration 32Q: 3 clusters Score -452251.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -452255.437500 Penalty: 4091.140625
	Iteration 33Q: 3 clusters Score -452255.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -452256.250000 Penalty: 4091.140625
	Iteration 34Q: 3 clusters Score -452256.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -452258.437500 Penalty: 4091.140625
	Iteration 35Q: 3 clusters Score -452258.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -452260.937500 Penalty: 4091.140625
	Iteration 36Q: 3 clusters Score -452260.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -452263.593750 Penalty: 4091.140625
	Iteration 37Q: 3 clusters Score -452263.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -452266.437500 Penalty: 4091.140625
	Iteration 38Q: 3 clusters Score -452266.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -452270.812500 Penalty: 4091.140625
	Iteration 39Q: 3 clusters Score -452270.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -452275.000000 Penalty: 4091.140625
	Iteration 40F: 3 clusters Score -452275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -452278.843750 Penalty: 4091.140625
	Iteration 41Q: 3 clusters Score -452278.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -452280.687500 Penalty: 4091.140625
	Iteration 42Q: 3 clusters Score -452280.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -452288.625000 Penalty: 4091.140625
	Iteration 43Q: 3 clusters Score -452288.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -452292.906250 Penalty: 4091.140625
	Iteration 44Q: 3 clusters Score -452292.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -452295.406250 Penalty: 4091.140625
	Iteration 45Q: 3 clusters Score -452295.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -452299.562500 Penalty: 4091.140625
	Iteration 46Q: 3 clusters Score -452299.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -452300.000000 Penalty: 4091.140625
	Iteration 47Q: 3 clusters Score -452300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -452302.562500 Penalty: 4091.140625
	Iteration 48Q: 3 clusters Score -452302.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -452305.218750 Penalty: 4091.140625
	Iteration 49Q: 3 clusters Score -452305.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -452308.281250 Penalty: 4091.140625
	Iteration 50Q: 3 clusters Score -452308.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -452310.687500 Penalty: 4091.140625
	Iteration 51Q: 3 clusters Score -452310.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -452313.250000 Penalty: 4091.140625
	Iteration 52Q: 3 clusters Score -452313.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -452318.343750 Penalty: 4091.140625
	Iteration 53Q: 3 clusters Score -452318.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -452320.718750 Penalty: 4091.140625
	Iteration 54Q: 3 clusters Score -452320.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -452324.093750 Penalty: 4091.140625
	Iteration 55Q: 3 clusters Score -452324.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -452325.062500 Penalty: 4091.140625
	Iteration 56Q: 3 clusters Score -452325.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -452329.343750 Penalty: 4091.140625
	Iteration 57Q: 3 clusters Score -452329.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -452332.625000 Penalty: 4091.140625
	Iteration 58Q: 3 clusters Score -452332.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -452337.656250 Penalty: 4091.140625
	Iteration 59Q: 3 clusters Score -452337.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -452340.968750 Penalty: 4091.140625
	Iteration 60F: 3 clusters Score -452341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -452343.562500 Penalty: 4091.140625
	Iteration 61Q: 3 clusters Score -452343.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -452350.218750 Penalty: 4091.140625
	Iteration 62Q: 3 clusters Score -452350.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -452356.687500 Penalty: 4091.140625
	Iteration 63Q: 3 clusters Score -452356.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -452364.031250 Penalty: 4091.140625
	Iteration 64Q: 3 clusters Score -452364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -452368.843750 Penalty: 4091.140625
	Iteration 65Q: 3 clusters Score -452368.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -452372.406250 Penalty: 4091.140625
	Iteration 66Q: 3 clusters Score -452372.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -452377.562500 Penalty: 4091.140625
	Iteration 67Q: 3 clusters Score -452377.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -452381.062500 Penalty: 4091.140625
	Iteration 68Q: 3 clusters Score -452381.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -452384.531250 Penalty: 4091.140625
	Iteration 69Q: 3 clusters Score -452384.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -452388.187500 Penalty: 4091.140625
	Iteration 70Q: 3 clusters Score -452388.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -452392.593750 Penalty: 4091.140625
	Iteration 71Q: 3 clusters Score -452392.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -452395.906250 Penalty: 4091.140625
	Iteration 72Q: 3 clusters Score -452395.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -452398.500000 Penalty: 4091.140625
	Iteration 73Q: 3 clusters Score -452398.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -452403.312500 Penalty: 4091.140625
	Iteration 74Q: 3 clusters Score -452403.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -452406.968750 Penalty: 4091.140625
	Iteration 75Q: 3 clusters Score -452407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -452408.843750 Penalty: 4091.140625
	Iteration 76Q: 3 clusters Score -452408.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -452411.906250 Penalty: 4091.140625
	Iteration 77Q: 3 clusters Score -452411.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -452412.593750 Penalty: 4091.140625
	Iteration 78Q: 3 clusters Score -452412.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -452413.437500 Penalty: 4091.140625
	Iteration 79Q: 3 clusters Score -452413.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -452414.218750 Penalty: 4091.140625
	Iteration 80F: 3 clusters Score -452414.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -452415.406250 Penalty: 4091.140625
	Iteration 81Q: 3 clusters Score -452415.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -452416.625000 Penalty: 4091.140625
	Iteration 82Q: 3 clusters Score -452416.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -452419.562500 Penalty: 4091.140625
	Iteration 83Q: 3 clusters Score -452419.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -452420.312500 Penalty: 4091.140625
	Iteration 84Q: 3 clusters Score -452420.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -452422.406250 Penalty: 4091.140625
	Iteration 85Q: 3 clusters Score -452422.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -452423.687500 Penalty: 4091.140625
	Iteration 86Q: 3 clusters Score -452423.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -452425.500000 Penalty: 4091.140625
	Iteration 87Q: 3 clusters Score -452425.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -452427.843750 Penalty: 4091.140625
	Iteration 88Q: 3 clusters Score -452427.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -452428.750000 Penalty: 4091.140625
	Iteration 89Q: 3 clusters Score -452428.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -452430.531250 Penalty: 4091.140625
	Iteration 90Q: 3 clusters Score -452430.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -452434.218750 Penalty: 4091.140625
	Iteration 91Q: 3 clusters Score -452434.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -452436.781250 Penalty: 4091.140625
	Iteration 92Q: 3 clusters Score -452436.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -452438.531250 Penalty: 4091.140625
	Iteration 93Q: 3 clusters Score -452438.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -452441.093750 Penalty: 4091.140625
	Iteration 94Q: 3 clusters Score -452441.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -452445.468750 Penalty: 4091.140625
	Iteration 95Q: 3 clusters Score -452445.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -452450.031250 Penalty: 4091.140625
	Iteration 96Q: 3 clusters Score -452450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -452458.843750 Penalty: 4091.140625
	Iteration 97Q: 3 clusters Score -452458.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -452466.375000 Penalty: 4091.140625
	Iteration 98Q: 3 clusters Score -452466.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -452476.312500 Penalty: 4091.140625
	Iteration 99Q: 3 clusters Score -452476.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -452485.468750 Penalty: 4091.140625
	Iteration 100F: 3 clusters Score -452485.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -452496.218750 Penalty: 4091.140625
	Iteration 101Q: 3 clusters Score -452496.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -452503.718750 Penalty: 4091.140625
	Iteration 102Q: 3 clusters Score -452503.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -452508.593750 Penalty: 4091.140625
	Iteration 103Q: 3 clusters Score -452508.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -452514.156250 Penalty: 4091.140625
	Iteration 104Q: 3 clusters Score -452514.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -452521.593750 Penalty: 4091.140625
	Iteration 105Q: 3 clusters Score -452521.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -452526.750000 Penalty: 4091.140625
	Iteration 106Q: 3 clusters Score -452526.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -452533.281250 Penalty: 4091.140625
	Iteration 107Q: 3 clusters Score -452533.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -452539.218750 Penalty: 4091.140625
	Iteration 108Q: 3 clusters Score -452539.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -452543.125000 Penalty: 4091.140625
	Iteration 109Q: 3 clusters Score -452543.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -452547.812500 Penalty: 4091.140625
	Iteration 110Q: 3 clusters Score -452547.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -452550.156250 Penalty: 4091.140625
	Iteration 111Q: 3 clusters Score -452550.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -452554.781250 Penalty: 4091.140625
	Iteration 112Q: 3 clusters Score -452554.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -452561.156250 Penalty: 4091.140625
	Iteration 113Q: 3 clusters Score -452561.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -452569.000000 Penalty: 4091.140625
	Iteration 114Q: 3 clusters Score -452569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -452577.156250 Penalty: 4091.140625
	Iteration 115Q: 3 clusters Score -452577.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -452585.968750 Penalty: 4091.140625
	Iteration 116Q: 3 clusters Score -452586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -452592.312500 Penalty: 4091.140625
	Iteration 117Q: 3 clusters Score -452592.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -452598.531250 Penalty: 4091.140625
	Iteration 118Q: 3 clusters Score -452598.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -452605.312500 Penalty: 4091.140625
	Iteration 119Q: 3 clusters Score -452605.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -452611.125000 Penalty: 4091.140625
	Iteration 120F: 3 clusters Score -452611.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -452615.406250 Penalty: 4091.140625
	Iteration 121Q: 3 clusters Score -452615.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -452621.468750 Penalty: 4091.140625
	Iteration 122Q: 3 clusters Score -452621.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -452627.562500 Penalty: 4091.140625
	Iteration 123Q: 3 clusters Score -452627.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -452630.906250 Penalty: 4091.140625
	Iteration 124Q: 3 clusters Score -452630.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -452634.406250 Penalty: 4091.140625
	Iteration 125Q: 3 clusters Score -452634.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -452636.906250 Penalty: 4091.140625
	Iteration 126Q: 3 clusters Score -452636.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -452639.093750 Penalty: 4091.140625
	Iteration 127Q: 3 clusters Score -452639.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -452640.468750 Penalty: 4091.140625
	Iteration 128Q: 3 clusters Score -452640.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -452645.625000 Penalty: 4091.140625
	Iteration 129Q: 3 clusters Score -452645.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -452652.468750 Penalty: 4091.140625
	Iteration 130Q: 3 clusters Score -452652.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -452657.250000 Penalty: 4091.140625
	Iteration 131Q: 3 clusters Score -452657.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -452661.468750 Penalty: 4091.140625
	Iteration 132Q: 3 clusters Score -452661.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -452663.750000 Penalty: 4091.140625
	Iteration 133Q: 3 clusters Score -452663.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -452667.500000 Penalty: 4091.140625
	Iteration 134Q: 3 clusters Score -452667.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -452672.875000 Penalty: 4091.140625
	Iteration 135Q: 3 clusters Score -452672.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -452675.437500 Penalty: 4091.140625
	Iteration 136Q: 3 clusters Score -452675.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -452678.250000 Penalty: 4091.140625
	Iteration 137Q: 3 clusters Score -452678.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -452680.250000 Penalty: 4091.140625
	Iteration 138Q: 3 clusters Score -452680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -452681.812500 Penalty: 4091.140625
	Iteration 139Q: 3 clusters Score -452681.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -452683.375000 Penalty: 4091.140625
	Iteration 140F: 3 clusters Score -452683.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -452684.031250 Penalty: 4091.140625
	Iteration 141Q: 3 clusters Score -452684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -452684.343750 Penalty: 4091.140625
	Iteration 142Q: 3 clusters Score -452684.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -452685.937500 Penalty: 4091.140625
	Iteration 143Q: 3 clusters Score -452685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -452686.562500 Penalty: 4091.140625
	Iteration 144Q: 3 clusters Score -452686.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -452689.468750 Penalty: 4091.140625
	Iteration 145Q: 3 clusters Score -452689.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -452690.187500 Penalty: 4091.140625
	Iteration 146Q: 3 clusters Score -452690.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -452690.718750 Penalty: 4091.140625
	Iteration 147Q: 3 clusters Score -452690.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -452692.343750 Penalty: 4091.140625
	Iteration 148Q: 3 clusters Score -452692.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -452693.718750 Penalty: 4091.140625
	Iteration 149Q: 3 clusters Score -452693.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -452693.750000 Penalty: 4091.140625
	Iteration 150Q: 3 clusters Score -452693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -452694.843750 Penalty: 4091.140625
	Iteration 151Q: 3 clusters Score -452694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -452696.875000 Penalty: 4091.140625
	Iteration 152Q: 3 clusters Score -452696.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -452699.687500 Penalty: 4091.140625
	Iteration 153Q: 3 clusters Score -452699.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -452702.156250 Penalty: 4091.140625
	Iteration 154Q: 3 clusters Score -452702.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -452704.156250 Penalty: 4091.140625
	Iteration 155Q: 3 clusters Score -452704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -452704.656250 Penalty: 4091.140625
	Iteration 156Q: 3 clusters Score -452704.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -452705.531250 Penalty: 4091.140625
	Iteration 157Q: 3 clusters Score -452705.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -452707.250000 Penalty: 4091.140625
	Iteration 158Q: 3 clusters Score -452707.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -452710.750000 Penalty: 4091.140625
	Iteration 159Q: 3 clusters Score -452710.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -452711.093750 Penalty: 4091.140625
	Iteration 160F: 3 clusters Score -452711.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -452713.468750 Penalty: 4091.140625
	Iteration 161Q: 3 clusters Score -452713.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -452714.562500 Penalty: 4091.140625
	Iteration 162Q: 3 clusters Score -452714.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -452714.937500 Penalty: 4091.140625
	Iteration 163Q: 3 clusters Score -452714.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -452717.625000 Penalty: 4091.140625
	Iteration 164Q: 3 clusters Score -452717.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -452718.968750 Penalty: 4091.140625
	Iteration 165Q: 3 clusters Score -452719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -452719.843750 Penalty: 4091.140625
	Iteration 166Q: 3 clusters Score -452719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -452720.656250 Penalty: 4091.140625
	Iteration 167Q: 3 clusters Score -452720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -452721.062500 Penalty: 4091.140625
	Iteration 168Q: 3 clusters Score -452721.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -452721.062500 Penalty: 4091.140625
	Iteration 169F: 3 clusters Score -452721.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (190525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190525 members 
Entering Unmasked Estep 
Score: -23142220.000000 Penalty: 3015.069580
	Iteration 0F: 2 clusters Score -2.314222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95433 members 
Mstep: Class 2 contains 95092 members 
Entering Unmasked Estep 
Score: -23016302.000000 Penalty: 6030.139160
	Iteration 0F: 3 clusters Score -2.30163e+07 nChanged 91604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99677 members 
Mstep: Class 2 contains 90848 members 
Entering Unmasked Estep 
Score: -23069678.000000 Penalty: 6030.139160
	Iteration 1F: 3 clusters Score -2.306968e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102353 members 
Mstep: Class 2 contains 88172 members 
Entering Unmasked Estep 
Score: -23070864.000000 Penalty: 6030.139160
	Iteration 2Q: 3 clusters Score -2.307086e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106348 members 
Mstep: Class 2 contains 84177 members 
Entering Unmasked Estep 
Score: -23072728.000000 Penalty: 6030.139160
	Iteration 3Q: 3 clusters Score -2.307273e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112263 members 
Mstep: Class 2 contains 78262 members 
Entering Unmasked Estep 
Score: -23075584.000000 Penalty: 6030.139160
	Iteration 4Q: 3 clusters Score -2.307558e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120992 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -23080884.000000 Penalty: 6030.139160
	Iteration 5F: 3 clusters Score -2.308088e+07 nChanged 13173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133211 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -23090052.000000 Penalty: 6030.139160
	Iteration 6F: 3 clusters Score -2.309005e+07 nChanged 15797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148432 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -23103370.000000 Penalty: 6030.139160
	Iteration 7F: 3 clusters Score -2.310337e+07 nChanged 15731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163845 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -23117766.000000 Penalty: 6030.139160
	Iteration 8F: 3 clusters Score -2.311777e+07 nChanged 11972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175695 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -23129080.000000 Penalty: 6030.139160
	Iteration 9F: 3 clusters Score -2.312908e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182416 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -23135216.000000 Penalty: 6030.139160
	Iteration 10Q: 3 clusters Score -2.313522e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185555 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -23138028.000000 Penalty: 6030.139160
	Iteration 11Q: 3 clusters Score -2.313803e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186868 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -23139146.000000 Penalty: 6030.139160
	Iteration 12Q: 3 clusters Score -2.313915e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187536 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -23139690.000000 Penalty: 6030.139160
	Iteration 13Q: 3 clusters Score -2.313969e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187940 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -23139942.000000 Penalty: 6030.139160
	Iteration 14Q: 3 clusters Score -2.313994e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188190 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -23140054.000000 Penalty: 6030.139160
	Iteration 15Q: 3 clusters Score -2.314005e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188333 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -23140128.000000 Penalty: 6030.139160
	Iteration 16Q: 3 clusters Score -2.314013e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188449 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -23140196.000000 Penalty: 6030.139160
	Iteration 17Q: 3 clusters Score -2.31402e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188534 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -23140248.000000 Penalty: 6030.139160
	Iteration 18Q: 3 clusters Score -2.314025e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188589 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -23140246.000000 Penalty: 6030.139160
	Iteration 19Q: 3 clusters Score -2.314025e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188626 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -23140308.000000 Penalty: 6030.139160
	Iteration 20F: 3 clusters Score -2.314031e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188644 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -23140362.000000 Penalty: 6030.139160
	Iteration 21Q: 3 clusters Score -2.314036e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188671 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -23140352.000000 Penalty: 6030.139160
	Iteration 22Q: 3 clusters Score -2.314035e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188697 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -23140418.000000 Penalty: 6030.139160
	Iteration 23Q: 3 clusters Score -2.314042e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188721 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -23140410.000000 Penalty: 6030.139160
	Iteration 24Q: 3 clusters Score -2.314041e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188732 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -23140438.000000 Penalty: 6030.139160
	Iteration 25Q: 3 clusters Score -2.314044e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188741 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -23140448.000000 Penalty: 6030.139160
	Iteration 26Q: 3 clusters Score -2.314045e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188759 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -23140448.000000 Penalty: 6030.139160
	Iteration 27Q: 3 clusters Score -2.314045e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188769 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -23140464.000000 Penalty: 6030.139160
	Iteration 28Q: 3 clusters Score -2.314046e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188777 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -23140474.000000 Penalty: 6030.139160
	Iteration 29Q: 3 clusters Score -2.314047e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188786 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -23140470.000000 Penalty: 6030.139160
	Iteration 30Q: 3 clusters Score -2.314047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188791 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -23140480.000000 Penalty: 6030.139160
	Iteration 31Q: 3 clusters Score -2.314048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188792 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -23140468.000000 Penalty: 6030.139160
	Iteration 32Q: 3 clusters Score -2.314047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188794 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -23140488.000000 Penalty: 6030.139160
	Iteration 33Q: 3 clusters Score -2.314049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188800 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -23140490.000000 Penalty: 6030.139160
	Iteration 34Q: 3 clusters Score -2.314049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188802 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -23140474.000000 Penalty: 6030.139160
	Iteration 35Q: 3 clusters Score -2.314047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188798 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -23140484.000000 Penalty: 6030.139160
	Iteration 36Q: 3 clusters Score -2.314048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188795 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -23140498.000000 Penalty: 6030.139160
	Iteration 37Q: 3 clusters Score -2.31405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188797 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -23140490.000000 Penalty: 6030.139160
	Iteration 38Q: 3 clusters Score -2.314049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188799 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -23140500.000000 Penalty: 6030.139160
	Iteration 39Q: 3 clusters Score -2.31405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188798 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -23140504.000000 Penalty: 6030.139160
	Iteration 40F: 3 clusters Score -2.31405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188799 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -23140466.000000 Penalty: 6030.139160
	Iteration 41Q: 3 clusters Score -2.314047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188800 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -23140468.000000 Penalty: 6030.139160
	Iteration 42Q: 3 clusters Score -2.314047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188800 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -23140468.000000 Penalty: 6030.139160
	Iteration 43F: 3 clusters Score -2.314047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Entering Unmasked Estep 
Score: -1264704.875000 Penalty: 2305.058350
	Iteration 0F: 2 clusters Score -1264705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1256501.000000 Penalty: 4610.116699
	Iteration 0F: 3 clusters Score -1256501 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1258878.500000 Penalty: 4610.116699
	Iteration 1F: 3 clusters Score -1258878 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1259134.500000 Penalty: 4610.116699
	Iteration 2F: 3 clusters Score -1259134 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1259337.875000 Penalty: 4610.116699
	Iteration 3Q: 3 clusters Score -1259338 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1259523.000000 Penalty: 4610.116699
	Iteration 4Q: 3 clusters Score -1259523 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1259731.625000 Penalty: 4610.116699
	Iteration 5Q: 3 clusters Score -1259732 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1259952.875000 Penalty: 4610.116699
	Iteration 6Q: 3 clusters Score -1259953 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1260206.500000 Penalty: 4610.116699
	Iteration 7Q: 3 clusters Score -1260206 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1260507.125000 Penalty: 4610.116699
	Iteration 8Q: 3 clusters Score -1260507 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1260881.875000 Penalty: 4610.116699
	Iteration 9Q: 3 clusters Score -1260882 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1261295.500000 Penalty: 4610.116699
	Iteration 10Q: 3 clusters Score -1261296 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1261681.625000 Penalty: 4610.116699
	Iteration 11Q: 3 clusters Score -1261682 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1261987.250000 Penalty: 4610.116699
	Iteration 12Q: 3 clusters Score -1261987 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1262222.250000 Penalty: 4610.116699
	Iteration 13Q: 3 clusters Score -1262222 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1262394.375000 Penalty: 4610.116699
	Iteration 14Q: 3 clusters Score -1262394 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1262528.875000 Penalty: 4610.116699
	Iteration 15Q: 3 clusters Score -1262529 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1262609.875000 Penalty: 4610.116699
	Iteration 16Q: 3 clusters Score -1262610 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1262673.375000 Penalty: 4610.116699
	Iteration 17Q: 3 clusters Score -1262673 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1262732.500000 Penalty: 4610.116699
	Iteration 18Q: 3 clusters Score -1262732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1262762.000000 Penalty: 4610.116699
	Iteration 19Q: 3 clusters Score -1262762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1262773.125000 Penalty: 4610.116699
	Iteration 20F: 3 clusters Score -1262773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1262782.375000 Penalty: 4610.116699
	Iteration 21Q: 3 clusters Score -1262782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1262789.375000 Penalty: 4610.116699
	Iteration 22Q: 3 clusters Score -1262789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1262791.875000 Penalty: 4610.116699
	Iteration 23Q: 3 clusters Score -1262792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1262794.875000 Penalty: 4610.116699
	Iteration 24Q: 3 clusters Score -1262795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1262794.625000 Penalty: 4610.116699
	Iteration 25Q: 3 clusters Score -1262795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1262794.625000 Penalty: 4610.116699
	Iteration 26F: 3 clusters Score -1262795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (153832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153832 members 
Entering Unmasked Estep 
Score: -18768332.000000 Penalty: 2962.016846
	Iteration 0F: 2 clusters Score -1.876833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 76810 members 
Entering Unmasked Estep 
Score: -18665618.000000 Penalty: 5924.033691
	Iteration 0F: 3 clusters Score -1.866562e+07 nChanged 73525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77969 members 
Mstep: Class 2 contains 75863 members 
Entering Unmasked Estep 
Score: -18707494.000000 Penalty: 5924.033691
	Iteration 1F: 3 clusters Score -1.870749e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78855 members 
Mstep: Class 2 contains 74977 members 
Entering Unmasked Estep 
Score: -18708256.000000 Penalty: 5924.033691
	Iteration 2Q: 3 clusters Score -1.870826e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 73492 members 
Entering Unmasked Estep 
Score: -18708970.000000 Penalty: 5924.033691
	Iteration 3Q: 3 clusters Score -1.870897e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 71228 members 
Entering Unmasked Estep 
Score: -18710128.000000 Penalty: 5924.033691
	Iteration 4Q: 3 clusters Score -1.871013e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85999 members 
Mstep: Class 2 contains 67833 members 
Entering Unmasked Estep 
Score: -18711876.000000 Penalty: 5924.033691
	Iteration 5Q: 3 clusters Score -1.871188e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90877 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -18714676.000000 Penalty: 5924.033691
	Iteration 6Q: 3 clusters Score -1.871468e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97825 members 
Mstep: Class 2 contains 56007 members 
Entering Unmasked Estep 
Score: -18718972.000000 Penalty: 5924.033691
	Iteration 7F: 3 clusters Score -1.871897e+07 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107045 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -18726140.000000 Penalty: 5924.033691
	Iteration 8F: 3 clusters Score -1.872614e+07 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117818 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -18736084.000000 Penalty: 5924.033691
	Iteration 9F: 3 clusters Score -1.873608e+07 nChanged 10461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128075 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -18746040.000000 Penalty: 5924.033691
	Iteration 10F: 3 clusters Score -1.874604e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136071 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -18753398.000000 Penalty: 5924.033691
	Iteration 11F: 3 clusters Score -1.87534e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141401 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -18758252.000000 Penalty: 5924.033691
	Iteration 12Q: 3 clusters Score -1.875825e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144762 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -18761098.000000 Penalty: 5924.033691
	Iteration 13Q: 3 clusters Score -1.87611e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146974 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -18762600.000000 Penalty: 5924.033691
	Iteration 14Q: 3 clusters Score -1.87626e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148454 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -18763580.000000 Penalty: 5924.033691
	Iteration 15Q: 3 clusters Score -1.876358e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149542 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -18764220.000000 Penalty: 5924.033691
	Iteration 16Q: 3 clusters Score -1.876422e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150335 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -18764682.000000 Penalty: 5924.033691
	Iteration 17Q: 3 clusters Score -1.876468e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150922 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -18765010.000000 Penalty: 5924.033691
	Iteration 18Q: 3 clusters Score -1.876501e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151319 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -18765202.000000 Penalty: 5924.033691
	Iteration 19Q: 3 clusters Score -1.87652e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151618 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -18765342.000000 Penalty: 5924.033691
	Iteration 20F: 3 clusters Score -1.876534e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151827 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -18765456.000000 Penalty: 5924.033691
	Iteration 21Q: 3 clusters Score -1.876546e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152003 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -18765514.000000 Penalty: 5924.033691
	Iteration 22Q: 3 clusters Score -1.876551e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152155 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -18765596.000000 Penalty: 5924.033691
	Iteration 23Q: 3 clusters Score -1.87656e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152272 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -18765660.000000 Penalty: 5924.033691
	Iteration 24Q: 3 clusters Score -1.876566e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152350 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -18765684.000000 Penalty: 5924.033691
	Iteration 25Q: 3 clusters Score -1.876568e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152429 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -18765740.000000 Penalty: 5924.033691
	Iteration 26Q: 3 clusters Score -1.876574e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152492 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -18765766.000000 Penalty: 5924.033691
	Iteration 27Q: 3 clusters Score -1.876577e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152554 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -18765782.000000 Penalty: 5924.033691
	Iteration 28Q: 3 clusters Score -1.876578e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152607 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -18765806.000000 Penalty: 5924.033691
	Iteration 29Q: 3 clusters Score -1.876581e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152651 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -18765810.000000 Penalty: 5924.033691
	Iteration 30Q: 3 clusters Score -1.876581e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152693 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -18765832.000000 Penalty: 5924.033691
	Iteration 31Q: 3 clusters Score -1.876583e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152733 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -18765860.000000 Penalty: 5924.033691
	Iteration 32Q: 3 clusters Score -1.876586e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152763 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -18765874.000000 Penalty: 5924.033691
	Iteration 33Q: 3 clusters Score -1.876587e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152789 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -18765890.000000 Penalty: 5924.033691
	Iteration 34Q: 3 clusters Score -1.876589e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152805 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -18765894.000000 Penalty: 5924.033691
	Iteration 35Q: 3 clusters Score -1.876589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152813 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -18765892.000000 Penalty: 5924.033691
	Iteration 36Q: 3 clusters Score -1.876589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152825 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -18765892.000000 Penalty: 5924.033691
	Iteration 37Q: 3 clusters Score -1.876589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152830 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -18765894.000000 Penalty: 5924.033691
	Iteration 38Q: 3 clusters Score -1.876589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152836 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -18765882.000000 Penalty: 5924.033691
	Iteration 39Q: 3 clusters Score -1.876588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152842 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -18765894.000000 Penalty: 5924.033691
	Iteration 40F: 3 clusters Score -1.876589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152850 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -18765908.000000 Penalty: 5924.033691
	Iteration 41Q: 3 clusters Score -1.876591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152856 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -18765914.000000 Penalty: 5924.033691
	Iteration 42Q: 3 clusters Score -1.876591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152860 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -18765908.000000 Penalty: 5924.033691
	Iteration 43Q: 3 clusters Score -1.876591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152861 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -18765906.000000 Penalty: 5924.033691
	Iteration 44Q: 3 clusters Score -1.876591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152861 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -18765906.000000 Penalty: 5924.033691
	Iteration 45F: 3 clusters Score -1.876591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -83844.632812 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -83844.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82051.843750 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -82051.84 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82357.671875 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -82357.67 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82422.898438 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -82422.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82453.312500 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -82453.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82469.851562 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -82469.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82479.929688 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -82479.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82490.054688 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -82490.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82490.664062 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -82490.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82490.664062 Penalty: 3343.883545
	Iteration 8F: 3 clusters Score -82490.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Entering Unmasked Estep 
Score: -521304.156250 Penalty: 2091.153564
	Iteration 0F: 2 clusters Score -521304.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -517003.937500 Penalty: 4182.307129
	Iteration 0F: 3 clusters Score -517003.9 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -517970.500000 Penalty: 4182.307129
	Iteration 1F: 3 clusters Score -517970.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -518163.843750 Penalty: 4182.307129
	Iteration 2F: 3 clusters Score -518163.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -518302.968750 Penalty: 4182.307129
	Iteration 3F: 3 clusters Score -518303 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -518399.250000 Penalty: 4182.307129
	Iteration 4Q: 3 clusters Score -518399.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -518471.593750 Penalty: 4182.307129
	Iteration 5Q: 3 clusters Score -518471.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -518527.875000 Penalty: 4182.307129
	Iteration 6Q: 3 clusters Score -518527.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -518573.062500 Penalty: 4182.307129
	Iteration 7Q: 3 clusters Score -518573.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -518627.218750 Penalty: 4182.307129
	Iteration 8Q: 3 clusters Score -518627.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -518676.500000 Penalty: 4182.307129
	Iteration 9Q: 3 clusters Score -518676.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -518718.718750 Penalty: 4182.307129
	Iteration 10Q: 3 clusters Score -518718.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -518757.375000 Penalty: 4182.307129
	Iteration 11Q: 3 clusters Score -518757.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -518793.000000 Penalty: 4182.307129
	Iteration 12Q: 3 clusters Score -518793 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -518824.781250 Penalty: 4182.307129
	Iteration 13Q: 3 clusters Score -518824.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -518854.593750 Penalty: 4182.307129
	Iteration 14Q: 3 clusters Score -518854.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -518885.843750 Penalty: 4182.307129
	Iteration 15Q: 3 clusters Score -518885.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -518913.281250 Penalty: 4182.307129
	Iteration 16Q: 3 clusters Score -518913.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -518943.937500 Penalty: 4182.307129
	Iteration 17Q: 3 clusters Score -518943.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -518972.406250 Penalty: 4182.307129
	Iteration 18Q: 3 clusters Score -518972.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -519006.312500 Penalty: 4182.307129
	Iteration 19Q: 3 clusters Score -519006.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -519044.156250 Penalty: 4182.307129
	Iteration 20F: 3 clusters Score -519044.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -519083.093750 Penalty: 4182.307129
	Iteration 21Q: 3 clusters Score -519083.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -519124.562500 Penalty: 4182.307129
	Iteration 22Q: 3 clusters Score -519124.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -519154.531250 Penalty: 4182.307129
	Iteration 23Q: 3 clusters Score -519154.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -519181.593750 Penalty: 4182.307129
	Iteration 24Q: 3 clusters Score -519181.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -519209.531250 Penalty: 4182.307129
	Iteration 25Q: 3 clusters Score -519209.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -519232.562500 Penalty: 4182.307129
	Iteration 26Q: 3 clusters Score -519232.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -519254.468750 Penalty: 4182.307129
	Iteration 27Q: 3 clusters Score -519254.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -519278.937500 Penalty: 4182.307129
	Iteration 28Q: 3 clusters Score -519278.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -519310.843750 Penalty: 4182.307129
	Iteration 29Q: 3 clusters Score -519310.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -519347.187500 Penalty: 4182.307129
	Iteration 30Q: 3 clusters Score -519347.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -519375.968750 Penalty: 4182.307129
	Iteration 31Q: 3 clusters Score -519376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -519398.218750 Penalty: 4182.307129
	Iteration 32Q: 3 clusters Score -519398.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -519417.781250 Penalty: 4182.307129
	Iteration 33Q: 3 clusters Score -519417.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -519435.125000 Penalty: 4182.307129
	Iteration 34Q: 3 clusters Score -519435.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -519454.750000 Penalty: 4182.307129
	Iteration 35Q: 3 clusters Score -519454.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -519472.281250 Penalty: 4182.307129
	Iteration 36Q: 3 clusters Score -519472.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -519486.250000 Penalty: 4182.307129
	Iteration 37Q: 3 clusters Score -519486.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -519496.312500 Penalty: 4182.307129
	Iteration 38Q: 3 clusters Score -519496.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -519506.343750 Penalty: 4182.307129
	Iteration 39Q: 3 clusters Score -519506.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -519517.437500 Penalty: 4182.307129
	Iteration 40F: 3 clusters Score -519517.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -519522.656250 Penalty: 4182.307129
	Iteration 41Q: 3 clusters Score -519522.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -519525.125000 Penalty: 4182.307129
	Iteration 42Q: 3 clusters Score -519525.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -519530.906250 Penalty: 4182.307129
	Iteration 43Q: 3 clusters Score -519530.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -519536.125000 Penalty: 4182.307129
	Iteration 44Q: 3 clusters Score -519536.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -519543.875000 Penalty: 4182.307129
	Iteration 45Q: 3 clusters Score -519543.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -519545.875000 Penalty: 4182.307129
	Iteration 46Q: 3 clusters Score -519545.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -519547.500000 Penalty: 4182.307129
	Iteration 47Q: 3 clusters Score -519547.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -519548.937500 Penalty: 4182.307129
	Iteration 48Q: 3 clusters Score -519548.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -519550.062500 Penalty: 4182.307129
	Iteration 49Q: 3 clusters Score -519550.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -519551.687500 Penalty: 4182.307129
	Iteration 50Q: 3 clusters Score -519551.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -519553.187500 Penalty: 4182.307129
	Iteration 51Q: 3 clusters Score -519553.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -519555.906250 Penalty: 4182.307129
	Iteration 52Q: 3 clusters Score -519555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -519556.531250 Penalty: 4182.307129
	Iteration 53Q: 3 clusters Score -519556.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -519556.531250 Penalty: 4182.307129
	Iteration 54F: 3 clusters Score -519556.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -210337.281250 Penalty: 1874.900024
	Iteration 0F: 2 clusters Score -210337.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -207781.750000 Penalty: 3749.800049
	Iteration 0F: 3 clusters Score -207781.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -208175.578125 Penalty: 3749.800049
	Iteration 1F: 3 clusters Score -208175.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -208322.906250 Penalty: 3749.800049
	Iteration 2F: 3 clusters Score -208322.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -208403.171875 Penalty: 3749.800049
	Iteration 3Q: 3 clusters Score -208403.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -208472.640625 Penalty: 3749.800049
	Iteration 4Q: 3 clusters Score -208472.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -208532.109375 Penalty: 3749.800049
	Iteration 5Q: 3 clusters Score -208532.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -208585.437500 Penalty: 3749.800049
	Iteration 6Q: 3 clusters Score -208585.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -208620.453125 Penalty: 3749.800049
	Iteration 7Q: 3 clusters Score -208620.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -208644.234375 Penalty: 3749.800049
	Iteration 8Q: 3 clusters Score -208644.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -208667.765625 Penalty: 3749.800049
	Iteration 9Q: 3 clusters Score -208667.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -208698.765625 Penalty: 3749.800049
	Iteration 10Q: 3 clusters Score -208698.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -208725.859375 Penalty: 3749.800049
	Iteration 11Q: 3 clusters Score -208725.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -208739.328125 Penalty: 3749.800049
	Iteration 12Q: 3 clusters Score -208739.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -208755.890625 Penalty: 3749.800049
	Iteration 13Q: 3 clusters Score -208755.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -208774.531250 Penalty: 3749.800049
	Iteration 14Q: 3 clusters Score -208774.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -208799.046875 Penalty: 3749.800049
	Iteration 15Q: 3 clusters Score -208799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -208824.281250 Penalty: 3749.800049
	Iteration 16Q: 3 clusters Score -208824.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -208842.015625 Penalty: 3749.800049
	Iteration 17Q: 3 clusters Score -208842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -208861.171875 Penalty: 3749.800049
	Iteration 18Q: 3 clusters Score -208861.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -208871.468750 Penalty: 3749.800049
	Iteration 19Q: 3 clusters Score -208871.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -208880.078125 Penalty: 3749.800049
	Iteration 20F: 3 clusters Score -208880.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -208882.937500 Penalty: 3749.800049
	Iteration 21Q: 3 clusters Score -208882.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -208887.140625 Penalty: 3749.800049
	Iteration 22Q: 3 clusters Score -208887.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -208893.296875 Penalty: 3749.800049
	Iteration 23Q: 3 clusters Score -208893.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -208900.453125 Penalty: 3749.800049
	Iteration 24Q: 3 clusters Score -208900.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -208912.578125 Penalty: 3749.800049
	Iteration 25Q: 3 clusters Score -208912.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -208924.828125 Penalty: 3749.800049
	Iteration 26Q: 3 clusters Score -208924.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -208931.234375 Penalty: 3749.800049
	Iteration 27Q: 3 clusters Score -208931.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -208931.687500 Penalty: 3749.800049
	Iteration 28Q: 3 clusters Score -208931.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -208931.687500 Penalty: 3749.800049
	Iteration 29F: 3 clusters Score -208931.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Entering Unmasked Estep 
Score: -2165333.500000 Penalty: 2422.991455
	Iteration 0F: 2 clusters Score -2165334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2152955.500000 Penalty: 4845.982910
	Iteration 0F: 3 clusters Score -2152956 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2156867.500000 Penalty: 4845.982910
	Iteration 1F: 3 clusters Score -2156868 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2157308.500000 Penalty: 4845.982910
	Iteration 2F: 3 clusters Score -2157308 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2157713.750000 Penalty: 4845.982910
	Iteration 3F: 3 clusters Score -2157714 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2158085.750000 Penalty: 4845.982910
	Iteration 4Q: 3 clusters Score -2158086 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2158520.500000 Penalty: 4845.982910
	Iteration 5Q: 3 clusters Score -2158520 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2159034.500000 Penalty: 4845.982910
	Iteration 6F: 3 clusters Score -2159034 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2159705.000000 Penalty: 4845.982910
	Iteration 7F: 3 clusters Score -2159705 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2160600.500000 Penalty: 4845.982910
	Iteration 8F: 3 clusters Score -2160600 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2161567.250000 Penalty: 4845.982910
	Iteration 9F: 3 clusters Score -2161567 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2162270.250000 Penalty: 4845.982910
	Iteration 10Q: 3 clusters Score -2162270 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2162588.750000 Penalty: 4845.982910
	Iteration 11Q: 3 clusters Score -2162589 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2162728.000000 Penalty: 4845.982910
	Iteration 12Q: 3 clusters Score -2162728 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2162790.250000 Penalty: 4845.982910
	Iteration 13Q: 3 clusters Score -2162790 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2162834.500000 Penalty: 4845.982910
	Iteration 14Q: 3 clusters Score -2162834 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2162855.750000 Penalty: 4845.982910
	Iteration 15Q: 3 clusters Score -2162856 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2162878.750000 Penalty: 4845.982910
	Iteration 16Q: 3 clusters Score -2162879 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2162899.250000 Penalty: 4845.982910
	Iteration 17Q: 3 clusters Score -2162899 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2162912.750000 Penalty: 4845.982910
	Iteration 18Q: 3 clusters Score -2162913 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2162928.250000 Penalty: 4845.982910
	Iteration 19Q: 3 clusters Score -2162928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2162938.500000 Penalty: 4845.982910
	Iteration 20F: 3 clusters Score -2162938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2162955.750000 Penalty: 4845.982910
	Iteration 21Q: 3 clusters Score -2162956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2162972.250000 Penalty: 4845.982910
	Iteration 22Q: 3 clusters Score -2162972 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2162988.250000 Penalty: 4845.982910
	Iteration 23Q: 3 clusters Score -2162988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2163004.750000 Penalty: 4845.982910
	Iteration 24Q: 3 clusters Score -2163005 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2163013.250000 Penalty: 4845.982910
	Iteration 25Q: 3 clusters Score -2163013 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2163020.750000 Penalty: 4845.982910
	Iteration 26Q: 3 clusters Score -2163021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2163031.000000 Penalty: 4845.982910
	Iteration 27Q: 3 clusters Score -2163031 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2163049.750000 Penalty: 4845.982910
	Iteration 28Q: 3 clusters Score -2163050 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2163063.250000 Penalty: 4845.982910
	Iteration 29Q: 3 clusters Score -2163063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2163070.750000 Penalty: 4845.982910
	Iteration 30Q: 3 clusters Score -2163071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2163084.750000 Penalty: 4845.982910
	Iteration 31Q: 3 clusters Score -2163085 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2163101.500000 Penalty: 4845.982910
	Iteration 32Q: 3 clusters Score -2163102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2163109.500000 Penalty: 4845.982910
	Iteration 33Q: 3 clusters Score -2163110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2163120.250000 Penalty: 4845.982910
	Iteration 34Q: 3 clusters Score -2163120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2163130.000000 Penalty: 4845.982910
	Iteration 35Q: 3 clusters Score -2163130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2163133.000000 Penalty: 4845.982910
	Iteration 36Q: 3 clusters Score -2163133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2163139.750000 Penalty: 4845.982910
	Iteration 37Q: 3 clusters Score -2163140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2163147.250000 Penalty: 4845.982910
	Iteration 38Q: 3 clusters Score -2163147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2163151.750000 Penalty: 4845.982910
	Iteration 39Q: 3 clusters Score -2163152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2163157.250000 Penalty: 4845.982910
	Iteration 40F: 3 clusters Score -2163157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2163167.500000 Penalty: 4845.982910
	Iteration 41Q: 3 clusters Score -2163168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2163181.750000 Penalty: 4845.982910
	Iteration 42Q: 3 clusters Score -2163182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2163196.250000 Penalty: 4845.982910
	Iteration 43Q: 3 clusters Score -2163196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2163202.750000 Penalty: 4845.982910
	Iteration 44Q: 3 clusters Score -2163203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2163213.500000 Penalty: 4845.982910
	Iteration 45Q: 3 clusters Score -2163214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2163226.500000 Penalty: 4845.982910
	Iteration 46Q: 3 clusters Score -2163226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2163238.000000 Penalty: 4845.982910
	Iteration 47Q: 3 clusters Score -2163238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2163240.250000 Penalty: 4845.982910
	Iteration 48Q: 3 clusters Score -2163240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2163248.000000 Penalty: 4845.982910
	Iteration 49Q: 3 clusters Score -2163248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2163249.250000 Penalty: 4845.982910
	Iteration 50Q: 3 clusters Score -2163249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2163248.500000 Penalty: 4845.982910
	Iteration 51Q: 3 clusters Score -2163248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2163248.000000 Penalty: 4845.982910
	Iteration 52Q: 3 clusters Score -2163248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2163250.750000 Penalty: 4845.982910
	Iteration 53Q: 3 clusters Score -2163251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2163246.500000 Penalty: 4845.982910
	Iteration 54Q: 3 clusters Score -2163246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2163249.500000 Penalty: 4845.982910
	Iteration 55Q: 3 clusters Score -2163250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2163248.250000 Penalty: 4845.982910
	Iteration 56Q: 3 clusters Score -2163248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2163249.750000 Penalty: 4845.982910
	Iteration 57Q: 3 clusters Score -2163250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2163246.500000 Penalty: 4845.982910
	Iteration 58Q: 3 clusters Score -2163246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2163246.500000 Penalty: 4845.982910
	Iteration 59F: 3 clusters Score -2163246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Entering Unmasked Estep 
Score: -292423.406250 Penalty: 1958.990112
	Iteration 0F: 2 clusters Score -292423.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -289339.500000 Penalty: 3917.980225
	Iteration 0F: 3 clusters Score -289339.5 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -289969.718750 Penalty: 3917.980225
	Iteration 1F: 3 clusters Score -289969.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -290120.718750 Penalty: 3917.980225
	Iteration 2F: 3 clusters Score -290120.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -290215.218750 Penalty: 3917.980225
	Iteration 3F: 3 clusters Score -290215.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -290278.375000 Penalty: 3917.980225
	Iteration 4Q: 3 clusters Score -290278.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -290320.906250 Penalty: 3917.980225
	Iteration 5Q: 3 clusters Score -290320.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -290349.750000 Penalty: 3917.980225
	Iteration 6Q: 3 clusters Score -290349.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -290372.375000 Penalty: 3917.980225
	Iteration 7Q: 3 clusters Score -290372.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -290388.375000 Penalty: 3917.980225
	Iteration 8Q: 3 clusters Score -290388.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -290405.437500 Penalty: 3917.980225
	Iteration 9Q: 3 clusters Score -290405.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -290418.000000 Penalty: 3917.980225
	Iteration 10Q: 3 clusters Score -290418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -290429.687500 Penalty: 3917.980225
	Iteration 11Q: 3 clusters Score -290429.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -290440.156250 Penalty: 3917.980225
	Iteration 12Q: 3 clusters Score -290440.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -290447.656250 Penalty: 3917.980225
	Iteration 13Q: 3 clusters Score -290447.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -290449.750000 Penalty: 3917.980225
	Iteration 14Q: 3 clusters Score -290449.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -290451.843750 Penalty: 3917.980225
	Iteration 15Q: 3 clusters Score -290451.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -290455.812500 Penalty: 3917.980225
	Iteration 16Q: 3 clusters Score -290455.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -290461.437500 Penalty: 3917.980225
	Iteration 17Q: 3 clusters Score -290461.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -290464.687500 Penalty: 3917.980225
	Iteration 18Q: 3 clusters Score -290464.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -290471.406250 Penalty: 3917.980225
	Iteration 19Q: 3 clusters Score -290471.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -290476.593750 Penalty: 3917.980225
	Iteration 20F: 3 clusters Score -290476.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -290483.343750 Penalty: 3917.980225
	Iteration 21Q: 3 clusters Score -290483.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -290488.375000 Penalty: 3917.980225
	Iteration 22Q: 3 clusters Score -290488.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -290494.937500 Penalty: 3917.980225
	Iteration 23Q: 3 clusters Score -290494.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -290501.562500 Penalty: 3917.980225
	Iteration 24Q: 3 clusters Score -290501.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -290512.593750 Penalty: 3917.980225
	Iteration 25Q: 3 clusters Score -290512.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -290520.500000 Penalty: 3917.980225
	Iteration 26Q: 3 clusters Score -290520.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -290526.718750 Penalty: 3917.980225
	Iteration 27Q: 3 clusters Score -290526.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -290533.531250 Penalty: 3917.980225
	Iteration 28Q: 3 clusters Score -290533.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -290538.625000 Penalty: 3917.980225
	Iteration 29Q: 3 clusters Score -290538.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -290542.937500 Penalty: 3917.980225
	Iteration 30Q: 3 clusters Score -290542.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -290549.781250 Penalty: 3917.980225
	Iteration 31Q: 3 clusters Score -290549.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -290557.156250 Penalty: 3917.980225
	Iteration 32Q: 3 clusters Score -290557.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -290565.062500 Penalty: 3917.980225
	Iteration 33Q: 3 clusters Score -290565.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -290571.906250 Penalty: 3917.980225
	Iteration 34Q: 3 clusters Score -290571.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -290577.625000 Penalty: 3917.980225
	Iteration 35Q: 3 clusters Score -290577.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -290584.750000 Penalty: 3917.980225
	Iteration 36Q: 3 clusters Score -290584.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -290593.281250 Penalty: 3917.980225
	Iteration 37Q: 3 clusters Score -290593.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -290600.656250 Penalty: 3917.980225
	Iteration 38Q: 3 clusters Score -290600.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -290604.812500 Penalty: 3917.980225
	Iteration 39Q: 3 clusters Score -290604.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -290613.500000 Penalty: 3917.980225
	Iteration 40F: 3 clusters Score -290613.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -290619.875000 Penalty: 3917.980225
	Iteration 41Q: 3 clusters Score -290619.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -290628.906250 Penalty: 3917.980225
	Iteration 42Q: 3 clusters Score -290628.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -290646.156250 Penalty: 3917.980225
	Iteration 43Q: 3 clusters Score -290646.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -290653.343750 Penalty: 3917.980225
	Iteration 44Q: 3 clusters Score -290653.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -290661.906250 Penalty: 3917.980225
	Iteration 45Q: 3 clusters Score -290661.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -290667.687500 Penalty: 3917.980225
	Iteration 46Q: 3 clusters Score -290667.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -290676.031250 Penalty: 3917.980225
	Iteration 47Q: 3 clusters Score -290676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -290684.656250 Penalty: 3917.980225
	Iteration 48Q: 3 clusters Score -290684.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -290695.218750 Penalty: 3917.980225
	Iteration 49Q: 3 clusters Score -290695.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -290704.218750 Penalty: 3917.980225
	Iteration 50Q: 3 clusters Score -290704.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -290717.906250 Penalty: 3917.980225
	Iteration 51Q: 3 clusters Score -290717.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -290729.125000 Penalty: 3917.980225
	Iteration 52Q: 3 clusters Score -290729.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -290755.375000 Penalty: 3917.980225
	Iteration 53Q: 3 clusters Score -290755.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -290782.812500 Penalty: 3917.980225
	Iteration 54Q: 3 clusters Score -290782.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -290808.593750 Penalty: 3917.980225
	Iteration 55Q: 3 clusters Score -290808.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -290832.437500 Penalty: 3917.980225
	Iteration 56Q: 3 clusters Score -290832.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -290860.218750 Penalty: 3917.980225
	Iteration 57Q: 3 clusters Score -290860.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -290889.031250 Penalty: 3917.980225
	Iteration 58Q: 3 clusters Score -290889 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -290920.093750 Penalty: 3917.980225
	Iteration 59Q: 3 clusters Score -290920.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -290949.125000 Penalty: 3917.980225
	Iteration 60F: 3 clusters Score -290949.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -290978.375000 Penalty: 3917.980225
	Iteration 61Q: 3 clusters Score -290978.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -290996.187500 Penalty: 3917.980225
	Iteration 62Q: 3 clusters Score -290996.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -291009.750000 Penalty: 3917.980225
	Iteration 63Q: 3 clusters Score -291009.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -291027.031250 Penalty: 3917.980225
	Iteration 64Q: 3 clusters Score -291027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -291032.781250 Penalty: 3917.980225
	Iteration 65Q: 3 clusters Score -291032.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -291037.593750 Penalty: 3917.980225
	Iteration 66Q: 3 clusters Score -291037.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -291042.031250 Penalty: 3917.980225
	Iteration 67Q: 3 clusters Score -291042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -291044.375000 Penalty: 3917.980225
	Iteration 68Q: 3 clusters Score -291044.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -291045.625000 Penalty: 3917.980225
	Iteration 69Q: 3 clusters Score -291045.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -291048.187500 Penalty: 3917.980225
	Iteration 70Q: 3 clusters Score -291048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -291048.906250 Penalty: 3917.980225
	Iteration 71Q: 3 clusters Score -291048.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -291048.906250 Penalty: 3917.980225
	Iteration 72F: 3 clusters Score -291048.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48646.425781 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -48646.43 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 295 members 
Entering Unmasked Estep 
Score: -47237.851562 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -47237.85 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47692.593750 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -47692.59 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47936.097656 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -47936.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48178.238281 Penalty: 3156.062012
	Iteration 3F: 3 clusters Score -48178.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48313.296875 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -48313.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48397.507812 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -48397.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48440.886719 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -48440.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48459.039062 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -48459.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48472.015625 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -48472.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -48479.925781 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -48479.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48503.933594 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -48503.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48511.851562 Penalty: 3156.062012
	Iteration 11Q: 3 clusters Score -48511.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48525.269531 Penalty: 3156.062012
	Iteration 12Q: 3 clusters Score -48525.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48538.160156 Penalty: 3156.062012
	Iteration 13Q: 3 clusters Score -48538.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48555.980469 Penalty: 3156.062012
	Iteration 14Q: 3 clusters Score -48555.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48561.144531 Penalty: 3156.062012
	Iteration 15Q: 3 clusters Score -48561.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48575.097656 Penalty: 3156.062012
	Iteration 16Q: 3 clusters Score -48575.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48575.097656 Penalty: 3156.062012
	Iteration 17F: 3 clusters Score -48575.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Entering Unmasked Estep 
Score: -4334399.000000 Penalty: 2603.757324
	Iteration 0F: 2 clusters Score -4334399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -4309864.500000 Penalty: 5207.514648
	Iteration 0F: 3 clusters Score -4309864 nChanged 16510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -4318764.500000 Penalty: 5207.514648
	Iteration 1F: 3 clusters Score -4318764 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -4319213.500000 Penalty: 5207.514648
	Iteration 2Q: 3 clusters Score -4319214 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -4319597.000000 Penalty: 5207.514648
	Iteration 3Q: 3 clusters Score -4319597 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -4319885.000000 Penalty: 5207.514648
	Iteration 4Q: 3 clusters Score -4319885 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -4320192.500000 Penalty: 5207.514648
	Iteration 5Q: 3 clusters Score -4320192 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -4320540.500000 Penalty: 5207.514648
	Iteration 6Q: 3 clusters Score -4320540 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -4321011.000000 Penalty: 5207.514648
	Iteration 7Q: 3 clusters Score -4321011 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -4321648.000000 Penalty: 5207.514648
	Iteration 8Q: 3 clusters Score -4321648 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -4322624.000000 Penalty: 5207.514648
	Iteration 9Q: 3 clusters Score -4322624 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -4323962.500000 Penalty: 5207.514648
	Iteration 10F: 3 clusters Score -4323962 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -4325616.000000 Penalty: 5207.514648
	Iteration 11F: 3 clusters Score -4325616 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -4327332.000000 Penalty: 5207.514648
	Iteration 12F: 3 clusters Score -4327332 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -4328829.000000 Penalty: 5207.514648
	Iteration 13Q: 3 clusters Score -4328829 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4330024.500000 Penalty: 5207.514648
	Iteration 14Q: 3 clusters Score -4330024 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4330741.000000 Penalty: 5207.514648
	Iteration 15Q: 3 clusters Score -4330741 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4331190.500000 Penalty: 5207.514648
	Iteration 16Q: 3 clusters Score -4331190 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4331478.500000 Penalty: 5207.514648
	Iteration 17Q: 3 clusters Score -4331478 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4331657.000000 Penalty: 5207.514648
	Iteration 18Q: 3 clusters Score -4331657 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4331772.500000 Penalty: 5207.514648
	Iteration 19Q: 3 clusters Score -4331772 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4331838.500000 Penalty: 5207.514648
	Iteration 20F: 3 clusters Score -4331838 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4331878.000000 Penalty: 5207.514648
	Iteration 21Q: 3 clusters Score -4331878 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4331919.000000 Penalty: 5207.514648
	Iteration 22Q: 3 clusters Score -4331919 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4331956.500000 Penalty: 5207.514648
	Iteration 23Q: 3 clusters Score -4331956 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4331983.000000 Penalty: 5207.514648
	Iteration 24Q: 3 clusters Score -4331983 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4331997.500000 Penalty: 5207.514648
	Iteration 25Q: 3 clusters Score -4331998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4332018.000000 Penalty: 5207.514648
	Iteration 26Q: 3 clusters Score -4332018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4332029.000000 Penalty: 5207.514648
	Iteration 27Q: 3 clusters Score -4332029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4332038.000000 Penalty: 5207.514648
	Iteration 28Q: 3 clusters Score -4332038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4332042.500000 Penalty: 5207.514648
	Iteration 29Q: 3 clusters Score -4332042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4332051.000000 Penalty: 5207.514648
	Iteration 30Q: 3 clusters Score -4332051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4332059.000000 Penalty: 5207.514648
	Iteration 31Q: 3 clusters Score -4332059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4332064.500000 Penalty: 5207.514648
	Iteration 32Q: 3 clusters Score -4332064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4332061.500000 Penalty: 5207.514648
	Iteration 33Q: 3 clusters Score -4332062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4332069.500000 Penalty: 5207.514648
	Iteration 34Q: 3 clusters Score -4332070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4332073.000000 Penalty: 5207.514648
	Iteration 35Q: 3 clusters Score -4332073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4332069.500000 Penalty: 5207.514648
	Iteration 36Q: 3 clusters Score -4332070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4332067.500000 Penalty: 5207.514648
	Iteration 37Q: 3 clusters Score -4332068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4332069.000000 Penalty: 5207.514648
	Iteration 38Q: 3 clusters Score -4332069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4332069.000000 Penalty: 5207.514648
	Iteration 39Q: 3 clusters Score -4332069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4332070.500000 Penalty: 5207.514648
	Iteration 40F: 3 clusters Score -4332070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4332073.000000 Penalty: 5207.514648
	Iteration 41Q: 3 clusters Score -4332073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4332072.000000 Penalty: 5207.514648
	Iteration 42Q: 3 clusters Score -4332072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4332072.500000 Penalty: 5207.514648
	Iteration 43Q: 3 clusters Score -4332072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4332070.500000 Penalty: 5207.514648
	Iteration 44Q: 3 clusters Score -4332070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4332070.500000 Penalty: 5207.514648
	Iteration 45F: 3 clusters Score -4332070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (166624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166624 members 
Entering Unmasked Estep 
Score: -20331570.000000 Penalty: 2981.826660
	Iteration 0F: 2 clusters Score -2.033157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84077 members 
Mstep: Class 2 contains 82547 members 
Entering Unmasked Estep 
Score: -20221544.000000 Penalty: 5963.653320
	Iteration 0F: 3 clusters Score -2.022154e+07 nChanged 79935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -20269260.000000 Penalty: 5963.653320
	Iteration 1F: 3 clusters Score -2.026926e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100200 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -20272016.000000 Penalty: 5963.653320
	Iteration 2Q: 3 clusters Score -2.027202e+07 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109577 members 
Mstep: Class 2 contains 57047 members 
Entering Unmasked Estep 
Score: -20277542.000000 Penalty: 5963.653320
	Iteration 3F: 3 clusters Score -2.027754e+07 nChanged 12975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122514 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -20287342.000000 Penalty: 5963.653320
	Iteration 4F: 3 clusters Score -2.028734e+07 nChanged 15503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138017 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -20301484.000000 Penalty: 5963.653320
	Iteration 5F: 3 clusters Score -2.030148e+07 nChanged 14570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152587 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -20315758.000000 Penalty: 5963.653320
	Iteration 6F: 3 clusters Score -2.031576e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161638 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -20324422.000000 Penalty: 5963.653320
	Iteration 7F: 3 clusters Score -2.032442e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165207 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -20327464.000000 Penalty: 5963.653320
	Iteration 8Q: 3 clusters Score -2.032746e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166188 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -20328464.000000 Penalty: 5963.653320
	Iteration 9Q: 3 clusters Score -2.032846e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166383 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20328720.000000 Penalty: 5963.653320
	Iteration 10Q: 3 clusters Score -2.032872e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166425 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20328810.000000 Penalty: 5963.653320
	Iteration 11Q: 3 clusters Score -2.032881e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166439 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20328842.000000 Penalty: 5963.653320
	Iteration 12Q: 3 clusters Score -2.032884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166436 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20328852.000000 Penalty: 5963.653320
	Iteration 13Q: 3 clusters Score -2.032885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166439 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20328860.000000 Penalty: 5963.653320
	Iteration 14Q: 3 clusters Score -2.032886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166438 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20328866.000000 Penalty: 5963.653320
	Iteration 15Q: 3 clusters Score -2.032887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166443 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20328888.000000 Penalty: 5963.653320
	Iteration 16Q: 3 clusters Score -2.032889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166445 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20328888.000000 Penalty: 5963.653320
	Iteration 17Q: 3 clusters Score -2.032889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166444 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20328884.000000 Penalty: 5963.653320
	Iteration 18Q: 3 clusters Score -2.032888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166443 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20328894.000000 Penalty: 5963.653320
	Iteration 19Q: 3 clusters Score -2.032889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166443 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20328894.000000 Penalty: 5963.653320
	Iteration 20F: 3 clusters Score -2.032889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -122278.062500 Penalty: 1760.602051
	Iteration 0F: 2 clusters Score -122278.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -120166.156250 Penalty: 3521.204102
	Iteration 0F: 3 clusters Score -120166.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -120522.640625 Penalty: 3521.204102
	Iteration 1F: 3 clusters Score -120522.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -120678.015625 Penalty: 3521.204102
	Iteration 2F: 3 clusters Score -120678 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -120787.851562 Penalty: 3521.204102
	Iteration 3Q: 3 clusters Score -120787.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -120917.453125 Penalty: 3521.204102
	Iteration 4Q: 3 clusters Score -120917.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -121059.757812 Penalty: 3521.204102
	Iteration 5Q: 3 clusters Score -121059.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -121207.695312 Penalty: 3521.204102
	Iteration 6Q: 3 clusters Score -121207.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -121420.507812 Penalty: 3521.204102
	Iteration 7Q: 3 clusters Score -121420.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -121647.671875 Penalty: 3521.204102
	Iteration 8F: 3 clusters Score -121647.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -121818.054688 Penalty: 3521.204102
	Iteration 9F: 3 clusters Score -121818.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -121924.414062 Penalty: 3521.204102
	Iteration 10Q: 3 clusters Score -121924.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -122039.398438 Penalty: 3521.204102
	Iteration 11Q: 3 clusters Score -122039.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -122163.406250 Penalty: 3521.204102
	Iteration 12Q: 3 clusters Score -122163.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -122303.382812 Penalty: 3521.204102
	Iteration 13Q: 3 clusters Score -122303.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -122391.710938 Penalty: 3521.204102
	Iteration 14Q: 3 clusters Score -122391.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -122480.203125 Penalty: 3521.204102
	Iteration 15Q: 3 clusters Score -122480.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -122543.601562 Penalty: 3521.204102
	Iteration 16Q: 3 clusters Score -122543.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -122620.898438 Penalty: 3521.204102
	Iteration 17Q: 3 clusters Score -122620.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -122656.031250 Penalty: 3521.204102
	Iteration 18Q: 3 clusters Score -122656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -122682.390625 Penalty: 3521.204102
	Iteration 19Q: 3 clusters Score -122682.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -122704.039062 Penalty: 3521.204102
	Iteration 20F: 3 clusters Score -122704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -122716.734375 Penalty: 3521.204102
	Iteration 21Q: 3 clusters Score -122716.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -122731.421875 Penalty: 3521.204102
	Iteration 22Q: 3 clusters Score -122731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -122737.343750 Penalty: 3521.204102
	Iteration 23Q: 3 clusters Score -122737.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -122745.898438 Penalty: 3521.204102
	Iteration 24Q: 3 clusters Score -122745.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -122749.953125 Penalty: 3521.204102
	Iteration 25Q: 3 clusters Score -122750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -122756.273438 Penalty: 3521.204102
	Iteration 26Q: 3 clusters Score -122756.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -122759.078125 Penalty: 3521.204102
	Iteration 27Q: 3 clusters Score -122759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -122762.328125 Penalty: 3521.204102
	Iteration 28Q: 3 clusters Score -122762.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -122762.328125 Penalty: 3521.204102
	Iteration 29F: 3 clusters Score -122762.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59759 members 
Mstep: Class 4 contains 212990 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 190525 members 
Mstep: Class 7 contains 10879 members 
Mstep: Class 8 contains 153832 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17503 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 15 contains 412 members 
Mstep: Class 16 contains 36280 members 
Mstep: Class 19 contains 166624 members 
Mstep: Class 21 contains 799 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
Score: -104305360.000000 Penalty: 64462.460938
Splitting cluster 21 changes total score from -104306472.000000 to -104305360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Entering Unmasked Estep 
Score: -427364.750000 Penalty: 2040.984741
	Iteration 0F: 2 clusters Score -427364.8 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 1905 members 
Entering Unmasked Estep 
Score: -423645.125000 Penalty: 4081.969482
	Iteration 0F: 3 clusters Score -423645.1 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -424407.218750 Penalty: 4081.969482
	Iteration 1F: 3 clusters Score -424407.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -424589.781250 Penalty: 4081.969482
	Iteration 2F: 3 clusters Score -424589.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -424696.625000 Penalty: 4081.969482
	Iteration 3Q: 3 clusters Score -424696.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -424772.375000 Penalty: 4081.969482
	Iteration 4Q: 3 clusters Score -424772.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -424842.031250 Penalty: 4081.969482
	Iteration 5Q: 3 clusters Score -424842 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -424887.593750 Penalty: 4081.969482
	Iteration 6Q: 3 clusters Score -424887.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -424927.375000 Penalty: 4081.969482
	Iteration 7Q: 3 clusters Score -424927.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -424971.687500 Penalty: 4081.969482
	Iteration 8Q: 3 clusters Score -424971.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -425002.781250 Penalty: 4081.969482
	Iteration 9Q: 3 clusters Score -425002.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -425027.906250 Penalty: 4081.969482
	Iteration 10Q: 3 clusters Score -425027.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -425049.906250 Penalty: 4081.969482
	Iteration 11Q: 3 clusters Score -425049.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -425066.156250 Penalty: 4081.969482
	Iteration 12Q: 3 clusters Score -425066.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -425086.656250 Penalty: 4081.969482
	Iteration 13Q: 3 clusters Score -425086.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -425108.250000 Penalty: 4081.969482
	Iteration 14Q: 3 clusters Score -425108.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -425130.218750 Penalty: 4081.969482
	Iteration 15Q: 3 clusters Score -425130.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -425147.937500 Penalty: 4081.969482
	Iteration 16Q: 3 clusters Score -425147.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -425165.531250 Penalty: 4081.969482
	Iteration 17Q: 3 clusters Score -425165.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -425189.000000 Penalty: 4081.969482
	Iteration 18Q: 3 clusters Score -425189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -425208.687500 Penalty: 4081.969482
	Iteration 19Q: 3 clusters Score -425208.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -425224.125000 Penalty: 4081.969482
	Iteration 20F: 3 clusters Score -425224.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -425235.562500 Penalty: 4081.969482
	Iteration 21Q: 3 clusters Score -425235.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -425244.625000 Penalty: 4081.969482
	Iteration 22Q: 3 clusters Score -425244.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -425252.968750 Penalty: 4081.969482
	Iteration 23Q: 3 clusters Score -425253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -425259.781250 Penalty: 4081.969482
	Iteration 24Q: 3 clusters Score -425259.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -425265.937500 Penalty: 4081.969482
	Iteration 25Q: 3 clusters Score -425265.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -425270.812500 Penalty: 4081.969482
	Iteration 26Q: 3 clusters Score -425270.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -425277.875000 Penalty: 4081.969482
	Iteration 27Q: 3 clusters Score -425277.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -425287.843750 Penalty: 4081.969482
	Iteration 28Q: 3 clusters Score -425287.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -425296.156250 Penalty: 4081.969482
	Iteration 29Q: 3 clusters Score -425296.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -425301.625000 Penalty: 4081.969482
	Iteration 30Q: 3 clusters Score -425301.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -425305.968750 Penalty: 4081.969482
	Iteration 31Q: 3 clusters Score -425306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -425308.687500 Penalty: 4081.969482
	Iteration 32Q: 3 clusters Score -425308.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -425310.625000 Penalty: 4081.969482
	Iteration 33Q: 3 clusters Score -425310.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -425312.375000 Penalty: 4081.969482
	Iteration 34Q: 3 clusters Score -425312.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -425316.593750 Penalty: 4081.969482
	Iteration 35Q: 3 clusters Score -425316.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -425319.781250 Penalty: 4081.969482
	Iteration 36Q: 3 clusters Score -425319.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -425325.406250 Penalty: 4081.969482
	Iteration 37Q: 3 clusters Score -425325.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -425328.937500 Penalty: 4081.969482
	Iteration 38Q: 3 clusters Score -425328.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -425332.062500 Penalty: 4081.969482
	Iteration 39Q: 3 clusters Score -425332.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -425334.000000 Penalty: 4081.969482
	Iteration 40F: 3 clusters Score -425334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -425335.250000 Penalty: 4081.969482
	Iteration 41Q: 3 clusters Score -425335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -425335.843750 Penalty: 4081.969482
	Iteration 42Q: 3 clusters Score -425335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -425336.031250 Penalty: 4081.969482
	Iteration 43Q: 3 clusters Score -425336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -425337.125000 Penalty: 4081.969482
	Iteration 44Q: 3 clusters Score -425337.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -425339.187500 Penalty: 4081.969482
	Iteration 45Q: 3 clusters Score -425339.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -425341.593750 Penalty: 4081.969482
	Iteration 46Q: 3 clusters Score -425341.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -425344.562500 Penalty: 4081.969482
	Iteration 47Q: 3 clusters Score -425344.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -425350.812500 Penalty: 4081.969482
	Iteration 48Q: 3 clusters Score -425350.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -425360.406250 Penalty: 4081.969482
	Iteration 49Q: 3 clusters Score -425360.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -425373.375000 Penalty: 4081.969482
	Iteration 50Q: 3 clusters Score -425373.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -425390.406250 Penalty: 4081.969482
	Iteration 51Q: 3 clusters Score -425390.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -425407.031250 Penalty: 4081.969482
	Iteration 52Q: 3 clusters Score -425407 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -425436.968750 Penalty: 4081.969482
	Iteration 53Q: 3 clusters Score -425437 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -425460.156250 Penalty: 4081.969482
	Iteration 54Q: 3 clusters Score -425460.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -425476.031250 Penalty: 4081.969482
	Iteration 55Q: 3 clusters Score -425476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -425495.437500 Penalty: 4081.969482
	Iteration 56Q: 3 clusters Score -425495.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -425512.500000 Penalty: 4081.969482
	Iteration 57Q: 3 clusters Score -425512.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -425524.937500 Penalty: 4081.969482
	Iteration 58Q: 3 clusters Score -425524.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -425544.156250 Penalty: 4081.969482
	Iteration 59Q: 3 clusters Score -425544.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -425570.593750 Penalty: 4081.969482
	Iteration 60F: 3 clusters Score -425570.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -425590.250000 Penalty: 4081.969482
	Iteration 61Q: 3 clusters Score -425590.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -425607.187500 Penalty: 4081.969482
	Iteration 62Q: 3 clusters Score -425607.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -425624.875000 Penalty: 4081.969482
	Iteration 63Q: 3 clusters Score -425624.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -425643.718750 Penalty: 4081.969482
	Iteration 64Q: 3 clusters Score -425643.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -425656.125000 Penalty: 4081.969482
	Iteration 65Q: 3 clusters Score -425656.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -425667.093750 Penalty: 4081.969482
	Iteration 66Q: 3 clusters Score -425667.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -425683.187500 Penalty: 4081.969482
	Iteration 67Q: 3 clusters Score -425683.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -425711.843750 Penalty: 4081.969482
	Iteration 68Q: 3 clusters Score -425711.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -425740.343750 Penalty: 4081.969482
	Iteration 69Q: 3 clusters Score -425740.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -425765.875000 Penalty: 4081.969482
	Iteration 70Q: 3 clusters Score -425765.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -425785.937500 Penalty: 4081.969482
	Iteration 71Q: 3 clusters Score -425785.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -425808.218750 Penalty: 4081.969482
	Iteration 72Q: 3 clusters Score -425808.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -425820.468750 Penalty: 4081.969482
	Iteration 73Q: 3 clusters Score -425820.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -425835.468750 Penalty: 4081.969482
	Iteration 74Q: 3 clusters Score -425835.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -425855.125000 Penalty: 4081.969482
	Iteration 75Q: 3 clusters Score -425855.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -425871.968750 Penalty: 4081.969482
	Iteration 76Q: 3 clusters Score -425872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -425885.781250 Penalty: 4081.969482
	Iteration 77Q: 3 clusters Score -425885.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -425896.656250 Penalty: 4081.969482
	Iteration 78Q: 3 clusters Score -425896.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -425906.125000 Penalty: 4081.969482
	Iteration 79Q: 3 clusters Score -425906.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -425912.531250 Penalty: 4081.969482
	Iteration 80F: 3 clusters Score -425912.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -425917.875000 Penalty: 4081.969482
	Iteration 81Q: 3 clusters Score -425917.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -425921.937500 Penalty: 4081.969482
	Iteration 82Q: 3 clusters Score -425921.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -425931.562500 Penalty: 4081.969482
	Iteration 83Q: 3 clusters Score -425931.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -425940.968750 Penalty: 4081.969482
	Iteration 84Q: 3 clusters Score -425941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -425952.593750 Penalty: 4081.969482
	Iteration 85Q: 3 clusters Score -425952.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -425964.593750 Penalty: 4081.969482
	Iteration 86Q: 3 clusters Score -425964.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -425976.312500 Penalty: 4081.969482
	Iteration 87Q: 3 clusters Score -425976.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -425984.000000 Penalty: 4081.969482
	Iteration 88Q: 3 clusters Score -425984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -425995.406250 Penalty: 4081.969482
	Iteration 89Q: 3 clusters Score -425995.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -426006.000000 Penalty: 4081.969482
	Iteration 90Q: 3 clusters Score -426006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -426016.406250 Penalty: 4081.969482
	Iteration 91Q: 3 clusters Score -426016.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -426023.031250 Penalty: 4081.969482
	Iteration 92Q: 3 clusters Score -426023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -426031.062500 Penalty: 4081.969482
	Iteration 93Q: 3 clusters Score -426031.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -426038.281250 Penalty: 4081.969482
	Iteration 94Q: 3 clusters Score -426038.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -426043.875000 Penalty: 4081.969482
	Iteration 95Q: 3 clusters Score -426043.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -426050.312500 Penalty: 4081.969482
	Iteration 96Q: 3 clusters Score -426050.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -426053.812500 Penalty: 4081.969482
	Iteration 97Q: 3 clusters Score -426053.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -426055.593750 Penalty: 4081.969482
	Iteration 98Q: 3 clusters Score -426055.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -426057.968750 Penalty: 4081.969482
	Iteration 99Q: 3 clusters Score -426058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -426059.281250 Penalty: 4081.969482
	Iteration 100F: 3 clusters Score -426059.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -426064.375000 Penalty: 4081.969482
	Iteration 101Q: 3 clusters Score -426064.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -426068.656250 Penalty: 4081.969482
	Iteration 102Q: 3 clusters Score -426068.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -426074.187500 Penalty: 4081.969482
	Iteration 103Q: 3 clusters Score -426074.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -426079.343750 Penalty: 4081.969482
	Iteration 104Q: 3 clusters Score -426079.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -426082.750000 Penalty: 4081.969482
	Iteration 105Q: 3 clusters Score -426082.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -426085.718750 Penalty: 4081.969482
	Iteration 106Q: 3 clusters Score -426085.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -426088.343750 Penalty: 4081.969482
	Iteration 107Q: 3 clusters Score -426088.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -426090.093750 Penalty: 4081.969482
	Iteration 108Q: 3 clusters Score -426090.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -426090.375000 Penalty: 4081.969482
	Iteration 109Q: 3 clusters Score -426090.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -426090.375000 Penalty: 4081.969482
	Iteration 110F: 3 clusters Score -426090.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59759 members 
Mstep: Class 4 contains 212990 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 190525 members 
Mstep: Class 7 contains 10879 members 
Mstep: Class 8 contains 153832 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17503 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36280 members 
Mstep: Class 19 contains 166624 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306520.000000 Penalty: 61069.699219
Iteration 439Q: 19 clusters Score -1.043065e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59750 members 
Mstep: Class 4 contains 213034 members 
Mstep: Class 5 contains 3832 members 
Mstep: Class 6 contains 190504 members 
Mstep: Class 7 contains 10868 members 
Mstep: Class 8 contains 153809 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17508 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36299 members 
Mstep: Class 19 contains 166604 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306656.000000 Penalty: 61069.699219
Iteration 440F: 19 clusters Score -1.043067e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59740 members 
Mstep: Class 4 contains 213077 members 
Mstep: Class 5 contains 3836 members 
Mstep: Class 6 contains 190479 members 
Mstep: Class 7 contains 10861 members 
Mstep: Class 8 contains 153791 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17516 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36315 members 
Mstep: Class 19 contains 166594 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306576.000000 Penalty: 61069.699219
Iteration 441Q: 19 clusters Score -1.043066e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59731 members 
Mstep: Class 4 contains 213120 members 
Mstep: Class 5 contains 3848 members 
Mstep: Class 6 contains 190450 members 
Mstep: Class 7 contains 10857 members 
Mstep: Class 8 contains 153780 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17521 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36320 members 
Mstep: Class 19 contains 166585 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306720.000000 Penalty: 61069.699219
Iteration 442Q: 19 clusters Score -1.043067e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59722 members 
Mstep: Class 4 contains 213153 members 
Mstep: Class 5 contains 3859 members 
Mstep: Class 6 contains 190415 members 
Mstep: Class 7 contains 10849 members 
Mstep: Class 8 contains 153775 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17525 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36331 members 
Mstep: Class 19 contains 166582 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306768.000000 Penalty: 61069.699219
Iteration 443Q: 19 clusters Score -1.043068e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59718 members 
Mstep: Class 4 contains 213190 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 190385 members 
Mstep: Class 7 contains 10841 members 
Mstep: Class 8 contains 153761 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17531 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36334 members 
Mstep: Class 19 contains 166577 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306648.000000 Penalty: 61069.699219
Iteration 444Q: 19 clusters Score -1.043066e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59714 members 
Mstep: Class 4 contains 213245 members 
Mstep: Class 5 contains 3882 members 
Mstep: Class 6 contains 190351 members 
Mstep: Class 7 contains 10832 members 
Mstep: Class 8 contains 153753 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17532 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36334 members 
Mstep: Class 19 contains 166566 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306528.000000 Penalty: 61069.699219
Iteration 445Q: 19 clusters Score -1.043065e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59711 members 
Mstep: Class 4 contains 213310 members 
Mstep: Class 5 contains 3889 members 
Mstep: Class 6 contains 190310 members 
Mstep: Class 7 contains 10823 members 
Mstep: Class 8 contains 153745 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17535 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36338 members 
Mstep: Class 19 contains 166546 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306528.000000 Penalty: 61069.699219
Iteration 446Q: 19 clusters Score -1.043065e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59712 members 
Mstep: Class 4 contains 213354 members 
Mstep: Class 5 contains 3893 members 
Mstep: Class 6 contains 190268 members 
Mstep: Class 7 contains 10819 members 
Mstep: Class 8 contains 153743 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17537 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36345 members 
Mstep: Class 19 contains 166536 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306592.000000 Penalty: 61069.699219
Iteration 447Q: 19 clusters Score -1.043066e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59714 members 
Mstep: Class 4 contains 213390 members 
Mstep: Class 5 contains 3901 members 
Mstep: Class 6 contains 190246 members 
Mstep: Class 7 contains 10815 members 
Mstep: Class 8 contains 153742 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17535 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36349 members 
Mstep: Class 19 contains 166511 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306608.000000 Penalty: 61069.699219
Iteration 448Q: 19 clusters Score -1.043066e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59714 members 
Mstep: Class 4 contains 213430 members 
Mstep: Class 5 contains 3910 members 
Mstep: Class 6 contains 190214 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 153745 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17535 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36350 members 
Mstep: Class 19 contains 166493 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306600.000000 Penalty: 61069.699219
Iteration 449Q: 19 clusters Score -1.043066e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59713 members 
Mstep: Class 4 contains 213483 members 
Mstep: Class 5 contains 3916 members 
Mstep: Class 6 contains 190181 members 
Mstep: Class 7 contains 10812 members 
Mstep: Class 8 contains 153730 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17536 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36352 members 
Mstep: Class 19 contains 166483 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306528.000000 Penalty: 61069.699219
Iteration 450Q: 19 clusters Score -1.043065e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59707 members 
Mstep: Class 4 contains 213532 members 
Mstep: Class 5 contains 3930 members 
Mstep: Class 6 contains 190158 members 
Mstep: Class 7 contains 10802 members 
Mstep: Class 8 contains 153722 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17535 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36353 members 
Mstep: Class 19 contains 166469 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306624.000000 Penalty: 61069.699219
Iteration 451Q: 19 clusters Score -1.043066e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59705 members 
Mstep: Class 4 contains 213560 members 
Mstep: Class 5 contains 3941 members 
Mstep: Class 6 contains 190150 members 
Mstep: Class 7 contains 10791 members 
Mstep: Class 8 contains 153711 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17538 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36350 members 
Mstep: Class 19 contains 166463 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306568.000000 Penalty: 61069.699219
Iteration 452Q: 19 clusters Score -1.043066e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59703 members 
Mstep: Class 4 contains 213585 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 6 contains 190134 members 
Mstep: Class 7 contains 10786 members 
Mstep: Class 8 contains 153714 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17537 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36353 members 
Mstep: Class 19 contains 166451 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306624.000000 Penalty: 61069.699219
Iteration 453Q: 19 clusters Score -1.043066e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59694 members 
Mstep: Class 4 contains 213621 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 190112 members 
Mstep: Class 7 contains 10781 members 
Mstep: Class 8 contains 153713 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17535 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36359 members 
Mstep: Class 19 contains 166447 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306600.000000 Penalty: 61069.699219
Iteration 454Q: 19 clusters Score -1.043066e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59689 members 
Mstep: Class 4 contains 213655 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 6 contains 190091 members 
Mstep: Class 7 contains 10776 members 
Mstep: Class 8 contains 153715 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17535 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36368 members 
Mstep: Class 19 contains 166433 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306688.000000 Penalty: 61069.699219
Iteration 455Q: 19 clusters Score -1.043067e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59686 members 
Mstep: Class 4 contains 213695 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 6 contains 190074 members 
Mstep: Class 7 contains 10772 members 
Mstep: Class 8 contains 153717 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17532 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36373 members 
Mstep: Class 19 contains 166413 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306656.000000 Penalty: 61069.699219
Iteration 456Q: 19 clusters Score -1.043067e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59683 members 
Mstep: Class 4 contains 213750 members 
Mstep: Class 5 contains 3944 members 
Mstep: Class 6 contains 190037 members 
Mstep: Class 7 contains 10768 members 
Mstep: Class 8 contains 153709 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17534 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36377 members 
Mstep: Class 19 contains 166402 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306624.000000 Penalty: 61069.699219
Iteration 457Q: 19 clusters Score -1.043066e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59673 members 
Mstep: Class 4 contains 213811 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 190021 members 
Mstep: Class 7 contains 10767 members 
Mstep: Class 8 contains 153695 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17534 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36381 members 
Mstep: Class 19 contains 166378 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306720.000000 Penalty: 61069.699219
Iteration 458Q: 19 clusters Score -1.043067e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59657 members 
Mstep: Class 4 contains 213858 members 
Mstep: Class 5 contains 3938 members 
Mstep: Class 6 contains 190011 members 
Mstep: Class 7 contains 10768 members 
Mstep: Class 8 contains 153690 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17537 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36390 members 
Mstep: Class 19 contains 166357 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306672.000000 Penalty: 61069.699219
Iteration 459Q: 19 clusters Score -1.043067e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59645 members 
Mstep: Class 4 contains 213913 members 
Mstep: Class 5 contains 3939 members 
Mstep: Class 6 contains 189985 members 
Mstep: Class 7 contains 10769 members 
Mstep: Class 8 contains 153685 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17535 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36395 members 
Mstep: Class 19 contains 166340 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306664.000000 Penalty: 61069.699219
Iteration 460F: 19 clusters Score -1.043067e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59647 members 
Mstep: Class 4 contains 213957 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 189951 members 
Mstep: Class 7 contains 10770 members 
Mstep: Class 8 contains 153677 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17534 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36393 members 
Mstep: Class 19 contains 166332 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306504.000000 Penalty: 61069.699219
Iteration 461Q: 19 clusters Score -1.043065e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59633 members 
Mstep: Class 4 contains 213995 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 6 contains 189931 members 
Mstep: Class 7 contains 10768 members 
Mstep: Class 8 contains 153669 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17534 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36396 members 
Mstep: Class 19 contains 166332 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306648.000000 Penalty: 61069.699219
Iteration 462Q: 19 clusters Score -1.043066e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59619 members 
Mstep: Class 4 contains 214034 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 189906 members 
Mstep: Class 7 contains 10765 members 
Mstep: Class 8 contains 153666 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17535 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36399 members 
Mstep: Class 19 contains 166330 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306704.000000 Penalty: 61069.699219
Iteration 463Q: 19 clusters Score -1.043067e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59607 members 
Mstep: Class 4 contains 214062 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 189887 members 
Mstep: Class 7 contains 10763 members 
Mstep: Class 8 contains 153663 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17537 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36406 members 
Mstep: Class 19 contains 166327 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306720.000000 Penalty: 61069.699219
Iteration 464Q: 19 clusters Score -1.043067e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59595 members 
Mstep: Class 4 contains 214098 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 189859 members 
Mstep: Class 7 contains 10764 members 
Mstep: Class 8 contains 153663 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17537 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36410 members 
Mstep: Class 19 contains 166326 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306704.000000 Penalty: 61069.699219
Iteration 465Q: 19 clusters Score -1.043067e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59590 members 
Mstep: Class 4 contains 214134 members 
Mstep: Class 5 contains 3951 members 
Mstep: Class 6 contains 189826 members 
Mstep: Class 7 contains 10761 members 
Mstep: Class 8 contains 153659 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17538 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36413 members 
Mstep: Class 19 contains 166330 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306680.000000 Penalty: 61069.699219
Iteration 466Q: 19 clusters Score -1.043067e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59584 members 
Mstep: Class 4 contains 214154 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 189805 members 
Mstep: Class 7 contains 10760 members 
Mstep: Class 8 contains 153658 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17540 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36418 members 
Mstep: Class 19 contains 166333 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306672.000000 Penalty: 61069.699219
Iteration 467Q: 19 clusters Score -1.043067e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59582 members 
Mstep: Class 4 contains 214168 members 
Mstep: Class 5 contains 3951 members 
Mstep: Class 6 contains 189791 members 
Mstep: Class 7 contains 10759 members 
Mstep: Class 8 contains 153652 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17540 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36422 members 
Mstep: Class 19 contains 166337 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306648.000000 Penalty: 61069.699219
Iteration 468Q: 19 clusters Score -1.043066e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59579 members 
Mstep: Class 4 contains 214187 members 
Mstep: Class 5 contains 3952 members 
Mstep: Class 6 contains 189775 members 
Mstep: Class 7 contains 10759 members 
Mstep: Class 8 contains 153641 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17541 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36425 members 
Mstep: Class 19 contains 166343 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306736.000000 Penalty: 61069.699219
Iteration 469Q: 19 clusters Score -1.043067e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59577 members 
Mstep: Class 4 contains 214208 members 
Mstep: Class 5 contains 3951 members 
Mstep: Class 6 contains 189765 members 
Mstep: Class 7 contains 10759 members 
Mstep: Class 8 contains 153627 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17542 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36433 members 
Mstep: Class 19 contains 166341 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306696.000000 Penalty: 61069.699219
Iteration 470Q: 19 clusters Score -1.043067e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59575 members 
Mstep: Class 4 contains 214234 members 
Mstep: Class 5 contains 3952 members 
Mstep: Class 6 contains 189746 members 
Mstep: Class 7 contains 10759 members 
Mstep: Class 8 contains 153619 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17542 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36438 members 
Mstep: Class 19 contains 166338 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306656.000000 Penalty: 61069.699219
Iteration 471Q: 19 clusters Score -1.043067e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59570 members 
Mstep: Class 4 contains 214255 members 
Mstep: Class 5 contains 3951 members 
Mstep: Class 6 contains 189740 members 
Mstep: Class 7 contains 10759 members 
Mstep: Class 8 contains 153605 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17542 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36443 members 
Mstep: Class 19 contains 166339 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306672.000000 Penalty: 61069.699219
Iteration 472Q: 19 clusters Score -1.043067e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59566 members 
Mstep: Class 4 contains 214271 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 189731 members 
Mstep: Class 7 contains 10760 members 
Mstep: Class 8 contains 153592 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17542 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36449 members 
Mstep: Class 19 contains 166342 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306608.000000 Penalty: 61069.699219
Iteration 473Q: 19 clusters Score -1.043066e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59564 members 
Mstep: Class 4 contains 214294 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 189708 members 
Mstep: Class 7 contains 10759 members 
Mstep: Class 8 contains 153586 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17541 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36450 members 
Mstep: Class 19 contains 166352 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306536.000000 Penalty: 61069.699219
Iteration 474Q: 19 clusters Score -1.043065e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59561 members 
Mstep: Class 4 contains 214318 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 189701 members 
Mstep: Class 7 contains 10760 members 
Mstep: Class 8 contains 153564 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17542 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36450 members 
Mstep: Class 19 contains 166358 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306624.000000 Penalty: 61069.699219
Iteration 475Q: 19 clusters Score -1.043066e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59558 members 
Mstep: Class 4 contains 214335 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 189697 members 
Mstep: Class 7 contains 10761 members 
Mstep: Class 8 contains 153548 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17542 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36451 members 
Mstep: Class 19 contains 166363 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306616.000000 Penalty: 61069.699219
Iteration 476Q: 19 clusters Score -1.043066e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59555 members 
Mstep: Class 4 contains 214345 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 189684 members 
Mstep: Class 7 contains 10761 members 
Mstep: Class 8 contains 153541 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17544 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36455 members 
Mstep: Class 19 contains 166370 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306616.000000 Penalty: 61069.699219
Iteration 477Q: 19 clusters Score -1.043066e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59554 members 
Mstep: Class 4 contains 214359 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 189660 members 
Mstep: Class 7 contains 10759 members 
Mstep: Class 8 contains 153545 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17542 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36459 members 
Mstep: Class 19 contains 166376 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306632.000000 Penalty: 61069.699219
Iteration 478Q: 19 clusters Score -1.043066e+08 nChanged 74
Entering ConstructFrom: 
Score: -104306632.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (5354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Entering Unmasked Estep 
Score: -644196.812500 Penalty: 2129.228516
	Iteration 0F: 2 clusters Score -644196.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -639441.187500 Penalty: 4258.457031
	Iteration 0F: 3 clusters Score -639441.2 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -640596.187500 Penalty: 4258.457031
	Iteration 1F: 3 clusters Score -640596.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -640801.000000 Penalty: 4258.457031
	Iteration 2F: 3 clusters Score -640801 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -640924.750000 Penalty: 4258.457031
	Iteration 3Q: 3 clusters Score -640924.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -640999.000000 Penalty: 4258.457031
	Iteration 4Q: 3 clusters Score -640999 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -641053.437500 Penalty: 4258.457031
	Iteration 5Q: 3 clusters Score -641053.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -641097.812500 Penalty: 4258.457031
	Iteration 6Q: 3 clusters Score -641097.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -641128.562500 Penalty: 4258.457031
	Iteration 7Q: 3 clusters Score -641128.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -641150.875000 Penalty: 4258.457031
	Iteration 8Q: 3 clusters Score -641150.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -641167.812500 Penalty: 4258.457031
	Iteration 9Q: 3 clusters Score -641167.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -641181.937500 Penalty: 4258.457031
	Iteration 10Q: 3 clusters Score -641181.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -641198.375000 Penalty: 4258.457031
	Iteration 11Q: 3 clusters Score -641198.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -641214.437500 Penalty: 4258.457031
	Iteration 12Q: 3 clusters Score -641214.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -641228.375000 Penalty: 4258.457031
	Iteration 13Q: 3 clusters Score -641228.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -641240.500000 Penalty: 4258.457031
	Iteration 14Q: 3 clusters Score -641240.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -641251.812500 Penalty: 4258.457031
	Iteration 15Q: 3 clusters Score -641251.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -641260.250000 Penalty: 4258.457031
	Iteration 16Q: 3 clusters Score -641260.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -641271.437500 Penalty: 4258.457031
	Iteration 17Q: 3 clusters Score -641271.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -641284.437500 Penalty: 4258.457031
	Iteration 18Q: 3 clusters Score -641284.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -641292.937500 Penalty: 4258.457031
	Iteration 19Q: 3 clusters Score -641292.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -641304.375000 Penalty: 4258.457031
	Iteration 20F: 3 clusters Score -641304.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -641316.562500 Penalty: 4258.457031
	Iteration 21Q: 3 clusters Score -641316.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -641326.812500 Penalty: 4258.457031
	Iteration 22Q: 3 clusters Score -641326.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -641335.812500 Penalty: 4258.457031
	Iteration 23Q: 3 clusters Score -641335.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -641347.062500 Penalty: 4258.457031
	Iteration 24Q: 3 clusters Score -641347.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -641357.437500 Penalty: 4258.457031
	Iteration 25Q: 3 clusters Score -641357.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -641363.750000 Penalty: 4258.457031
	Iteration 26Q: 3 clusters Score -641363.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -641369.500000 Penalty: 4258.457031
	Iteration 27Q: 3 clusters Score -641369.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -641377.187500 Penalty: 4258.457031
	Iteration 28Q: 3 clusters Score -641377.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -641387.687500 Penalty: 4258.457031
	Iteration 29Q: 3 clusters Score -641387.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -641395.562500 Penalty: 4258.457031
	Iteration 30Q: 3 clusters Score -641395.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -641404.812500 Penalty: 4258.457031
	Iteration 31Q: 3 clusters Score -641404.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -641413.250000 Penalty: 4258.457031
	Iteration 32Q: 3 clusters Score -641413.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -641425.062500 Penalty: 4258.457031
	Iteration 33Q: 3 clusters Score -641425.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -641431.687500 Penalty: 4258.457031
	Iteration 34Q: 3 clusters Score -641431.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -641440.000000 Penalty: 4258.457031
	Iteration 35Q: 3 clusters Score -641440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -641449.500000 Penalty: 4258.457031
	Iteration 36Q: 3 clusters Score -641449.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -641463.375000 Penalty: 4258.457031
	Iteration 37Q: 3 clusters Score -641463.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -641477.812500 Penalty: 4258.457031
	Iteration 38Q: 3 clusters Score -641477.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -641491.937500 Penalty: 4258.457031
	Iteration 39Q: 3 clusters Score -641491.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -641508.187500 Penalty: 4258.457031
	Iteration 40F: 3 clusters Score -641508.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -641523.062500 Penalty: 4258.457031
	Iteration 41Q: 3 clusters Score -641523.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -641538.250000 Penalty: 4258.457031
	Iteration 42Q: 3 clusters Score -641538.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -641557.187500 Penalty: 4258.457031
	Iteration 43Q: 3 clusters Score -641557.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -641574.875000 Penalty: 4258.457031
	Iteration 44Q: 3 clusters Score -641574.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -641596.750000 Penalty: 4258.457031
	Iteration 45Q: 3 clusters Score -641596.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -641621.562500 Penalty: 4258.457031
	Iteration 46Q: 3 clusters Score -641621.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -641650.250000 Penalty: 4258.457031
	Iteration 47Q: 3 clusters Score -641650.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -641682.875000 Penalty: 4258.457031
	Iteration 48Q: 3 clusters Score -641682.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -641716.250000 Penalty: 4258.457031
	Iteration 49Q: 3 clusters Score -641716.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -641758.625000 Penalty: 4258.457031
	Iteration 50Q: 3 clusters Score -641758.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -641809.750000 Penalty: 4258.457031
	Iteration 51Q: 3 clusters Score -641809.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -641861.625000 Penalty: 4258.457031
	Iteration 52Q: 3 clusters Score -641861.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -641913.625000 Penalty: 4258.457031
	Iteration 53Q: 3 clusters Score -641913.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -641971.937500 Penalty: 4258.457031
	Iteration 54Q: 3 clusters Score -641971.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -642017.312500 Penalty: 4258.457031
	Iteration 55Q: 3 clusters Score -642017.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -642058.062500 Penalty: 4258.457031
	Iteration 56Q: 3 clusters Score -642058.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -642089.250000 Penalty: 4258.457031
	Iteration 57Q: 3 clusters Score -642089.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -642120.312500 Penalty: 4258.457031
	Iteration 58Q: 3 clusters Score -642120.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -642154.437500 Penalty: 4258.457031
	Iteration 59Q: 3 clusters Score -642154.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -642182.312500 Penalty: 4258.457031
	Iteration 60F: 3 clusters Score -642182.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -642203.812500 Penalty: 4258.457031
	Iteration 61Q: 3 clusters Score -642203.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -642228.125000 Penalty: 4258.457031
	Iteration 62Q: 3 clusters Score -642228.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -642246.500000 Penalty: 4258.457031
	Iteration 63Q: 3 clusters Score -642246.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -642265.625000 Penalty: 4258.457031
	Iteration 64Q: 3 clusters Score -642265.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -642281.250000 Penalty: 4258.457031
	Iteration 65Q: 3 clusters Score -642281.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -642288.937500 Penalty: 4258.457031
	Iteration 66Q: 3 clusters Score -642288.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -642296.562500 Penalty: 4258.457031
	Iteration 67Q: 3 clusters Score -642296.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -642303.750000 Penalty: 4258.457031
	Iteration 68Q: 3 clusters Score -642303.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -642314.437500 Penalty: 4258.457031
	Iteration 69Q: 3 clusters Score -642314.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -642324.375000 Penalty: 4258.457031
	Iteration 70Q: 3 clusters Score -642324.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -642328.062500 Penalty: 4258.457031
	Iteration 71Q: 3 clusters Score -642328.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -642337.062500 Penalty: 4258.457031
	Iteration 72Q: 3 clusters Score -642337.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -642343.937500 Penalty: 4258.457031
	Iteration 73Q: 3 clusters Score -642343.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -642349.375000 Penalty: 4258.457031
	Iteration 74Q: 3 clusters Score -642349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -642350.812500 Penalty: 4258.457031
	Iteration 75Q: 3 clusters Score -642350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -642350.812500 Penalty: 4258.457031
	Iteration 76Q: 3 clusters Score -642350.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -642350.812500 Penalty: 4258.457031
	Iteration 77F: 3 clusters Score -642350.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -52480.910156 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -52480.91 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 265 members 
Entering Unmasked Estep 
Score: -50990.601562 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -50990.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51196.812500 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -51196.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51278.195312 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -51278.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51355.441406 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -51355.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51390.937500 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -51390.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51409.828125 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -51409.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51415.214844 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -51415.21 nChanged 3
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: -51422.164062 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -51422.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51427.144531 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -51427.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51433.894531 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -51433.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51439.246094 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -51439.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51448.101562 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -51448.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51449.929688 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -51449.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51451.574219 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -51451.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51451.574219 Penalty: 3115.076416
	Iteration 14F: 3 clusters Score -51451.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (59552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Entering Unmasked Estep 
Score: -7313823.500000 Penalty: 2726.662109
	Iteration 0F: 2 clusters Score -7313824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -7273613.500000 Penalty: 5453.324219
	Iteration 0F: 3 clusters Score -7273614 nChanged 27850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -7289012.500000 Penalty: 5453.324219
	Iteration 1F: 3 clusters Score -7289012 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -7289860.500000 Penalty: 5453.324219
	Iteration 2Q: 3 clusters Score -7289860 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -7291130.500000 Penalty: 5453.324219
	Iteration 3Q: 3 clusters Score -7291130 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -7293331.000000 Penalty: 5453.324219
	Iteration 4F: 3 clusters Score -7293331 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -7297171.500000 Penalty: 5453.324219
	Iteration 5F: 3 clusters Score -7297172 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -7302279.000000 Penalty: 5453.324219
	Iteration 6F: 3 clusters Score -7302279 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -7307178.000000 Penalty: 5453.324219
	Iteration 7F: 3 clusters Score -7307178 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58090 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7309994.000000 Penalty: 5453.324219
	Iteration 8Q: 3 clusters Score -7309994 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7310979.500000 Penalty: 5453.324219
	Iteration 9Q: 3 clusters Score -7310980 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7311199.000000 Penalty: 5453.324219
	Iteration 10Q: 3 clusters Score -7311199 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7311294.000000 Penalty: 5453.324219
	Iteration 11Q: 3 clusters Score -7311294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7311344.500000 Penalty: 5453.324219
	Iteration 12Q: 3 clusters Score -7311344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7311372.500000 Penalty: 5453.324219
	Iteration 13Q: 3 clusters Score -7311372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7311401.500000 Penalty: 5453.324219
	Iteration 14Q: 3 clusters Score -7311402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59363 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7311401.000000 Penalty: 5453.324219
	Iteration 15Q: 3 clusters Score -7311401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59363 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7311405.000000 Penalty: 5453.324219
	Iteration 16Q: 3 clusters Score -7311405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7311400.500000 Penalty: 5453.324219
	Iteration 17Q: 3 clusters Score -7311400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59365 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7311408.000000 Penalty: 5453.324219
	Iteration 18Q: 3 clusters Score -7311408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7311404.500000 Penalty: 5453.324219
	Iteration 19Q: 3 clusters Score -7311404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7311404.500000 Penalty: 5453.324219
	Iteration 20F: 3 clusters Score -7311404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (214387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214387 members 
Entering Unmasked Estep 
Score: -25977562.000000 Penalty: 3044.333496
	Iteration 0F: 2 clusters Score -2.597756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107366 members 
Mstep: Class 2 contains 107021 members 
Entering Unmasked Estep 
Score: -25836176.000000 Penalty: 6088.666992
	Iteration 0F: 3 clusters Score -2.583618e+07 nChanged 103288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110416 members 
Mstep: Class 2 contains 103971 members 
Entering Unmasked Estep 
Score: -25896014.000000 Penalty: 6088.666992
	Iteration 1F: 3 clusters Score -2.589601e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112678 members 
Mstep: Class 2 contains 101709 members 
Entering Unmasked Estep 
Score: -25896914.000000 Penalty: 6088.666992
	Iteration 2Q: 3 clusters Score -2.589691e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116176 members 
Mstep: Class 2 contains 98211 members 
Entering Unmasked Estep 
Score: -25898210.000000 Penalty: 6088.666992
	Iteration 3Q: 3 clusters Score -2.589821e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121438 members 
Mstep: Class 2 contains 92949 members 
Entering Unmasked Estep 
Score: -25899986.000000 Penalty: 6088.666992
	Iteration 4Q: 3 clusters Score -2.589999e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129475 members 
Mstep: Class 2 contains 84912 members 
Entering Unmasked Estep 
Score: -25903418.000000 Penalty: 6088.666992
	Iteration 5Q: 3 clusters Score -2.590342e+07 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141422 members 
Mstep: Class 2 contains 72965 members 
Entering Unmasked Estep 
Score: -25909922.000000 Penalty: 6088.666992
	Iteration 6F: 3 clusters Score -2.590992e+07 nChanged 16776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158042 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -25922334.000000 Penalty: 6088.666992
	Iteration 7F: 3 clusters Score -2.592233e+07 nChanged 20209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178205 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -25940546.000000 Penalty: 6088.666992
	Iteration 8F: 3 clusters Score -2.594055e+07 nChanged 18767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196966 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -25959152.000000 Penalty: 6088.666992
	Iteration 9F: 3 clusters Score -2.595915e+07 nChanged 11106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208072 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -25969446.000000 Penalty: 6088.666992
	Iteration 10F: 3 clusters Score -2.596945e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212247 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -25973122.000000 Penalty: 6088.666992
	Iteration 11Q: 3 clusters Score -2.597312e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213504 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -25974318.000000 Penalty: 6088.666992
	Iteration 12Q: 3 clusters Score -2.597432e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213834 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -25974600.000000 Penalty: 6088.666992
	Iteration 13Q: 3 clusters Score -2.59746e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213939 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -25974700.000000 Penalty: 6088.666992
	Iteration 14Q: 3 clusters Score -2.59747e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213979 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -25974768.000000 Penalty: 6088.666992
	Iteration 15Q: 3 clusters Score -2.597477e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214001 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -25974794.000000 Penalty: 6088.666992
	Iteration 16Q: 3 clusters Score -2.597479e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214013 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -25974804.000000 Penalty: 6088.666992
	Iteration 17Q: 3 clusters Score -2.59748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214023 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -25974810.000000 Penalty: 6088.666992
	Iteration 18Q: 3 clusters Score -2.597481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214033 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -25974842.000000 Penalty: 6088.666992
	Iteration 19Q: 3 clusters Score -2.597484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214039 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -25974846.000000 Penalty: 6088.666992
	Iteration 20F: 3 clusters Score -2.597485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214046 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -25974858.000000 Penalty: 6088.666992
	Iteration 21Q: 3 clusters Score -2.597486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214055 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -25974866.000000 Penalty: 6088.666992
	Iteration 22Q: 3 clusters Score -2.597487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214057 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -25974886.000000 Penalty: 6088.666992
	Iteration 23Q: 3 clusters Score -2.597489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214056 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -25974884.000000 Penalty: 6088.666992
	Iteration 24Q: 3 clusters Score -2.597488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214056 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -25974904.000000 Penalty: 6088.666992
	Iteration 25Q: 3 clusters Score -2.59749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214055 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -25974896.000000 Penalty: 6088.666992
	Iteration 26Q: 3 clusters Score -2.59749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214055 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -25974894.000000 Penalty: 6088.666992
	Iteration 27Q: 3 clusters Score -2.597489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214055 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -25974894.000000 Penalty: 6088.666992
	Iteration 28F: 3 clusters Score -2.597489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Entering Unmasked Estep 
Score: -470147.781250 Penalty: 2053.741943
	Iteration 0F: 2 clusters Score -470147.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -466273.125000 Penalty: 4107.483887
	Iteration 0F: 3 clusters Score -466273.1 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -467069.062500 Penalty: 4107.483887
	Iteration 1F: 3 clusters Score -467069.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -467247.468750 Penalty: 4107.483887
	Iteration 2F: 3 clusters Score -467247.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -467345.343750 Penalty: 4107.483887
	Iteration 3Q: 3 clusters Score -467345.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -467410.218750 Penalty: 4107.483887
	Iteration 4Q: 3 clusters Score -467410.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -467449.906250 Penalty: 4107.483887
	Iteration 5Q: 3 clusters Score -467449.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -467479.406250 Penalty: 4107.483887
	Iteration 6Q: 3 clusters Score -467479.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -467501.062500 Penalty: 4107.483887
	Iteration 7Q: 3 clusters Score -467501.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -467520.656250 Penalty: 4107.483887
	Iteration 8Q: 3 clusters Score -467520.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -467537.343750 Penalty: 4107.483887
	Iteration 9Q: 3 clusters Score -467537.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -467550.875000 Penalty: 4107.483887
	Iteration 10Q: 3 clusters Score -467550.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -467561.343750 Penalty: 4107.483887
	Iteration 11Q: 3 clusters Score -467561.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -467572.125000 Penalty: 4107.483887
	Iteration 12Q: 3 clusters Score -467572.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -467584.562500 Penalty: 4107.483887
	Iteration 13Q: 3 clusters Score -467584.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -467592.218750 Penalty: 4107.483887
	Iteration 14Q: 3 clusters Score -467592.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -467600.781250 Penalty: 4107.483887
	Iteration 15Q: 3 clusters Score -467600.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -467608.843750 Penalty: 4107.483887
	Iteration 16Q: 3 clusters Score -467608.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -467614.937500 Penalty: 4107.483887
	Iteration 17Q: 3 clusters Score -467614.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -467622.781250 Penalty: 4107.483887
	Iteration 18Q: 3 clusters Score -467622.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -467627.750000 Penalty: 4107.483887
	Iteration 19Q: 3 clusters Score -467627.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -467631.812500 Penalty: 4107.483887
	Iteration 20F: 3 clusters Score -467631.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -467633.312500 Penalty: 4107.483887
	Iteration 21Q: 3 clusters Score -467633.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -467634.500000 Penalty: 4107.483887
	Iteration 22Q: 3 clusters Score -467634.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -467635.687500 Penalty: 4107.483887
	Iteration 23Q: 3 clusters Score -467635.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -467636.843750 Penalty: 4107.483887
	Iteration 24Q: 3 clusters Score -467636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -467637.281250 Penalty: 4107.483887
	Iteration 25Q: 3 clusters Score -467637.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -467638.093750 Penalty: 4107.483887
	Iteration 26Q: 3 clusters Score -467638.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -467638.906250 Penalty: 4107.483887
	Iteration 27Q: 3 clusters Score -467638.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -467640.843750 Penalty: 4107.483887
	Iteration 28Q: 3 clusters Score -467640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -467641.062500 Penalty: 4107.483887
	Iteration 29Q: 3 clusters Score -467641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -467642.781250 Penalty: 4107.483887
	Iteration 30Q: 3 clusters Score -467642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -467642.968750 Penalty: 4107.483887
	Iteration 31Q: 3 clusters Score -467643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -467643.687500 Penalty: 4107.483887
	Iteration 32Q: 3 clusters Score -467643.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -467643.687500 Penalty: 4107.483887
	Iteration 33Q: 3 clusters Score -467643.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -467643.687500 Penalty: 4107.483887
	Iteration 34F: 3 clusters Score -467643.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (189651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189651 members 
Entering Unmasked Estep 
Score: -23036188.000000 Penalty: 3013.929199
	Iteration 0F: 2 clusters Score -2.303619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94908 members 
Mstep: Class 2 contains 94743 members 
Entering Unmasked Estep 
Score: -22910532.000000 Penalty: 6027.858398
	Iteration 0F: 3 clusters Score -2.291053e+07 nChanged 91212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95782 members 
Mstep: Class 2 contains 93869 members 
Entering Unmasked Estep 
Score: -22964880.000000 Penalty: 6027.858398
	Iteration 1F: 3 clusters Score -2.296488e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 93884 members 
Entering Unmasked Estep 
Score: -22966844.000000 Penalty: 6027.858398
	Iteration 2Q: 3 clusters Score -2.296684e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95644 members 
Mstep: Class 2 contains 94007 members 
Entering Unmasked Estep 
Score: -22969374.000000 Penalty: 6027.858398
	Iteration 3Q: 3 clusters Score -2.296937e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95347 members 
Mstep: Class 2 contains 94304 members 
Entering Unmasked Estep 
Score: -22972872.000000 Penalty: 6027.858398
	Iteration 4Q: 3 clusters Score -2.297287e+07 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94576 members 
Mstep: Class 2 contains 95075 members 
Entering Unmasked Estep 
Score: -22977924.000000 Penalty: 6027.858398
	Iteration 5F: 3 clusters Score -2.297792e+07 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93383 members 
Mstep: Class 2 contains 96268 members 
Entering Unmasked Estep 
Score: -22984152.000000 Penalty: 6027.858398
	Iteration 6F: 3 clusters Score -2.298415e+07 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91857 members 
Mstep: Class 2 contains 97794 members 
Entering Unmasked Estep 
Score: -22992354.000000 Penalty: 6027.858398
	Iteration 7F: 3 clusters Score -2.299235e+07 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90248 members 
Mstep: Class 2 contains 99403 members 
Entering Unmasked Estep 
Score: -23000668.000000 Penalty: 6027.858398
	Iteration 8F: 3 clusters Score -2.300067e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89148 members 
Mstep: Class 2 contains 100503 members 
Entering Unmasked Estep 
Score: -23006772.000000 Penalty: 6027.858398
	Iteration 9F: 3 clusters Score -2.300677e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 101297 members 
Entering Unmasked Estep 
Score: -23009036.000000 Penalty: 6027.858398
	Iteration 10Q: 3 clusters Score -2.300904e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87520 members 
Mstep: Class 2 contains 102131 members 
Entering Unmasked Estep 
Score: -23009930.000000 Penalty: 6027.858398
	Iteration 11Q: 3 clusters Score -2.300993e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86713 members 
Mstep: Class 2 contains 102938 members 
Entering Unmasked Estep 
Score: -23010290.000000 Penalty: 6027.858398
	Iteration 12Q: 3 clusters Score -2.301029e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85805 members 
Mstep: Class 2 contains 103846 members 
Entering Unmasked Estep 
Score: -23010660.000000 Penalty: 6027.858398
	Iteration 13Q: 3 clusters Score -2.301066e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84842 members 
Mstep: Class 2 contains 104809 members 
Entering Unmasked Estep 
Score: -23010928.000000 Penalty: 6027.858398
	Iteration 14Q: 3 clusters Score -2.301093e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83848 members 
Mstep: Class 2 contains 105803 members 
Entering Unmasked Estep 
Score: -23011362.000000 Penalty: 6027.858398
	Iteration 15Q: 3 clusters Score -2.301136e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 106895 members 
Entering Unmasked Estep 
Score: -23011586.000000 Penalty: 6027.858398
	Iteration 16Q: 3 clusters Score -2.301159e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 108020 members 
Entering Unmasked Estep 
Score: -23011766.000000 Penalty: 6027.858398
	Iteration 17Q: 3 clusters Score -2.301177e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80439 members 
Mstep: Class 2 contains 109212 members 
Entering Unmasked Estep 
Score: -23012134.000000 Penalty: 6027.858398
	Iteration 18Q: 3 clusters Score -2.301213e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79233 members 
Mstep: Class 2 contains 110418 members 
Entering Unmasked Estep 
Score: -23012388.000000 Penalty: 6027.858398
	Iteration 19Q: 3 clusters Score -2.301239e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77976 members 
Mstep: Class 2 contains 111675 members 
Entering Unmasked Estep 
Score: -23012518.000000 Penalty: 6027.858398
	Iteration 20F: 3 clusters Score -2.301252e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76617 members 
Mstep: Class 2 contains 113034 members 
Entering Unmasked Estep 
Score: -23012762.000000 Penalty: 6027.858398
	Iteration 21Q: 3 clusters Score -2.301276e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 114474 members 
Entering Unmasked Estep 
Score: -23012948.000000 Penalty: 6027.858398
	Iteration 22Q: 3 clusters Score -2.301295e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 115938 members 
Entering Unmasked Estep 
Score: -23013350.000000 Penalty: 6027.858398
	Iteration 23Q: 3 clusters Score -2.301335e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72106 members 
Mstep: Class 2 contains 117545 members 
Entering Unmasked Estep 
Score: -23013566.000000 Penalty: 6027.858398
	Iteration 24Q: 3 clusters Score -2.301357e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70362 members 
Mstep: Class 2 contains 119289 members 
Entering Unmasked Estep 
Score: -23013730.000000 Penalty: 6027.858398
	Iteration 25Q: 3 clusters Score -2.301373e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68545 members 
Mstep: Class 2 contains 121106 members 
Entering Unmasked Estep 
Score: -23014020.000000 Penalty: 6027.858398
	Iteration 26Q: 3 clusters Score -2.301402e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 122970 members 
Entering Unmasked Estep 
Score: -23014350.000000 Penalty: 6027.858398
	Iteration 27Q: 3 clusters Score -2.301435e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64767 members 
Mstep: Class 2 contains 124884 members 
Entering Unmasked Estep 
Score: -23014548.000000 Penalty: 6027.858398
	Iteration 28Q: 3 clusters Score -2.301455e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 126841 members 
Entering Unmasked Estep 
Score: -23014926.000000 Penalty: 6027.858398
	Iteration 29Q: 3 clusters Score -2.301493e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 128807 members 
Entering Unmasked Estep 
Score: -23015344.000000 Penalty: 6027.858398
	Iteration 30Q: 3 clusters Score -2.301534e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 130856 members 
Entering Unmasked Estep 
Score: -23015736.000000 Penalty: 6027.858398
	Iteration 31Q: 3 clusters Score -2.301574e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56628 members 
Mstep: Class 2 contains 133023 members 
Entering Unmasked Estep 
Score: -23016154.000000 Penalty: 6027.858398
	Iteration 32Q: 3 clusters Score -2.301615e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 135301 members 
Entering Unmasked Estep 
Score: -23016930.000000 Penalty: 6027.858398
	Iteration 33Q: 3 clusters Score -2.301693e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 137734 members 
Entering Unmasked Estep 
Score: -23017620.000000 Penalty: 6027.858398
	Iteration 34Q: 3 clusters Score -2.301762e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 140336 members 
Entering Unmasked Estep 
Score: -23018370.000000 Penalty: 6027.858398
	Iteration 35Q: 3 clusters Score -2.301837e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 143004 members 
Entering Unmasked Estep 
Score: -23019106.000000 Penalty: 6027.858398
	Iteration 36Q: 3 clusters Score -2.301911e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 145842 members 
Entering Unmasked Estep 
Score: -23020126.000000 Penalty: 6027.858398
	Iteration 37Q: 3 clusters Score -2.302013e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 148865 members 
Entering Unmasked Estep 
Score: -23021078.000000 Penalty: 6027.858398
	Iteration 38Q: 3 clusters Score -2.302108e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 151861 members 
Entering Unmasked Estep 
Score: -23022106.000000 Penalty: 6027.858398
	Iteration 39Q: 3 clusters Score -2.302211e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 154928 members 
Entering Unmasked Estep 
Score: -23023168.000000 Penalty: 6027.858398
	Iteration 40F: 3 clusters Score -2.302317e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 157948 members 
Entering Unmasked Estep 
Score: -23024308.000000 Penalty: 6027.858398
	Iteration 41Q: 3 clusters Score -2.302431e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 160855 members 
Entering Unmasked Estep 
Score: -23025386.000000 Penalty: 6027.858398
	Iteration 42Q: 3 clusters Score -2.302539e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 163655 members 
Entering Unmasked Estep 
Score: -23026458.000000 Penalty: 6027.858398
	Iteration 43Q: 3 clusters Score -2.302646e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 166288 members 
Entering Unmasked Estep 
Score: -23027448.000000 Penalty: 6027.858398
	Iteration 44Q: 3 clusters Score -2.302745e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 168796 members 
Entering Unmasked Estep 
Score: -23028462.000000 Penalty: 6027.858398
	Iteration 45Q: 3 clusters Score -2.302846e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 171090 members 
Entering Unmasked Estep 
Score: -23029400.000000 Penalty: 6027.858398
	Iteration 46Q: 3 clusters Score -2.30294e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 173188 members 
Entering Unmasked Estep 
Score: -23030256.000000 Penalty: 6027.858398
	Iteration 47Q: 3 clusters Score -2.303026e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 175069 members 
Entering Unmasked Estep 
Score: -23031084.000000 Penalty: 6027.858398
	Iteration 48Q: 3 clusters Score -2.303108e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 176741 members 
Entering Unmasked Estep 
Score: -23031786.000000 Penalty: 6027.858398
	Iteration 49Q: 3 clusters Score -2.303179e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 178229 members 
Entering Unmasked Estep 
Score: -23032392.000000 Penalty: 6027.858398
	Iteration 50Q: 3 clusters Score -2.303239e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 179482 members 
Entering Unmasked Estep 
Score: -23032746.000000 Penalty: 6027.858398
	Iteration 51Q: 3 clusters Score -2.303275e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 180561 members 
Entering Unmasked Estep 
Score: -23033022.000000 Penalty: 6027.858398
	Iteration 52Q: 3 clusters Score -2.303302e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 181489 members 
Entering Unmasked Estep 
Score: -23033378.000000 Penalty: 6027.858398
	Iteration 53Q: 3 clusters Score -2.303338e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 182272 members 
Entering Unmasked Estep 
Score: -23033534.000000 Penalty: 6027.858398
	Iteration 54Q: 3 clusters Score -2.303353e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 182976 members 
Entering Unmasked Estep 
Score: -23033768.000000 Penalty: 6027.858398
	Iteration 55Q: 3 clusters Score -2.303377e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 183619 members 
Entering Unmasked Estep 
Score: -23033924.000000 Penalty: 6027.858398
	Iteration 56Q: 3 clusters Score -2.303392e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 184166 members 
Entering Unmasked Estep 
Score: -23034044.000000 Penalty: 6027.858398
	Iteration 57Q: 3 clusters Score -2.303404e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 184612 members 
Entering Unmasked Estep 
Score: -23034142.000000 Penalty: 6027.858398
	Iteration 58Q: 3 clusters Score -2.303414e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 184988 members 
Entering Unmasked Estep 
Score: -23034234.000000 Penalty: 6027.858398
	Iteration 59Q: 3 clusters Score -2.303423e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 185302 members 
Entering Unmasked Estep 
Score: -23034276.000000 Penalty: 6027.858398
	Iteration 60F: 3 clusters Score -2.303428e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 185561 members 
Entering Unmasked Estep 
Score: -23034222.000000 Penalty: 6027.858398
	Iteration 61Q: 3 clusters Score -2.303422e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 185787 members 
Entering Unmasked Estep 
Score: -23034268.000000 Penalty: 6027.858398
	Iteration 62Q: 3 clusters Score -2.303427e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 185984 members 
Entering Unmasked Estep 
Score: -23034230.000000 Penalty: 6027.858398
	Iteration 63Q: 3 clusters Score -2.303423e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 186147 members 
Entering Unmasked Estep 
Score: -23034272.000000 Penalty: 6027.858398
	Iteration 64Q: 3 clusters Score -2.303427e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 186272 members 
Entering Unmasked Estep 
Score: -23034290.000000 Penalty: 6027.858398
	Iteration 65Q: 3 clusters Score -2.303429e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 186391 members 
Entering Unmasked Estep 
Score: -23034258.000000 Penalty: 6027.858398
	Iteration 66Q: 3 clusters Score -2.303426e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 186489 members 
Entering Unmasked Estep 
Score: -23034232.000000 Penalty: 6027.858398
	Iteration 67Q: 3 clusters Score -2.303423e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 186564 members 
Entering Unmasked Estep 
Score: -23034256.000000 Penalty: 6027.858398
	Iteration 68Q: 3 clusters Score -2.303426e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 186633 members 
Entering Unmasked Estep 
Score: -23034258.000000 Penalty: 6027.858398
	Iteration 69Q: 3 clusters Score -2.303426e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 186689 members 
Entering Unmasked Estep 
Score: -23034270.000000 Penalty: 6027.858398
	Iteration 70Q: 3 clusters Score -2.303427e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 186746 members 
Entering Unmasked Estep 
Score: -23034270.000000 Penalty: 6027.858398
	Iteration 71Q: 3 clusters Score -2.303427e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 186792 members 
Entering Unmasked Estep 
Score: -23034270.000000 Penalty: 6027.858398
	Iteration 72Q: 3 clusters Score -2.303427e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 186843 members 
Entering Unmasked Estep 
Score: -23034262.000000 Penalty: 6027.858398
	Iteration 73Q: 3 clusters Score -2.303426e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 186894 members 
Entering Unmasked Estep 
Score: -23034292.000000 Penalty: 6027.858398
	Iteration 74Q: 3 clusters Score -2.303429e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 186953 members 
Entering Unmasked Estep 
Score: -23034306.000000 Penalty: 6027.858398
	Iteration 75Q: 3 clusters Score -2.303431e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 187004 members 
Entering Unmasked Estep 
Score: -23034314.000000 Penalty: 6027.858398
	Iteration 76Q: 3 clusters Score -2.303431e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 187053 members 
Entering Unmasked Estep 
Score: -23034352.000000 Penalty: 6027.858398
	Iteration 77Q: 3 clusters Score -2.303435e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 187093 members 
Entering Unmasked Estep 
Score: -23034362.000000 Penalty: 6027.858398
	Iteration 78Q: 3 clusters Score -2.303436e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 187128 members 
Entering Unmasked Estep 
Score: -23034340.000000 Penalty: 6027.858398
	Iteration 79Q: 3 clusters Score -2.303434e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 187152 members 
Entering Unmasked Estep 
Score: -23034326.000000 Penalty: 6027.858398
	Iteration 80F: 3 clusters Score -2.303433e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 187175 members 
Entering Unmasked Estep 
Score: -23034344.000000 Penalty: 6027.858398
	Iteration 81Q: 3 clusters Score -2.303434e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 187205 members 
Entering Unmasked Estep 
Score: -23034354.000000 Penalty: 6027.858398
	Iteration 82Q: 3 clusters Score -2.303435e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 187236 members 
Entering Unmasked Estep 
Score: -23034334.000000 Penalty: 6027.858398
	Iteration 83Q: 3 clusters Score -2.303433e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 187269 members 
Entering Unmasked Estep 
Score: -23034340.000000 Penalty: 6027.858398
	Iteration 84Q: 3 clusters Score -2.303434e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 187292 members 
Entering Unmasked Estep 
Score: -23034356.000000 Penalty: 6027.858398
	Iteration 85Q: 3 clusters Score -2.303436e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 187317 members 
Entering Unmasked Estep 
Score: -23034380.000000 Penalty: 6027.858398
	Iteration 86Q: 3 clusters Score -2.303438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 187335 members 
Entering Unmasked Estep 
Score: -23034384.000000 Penalty: 6027.858398
	Iteration 87Q: 3 clusters Score -2.303438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 187349 members 
Entering Unmasked Estep 
Score: -23034374.000000 Penalty: 6027.858398
	Iteration 88Q: 3 clusters Score -2.303437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 187363 members 
Entering Unmasked Estep 
Score: -23034372.000000 Penalty: 6027.858398
	Iteration 89Q: 3 clusters Score -2.303437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 187370 members 
Entering Unmasked Estep 
Score: -23034378.000000 Penalty: 6027.858398
	Iteration 90Q: 3 clusters Score -2.303438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 187383 members 
Entering Unmasked Estep 
Score: -23034370.000000 Penalty: 6027.858398
	Iteration 91Q: 3 clusters Score -2.303437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 187391 members 
Entering Unmasked Estep 
Score: -23034392.000000 Penalty: 6027.858398
	Iteration 92Q: 3 clusters Score -2.303439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 187396 members 
Entering Unmasked Estep 
Score: -23034408.000000 Penalty: 6027.858398
	Iteration 93Q: 3 clusters Score -2.303441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 187400 members 
Entering Unmasked Estep 
Score: -23034400.000000 Penalty: 6027.858398
	Iteration 94Q: 3 clusters Score -2.30344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 187406 members 
Entering Unmasked Estep 
Score: -23034390.000000 Penalty: 6027.858398
	Iteration 95Q: 3 clusters Score -2.303439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 187410 members 
Entering Unmasked Estep 
Score: -23034382.000000 Penalty: 6027.858398
	Iteration 96Q: 3 clusters Score -2.303438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 187414 members 
Entering Unmasked Estep 
Score: -23034392.000000 Penalty: 6027.858398
	Iteration 97Q: 3 clusters Score -2.303439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 187415 members 
Entering Unmasked Estep 
Score: -23034398.000000 Penalty: 6027.858398
	Iteration 98Q: 3 clusters Score -2.30344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 187416 members 
Entering Unmasked Estep 
Score: -23034392.000000 Penalty: 6027.858398
	Iteration 99Q: 3 clusters Score -2.303439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 187416 members 
Entering Unmasked Estep 
Score: -23034392.000000 Penalty: 6027.858398
	Iteration 100F: 3 clusters Score -2.303439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Entering Unmasked Estep 
Score: -1250560.375000 Penalty: 2302.307373
	Iteration 0F: 2 clusters Score -1250560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1242401.125000 Penalty: 4604.614746
	Iteration 0F: 3 clusters Score -1242401 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1244864.625000 Penalty: 4604.614746
	Iteration 1F: 3 clusters Score -1244865 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1245198.625000 Penalty: 4604.614746
	Iteration 2F: 3 clusters Score -1245199 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1245444.250000 Penalty: 4604.614746
	Iteration 3Q: 3 clusters Score -1245444 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1245632.500000 Penalty: 4604.614746
	Iteration 4Q: 3 clusters Score -1245632 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1245834.625000 Penalty: 4604.614746
	Iteration 5Q: 3 clusters Score -1245835 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1246047.250000 Penalty: 4604.614746
	Iteration 6Q: 3 clusters Score -1246047 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1246281.000000 Penalty: 4604.614746
	Iteration 7Q: 3 clusters Score -1246281 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1246521.750000 Penalty: 4604.614746
	Iteration 8Q: 3 clusters Score -1246522 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1246776.750000 Penalty: 4604.614746
	Iteration 9Q: 3 clusters Score -1246777 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1247004.000000 Penalty: 4604.614746
	Iteration 10Q: 3 clusters Score -1247004 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1247186.375000 Penalty: 4604.614746
	Iteration 11Q: 3 clusters Score -1247186 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1247327.375000 Penalty: 4604.614746
	Iteration 12Q: 3 clusters Score -1247327 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1247468.625000 Penalty: 4604.614746
	Iteration 13Q: 3 clusters Score -1247469 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1247573.875000 Penalty: 4604.614746
	Iteration 14Q: 3 clusters Score -1247574 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1247677.875000 Penalty: 4604.614746
	Iteration 15Q: 3 clusters Score -1247678 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1247751.500000 Penalty: 4604.614746
	Iteration 16Q: 3 clusters Score -1247752 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1247809.125000 Penalty: 4604.614746
	Iteration 17Q: 3 clusters Score -1247809 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1247866.000000 Penalty: 4604.614746
	Iteration 18Q: 3 clusters Score -1247866 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1247910.375000 Penalty: 4604.614746
	Iteration 19Q: 3 clusters Score -1247910 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1247962.125000 Penalty: 4604.614746
	Iteration 20F: 3 clusters Score -1247962 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1248007.625000 Penalty: 4604.614746
	Iteration 21Q: 3 clusters Score -1248008 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1248051.875000 Penalty: 4604.614746
	Iteration 22Q: 3 clusters Score -1248052 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1248091.500000 Penalty: 4604.614746
	Iteration 23Q: 3 clusters Score -1248092 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1248126.500000 Penalty: 4604.614746
	Iteration 24Q: 3 clusters Score -1248126 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1248150.875000 Penalty: 4604.614746
	Iteration 25Q: 3 clusters Score -1248151 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1248178.250000 Penalty: 4604.614746
	Iteration 26Q: 3 clusters Score -1248178 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1248207.000000 Penalty: 4604.614746
	Iteration 27Q: 3 clusters Score -1248207 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1248231.000000 Penalty: 4604.614746
	Iteration 28Q: 3 clusters Score -1248231 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1248261.000000 Penalty: 4604.614746
	Iteration 29Q: 3 clusters Score -1248261 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1248280.500000 Penalty: 4604.614746
	Iteration 30Q: 3 clusters Score -1248280 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1248305.375000 Penalty: 4604.614746
	Iteration 31Q: 3 clusters Score -1248305 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1248325.375000 Penalty: 4604.614746
	Iteration 32Q: 3 clusters Score -1248325 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1248342.750000 Penalty: 4604.614746
	Iteration 33Q: 3 clusters Score -1248343 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1248364.000000 Penalty: 4604.614746
	Iteration 34Q: 3 clusters Score -1248364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1248376.625000 Penalty: 4604.614746
	Iteration 35Q: 3 clusters Score -1248377 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1248392.125000 Penalty: 4604.614746
	Iteration 36Q: 3 clusters Score -1248392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1248400.500000 Penalty: 4604.614746
	Iteration 37Q: 3 clusters Score -1248400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1248420.750000 Penalty: 4604.614746
	Iteration 38Q: 3 clusters Score -1248421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1248432.000000 Penalty: 4604.614746
	Iteration 39Q: 3 clusters Score -1248432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1248443.750000 Penalty: 4604.614746
	Iteration 40F: 3 clusters Score -1248444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1248457.875000 Penalty: 4604.614746
	Iteration 41Q: 3 clusters Score -1248458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1248475.125000 Penalty: 4604.614746
	Iteration 42Q: 3 clusters Score -1248475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1248492.000000 Penalty: 4604.614746
	Iteration 43Q: 3 clusters Score -1248492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1248510.250000 Penalty: 4604.614746
	Iteration 44Q: 3 clusters Score -1248510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1248528.750000 Penalty: 4604.614746
	Iteration 45Q: 3 clusters Score -1248529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1248541.625000 Penalty: 4604.614746
	Iteration 46Q: 3 clusters Score -1248542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1248551.250000 Penalty: 4604.614746
	Iteration 47Q: 3 clusters Score -1248551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1248565.250000 Penalty: 4604.614746
	Iteration 48Q: 3 clusters Score -1248565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1248571.125000 Penalty: 4604.614746
	Iteration 49Q: 3 clusters Score -1248571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1248576.125000 Penalty: 4604.614746
	Iteration 50Q: 3 clusters Score -1248576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1248579.875000 Penalty: 4604.614746
	Iteration 51Q: 3 clusters Score -1248580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1248579.750000 Penalty: 4604.614746
	Iteration 52Q: 3 clusters Score -1248580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1248580.000000 Penalty: 4604.614746
	Iteration 53Q: 3 clusters Score -1248580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1248580.750000 Penalty: 4604.614746
	Iteration 54Q: 3 clusters Score -1248581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1248581.750000 Penalty: 4604.614746
	Iteration 55Q: 3 clusters Score -1248582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1248582.500000 Penalty: 4604.614746
	Iteration 56Q: 3 clusters Score -1248582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1248581.875000 Penalty: 4604.614746
	Iteration 57Q: 3 clusters Score -1248582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1248583.000000 Penalty: 4604.614746
	Iteration 58Q: 3 clusters Score -1248583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1248584.125000 Penalty: 4604.614746
	Iteration 59Q: 3 clusters Score -1248584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1248585.750000 Penalty: 4604.614746
	Iteration 60F: 3 clusters Score -1248586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (153529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153529 members 
Entering Unmasked Estep 
Score: -18731964.000000 Penalty: 2961.527832
	Iteration 0F: 2 clusters Score -1.873196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 76605 members 
Entering Unmasked Estep 
Score: -18629526.000000 Penalty: 5923.055664
	Iteration 0F: 3 clusters Score -1.862953e+07 nChanged 73438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79756 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
Score: -18672138.000000 Penalty: 5923.055664
	Iteration 1F: 3 clusters Score -1.867214e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -18673178.000000 Penalty: 5923.055664
	Iteration 2Q: 3 clusters Score -1.867318e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84195 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -18674404.000000 Penalty: 5923.055664
	Iteration 3Q: 3 clusters Score -1.86744e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88258 members 
Mstep: Class 2 contains 65271 members 
Entering Unmasked Estep 
Score: -18676394.000000 Penalty: 5923.055664
	Iteration 4Q: 3 clusters Score -1.867639e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94265 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -18679830.000000 Penalty: 5923.055664
	Iteration 5Q: 3 clusters Score -1.867983e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -18685596.000000 Penalty: 5923.055664
	Iteration 6F: 3 clusters Score -1.86856e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113051 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -18694128.000000 Penalty: 5923.055664
	Iteration 7F: 3 clusters Score -1.869413e+07 nChanged 11618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124409 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -18704442.000000 Penalty: 5923.055664
	Iteration 8F: 3 clusters Score -1.870444e+07 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134145 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -18713790.000000 Penalty: 5923.055664
	Iteration 9F: 3 clusters Score -1.871379e+07 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140767 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -18720150.000000 Penalty: 5923.055664
	Iteration 10Q: 3 clusters Score -1.872015e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144849 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -18723888.000000 Penalty: 5923.055664
	Iteration 11Q: 3 clusters Score -1.872389e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147345 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -18725984.000000 Penalty: 5923.055664
	Iteration 12Q: 3 clusters Score -1.872598e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148863 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -18727240.000000 Penalty: 5923.055664
	Iteration 13Q: 3 clusters Score -1.872724e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149843 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -18727958.000000 Penalty: 5923.055664
	Iteration 14Q: 3 clusters Score -1.872796e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150526 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -18728370.000000 Penalty: 5923.055664
	Iteration 15Q: 3 clusters Score -1.872837e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151008 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -18728678.000000 Penalty: 5923.055664
	Iteration 16Q: 3 clusters Score -1.872868e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151358 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -18728888.000000 Penalty: 5923.055664
	Iteration 17Q: 3 clusters Score -1.872889e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151635 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -18729020.000000 Penalty: 5923.055664
	Iteration 18Q: 3 clusters Score -1.872902e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151837 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -18729094.000000 Penalty: 5923.055664
	Iteration 19Q: 3 clusters Score -1.872909e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151985 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -18729166.000000 Penalty: 5923.055664
	Iteration 20F: 3 clusters Score -1.872917e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152110 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -18729230.000000 Penalty: 5923.055664
	Iteration 21Q: 3 clusters Score -1.872923e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152206 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -18729254.000000 Penalty: 5923.055664
	Iteration 22Q: 3 clusters Score -1.872925e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152284 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -18729306.000000 Penalty: 5923.055664
	Iteration 23Q: 3 clusters Score -1.872931e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152340 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -18729336.000000 Penalty: 5923.055664
	Iteration 24Q: 3 clusters Score -1.872934e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152379 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -18729344.000000 Penalty: 5923.055664
	Iteration 25Q: 3 clusters Score -1.872934e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152421 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -18729356.000000 Penalty: 5923.055664
	Iteration 26Q: 3 clusters Score -1.872936e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152458 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -18729382.000000 Penalty: 5923.055664
	Iteration 27Q: 3 clusters Score -1.872938e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152495 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -18729424.000000 Penalty: 5923.055664
	Iteration 28Q: 3 clusters Score -1.872942e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152526 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -18729456.000000 Penalty: 5923.055664
	Iteration 29Q: 3 clusters Score -1.872946e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152550 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -18729468.000000 Penalty: 5923.055664
	Iteration 30Q: 3 clusters Score -1.872947e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152565 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -18729480.000000 Penalty: 5923.055664
	Iteration 31Q: 3 clusters Score -1.872948e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152582 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -18729502.000000 Penalty: 5923.055664
	Iteration 32Q: 3 clusters Score -1.87295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152595 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -18729502.000000 Penalty: 5923.055664
	Iteration 33Q: 3 clusters Score -1.87295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152607 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -18729526.000000 Penalty: 5923.055664
	Iteration 34Q: 3 clusters Score -1.872953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152618 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -18729512.000000 Penalty: 5923.055664
	Iteration 35Q: 3 clusters Score -1.872951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152625 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -18729524.000000 Penalty: 5923.055664
	Iteration 36Q: 3 clusters Score -1.872952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152632 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -18729524.000000 Penalty: 5923.055664
	Iteration 37Q: 3 clusters Score -1.872952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152636 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -18729516.000000 Penalty: 5923.055664
	Iteration 38Q: 3 clusters Score -1.872952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152644 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -18729518.000000 Penalty: 5923.055664
	Iteration 39Q: 3 clusters Score -1.872952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152650 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -18729522.000000 Penalty: 5923.055664
	Iteration 40F: 3 clusters Score -1.872952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -83844.632812 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -83844.63 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 437 members 
Entering Unmasked Estep 
Score: -82040.687500 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -82040.69 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -82322.835938 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -82322.84 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82440.937500 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -82440.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82504.156250 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -82504.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82522.359375 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -82522.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82535.523438 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -82535.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -82547.406250 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -82547.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -82551.750000 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -82551.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82554.148438 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -82554.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82558.359375 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -82558.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -82568.929688 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -82568.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -82571.953125 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -82571.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82574.453125 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -82574.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82574.453125 Penalty: 3343.883545
	Iteration 13F: 3 clusters Score -82574.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Entering Unmasked Estep 
Score: -521272.843750 Penalty: 2091.153564
	Iteration 0F: 2 clusters Score -521272.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -516987.468750 Penalty: 4182.307129
	Iteration 0F: 3 clusters Score -516987.5 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -517979.812500 Penalty: 4182.307129
	Iteration 1F: 3 clusters Score -517979.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -518183.031250 Penalty: 4182.307129
	Iteration 2F: 3 clusters Score -518183 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -518319.125000 Penalty: 4182.307129
	Iteration 3F: 3 clusters Score -518319.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -518419.562500 Penalty: 4182.307129
	Iteration 4Q: 3 clusters Score -518419.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -518493.781250 Penalty: 4182.307129
	Iteration 5Q: 3 clusters Score -518493.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -518570.375000 Penalty: 4182.307129
	Iteration 6Q: 3 clusters Score -518570.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -518648.125000 Penalty: 4182.307129
	Iteration 7Q: 3 clusters Score -518648.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -518732.531250 Penalty: 4182.307129
	Iteration 8Q: 3 clusters Score -518732.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -518807.031250 Penalty: 4182.307129
	Iteration 9Q: 3 clusters Score -518807 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -518877.656250 Penalty: 4182.307129
	Iteration 10Q: 3 clusters Score -518877.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -518947.312500 Penalty: 4182.307129
	Iteration 11Q: 3 clusters Score -518947.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -519018.843750 Penalty: 4182.307129
	Iteration 12Q: 3 clusters Score -519018.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -519095.093750 Penalty: 4182.307129
	Iteration 13Q: 3 clusters Score -519095.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -519159.812500 Penalty: 4182.307129
	Iteration 14Q: 3 clusters Score -519159.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -519217.468750 Penalty: 4182.307129
	Iteration 15Q: 3 clusters Score -519217.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -519276.562500 Penalty: 4182.307129
	Iteration 16Q: 3 clusters Score -519276.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -519332.281250 Penalty: 4182.307129
	Iteration 17Q: 3 clusters Score -519332.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -519370.968750 Penalty: 4182.307129
	Iteration 18Q: 3 clusters Score -519371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -519409.593750 Penalty: 4182.307129
	Iteration 19Q: 3 clusters Score -519409.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -519447.843750 Penalty: 4182.307129
	Iteration 20F: 3 clusters Score -519447.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -519488.000000 Penalty: 4182.307129
	Iteration 21Q: 3 clusters Score -519488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -519524.250000 Penalty: 4182.307129
	Iteration 22Q: 3 clusters Score -519524.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -519538.468750 Penalty: 4182.307129
	Iteration 23Q: 3 clusters Score -519538.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -519552.500000 Penalty: 4182.307129
	Iteration 24Q: 3 clusters Score -519552.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -519563.437500 Penalty: 4182.307129
	Iteration 25Q: 3 clusters Score -519563.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -519569.125000 Penalty: 4182.307129
	Iteration 26Q: 3 clusters Score -519569.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -519572.156250 Penalty: 4182.307129
	Iteration 27Q: 3 clusters Score -519572.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -519575.375000 Penalty: 4182.307129
	Iteration 28Q: 3 clusters Score -519575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -519575.875000 Penalty: 4182.307129
	Iteration 29Q: 3 clusters Score -519575.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -519576.500000 Penalty: 4182.307129
	Iteration 30Q: 3 clusters Score -519576.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -519577.062500 Penalty: 4182.307129
	Iteration 31Q: 3 clusters Score -519577.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -519577.062500 Penalty: 4182.307129
	Iteration 32Q: 3 clusters Score -519577.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -519577.875000 Penalty: 4182.307129
	Iteration 33Q: 3 clusters Score -519577.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -519577.875000 Penalty: 4182.307129
	Iteration 34F: 3 clusters Score -519577.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -210337.281250 Penalty: 1874.900024
	Iteration 0F: 2 clusters Score -210337.3 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 962 members 
Entering Unmasked Estep 
Score: -207744.328125 Penalty: 3749.800049
	Iteration 0F: 3 clusters Score -207744.3 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -208170.781250 Penalty: 3749.800049
	Iteration 1F: 3 clusters Score -208170.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -208309.546875 Penalty: 3749.800049
	Iteration 2F: 3 clusters Score -208309.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -208413.421875 Penalty: 3749.800049
	Iteration 3Q: 3 clusters Score -208413.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -208490.343750 Penalty: 3749.800049
	Iteration 4Q: 3 clusters Score -208490.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -208539.781250 Penalty: 3749.800049
	Iteration 5Q: 3 clusters Score -208539.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -208589.140625 Penalty: 3749.800049
	Iteration 6Q: 3 clusters Score -208589.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -208618.843750 Penalty: 3749.800049
	Iteration 7Q: 3 clusters Score -208618.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -208640.890625 Penalty: 3749.800049
	Iteration 8Q: 3 clusters Score -208640.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -208656.625000 Penalty: 3749.800049
	Iteration 9Q: 3 clusters Score -208656.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -208674.187500 Penalty: 3749.800049
	Iteration 10Q: 3 clusters Score -208674.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -208691.109375 Penalty: 3749.800049
	Iteration 11Q: 3 clusters Score -208691.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -208705.937500 Penalty: 3749.800049
	Iteration 12Q: 3 clusters Score -208705.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -208713.484375 Penalty: 3749.800049
	Iteration 13Q: 3 clusters Score -208713.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -208720.656250 Penalty: 3749.800049
	Iteration 14Q: 3 clusters Score -208720.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -208732.734375 Penalty: 3749.800049
	Iteration 15Q: 3 clusters Score -208732.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -208743.171875 Penalty: 3749.800049
	Iteration 16Q: 3 clusters Score -208743.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -208752.953125 Penalty: 3749.800049
	Iteration 17Q: 3 clusters Score -208753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -208761.703125 Penalty: 3749.800049
	Iteration 18Q: 3 clusters Score -208761.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -208767.296875 Penalty: 3749.800049
	Iteration 19Q: 3 clusters Score -208767.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -208771.546875 Penalty: 3749.800049
	Iteration 20F: 3 clusters Score -208771.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -208774.125000 Penalty: 3749.800049
	Iteration 21Q: 3 clusters Score -208774.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -208775.546875 Penalty: 3749.800049
	Iteration 22Q: 3 clusters Score -208775.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -208778.156250 Penalty: 3749.800049
	Iteration 23Q: 3 clusters Score -208778.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -208780.468750 Penalty: 3749.800049
	Iteration 24Q: 3 clusters Score -208780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -208783.562500 Penalty: 3749.800049
	Iteration 25Q: 3 clusters Score -208783.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -208786.234375 Penalty: 3749.800049
	Iteration 26Q: 3 clusters Score -208786.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -208787.421875 Penalty: 3749.800049
	Iteration 27Q: 3 clusters Score -208787.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -208789.000000 Penalty: 3749.800049
	Iteration 28Q: 3 clusters Score -208789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -208791.359375 Penalty: 3749.800049
	Iteration 29Q: 3 clusters Score -208791.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -208793.156250 Penalty: 3749.800049
	Iteration 30Q: 3 clusters Score -208793.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -208796.609375 Penalty: 3749.800049
	Iteration 31Q: 3 clusters Score -208796.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -208802.468750 Penalty: 3749.800049
	Iteration 32Q: 3 clusters Score -208802.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -208806.187500 Penalty: 3749.800049
	Iteration 33Q: 3 clusters Score -208806.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -208809.296875 Penalty: 3749.800049
	Iteration 34Q: 3 clusters Score -208809.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -208810.593750 Penalty: 3749.800049
	Iteration 35Q: 3 clusters Score -208810.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -208812.281250 Penalty: 3749.800049
	Iteration 36Q: 3 clusters Score -208812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -208812.281250 Penalty: 3749.800049
	Iteration 37F: 3 clusters Score -208812.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Entering Unmasked Estep 
Score: -2170142.500000 Penalty: 2423.543701
	Iteration 0F: 2 clusters Score -2170142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2157602.750000 Penalty: 4847.087402
	Iteration 0F: 3 clusters Score -2157603 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2161736.250000 Penalty: 4847.087402
	Iteration 1F: 3 clusters Score -2161736 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2162050.250000 Penalty: 4847.087402
	Iteration 2F: 3 clusters Score -2162050 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2162339.500000 Penalty: 4847.087402
	Iteration 3Q: 3 clusters Score -2162340 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2162651.500000 Penalty: 4847.087402
	Iteration 4Q: 3 clusters Score -2162652 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2162985.250000 Penalty: 4847.087402
	Iteration 5Q: 3 clusters Score -2162985 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2163364.750000 Penalty: 4847.087402
	Iteration 6Q: 3 clusters Score -2163365 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2163831.500000 Penalty: 4847.087402
	Iteration 7Q: 3 clusters Score -2163832 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2164444.500000 Penalty: 4847.087402
	Iteration 8F: 3 clusters Score -2164444 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2165265.000000 Penalty: 4847.087402
	Iteration 9F: 3 clusters Score -2165265 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2166131.750000 Penalty: 4847.087402
	Iteration 10F: 3 clusters Score -2166132 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2166845.750000 Penalty: 4847.087402
	Iteration 11Q: 3 clusters Score -2166846 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2167290.750000 Penalty: 4847.087402
	Iteration 12Q: 3 clusters Score -2167291 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2167582.500000 Penalty: 4847.087402
	Iteration 13Q: 3 clusters Score -2167582 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2167747.250000 Penalty: 4847.087402
	Iteration 14Q: 3 clusters Score -2167747 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2167854.750000 Penalty: 4847.087402
	Iteration 15Q: 3 clusters Score -2167855 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2167933.250000 Penalty: 4847.087402
	Iteration 16Q: 3 clusters Score -2167933 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2167988.500000 Penalty: 4847.087402
	Iteration 17Q: 3 clusters Score -2167988 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2168023.500000 Penalty: 4847.087402
	Iteration 18Q: 3 clusters Score -2168024 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2168046.500000 Penalty: 4847.087402
	Iteration 19Q: 3 clusters Score -2168046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2168069.000000 Penalty: 4847.087402
	Iteration 20F: 3 clusters Score -2168069 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2168077.250000 Penalty: 4847.087402
	Iteration 21Q: 3 clusters Score -2168077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2168087.750000 Penalty: 4847.087402
	Iteration 22Q: 3 clusters Score -2168088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2168095.000000 Penalty: 4847.087402
	Iteration 23Q: 3 clusters Score -2168095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2168098.000000 Penalty: 4847.087402
	Iteration 24Q: 3 clusters Score -2168098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2168097.250000 Penalty: 4847.087402
	Iteration 25Q: 3 clusters Score -2168097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2168100.000000 Penalty: 4847.087402
	Iteration 26Q: 3 clusters Score -2168100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2168102.750000 Penalty: 4847.087402
	Iteration 27Q: 3 clusters Score -2168103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2168108.750000 Penalty: 4847.087402
	Iteration 28Q: 3 clusters Score -2168109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2168116.250000 Penalty: 4847.087402
	Iteration 29Q: 3 clusters Score -2168116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2168115.250000 Penalty: 4847.087402
	Iteration 30Q: 3 clusters Score -2168115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2168115.500000 Penalty: 4847.087402
	Iteration 31Q: 3 clusters Score -2168116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2168117.750000 Penalty: 4847.087402
	Iteration 32Q: 3 clusters Score -2168118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2168123.750000 Penalty: 4847.087402
	Iteration 33Q: 3 clusters Score -2168124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2168122.750000 Penalty: 4847.087402
	Iteration 34Q: 3 clusters Score -2168123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2168120.750000 Penalty: 4847.087402
	Iteration 35Q: 3 clusters Score -2168121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2168121.000000 Penalty: 4847.087402
	Iteration 36Q: 3 clusters Score -2168121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2168122.000000 Penalty: 4847.087402
	Iteration 37Q: 3 clusters Score -2168122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2168122.000000 Penalty: 4847.087402
	Iteration 38F: 3 clusters Score -2168122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Entering Unmasked Estep 
Score: -292423.406250 Penalty: 1958.990112
	Iteration 0F: 2 clusters Score -292423.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -289383.312500 Penalty: 3917.980225
	Iteration 0F: 3 clusters Score -289383.3 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -290009.093750 Penalty: 3917.980225
	Iteration 1F: 3 clusters Score -290009.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -290173.875000 Penalty: 3917.980225
	Iteration 2F: 3 clusters Score -290173.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -290278.843750 Penalty: 3917.980225
	Iteration 3F: 3 clusters Score -290278.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -290372.187500 Penalty: 3917.980225
	Iteration 4Q: 3 clusters Score -290372.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -290442.906250 Penalty: 3917.980225
	Iteration 5Q: 3 clusters Score -290442.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -290508.687500 Penalty: 3917.980225
	Iteration 6Q: 3 clusters Score -290508.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -290575.312500 Penalty: 3917.980225
	Iteration 7Q: 3 clusters Score -290575.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -290647.062500 Penalty: 3917.980225
	Iteration 8Q: 3 clusters Score -290647.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -290705.843750 Penalty: 3917.980225
	Iteration 9Q: 3 clusters Score -290705.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -290762.781250 Penalty: 3917.980225
	Iteration 10Q: 3 clusters Score -290762.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -290813.968750 Penalty: 3917.980225
	Iteration 11Q: 3 clusters Score -290814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -290860.593750 Penalty: 3917.980225
	Iteration 12Q: 3 clusters Score -290860.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -290898.125000 Penalty: 3917.980225
	Iteration 13Q: 3 clusters Score -290898.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -290920.625000 Penalty: 3917.980225
	Iteration 14Q: 3 clusters Score -290920.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -290938.593750 Penalty: 3917.980225
	Iteration 15Q: 3 clusters Score -290938.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -290957.562500 Penalty: 3917.980225
	Iteration 16Q: 3 clusters Score -290957.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -290972.468750 Penalty: 3917.980225
	Iteration 17Q: 3 clusters Score -290972.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -290985.125000 Penalty: 3917.980225
	Iteration 18Q: 3 clusters Score -290985.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -290994.281250 Penalty: 3917.980225
	Iteration 19Q: 3 clusters Score -290994.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -291003.187500 Penalty: 3917.980225
	Iteration 20F: 3 clusters Score -291003.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -291015.812500 Penalty: 3917.980225
	Iteration 21Q: 3 clusters Score -291015.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -291025.531250 Penalty: 3917.980225
	Iteration 22Q: 3 clusters Score -291025.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -291035.343750 Penalty: 3917.980225
	Iteration 23Q: 3 clusters Score -291035.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -291040.031250 Penalty: 3917.980225
	Iteration 24Q: 3 clusters Score -291040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -291041.812500 Penalty: 3917.980225
	Iteration 25Q: 3 clusters Score -291041.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -291044.031250 Penalty: 3917.980225
	Iteration 26Q: 3 clusters Score -291044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -291044.156250 Penalty: 3917.980225
	Iteration 27Q: 3 clusters Score -291044.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -291044.156250 Penalty: 3917.980225
	Iteration 28F: 3 clusters Score -291044.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48646.425781 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -48646.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47138.972656 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -47138.97 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47428.757812 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -47428.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47584.324219 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -47584.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47747.390625 Penalty: 3156.062012
	Iteration 3F: 3 clusters Score -47747.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -47948.058594 Penalty: 3156.062012
	Iteration 4F: 3 clusters Score -47948.06 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48270.257812 Penalty: 3156.062012
	Iteration 5F: 3 clusters Score -48270.26 nChanged 44
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: -48553.667969 Penalty: 3156.062012
	Iteration 6F: 3 clusters Score -48553.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -48714.812500 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -48714.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -48790.609375 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -48790.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -48819.230469 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -48819.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -48848.488281 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -48848.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -48885.105469 Penalty: 3156.062012
	Iteration 11Q: 3 clusters Score -48885.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -48906.992188 Penalty: 3156.062012
	Iteration 12Q: 3 clusters Score -48906.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -48913.390625 Penalty: 3156.062012
	Iteration 13Q: 3 clusters Score -48913.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -48913.390625 Penalty: 3156.062012
	Iteration 14F: 3 clusters Score -48913.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59552 members 
Mstep: Class 4 contains 214387 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 189651 members 
Mstep: Class 7 contains 10759 members 
Mstep: Class 8 contains 153529 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17542 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 36464 members 
Mstep: Class 19 contains 166370 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
Score: -104305080.000000 Penalty: 64462.460938
Splitting cluster 14 changes total score from -104306632.000000 to -104305080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (36464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Entering Unmasked Estep 
Score: -4356357.500000 Penalty: 2605.011963
	Iteration 0F: 2 clusters Score -4356358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -4331485.000000 Penalty: 5210.023926
	Iteration 0F: 3 clusters Score -4331485 nChanged 16711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -4340550.500000 Penalty: 5210.023926
	Iteration 1F: 3 clusters Score -4340550 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -4340948.500000 Penalty: 5210.023926
	Iteration 2Q: 3 clusters Score -4340948 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -4341289.500000 Penalty: 5210.023926
	Iteration 3Q: 3 clusters Score -4341290 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -4341615.500000 Penalty: 5210.023926
	Iteration 4Q: 3 clusters Score -4341616 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -4341944.500000 Penalty: 5210.023926
	Iteration 5Q: 3 clusters Score -4341944 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -4342334.000000 Penalty: 5210.023926
	Iteration 6Q: 3 clusters Score -4342334 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -4342845.000000 Penalty: 5210.023926
	Iteration 7Q: 3 clusters Score -4342845 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -4343596.000000 Penalty: 5210.023926
	Iteration 8Q: 3 clusters Score -4343596 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -4344813.000000 Penalty: 5210.023926
	Iteration 9F: 3 clusters Score -4344813 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4346568.500000 Penalty: 5210.023926
	Iteration 10F: 3 clusters Score -4346568 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -4348992.000000 Penalty: 5210.023926
	Iteration 11F: 3 clusters Score -4348992 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -4351454.500000 Penalty: 5210.023926
	Iteration 12F: 3 clusters Score -4351454 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -4352966.000000 Penalty: 5210.023926
	Iteration 13Q: 3 clusters Score -4352966 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -4353621.000000 Penalty: 5210.023926
	Iteration 14Q: 3 clusters Score -4353621 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -4353872.500000 Penalty: 5210.023926
	Iteration 15Q: 3 clusters Score -4353872 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -4353959.500000 Penalty: 5210.023926
	Iteration 16Q: 3 clusters Score -4353960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -4354011.000000 Penalty: 5210.023926
	Iteration 17Q: 3 clusters Score -4354011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -4354029.500000 Penalty: 5210.023926
	Iteration 18Q: 3 clusters Score -4354030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -4354039.500000 Penalty: 5210.023926
	Iteration 19Q: 3 clusters Score -4354040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -4354057.000000 Penalty: 5210.023926
	Iteration 20F: 3 clusters Score -4354057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -4354069.500000 Penalty: 5210.023926
	Iteration 21Q: 3 clusters Score -4354070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -4354069.500000 Penalty: 5210.023926
	Iteration 22F: 3 clusters Score -4354070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (166370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166370 members 
Entering Unmasked Estep 
Score: -20300892.000000 Penalty: 2981.448486
	Iteration 0F: 2 clusters Score -2.030089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83391 members 
Mstep: Class 2 contains 82979 members 
Entering Unmasked Estep 
Score: -20190918.000000 Penalty: 5962.896973
	Iteration 0F: 3 clusters Score -2.019092e+07 nChanged 79710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84839 members 
Mstep: Class 2 contains 81531 members 
Entering Unmasked Estep 
Score: -20236560.000000 Penalty: 5962.896973
	Iteration 1F: 3 clusters Score -2.023656e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86051 members 
Mstep: Class 2 contains 80319 members 
Entering Unmasked Estep 
Score: -20237810.000000 Penalty: 5962.896973
	Iteration 2Q: 3 clusters Score -2.023781e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87910 members 
Mstep: Class 2 contains 78460 members 
Entering Unmasked Estep 
Score: -20239722.000000 Penalty: 5962.896973
	Iteration 3Q: 3 clusters Score -2.023972e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90505 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -20242088.000000 Penalty: 5962.896973
	Iteration 4Q: 3 clusters Score -2.024209e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93885 members 
Mstep: Class 2 contains 72485 members 
Entering Unmasked Estep 
Score: -20245422.000000 Penalty: 5962.896973
	Iteration 5Q: 3 clusters Score -2.024542e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98176 members 
Mstep: Class 2 contains 68194 members 
Entering Unmasked Estep 
Score: -20249994.000000 Penalty: 5962.896973
	Iteration 6Q: 3 clusters Score -2.024999e+07 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103316 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -20256298.000000 Penalty: 5962.896973
	Iteration 7F: 3 clusters Score -2.02563e+07 nChanged 10136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108902 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -20263794.000000 Penalty: 5962.896973
	Iteration 8F: 3 clusters Score -2.026379e+07 nChanged 10334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113888 members 
Mstep: Class 2 contains 52482 members 
Entering Unmasked Estep 
Score: -20271234.000000 Penalty: 5962.896973
	Iteration 9F: 3 clusters Score -2.027123e+07 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117908 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -20277166.000000 Penalty: 5962.896973
	Iteration 10F: 3 clusters Score -2.027717e+07 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121097 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -20280836.000000 Penalty: 5962.896973
	Iteration 11Q: 3 clusters Score -2.028084e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123929 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -20282764.000000 Penalty: 5962.896973
	Iteration 12Q: 3 clusters Score -2.028276e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126777 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -20284002.000000 Penalty: 5962.896973
	Iteration 13Q: 3 clusters Score -2.0284e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129618 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -20285020.000000 Penalty: 5962.896973
	Iteration 14Q: 3 clusters Score -2.028502e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132320 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -20286040.000000 Penalty: 5962.896973
	Iteration 15Q: 3 clusters Score -2.028604e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134975 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -20286936.000000 Penalty: 5962.896973
	Iteration 16Q: 3 clusters Score -2.028694e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137589 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -20287818.000000 Penalty: 5962.896973
	Iteration 17Q: 3 clusters Score -2.028782e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140178 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -20288704.000000 Penalty: 5962.896973
	Iteration 18Q: 3 clusters Score -2.02887e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142753 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -20289756.000000 Penalty: 5962.896973
	Iteration 19Q: 3 clusters Score -2.028976e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145246 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -20290726.000000 Penalty: 5962.896973
	Iteration 20F: 3 clusters Score -2.029073e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147661 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -20291748.000000 Penalty: 5962.896973
	Iteration 21Q: 3 clusters Score -2.029175e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149956 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -20292736.000000 Penalty: 5962.896973
	Iteration 22Q: 3 clusters Score -2.029274e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152068 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -20293494.000000 Penalty: 5962.896973
	Iteration 23Q: 3 clusters Score -2.029349e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153967 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -20294226.000000 Penalty: 5962.896973
	Iteration 24Q: 3 clusters Score -2.029423e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155676 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -20294932.000000 Penalty: 5962.896973
	Iteration 25Q: 3 clusters Score -2.029493e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157170 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -20295568.000000 Penalty: 5962.896973
	Iteration 26Q: 3 clusters Score -2.029557e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158478 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -20296006.000000 Penalty: 5962.896973
	Iteration 27Q: 3 clusters Score -2.029601e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159616 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -20296350.000000 Penalty: 5962.896973
	Iteration 28Q: 3 clusters Score -2.029635e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160597 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -20296674.000000 Penalty: 5962.896973
	Iteration 29Q: 3 clusters Score -2.029667e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161398 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -20296942.000000 Penalty: 5962.896973
	Iteration 30Q: 3 clusters Score -2.029694e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162099 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -20297202.000000 Penalty: 5962.896973
	Iteration 31Q: 3 clusters Score -2.02972e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162629 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -20297442.000000 Penalty: 5962.896973
	Iteration 32Q: 3 clusters Score -2.029744e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163092 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -20297628.000000 Penalty: 5962.896973
	Iteration 33Q: 3 clusters Score -2.029763e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163473 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -20297746.000000 Penalty: 5962.896973
	Iteration 34Q: 3 clusters Score -2.029775e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163791 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -20297848.000000 Penalty: 5962.896973
	Iteration 35Q: 3 clusters Score -2.029785e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164035 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -20297874.000000 Penalty: 5962.896973
	Iteration 36Q: 3 clusters Score -2.029787e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164261 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -20297974.000000 Penalty: 5962.896973
	Iteration 37Q: 3 clusters Score -2.029797e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164437 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -20298064.000000 Penalty: 5962.896973
	Iteration 38Q: 3 clusters Score -2.029806e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164573 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -20298118.000000 Penalty: 5962.896973
	Iteration 39Q: 3 clusters Score -2.029812e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164700 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -20298178.000000 Penalty: 5962.896973
	Iteration 40F: 3 clusters Score -2.029818e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164787 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -20298188.000000 Penalty: 5962.896973
	Iteration 41Q: 3 clusters Score -2.029819e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164862 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -20298206.000000 Penalty: 5962.896973
	Iteration 42Q: 3 clusters Score -2.029821e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164921 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -20298206.000000 Penalty: 5962.896973
	Iteration 43Q: 3 clusters Score -2.029821e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164960 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -20298214.000000 Penalty: 5962.896973
	Iteration 44Q: 3 clusters Score -2.029821e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164992 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -20298228.000000 Penalty: 5962.896973
	Iteration 45Q: 3 clusters Score -2.029823e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165017 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -20298242.000000 Penalty: 5962.896973
	Iteration 46Q: 3 clusters Score -2.029824e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165036 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -20298242.000000 Penalty: 5962.896973
	Iteration 47Q: 3 clusters Score -2.029824e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165059 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -20298240.000000 Penalty: 5962.896973
	Iteration 48Q: 3 clusters Score -2.029824e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165077 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -20298258.000000 Penalty: 5962.896973
	Iteration 49Q: 3 clusters Score -2.029826e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165089 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -20298268.000000 Penalty: 5962.896973
	Iteration 50Q: 3 clusters Score -2.029827e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165110 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -20298252.000000 Penalty: 5962.896973
	Iteration 51Q: 3 clusters Score -2.029825e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165133 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -20298276.000000 Penalty: 5962.896973
	Iteration 52Q: 3 clusters Score -2.029828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165150 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -20298280.000000 Penalty: 5962.896973
	Iteration 53Q: 3 clusters Score -2.029828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165163 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -20298272.000000 Penalty: 5962.896973
	Iteration 54Q: 3 clusters Score -2.029827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165168 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -20298278.000000 Penalty: 5962.896973
	Iteration 55Q: 3 clusters Score -2.029828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165173 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -20298296.000000 Penalty: 5962.896973
	Iteration 56Q: 3 clusters Score -2.02983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165174 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -20298278.000000 Penalty: 5962.896973
	Iteration 57Q: 3 clusters Score -2.029828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165180 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -20298270.000000 Penalty: 5962.896973
	Iteration 58Q: 3 clusters Score -2.029827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165184 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -20298284.000000 Penalty: 5962.896973
	Iteration 59Q: 3 clusters Score -2.029828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165187 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -20298282.000000 Penalty: 5962.896973
	Iteration 60F: 3 clusters Score -2.029828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165190 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -20298286.000000 Penalty: 5962.896973
	Iteration 61Q: 3 clusters Score -2.029829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165199 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -20298284.000000 Penalty: 5962.896973
	Iteration 62Q: 3 clusters Score -2.029828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165210 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -20298282.000000 Penalty: 5962.896973
	Iteration 63Q: 3 clusters Score -2.029828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165223 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -20298300.000000 Penalty: 5962.896973
	Iteration 64Q: 3 clusters Score -2.02983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165235 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -20298298.000000 Penalty: 5962.896973
	Iteration 65Q: 3 clusters Score -2.02983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165245 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -20298308.000000 Penalty: 5962.896973
	Iteration 66Q: 3 clusters Score -2.029831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165255 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -20298330.000000 Penalty: 5962.896973
	Iteration 67Q: 3 clusters Score -2.029833e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165261 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -20298338.000000 Penalty: 5962.896973
	Iteration 68Q: 3 clusters Score -2.029834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165269 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -20298356.000000 Penalty: 5962.896973
	Iteration 69Q: 3 clusters Score -2.029836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165277 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -20298352.000000 Penalty: 5962.896973
	Iteration 70Q: 3 clusters Score -2.029835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165282 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -20298360.000000 Penalty: 5962.896973
	Iteration 71Q: 3 clusters Score -2.029836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165288 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -20298352.000000 Penalty: 5962.896973
	Iteration 72Q: 3 clusters Score -2.029835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165291 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -20298356.000000 Penalty: 5962.896973
	Iteration 73Q: 3 clusters Score -2.029836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165294 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -20298350.000000 Penalty: 5962.896973
	Iteration 74Q: 3 clusters Score -2.029835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165297 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -20298364.000000 Penalty: 5962.896973
	Iteration 75Q: 3 clusters Score -2.029836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165300 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -20298370.000000 Penalty: 5962.896973
	Iteration 76Q: 3 clusters Score -2.029837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165303 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -20298384.000000 Penalty: 5962.896973
	Iteration 77Q: 3 clusters Score -2.029838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165305 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -20298366.000000 Penalty: 5962.896973
	Iteration 78Q: 3 clusters Score -2.029837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165307 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -20298376.000000 Penalty: 5962.896973
	Iteration 79Q: 3 clusters Score -2.029838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165313 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -20298372.000000 Penalty: 5962.896973
	Iteration 80F: 3 clusters Score -2.029837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165320 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -20298370.000000 Penalty: 5962.896973
	Iteration 81Q: 3 clusters Score -2.029837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165326 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -20298398.000000 Penalty: 5962.896973
	Iteration 82Q: 3 clusters Score -2.02984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165332 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -20298406.000000 Penalty: 5962.896973
	Iteration 83Q: 3 clusters Score -2.029841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165334 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -20298408.000000 Penalty: 5962.896973
	Iteration 84Q: 3 clusters Score -2.029841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165337 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -20298406.000000 Penalty: 5962.896973
	Iteration 85Q: 3 clusters Score -2.029841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165337 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -20298406.000000 Penalty: 5962.896973
	Iteration 86F: 3 clusters Score -2.029841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -122278.062500 Penalty: 1760.602051
	Iteration 0F: 2 clusters Score -122278.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -120218.359375 Penalty: 3521.204102
	Iteration 0F: 3 clusters Score -120218.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -120606.218750 Penalty: 3521.204102
	Iteration 1F: 3 clusters Score -120606.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -120782.875000 Penalty: 3521.204102
	Iteration 2F: 3 clusters Score -120782.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -120917.242188 Penalty: 3521.204102
	Iteration 3F: 3 clusters Score -120917.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -120992.203125 Penalty: 3521.204102
	Iteration 4Q: 3 clusters Score -120992.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -121032.289062 Penalty: 3521.204102
	Iteration 5Q: 3 clusters Score -121032.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -121064.914062 Penalty: 3521.204102
	Iteration 6Q: 3 clusters Score -121064.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -121096.476562 Penalty: 3521.204102
	Iteration 7Q: 3 clusters Score -121096.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -121114.750000 Penalty: 3521.204102
	Iteration 8Q: 3 clusters Score -121114.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -121132.000000 Penalty: 3521.204102
	Iteration 9Q: 3 clusters Score -121132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -121148.421875 Penalty: 3521.204102
	Iteration 10Q: 3 clusters Score -121148.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -121163.929688 Penalty: 3521.204102
	Iteration 11Q: 3 clusters Score -121163.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -121182.453125 Penalty: 3521.204102
	Iteration 12Q: 3 clusters Score -121182.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -121203.882812 Penalty: 3521.204102
	Iteration 13Q: 3 clusters Score -121203.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -121224.914062 Penalty: 3521.204102
	Iteration 14Q: 3 clusters Score -121224.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -121246.343750 Penalty: 3521.204102
	Iteration 15Q: 3 clusters Score -121246.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -121265.507812 Penalty: 3521.204102
	Iteration 16Q: 3 clusters Score -121265.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -121292.773438 Penalty: 3521.204102
	Iteration 17Q: 3 clusters Score -121292.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -121332.851562 Penalty: 3521.204102
	Iteration 18Q: 3 clusters Score -121332.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -121386.562500 Penalty: 3521.204102
	Iteration 19Q: 3 clusters Score -121386.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -121458.562500 Penalty: 3521.204102
	Iteration 20F: 3 clusters Score -121458.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -121547.226562 Penalty: 3521.204102
	Iteration 21Q: 3 clusters Score -121547.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -121731.484375 Penalty: 3521.204102
	Iteration 22Q: 3 clusters Score -121731.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -122042.195312 Penalty: 3521.204102
	Iteration 23F: 3 clusters Score -122042.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -122318.710938 Penalty: 3521.204102
	Iteration 24Q: 3 clusters Score -122318.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -122506.734375 Penalty: 3521.204102
	Iteration 25Q: 3 clusters Score -122506.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -122622.179688 Penalty: 3521.204102
	Iteration 26Q: 3 clusters Score -122622.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -122682.265625 Penalty: 3521.204102
	Iteration 27Q: 3 clusters Score -122682.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -122720.945312 Penalty: 3521.204102
	Iteration 28Q: 3 clusters Score -122720.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -122735.320312 Penalty: 3521.204102
	Iteration 29Q: 3 clusters Score -122735.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -122746.390625 Penalty: 3521.204102
	Iteration 30Q: 3 clusters Score -122746.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -122753.703125 Penalty: 3521.204102
	Iteration 31Q: 3 clusters Score -122753.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -122763.750000 Penalty: 3521.204102
	Iteration 32Q: 3 clusters Score -122763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -122772.671875 Penalty: 3521.204102
	Iteration 33Q: 3 clusters Score -122772.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -122775.578125 Penalty: 3521.204102
	Iteration 34Q: 3 clusters Score -122775.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -122776.031250 Penalty: 3521.204102
	Iteration 35Q: 3 clusters Score -122776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -122776.031250 Penalty: 3521.204102
	Iteration 36F: 3 clusters Score -122776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59552 members 
Mstep: Class 4 contains 214387 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 189651 members 
Mstep: Class 7 contains 10759 members 
Mstep: Class 8 contains 153529 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17542 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 15 contains 413 members 
Mstep: Class 16 contains 36464 members 
Mstep: Class 19 contains 166370 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
Score: -104305504.000000 Penalty: 64462.460938
Splitting cluster 21 changes total score from -104306632.000000 to -104305504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Entering Unmasked Estep 
Score: -427011.593750 Penalty: 2040.786377
	Iteration 0F: 2 clusters Score -427011.6 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 1844 members 
Entering Unmasked Estep 
Score: -423273.468750 Penalty: 4081.572754
	Iteration 0F: 3 clusters Score -423273.5 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -424109.281250 Penalty: 4081.572754
	Iteration 1F: 3 clusters Score -424109.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -424327.218750 Penalty: 4081.572754
	Iteration 2F: 3 clusters Score -424327.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -424478.218750 Penalty: 4081.572754
	Iteration 3F: 3 clusters Score -424478.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -424587.250000 Penalty: 4081.572754
	Iteration 4Q: 3 clusters Score -424587.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -424667.625000 Penalty: 4081.572754
	Iteration 5Q: 3 clusters Score -424667.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -424736.312500 Penalty: 4081.572754
	Iteration 6Q: 3 clusters Score -424736.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -424797.625000 Penalty: 4081.572754
	Iteration 7Q: 3 clusters Score -424797.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -424848.625000 Penalty: 4081.572754
	Iteration 8Q: 3 clusters Score -424848.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -424894.062500 Penalty: 4081.572754
	Iteration 9Q: 3 clusters Score -424894.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -424926.156250 Penalty: 4081.572754
	Iteration 10Q: 3 clusters Score -424926.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -424952.750000 Penalty: 4081.572754
	Iteration 11Q: 3 clusters Score -424952.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -424982.468750 Penalty: 4081.572754
	Iteration 12Q: 3 clusters Score -424982.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -425010.718750 Penalty: 4081.572754
	Iteration 13Q: 3 clusters Score -425010.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -425035.593750 Penalty: 4081.572754
	Iteration 14Q: 3 clusters Score -425035.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -425062.000000 Penalty: 4081.572754
	Iteration 15Q: 3 clusters Score -425062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -425085.531250 Penalty: 4081.572754
	Iteration 16Q: 3 clusters Score -425085.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -425111.281250 Penalty: 4081.572754
	Iteration 17Q: 3 clusters Score -425111.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -425135.125000 Penalty: 4081.572754
	Iteration 18Q: 3 clusters Score -425135.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -425157.875000 Penalty: 4081.572754
	Iteration 19Q: 3 clusters Score -425157.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -425176.656250 Penalty: 4081.572754
	Iteration 20F: 3 clusters Score -425176.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -425194.343750 Penalty: 4081.572754
	Iteration 21Q: 3 clusters Score -425194.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -425212.093750 Penalty: 4081.572754
	Iteration 22Q: 3 clusters Score -425212.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -425229.343750 Penalty: 4081.572754
	Iteration 23Q: 3 clusters Score -425229.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -425238.562500 Penalty: 4081.572754
	Iteration 24Q: 3 clusters Score -425238.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -425250.375000 Penalty: 4081.572754
	Iteration 25Q: 3 clusters Score -425250.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -425262.312500 Penalty: 4081.572754
	Iteration 26Q: 3 clusters Score -425262.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -425267.843750 Penalty: 4081.572754
	Iteration 27Q: 3 clusters Score -425267.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -425275.406250 Penalty: 4081.572754
	Iteration 28Q: 3 clusters Score -425275.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -425282.625000 Penalty: 4081.572754
	Iteration 29Q: 3 clusters Score -425282.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -425287.437500 Penalty: 4081.572754
	Iteration 30Q: 3 clusters Score -425287.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -425294.625000 Penalty: 4081.572754
	Iteration 31Q: 3 clusters Score -425294.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -425298.718750 Penalty: 4081.572754
	Iteration 32Q: 3 clusters Score -425298.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -425302.000000 Penalty: 4081.572754
	Iteration 33Q: 3 clusters Score -425302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -425305.750000 Penalty: 4081.572754
	Iteration 34Q: 3 clusters Score -425305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -425307.250000 Penalty: 4081.572754
	Iteration 35Q: 3 clusters Score -425307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -425307.906250 Penalty: 4081.572754
	Iteration 36Q: 3 clusters Score -425307.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -425307.906250 Penalty: 4081.572754
	Iteration 37F: 3 clusters Score -425307.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59552 members 
Mstep: Class 4 contains 214387 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 189651 members 
Mstep: Class 7 contains 10759 members 
Mstep: Class 8 contains 153529 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17542 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36464 members 
Mstep: Class 19 contains 166370 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306640.000000 Penalty: 61069.699219
Iteration 479Q: 19 clusters Score -1.043066e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59553 members 
Mstep: Class 4 contains 214394 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 189648 members 
Mstep: Class 7 contains 10757 members 
Mstep: Class 8 contains 153523 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17541 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36464 members 
Mstep: Class 19 contains 166373 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306568.000000 Penalty: 61069.699219
Iteration 480F: 19 clusters Score -1.043066e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59551 members 
Mstep: Class 4 contains 214407 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 189648 members 
Mstep: Class 7 contains 10756 members 
Mstep: Class 8 contains 153516 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17542 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36463 members 
Mstep: Class 19 contains 166370 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306600.000000 Penalty: 61069.699219
Iteration 481Q: 19 clusters Score -1.043066e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59545 members 
Mstep: Class 4 contains 214416 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 189647 members 
Mstep: Class 7 contains 10754 members 
Mstep: Class 8 contains 153510 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17546 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36467 members 
Mstep: Class 19 contains 166368 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306656.000000 Penalty: 61069.699219
Iteration 482Q: 19 clusters Score -1.043067e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59544 members 
Mstep: Class 4 contains 214438 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 189640 members 
Mstep: Class 7 contains 10751 members 
Mstep: Class 8 contains 153497 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17545 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36471 members 
Mstep: Class 19 contains 166368 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306640.000000 Penalty: 61069.699219
Iteration 483Q: 19 clusters Score -1.043066e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59540 members 
Mstep: Class 4 contains 214463 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 189633 members 
Mstep: Class 7 contains 10751 members 
Mstep: Class 8 contains 153488 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17544 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36471 members 
Mstep: Class 19 contains 166364 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306600.000000 Penalty: 61069.699219
Iteration 484Q: 19 clusters Score -1.043066e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59538 members 
Mstep: Class 4 contains 214488 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 189634 members 
Mstep: Class 7 contains 10748 members 
Mstep: Class 8 contains 153474 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17540 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36473 members 
Mstep: Class 19 contains 166358 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306600.000000 Penalty: 61069.699219
Iteration 485Q: 19 clusters Score -1.043066e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59530 members 
Mstep: Class 4 contains 214512 members 
Mstep: Class 5 contains 3952 members 
Mstep: Class 6 contains 189632 members 
Mstep: Class 7 contains 10744 members 
Mstep: Class 8 contains 153468 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17537 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36474 members 
Mstep: Class 19 contains 166354 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306584.000000 Penalty: 61069.699219
Iteration 486Q: 19 clusters Score -1.043066e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59526 members 
Mstep: Class 4 contains 214538 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 189629 members 
Mstep: Class 7 contains 10742 members 
Mstep: Class 8 contains 153454 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17534 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36475 members 
Mstep: Class 19 contains 166351 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306568.000000 Penalty: 61069.699219
Iteration 487Q: 19 clusters Score -1.043066e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59520 members 
Mstep: Class 4 contains 214560 members 
Mstep: Class 5 contains 3956 members 
Mstep: Class 6 contains 189628 members 
Mstep: Class 7 contains 10741 members 
Mstep: Class 8 contains 153441 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17534 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36476 members 
Mstep: Class 19 contains 166347 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306520.000000 Penalty: 61069.699219
Iteration 488Q: 19 clusters Score -1.043065e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59514 members 
Mstep: Class 4 contains 214588 members 
Mstep: Class 5 contains 3956 members 
Mstep: Class 6 contains 189629 members 
Mstep: Class 7 contains 10741 members 
Mstep: Class 8 contains 153425 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17535 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36478 members 
Mstep: Class 19 contains 166337 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306520.000000 Penalty: 61069.699219
Iteration 489Q: 19 clusters Score -1.043065e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59512 members 
Mstep: Class 4 contains 214609 members 
Mstep: Class 5 contains 3953 members 
Mstep: Class 6 contains 189626 members 
Mstep: Class 7 contains 10744 members 
Mstep: Class 8 contains 153410 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17534 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36479 members 
Mstep: Class 19 contains 166336 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306536.000000 Penalty: 61069.699219
Iteration 490Q: 19 clusters Score -1.043065e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59507 members 
Mstep: Class 4 contains 214629 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 189620 members 
Mstep: Class 7 contains 10743 members 
Mstep: Class 8 contains 153400 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17533 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36481 members 
Mstep: Class 19 contains 166335 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306568.000000 Penalty: 61069.699219
Iteration 491Q: 19 clusters Score -1.043066e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59505 members 
Mstep: Class 4 contains 214648 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 189611 members 
Mstep: Class 7 contains 10743 members 
Mstep: Class 8 contains 153396 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17532 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36482 members 
Mstep: Class 19 contains 166331 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306536.000000 Penalty: 61069.699219
Iteration 492Q: 19 clusters Score -1.043065e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59499 members 
Mstep: Class 4 contains 214660 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 189605 members 
Mstep: Class 7 contains 10743 members 
Mstep: Class 8 contains 153391 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17533 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36487 members 
Mstep: Class 19 contains 166331 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306616.000000 Penalty: 61069.699219
Iteration 493Q: 19 clusters Score -1.043066e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59497 members 
Mstep: Class 4 contains 214683 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 189590 members 
Mstep: Class 7 contains 10743 members 
Mstep: Class 8 contains 153382 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17532 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36494 members 
Mstep: Class 19 contains 166329 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306600.000000 Penalty: 61069.699219
Iteration 494Q: 19 clusters Score -1.043066e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59497 members 
Mstep: Class 4 contains 214706 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 189582 members 
Mstep: Class 7 contains 10743 members 
Mstep: Class 8 contains 153366 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17532 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36497 members 
Mstep: Class 19 contains 166327 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306616.000000 Penalty: 61069.699219
Iteration 495Q: 19 clusters Score -1.043066e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59495 members 
Mstep: Class 4 contains 214710 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 189580 members 
Mstep: Class 7 contains 10743 members 
Mstep: Class 8 contains 153360 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17532 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36505 members 
Mstep: Class 19 contains 166325 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306584.000000 Penalty: 61069.699219
Iteration 496Q: 19 clusters Score -1.043066e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59493 members 
Mstep: Class 4 contains 214719 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 189574 members 
Mstep: Class 7 contains 10743 members 
Mstep: Class 8 contains 153356 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17532 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36506 members 
Mstep: Class 19 contains 166326 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306584.000000 Penalty: 61069.699219
Iteration 497Q: 19 clusters Score -1.043066e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59490 members 
Mstep: Class 4 contains 214734 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 189566 members 
Mstep: Class 7 contains 10743 members 
Mstep: Class 8 contains 153350 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17532 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36507 members 
Mstep: Class 19 contains 166327 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306544.000000 Penalty: 61069.699219
Iteration 498Q: 19 clusters Score -1.043065e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59486 members 
Mstep: Class 4 contains 214748 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 189569 members 
Mstep: Class 7 contains 10743 members 
Mstep: Class 8 contains 153339 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17532 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36507 members 
Mstep: Class 19 contains 166327 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306584.000000 Penalty: 61069.699219
Iteration 499Q: 19 clusters Score -1.043066e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 59480 members 
Mstep: Class 4 contains 214763 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 189571 members 
Mstep: Class 7 contains 10743 members 
Mstep: Class 8 contains 153332 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 17533 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 36506 members 
Mstep: Class 19 contains 166322 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104306520.000000 Penalty: 61069.699219
Iteration 500F: 19 clusters Score -1.043065e+08 nChanged 45
Maximum iterations exceeded
--- Evaluating fit on full set of 2621091 points ---
Entering Unmasked Estep 
Score: -316003840.000000 Penalty: 65973.906250
23->19 Clusters: Score -316003840.000000, best is -316054880.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 873697 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 37590 members 
Mstep: Class 3 contains 37813 members 
Mstep: Class 4 contains 37755 members 
Mstep: Class 5 contains 38013 members 
Mstep: Class 6 contains 37899 members 
Mstep: Class 7 contains 37947 members 
Mstep: Class 8 contains 37882 members 
Mstep: Class 9 contains 38003 members 
Mstep: Class 10 contains 37897 members 
Mstep: Class 11 contains 38295 members 
Mstep: Class 12 contains 38296 members 
Mstep: Class 13 contains 37911 members 
Mstep: Class 14 contains 38040 members 
Mstep: Class 15 contains 38444 members 
Mstep: Class 16 contains 38356 members 
Mstep: Class 17 contains 37666 members 
Mstep: Class 18 contains 37835 members 
Mstep: Class 19 contains 38114 members 
Mstep: Class 20 contains 37926 members 
Mstep: Class 21 contains 38113 members 
Mstep: Class 22 contains 37680 members 
Mstep: Class 23 contains 38385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 587.562439 but Gain 3392.765625
Score: -99473416.000000 Penalty: 74640.742188
Iteration 0F: 23 clusters Score -9.947342e+07 nChanged 833377
Entering Unmasked Mstep 
Mstep: Class 0 contains 2933 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7899 members 
Mstep: Class 3 contains 22451 members 
Mstep: Class 4 contains 33668 members 
Mstep: Class 5 contains 21486 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 7 contains 19509 members 
Mstep: Class 8 contains 26433 members 
Mstep: Class 9 contains 17809 members 
Mstep: Class 10 contains 26407 members 
Mstep: Class 11 contains 4873 members 
Mstep: Class 12 contains 7250 members 
Mstep: Class 13 contains 203540 members 
Mstep: Class 14 contains 1253 members 
Mstep: Class 15 contains 12803 members 
Mstep: Class 17 contains 12662 members 
Mstep: Class 18 contains 69452 members 
Mstep: Class 19 contains 5018 members 
Mstep: Class 20 contains 28748 members 
Mstep: Class 21 contains 189655 members 
Mstep: Class 22 contains 8199 members 
Mstep: Class 23 contains 144248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1951.380615 but Gain 3392.757812
Score: -103220712.000000 Penalty: 71247.984375
Iteration 1F: 22 clusters Score -1.032207e+08 nChanged 256016
Entering Unmasked Mstep 
Mstep: Class 0 contains 1032 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5843 members 
Mstep: Class 3 contains 12413 members 
Mstep: Class 4 contains 20663 members 
Mstep: Class 5 contains 10402 members 
Mstep: Class 7 contains 5307 members 
Mstep: Class 8 contains 17121 members 
Mstep: Class 9 contains 10851 members 
Mstep: Class 10 contains 18218 members 
Mstep: Class 11 contains 7861 members 
Mstep: Class 12 contains 2655 members 
Mstep: Class 13 contains 245871 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 4604 members 
Mstep: Class 17 contains 3232 members 
Mstep: Class 18 contains 58322 members 
Mstep: Class 19 contains 8078 members 
Mstep: Class 20 contains 23230 members 
Mstep: Class 21 contains 219956 members 
Mstep: Class 22 contains 3871 members 
Mstep: Class 23 contains 187911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2337.265137 but Gain 3392.757812
Score: -103661416.000000 Penalty: 67855.226562
Iteration 2F: 21 clusters Score -1.036614e+08 nChanged 148624
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5795 members 
Mstep: Class 3 contains 10232 members 
Mstep: Class 4 contains 11901 members 
Mstep: Class 5 contains 4748 members 
Mstep: Class 7 contains 2846 members 
Mstep: Class 8 contains 9100 members 
Mstep: Class 9 contains 5075 members 
Mstep: Class 10 contains 16676 members 
Mstep: Class 11 contains 9099 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 266797 members 
Mstep: Class 14 contains 2621 members 
Mstep: Class 17 contains 3488 members 
Mstep: Class 18 contains 44438 members 
Mstep: Class 19 contains 12020 members 
Mstep: Class 20 contains 15083 members 
Mstep: Class 21 contains 232890 members 
Mstep: Class 22 contains 3082 members 
Mstep: Class 23 contains 211574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2491.597168 but Gain 3392.765625
Score: -103804872.000000 Penalty: 64462.460938
Iteration 3F: 20 clusters Score -1.038049e+08 nChanged 104124
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5632 members 
Mstep: Class 3 contains 9974 members 
Mstep: Class 4 contains 7223 members 
Mstep: Class 5 contains 2476 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 5087 members 
Mstep: Class 10 contains 18545 members 
Mstep: Class 11 contains 8939 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 13 contains 274133 members 
Mstep: Class 14 contains 2537 members 
Mstep: Class 17 contains 4267 members 
Mstep: Class 18 contains 34321 members 
Mstep: Class 19 contains 14858 members 
Mstep: Class 20 contains 9084 members 
Mstep: Class 21 contains 238847 members 
Mstep: Class 22 contains 2981 members 
Mstep: Class 23 contains 227548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2107.661133 but Gain 3392.761719
Score: -103879416.000000 Penalty: 61069.699219
Iteration 4F: 19 clusters Score -1.038794e+08 nChanged 84981
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 3 contains 9898 members 
Mstep: Class 4 contains 4733 members 
Mstep: Class 7 contains 1637 members 
Mstep: Class 8 contains 3556 members 
Mstep: Class 10 contains 21141 members 
Mstep: Class 11 contains 8455 members 
Mstep: Class 12 contains 1537 members 
Mstep: Class 13 contains 275509 members 
Mstep: Class 14 contains 2282 members 
Mstep: Class 17 contains 4662 members 
Mstep: Class 18 contains 28031 members 
Mstep: Class 19 contains 16997 members 
Mstep: Class 20 contains 5590 members 
Mstep: Class 21 contains 240601 members 
Mstep: Class 22 contains 3168 members 
Mstep: Class 23 contains 237413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103926288.000000 Penalty: 61069.699219
Iteration 5F: 19 clusters Score -1.039263e+08 nChanged 74862
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 9744 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 3114 members 
Mstep: Class 10 contains 23483 members 
Mstep: Class 11 contains 8155 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 274515 members 
Mstep: Class 14 contains 2088 members 
Mstep: Class 17 contains 4732 members 
Mstep: Class 18 contains 25140 members 
Mstep: Class 19 contains 18439 members 
Mstep: Class 20 contains 3850 members 
Mstep: Class 21 contains 241678 members 
Mstep: Class 22 contains 3514 members 
Mstep: Class 23 contains 241328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2785.947266 but Gain 3392.757812
Score: -103963912.000000 Penalty: 57676.941406
Iteration 6F: 18 clusters Score -1.039639e+08 nChanged 73232
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3697 members 
Mstep: Class 3 contains 9624 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 10 contains 25536 members 
Mstep: Class 11 contains 8172 members 
Mstep: Class 12 contains 1176 members 
Mstep: Class 13 contains 273247 members 
Mstep: Class 14 contains 1945 members 
Mstep: Class 17 contains 4764 members 
Mstep: Class 18 contains 24656 members 
Mstep: Class 19 contains 19310 members 
Mstep: Class 20 contains 3067 members 
Mstep: Class 21 contains 246281 members 
Mstep: Class 22 contains 4029 members 
Mstep: Class 23 contains 239830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104002704.000000 Penalty: 57676.941406
Iteration 7F: 18 clusters Score -1.040027e+08 nChanged 69859
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3107 members 
Mstep: Class 3 contains 9481 members 
Mstep: Class 7 contains 1475 members 
Mstep: Class 8 contains 3688 members 
Mstep: Class 10 contains 26668 members 
Mstep: Class 11 contains 8308 members 
Mstep: Class 12 contains 1044 members 
Mstep: Class 13 contains 271091 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 17 contains 4703 members 
Mstep: Class 18 contains 24869 members 
Mstep: Class 19 contains 19737 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 254381 members 
Mstep: Class 22 contains 4277 members 
Mstep: Class 23 contains 232673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3231.614014 but Gain 3392.761719
Score: -104040016.000000 Penalty: 54284.179688
Iteration 8F: 17 clusters Score -1.0404e+08 nChanged 71096
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 3 contains 10093 members 
Mstep: Class 7 contains 1490 members 
Mstep: Class 8 contains 4191 members 
Mstep: Class 10 contains 28017 members 
Mstep: Class 11 contains 8777 members 
Mstep: Class 12 contains 930 members 
Mstep: Class 13 contains 268580 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 17 contains 4617 members 
Mstep: Class 18 contains 25238 members 
Mstep: Class 19 contains 20345 members 
Mstep: Class 20 contains 2567 members 
Mstep: Class 21 contains 265987 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 222970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3301.377930 but Gain 3392.761719
Score: -104081200.000000 Penalty: 50891.417969
Iteration 9F: 16 clusters Score -1.040812e+08 nChanged 67918
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 3 contains 10116 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 4759 members 
Mstep: Class 10 contains 28286 members 
Mstep: Class 11 contains 8839 members 
Mstep: Class 12 contains 840 members 
Mstep: Class 13 contains 264822 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 18 contains 26010 members 
Mstep: Class 19 contains 20368 members 
Mstep: Class 21 contains 280284 members 
Mstep: Class 22 contains 4532 members 
Mstep: Class 23 contains 213293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118984.000000 Penalty: 50891.417969
Iteration 10F: 16 clusters Score -1.04119e+08 nChanged 59036
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 3 contains 10167 members 
Mstep: Class 7 contains 1551 members 
Mstep: Class 8 contains 5420 members 
Mstep: Class 10 contains 28401 members 
Mstep: Class 11 contains 8918 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 259243 members 
Mstep: Class 14 contains 1790 members 
Mstep: Class 17 contains 4505 members 
Mstep: Class 18 contains 25907 members 
Mstep: Class 19 contains 20555 members 
Mstep: Class 21 contains 292826 members 
Mstep: Class 22 contains 4545 members 
Mstep: Class 23 contains 205432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104143376.000000 Penalty: 50891.417969
Iteration 11F: 16 clusters Score -1.041434e+08 nChanged 49026
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 3 contains 10255 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 6262 members 
Mstep: Class 10 contains 28583 members 
Mstep: Class 11 contains 8974 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 253971 members 
Mstep: Class 14 contains 1773 members 
Mstep: Class 17 contains 4477 members 
Mstep: Class 18 contains 25520 members 
Mstep: Class 19 contains 20753 members 
Mstep: Class 21 contains 302161 members 
Mstep: Class 22 contains 4547 members 
Mstep: Class 23 contains 200460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158384.000000 Penalty: 50891.417969
Iteration 12F: 16 clusters Score -1.041584e+08 nChanged 38586
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 3 contains 10418 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 7357 members 
Mstep: Class 10 contains 28855 members 
Mstep: Class 11 contains 9026 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 249454 members 
Mstep: Class 14 contains 1756 members 
Mstep: Class 17 contains 4474 members 
Mstep: Class 18 contains 25112 members 
Mstep: Class 19 contains 21062 members 
Mstep: Class 21 contains 307369 members 
Mstep: Class 22 contains 4548 members 
Mstep: Class 23 contains 198324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167272.000000 Penalty: 50891.417969
Iteration 13Q: 16 clusters Score -1.041673e+08 nChanged 30325
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 3 contains 10673 members 
Mstep: Class 7 contains 1579 members 
Mstep: Class 8 contains 8674 members 
Mstep: Class 10 contains 29304 members 
Mstep: Class 11 contains 9096 members 
Mstep: Class 12 contains 682 members 
Mstep: Class 13 contains 246192 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 17 contains 4480 members 
Mstep: Class 18 contains 24695 members 
Mstep: Class 19 contains 21355 members 
Mstep: Class 21 contains 308831 members 
Mstep: Class 22 contains 4562 members 
Mstep: Class 23 contains 198191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174248.000000 Penalty: 50891.417969
Iteration 14Q: 16 clusters Score -1.041742e+08 nChanged 24902
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 3 contains 10976 members 
Mstep: Class 7 contains 1575 members 
Mstep: Class 8 contains 10171 members 
Mstep: Class 10 contains 29743 members 
Mstep: Class 11 contains 9161 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 244280 members 
Mstep: Class 14 contains 1743 members 
Mstep: Class 17 contains 4482 members 
Mstep: Class 18 contains 24384 members 
Mstep: Class 19 contains 21613 members 
Mstep: Class 21 contains 307803 members 
Mstep: Class 22 contains 4561 members 
Mstep: Class 23 contains 198918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104179344.000000 Penalty: 50891.417969
Iteration 15Q: 16 clusters Score -1.041793e+08 nChanged 21583
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 3 contains 11320 members 
Mstep: Class 7 contains 1568 members 
Mstep: Class 8 contains 11741 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 9233 members 
Mstep: Class 12 contains 656 members 
Mstep: Class 13 contains 242860 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 17 contains 4470 members 
Mstep: Class 18 contains 24220 members 
Mstep: Class 19 contains 21829 members 
Mstep: Class 21 contains 305442 members 
Mstep: Class 22 contains 4554 members 
Mstep: Class 23 contains 200307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104183496.000000 Penalty: 50891.417969
Iteration 16Q: 16 clusters Score -1.041835e+08 nChanged 19524
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 3 contains 11715 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 13351 members 
Mstep: Class 10 contains 30441 members 
Mstep: Class 11 contains 9321 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 242012 members 
Mstep: Class 14 contains 1735 members 
Mstep: Class 17 contains 4467 members 
Mstep: Class 18 contains 24089 members 
Mstep: Class 19 contains 22015 members 
Mstep: Class 21 contains 302300 members 
Mstep: Class 22 contains 4543 members 
Mstep: Class 23 contains 201880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104187248.000000 Penalty: 50891.417969
Iteration 17Q: 16 clusters Score -1.041872e+08 nChanged 18030
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 3 contains 12050 members 
Mstep: Class 7 contains 1573 members 
Mstep: Class 8 contains 14852 members 
Mstep: Class 10 contains 30678 members 
Mstep: Class 11 contains 9392 members 
Mstep: Class 12 contains 651 members 
Mstep: Class 13 contains 241577 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 4463 members 
Mstep: Class 18 contains 24006 members 
Mstep: Class 19 contains 22203 members 
Mstep: Class 21 contains 299034 members 
Mstep: Class 22 contains 4525 members 
Mstep: Class 23 contains 203362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104191520.000000 Penalty: 50891.417969
Iteration 18Q: 16 clusters Score -1.041915e+08 nChanged 16975
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 3 contains 12390 members 
Mstep: Class 7 contains 1579 members 
Mstep: Class 8 contains 16260 members 
Mstep: Class 10 contains 30894 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 648 members 
Mstep: Class 13 contains 241446 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 4456 members 
Mstep: Class 18 contains 23949 members 
Mstep: Class 19 contains 22334 members 
Mstep: Class 21 contains 295592 members 
Mstep: Class 22 contains 4514 members 
Mstep: Class 23 contains 204849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104195072.000000 Penalty: 50891.417969
Iteration 19Q: 16 clusters Score -1.041951e+08 nChanged 15959
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 3 contains 12726 members 
Mstep: Class 7 contains 1581 members 
Mstep: Class 8 contains 17558 members 
Mstep: Class 10 contains 31056 members 
Mstep: Class 11 contains 9533 members 
Mstep: Class 12 contains 645 members 
Mstep: Class 13 contains 241373 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 4459 members 
Mstep: Class 18 contains 23966 members 
Mstep: Class 19 contains 22441 members 
Mstep: Class 21 contains 292283 members 
Mstep: Class 22 contains 4517 members 
Mstep: Class 23 contains 206250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104199048.000000 Penalty: 50891.417969
Iteration 20F: 16 clusters Score -1.04199e+08 nChanged 15679
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 3 contains 13065 members 
Mstep: Class 7 contains 1573 members 
Mstep: Class 8 contains 19240 members 
Mstep: Class 10 contains 31185 members 
Mstep: Class 11 contains 9608 members 
Mstep: Class 12 contains 645 members 
Mstep: Class 13 contains 241260 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 4448 members 
Mstep: Class 18 contains 23949 members 
Mstep: Class 19 contains 22510 members 
Mstep: Class 21 contains 288925 members 
Mstep: Class 22 contains 4508 members 
Mstep: Class 23 contains 207482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104203232.000000 Penalty: 50891.417969
Iteration 21Q: 16 clusters Score -1.042032e+08 nChanged 15412
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 3 contains 13353 members 
Mstep: Class 7 contains 1576 members 
Mstep: Class 8 contains 20973 members 
Mstep: Class 10 contains 31245 members 
Mstep: Class 11 contains 9679 members 
Mstep: Class 12 contains 645 members 
Mstep: Class 13 contains 241145 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 23984 members 
Mstep: Class 19 contains 22570 members 
Mstep: Class 21 contains 285794 members 
Mstep: Class 22 contains 4514 members 
Mstep: Class 23 contains 208479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104207912.000000 Penalty: 50891.417969
Iteration 22Q: 16 clusters Score -1.042079e+08 nChanged 15274
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 3 contains 13611 members 
Mstep: Class 7 contains 1573 members 
Mstep: Class 8 contains 22783 members 
Mstep: Class 10 contains 31260 members 
Mstep: Class 11 contains 9738 members 
Mstep: Class 12 contains 644 members 
Mstep: Class 13 contains 240975 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 4428 members 
Mstep: Class 18 contains 24101 members 
Mstep: Class 19 contains 22646 members 
Mstep: Class 21 contains 282745 members 
Mstep: Class 22 contains 4519 members 
Mstep: Class 23 contains 209372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104211640.000000 Penalty: 50891.417969
Iteration 23Q: 16 clusters Score -1.042116e+08 nChanged 15064
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 3 contains 13839 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 24581 members 
Mstep: Class 10 contains 31229 members 
Mstep: Class 11 contains 9790 members 
Mstep: Class 12 contains 645 members 
Mstep: Class 13 contains 240862 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 4427 members 
Mstep: Class 18 contains 24309 members 
Mstep: Class 19 contains 22706 members 
Mstep: Class 21 contains 279776 members 
Mstep: Class 22 contains 4516 members 
Mstep: Class 23 contains 210148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104214912.000000 Penalty: 50891.417969
Iteration 24Q: 16 clusters Score -1.042149e+08 nChanged 14863
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 3 contains 14069 members 
Mstep: Class 7 contains 1583 members 
Mstep: Class 8 contains 26392 members 
Mstep: Class 10 contains 31146 members 
Mstep: Class 11 contains 9830 members 
Mstep: Class 12 contains 645 members 
Mstep: Class 13 contains 240994 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 24566 members 
Mstep: Class 19 contains 22746 members 
Mstep: Class 21 contains 276786 members 
Mstep: Class 22 contains 4509 members 
Mstep: Class 23 contains 210715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104218376.000000 Penalty: 50891.417969
Iteration 25Q: 16 clusters Score -1.042184e+08 nChanged 14443
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 3 contains 14366 members 
Mstep: Class 7 contains 1584 members 
Mstep: Class 8 contains 28238 members 
Mstep: Class 10 contains 31052 members 
Mstep: Class 11 contains 9870 members 
Mstep: Class 12 contains 645 members 
Mstep: Class 13 contains 241239 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 4419 members 
Mstep: Class 18 contains 24881 members 
Mstep: Class 19 contains 22766 members 
Mstep: Class 21 contains 273594 members 
Mstep: Class 22 contains 4498 members 
Mstep: Class 23 contains 211252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104221456.000000 Penalty: 50891.417969
Iteration 26Q: 16 clusters Score -1.042215e+08 nChanged 13934
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 3 contains 14631 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 30069 members 
Mstep: Class 10 contains 30986 members 
Mstep: Class 11 contains 9904 members 
Mstep: Class 12 contains 645 members 
Mstep: Class 13 contains 241615 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 4416 members 
Mstep: Class 18 contains 25276 members 
Mstep: Class 19 contains 22753 members 
Mstep: Class 21 contains 270477 members 
Mstep: Class 22 contains 4497 members 
Mstep: Class 23 contains 211549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104224688.000000 Penalty: 50891.417969
Iteration 27Q: 16 clusters Score -1.042247e+08 nChanged 13682
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 3 contains 14867 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 31960 members 
Mstep: Class 10 contains 30884 members 
Mstep: Class 11 contains 9936 members 
Mstep: Class 12 contains 645 members 
Mstep: Class 13 contains 242049 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 18 contains 25640 members 
Mstep: Class 19 contains 22727 members 
Mstep: Class 21 contains 267438 members 
Mstep: Class 22 contains 4498 members 
Mstep: Class 23 contains 211768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104227520.000000 Penalty: 50891.417969
Iteration 28Q: 16 clusters Score -1.042275e+08 nChanged 13057
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 3 contains 15087 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 33859 members 
Mstep: Class 10 contains 30777 members 
Mstep: Class 11 contains 9951 members 
Mstep: Class 12 contains 643 members 
Mstep: Class 13 contains 242352 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 17 contains 4399 members 
Mstep: Class 18 contains 26035 members 
Mstep: Class 19 contains 22711 members 
Mstep: Class 21 contains 264551 members 
Mstep: Class 22 contains 4496 members 
Mstep: Class 23 contains 211959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104230032.000000 Penalty: 50891.417969
Iteration 29Q: 16 clusters Score -1.0423e+08 nChanged 12395
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 3 contains 15306 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 35745 members 
Mstep: Class 10 contains 30658 members 
Mstep: Class 11 contains 9971 members 
Mstep: Class 12 contains 641 members 
Mstep: Class 13 contains 242656 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 17 contains 4399 members 
Mstep: Class 18 contains 26377 members 
Mstep: Class 19 contains 22707 members 
Mstep: Class 21 contains 261742 members 
Mstep: Class 22 contains 4498 members 
Mstep: Class 23 contains 212123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104233888.000000 Penalty: 50891.417969
Iteration 30Q: 16 clusters Score -1.042339e+08 nChanged 11899
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 3 contains 15514 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 37696 members 
Mstep: Class 10 contains 30534 members 
Mstep: Class 11 contains 9994 members 
Mstep: Class 12 contains 641 members 
Mstep: Class 13 contains 242756 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 17 contains 4400 members 
Mstep: Class 18 contains 26721 members 
Mstep: Class 19 contains 22715 members 
Mstep: Class 21 contains 259139 members 
Mstep: Class 22 contains 4499 members 
Mstep: Class 23 contains 212219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104236416.000000 Penalty: 50891.417969
Iteration 31Q: 16 clusters Score -1.042364e+08 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 3 contains 15708 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 39623 members 
Mstep: Class 10 contains 30451 members 
Mstep: Class 11 contains 10007 members 
Mstep: Class 12 contains 642 members 
Mstep: Class 13 contains 242704 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 17 contains 4398 members 
Mstep: Class 18 contains 27037 members 
Mstep: Class 19 contains 22723 members 
Mstep: Class 21 contains 256804 members 
Mstep: Class 22 contains 4488 members 
Mstep: Class 23 contains 212243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104239064.000000 Penalty: 50891.417969
Iteration 32Q: 16 clusters Score -1.042391e+08 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 3 contains 15911 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 41526 members 
Mstep: Class 10 contains 30387 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 642 members 
Mstep: Class 13 contains 242648 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 17 contains 4398 members 
Mstep: Class 18 contains 27348 members 
Mstep: Class 19 contains 22715 members 
Mstep: Class 21 contains 254679 members 
Mstep: Class 22 contains 4475 members 
Mstep: Class 23 contains 212064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104240624.000000 Penalty: 50891.417969
Iteration 33Q: 16 clusters Score -1.042406e+08 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 3 contains 16089 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 43438 members 
Mstep: Class 10 contains 30315 members 
Mstep: Class 11 contains 10053 members 
Mstep: Class 12 contains 642 members 
Mstep: Class 13 contains 242576 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 17 contains 4398 members 
Mstep: Class 18 contains 27666 members 
Mstep: Class 19 contains 22715 members 
Mstep: Class 21 contains 252736 members 
Mstep: Class 22 contains 4466 members 
Mstep: Class 23 contains 211735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104243008.000000 Penalty: 50891.417969
Iteration 34Q: 16 clusters Score -1.04243e+08 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 3 contains 16252 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 45242 members 
Mstep: Class 10 contains 30227 members 
Mstep: Class 11 contains 10074 members 
Mstep: Class 12 contains 642 members 
Mstep: Class 13 contains 242393 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 17 contains 4400 members 
Mstep: Class 18 contains 28003 members 
Mstep: Class 19 contains 22703 members 
Mstep: Class 21 contains 251090 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 211343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104244520.000000 Penalty: 50891.417969
Iteration 35Q: 16 clusters Score -1.042445e+08 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 3 contains 16447 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 46915 members 
Mstep: Class 10 contains 30139 members 
Mstep: Class 11 contains 10094 members 
Mstep: Class 12 contains 642 members 
Mstep: Class 13 contains 242107 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 17 contains 4403 members 
Mstep: Class 18 contains 28283 members 
Mstep: Class 19 contains 22714 members 
Mstep: Class 21 contains 249631 members 
Mstep: Class 22 contains 4464 members 
Mstep: Class 23 contains 210988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104245576.000000 Penalty: 50891.417969
Iteration 36Q: 16 clusters Score -1.042456e+08 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 3 contains 16602 members 
Mstep: Class 7 contains 1583 members 
Mstep: Class 8 contains 48523 members 
Mstep: Class 10 contains 30035 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 642 members 
Mstep: Class 13 contains 241860 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 18 contains 28561 members 
Mstep: Class 19 contains 22717 members 
Mstep: Class 21 contains 248212 members 
Mstep: Class 22 contains 4461 members 
Mstep: Class 23 contains 210700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104247208.000000 Penalty: 50891.417969
Iteration 37Q: 16 clusters Score -1.042472e+08 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 3 contains 16735 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 50017 members 
Mstep: Class 10 contains 29938 members 
Mstep: Class 11 contains 10126 members 
Mstep: Class 12 contains 641 members 
Mstep: Class 13 contains 241707 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 18 contains 28763 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 21 contains 246812 members 
Mstep: Class 22 contains 4454 members 
Mstep: Class 23 contains 210482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104248784.000000 Penalty: 50891.417969
Iteration 38Q: 16 clusters Score -1.042488e+08 nChanged 7393
Entering ConstructFrom: 
Score: -104248784.000000 Penalty: 50891.417969
Entering ConstructFrom: 
Trying to split cluster 1 (3523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Entering Unmasked Estep 
Score: -364267.500000 Penalty: 2025.432983
	Iteration 0F: 2 clusters Score -364267.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -360831.906250 Penalty: 4050.865967
	Iteration 0F: 3 clusters Score -360831.9 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -362130.281250 Penalty: 4050.865967
	Iteration 1F: 3 clusters Score -362130.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -363582.750000 Penalty: 4050.865967
	Iteration 2F: 3 clusters Score -363582.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -365534.093750 Penalty: 4050.865967
	Iteration 3F: 3 clusters Score -365534.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -366738.906250 Penalty: 4050.865967
	Iteration 4F: 3 clusters Score -366738.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -367036.437500 Penalty: 4050.865967
	Iteration 5Q: 3 clusters Score -367036.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -367071.062500 Penalty: 4050.865967
	Iteration 6Q: 3 clusters Score -367071.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -367078.906250 Penalty: 4050.865967
	Iteration 7Q: 3 clusters Score -367078.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -367079.468750 Penalty: 4050.865967
	Iteration 8Q: 3 clusters Score -367079.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -367080.812500 Penalty: 4050.865967
	Iteration 9Q: 3 clusters Score -367080.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -367080.812500 Penalty: 4050.865967
	Iteration 10F: 3 clusters Score -367080.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1770 members 
Mstep: Class 3 contains 16914 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 51357 members 
Mstep: Class 10 contains 29877 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 641 members 
Mstep: Class 13 contains 241684 members 
Mstep: Class 14 contains 1734 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 18 contains 28905 members 
Mstep: Class 19 contains 22738 members 
Mstep: Class 21 contains 245440 members 
Mstep: Class 22 contains 4453 members 
Mstep: Class 23 contains 210279 members 
Entering Unmasked Estep 
Score: -104250664.000000 Penalty: 54284.179688
Splitting cluster 1 changes total score from -104248784.000000 to -104250664.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (16914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Entering Unmasked Estep 
Score: -2057424.125000 Penalty: 2414.502441
	Iteration 0F: 2 clusters Score -2057424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2045379.250000 Penalty: 4829.004883
	Iteration 0F: 3 clusters Score -2045379 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2049214.125000 Penalty: 4829.004883
	Iteration 1F: 3 clusters Score -2049214 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2049558.125000 Penalty: 4829.004883
	Iteration 2F: 3 clusters Score -2049558 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2049798.875000 Penalty: 4829.004883
	Iteration 3Q: 3 clusters Score -2049799 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2049987.375000 Penalty: 4829.004883
	Iteration 4Q: 3 clusters Score -2049987 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2050152.875000 Penalty: 4829.004883
	Iteration 5Q: 3 clusters Score -2050153 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2050271.250000 Penalty: 4829.004883
	Iteration 6Q: 3 clusters Score -2050271 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2050381.250000 Penalty: 4829.004883
	Iteration 7Q: 3 clusters Score -2050381 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2050477.000000 Penalty: 4829.004883
	Iteration 8Q: 3 clusters Score -2050477 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2050574.250000 Penalty: 4829.004883
	Iteration 9Q: 3 clusters Score -2050574 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2050697.125000 Penalty: 4829.004883
	Iteration 10Q: 3 clusters Score -2050697 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2050838.500000 Penalty: 4829.004883
	Iteration 11Q: 3 clusters Score -2050838 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2051020.500000 Penalty: 4829.004883
	Iteration 12Q: 3 clusters Score -2051020 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2051271.625000 Penalty: 4829.004883
	Iteration 13Q: 3 clusters Score -2051272 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2051610.625000 Penalty: 4829.004883
	Iteration 14Q: 3 clusters Score -2051611 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2052090.375000 Penalty: 4829.004883
	Iteration 15Q: 3 clusters Score -2052090 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2052717.375000 Penalty: 4829.004883
	Iteration 16F: 3 clusters Score -2052717 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2053393.750000 Penalty: 4829.004883
	Iteration 17F: 3 clusters Score -2053394 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2053991.000000 Penalty: 4829.004883
	Iteration 18Q: 3 clusters Score -2053991 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2054513.125000 Penalty: 4829.004883
	Iteration 19Q: 3 clusters Score -2054513 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2054829.375000 Penalty: 4829.004883
	Iteration 20F: 3 clusters Score -2054829 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2055029.750000 Penalty: 4829.004883
	Iteration 21Q: 3 clusters Score -2055030 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2055152.750000 Penalty: 4829.004883
	Iteration 22Q: 3 clusters Score -2055153 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2055211.875000 Penalty: 4829.004883
	Iteration 23Q: 3 clusters Score -2055212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2055248.750000 Penalty: 4829.004883
	Iteration 24Q: 3 clusters Score -2055249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2055275.500000 Penalty: 4829.004883
	Iteration 25Q: 3 clusters Score -2055276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2055302.000000 Penalty: 4829.004883
	Iteration 26Q: 3 clusters Score -2055302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2055318.625000 Penalty: 4829.004883
	Iteration 27Q: 3 clusters Score -2055319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2055341.750000 Penalty: 4829.004883
	Iteration 28Q: 3 clusters Score -2055342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2055353.375000 Penalty: 4829.004883
	Iteration 29Q: 3 clusters Score -2055353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2055356.125000 Penalty: 4829.004883
	Iteration 30Q: 3 clusters Score -2055356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2055358.375000 Penalty: 4829.004883
	Iteration 31Q: 3 clusters Score -2055358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2055358.375000 Penalty: 4829.004883
	Iteration 32F: 3 clusters Score -2055358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -182328.390625 Penalty: 1828.441162
	Iteration 0F: 2 clusters Score -182328.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -179948.000000 Penalty: 3656.882324
	Iteration 0F: 3 clusters Score -179948 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -180420.812500 Penalty: 3656.882324
	Iteration 1F: 3 clusters Score -180420.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -180588.359375 Penalty: 3656.882324
	Iteration 2F: 3 clusters Score -180588.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -180694.421875 Penalty: 3656.882324
	Iteration 3F: 3 clusters Score -180694.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -180755.171875 Penalty: 3656.882324
	Iteration 4Q: 3 clusters Score -180755.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -180800.375000 Penalty: 3656.882324
	Iteration 5Q: 3 clusters Score -180800.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -180838.437500 Penalty: 3656.882324
	Iteration 6Q: 3 clusters Score -180838.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -180872.359375 Penalty: 3656.882324
	Iteration 7Q: 3 clusters Score -180872.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -180890.859375 Penalty: 3656.882324
	Iteration 8Q: 3 clusters Score -180890.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -180906.734375 Penalty: 3656.882324
	Iteration 9Q: 3 clusters Score -180906.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -180920.031250 Penalty: 3656.882324
	Iteration 10Q: 3 clusters Score -180920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -180935.421875 Penalty: 3656.882324
	Iteration 11Q: 3 clusters Score -180935.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -180944.859375 Penalty: 3656.882324
	Iteration 12Q: 3 clusters Score -180944.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -180955.000000 Penalty: 3656.882324
	Iteration 13Q: 3 clusters Score -180955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -180969.578125 Penalty: 3656.882324
	Iteration 14Q: 3 clusters Score -180969.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -180978.156250 Penalty: 3656.882324
	Iteration 15Q: 3 clusters Score -180978.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -180986.843750 Penalty: 3656.882324
	Iteration 16Q: 3 clusters Score -180986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -180988.734375 Penalty: 3656.882324
	Iteration 17Q: 3 clusters Score -180988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -180989.515625 Penalty: 3656.882324
	Iteration 18Q: 3 clusters Score -180989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -180990.343750 Penalty: 3656.882324
	Iteration 19Q: 3 clusters Score -180990.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -180991.843750 Penalty: 3656.882324
	Iteration 20F: 3 clusters Score -180991.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (51357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Entering Unmasked Estep 
Score: -6306510.500000 Penalty: 2689.946045
	Iteration 0F: 2 clusters Score -6306510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -6271959.000000 Penalty: 5379.892090
	Iteration 0F: 3 clusters Score -6271959 nChanged 23657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -6284762.500000 Penalty: 5379.892090
	Iteration 1F: 3 clusters Score -6284762 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -6285300.000000 Penalty: 5379.892090
	Iteration 2Q: 3 clusters Score -6285300 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -6285917.000000 Penalty: 5379.892090
	Iteration 3Q: 3 clusters Score -6285917 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -6286662.000000 Penalty: 5379.892090
	Iteration 4Q: 3 clusters Score -6286662 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -6287712.000000 Penalty: 5379.892090
	Iteration 5Q: 3 clusters Score -6287712 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -6289113.000000 Penalty: 5379.892090
	Iteration 6Q: 3 clusters Score -6289113 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -6290798.000000 Penalty: 5379.892090
	Iteration 7F: 3 clusters Score -6290798 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -6293076.500000 Penalty: 5379.892090
	Iteration 8F: 3 clusters Score -6293076 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -6295900.000000 Penalty: 5379.892090
	Iteration 9F: 3 clusters Score -6295900 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -6298680.500000 Penalty: 5379.892090
	Iteration 10F: 3 clusters Score -6298680 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -6300423.500000 Penalty: 5379.892090
	Iteration 11F: 3 clusters Score -6300424 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -6301274.000000 Penalty: 5379.892090
	Iteration 12Q: 3 clusters Score -6301274 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -6301653.500000 Penalty: 5379.892090
	Iteration 13Q: 3 clusters Score -6301654 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -6301927.000000 Penalty: 5379.892090
	Iteration 14Q: 3 clusters Score -6301927 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -6302141.500000 Penalty: 5379.892090
	Iteration 15Q: 3 clusters Score -6302142 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -6302314.500000 Penalty: 5379.892090
	Iteration 16Q: 3 clusters Score -6302314 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -6302473.000000 Penalty: 5379.892090
	Iteration 17Q: 3 clusters Score -6302473 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -6302619.000000 Penalty: 5379.892090
	Iteration 18Q: 3 clusters Score -6302619 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -6302770.000000 Penalty: 5379.892090
	Iteration 19Q: 3 clusters Score -6302770 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -6302856.000000 Penalty: 5379.892090
	Iteration 20F: 3 clusters Score -6302856 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -6302969.000000 Penalty: 5379.892090
	Iteration 21Q: 3 clusters Score -6302969 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -6303096.000000 Penalty: 5379.892090
	Iteration 22Q: 3 clusters Score -6303096 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -6303241.500000 Penalty: 5379.892090
	Iteration 23Q: 3 clusters Score -6303242 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -6303337.000000 Penalty: 5379.892090
	Iteration 24Q: 3 clusters Score -6303337 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -6303458.500000 Penalty: 5379.892090
	Iteration 25Q: 3 clusters Score -6303458 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -6303549.500000 Penalty: 5379.892090
	Iteration 26Q: 3 clusters Score -6303550 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -6303677.000000 Penalty: 5379.892090
	Iteration 27Q: 3 clusters Score -6303677 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -6303763.500000 Penalty: 5379.892090
	Iteration 28Q: 3 clusters Score -6303764 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -6303852.500000 Penalty: 5379.892090
	Iteration 29Q: 3 clusters Score -6303852 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -6303941.500000 Penalty: 5379.892090
	Iteration 30Q: 3 clusters Score -6303942 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -6304060.000000 Penalty: 5379.892090
	Iteration 31Q: 3 clusters Score -6304060 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -6304187.000000 Penalty: 5379.892090
	Iteration 32Q: 3 clusters Score -6304187 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -6304295.000000 Penalty: 5379.892090
	Iteration 33Q: 3 clusters Score -6304295 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -6304396.500000 Penalty: 5379.892090
	Iteration 34Q: 3 clusters Score -6304396 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -6304474.500000 Penalty: 5379.892090
	Iteration 35Q: 3 clusters Score -6304474 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -6304587.000000 Penalty: 5379.892090
	Iteration 36Q: 3 clusters Score -6304587 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -6304657.000000 Penalty: 5379.892090
	Iteration 37Q: 3 clusters Score -6304657 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -6304753.000000 Penalty: 5379.892090
	Iteration 38Q: 3 clusters Score -6304753 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -6304839.500000 Penalty: 5379.892090
	Iteration 39Q: 3 clusters Score -6304840 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -6304880.500000 Penalty: 5379.892090
	Iteration 40F: 3 clusters Score -6304880 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -6304930.000000 Penalty: 5379.892090
	Iteration 41Q: 3 clusters Score -6304930 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -6304973.000000 Penalty: 5379.892090
	Iteration 42Q: 3 clusters Score -6304973 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -6305016.500000 Penalty: 5379.892090
	Iteration 43Q: 3 clusters Score -6305016 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -6305057.500000 Penalty: 5379.892090
	Iteration 44Q: 3 clusters Score -6305058 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -6305096.000000 Penalty: 5379.892090
	Iteration 45Q: 3 clusters Score -6305096 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -6305114.500000 Penalty: 5379.892090
	Iteration 46Q: 3 clusters Score -6305114 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -6305134.500000 Penalty: 5379.892090
	Iteration 47Q: 3 clusters Score -6305134 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -6305146.000000 Penalty: 5379.892090
	Iteration 48Q: 3 clusters Score -6305146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -6305154.000000 Penalty: 5379.892090
	Iteration 49Q: 3 clusters Score -6305154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -6305175.500000 Penalty: 5379.892090
	Iteration 50Q: 3 clusters Score -6305176 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -6305180.500000 Penalty: 5379.892090
	Iteration 51Q: 3 clusters Score -6305180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -6305196.500000 Penalty: 5379.892090
	Iteration 52Q: 3 clusters Score -6305196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -6305198.000000 Penalty: 5379.892090
	Iteration 53Q: 3 clusters Score -6305198 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -6305209.000000 Penalty: 5379.892090
	Iteration 54Q: 3 clusters Score -6305209 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -6305225.000000 Penalty: 5379.892090
	Iteration 55Q: 3 clusters Score -6305225 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -6305235.000000 Penalty: 5379.892090
	Iteration 56Q: 3 clusters Score -6305235 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -6305249.000000 Penalty: 5379.892090
	Iteration 57Q: 3 clusters Score -6305249 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -6305253.000000 Penalty: 5379.892090
	Iteration 58Q: 3 clusters Score -6305253 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -6305260.500000 Penalty: 5379.892090
	Iteration 59Q: 3 clusters Score -6305260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -6305255.000000 Penalty: 5379.892090
	Iteration 60F: 3 clusters Score -6305255 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -6305261.500000 Penalty: 5379.892090
	Iteration 61Q: 3 clusters Score -6305262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -6305264.000000 Penalty: 5379.892090
	Iteration 62Q: 3 clusters Score -6305264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -6305269.500000 Penalty: 5379.892090
	Iteration 63Q: 3 clusters Score -6305270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -6305255.500000 Penalty: 5379.892090
	Iteration 64Q: 3 clusters Score -6305256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -6305264.500000 Penalty: 5379.892090
	Iteration 65Q: 3 clusters Score -6305264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -6305273.000000 Penalty: 5379.892090
	Iteration 66Q: 3 clusters Score -6305273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -6305273.000000 Penalty: 5379.892090
	Iteration 67Q: 3 clusters Score -6305273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -6305272.500000 Penalty: 5379.892090
	Iteration 68Q: 3 clusters Score -6305272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -6305280.000000 Penalty: 5379.892090
	Iteration 69Q: 3 clusters Score -6305280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -6305280.000000 Penalty: 5379.892090
	Iteration 70Q: 3 clusters Score -6305280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -6305278.000000 Penalty: 5379.892090
	Iteration 71Q: 3 clusters Score -6305278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -6305285.500000 Penalty: 5379.892090
	Iteration 72Q: 3 clusters Score -6305286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -6305284.000000 Penalty: 5379.892090
	Iteration 73Q: 3 clusters Score -6305284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -6305278.000000 Penalty: 5379.892090
	Iteration 74Q: 3 clusters Score -6305278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -6305274.500000 Penalty: 5379.892090
	Iteration 75Q: 3 clusters Score -6305274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -6305278.000000 Penalty: 5379.892090
	Iteration 76Q: 3 clusters Score -6305278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -6305283.000000 Penalty: 5379.892090
	Iteration 77Q: 3 clusters Score -6305283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -6305288.500000 Penalty: 5379.892090
	Iteration 78Q: 3 clusters Score -6305288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -6305292.500000 Penalty: 5379.892090
	Iteration 79Q: 3 clusters Score -6305292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -6305292.500000 Penalty: 5379.892090
	Iteration 80F: 3 clusters Score -6305292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -6305301.500000 Penalty: 5379.892090
	Iteration 81Q: 3 clusters Score -6305302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -6305300.500000 Penalty: 5379.892090
	Iteration 82Q: 3 clusters Score -6305300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -6305295.500000 Penalty: 5379.892090
	Iteration 83Q: 3 clusters Score -6305296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -6305291.000000 Penalty: 5379.892090
	Iteration 84Q: 3 clusters Score -6305291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -6305294.000000 Penalty: 5379.892090
	Iteration 85Q: 3 clusters Score -6305294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -6305291.500000 Penalty: 5379.892090
	Iteration 86Q: 3 clusters Score -6305292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -6305297.500000 Penalty: 5379.892090
	Iteration 87Q: 3 clusters Score -6305298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -6305304.000000 Penalty: 5379.892090
	Iteration 88Q: 3 clusters Score -6305304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -6305302.500000 Penalty: 5379.892090
	Iteration 89Q: 3 clusters Score -6305302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -6305304.500000 Penalty: 5379.892090
	Iteration 90Q: 3 clusters Score -6305304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -6305307.000000 Penalty: 5379.892090
	Iteration 91Q: 3 clusters Score -6305307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -6305304.000000 Penalty: 5379.892090
	Iteration 92Q: 3 clusters Score -6305304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -6305310.500000 Penalty: 5379.892090
	Iteration 93Q: 3 clusters Score -6305310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -6305307.000000 Penalty: 5379.892090
	Iteration 94Q: 3 clusters Score -6305307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -6305310.000000 Penalty: 5379.892090
	Iteration 95Q: 3 clusters Score -6305310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -6305311.000000 Penalty: 5379.892090
	Iteration 96Q: 3 clusters Score -6305311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -6305310.500000 Penalty: 5379.892090
	Iteration 97Q: 3 clusters Score -6305310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -6305313.000000 Penalty: 5379.892090
	Iteration 98Q: 3 clusters Score -6305313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -6305323.000000 Penalty: 5379.892090
	Iteration 99Q: 3 clusters Score -6305323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -6305321.500000 Penalty: 5379.892090
	Iteration 100F: 3 clusters Score -6305322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -6305313.500000 Penalty: 5379.892090
	Iteration 101Q: 3 clusters Score -6305314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -6305316.000000 Penalty: 5379.892090
	Iteration 102Q: 3 clusters Score -6305316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -6305319.000000 Penalty: 5379.892090
	Iteration 103Q: 3 clusters Score -6305319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -6305319.000000 Penalty: 5379.892090
	Iteration 104F: 3 clusters Score -6305319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Entering Unmasked Estep 
Score: -3564711.500000 Penalty: 2555.601318
	Iteration 0F: 2 clusters Score -3564712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -3544277.250000 Penalty: 5111.202637
	Iteration 0F: 3 clusters Score -3544277 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -3551519.250000 Penalty: 5111.202637
	Iteration 1F: 3 clusters Score -3551519 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -3551889.000000 Penalty: 5111.202637
	Iteration 2Q: 3 clusters Score -3551889 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3552209.750000 Penalty: 5111.202637
	Iteration 3Q: 3 clusters Score -3552210 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3552442.000000 Penalty: 5111.202637
	Iteration 4Q: 3 clusters Score -3552442 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -3552651.250000 Penalty: 5111.202637
	Iteration 5Q: 3 clusters Score -3552651 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3552839.250000 Penalty: 5111.202637
	Iteration 6Q: 3 clusters Score -3552839 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3553086.250000 Penalty: 5111.202637
	Iteration 7Q: 3 clusters Score -3553086 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -3553387.750000 Penalty: 5111.202637
	Iteration 8Q: 3 clusters Score -3553388 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -3553776.750000 Penalty: 5111.202637
	Iteration 9Q: 3 clusters Score -3553777 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -3554263.000000 Penalty: 5111.202637
	Iteration 10Q: 3 clusters Score -3554263 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3554916.750000 Penalty: 5111.202637
	Iteration 11Q: 3 clusters Score -3554917 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3555727.250000 Penalty: 5111.202637
	Iteration 12Q: 3 clusters Score -3555727 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3556757.750000 Penalty: 5111.202637
	Iteration 13Q: 3 clusters Score -3556758 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3557922.250000 Penalty: 5111.202637
	Iteration 14Q: 3 clusters Score -3557922 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3559153.500000 Penalty: 5111.202637
	Iteration 15Q: 3 clusters Score -3559154 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3560155.250000 Penalty: 5111.202637
	Iteration 16Q: 3 clusters Score -3560155 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -3560870.750000 Penalty: 5111.202637
	Iteration 17Q: 3 clusters Score -3560871 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -3561338.500000 Penalty: 5111.202637
	Iteration 18Q: 3 clusters Score -3561338 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -3561646.500000 Penalty: 5111.202637
	Iteration 19Q: 3 clusters Score -3561646 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -3561857.000000 Penalty: 5111.202637
	Iteration 20F: 3 clusters Score -3561857 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -3562009.000000 Penalty: 5111.202637
	Iteration 21Q: 3 clusters Score -3562009 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -3562129.750000 Penalty: 5111.202637
	Iteration 22Q: 3 clusters Score -3562130 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -3562235.500000 Penalty: 5111.202637
	Iteration 23Q: 3 clusters Score -3562236 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3562286.500000 Penalty: 5111.202637
	Iteration 24Q: 3 clusters Score -3562286 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3562333.500000 Penalty: 5111.202637
	Iteration 25Q: 3 clusters Score -3562334 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -3562372.000000 Penalty: 5111.202637
	Iteration 26Q: 3 clusters Score -3562372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -3562411.500000 Penalty: 5111.202637
	Iteration 27Q: 3 clusters Score -3562412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -3562433.250000 Penalty: 5111.202637
	Iteration 28Q: 3 clusters Score -3562433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -3562450.000000 Penalty: 5111.202637
	Iteration 29Q: 3 clusters Score -3562450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -3562454.500000 Penalty: 5111.202637
	Iteration 30Q: 3 clusters Score -3562454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -3562464.250000 Penalty: 5111.202637
	Iteration 31Q: 3 clusters Score -3562464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -3562481.750000 Penalty: 5111.202637
	Iteration 32Q: 3 clusters Score -3562482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -3562494.250000 Penalty: 5111.202637
	Iteration 33Q: 3 clusters Score -3562494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -3562499.000000 Penalty: 5111.202637
	Iteration 34Q: 3 clusters Score -3562499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -3562502.000000 Penalty: 5111.202637
	Iteration 35Q: 3 clusters Score -3562502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -3562504.250000 Penalty: 5111.202637
	Iteration 36Q: 3 clusters Score -3562504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3562506.750000 Penalty: 5111.202637
	Iteration 37Q: 3 clusters Score -3562507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -3562507.000000 Penalty: 5111.202637
	Iteration 38Q: 3 clusters Score -3562507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3562510.750000 Penalty: 5111.202637
	Iteration 39Q: 3 clusters Score -3562511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -3562508.500000 Penalty: 5111.202637
	Iteration 40F: 3 clusters Score -3562508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Entering Unmasked Estep 
Score: -1177692.875000 Penalty: 2287.343262
	Iteration 0F: 2 clusters Score -1177693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1170008.250000 Penalty: 4574.686523
	Iteration 0F: 3 clusters Score -1170008 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1172150.375000 Penalty: 4574.686523
	Iteration 1F: 3 clusters Score -1172150 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1172395.250000 Penalty: 4574.686523
	Iteration 2F: 3 clusters Score -1172395 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1172588.125000 Penalty: 4574.686523
	Iteration 3Q: 3 clusters Score -1172588 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1172759.125000 Penalty: 4574.686523
	Iteration 4Q: 3 clusters Score -1172759 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1172959.250000 Penalty: 4574.686523
	Iteration 5Q: 3 clusters Score -1172959 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1173197.125000 Penalty: 4574.686523
	Iteration 6Q: 3 clusters Score -1173197 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1173428.500000 Penalty: 4574.686523
	Iteration 7Q: 3 clusters Score -1173428 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1173638.750000 Penalty: 4574.686523
	Iteration 8Q: 3 clusters Score -1173639 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1173860.625000 Penalty: 4574.686523
	Iteration 9Q: 3 clusters Score -1173861 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1174097.125000 Penalty: 4574.686523
	Iteration 10Q: 3 clusters Score -1174097 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1174325.250000 Penalty: 4574.686523
	Iteration 11Q: 3 clusters Score -1174325 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1174526.000000 Penalty: 4574.686523
	Iteration 12Q: 3 clusters Score -1174526 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1174662.750000 Penalty: 4574.686523
	Iteration 13Q: 3 clusters Score -1174663 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1174778.000000 Penalty: 4574.686523
	Iteration 14Q: 3 clusters Score -1174778 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1174869.625000 Penalty: 4574.686523
	Iteration 15Q: 3 clusters Score -1174870 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1174940.000000 Penalty: 4574.686523
	Iteration 16Q: 3 clusters Score -1174940 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1174993.500000 Penalty: 4574.686523
	Iteration 17Q: 3 clusters Score -1174994 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1175058.750000 Penalty: 4574.686523
	Iteration 18Q: 3 clusters Score -1175059 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1175115.250000 Penalty: 4574.686523
	Iteration 19Q: 3 clusters Score -1175115 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1175168.250000 Penalty: 4574.686523
	Iteration 20F: 3 clusters Score -1175168 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1175223.250000 Penalty: 4574.686523
	Iteration 21Q: 3 clusters Score -1175223 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1175272.125000 Penalty: 4574.686523
	Iteration 22Q: 3 clusters Score -1175272 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1175326.375000 Penalty: 4574.686523
	Iteration 23Q: 3 clusters Score -1175326 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1175373.500000 Penalty: 4574.686523
	Iteration 24Q: 3 clusters Score -1175374 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1175410.625000 Penalty: 4574.686523
	Iteration 25Q: 3 clusters Score -1175411 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1175449.125000 Penalty: 4574.686523
	Iteration 26Q: 3 clusters Score -1175449 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1175487.500000 Penalty: 4574.686523
	Iteration 27Q: 3 clusters Score -1175488 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1175528.125000 Penalty: 4574.686523
	Iteration 28Q: 3 clusters Score -1175528 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1175570.125000 Penalty: 4574.686523
	Iteration 29Q: 3 clusters Score -1175570 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1175621.625000 Penalty: 4574.686523
	Iteration 30Q: 3 clusters Score -1175622 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1175664.500000 Penalty: 4574.686523
	Iteration 31Q: 3 clusters Score -1175664 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1175717.250000 Penalty: 4574.686523
	Iteration 32Q: 3 clusters Score -1175717 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1175758.250000 Penalty: 4574.686523
	Iteration 33Q: 3 clusters Score -1175758 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1175805.375000 Penalty: 4574.686523
	Iteration 34Q: 3 clusters Score -1175805 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1175844.750000 Penalty: 4574.686523
	Iteration 35Q: 3 clusters Score -1175845 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1175879.750000 Penalty: 4574.686523
	Iteration 36Q: 3 clusters Score -1175880 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1175922.500000 Penalty: 4574.686523
	Iteration 37Q: 3 clusters Score -1175922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1175950.375000 Penalty: 4574.686523
	Iteration 38Q: 3 clusters Score -1175950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1175990.500000 Penalty: 4574.686523
	Iteration 39Q: 3 clusters Score -1175990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1176034.750000 Penalty: 4574.686523
	Iteration 40F: 3 clusters Score -1176035 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1176064.500000 Penalty: 4574.686523
	Iteration 41Q: 3 clusters Score -1176064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1176083.000000 Penalty: 4574.686523
	Iteration 42Q: 3 clusters Score -1176083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1176095.125000 Penalty: 4574.686523
	Iteration 43Q: 3 clusters Score -1176095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1176103.875000 Penalty: 4574.686523
	Iteration 44Q: 3 clusters Score -1176104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1176108.250000 Penalty: 4574.686523
	Iteration 45Q: 3 clusters Score -1176108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1176116.000000 Penalty: 4574.686523
	Iteration 46Q: 3 clusters Score -1176116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1176117.750000 Penalty: 4574.686523
	Iteration 47Q: 3 clusters Score -1176118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1176116.625000 Penalty: 4574.686523
	Iteration 48Q: 3 clusters Score -1176117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1176117.000000 Penalty: 4574.686523
	Iteration 49Q: 3 clusters Score -1176117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1176119.750000 Penalty: 4574.686523
	Iteration 50Q: 3 clusters Score -1176120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1176123.250000 Penalty: 4574.686523
	Iteration 51Q: 3 clusters Score -1176123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1176128.125000 Penalty: 4574.686523
	Iteration 52Q: 3 clusters Score -1176128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1176135.125000 Penalty: 4574.686523
	Iteration 53Q: 3 clusters Score -1176135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1176139.875000 Penalty: 4574.686523
	Iteration 54Q: 3 clusters Score -1176140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1176147.375000 Penalty: 4574.686523
	Iteration 55Q: 3 clusters Score -1176147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1176148.750000 Penalty: 4574.686523
	Iteration 56Q: 3 clusters Score -1176149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1176155.625000 Penalty: 4574.686523
	Iteration 57Q: 3 clusters Score -1176156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1176157.625000 Penalty: 4574.686523
	Iteration 58Q: 3 clusters Score -1176158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1176163.375000 Penalty: 4574.686523
	Iteration 59Q: 3 clusters Score -1176163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1176164.125000 Penalty: 4574.686523
	Iteration 60F: 3 clusters Score -1176164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1176167.375000 Penalty: 4574.686523
	Iteration 61Q: 3 clusters Score -1176167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1176170.250000 Penalty: 4574.686523
	Iteration 62Q: 3 clusters Score -1176170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1176173.875000 Penalty: 4574.686523
	Iteration 63Q: 3 clusters Score -1176174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1176180.250000 Penalty: 4574.686523
	Iteration 64Q: 3 clusters Score -1176180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1176184.125000 Penalty: 4574.686523
	Iteration 65Q: 3 clusters Score -1176184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1176184.250000 Penalty: 4574.686523
	Iteration 66Q: 3 clusters Score -1176184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1176187.250000 Penalty: 4574.686523
	Iteration 67Q: 3 clusters Score -1176187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1176187.250000 Penalty: 4574.686523
	Iteration 68F: 3 clusters Score -1176187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -64139.437500 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -64139.44 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 314 members 
Entering Unmasked Estep 
Score: -62570.585938 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -62570.59 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -62885.925781 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -62885.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63002.804688 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -63002.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -63074.328125 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -63074.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63127.308594 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -63127.31 nChanged 10
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: -63148.726562 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -63148.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -63170.171875 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -63170.17 nChanged 9
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: -63188.242188 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -63188.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63211.695312 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -63211.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -63247.820312 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -63247.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -63262.640625 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -63262.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -63273.988281 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -63273.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -63286.515625 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -63286.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -63303.781250 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -63303.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63331.281250 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -63331.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -63417.769531 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -63417.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -63463.148438 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -63463.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63516.453125 Penalty: 3205.662598
	Iteration 17Q: 3 clusters Score -63516.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -63564.132812 Penalty: 3205.662598
	Iteration 18Q: 3 clusters Score -63564.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -63597.093750 Penalty: 3205.662598
	Iteration 19Q: 3 clusters Score -63597.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -63617.109375 Penalty: 3205.662598
	Iteration 20F: 3 clusters Score -63617.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -63618.941406 Penalty: 3205.662598
	Iteration 21Q: 3 clusters Score -63618.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -63618.941406 Penalty: 3205.662598
	Iteration 22F: 3 clusters Score -63618.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (241684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241684 members 
Entering Unmasked Estep 
Score: -29285540.000000 Penalty: 3074.055908
	Iteration 0F: 2 clusters Score -2.928554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121110 members 
Mstep: Class 2 contains 120574 members 
Entering Unmasked Estep 
Score: -29132830.000000 Penalty: 6148.111816
	Iteration 0F: 3 clusters Score -2.913283e+07 nChanged 116699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123419 members 
Mstep: Class 2 contains 118265 members 
Entering Unmasked Estep 
Score: -29201632.000000 Penalty: 6148.111816
	Iteration 1F: 3 clusters Score -2.920163e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125759 members 
Mstep: Class 2 contains 115925 members 
Entering Unmasked Estep 
Score: -29203460.000000 Penalty: 6148.111816
	Iteration 2Q: 3 clusters Score -2.920346e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129830 members 
Mstep: Class 2 contains 111854 members 
Entering Unmasked Estep 
Score: -29206686.000000 Penalty: 6148.111816
	Iteration 3Q: 3 clusters Score -2.920669e+07 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136500 members 
Mstep: Class 2 contains 105184 members 
Entering Unmasked Estep 
Score: -29212232.000000 Penalty: 6148.111816
	Iteration 4Q: 3 clusters Score -2.921223e+07 nChanged 15073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146645 members 
Mstep: Class 2 contains 95039 members 
Entering Unmasked Estep 
Score: -29221790.000000 Penalty: 6148.111816
	Iteration 5F: 3 clusters Score -2.922179e+07 nChanged 18636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160489 members 
Mstep: Class 2 contains 81195 members 
Entering Unmasked Estep 
Score: -29236172.000000 Penalty: 6148.111816
	Iteration 6F: 3 clusters Score -2.923617e+07 nChanged 19441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175470 members 
Mstep: Class 2 contains 66214 members 
Entering Unmasked Estep 
Score: -29252810.000000 Penalty: 6148.111816
	Iteration 7F: 3 clusters Score -2.925281e+07 nChanged 16225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187339 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -29266862.000000 Penalty: 6148.111816
	Iteration 8F: 3 clusters Score -2.926686e+07 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194746 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -29274628.000000 Penalty: 6148.111816
	Iteration 9Q: 3 clusters Score -2.927463e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199524 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -29278174.000000 Penalty: 6148.111816
	Iteration 10Q: 3 clusters Score -2.927817e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203274 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -29280020.000000 Penalty: 6148.111816
	Iteration 11Q: 3 clusters Score -2.928002e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206430 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -29281236.000000 Penalty: 6148.111816
	Iteration 12Q: 3 clusters Score -2.928124e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209112 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -29282148.000000 Penalty: 6148.111816
	Iteration 13Q: 3 clusters Score -2.928215e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211356 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -29282534.000000 Penalty: 6148.111816
	Iteration 14Q: 3 clusters Score -2.928253e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213475 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -29283082.000000 Penalty: 6148.111816
	Iteration 15Q: 3 clusters Score -2.928308e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215353 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -29283312.000000 Penalty: 6148.111816
	Iteration 16Q: 3 clusters Score -2.928331e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216984 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -29283592.000000 Penalty: 6148.111816
	Iteration 17Q: 3 clusters Score -2.928359e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218458 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -29283640.000000 Penalty: 6148.111816
	Iteration 18Q: 3 clusters Score -2.928364e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219854 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -29283744.000000 Penalty: 6148.111816
	Iteration 19Q: 3 clusters Score -2.928374e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221178 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -29283884.000000 Penalty: 6148.111816
	Iteration 20F: 3 clusters Score -2.928388e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222384 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -29284008.000000 Penalty: 6148.111816
	Iteration 21Q: 3 clusters Score -2.928401e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223556 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -29284140.000000 Penalty: 6148.111816
	Iteration 22Q: 3 clusters Score -2.928414e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224590 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -29284166.000000 Penalty: 6148.111816
	Iteration 23Q: 3 clusters Score -2.928417e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225549 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -29284260.000000 Penalty: 6148.111816
	Iteration 24Q: 3 clusters Score -2.928426e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226514 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -29284286.000000 Penalty: 6148.111816
	Iteration 25Q: 3 clusters Score -2.928429e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227418 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -29284420.000000 Penalty: 6148.111816
	Iteration 26Q: 3 clusters Score -2.928442e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228275 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -29284518.000000 Penalty: 6148.111816
	Iteration 27Q: 3 clusters Score -2.928452e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229078 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -29284640.000000 Penalty: 6148.111816
	Iteration 28Q: 3 clusters Score -2.928464e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229763 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -29284744.000000 Penalty: 6148.111816
	Iteration 29Q: 3 clusters Score -2.928474e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230397 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -29284702.000000 Penalty: 6148.111816
	Iteration 30Q: 3 clusters Score -2.92847e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231010 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -29284656.000000 Penalty: 6148.111816
	Iteration 31Q: 3 clusters Score -2.928466e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231577 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -29284706.000000 Penalty: 6148.111816
	Iteration 32Q: 3 clusters Score -2.928471e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232076 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -29284728.000000 Penalty: 6148.111816
	Iteration 33Q: 3 clusters Score -2.928473e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232520 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -29284668.000000 Penalty: 6148.111816
	Iteration 34Q: 3 clusters Score -2.928467e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232955 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -29284634.000000 Penalty: 6148.111816
	Iteration 35Q: 3 clusters Score -2.928463e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233358 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -29284802.000000 Penalty: 6148.111816
	Iteration 36Q: 3 clusters Score -2.92848e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233683 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -29284752.000000 Penalty: 6148.111816
	Iteration 37Q: 3 clusters Score -2.928475e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233962 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -29284812.000000 Penalty: 6148.111816
	Iteration 38Q: 3 clusters Score -2.928481e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234220 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -29284844.000000 Penalty: 6148.111816
	Iteration 39Q: 3 clusters Score -2.928484e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234449 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -29284916.000000 Penalty: 6148.111816
	Iteration 40F: 3 clusters Score -2.928492e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234677 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -29284932.000000 Penalty: 6148.111816
	Iteration 41Q: 3 clusters Score -2.928493e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234910 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -29284936.000000 Penalty: 6148.111816
	Iteration 42Q: 3 clusters Score -2.928494e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235112 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -29284934.000000 Penalty: 6148.111816
	Iteration 43Q: 3 clusters Score -2.928493e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235288 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -29284906.000000 Penalty: 6148.111816
	Iteration 44Q: 3 clusters Score -2.928491e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235430 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -29284942.000000 Penalty: 6148.111816
	Iteration 45Q: 3 clusters Score -2.928494e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235574 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -29284916.000000 Penalty: 6148.111816
	Iteration 46Q: 3 clusters Score -2.928492e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235697 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -29284912.000000 Penalty: 6148.111816
	Iteration 47Q: 3 clusters Score -2.928491e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235792 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -29284918.000000 Penalty: 6148.111816
	Iteration 48Q: 3 clusters Score -2.928492e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235892 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -29284958.000000 Penalty: 6148.111816
	Iteration 49Q: 3 clusters Score -2.928496e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235967 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -29284982.000000 Penalty: 6148.111816
	Iteration 50Q: 3 clusters Score -2.928498e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236024 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -29284954.000000 Penalty: 6148.111816
	Iteration 51Q: 3 clusters Score -2.928495e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236090 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -29284934.000000 Penalty: 6148.111816
	Iteration 52Q: 3 clusters Score -2.928493e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236136 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -29284908.000000 Penalty: 6148.111816
	Iteration 53Q: 3 clusters Score -2.928491e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236184 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -29284894.000000 Penalty: 6148.111816
	Iteration 54Q: 3 clusters Score -2.928489e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236214 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -29284892.000000 Penalty: 6148.111816
	Iteration 55Q: 3 clusters Score -2.928489e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236243 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -29284870.000000 Penalty: 6148.111816
	Iteration 56Q: 3 clusters Score -2.928487e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236266 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -29284840.000000 Penalty: 6148.111816
	Iteration 57Q: 3 clusters Score -2.928484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236286 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -29284878.000000 Penalty: 6148.111816
	Iteration 58Q: 3 clusters Score -2.928488e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236310 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -29284882.000000 Penalty: 6148.111816
	Iteration 59Q: 3 clusters Score -2.928488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236333 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -29284880.000000 Penalty: 6148.111816
	Iteration 60F: 3 clusters Score -2.928488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236352 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -29284884.000000 Penalty: 6148.111816
	Iteration 61Q: 3 clusters Score -2.928488e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236370 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -29284918.000000 Penalty: 6148.111816
	Iteration 62Q: 3 clusters Score -2.928492e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236396 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -29284924.000000 Penalty: 6148.111816
	Iteration 63Q: 3 clusters Score -2.928492e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236419 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -29284912.000000 Penalty: 6148.111816
	Iteration 64Q: 3 clusters Score -2.928491e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236441 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -29284916.000000 Penalty: 6148.111816
	Iteration 65Q: 3 clusters Score -2.928492e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236470 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -29284918.000000 Penalty: 6148.111816
	Iteration 66Q: 3 clusters Score -2.928492e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236494 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -29284912.000000 Penalty: 6148.111816
	Iteration 67Q: 3 clusters Score -2.928491e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236531 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -29284882.000000 Penalty: 6148.111816
	Iteration 68Q: 3 clusters Score -2.928488e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236572 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -29284866.000000 Penalty: 6148.111816
	Iteration 69Q: 3 clusters Score -2.928487e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236603 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -29284868.000000 Penalty: 6148.111816
	Iteration 70Q: 3 clusters Score -2.928487e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236627 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -29284840.000000 Penalty: 6148.111816
	Iteration 71Q: 3 clusters Score -2.928484e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236651 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -29284846.000000 Penalty: 6148.111816
	Iteration 72Q: 3 clusters Score -2.928485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236668 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -29284852.000000 Penalty: 6148.111816
	Iteration 73Q: 3 clusters Score -2.928485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236685 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -29284838.000000 Penalty: 6148.111816
	Iteration 74Q: 3 clusters Score -2.928484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236704 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -29284848.000000 Penalty: 6148.111816
	Iteration 75Q: 3 clusters Score -2.928485e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236715 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -29284838.000000 Penalty: 6148.111816
	Iteration 76Q: 3 clusters Score -2.928484e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236730 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -29284822.000000 Penalty: 6148.111816
	Iteration 77Q: 3 clusters Score -2.928482e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236748 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -29284800.000000 Penalty: 6148.111816
	Iteration 78Q: 3 clusters Score -2.92848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236765 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -29284788.000000 Penalty: 6148.111816
	Iteration 79Q: 3 clusters Score -2.928479e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236784 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -29284800.000000 Penalty: 6148.111816
	Iteration 80F: 3 clusters Score -2.92848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236794 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -29284804.000000 Penalty: 6148.111816
	Iteration 81Q: 3 clusters Score -2.92848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236806 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -29284788.000000 Penalty: 6148.111816
	Iteration 82Q: 3 clusters Score -2.928479e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236828 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -29284790.000000 Penalty: 6148.111816
	Iteration 83Q: 3 clusters Score -2.928479e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236848 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -29284794.000000 Penalty: 6148.111816
	Iteration 84Q: 3 clusters Score -2.928479e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236872 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -29284822.000000 Penalty: 6148.111816
	Iteration 85Q: 3 clusters Score -2.928482e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236895 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -29284810.000000 Penalty: 6148.111816
	Iteration 86Q: 3 clusters Score -2.928481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236915 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -29284806.000000 Penalty: 6148.111816
	Iteration 87Q: 3 clusters Score -2.928481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236931 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -29284798.000000 Penalty: 6148.111816
	Iteration 88Q: 3 clusters Score -2.92848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236940 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -29284794.000000 Penalty: 6148.111816
	Iteration 89Q: 3 clusters Score -2.928479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236944 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -29284802.000000 Penalty: 6148.111816
	Iteration 90Q: 3 clusters Score -2.92848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236952 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -29284794.000000 Penalty: 6148.111816
	Iteration 91Q: 3 clusters Score -2.928479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236959 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -29284778.000000 Penalty: 6148.111816
	Iteration 92Q: 3 clusters Score -2.928478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236963 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -29284776.000000 Penalty: 6148.111816
	Iteration 93Q: 3 clusters Score -2.928478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236969 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -29284772.000000 Penalty: 6148.111816
	Iteration 94Q: 3 clusters Score -2.928477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236973 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -29284768.000000 Penalty: 6148.111816
	Iteration 95Q: 3 clusters Score -2.928477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236981 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -29284774.000000 Penalty: 6148.111816
	Iteration 96Q: 3 clusters Score -2.928477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236990 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -29284772.000000 Penalty: 6148.111816
	Iteration 97Q: 3 clusters Score -2.928477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236999 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -29284792.000000 Penalty: 6148.111816
	Iteration 98Q: 3 clusters Score -2.928479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237010 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -29284766.000000 Penalty: 6148.111816
	Iteration 99Q: 3 clusters Score -2.928477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237019 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -29284762.000000 Penalty: 6148.111816
	Iteration 100F: 3 clusters Score -2.928476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237033 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -29284762.000000 Penalty: 6148.111816
	Iteration 101Q: 3 clusters Score -2.928476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237052 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -29284762.000000 Penalty: 6148.111816
	Iteration 102Q: 3 clusters Score -2.928476e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237073 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -29284772.000000 Penalty: 6148.111816
	Iteration 103Q: 3 clusters Score -2.928477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237091 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -29284762.000000 Penalty: 6148.111816
	Iteration 104Q: 3 clusters Score -2.928476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237109 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -29284766.000000 Penalty: 6148.111816
	Iteration 105Q: 3 clusters Score -2.928477e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237128 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -29284790.000000 Penalty: 6148.111816
	Iteration 106Q: 3 clusters Score -2.928479e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237147 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -29284794.000000 Penalty: 6148.111816
	Iteration 107Q: 3 clusters Score -2.928479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237161 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -29284790.000000 Penalty: 6148.111816
	Iteration 108Q: 3 clusters Score -2.928479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237172 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -29284786.000000 Penalty: 6148.111816
	Iteration 109Q: 3 clusters Score -2.928479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237178 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -29284796.000000 Penalty: 6148.111816
	Iteration 110Q: 3 clusters Score -2.92848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237191 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -29284788.000000 Penalty: 6148.111816
	Iteration 111Q: 3 clusters Score -2.928479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237200 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -29284794.000000 Penalty: 6148.111816
	Iteration 112Q: 3 clusters Score -2.928479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237208 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -29284800.000000 Penalty: 6148.111816
	Iteration 113Q: 3 clusters Score -2.92848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237212 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -29284790.000000 Penalty: 6148.111816
	Iteration 114Q: 3 clusters Score -2.928479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237218 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -29284796.000000 Penalty: 6148.111816
	Iteration 115Q: 3 clusters Score -2.92848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237226 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -29284796.000000 Penalty: 6148.111816
	Iteration 116Q: 3 clusters Score -2.92848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237231 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -29284802.000000 Penalty: 6148.111816
	Iteration 117Q: 3 clusters Score -2.92848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237240 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -29284784.000000 Penalty: 6148.111816
	Iteration 118Q: 3 clusters Score -2.928478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237250 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -29284786.000000 Penalty: 6148.111816
	Iteration 119Q: 3 clusters Score -2.928479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237261 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -29284796.000000 Penalty: 6148.111816
	Iteration 120F: 3 clusters Score -2.92848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237274 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -29284790.000000 Penalty: 6148.111816
	Iteration 121Q: 3 clusters Score -2.928479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237288 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -29284794.000000 Penalty: 6148.111816
	Iteration 122Q: 3 clusters Score -2.928479e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237302 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -29284786.000000 Penalty: 6148.111816
	Iteration 123Q: 3 clusters Score -2.928479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237313 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -29284812.000000 Penalty: 6148.111816
	Iteration 124Q: 3 clusters Score -2.928481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237324 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -29284824.000000 Penalty: 6148.111816
	Iteration 125Q: 3 clusters Score -2.928482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237330 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -29284804.000000 Penalty: 6148.111816
	Iteration 126Q: 3 clusters Score -2.92848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237332 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -29284804.000000 Penalty: 6148.111816
	Iteration 127Q: 3 clusters Score -2.92848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237336 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -29284826.000000 Penalty: 6148.111816
	Iteration 128Q: 3 clusters Score -2.928483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237341 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -29284820.000000 Penalty: 6148.111816
	Iteration 129Q: 3 clusters Score -2.928482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237347 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -29284814.000000 Penalty: 6148.111816
	Iteration 130Q: 3 clusters Score -2.928481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237351 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -29284836.000000 Penalty: 6148.111816
	Iteration 131Q: 3 clusters Score -2.928484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237354 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -29284838.000000 Penalty: 6148.111816
	Iteration 132Q: 3 clusters Score -2.928484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237355 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -29284834.000000 Penalty: 6148.111816
	Iteration 133Q: 3 clusters Score -2.928483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237357 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -29284834.000000 Penalty: 6148.111816
	Iteration 134Q: 3 clusters Score -2.928483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237358 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -29284830.000000 Penalty: 6148.111816
	Iteration 135Q: 3 clusters Score -2.928483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237359 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -29284828.000000 Penalty: 6148.111816
	Iteration 136Q: 3 clusters Score -2.928483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237362 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -29284802.000000 Penalty: 6148.111816
	Iteration 137Q: 3 clusters Score -2.92848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237370 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -29284812.000000 Penalty: 6148.111816
	Iteration 138Q: 3 clusters Score -2.928481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237375 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -29284814.000000 Penalty: 6148.111816
	Iteration 139Q: 3 clusters Score -2.928481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237378 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -29284836.000000 Penalty: 6148.111816
	Iteration 140F: 3 clusters Score -2.928484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237387 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -29284822.000000 Penalty: 6148.111816
	Iteration 141Q: 3 clusters Score -2.928482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237393 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -29284814.000000 Penalty: 6148.111816
	Iteration 142Q: 3 clusters Score -2.928481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237400 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -29284822.000000 Penalty: 6148.111816
	Iteration 143Q: 3 clusters Score -2.928482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237407 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -29284822.000000 Penalty: 6148.111816
	Iteration 144Q: 3 clusters Score -2.928482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237412 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -29284836.000000 Penalty: 6148.111816
	Iteration 145Q: 3 clusters Score -2.928484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237415 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -29284826.000000 Penalty: 6148.111816
	Iteration 146Q: 3 clusters Score -2.928483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237418 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -29284818.000000 Penalty: 6148.111816
	Iteration 147Q: 3 clusters Score -2.928482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237423 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -29284834.000000 Penalty: 6148.111816
	Iteration 148Q: 3 clusters Score -2.928483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237427 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -29284828.000000 Penalty: 6148.111816
	Iteration 149Q: 3 clusters Score -2.928483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237430 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -29284824.000000 Penalty: 6148.111816
	Iteration 150Q: 3 clusters Score -2.928482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237430 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -29284824.000000 Penalty: 6148.111816
	Iteration 151F: 3 clusters Score -2.928482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Entering Unmasked Estep 
Score: -159929.890625 Penalty: 1849.630127
	Iteration 0F: 2 clusters Score -159929.9 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 879 members 
Entering Unmasked Estep 
Score: -157805.953125 Penalty: 3699.260254
	Iteration 0F: 3 clusters Score -157806 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -159204.500000 Penalty: 3699.260254
	Iteration 1F: 3 clusters Score -159204.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -161554.484375 Penalty: 3699.260254
	Iteration 2F: 3 clusters Score -161554.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -163109.656250 Penalty: 3699.260254
	Iteration 3F: 3 clusters Score -163109.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -163413.265625 Penalty: 3699.260254
	Iteration 4Q: 3 clusters Score -163413.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -163519.593750 Penalty: 3699.260254
	Iteration 5Q: 3 clusters Score -163519.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -163566.921875 Penalty: 3699.260254
	Iteration 6Q: 3 clusters Score -163566.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -163587.343750 Penalty: 3699.260254
	Iteration 7Q: 3 clusters Score -163587.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -163607.812500 Penalty: 3699.260254
	Iteration 8Q: 3 clusters Score -163607.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -163617.500000 Penalty: 3699.260254
	Iteration 9Q: 3 clusters Score -163617.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -163620.890625 Penalty: 3699.260254
	Iteration 10Q: 3 clusters Score -163620.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -163624.593750 Penalty: 3699.260254
	Iteration 11Q: 3 clusters Score -163624.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -163627.296875 Penalty: 3699.260254
	Iteration 12Q: 3 clusters Score -163627.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -163629.750000 Penalty: 3699.260254
	Iteration 13Q: 3 clusters Score -163629.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -163629.750000 Penalty: 3699.260254
	Iteration 14F: 3 clusters Score -163629.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1770 members 
Mstep: Class 3 contains 16914 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 51357 members 
Mstep: Class 10 contains 29877 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 641 members 
Mstep: Class 13 contains 241684 members 
Mstep: Class 14 contains 581 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 18 contains 28905 members 
Mstep: Class 19 contains 22738 members 
Mstep: Class 21 contains 245440 members 
Mstep: Class 22 contains 4453 members 
Mstep: Class 23 contains 210279 members 
Entering Unmasked Estep 
Score: -104252912.000000 Penalty: 57676.941406
Splitting cluster 14 changes total score from -104248784.000000 to -104252912.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 17 (4408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Entering Unmasked Estep 
Score: -493552.500000 Penalty: 2081.011719
	Iteration 0F: 2 clusters Score -493552.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -489393.812500 Penalty: 4162.023438
	Iteration 0F: 3 clusters Score -489393.8 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -490370.593750 Penalty: 4162.023438
	Iteration 1F: 3 clusters Score -490370.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -490624.812500 Penalty: 4162.023438
	Iteration 2F: 3 clusters Score -490624.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -490869.437500 Penalty: 4162.023438
	Iteration 3F: 3 clusters Score -490869.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -491155.062500 Penalty: 4162.023438
	Iteration 4F: 3 clusters Score -491155.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -491636.656250 Penalty: 4162.023438
	Iteration 5F: 3 clusters Score -491636.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -492305.750000 Penalty: 4162.023438
	Iteration 6F: 3 clusters Score -492305.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -492922.375000 Penalty: 4162.023438
	Iteration 7F: 3 clusters Score -492922.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -493201.843750 Penalty: 4162.023438
	Iteration 8F: 3 clusters Score -493201.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -493325.187500 Penalty: 4162.023438
	Iteration 9Q: 3 clusters Score -493325.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -493382.312500 Penalty: 4162.023438
	Iteration 10Q: 3 clusters Score -493382.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -493407.156250 Penalty: 4162.023438
	Iteration 11Q: 3 clusters Score -493407.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -493431.281250 Penalty: 4162.023438
	Iteration 12Q: 3 clusters Score -493431.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -493445.562500 Penalty: 4162.023438
	Iteration 13Q: 3 clusters Score -493445.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -493452.375000 Penalty: 4162.023438
	Iteration 14Q: 3 clusters Score -493452.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -493455.875000 Penalty: 4162.023438
	Iteration 15Q: 3 clusters Score -493455.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -493458.062500 Penalty: 4162.023438
	Iteration 16Q: 3 clusters Score -493458.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -493460.000000 Penalty: 4162.023438
	Iteration 17Q: 3 clusters Score -493460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -493461.593750 Penalty: 4162.023438
	Iteration 18Q: 3 clusters Score -493461.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -493462.875000 Penalty: 4162.023438
	Iteration 19Q: 3 clusters Score -493462.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -493463.187500 Penalty: 4162.023438
	Iteration 20F: 3 clusters Score -493463.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -493462.875000 Penalty: 4162.023438
	Iteration 21Q: 3 clusters Score -493462.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -493462.875000 Penalty: 4162.023438
	Iteration 22F: 3 clusters Score -493462.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Entering Unmasked Estep 
Score: -3570274.250000 Penalty: 2547.398926
	Iteration 0F: 2 clusters Score -3570274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3550444.000000 Penalty: 5094.797852
	Iteration 0F: 3 clusters Score -3550444 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3557525.750000 Penalty: 5094.797852
	Iteration 1F: 3 clusters Score -3557526 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3557974.750000 Penalty: 5094.797852
	Iteration 2Q: 3 clusters Score -3557975 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -3558414.750000 Penalty: 5094.797852
	Iteration 3Q: 3 clusters Score -3558415 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3558895.500000 Penalty: 5094.797852
	Iteration 4Q: 3 clusters Score -3558896 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3559471.250000 Penalty: 5094.797852
	Iteration 5Q: 3 clusters Score -3559471 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -3560178.250000 Penalty: 5094.797852
	Iteration 6Q: 3 clusters Score -3560178 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3561114.500000 Penalty: 5094.797852
	Iteration 7Q: 3 clusters Score -3561114 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3562290.000000 Penalty: 5094.797852
	Iteration 8Q: 3 clusters Score -3562290 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3563569.750000 Penalty: 5094.797852
	Iteration 9F: 3 clusters Score -3563570 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3564839.750000 Penalty: 5094.797852
	Iteration 10F: 3 clusters Score -3564840 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -3565818.500000 Penalty: 5094.797852
	Iteration 11Q: 3 clusters Score -3565818 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -3566430.750000 Penalty: 5094.797852
	Iteration 12Q: 3 clusters Score -3566431 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3566820.000000 Penalty: 5094.797852
	Iteration 13Q: 3 clusters Score -3566820 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3567086.000000 Penalty: 5094.797852
	Iteration 14Q: 3 clusters Score -3567086 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3567275.500000 Penalty: 5094.797852
	Iteration 15Q: 3 clusters Score -3567276 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3567409.000000 Penalty: 5094.797852
	Iteration 16Q: 3 clusters Score -3567409 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3567487.500000 Penalty: 5094.797852
	Iteration 17Q: 3 clusters Score -3567488 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3567535.250000 Penalty: 5094.797852
	Iteration 18Q: 3 clusters Score -3567535 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3567573.750000 Penalty: 5094.797852
	Iteration 19Q: 3 clusters Score -3567574 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3567611.250000 Penalty: 5094.797852
	Iteration 20F: 3 clusters Score -3567611 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3567666.000000 Penalty: 5094.797852
	Iteration 21Q: 3 clusters Score -3567666 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3567681.750000 Penalty: 5094.797852
	Iteration 22Q: 3 clusters Score -3567682 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3567711.750000 Penalty: 5094.797852
	Iteration 23Q: 3 clusters Score -3567712 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3567729.250000 Penalty: 5094.797852
	Iteration 24Q: 3 clusters Score -3567729 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3567753.250000 Penalty: 5094.797852
	Iteration 25Q: 3 clusters Score -3567753 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3567769.500000 Penalty: 5094.797852
	Iteration 26Q: 3 clusters Score -3567770 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3567787.750000 Penalty: 5094.797852
	Iteration 27Q: 3 clusters Score -3567788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3567802.750000 Penalty: 5094.797852
	Iteration 28Q: 3 clusters Score -3567803 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3567829.000000 Penalty: 5094.797852
	Iteration 29Q: 3 clusters Score -3567829 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3567839.500000 Penalty: 5094.797852
	Iteration 30Q: 3 clusters Score -3567840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3567864.500000 Penalty: 5094.797852
	Iteration 31Q: 3 clusters Score -3567864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3567881.750000 Penalty: 5094.797852
	Iteration 32Q: 3 clusters Score -3567882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3567890.250000 Penalty: 5094.797852
	Iteration 33Q: 3 clusters Score -3567890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3567906.500000 Penalty: 5094.797852
	Iteration 34Q: 3 clusters Score -3567906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3567915.500000 Penalty: 5094.797852
	Iteration 35Q: 3 clusters Score -3567916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3567917.750000 Penalty: 5094.797852
	Iteration 36Q: 3 clusters Score -3567918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3567932.250000 Penalty: 5094.797852
	Iteration 37Q: 3 clusters Score -3567932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3567934.750000 Penalty: 5094.797852
	Iteration 38Q: 3 clusters Score -3567935 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3567944.000000 Penalty: 5094.797852
	Iteration 39Q: 3 clusters Score -3567944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3567956.500000 Penalty: 5094.797852
	Iteration 40F: 3 clusters Score -3567956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3567963.750000 Penalty: 5094.797852
	Iteration 41Q: 3 clusters Score -3567964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3567961.000000 Penalty: 5094.797852
	Iteration 42Q: 3 clusters Score -3567961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3567976.000000 Penalty: 5094.797852
	Iteration 43Q: 3 clusters Score -3567976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3567982.500000 Penalty: 5094.797852
	Iteration 44Q: 3 clusters Score -3567982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3567993.750000 Penalty: 5094.797852
	Iteration 45Q: 3 clusters Score -3567994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3567997.250000 Penalty: 5094.797852
	Iteration 46Q: 3 clusters Score -3567997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3567995.000000 Penalty: 5094.797852
	Iteration 47Q: 3 clusters Score -3567995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3567997.500000 Penalty: 5094.797852
	Iteration 48Q: 3 clusters Score -3567998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3568004.000000 Penalty: 5094.797852
	Iteration 49Q: 3 clusters Score -3568004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3568011.000000 Penalty: 5094.797852
	Iteration 50Q: 3 clusters Score -3568011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3568015.000000 Penalty: 5094.797852
	Iteration 51Q: 3 clusters Score -3568015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3568019.750000 Penalty: 5094.797852
	Iteration 52Q: 3 clusters Score -3568020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3568024.500000 Penalty: 5094.797852
	Iteration 53Q: 3 clusters Score -3568024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3568028.500000 Penalty: 5094.797852
	Iteration 54Q: 3 clusters Score -3568028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3568032.500000 Penalty: 5094.797852
	Iteration 55Q: 3 clusters Score -3568032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3568035.000000 Penalty: 5094.797852
	Iteration 56Q: 3 clusters Score -3568035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3568040.750000 Penalty: 5094.797852
	Iteration 57Q: 3 clusters Score -3568041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3568036.250000 Penalty: 5094.797852
	Iteration 58Q: 3 clusters Score -3568036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3568044.000000 Penalty: 5094.797852
	Iteration 59Q: 3 clusters Score -3568044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3568045.250000 Penalty: 5094.797852
	Iteration 60F: 3 clusters Score -3568045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3568047.000000 Penalty: 5094.797852
	Iteration 61Q: 3 clusters Score -3568047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3568046.000000 Penalty: 5094.797852
	Iteration 62Q: 3 clusters Score -3568046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3568050.000000 Penalty: 5094.797852
	Iteration 63Q: 3 clusters Score -3568050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3568054.000000 Penalty: 5094.797852
	Iteration 64Q: 3 clusters Score -3568054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3568051.250000 Penalty: 5094.797852
	Iteration 65Q: 3 clusters Score -3568051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3568055.750000 Penalty: 5094.797852
	Iteration 66Q: 3 clusters Score -3568056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3568056.750000 Penalty: 5094.797852
	Iteration 67Q: 3 clusters Score -3568057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3568061.250000 Penalty: 5094.797852
	Iteration 68Q: 3 clusters Score -3568061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3568058.750000 Penalty: 5094.797852
	Iteration 69Q: 3 clusters Score -3568059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3568062.750000 Penalty: 5094.797852
	Iteration 70Q: 3 clusters Score -3568063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3568062.500000 Penalty: 5094.797852
	Iteration 71Q: 3 clusters Score -3568062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3568062.500000 Penalty: 5094.797852
	Iteration 72Q: 3 clusters Score -3568062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3568062.500000 Penalty: 5094.797852
	Iteration 73Q: 3 clusters Score -3568062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3568065.250000 Penalty: 5094.797852
	Iteration 74Q: 3 clusters Score -3568065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3568069.000000 Penalty: 5094.797852
	Iteration 75Q: 3 clusters Score -3568069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3568071.250000 Penalty: 5094.797852
	Iteration 76Q: 3 clusters Score -3568071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3568072.000000 Penalty: 5094.797852
	Iteration 77Q: 3 clusters Score -3568072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3568080.750000 Penalty: 5094.797852
	Iteration 78Q: 3 clusters Score -3568081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3568084.000000 Penalty: 5094.797852
	Iteration 79Q: 3 clusters Score -3568084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3568090.250000 Penalty: 5094.797852
	Iteration 80F: 3 clusters Score -3568090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3568084.500000 Penalty: 5094.797852
	Iteration 81Q: 3 clusters Score -3568084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3568088.250000 Penalty: 5094.797852
	Iteration 82Q: 3 clusters Score -3568088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3568090.000000 Penalty: 5094.797852
	Iteration 83Q: 3 clusters Score -3568090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3568092.750000 Penalty: 5094.797852
	Iteration 84Q: 3 clusters Score -3568093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3568094.000000 Penalty: 5094.797852
	Iteration 85Q: 3 clusters Score -3568094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3568093.500000 Penalty: 5094.797852
	Iteration 86Q: 3 clusters Score -3568094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3568102.750000 Penalty: 5094.797852
	Iteration 87Q: 3 clusters Score -3568103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3568101.250000 Penalty: 5094.797852
	Iteration 88Q: 3 clusters Score -3568101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3568103.500000 Penalty: 5094.797852
	Iteration 89Q: 3 clusters Score -3568104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3568103.750000 Penalty: 5094.797852
	Iteration 90Q: 3 clusters Score -3568104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3568109.750000 Penalty: 5094.797852
	Iteration 91Q: 3 clusters Score -3568110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3568111.000000 Penalty: 5094.797852
	Iteration 92Q: 3 clusters Score -3568111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3568106.500000 Penalty: 5094.797852
	Iteration 93Q: 3 clusters Score -3568106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3568109.500000 Penalty: 5094.797852
	Iteration 94Q: 3 clusters Score -3568110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3568112.250000 Penalty: 5094.797852
	Iteration 95Q: 3 clusters Score -3568112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3568112.250000 Penalty: 5094.797852
	Iteration 96F: 3 clusters Score -3568112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Entering Unmasked Estep 
Score: -2710133.000000 Penalty: 2487.884521
	Iteration 0F: 2 clusters Score -2710133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2694231.250000 Penalty: 4975.769043
	Iteration 0F: 3 clusters Score -2694231 nChanged 10184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2699579.500000 Penalty: 4975.769043
	Iteration 1F: 3 clusters Score -2699580 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2699890.250000 Penalty: 4975.769043
	Iteration 2Q: 3 clusters Score -2699890 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2700152.500000 Penalty: 4975.769043
	Iteration 3Q: 3 clusters Score -2700152 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2700366.750000 Penalty: 4975.769043
	Iteration 4Q: 3 clusters Score -2700367 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2700584.500000 Penalty: 4975.769043
	Iteration 5Q: 3 clusters Score -2700584 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2700774.000000 Penalty: 4975.769043
	Iteration 6Q: 3 clusters Score -2700774 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2700982.500000 Penalty: 4975.769043
	Iteration 7Q: 3 clusters Score -2700982 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2701220.750000 Penalty: 4975.769043
	Iteration 8Q: 3 clusters Score -2701221 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2701524.750000 Penalty: 4975.769043
	Iteration 9Q: 3 clusters Score -2701525 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2701878.750000 Penalty: 4975.769043
	Iteration 10Q: 3 clusters Score -2701879 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2702243.250000 Penalty: 4975.769043
	Iteration 11Q: 3 clusters Score -2702243 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2702723.750000 Penalty: 4975.769043
	Iteration 12Q: 3 clusters Score -2702724 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2703256.250000 Penalty: 4975.769043
	Iteration 13Q: 3 clusters Score -2703256 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2703872.000000 Penalty: 4975.769043
	Iteration 14Q: 3 clusters Score -2703872 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2704478.000000 Penalty: 4975.769043
	Iteration 15Q: 3 clusters Score -2704478 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2705013.250000 Penalty: 4975.769043
	Iteration 16Q: 3 clusters Score -2705013 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2705496.250000 Penalty: 4975.769043
	Iteration 17Q: 3 clusters Score -2705496 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2705956.750000 Penalty: 4975.769043
	Iteration 18Q: 3 clusters Score -2705957 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2706383.000000 Penalty: 4975.769043
	Iteration 19Q: 3 clusters Score -2706383 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2706714.000000 Penalty: 4975.769043
	Iteration 20F: 3 clusters Score -2706714 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2706948.500000 Penalty: 4975.769043
	Iteration 21Q: 3 clusters Score -2706948 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2707128.750000 Penalty: 4975.769043
	Iteration 22Q: 3 clusters Score -2707129 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2707279.000000 Penalty: 4975.769043
	Iteration 23Q: 3 clusters Score -2707279 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2707401.000000 Penalty: 4975.769043
	Iteration 24Q: 3 clusters Score -2707401 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2707519.750000 Penalty: 4975.769043
	Iteration 25Q: 3 clusters Score -2707520 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2707613.250000 Penalty: 4975.769043
	Iteration 26Q: 3 clusters Score -2707613 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2707694.750000 Penalty: 4975.769043
	Iteration 27Q: 3 clusters Score -2707695 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2707774.250000 Penalty: 4975.769043
	Iteration 28Q: 3 clusters Score -2707774 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2707835.000000 Penalty: 4975.769043
	Iteration 29Q: 3 clusters Score -2707835 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2707885.750000 Penalty: 4975.769043
	Iteration 30Q: 3 clusters Score -2707886 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2707916.000000 Penalty: 4975.769043
	Iteration 31Q: 3 clusters Score -2707916 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2707956.750000 Penalty: 4975.769043
	Iteration 32Q: 3 clusters Score -2707957 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2707989.250000 Penalty: 4975.769043
	Iteration 33Q: 3 clusters Score -2707989 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2708010.500000 Penalty: 4975.769043
	Iteration 34Q: 3 clusters Score -2708010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2708030.000000 Penalty: 4975.769043
	Iteration 35Q: 3 clusters Score -2708030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2708032.250000 Penalty: 4975.769043
	Iteration 36Q: 3 clusters Score -2708032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2708054.500000 Penalty: 4975.769043
	Iteration 37Q: 3 clusters Score -2708054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2708075.500000 Penalty: 4975.769043
	Iteration 38Q: 3 clusters Score -2708076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2708085.500000 Penalty: 4975.769043
	Iteration 39Q: 3 clusters Score -2708086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2708095.500000 Penalty: 4975.769043
	Iteration 40F: 3 clusters Score -2708096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2708099.500000 Penalty: 4975.769043
	Iteration 41Q: 3 clusters Score -2708100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2708103.750000 Penalty: 4975.769043
	Iteration 42Q: 3 clusters Score -2708104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2708112.250000 Penalty: 4975.769043
	Iteration 43Q: 3 clusters Score -2708112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2708121.750000 Penalty: 4975.769043
	Iteration 44Q: 3 clusters Score -2708122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2708125.250000 Penalty: 4975.769043
	Iteration 45Q: 3 clusters Score -2708125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2708126.500000 Penalty: 4975.769043
	Iteration 46Q: 3 clusters Score -2708126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2708128.750000 Penalty: 4975.769043
	Iteration 47Q: 3 clusters Score -2708129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2708132.250000 Penalty: 4975.769043
	Iteration 48Q: 3 clusters Score -2708132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2708133.750000 Penalty: 4975.769043
	Iteration 49Q: 3 clusters Score -2708134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2708131.500000 Penalty: 4975.769043
	Iteration 50Q: 3 clusters Score -2708132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2708134.000000 Penalty: 4975.769043
	Iteration 51Q: 3 clusters Score -2708134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2708136.500000 Penalty: 4975.769043
	Iteration 52Q: 3 clusters Score -2708136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2708139.750000 Penalty: 4975.769043
	Iteration 53Q: 3 clusters Score -2708140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2708137.750000 Penalty: 4975.769043
	Iteration 54Q: 3 clusters Score -2708138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2708137.750000 Penalty: 4975.769043
	Iteration 55F: 3 clusters Score -2708138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (245440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245440 members 
Entering Unmasked Estep 
Score: -29805518.000000 Penalty: 3077.880371
	Iteration 0F: 2 clusters Score -2.980552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123034 members 
Mstep: Class 2 contains 122406 members 
Entering Unmasked Estep 
Score: -29651816.000000 Penalty: 6155.760742
	Iteration 0F: 3 clusters Score -2.965182e+07 nChanged 118675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127893 members 
Mstep: Class 2 contains 117547 members 
Entering Unmasked Estep 
Score: -29721774.000000 Penalty: 6155.760742
	Iteration 1F: 3 clusters Score -2.972177e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131288 members 
Mstep: Class 2 contains 114152 members 
Entering Unmasked Estep 
Score: -29723340.000000 Penalty: 6155.760742
	Iteration 2Q: 3 clusters Score -2.972334e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136570 members 
Mstep: Class 2 contains 108870 members 
Entering Unmasked Estep 
Score: -29725854.000000 Penalty: 6155.760742
	Iteration 3Q: 3 clusters Score -2.972585e+07 nChanged 10937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144885 members 
Mstep: Class 2 contains 100555 members 
Entering Unmasked Estep 
Score: -29730400.000000 Penalty: 6155.760742
	Iteration 4Q: 3 clusters Score -2.97304e+07 nChanged 15171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157358 members 
Mstep: Class 2 contains 88082 members 
Entering Unmasked Estep 
Score: -29739082.000000 Penalty: 6155.760742
	Iteration 5F: 3 clusters Score -2.973908e+07 nChanged 19223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173965 members 
Mstep: Class 2 contains 71475 members 
Entering Unmasked Estep 
Score: -29753096.000000 Penalty: 6155.760742
	Iteration 6F: 3 clusters Score -2.97531e+07 nChanged 20861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192436 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -29771286.000000 Penalty: 6155.760742
	Iteration 7F: 3 clusters Score -2.977129e+07 nChanged 17454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207996 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -29787478.000000 Penalty: 6155.760742
	Iteration 8F: 3 clusters Score -2.978748e+07 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217463 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -29797508.000000 Penalty: 6155.760742
	Iteration 9Q: 3 clusters Score -2.979751e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222013 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -29801510.000000 Penalty: 6155.760742
	Iteration 10Q: 3 clusters Score -2.980151e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224897 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -29802732.000000 Penalty: 6155.760742
	Iteration 11Q: 3 clusters Score -2.980273e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227167 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -29803246.000000 Penalty: 6155.760742
	Iteration 12Q: 3 clusters Score -2.980325e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229115 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -29803698.000000 Penalty: 6155.760742
	Iteration 13Q: 3 clusters Score -2.98037e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230751 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -29803884.000000 Penalty: 6155.760742
	Iteration 14Q: 3 clusters Score -2.980388e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232163 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -29804084.000000 Penalty: 6155.760742
	Iteration 15Q: 3 clusters Score -2.980408e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233434 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -29804170.000000 Penalty: 6155.760742
	Iteration 16Q: 3 clusters Score -2.980417e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234567 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -29804304.000000 Penalty: 6155.760742
	Iteration 17Q: 3 clusters Score -2.98043e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235577 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -29804346.000000 Penalty: 6155.760742
	Iteration 18Q: 3 clusters Score -2.980435e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236480 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -29804374.000000 Penalty: 6155.760742
	Iteration 19Q: 3 clusters Score -2.980437e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237244 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -29804396.000000 Penalty: 6155.760742
	Iteration 20F: 3 clusters Score -2.98044e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237914 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -29804454.000000 Penalty: 6155.760742
	Iteration 21Q: 3 clusters Score -2.980445e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238497 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -29804316.000000 Penalty: 6155.760742
	Iteration 22Q: 3 clusters Score -2.980432e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239030 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -29804308.000000 Penalty: 6155.760742
	Iteration 23Q: 3 clusters Score -2.980431e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239499 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -29804294.000000 Penalty: 6155.760742
	Iteration 24Q: 3 clusters Score -2.980429e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239897 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -29804330.000000 Penalty: 6155.760742
	Iteration 25Q: 3 clusters Score -2.980433e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240253 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -29804438.000000 Penalty: 6155.760742
	Iteration 26Q: 3 clusters Score -2.980444e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240560 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -29804428.000000 Penalty: 6155.760742
	Iteration 27Q: 3 clusters Score -2.980443e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240834 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -29804386.000000 Penalty: 6155.760742
	Iteration 28Q: 3 clusters Score -2.980439e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241062 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -29804334.000000 Penalty: 6155.760742
	Iteration 29Q: 3 clusters Score -2.980433e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241273 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -29804340.000000 Penalty: 6155.760742
	Iteration 30Q: 3 clusters Score -2.980434e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241464 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -29804268.000000 Penalty: 6155.760742
	Iteration 31Q: 3 clusters Score -2.980427e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241637 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -29804242.000000 Penalty: 6155.760742
	Iteration 32Q: 3 clusters Score -2.980424e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241788 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -29804244.000000 Penalty: 6155.760742
	Iteration 33Q: 3 clusters Score -2.980424e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241913 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -29804238.000000 Penalty: 6155.760742
	Iteration 34Q: 3 clusters Score -2.980424e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242010 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -29804210.000000 Penalty: 6155.760742
	Iteration 35Q: 3 clusters Score -2.980421e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242093 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -29804182.000000 Penalty: 6155.760742
	Iteration 36Q: 3 clusters Score -2.980418e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242169 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -29804144.000000 Penalty: 6155.760742
	Iteration 37Q: 3 clusters Score -2.980414e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242239 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -29804086.000000 Penalty: 6155.760742
	Iteration 38Q: 3 clusters Score -2.980409e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242294 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -29804092.000000 Penalty: 6155.760742
	Iteration 39Q: 3 clusters Score -2.980409e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242335 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -29804104.000000 Penalty: 6155.760742
	Iteration 40F: 3 clusters Score -2.98041e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242361 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -29804086.000000 Penalty: 6155.760742
	Iteration 41Q: 3 clusters Score -2.980409e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242376 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -29804042.000000 Penalty: 6155.760742
	Iteration 42Q: 3 clusters Score -2.980404e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242390 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -29804036.000000 Penalty: 6155.760742
	Iteration 43Q: 3 clusters Score -2.980404e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242408 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -29804054.000000 Penalty: 6155.760742
	Iteration 44Q: 3 clusters Score -2.980405e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242424 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -29804046.000000 Penalty: 6155.760742
	Iteration 45Q: 3 clusters Score -2.980405e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242442 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -29804032.000000 Penalty: 6155.760742
	Iteration 46Q: 3 clusters Score -2.980403e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242461 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -29804036.000000 Penalty: 6155.760742
	Iteration 47Q: 3 clusters Score -2.980404e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242480 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -29804038.000000 Penalty: 6155.760742
	Iteration 48Q: 3 clusters Score -2.980404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242497 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -29804034.000000 Penalty: 6155.760742
	Iteration 49Q: 3 clusters Score -2.980403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242512 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -29804044.000000 Penalty: 6155.760742
	Iteration 50Q: 3 clusters Score -2.980404e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242526 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -29804044.000000 Penalty: 6155.760742
	Iteration 51Q: 3 clusters Score -2.980404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242535 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -29804052.000000 Penalty: 6155.760742
	Iteration 52Q: 3 clusters Score -2.980405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242541 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -29804044.000000 Penalty: 6155.760742
	Iteration 53Q: 3 clusters Score -2.980404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242551 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -29804056.000000 Penalty: 6155.760742
	Iteration 54Q: 3 clusters Score -2.980406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242558 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -29804066.000000 Penalty: 6155.760742
	Iteration 55Q: 3 clusters Score -2.980407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242569 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -29804080.000000 Penalty: 6155.760742
	Iteration 56Q: 3 clusters Score -2.980408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242578 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -29804064.000000 Penalty: 6155.760742
	Iteration 57Q: 3 clusters Score -2.980406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242585 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -29804098.000000 Penalty: 6155.760742
	Iteration 58Q: 3 clusters Score -2.98041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242588 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -29804082.000000 Penalty: 6155.760742
	Iteration 59Q: 3 clusters Score -2.980408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242595 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -29804066.000000 Penalty: 6155.760742
	Iteration 60F: 3 clusters Score -2.980407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242601 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -29804052.000000 Penalty: 6155.760742
	Iteration 61Q: 3 clusters Score -2.980405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242607 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -29804048.000000 Penalty: 6155.760742
	Iteration 62Q: 3 clusters Score -2.980405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242614 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -29804060.000000 Penalty: 6155.760742
	Iteration 63Q: 3 clusters Score -2.980406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242618 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -29804062.000000 Penalty: 6155.760742
	Iteration 64Q: 3 clusters Score -2.980406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242619 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -29804056.000000 Penalty: 6155.760742
	Iteration 65Q: 3 clusters Score -2.980406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242620 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -29804070.000000 Penalty: 6155.760742
	Iteration 66Q: 3 clusters Score -2.980407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242621 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -29804062.000000 Penalty: 6155.760742
	Iteration 67Q: 3 clusters Score -2.980406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242622 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -29804054.000000 Penalty: 6155.760742
	Iteration 68Q: 3 clusters Score -2.980405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242623 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -29804054.000000 Penalty: 6155.760742
	Iteration 69Q: 3 clusters Score -2.980405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242623 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -29804054.000000 Penalty: 6155.760742
	Iteration 70F: 3 clusters Score -2.980405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Entering Unmasked Estep 
Score: -507265.062500 Penalty: 2083.530518
	Iteration 0F: 2 clusters Score -507265.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -503126.000000 Penalty: 4167.061035
	Iteration 0F: 3 clusters Score -503126 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -504151.968750 Penalty: 4167.061035
	Iteration 1F: 3 clusters Score -504152 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -504349.375000 Penalty: 4167.061035
	Iteration 2F: 3 clusters Score -504349.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -504477.906250 Penalty: 4167.061035
	Iteration 3Q: 3 clusters Score -504477.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -504564.781250 Penalty: 4167.061035
	Iteration 4Q: 3 clusters Score -504564.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -504627.218750 Penalty: 4167.061035
	Iteration 5Q: 3 clusters Score -504627.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -504666.062500 Penalty: 4167.061035
	Iteration 6Q: 3 clusters Score -504666.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -504695.218750 Penalty: 4167.061035
	Iteration 7Q: 3 clusters Score -504695.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -504710.906250 Penalty: 4167.061035
	Iteration 8Q: 3 clusters Score -504710.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -504721.875000 Penalty: 4167.061035
	Iteration 9Q: 3 clusters Score -504721.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -504732.843750 Penalty: 4167.061035
	Iteration 10Q: 3 clusters Score -504732.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -504740.687500 Penalty: 4167.061035
	Iteration 11Q: 3 clusters Score -504740.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -504749.062500 Penalty: 4167.061035
	Iteration 12Q: 3 clusters Score -504749.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -504754.468750 Penalty: 4167.061035
	Iteration 13Q: 3 clusters Score -504754.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -504758.468750 Penalty: 4167.061035
	Iteration 14Q: 3 clusters Score -504758.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -504764.781250 Penalty: 4167.061035
	Iteration 15Q: 3 clusters Score -504764.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -504770.187500 Penalty: 4167.061035
	Iteration 16Q: 3 clusters Score -504770.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -504774.125000 Penalty: 4167.061035
	Iteration 17Q: 3 clusters Score -504774.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -504776.312500 Penalty: 4167.061035
	Iteration 18Q: 3 clusters Score -504776.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -504779.625000 Penalty: 4167.061035
	Iteration 19Q: 3 clusters Score -504779.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -504783.875000 Penalty: 4167.061035
	Iteration 20F: 3 clusters Score -504783.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -504786.937500 Penalty: 4167.061035
	Iteration 21Q: 3 clusters Score -504786.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -504790.562500 Penalty: 4167.061035
	Iteration 22Q: 3 clusters Score -504790.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -504794.843750 Penalty: 4167.061035
	Iteration 23Q: 3 clusters Score -504794.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -504798.687500 Penalty: 4167.061035
	Iteration 24Q: 3 clusters Score -504798.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -504803.687500 Penalty: 4167.061035
	Iteration 25Q: 3 clusters Score -504803.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -504808.031250 Penalty: 4167.061035
	Iteration 26Q: 3 clusters Score -504808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -504815.406250 Penalty: 4167.061035
	Iteration 27Q: 3 clusters Score -504815.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -504819.812500 Penalty: 4167.061035
	Iteration 28Q: 3 clusters Score -504819.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -504822.281250 Penalty: 4167.061035
	Iteration 29Q: 3 clusters Score -504822.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -504824.375000 Penalty: 4167.061035
	Iteration 30Q: 3 clusters Score -504824.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -504827.093750 Penalty: 4167.061035
	Iteration 31Q: 3 clusters Score -504827.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -504830.843750 Penalty: 4167.061035
	Iteration 32Q: 3 clusters Score -504830.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -504835.500000 Penalty: 4167.061035
	Iteration 33Q: 3 clusters Score -504835.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -504841.281250 Penalty: 4167.061035
	Iteration 34Q: 3 clusters Score -504841.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -504846.406250 Penalty: 4167.061035
	Iteration 35Q: 3 clusters Score -504846.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -504853.781250 Penalty: 4167.061035
	Iteration 36Q: 3 clusters Score -504853.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -504858.468750 Penalty: 4167.061035
	Iteration 37Q: 3 clusters Score -504858.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -504863.062500 Penalty: 4167.061035
	Iteration 38Q: 3 clusters Score -504863.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -504868.093750 Penalty: 4167.061035
	Iteration 39Q: 3 clusters Score -504868.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -504873.937500 Penalty: 4167.061035
	Iteration 40F: 3 clusters Score -504873.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -504879.468750 Penalty: 4167.061035
	Iteration 41Q: 3 clusters Score -504879.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -504885.156250 Penalty: 4167.061035
	Iteration 42Q: 3 clusters Score -504885.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -504890.125000 Penalty: 4167.061035
	Iteration 43Q: 3 clusters Score -504890.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -504892.812500 Penalty: 4167.061035
	Iteration 44Q: 3 clusters Score -504892.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -504896.750000 Penalty: 4167.061035
	Iteration 45Q: 3 clusters Score -504896.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -504900.187500 Penalty: 4167.061035
	Iteration 46Q: 3 clusters Score -504900.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -504902.937500 Penalty: 4167.061035
	Iteration 47Q: 3 clusters Score -504902.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -504906.500000 Penalty: 4167.061035
	Iteration 48Q: 3 clusters Score -504906.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -504908.343750 Penalty: 4167.061035
	Iteration 49Q: 3 clusters Score -504908.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -504909.875000 Penalty: 4167.061035
	Iteration 50Q: 3 clusters Score -504909.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -504910.781250 Penalty: 4167.061035
	Iteration 51Q: 3 clusters Score -504910.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -504911.093750 Penalty: 4167.061035
	Iteration 52Q: 3 clusters Score -504911.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -504912.062500 Penalty: 4167.061035
	Iteration 53Q: 3 clusters Score -504912.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -504912.468750 Penalty: 4167.061035
	Iteration 54Q: 3 clusters Score -504912.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -504912.468750 Penalty: 4167.061035
	Iteration 55F: 3 clusters Score -504912.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (210279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210279 members 
Entering Unmasked Estep 
Score: -25583066.000000 Penalty: 3039.535156
	Iteration 0F: 2 clusters Score -2.558307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104879 members 
Mstep: Class 2 contains 105400 members 
Entering Unmasked Estep 
Score: -25450174.000000 Penalty: 6079.070312
	Iteration 0F: 3 clusters Score -2.545017e+07 nChanged 101071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99144 members 
Mstep: Class 2 contains 111135 members 
Entering Unmasked Estep 
Score: -25509032.000000 Penalty: 6079.070312
	Iteration 1F: 3 clusters Score -2.550903e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95513 members 
Mstep: Class 2 contains 114766 members 
Entering Unmasked Estep 
Score: -25510928.000000 Penalty: 6079.070312
	Iteration 2Q: 3 clusters Score -2.551093e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89819 members 
Mstep: Class 2 contains 120460 members 
Entering Unmasked Estep 
Score: -25514390.000000 Penalty: 6079.070312
	Iteration 3Q: 3 clusters Score -2.551439e+07 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81138 members 
Mstep: Class 2 contains 129141 members 
Entering Unmasked Estep 
Score: -25520530.000000 Penalty: 6079.070312
	Iteration 4F: 3 clusters Score -2.552053e+07 nChanged 15697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68805 members 
Mstep: Class 2 contains 141474 members 
Entering Unmasked Estep 
Score: -25531684.000000 Penalty: 6079.070312
	Iteration 5F: 3 clusters Score -2.553168e+07 nChanged 18112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 156540 members 
Entering Unmasked Estep 
Score: -25547016.000000 Penalty: 6079.070312
	Iteration 6F: 3 clusters Score -2.554702e+07 nChanged 16648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 170814 members 
Entering Unmasked Estep 
Score: -25562408.000000 Penalty: 6079.070312
	Iteration 7F: 3 clusters Score -2.556241e+07 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 179843 members 
Entering Unmasked Estep 
Score: -25573410.000000 Penalty: 6079.070312
	Iteration 8F: 3 clusters Score -2.557341e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 184096 members 
Entering Unmasked Estep 
Score: -25578286.000000 Penalty: 6079.070312
	Iteration 9Q: 3 clusters Score -2.557829e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 186564 members 
Entering Unmasked Estep 
Score: -25580134.000000 Penalty: 6079.070312
	Iteration 10Q: 3 clusters Score -2.558013e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 188579 members 
Entering Unmasked Estep 
Score: -25580912.000000 Penalty: 6079.070312
	Iteration 11Q: 3 clusters Score -2.558091e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 190376 members 
Entering Unmasked Estep 
Score: -25581520.000000 Penalty: 6079.070312
	Iteration 12Q: 3 clusters Score -2.558152e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 191898 members 
Entering Unmasked Estep 
Score: -25581832.000000 Penalty: 6079.070312
	Iteration 13Q: 3 clusters Score -2.558183e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 193162 members 
Entering Unmasked Estep 
Score: -25582146.000000 Penalty: 6079.070312
	Iteration 14Q: 3 clusters Score -2.558215e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 194278 members 
Entering Unmasked Estep 
Score: -25582382.000000 Penalty: 6079.070312
	Iteration 15Q: 3 clusters Score -2.558238e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 195241 members 
Entering Unmasked Estep 
Score: -25582568.000000 Penalty: 6079.070312
	Iteration 16Q: 3 clusters Score -2.558257e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 196085 members 
Entering Unmasked Estep 
Score: -25582624.000000 Penalty: 6079.070312
	Iteration 17Q: 3 clusters Score -2.558262e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 196892 members 
Entering Unmasked Estep 
Score: -25582726.000000 Penalty: 6079.070312
	Iteration 18Q: 3 clusters Score -2.558273e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 197645 members 
Entering Unmasked Estep 
Score: -25582878.000000 Penalty: 6079.070312
	Iteration 19Q: 3 clusters Score -2.558288e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 198297 members 
Entering Unmasked Estep 
Score: -25582872.000000 Penalty: 6079.070312
	Iteration 20F: 3 clusters Score -2.558287e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 198887 members 
Entering Unmasked Estep 
Score: -25582856.000000 Penalty: 6079.070312
	Iteration 21Q: 3 clusters Score -2.558286e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 199424 members 
Entering Unmasked Estep 
Score: -25582890.000000 Penalty: 6079.070312
	Iteration 22Q: 3 clusters Score -2.558289e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 199943 members 
Entering Unmasked Estep 
Score: -25582942.000000 Penalty: 6079.070312
	Iteration 23Q: 3 clusters Score -2.558294e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 200401 members 
Entering Unmasked Estep 
Score: -25582948.000000 Penalty: 6079.070312
	Iteration 24Q: 3 clusters Score -2.558295e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 200838 members 
Entering Unmasked Estep 
Score: -25583010.000000 Penalty: 6079.070312
	Iteration 25Q: 3 clusters Score -2.558301e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 201240 members 
Entering Unmasked Estep 
Score: -25583084.000000 Penalty: 6079.070312
	Iteration 26Q: 3 clusters Score -2.558308e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 201577 members 
Entering Unmasked Estep 
Score: -25583126.000000 Penalty: 6079.070312
	Iteration 27Q: 3 clusters Score -2.558313e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 201889 members 
Entering Unmasked Estep 
Score: -25583112.000000 Penalty: 6079.070312
	Iteration 28Q: 3 clusters Score -2.558311e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 202110 members 
Entering Unmasked Estep 
Score: -25583126.000000 Penalty: 6079.070312
	Iteration 29Q: 3 clusters Score -2.558313e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 202293 members 
Entering Unmasked Estep 
Score: -25583142.000000 Penalty: 6079.070312
	Iteration 30Q: 3 clusters Score -2.558314e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 202457 members 
Entering Unmasked Estep 
Score: -25583122.000000 Penalty: 6079.070312
	Iteration 31Q: 3 clusters Score -2.558312e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 202611 members 
Entering Unmasked Estep 
Score: -25583144.000000 Penalty: 6079.070312
	Iteration 32Q: 3 clusters Score -2.558314e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 202757 members 
Entering Unmasked Estep 
Score: -25583102.000000 Penalty: 6079.070312
	Iteration 33Q: 3 clusters Score -2.55831e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 202886 members 
Entering Unmasked Estep 
Score: -25583084.000000 Penalty: 6079.070312
	Iteration 34Q: 3 clusters Score -2.558308e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 202994 members 
Entering Unmasked Estep 
Score: -25583094.000000 Penalty: 6079.070312
	Iteration 35Q: 3 clusters Score -2.558309e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 203081 members 
Entering Unmasked Estep 
Score: -25583068.000000 Penalty: 6079.070312
	Iteration 36Q: 3 clusters Score -2.558307e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 203149 members 
Entering Unmasked Estep 
Score: -25583088.000000 Penalty: 6079.070312
	Iteration 37Q: 3 clusters Score -2.558309e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 203210 members 
Entering Unmasked Estep 
Score: -25583030.000000 Penalty: 6079.070312
	Iteration 38Q: 3 clusters Score -2.558303e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 203267 members 
Entering Unmasked Estep 
Score: -25583030.000000 Penalty: 6079.070312
	Iteration 39Q: 3 clusters Score -2.558303e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 203325 members 
Entering Unmasked Estep 
Score: -25583020.000000 Penalty: 6079.070312
	Iteration 40F: 3 clusters Score -2.558302e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 203378 members 
Entering Unmasked Estep 
Score: -25583024.000000 Penalty: 6079.070312
	Iteration 41Q: 3 clusters Score -2.558302e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 203426 members 
Entering Unmasked Estep 
Score: -25583010.000000 Penalty: 6079.070312
	Iteration 42Q: 3 clusters Score -2.558301e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 203473 members 
Entering Unmasked Estep 
Score: -25583004.000000 Penalty: 6079.070312
	Iteration 43Q: 3 clusters Score -2.5583e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 203524 members 
Entering Unmasked Estep 
Score: -25582994.000000 Penalty: 6079.070312
	Iteration 44Q: 3 clusters Score -2.558299e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 203583 members 
Entering Unmasked Estep 
Score: -25582956.000000 Penalty: 6079.070312
	Iteration 45Q: 3 clusters Score -2.558296e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 203647 members 
Entering Unmasked Estep 
Score: -25582976.000000 Penalty: 6079.070312
	Iteration 46Q: 3 clusters Score -2.558298e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 203714 members 
Entering Unmasked Estep 
Score: -25583018.000000 Penalty: 6079.070312
	Iteration 47Q: 3 clusters Score -2.558302e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 203788 members 
Entering Unmasked Estep 
Score: -25583038.000000 Penalty: 6079.070312
	Iteration 48Q: 3 clusters Score -2.558304e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 203848 members 
Entering Unmasked Estep 
Score: -25583030.000000 Penalty: 6079.070312
	Iteration 49Q: 3 clusters Score -2.558303e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 203909 members 
Entering Unmasked Estep 
Score: -25583066.000000 Penalty: 6079.070312
	Iteration 50Q: 3 clusters Score -2.558307e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 203967 members 
Entering Unmasked Estep 
Score: -25583084.000000 Penalty: 6079.070312
	Iteration 51Q: 3 clusters Score -2.558308e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 204023 members 
Entering Unmasked Estep 
Score: -25583066.000000 Penalty: 6079.070312
	Iteration 52Q: 3 clusters Score -2.558307e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 204078 members 
Entering Unmasked Estep 
Score: -25583086.000000 Penalty: 6079.070312
	Iteration 53Q: 3 clusters Score -2.558309e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 204130 members 
Entering Unmasked Estep 
Score: -25583112.000000 Penalty: 6079.070312
	Iteration 54Q: 3 clusters Score -2.558311e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 204172 members 
Entering Unmasked Estep 
Score: -25583050.000000 Penalty: 6079.070312
	Iteration 55Q: 3 clusters Score -2.558305e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 204214 members 
Entering Unmasked Estep 
Score: -25583044.000000 Penalty: 6079.070312
	Iteration 56Q: 3 clusters Score -2.558304e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 204275 members 
Entering Unmasked Estep 
Score: -25583038.000000 Penalty: 6079.070312
	Iteration 57Q: 3 clusters Score -2.558304e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 204342 members 
Entering Unmasked Estep 
Score: -25583018.000000 Penalty: 6079.070312
	Iteration 58Q: 3 clusters Score -2.558302e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 204395 members 
Entering Unmasked Estep 
Score: -25583066.000000 Penalty: 6079.070312
	Iteration 59Q: 3 clusters Score -2.558307e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 204449 members 
Entering Unmasked Estep 
Score: -25583044.000000 Penalty: 6079.070312
	Iteration 60F: 3 clusters Score -2.558304e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 204498 members 
Entering Unmasked Estep 
Score: -25583074.000000 Penalty: 6079.070312
	Iteration 61Q: 3 clusters Score -2.558307e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 204535 members 
Entering Unmasked Estep 
Score: -25583080.000000 Penalty: 6079.070312
	Iteration 62Q: 3 clusters Score -2.558308e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 204582 members 
Entering Unmasked Estep 
Score: -25583056.000000 Penalty: 6079.070312
	Iteration 63Q: 3 clusters Score -2.558306e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 204620 members 
Entering Unmasked Estep 
Score: -25583044.000000 Penalty: 6079.070312
	Iteration 64Q: 3 clusters Score -2.558304e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 204659 members 
Entering Unmasked Estep 
Score: -25583014.000000 Penalty: 6079.070312
	Iteration 65Q: 3 clusters Score -2.558301e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 204682 members 
Entering Unmasked Estep 
Score: -25583030.000000 Penalty: 6079.070312
	Iteration 66Q: 3 clusters Score -2.558303e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 204713 members 
Entering Unmasked Estep 
Score: -25583052.000000 Penalty: 6079.070312
	Iteration 67Q: 3 clusters Score -2.558305e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 204753 members 
Entering Unmasked Estep 
Score: -25583036.000000 Penalty: 6079.070312
	Iteration 68Q: 3 clusters Score -2.558304e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 204805 members 
Entering Unmasked Estep 
Score: -25583052.000000 Penalty: 6079.070312
	Iteration 69Q: 3 clusters Score -2.558305e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 204842 members 
Entering Unmasked Estep 
Score: -25583036.000000 Penalty: 6079.070312
	Iteration 70Q: 3 clusters Score -2.558304e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 204862 members 
Entering Unmasked Estep 
Score: -25583068.000000 Penalty: 6079.070312
	Iteration 71Q: 3 clusters Score -2.558307e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 204881 members 
Entering Unmasked Estep 
Score: -25583084.000000 Penalty: 6079.070312
	Iteration 72Q: 3 clusters Score -2.558308e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 204904 members 
Entering Unmasked Estep 
Score: -25583096.000000 Penalty: 6079.070312
	Iteration 73Q: 3 clusters Score -2.55831e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 204936 members 
Entering Unmasked Estep 
Score: -25583124.000000 Penalty: 6079.070312
	Iteration 74Q: 3 clusters Score -2.558312e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 204955 members 
Entering Unmasked Estep 
Score: -25583156.000000 Penalty: 6079.070312
	Iteration 75Q: 3 clusters Score -2.558316e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 204979 members 
Entering Unmasked Estep 
Score: -25583146.000000 Penalty: 6079.070312
	Iteration 76Q: 3 clusters Score -2.558315e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 204999 members 
Entering Unmasked Estep 
Score: -25583132.000000 Penalty: 6079.070312
	Iteration 77Q: 3 clusters Score -2.558313e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 205032 members 
Entering Unmasked Estep 
Score: -25583156.000000 Penalty: 6079.070312
	Iteration 78Q: 3 clusters Score -2.558316e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 205060 members 
Entering Unmasked Estep 
Score: -25583158.000000 Penalty: 6079.070312
	Iteration 79Q: 3 clusters Score -2.558316e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 205100 members 
Entering Unmasked Estep 
Score: -25583178.000000 Penalty: 6079.070312
	Iteration 80F: 3 clusters Score -2.558318e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 205130 members 
Entering Unmasked Estep 
Score: -25583186.000000 Penalty: 6079.070312
	Iteration 81Q: 3 clusters Score -2.558319e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 205155 members 
Entering Unmasked Estep 
Score: -25583222.000000 Penalty: 6079.070312
	Iteration 82Q: 3 clusters Score -2.558322e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 205168 members 
Entering Unmasked Estep 
Score: -25583252.000000 Penalty: 6079.070312
	Iteration 83Q: 3 clusters Score -2.558325e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 205185 members 
Entering Unmasked Estep 
Score: -25583270.000000 Penalty: 6079.070312
	Iteration 84Q: 3 clusters Score -2.558327e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 205200 members 
Entering Unmasked Estep 
Score: -25583252.000000 Penalty: 6079.070312
	Iteration 85Q: 3 clusters Score -2.558325e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 205199 members 
Entering Unmasked Estep 
Score: -25583250.000000 Penalty: 6079.070312
	Iteration 86Q: 3 clusters Score -2.558325e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 205185 members 
Entering Unmasked Estep 
Score: -25583294.000000 Penalty: 6079.070312
	Iteration 87Q: 3 clusters Score -2.558329e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 205151 members 
Entering Unmasked Estep 
Score: -25583330.000000 Penalty: 6079.070312
	Iteration 88Q: 3 clusters Score -2.558333e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 205132 members 
Entering Unmasked Estep 
Score: -25583376.000000 Penalty: 6079.070312
	Iteration 89Q: 3 clusters Score -2.558338e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 205118 members 
Entering Unmasked Estep 
Score: -25583350.000000 Penalty: 6079.070312
	Iteration 90Q: 3 clusters Score -2.558335e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 205094 members 
Entering Unmasked Estep 
Score: -25583372.000000 Penalty: 6079.070312
	Iteration 91Q: 3 clusters Score -2.558337e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 205066 members 
Entering Unmasked Estep 
Score: -25583354.000000 Penalty: 6079.070312
	Iteration 92Q: 3 clusters Score -2.558335e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 205048 members 
Entering Unmasked Estep 
Score: -25583370.000000 Penalty: 6079.070312
	Iteration 93Q: 3 clusters Score -2.558337e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 205032 members 
Entering Unmasked Estep 
Score: -25583402.000000 Penalty: 6079.070312
	Iteration 94Q: 3 clusters Score -2.55834e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 205010 members 
Entering Unmasked Estep 
Score: -25583404.000000 Penalty: 6079.070312
	Iteration 95Q: 3 clusters Score -2.55834e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 204990 members 
Entering Unmasked Estep 
Score: -25583414.000000 Penalty: 6079.070312
	Iteration 96Q: 3 clusters Score -2.558341e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 204972 members 
Entering Unmasked Estep 
Score: -25583426.000000 Penalty: 6079.070312
	Iteration 97Q: 3 clusters Score -2.558343e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 204960 members 
Entering Unmasked Estep 
Score: -25583420.000000 Penalty: 6079.070312
	Iteration 98Q: 3 clusters Score -2.558342e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 204944 members 
Entering Unmasked Estep 
Score: -25583432.000000 Penalty: 6079.070312
	Iteration 99Q: 3 clusters Score -2.558343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 204937 members 
Entering Unmasked Estep 
Score: -25583436.000000 Penalty: 6079.070312
	Iteration 100F: 3 clusters Score -2.558344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 204931 members 
Entering Unmasked Estep 
Score: -25583434.000000 Penalty: 6079.070312
	Iteration 101Q: 3 clusters Score -2.558343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 204929 members 
Entering Unmasked Estep 
Score: -25583454.000000 Penalty: 6079.070312
	Iteration 102Q: 3 clusters Score -2.558345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 204928 members 
Entering Unmasked Estep 
Score: -25583448.000000 Penalty: 6079.070312
	Iteration 103Q: 3 clusters Score -2.558345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 204922 members 
Entering Unmasked Estep 
Score: -25583454.000000 Penalty: 6079.070312
	Iteration 104Q: 3 clusters Score -2.558345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 204916 members 
Entering Unmasked Estep 
Score: -25583444.000000 Penalty: 6079.070312
	Iteration 105Q: 3 clusters Score -2.558344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 204912 members 
Entering Unmasked Estep 
Score: -25583442.000000 Penalty: 6079.070312
	Iteration 106Q: 3 clusters Score -2.558344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 204903 members 
Entering Unmasked Estep 
Score: -25583438.000000 Penalty: 6079.070312
	Iteration 107Q: 3 clusters Score -2.558344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 204899 members 
Entering Unmasked Estep 
Score: -25583424.000000 Penalty: 6079.070312
	Iteration 108Q: 3 clusters Score -2.558342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 204896 members 
Entering Unmasked Estep 
Score: -25583432.000000 Penalty: 6079.070312
	Iteration 109Q: 3 clusters Score -2.558343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 204895 members 
Entering Unmasked Estep 
Score: -25583432.000000 Penalty: 6079.070312
	Iteration 110Q: 3 clusters Score -2.558343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 204893 members 
Entering Unmasked Estep 
Score: -25583442.000000 Penalty: 6079.070312
	Iteration 111Q: 3 clusters Score -2.558344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 204890 members 
Entering Unmasked Estep 
Score: -25583440.000000 Penalty: 6079.070312
	Iteration 112Q: 3 clusters Score -2.558344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 204889 members 
Entering Unmasked Estep 
Score: -25583444.000000 Penalty: 6079.070312
	Iteration 113Q: 3 clusters Score -2.558344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 204888 members 
Entering Unmasked Estep 
Score: -25583446.000000 Penalty: 6079.070312
	Iteration 114Q: 3 clusters Score -2.558345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 204887 members 
Entering Unmasked Estep 
Score: -25583432.000000 Penalty: 6079.070312
	Iteration 115Q: 3 clusters Score -2.558343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 204887 members 
Entering Unmasked Estep 
Score: -25583432.000000 Penalty: 6079.070312
	Iteration 116F: 3 clusters Score -2.558343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1770 members 
Mstep: Class 3 contains 16914 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 204887 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 51357 members 
Mstep: Class 10 contains 29877 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 641 members 
Mstep: Class 13 contains 241684 members 
Mstep: Class 14 contains 581 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 18 contains 28905 members 
Mstep: Class 19 contains 22738 members 
Mstep: Class 21 contains 245440 members 
Mstep: Class 22 contains 4453 members 
Mstep: Class 23 contains 5392 members 
Entering Unmasked Estep 
Score: -104252624.000000 Penalty: 61069.699219
Splitting cluster 23 changes total score from -104248784.000000 to -104252624.000000
So it's getting split into cluster 5.
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 3 contains 16914 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 51357 members 
Mstep: Class 10 contains 29877 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 641 members 
Mstep: Class 13 contains 241684 members 
Mstep: Class 14 contains 581 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 18 contains 28905 members 
Mstep: Class 19 contains 22738 members 
Mstep: Class 21 contains 245440 members 
Mstep: Class 22 contains 4453 members 
Mstep: Class 23 contains 5392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104253296.000000 Penalty: 61069.699219
Iteration 39Q: 19 clusters Score -1.042533e+08 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 17083 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 204351 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 52509 members 
Mstep: Class 10 contains 29823 members 
Mstep: Class 11 contains 10135 members 
Mstep: Class 12 contains 639 members 
Mstep: Class 13 contains 242043 members 
Mstep: Class 14 contains 581 members 
Mstep: Class 17 contains 4311 members 
Mstep: Class 18 contains 28874 members 
Mstep: Class 19 contains 22732 members 
Mstep: Class 21 contains 244374 members 
Mstep: Class 22 contains 4455 members 
Mstep: Class 23 contains 5393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104255352.000000 Penalty: 61069.699219
Iteration 40F: 19 clusters Score -1.042554e+08 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1793 members 
Mstep: Class 3 contains 17221 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 205325 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 54480 members 
Mstep: Class 10 contains 29781 members 
Mstep: Class 11 contains 10148 members 
Mstep: Class 12 contains 638 members 
Mstep: Class 13 contains 241087 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 17 contains 4158 members 
Mstep: Class 18 contains 28795 members 
Mstep: Class 19 contains 22725 members 
Mstep: Class 21 contains 242321 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 5431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104257136.000000 Penalty: 61069.699219
Iteration 41Q: 19 clusters Score -1.042571e+08 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1838 members 
Mstep: Class 3 contains 17343 members 
Mstep: Class 4 contains 1235 members 
Mstep: Class 5 contains 206224 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 56516 members 
Mstep: Class 10 contains 29739 members 
Mstep: Class 11 contains 10162 members 
Mstep: Class 12 contains 638 members 
Mstep: Class 13 contains 239906 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 17 contains 4068 members 
Mstep: Class 18 contains 28714 members 
Mstep: Class 19 contains 22721 members 
Mstep: Class 21 contains 240496 members 
Mstep: Class 22 contains 4441 members 
Mstep: Class 23 contains 5496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104257944.000000 Penalty: 61069.699219
Iteration 42Q: 19 clusters Score -1.042579e+08 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1866 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 1232 members 
Mstep: Class 5 contains 207105 members 
Mstep: Class 7 contains 1583 members 
Mstep: Class 8 contains 58595 members 
Mstep: Class 10 contains 29700 members 
Mstep: Class 11 contains 10160 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 238525 members 
Mstep: Class 14 contains 607 members 
Mstep: Class 17 contains 4018 members 
Mstep: Class 18 contains 28592 members 
Mstep: Class 19 contains 22737 members 
Mstep: Class 21 contains 238867 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 5587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104259056.000000 Penalty: 61069.699219
Iteration 43Q: 19 clusters Score -1.042591e+08 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1895 members 
Mstep: Class 3 contains 17575 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207962 members 
Mstep: Class 7 contains 1579 members 
Mstep: Class 8 contains 60687 members 
Mstep: Class 10 contains 29677 members 
Mstep: Class 11 contains 10160 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 236981 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 17 contains 3986 members 
Mstep: Class 18 contains 28494 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 21 contains 237357 members 
Mstep: Class 22 contains 4432 members 
Mstep: Class 23 contains 5685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104259768.000000 Penalty: 61069.699219
Iteration 44Q: 19 clusters Score -1.042598e+08 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 17681 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208789 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 62785 members 
Mstep: Class 10 contains 29608 members 
Mstep: Class 11 contains 10162 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 235437 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 17 contains 3965 members 
Mstep: Class 18 contains 28352 members 
Mstep: Class 19 contains 22760 members 
Mstep: Class 21 contains 235948 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 5806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104260816.000000 Penalty: 61069.699219
Iteration 45Q: 19 clusters Score -1.042608e+08 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1919 members 
Mstep: Class 3 contains 17783 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 209479 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 64840 members 
Mstep: Class 10 contains 29528 members 
Mstep: Class 11 contains 10158 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 233816 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3952 members 
Mstep: Class 18 contains 28240 members 
Mstep: Class 19 contains 22781 members 
Mstep: Class 21 contains 234769 members 
Mstep: Class 22 contains 4419 members 
Mstep: Class 23 contains 5946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104262216.000000 Penalty: 61069.699219
Iteration 46Q: 19 clusters Score -1.042622e+08 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1928 members 
Mstep: Class 3 contains 17882 members 
Mstep: Class 4 contains 1226 members 
Mstep: Class 5 contains 210155 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 66788 members 
Mstep: Class 10 contains 29465 members 
Mstep: Class 11 contains 10161 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 232314 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3943 members 
Mstep: Class 18 contains 28115 members 
Mstep: Class 19 contains 22785 members 
Mstep: Class 21 contains 233596 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 6080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104263592.000000 Penalty: 61069.699219
Iteration 47Q: 19 clusters Score -1.042636e+08 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1937 members 
Mstep: Class 3 contains 17979 members 
Mstep: Class 4 contains 1225 members 
Mstep: Class 5 contains 210685 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 68679 members 
Mstep: Class 10 contains 29434 members 
Mstep: Class 11 contains 10165 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 230911 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 27974 members 
Mstep: Class 19 contains 22792 members 
Mstep: Class 21 contains 232516 members 
Mstep: Class 22 contains 4420 members 
Mstep: Class 23 contains 6204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104264400.000000 Penalty: 61069.699219
Iteration 48Q: 19 clusters Score -1.042644e+08 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1944 members 
Mstep: Class 3 contains 18076 members 
Mstep: Class 4 contains 1225 members 
Mstep: Class 5 contains 211080 members 
Mstep: Class 7 contains 1562 members 
Mstep: Class 8 contains 70481 members 
Mstep: Class 10 contains 29423 members 
Mstep: Class 11 contains 10169 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 229662 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3914 members 
Mstep: Class 18 contains 27819 members 
Mstep: Class 19 contains 22813 members 
Mstep: Class 21 contains 231476 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 6343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104265288.000000 Penalty: 61069.699219
Iteration 49Q: 19 clusters Score -1.042653e+08 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1948 members 
Mstep: Class 3 contains 18180 members 
Mstep: Class 4 contains 1226 members 
Mstep: Class 5 contains 211353 members 
Mstep: Class 7 contains 1556 members 
Mstep: Class 8 contains 72188 members 
Mstep: Class 10 contains 29405 members 
Mstep: Class 11 contains 10170 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 228567 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3913 members 
Mstep: Class 18 contains 27691 members 
Mstep: Class 19 contains 22824 members 
Mstep: Class 21 contains 230471 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 6483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104266304.000000 Penalty: 61069.699219
Iteration 50Q: 19 clusters Score -1.042663e+08 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1952 members 
Mstep: Class 3 contains 18281 members 
Mstep: Class 4 contains 1227 members 
Mstep: Class 5 contains 211497 members 
Mstep: Class 7 contains 1553 members 
Mstep: Class 8 contains 73783 members 
Mstep: Class 10 contains 29413 members 
Mstep: Class 11 contains 10172 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 227663 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3904 members 
Mstep: Class 18 contains 27537 members 
Mstep: Class 19 contains 22831 members 
Mstep: Class 21 contains 229548 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 6605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104267848.000000 Penalty: 61069.699219
Iteration 51Q: 19 clusters Score -1.042678e+08 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 18370 members 
Mstep: Class 4 contains 1227 members 
Mstep: Class 5 contains 211436 members 
Mstep: Class 7 contains 1549 members 
Mstep: Class 8 contains 75298 members 
Mstep: Class 10 contains 29423 members 
Mstep: Class 11 contains 10175 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 226862 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3894 members 
Mstep: Class 18 contains 27407 members 
Mstep: Class 19 contains 22827 members 
Mstep: Class 21 contains 228779 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 6754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104269224.000000 Penalty: 61069.699219
Iteration 52Q: 19 clusters Score -1.042692e+08 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 18457 members 
Mstep: Class 4 contains 1227 members 
Mstep: Class 5 contains 211278 members 
Mstep: Class 7 contains 1545 members 
Mstep: Class 8 contains 76667 members 
Mstep: Class 10 contains 29437 members 
Mstep: Class 11 contains 10179 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 226156 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3886 members 
Mstep: Class 18 contains 27377 members 
Mstep: Class 19 contains 22859 members 
Mstep: Class 21 contains 228004 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 6920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104270528.000000 Penalty: 61069.699219
Iteration 53Q: 19 clusters Score -1.042705e+08 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1970 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 1227 members 
Mstep: Class 5 contains 211079 members 
Mstep: Class 7 contains 1540 members 
Mstep: Class 8 contains 77827 members 
Mstep: Class 10 contains 29439 members 
Mstep: Class 11 contains 10182 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 225659 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 27485 members 
Mstep: Class 19 contains 22903 members 
Mstep: Class 21 contains 227137 members 
Mstep: Class 22 contains 4406 members 
Mstep: Class 23 contains 7082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104271512.000000 Penalty: 61069.699219
Iteration 54Q: 19 clusters Score -1.042715e+08 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1975 members 
Mstep: Class 3 contains 18614 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 210872 members 
Mstep: Class 7 contains 1540 members 
Mstep: Class 8 contains 78856 members 
Mstep: Class 10 contains 29441 members 
Mstep: Class 11 contains 10191 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 225158 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 27704 members 
Mstep: Class 19 contains 22954 members 
Mstep: Class 21 contains 226316 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 7234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104272416.000000 Penalty: 61069.699219
Iteration 55Q: 19 clusters Score -1.042724e+08 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1983 members 
Mstep: Class 3 contains 18705 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 210658 members 
Mstep: Class 7 contains 1537 members 
Mstep: Class 8 contains 79773 members 
Mstep: Class 10 contains 29426 members 
Mstep: Class 11 contains 10199 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 224700 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 18 contains 28019 members 
Mstep: Class 19 contains 23013 members 
Mstep: Class 21 contains 225474 members 
Mstep: Class 22 contains 4406 members 
Mstep: Class 23 contains 7375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104272864.000000 Penalty: 61069.699219
Iteration 56Q: 19 clusters Score -1.042729e+08 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 18775 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 210472 members 
Mstep: Class 7 contains 1537 members 
Mstep: Class 8 contains 80558 members 
Mstep: Class 10 contains 29395 members 
Mstep: Class 11 contains 10207 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 224345 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 18 contains 28325 members 
Mstep: Class 19 contains 23089 members 
Mstep: Class 21 contains 224636 members 
Mstep: Class 22 contains 4408 members 
Mstep: Class 23 contains 7534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104273792.000000 Penalty: 61069.699219
Iteration 57Q: 19 clusters Score -1.042738e+08 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 18844 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 210354 members 
Mstep: Class 7 contains 1539 members 
Mstep: Class 8 contains 81195 members 
Mstep: Class 10 contains 29363 members 
Mstep: Class 11 contains 10214 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 224076 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 18 contains 28664 members 
Mstep: Class 19 contains 23167 members 
Mstep: Class 21 contains 223770 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 7678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104274320.000000 Penalty: 61069.699219
Iteration 58Q: 19 clusters Score -1.042743e+08 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 210238 members 
Mstep: Class 7 contains 1547 members 
Mstep: Class 8 contains 81739 members 
Mstep: Class 10 contains 29367 members 
Mstep: Class 11 contains 10216 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 223939 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 29044 members 
Mstep: Class 19 contains 23250 members 
Mstep: Class 21 contains 222810 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 7808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104274840.000000 Penalty: 61069.699219
Iteration 59Q: 19 clusters Score -1.042748e+08 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 18936 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 210161 members 
Mstep: Class 7 contains 1546 members 
Mstep: Class 8 contains 82271 members 
Mstep: Class 10 contains 29333 members 
Mstep: Class 11 contains 10233 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 223847 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 29415 members 
Mstep: Class 19 contains 23330 members 
Mstep: Class 21 contains 221863 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 7924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104275256.000000 Penalty: 61069.699219
Iteration 60F: 19 clusters Score -1.042753e+08 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 18976 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 210075 members 
Mstep: Class 7 contains 1541 members 
Mstep: Class 8 contains 82794 members 
Mstep: Class 10 contains 29291 members 
Mstep: Class 11 contains 10258 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 223763 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 29765 members 
Mstep: Class 19 contains 23398 members 
Mstep: Class 21 contains 220957 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 8033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104275296.000000 Penalty: 61069.699219
Iteration 61Q: 19 clusters Score -1.042753e+08 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19030 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 209956 members 
Mstep: Class 7 contains 1536 members 
Mstep: Class 8 contains 83243 members 
Mstep: Class 10 contains 29253 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 223741 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 30126 members 
Mstep: Class 19 contains 23480 members 
Mstep: Class 21 contains 220067 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 8138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104276008.000000 Penalty: 61069.699219
Iteration 62Q: 19 clusters Score -1.04276e+08 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19067 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 209809 members 
Mstep: Class 7 contains 1534 members 
Mstep: Class 8 contains 83624 members 
Mstep: Class 10 contains 29242 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 223725 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 30484 members 
Mstep: Class 19 contains 23551 members 
Mstep: Class 21 contains 219266 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 8259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104276792.000000 Penalty: 61069.699219
Iteration 63Q: 19 clusters Score -1.042768e+08 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19110 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 209629 members 
Mstep: Class 7 contains 1534 members 
Mstep: Class 8 contains 83978 members 
Mstep: Class 10 contains 29222 members 
Mstep: Class 11 contains 10297 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 223766 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 30784 members 
Mstep: Class 19 contains 23629 members 
Mstep: Class 21 contains 218519 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 8371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104277536.000000 Penalty: 61069.699219
Iteration 64Q: 19 clusters Score -1.042775e+08 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19148 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 209421 members 
Mstep: Class 7 contains 1534 members 
Mstep: Class 8 contains 84277 members 
Mstep: Class 10 contains 29210 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 223887 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 31057 members 
Mstep: Class 19 contains 23721 members 
Mstep: Class 21 contains 217788 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 8488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104277416.000000 Penalty: 61069.699219
Iteration 65Q: 19 clusters Score -1.042774e+08 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19171 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 209232 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 84522 members 
Mstep: Class 10 contains 29191 members 
Mstep: Class 11 contains 10316 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 223978 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 31303 members 
Mstep: Class 19 contains 23805 members 
Mstep: Class 21 contains 217180 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 8605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104277552.000000 Penalty: 61069.699219
Iteration 66Q: 19 clusters Score -1.042776e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19195 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 209036 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 84755 members 
Mstep: Class 10 contains 29178 members 
Mstep: Class 11 contains 10321 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 224089 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 31547 members 
Mstep: Class 19 contains 23908 members 
Mstep: Class 21 contains 216534 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 8737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104277904.000000 Penalty: 61069.699219
Iteration 67Q: 19 clusters Score -1.042779e+08 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19250 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208898 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 84989 members 
Mstep: Class 10 contains 29144 members 
Mstep: Class 11 contains 10322 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 224096 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 31768 members 
Mstep: Class 19 contains 23992 members 
Mstep: Class 21 contains 215981 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 8852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104277912.000000 Penalty: 61069.699219
Iteration 68Q: 19 clusters Score -1.042779e+08 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19301 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208853 members 
Mstep: Class 7 contains 1533 members 
Mstep: Class 8 contains 85192 members 
Mstep: Class 10 contains 29120 members 
Mstep: Class 11 contains 10323 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 224096 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 31972 members 
Mstep: Class 19 contains 24079 members 
Mstep: Class 21 contains 215391 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 8960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104278176.000000 Penalty: 61069.699219
Iteration 69Q: 19 clusters Score -1.042782e+08 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19354 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208828 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 85392 members 
Mstep: Class 10 contains 29072 members 
Mstep: Class 11 contains 10325 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 224127 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 32158 members 
Mstep: Class 19 contains 24169 members 
Mstep: Class 21 contains 214799 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 9062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104278408.000000 Penalty: 61069.699219
Iteration 70Q: 19 clusters Score -1.042784e+08 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19410 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208805 members 
Mstep: Class 7 contains 1533 members 
Mstep: Class 8 contains 85586 members 
Mstep: Class 10 contains 29009 members 
Mstep: Class 11 contains 10335 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 224159 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 32335 members 
Mstep: Class 19 contains 24261 members 
Mstep: Class 21 contains 214228 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 9160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104278416.000000 Penalty: 61069.699219
Iteration 71Q: 19 clusters Score -1.042784e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19470 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208776 members 
Mstep: Class 7 contains 1528 members 
Mstep: Class 8 contains 85771 members 
Mstep: Class 10 contains 28925 members 
Mstep: Class 11 contains 10344 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 224190 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 32505 members 
Mstep: Class 19 contains 24369 members 
Mstep: Class 21 contains 213683 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 9262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104278448.000000 Penalty: 61069.699219
Iteration 72Q: 19 clusters Score -1.042784e+08 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19509 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208762 members 
Mstep: Class 7 contains 1528 members 
Mstep: Class 8 contains 85925 members 
Mstep: Class 10 contains 28854 members 
Mstep: Class 11 contains 10358 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 224130 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 32644 members 
Mstep: Class 19 contains 24480 members 
Mstep: Class 21 contains 213279 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 9354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104278640.000000 Penalty: 61069.699219
Iteration 73Q: 19 clusters Score -1.042786e+08 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19548 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208717 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 86049 members 
Mstep: Class 10 contains 28788 members 
Mstep: Class 11 contains 10366 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 224107 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 32787 members 
Mstep: Class 19 contains 24581 members 
Mstep: Class 21 contains 212901 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 9452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104279024.000000 Penalty: 61069.699219
Iteration 74Q: 19 clusters Score -1.04279e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19610 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208726 members 
Mstep: Class 7 contains 1528 members 
Mstep: Class 8 contains 86163 members 
Mstep: Class 10 contains 28734 members 
Mstep: Class 11 contains 10369 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 224048 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 32914 members 
Mstep: Class 19 contains 24664 members 
Mstep: Class 21 contains 212525 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 9540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104278960.000000 Penalty: 61069.699219
Iteration 75Q: 19 clusters Score -1.04279e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19675 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208712 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 86264 members 
Mstep: Class 10 contains 28673 members 
Mstep: Class 11 contains 10374 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 224027 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33028 members 
Mstep: Class 19 contains 24742 members 
Mstep: Class 21 contains 212178 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 9625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104279096.000000 Penalty: 61069.699219
Iteration 76Q: 19 clusters Score -1.042791e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19733 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208771 members 
Mstep: Class 7 contains 1530 members 
Mstep: Class 8 contains 86337 members 
Mstep: Class 10 contains 28611 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 223968 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33120 members 
Mstep: Class 19 contains 24836 members 
Mstep: Class 21 contains 211844 members 
Mstep: Class 22 contains 4423 members 
Mstep: Class 23 contains 9695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104279128.000000 Penalty: 61069.699219
Iteration 77Q: 19 clusters Score -1.042791e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19787 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208809 members 
Mstep: Class 7 contains 1530 members 
Mstep: Class 8 contains 86413 members 
Mstep: Class 10 contains 28546 members 
Mstep: Class 11 contains 10396 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 223938 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33209 members 
Mstep: Class 19 contains 24929 members 
Mstep: Class 21 contains 211511 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 9762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104279240.000000 Penalty: 61069.699219
Iteration 78Q: 19 clusters Score -1.042792e+08 nChanged 1426
Entering ConstructFrom: 
Score: -104279240.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -222678.859375 Penalty: 1896.295776
	Iteration 0F: 2 clusters Score -222678.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -220149.578125 Penalty: 3792.591553
	Iteration 0F: 3 clusters Score -220149.6 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -221074.843750 Penalty: 3792.591553
	Iteration 1F: 3 clusters Score -221074.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -221855.812500 Penalty: 3792.591553
	Iteration 2F: 3 clusters Score -221855.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -222360.859375 Penalty: 3792.591553
	Iteration 3F: 3 clusters Score -222360.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -222577.093750 Penalty: 3792.591553
	Iteration 4F: 3 clusters Score -222577.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -222668.281250 Penalty: 3792.591553
	Iteration 5Q: 3 clusters Score -222668.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -222692.968750 Penalty: 3792.591553
	Iteration 6Q: 3 clusters Score -222693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -222701.453125 Penalty: 3792.591553
	Iteration 7Q: 3 clusters Score -222701.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -222705.296875 Penalty: 3792.591553
	Iteration 8Q: 3 clusters Score -222705.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -222706.203125 Penalty: 3792.591553
	Iteration 9Q: 3 clusters Score -222706.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -222706.203125 Penalty: 3792.591553
	Iteration 10F: 3 clusters Score -222706.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19830 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208791 members 
Mstep: Class 6 contains 548 members 
Mstep: Class 7 contains 1530 members 
Mstep: Class 8 contains 86496 members 
Mstep: Class 10 contains 28481 members 
Mstep: Class 11 contains 10406 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 223945 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 33301 members 
Mstep: Class 19 contains 25036 members 
Mstep: Class 21 contains 211197 members 
Mstep: Class 22 contains 4419 members 
Mstep: Class 23 contains 9821 members 
Entering Unmasked Estep 
Score: -104278072.000000 Penalty: 64462.460938
Splitting cluster 1 changes total score from -104279240.000000 to -104278072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Entering Unmasked Estep 
Score: -208094.656250 Penalty: 1883.406616
	Iteration 0F: 2 clusters Score -208094.7 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 1012 members 
Entering Unmasked Estep 
Score: -205467.265625 Penalty: 3766.813232
	Iteration 0F: 3 clusters Score -205467.3 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -205958.859375 Penalty: 3766.813232
	Iteration 1F: 3 clusters Score -205958.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -206199.625000 Penalty: 3766.813232
	Iteration 2F: 3 clusters Score -206199.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -206467.593750 Penalty: 3766.813232
	Iteration 3F: 3 clusters Score -206467.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -206740.328125 Penalty: 3766.813232
	Iteration 4F: 3 clusters Score -206740.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -207076.000000 Penalty: 3766.813232
	Iteration 5F: 3 clusters Score -207076 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -207404.609375 Penalty: 3766.813232
	Iteration 6F: 3 clusters Score -207404.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -207660.781250 Penalty: 3766.813232
	Iteration 7F: 3 clusters Score -207660.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -207786.281250 Penalty: 3766.813232
	Iteration 8Q: 3 clusters Score -207786.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -207841.296875 Penalty: 3766.813232
	Iteration 9Q: 3 clusters Score -207841.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -207879.812500 Penalty: 3766.813232
	Iteration 10Q: 3 clusters Score -207879.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -207904.953125 Penalty: 3766.813232
	Iteration 11Q: 3 clusters Score -207905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -207921.171875 Penalty: 3766.813232
	Iteration 12Q: 3 clusters Score -207921.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -207927.078125 Penalty: 3766.813232
	Iteration 13Q: 3 clusters Score -207927.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -207934.406250 Penalty: 3766.813232
	Iteration 14Q: 3 clusters Score -207934.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -207937.250000 Penalty: 3766.813232
	Iteration 15Q: 3 clusters Score -207937.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -207937.250000 Penalty: 3766.813232
	Iteration 16F: 3 clusters Score -207937.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Entering Unmasked Estep 
Score: -2411267.000000 Penalty: 2453.947754
	Iteration 0F: 2 clusters Score -2411267 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 9933 members 
Entering Unmasked Estep 
Score: -2397304.500000 Penalty: 4907.895508
	Iteration 0F: 3 clusters Score -2397304 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2401942.750000 Penalty: 4907.895508
	Iteration 1F: 3 clusters Score -2401943 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2402276.500000 Penalty: 4907.895508
	Iteration 2F: 3 clusters Score -2402276 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2402528.500000 Penalty: 4907.895508
	Iteration 3Q: 3 clusters Score -2402528 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2402726.500000 Penalty: 4907.895508
	Iteration 4Q: 3 clusters Score -2402726 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2402903.750000 Penalty: 4907.895508
	Iteration 5Q: 3 clusters Score -2402904 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2403040.500000 Penalty: 4907.895508
	Iteration 6Q: 3 clusters Score -2403040 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2403187.500000 Penalty: 4907.895508
	Iteration 7Q: 3 clusters Score -2403188 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2403332.000000 Penalty: 4907.895508
	Iteration 8Q: 3 clusters Score -2403332 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2403515.000000 Penalty: 4907.895508
	Iteration 9Q: 3 clusters Score -2403515 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2403708.500000 Penalty: 4907.895508
	Iteration 10Q: 3 clusters Score -2403708 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2403956.250000 Penalty: 4907.895508
	Iteration 11Q: 3 clusters Score -2403956 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2404299.500000 Penalty: 4907.895508
	Iteration 12Q: 3 clusters Score -2404300 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2404822.250000 Penalty: 4907.895508
	Iteration 13Q: 3 clusters Score -2404822 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2405492.500000 Penalty: 4907.895508
	Iteration 14F: 3 clusters Score -2405492 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2406316.250000 Penalty: 4907.895508
	Iteration 15F: 3 clusters Score -2406316 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2407141.000000 Penalty: 4907.895508
	Iteration 16Q: 3 clusters Score -2407141 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2407966.000000 Penalty: 4907.895508
	Iteration 17Q: 3 clusters Score -2407966 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2408584.500000 Penalty: 4907.895508
	Iteration 18Q: 3 clusters Score -2408584 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2408902.500000 Penalty: 4907.895508
	Iteration 19Q: 3 clusters Score -2408902 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2409035.750000 Penalty: 4907.895508
	Iteration 20F: 3 clusters Score -2409036 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2409110.000000 Penalty: 4907.895508
	Iteration 21Q: 3 clusters Score -2409110 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2409150.250000 Penalty: 4907.895508
	Iteration 22Q: 3 clusters Score -2409150 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2409165.750000 Penalty: 4907.895508
	Iteration 23Q: 3 clusters Score -2409166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2409189.750000 Penalty: 4907.895508
	Iteration 24Q: 3 clusters Score -2409190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2409196.250000 Penalty: 4907.895508
	Iteration 25Q: 3 clusters Score -2409196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2409212.750000 Penalty: 4907.895508
	Iteration 26Q: 3 clusters Score -2409213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2409212.250000 Penalty: 4907.895508
	Iteration 27Q: 3 clusters Score -2409212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2409220.000000 Penalty: 4907.895508
	Iteration 28Q: 3 clusters Score -2409220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2409219.500000 Penalty: 4907.895508
	Iteration 29Q: 3 clusters Score -2409220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2409226.500000 Penalty: 4907.895508
	Iteration 30Q: 3 clusters Score -2409226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2409237.250000 Penalty: 4907.895508
	Iteration 31Q: 3 clusters Score -2409237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2409246.750000 Penalty: 4907.895508
	Iteration 32Q: 3 clusters Score -2409247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2409247.000000 Penalty: 4907.895508
	Iteration 33Q: 3 clusters Score -2409247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2409253.250000 Penalty: 4907.895508
	Iteration 34Q: 3 clusters Score -2409253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2409257.250000 Penalty: 4907.895508
	Iteration 35Q: 3 clusters Score -2409257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2409264.750000 Penalty: 4907.895508
	Iteration 36Q: 3 clusters Score -2409265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2409267.000000 Penalty: 4907.895508
	Iteration 37Q: 3 clusters Score -2409267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2409264.750000 Penalty: 4907.895508
	Iteration 38Q: 3 clusters Score -2409265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2409266.500000 Penalty: 4907.895508
	Iteration 39Q: 3 clusters Score -2409266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2409268.750000 Penalty: 4907.895508
	Iteration 40F: 3 clusters Score -2409269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2409267.500000 Penalty: 4907.895508
	Iteration 41Q: 3 clusters Score -2409268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2409268.000000 Penalty: 4907.895508
	Iteration 42Q: 3 clusters Score -2409268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2409268.750000 Penalty: 4907.895508
	Iteration 43Q: 3 clusters Score -2409269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2409270.250000 Penalty: 4907.895508
	Iteration 44Q: 3 clusters Score -2409270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2409271.000000 Penalty: 4907.895508
	Iteration 45Q: 3 clusters Score -2409271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2409271.000000 Penalty: 4907.895508
	Iteration 46F: 3 clusters Score -2409271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -124780.804688 Penalty: 1764.462769
	Iteration 0F: 2 clusters Score -124780.8 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 591 members 
Entering Unmasked Estep 
Score: -122759.046875 Penalty: 3528.925537
	Iteration 0F: 3 clusters Score -122759 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -123220.859375 Penalty: 3528.925537
	Iteration 1F: 3 clusters Score -123220.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -123476.656250 Penalty: 3528.925537
	Iteration 2F: 3 clusters Score -123476.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -123713.835938 Penalty: 3528.925537
	Iteration 3F: 3 clusters Score -123713.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -124064.210938 Penalty: 3528.925537
	Iteration 4F: 3 clusters Score -124064.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -124303.140625 Penalty: 3528.925537
	Iteration 5F: 3 clusters Score -124303.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -124504.289062 Penalty: 3528.925537
	Iteration 6Q: 3 clusters Score -124504.3 nChanged 53
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: -124645.609375 Penalty: 3528.925537
	Iteration 7Q: 3 clusters Score -124645.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -124731.945312 Penalty: 3528.925537
	Iteration 8Q: 3 clusters Score -124731.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -124812.945312 Penalty: 3528.925537
	Iteration 9Q: 3 clusters Score -124812.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -124855.007812 Penalty: 3528.925537
	Iteration 10Q: 3 clusters Score -124855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -124892.750000 Penalty: 3528.925537
	Iteration 11Q: 3 clusters Score -124892.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -124917.039062 Penalty: 3528.925537
	Iteration 12Q: 3 clusters Score -124917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -124940.085938 Penalty: 3528.925537
	Iteration 13Q: 3 clusters Score -124940.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -124960.632812 Penalty: 3528.925537
	Iteration 14Q: 3 clusters Score -124960.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -124975.195312 Penalty: 3528.925537
	Iteration 15Q: 3 clusters Score -124975.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -124991.023438 Penalty: 3528.925537
	Iteration 16Q: 3 clusters Score -124991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -125009.218750 Penalty: 3528.925537
	Iteration 17Q: 3 clusters Score -125009.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -125042.562500 Penalty: 3528.925537
	Iteration 18Q: 3 clusters Score -125042.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -125071.296875 Penalty: 3528.925537
	Iteration 19Q: 3 clusters Score -125071.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -125087.351562 Penalty: 3528.925537
	Iteration 20F: 3 clusters Score -125087.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -125101.867188 Penalty: 3528.925537
	Iteration 21Q: 3 clusters Score -125101.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -125113.679688 Penalty: 3528.925537
	Iteration 22Q: 3 clusters Score -125113.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -125120.953125 Penalty: 3528.925537
	Iteration 23Q: 3 clusters Score -125121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -125124.218750 Penalty: 3528.925537
	Iteration 24Q: 3 clusters Score -125124.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -125124.218750 Penalty: 3528.925537
	Iteration 25F: 3 clusters Score -125124.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19830 members 
Mstep: Class 4 contains 803 members 
Mstep: Class 5 contains 208791 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 1530 members 
Mstep: Class 8 contains 86496 members 
Mstep: Class 10 contains 28481 members 
Mstep: Class 11 contains 10406 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 223945 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 33301 members 
Mstep: Class 19 contains 25036 members 
Mstep: Class 21 contains 211197 members 
Mstep: Class 22 contains 4419 members 
Mstep: Class 23 contains 9821 members 
Entering Unmasked Estep 
Score: -104278208.000000 Penalty: 64462.460938
Splitting cluster 4 changes total score from -104279240.000000 to -104278208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (208791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208791 members 
Entering Unmasked Estep 
Score: -25429068.000000 Penalty: 3037.774170
	Iteration 0F: 2 clusters Score -2.542907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105192 members 
Mstep: Class 2 contains 103599 members 
Entering Unmasked Estep 
Score: -25295562.000000 Penalty: 6075.548340
	Iteration 0F: 3 clusters Score -2.529556e+07 nChanged 100513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117659 members 
Mstep: Class 2 contains 91132 members 
Entering Unmasked Estep 
Score: -25355618.000000 Penalty: 6075.548340
	Iteration 1F: 3 clusters Score -2.535562e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125537 members 
Mstep: Class 2 contains 83254 members 
Entering Unmasked Estep 
Score: -25358952.000000 Penalty: 6075.548340
	Iteration 2Q: 3 clusters Score -2.535895e+07 nChanged 12243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137342 members 
Mstep: Class 2 contains 71449 members 
Entering Unmasked Estep 
Score: -25365650.000000 Penalty: 6075.548340
	Iteration 3F: 3 clusters Score -2.536565e+07 nChanged 16943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154073 members 
Mstep: Class 2 contains 54718 members 
Entering Unmasked Estep 
Score: -25378368.000000 Penalty: 6075.548340
	Iteration 4F: 3 clusters Score -2.537837e+07 nChanged 20596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174531 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -25396568.000000 Penalty: 6075.548340
	Iteration 5F: 3 clusters Score -2.539657e+07 nChanged 18059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192494 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -25413546.000000 Penalty: 6075.548340
	Iteration 6F: 3 clusters Score -2.541355e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202607 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -25422262.000000 Penalty: 6075.548340
	Iteration 7Q: 3 clusters Score -2.542226e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206305 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -25425240.000000 Penalty: 6075.548340
	Iteration 8Q: 3 clusters Score -2.542524e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207318 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -25426350.000000 Penalty: 6075.548340
	Iteration 9Q: 3 clusters Score -2.542635e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207531 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -25426780.000000 Penalty: 6075.548340
	Iteration 10Q: 3 clusters Score -2.542678e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207549 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -25426884.000000 Penalty: 6075.548340
	Iteration 11Q: 3 clusters Score -2.542688e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207533 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -25427020.000000 Penalty: 6075.548340
	Iteration 12Q: 3 clusters Score -2.542702e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207505 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -25427106.000000 Penalty: 6075.548340
	Iteration 13Q: 3 clusters Score -2.542711e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207483 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -25427122.000000 Penalty: 6075.548340
	Iteration 14Q: 3 clusters Score -2.542712e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207458 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -25427228.000000 Penalty: 6075.548340
	Iteration 15Q: 3 clusters Score -2.542723e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207440 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -25427230.000000 Penalty: 6075.548340
	Iteration 16Q: 3 clusters Score -2.542723e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207409 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -25427268.000000 Penalty: 6075.548340
	Iteration 17Q: 3 clusters Score -2.542727e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207385 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -25427250.000000 Penalty: 6075.548340
	Iteration 18Q: 3 clusters Score -2.542725e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207366 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -25427268.000000 Penalty: 6075.548340
	Iteration 19Q: 3 clusters Score -2.542727e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207344 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -25427280.000000 Penalty: 6075.548340
	Iteration 20F: 3 clusters Score -2.542728e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207312 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -25427312.000000 Penalty: 6075.548340
	Iteration 21Q: 3 clusters Score -2.542731e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207275 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -25427342.000000 Penalty: 6075.548340
	Iteration 22Q: 3 clusters Score -2.542734e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207236 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -25427378.000000 Penalty: 6075.548340
	Iteration 23Q: 3 clusters Score -2.542738e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207208 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -25427394.000000 Penalty: 6075.548340
	Iteration 24Q: 3 clusters Score -2.542739e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207187 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -25427428.000000 Penalty: 6075.548340
	Iteration 25Q: 3 clusters Score -2.542743e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207167 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -25427442.000000 Penalty: 6075.548340
	Iteration 26Q: 3 clusters Score -2.542744e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207138 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -25427450.000000 Penalty: 6075.548340
	Iteration 27Q: 3 clusters Score -2.542745e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207113 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -25427484.000000 Penalty: 6075.548340
	Iteration 28Q: 3 clusters Score -2.542748e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207092 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -25427486.000000 Penalty: 6075.548340
	Iteration 29Q: 3 clusters Score -2.542749e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207073 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -25427486.000000 Penalty: 6075.548340
	Iteration 30Q: 3 clusters Score -2.542749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207059 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -25427470.000000 Penalty: 6075.548340
	Iteration 31Q: 3 clusters Score -2.542747e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207043 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -25427482.000000 Penalty: 6075.548340
	Iteration 32Q: 3 clusters Score -2.542748e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207036 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -25427498.000000 Penalty: 6075.548340
	Iteration 33Q: 3 clusters Score -2.54275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207025 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -25427516.000000 Penalty: 6075.548340
	Iteration 34Q: 3 clusters Score -2.542752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207020 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -25427548.000000 Penalty: 6075.548340
	Iteration 35Q: 3 clusters Score -2.542755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207020 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -25427538.000000 Penalty: 6075.548340
	Iteration 36Q: 3 clusters Score -2.542754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207017 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -25427534.000000 Penalty: 6075.548340
	Iteration 37Q: 3 clusters Score -2.542753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207013 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -25427518.000000 Penalty: 6075.548340
	Iteration 38Q: 3 clusters Score -2.542752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207011 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -25427526.000000 Penalty: 6075.548340
	Iteration 39Q: 3 clusters Score -2.542753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207011 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -25427526.000000 Penalty: 6075.548340
	Iteration 40F: 3 clusters Score -2.542753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -174811.484375 Penalty: 1818.589722
	Iteration 0F: 2 clusters Score -174811.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -172546.593750 Penalty: 3637.179443
	Iteration 0F: 3 clusters Score -172546.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -172992.687500 Penalty: 3637.179443
	Iteration 1F: 3 clusters Score -172992.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -173131.875000 Penalty: 3637.179443
	Iteration 2F: 3 clusters Score -173131.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -173208.046875 Penalty: 3637.179443
	Iteration 3Q: 3 clusters Score -173208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -173265.109375 Penalty: 3637.179443
	Iteration 4Q: 3 clusters Score -173265.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -173319.937500 Penalty: 3637.179443
	Iteration 5Q: 3 clusters Score -173319.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -173378.500000 Penalty: 3637.179443
	Iteration 6Q: 3 clusters Score -173378.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -173413.218750 Penalty: 3637.179443
	Iteration 7Q: 3 clusters Score -173413.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -173434.687500 Penalty: 3637.179443
	Iteration 8Q: 3 clusters Score -173434.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -173457.078125 Penalty: 3637.179443
	Iteration 9Q: 3 clusters Score -173457.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -173473.484375 Penalty: 3637.179443
	Iteration 10Q: 3 clusters Score -173473.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -173481.812500 Penalty: 3637.179443
	Iteration 11Q: 3 clusters Score -173481.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -173491.328125 Penalty: 3637.179443
	Iteration 12Q: 3 clusters Score -173491.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -173499.984375 Penalty: 3637.179443
	Iteration 13Q: 3 clusters Score -173500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -173508.671875 Penalty: 3637.179443
	Iteration 14Q: 3 clusters Score -173508.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -173514.218750 Penalty: 3637.179443
	Iteration 15Q: 3 clusters Score -173514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -173516.656250 Penalty: 3637.179443
	Iteration 16Q: 3 clusters Score -173516.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -173520.531250 Penalty: 3637.179443
	Iteration 17Q: 3 clusters Score -173520.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -173522.421875 Penalty: 3637.179443
	Iteration 18Q: 3 clusters Score -173522.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -173526.031250 Penalty: 3637.179443
	Iteration 19Q: 3 clusters Score -173526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -173526.781250 Penalty: 3637.179443
	Iteration 20F: 3 clusters Score -173526.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (86496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86496 members 
Entering Unmasked Estep 
Score: -10595107.000000 Penalty: 2819.227539
	Iteration 0F: 2 clusters Score -1.059511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -10537344.000000 Penalty: 5638.455078
	Iteration 0F: 3 clusters Score -1.053734e+07 nChanged 40676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -10560335.000000 Penalty: 5638.455078
	Iteration 1F: 3 clusters Score -1.056034e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -10561062.000000 Penalty: 5638.455078
	Iteration 2Q: 3 clusters Score -1.056106e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -10562171.000000 Penalty: 5638.455078
	Iteration 3Q: 3 clusters Score -1.056217e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -10563850.000000 Penalty: 5638.455078
	Iteration 4Q: 3 clusters Score -1.056385e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -10566959.000000 Penalty: 5638.455078
	Iteration 5F: 3 clusters Score -1.056696e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -10572551.000000 Penalty: 5638.455078
	Iteration 6F: 3 clusters Score -1.057255e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -10580477.000000 Penalty: 5638.455078
	Iteration 7F: 3 clusters Score -1.058048e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81356 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -10587457.000000 Penalty: 5638.455078
	Iteration 8F: 3 clusters Score -1.058746e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84882 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -10591173.000000 Penalty: 5638.455078
	Iteration 9Q: 3 clusters Score -1.059117e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85937 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10592229.000000 Penalty: 5638.455078
	Iteration 10Q: 3 clusters Score -1.059223e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10592481.000000 Penalty: 5638.455078
	Iteration 11Q: 3 clusters Score -1.059248e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86217 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10592566.000000 Penalty: 5638.455078
	Iteration 12Q: 3 clusters Score -1.059257e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10592635.000000 Penalty: 5638.455078
	Iteration 13Q: 3 clusters Score -1.059264e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86239 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10592666.000000 Penalty: 5638.455078
	Iteration 14Q: 3 clusters Score -1.059267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10592687.000000 Penalty: 5638.455078
	Iteration 15Q: 3 clusters Score -1.059269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10592700.000000 Penalty: 5638.455078
	Iteration 16Q: 3 clusters Score -1.05927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10592722.000000 Penalty: 5638.455078
	Iteration 17Q: 3 clusters Score -1.059272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86244 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -10592721.000000 Penalty: 5638.455078
	Iteration 18Q: 3 clusters Score -1.059272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86243 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10592720.000000 Penalty: 5638.455078
	Iteration 19Q: 3 clusters Score -1.059272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86246 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10592734.000000 Penalty: 5638.455078
	Iteration 20F: 3 clusters Score -1.059273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10592744.000000 Penalty: 5638.455078
	Iteration 21Q: 3 clusters Score -1.059274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10592743.000000 Penalty: 5638.455078
	Iteration 22Q: 3 clusters Score -1.059274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10592742.000000 Penalty: 5638.455078
	Iteration 23Q: 3 clusters Score -1.059274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10592747.000000 Penalty: 5638.455078
	Iteration 24Q: 3 clusters Score -1.059275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86252 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10592744.000000 Penalty: 5638.455078
	Iteration 25Q: 3 clusters Score -1.059274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10592751.000000 Penalty: 5638.455078
	Iteration 26Q: 3 clusters Score -1.059275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10592751.000000 Penalty: 5638.455078
	Iteration 27F: 3 clusters Score -1.059275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Entering Unmasked Estep 
Score: -3404525.750000 Penalty: 2543.734131
	Iteration 0F: 2 clusters Score -3404526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3384906.750000 Penalty: 5087.468262
	Iteration 0F: 3 clusters Score -3384907 nChanged 12818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3391728.250000 Penalty: 5087.468262
	Iteration 1F: 3 clusters Score -3391728 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3392143.250000 Penalty: 5087.468262
	Iteration 2Q: 3 clusters Score -3392143 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3392518.750000 Penalty: 5087.468262
	Iteration 3Q: 3 clusters Score -3392519 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -3392879.500000 Penalty: 5087.468262
	Iteration 4Q: 3 clusters Score -3392880 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3393284.750000 Penalty: 5087.468262
	Iteration 5Q: 3 clusters Score -3393285 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -3393754.250000 Penalty: 5087.468262
	Iteration 6Q: 3 clusters Score -3393754 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -3394354.250000 Penalty: 5087.468262
	Iteration 7Q: 3 clusters Score -3394354 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -3395178.000000 Penalty: 5087.468262
	Iteration 8F: 3 clusters Score -3395178 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -3396337.250000 Penalty: 5087.468262
	Iteration 9F: 3 clusters Score -3396337 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3397750.750000 Penalty: 5087.468262
	Iteration 10F: 3 clusters Score -3397751 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -3399309.000000 Penalty: 5087.468262
	Iteration 11F: 3 clusters Score -3399309 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -3400616.500000 Penalty: 5087.468262
	Iteration 12Q: 3 clusters Score -3400616 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -3401434.250000 Penalty: 5087.468262
	Iteration 13Q: 3 clusters Score -3401434 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3401837.250000 Penalty: 5087.468262
	Iteration 14Q: 3 clusters Score -3401837 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -3402021.500000 Penalty: 5087.468262
	Iteration 15Q: 3 clusters Score -3402022 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -3402123.750000 Penalty: 5087.468262
	Iteration 16Q: 3 clusters Score -3402124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -3402183.750000 Penalty: 5087.468262
	Iteration 17Q: 3 clusters Score -3402184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3402207.750000 Penalty: 5087.468262
	Iteration 18Q: 3 clusters Score -3402208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3402219.000000 Penalty: 5087.468262
	Iteration 19Q: 3 clusters Score -3402219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3402226.250000 Penalty: 5087.468262
	Iteration 20F: 3 clusters Score -3402226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -3402230.250000 Penalty: 5087.468262
	Iteration 21Q: 3 clusters Score -3402230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -3402230.500000 Penalty: 5087.468262
	Iteration 22Q: 3 clusters Score -3402230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -3402235.250000 Penalty: 5087.468262
	Iteration 23Q: 3 clusters Score -3402235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -3402237.250000 Penalty: 5087.468262
	Iteration 24Q: 3 clusters Score -3402237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3402250.500000 Penalty: 5087.468262
	Iteration 25Q: 3 clusters Score -3402250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -3402254.000000 Penalty: 5087.468262
	Iteration 26Q: 3 clusters Score -3402254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -3402259.750000 Penalty: 5087.468262
	Iteration 27Q: 3 clusters Score -3402260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3402265.250000 Penalty: 5087.468262
	Iteration 28Q: 3 clusters Score -3402265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -3402270.000000 Penalty: 5087.468262
	Iteration 29Q: 3 clusters Score -3402270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -3402278.000000 Penalty: 5087.468262
	Iteration 30Q: 3 clusters Score -3402278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -3402278.000000 Penalty: 5087.468262
	Iteration 31F: 3 clusters Score -3402278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Entering Unmasked Estep 
Score: -1210386.250000 Penalty: 2294.034180
	Iteration 0F: 2 clusters Score -1210386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1202503.375000 Penalty: 4588.068359
	Iteration 0F: 3 clusters Score -1202503 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1204954.625000 Penalty: 4588.068359
	Iteration 1F: 3 clusters Score -1204955 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1205421.750000 Penalty: 4588.068359
	Iteration 2F: 3 clusters Score -1205422 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1205796.875000 Penalty: 4588.068359
	Iteration 3F: 3 clusters Score -1205797 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1206115.375000 Penalty: 4588.068359
	Iteration 4F: 3 clusters Score -1206115 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1206380.250000 Penalty: 4588.068359
	Iteration 5Q: 3 clusters Score -1206380 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1206603.375000 Penalty: 4588.068359
	Iteration 6Q: 3 clusters Score -1206603 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1206815.625000 Penalty: 4588.068359
	Iteration 7Q: 3 clusters Score -1206816 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1207044.125000 Penalty: 4588.068359
	Iteration 8Q: 3 clusters Score -1207044 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1207272.375000 Penalty: 4588.068359
	Iteration 9Q: 3 clusters Score -1207272 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1207485.375000 Penalty: 4588.068359
	Iteration 10Q: 3 clusters Score -1207485 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1207716.875000 Penalty: 4588.068359
	Iteration 11Q: 3 clusters Score -1207717 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1207939.750000 Penalty: 4588.068359
	Iteration 12Q: 3 clusters Score -1207940 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1208151.375000 Penalty: 4588.068359
	Iteration 13Q: 3 clusters Score -1208151 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1208330.125000 Penalty: 4588.068359
	Iteration 14Q: 3 clusters Score -1208330 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1208487.500000 Penalty: 4588.068359
	Iteration 15Q: 3 clusters Score -1208488 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1208609.000000 Penalty: 4588.068359
	Iteration 16Q: 3 clusters Score -1208609 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1208690.750000 Penalty: 4588.068359
	Iteration 17Q: 3 clusters Score -1208691 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1208752.125000 Penalty: 4588.068359
	Iteration 18Q: 3 clusters Score -1208752 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1208801.500000 Penalty: 4588.068359
	Iteration 19Q: 3 clusters Score -1208802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1208823.125000 Penalty: 4588.068359
	Iteration 20F: 3 clusters Score -1208823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1208840.750000 Penalty: 4588.068359
	Iteration 21Q: 3 clusters Score -1208841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1208855.000000 Penalty: 4588.068359
	Iteration 22Q: 3 clusters Score -1208855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1208862.000000 Penalty: 4588.068359
	Iteration 23Q: 3 clusters Score -1208862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1208868.500000 Penalty: 4588.068359
	Iteration 24Q: 3 clusters Score -1208868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1208874.625000 Penalty: 4588.068359
	Iteration 25Q: 3 clusters Score -1208875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1208878.250000 Penalty: 4588.068359
	Iteration 26Q: 3 clusters Score -1208878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1208882.000000 Penalty: 4588.068359
	Iteration 27Q: 3 clusters Score -1208882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1208882.875000 Penalty: 4588.068359
	Iteration 28Q: 3 clusters Score -1208883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1208884.375000 Penalty: 4588.068359
	Iteration 29Q: 3 clusters Score -1208884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1208885.000000 Penalty: 4588.068359
	Iteration 30Q: 3 clusters Score -1208885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1208887.125000 Penalty: 4588.068359
	Iteration 31Q: 3 clusters Score -1208887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1208887.625000 Penalty: 4588.068359
	Iteration 32Q: 3 clusters Score -1208888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1208888.625000 Penalty: 4588.068359
	Iteration 33Q: 3 clusters Score -1208889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1208888.375000 Penalty: 4588.068359
	Iteration 34Q: 3 clusters Score -1208888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1208888.375000 Penalty: 4588.068359
	Iteration 35F: 3 clusters Score -1208888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -63532.867188 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -63532.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61959.652344 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -61959.65 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -62181.546875 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -62181.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -62357.136719 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -62357.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62454.503906 Penalty: 3200.998047
	Iteration 3F: 3 clusters Score -62454.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62531.722656 Penalty: 3200.998047
	Iteration 4F: 3 clusters Score -62531.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -62562.261719 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -62562.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -62586.898438 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -62586.9 nChanged 8
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: -62599.089844 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -62599.09 nChanged 5
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: -62628.671875 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -62628.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -62660.679688 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -62660.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -62720.843750 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -62720.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -62728.835938 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -62728.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -62732.542969 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -62732.54 nChanged 2
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: -62740.074219 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -62740.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62745.429688 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -62745.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62745.429688 Penalty: 3200.998047
	Iteration 15F: 3 clusters Score -62745.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (223945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223945 members 
Entering Unmasked Estep 
Score: -27145394.000000 Penalty: 3055.150635
	Iteration 0F: 2 clusters Score -2.714539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112377 members 
Mstep: Class 2 contains 111568 members 
Entering Unmasked Estep 
Score: -27000692.000000 Penalty: 6110.301270
	Iteration 0F: 3 clusters Score -2.700069e+07 nChanged 107713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119162 members 
Mstep: Class 2 contains 104783 members 
Entering Unmasked Estep 
Score: -27066108.000000 Penalty: 6110.301270
	Iteration 1F: 3 clusters Score -2.706611e+07 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123426 members 
Mstep: Class 2 contains 100519 members 
Entering Unmasked Estep 
Score: -27069722.000000 Penalty: 6110.301270
	Iteration 2Q: 3 clusters Score -2.706972e+07 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129795 members 
Mstep: Class 2 contains 94150 members 
Entering Unmasked Estep 
Score: -27075472.000000 Penalty: 6110.301270
	Iteration 3F: 3 clusters Score -2.707547e+07 nChanged 14395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138854 members 
Mstep: Class 2 contains 85091 members 
Entering Unmasked Estep 
Score: -27084940.000000 Penalty: 6110.301270
	Iteration 4F: 3 clusters Score -2.708494e+07 nChanged 16691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149955 members 
Mstep: Class 2 contains 73990 members 
Entering Unmasked Estep 
Score: -27098286.000000 Penalty: 6110.301270
	Iteration 5F: 3 clusters Score -2.709829e+07 nChanged 16583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160648 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
Score: -27112794.000000 Penalty: 6110.301270
	Iteration 6F: 3 clusters Score -2.711279e+07 nChanged 13326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167828 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -27122564.000000 Penalty: 6110.301270
	Iteration 7F: 3 clusters Score -2.712256e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172191 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -27127014.000000 Penalty: 6110.301270
	Iteration 8Q: 3 clusters Score -2.712701e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175724 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -27128992.000000 Penalty: 6110.301270
	Iteration 9Q: 3 clusters Score -2.712899e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179071 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -27130506.000000 Penalty: 6110.301270
	Iteration 10Q: 3 clusters Score -2.713051e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182339 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -27131616.000000 Penalty: 6110.301270
	Iteration 11Q: 3 clusters Score -2.713162e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185503 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -27133092.000000 Penalty: 6110.301270
	Iteration 12Q: 3 clusters Score -2.713309e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188697 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -27134470.000000 Penalty: 6110.301270
	Iteration 13Q: 3 clusters Score -2.713447e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191794 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -27135812.000000 Penalty: 6110.301270
	Iteration 14Q: 3 clusters Score -2.713581e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194681 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -27136944.000000 Penalty: 6110.301270
	Iteration 15Q: 3 clusters Score -2.713694e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197328 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -27138048.000000 Penalty: 6110.301270
	Iteration 16Q: 3 clusters Score -2.713805e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199742 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -27138926.000000 Penalty: 6110.301270
	Iteration 17Q: 3 clusters Score -2.713893e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201912 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -27139510.000000 Penalty: 6110.301270
	Iteration 18Q: 3 clusters Score -2.713951e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203893 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -27140168.000000 Penalty: 6110.301270
	Iteration 19Q: 3 clusters Score -2.714017e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205678 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -27140680.000000 Penalty: 6110.301270
	Iteration 20F: 3 clusters Score -2.714068e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207337 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -27141132.000000 Penalty: 6110.301270
	Iteration 21Q: 3 clusters Score -2.714113e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208788 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -27141620.000000 Penalty: 6110.301270
	Iteration 22Q: 3 clusters Score -2.714162e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210043 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -27142080.000000 Penalty: 6110.301270
	Iteration 23Q: 3 clusters Score -2.714208e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211167 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -27142424.000000 Penalty: 6110.301270
	Iteration 24Q: 3 clusters Score -2.714242e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212213 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -27142558.000000 Penalty: 6110.301270
	Iteration 25Q: 3 clusters Score -2.714256e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213144 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -27142746.000000 Penalty: 6110.301270
	Iteration 26Q: 3 clusters Score -2.714275e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214015 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -27142856.000000 Penalty: 6110.301270
	Iteration 27Q: 3 clusters Score -2.714286e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214778 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -27143118.000000 Penalty: 6110.301270
	Iteration 28Q: 3 clusters Score -2.714312e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215414 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -27143298.000000 Penalty: 6110.301270
	Iteration 29Q: 3 clusters Score -2.71433e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215983 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -27143316.000000 Penalty: 6110.301270
	Iteration 30Q: 3 clusters Score -2.714332e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216513 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -27143424.000000 Penalty: 6110.301270
	Iteration 31Q: 3 clusters Score -2.714342e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216978 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -27143624.000000 Penalty: 6110.301270
	Iteration 32Q: 3 clusters Score -2.714362e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217396 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -27143618.000000 Penalty: 6110.301270
	Iteration 33Q: 3 clusters Score -2.714362e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217771 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -27143620.000000 Penalty: 6110.301270
	Iteration 34Q: 3 clusters Score -2.714362e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218120 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -27143636.000000 Penalty: 6110.301270
	Iteration 35Q: 3 clusters Score -2.714364e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218446 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -27143668.000000 Penalty: 6110.301270
	Iteration 36Q: 3 clusters Score -2.714367e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218709 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -27143688.000000 Penalty: 6110.301270
	Iteration 37Q: 3 clusters Score -2.714369e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218931 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -27143700.000000 Penalty: 6110.301270
	Iteration 38Q: 3 clusters Score -2.71437e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219124 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -27143748.000000 Penalty: 6110.301270
	Iteration 39Q: 3 clusters Score -2.714375e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219293 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -27143754.000000 Penalty: 6110.301270
	Iteration 40F: 3 clusters Score -2.714375e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219450 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -27143780.000000 Penalty: 6110.301270
	Iteration 41Q: 3 clusters Score -2.714378e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219589 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -27143790.000000 Penalty: 6110.301270
	Iteration 42Q: 3 clusters Score -2.714379e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219724 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -27143824.000000 Penalty: 6110.301270
	Iteration 43Q: 3 clusters Score -2.714382e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219861 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -27143742.000000 Penalty: 6110.301270
	Iteration 44Q: 3 clusters Score -2.714374e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219995 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -27143764.000000 Penalty: 6110.301270
	Iteration 45Q: 3 clusters Score -2.714376e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220106 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -27143770.000000 Penalty: 6110.301270
	Iteration 46Q: 3 clusters Score -2.714377e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220210 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -27143768.000000 Penalty: 6110.301270
	Iteration 47Q: 3 clusters Score -2.714377e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220286 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -27143786.000000 Penalty: 6110.301270
	Iteration 48Q: 3 clusters Score -2.714379e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220356 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -27143790.000000 Penalty: 6110.301270
	Iteration 49Q: 3 clusters Score -2.714379e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220426 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -27143834.000000 Penalty: 6110.301270
	Iteration 50Q: 3 clusters Score -2.714383e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220487 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -27143822.000000 Penalty: 6110.301270
	Iteration 51Q: 3 clusters Score -2.714382e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220543 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -27143840.000000 Penalty: 6110.301270
	Iteration 52Q: 3 clusters Score -2.714384e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220597 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -27143828.000000 Penalty: 6110.301270
	Iteration 53Q: 3 clusters Score -2.714383e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220641 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -27143826.000000 Penalty: 6110.301270
	Iteration 54Q: 3 clusters Score -2.714383e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220670 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -27143844.000000 Penalty: 6110.301270
	Iteration 55Q: 3 clusters Score -2.714384e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220694 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -27143860.000000 Penalty: 6110.301270
	Iteration 56Q: 3 clusters Score -2.714386e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220713 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -27143836.000000 Penalty: 6110.301270
	Iteration 57Q: 3 clusters Score -2.714384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220724 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -27143842.000000 Penalty: 6110.301270
	Iteration 58Q: 3 clusters Score -2.714384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220732 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -27143860.000000 Penalty: 6110.301270
	Iteration 59Q: 3 clusters Score -2.714386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220737 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -27143862.000000 Penalty: 6110.301270
	Iteration 60F: 3 clusters Score -2.714386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220743 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -27143856.000000 Penalty: 6110.301270
	Iteration 61Q: 3 clusters Score -2.714386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220750 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -27143862.000000 Penalty: 6110.301270
	Iteration 62Q: 3 clusters Score -2.714386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220754 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -27143838.000000 Penalty: 6110.301270
	Iteration 63Q: 3 clusters Score -2.714384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220762 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -27143850.000000 Penalty: 6110.301270
	Iteration 64Q: 3 clusters Score -2.714385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220767 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -27143830.000000 Penalty: 6110.301270
	Iteration 65Q: 3 clusters Score -2.714383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220774 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -27143822.000000 Penalty: 6110.301270
	Iteration 66Q: 3 clusters Score -2.714382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220779 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -27143824.000000 Penalty: 6110.301270
	Iteration 67Q: 3 clusters Score -2.714382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220783 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -27143828.000000 Penalty: 6110.301270
	Iteration 68Q: 3 clusters Score -2.714383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220789 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -27143828.000000 Penalty: 6110.301270
	Iteration 69Q: 3 clusters Score -2.714383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220796 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -27143832.000000 Penalty: 6110.301270
	Iteration 70Q: 3 clusters Score -2.714383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220798 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -27143836.000000 Penalty: 6110.301270
	Iteration 71Q: 3 clusters Score -2.714384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220799 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -27143830.000000 Penalty: 6110.301270
	Iteration 72Q: 3 clusters Score -2.714383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220801 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -27143824.000000 Penalty: 6110.301270
	Iteration 73Q: 3 clusters Score -2.714382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220803 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -27143830.000000 Penalty: 6110.301270
	Iteration 74Q: 3 clusters Score -2.714383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220803 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -27143830.000000 Penalty: 6110.301270
	Iteration 75F: 3 clusters Score -2.714383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -51862.234375 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -51862.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50353.218750 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -50353.22 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -50601.753906 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -50601.75 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50689.585938 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -50689.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50740.910156 Penalty: 3183.509033
	Iteration 3Q: 3 clusters Score -50740.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50767.812500 Penalty: 3183.509033
	Iteration 4Q: 3 clusters Score -50767.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50786.503906 Penalty: 3183.509033
	Iteration 5Q: 3 clusters Score -50786.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50826.832031 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -50826.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50858.039062 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -50858.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50876.277344 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -50876.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -50913.781250 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -50913.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -50952.250000 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -50952.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50973.820312 Penalty: 3183.509033
	Iteration 11Q: 3 clusters Score -50973.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51011.769531 Penalty: 3183.509033
	Iteration 12Q: 3 clusters Score -51011.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51038.921875 Penalty: 3183.509033
	Iteration 13Q: 3 clusters Score -51038.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51062.308594 Penalty: 3183.509033
	Iteration 14Q: 3 clusters Score -51062.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51080.937500 Penalty: 3183.509033
	Iteration 15Q: 3 clusters Score -51080.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51094.296875 Penalty: 3183.509033
	Iteration 16Q: 3 clusters Score -51094.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51110.796875 Penalty: 3183.509033
	Iteration 17Q: 3 clusters Score -51110.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51129.742188 Penalty: 3183.509033
	Iteration 18Q: 3 clusters Score -51129.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51192.253906 Penalty: 3183.509033
	Iteration 19Q: 3 clusters Score -51192.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51306.914062 Penalty: 3183.509033
	Iteration 20F: 3 clusters Score -51306.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -51650.976562 Penalty: 3183.509033
	Iteration 21Q: 3 clusters Score -51650.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -51827.074219 Penalty: 3183.509033
	Iteration 22F: 3 clusters Score -51827.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -51944.914062 Penalty: 3183.509033
	Iteration 23Q: 3 clusters Score -51944.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -51992.996094 Penalty: 3183.509033
	Iteration 24Q: 3 clusters Score -51993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -52074.382812 Penalty: 3183.509033
	Iteration 25Q: 3 clusters Score -52074.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -52085.503906 Penalty: 3183.509033
	Iteration 26Q: 3 clusters Score -52085.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -52085.503906 Penalty: 3183.509033
	Iteration 27F: 3 clusters Score -52085.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19830 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208791 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 1530 members 
Mstep: Class 8 contains 86496 members 
Mstep: Class 10 contains 28481 members 
Mstep: Class 11 contains 10406 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 223945 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 33301 members 
Mstep: Class 19 contains 25036 members 
Mstep: Class 21 contains 211197 members 
Mstep: Class 22 contains 4419 members 
Mstep: Class 23 contains 9821 members 
Entering Unmasked Estep 
Score: -104277888.000000 Penalty: 64462.460938
Splitting cluster 14 changes total score from -104279240.000000 to -104277888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Entering Unmasked Estep 
Score: -436675.437500 Penalty: 2048.794678
	Iteration 0F: 2 clusters Score -436675.4 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 1918 members 
Entering Unmasked Estep 
Score: -432853.312500 Penalty: 4097.589355
	Iteration 0F: 3 clusters Score -432853.3 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -433727.187500 Penalty: 4097.589355
	Iteration 1F: 3 clusters Score -433727.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -433923.437500 Penalty: 4097.589355
	Iteration 2F: 3 clusters Score -433923.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -434068.250000 Penalty: 4097.589355
	Iteration 3Q: 3 clusters Score -434068.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -434193.562500 Penalty: 4097.589355
	Iteration 4Q: 3 clusters Score -434193.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -434346.000000 Penalty: 4097.589355
	Iteration 5Q: 3 clusters Score -434346 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -434536.812500 Penalty: 4097.589355
	Iteration 6Q: 3 clusters Score -434536.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -434766.343750 Penalty: 4097.589355
	Iteration 7Q: 3 clusters Score -434766.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -435043.406250 Penalty: 4097.589355
	Iteration 8F: 3 clusters Score -435043.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -435270.562500 Penalty: 4097.589355
	Iteration 9F: 3 clusters Score -435270.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -435422.343750 Penalty: 4097.589355
	Iteration 10Q: 3 clusters Score -435422.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -435504.437500 Penalty: 4097.589355
	Iteration 11Q: 3 clusters Score -435504.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -435547.406250 Penalty: 4097.589355
	Iteration 12Q: 3 clusters Score -435547.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -435579.531250 Penalty: 4097.589355
	Iteration 13Q: 3 clusters Score -435579.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -435604.937500 Penalty: 4097.589355
	Iteration 14Q: 3 clusters Score -435604.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -435621.625000 Penalty: 4097.589355
	Iteration 15Q: 3 clusters Score -435621.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -435631.812500 Penalty: 4097.589355
	Iteration 16Q: 3 clusters Score -435631.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -435641.906250 Penalty: 4097.589355
	Iteration 17Q: 3 clusters Score -435641.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -435648.187500 Penalty: 4097.589355
	Iteration 18Q: 3 clusters Score -435648.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -435654.937500 Penalty: 4097.589355
	Iteration 19Q: 3 clusters Score -435654.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -435659.406250 Penalty: 4097.589355
	Iteration 20F: 3 clusters Score -435659.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -435664.375000 Penalty: 4097.589355
	Iteration 21Q: 3 clusters Score -435664.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -435667.718750 Penalty: 4097.589355
	Iteration 22Q: 3 clusters Score -435667.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -435668.468750 Penalty: 4097.589355
	Iteration 23Q: 3 clusters Score -435668.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -435668.468750 Penalty: 4097.589355
	Iteration 24F: 3 clusters Score -435668.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (33301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Entering Unmasked Estep 
Score: -4110323.750000 Penalty: 2582.509033
	Iteration 0F: 2 clusters Score -4110324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -4087626.500000 Penalty: 5165.018066
	Iteration 0F: 3 clusters Score -4087626 nChanged 15121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -4095826.500000 Penalty: 5165.018066
	Iteration 1F: 3 clusters Score -4095826 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -4096299.250000 Penalty: 5165.018066
	Iteration 2Q: 3 clusters Score -4096299 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4096716.750000 Penalty: 5165.018066
	Iteration 3Q: 3 clusters Score -4096717 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -4097164.500000 Penalty: 5165.018066
	Iteration 4Q: 3 clusters Score -4097164 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -4097666.000000 Penalty: 5165.018066
	Iteration 5Q: 3 clusters Score -4097666 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -4098285.000000 Penalty: 5165.018066
	Iteration 6Q: 3 clusters Score -4098285 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -4099051.000000 Penalty: 5165.018066
	Iteration 7Q: 3 clusters Score -4099051 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -4100006.750000 Penalty: 5165.018066
	Iteration 8Q: 3 clusters Score -4100007 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -4101152.750000 Penalty: 5165.018066
	Iteration 9Q: 3 clusters Score -4101153 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -4102403.750000 Penalty: 5165.018066
	Iteration 10F: 3 clusters Score -4102404 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -4103608.000000 Penalty: 5165.018066
	Iteration 11F: 3 clusters Score -4103608 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -4104601.500000 Penalty: 5165.018066
	Iteration 12Q: 3 clusters Score -4104602 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -4105210.250000 Penalty: 5165.018066
	Iteration 13Q: 3 clusters Score -4105210 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -4105519.000000 Penalty: 5165.018066
	Iteration 14Q: 3 clusters Score -4105519 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -4105700.000000 Penalty: 5165.018066
	Iteration 15Q: 3 clusters Score -4105700 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -4105806.500000 Penalty: 5165.018066
	Iteration 16Q: 3 clusters Score -4105806 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -4105850.750000 Penalty: 5165.018066
	Iteration 17Q: 3 clusters Score -4105851 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -4105904.000000 Penalty: 5165.018066
	Iteration 18Q: 3 clusters Score -4105904 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -4105943.000000 Penalty: 5165.018066
	Iteration 19Q: 3 clusters Score -4105943 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -4105948.250000 Penalty: 5165.018066
	Iteration 20F: 3 clusters Score -4105948 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -4105975.250000 Penalty: 5165.018066
	Iteration 21Q: 3 clusters Score -4105975 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -4105983.000000 Penalty: 5165.018066
	Iteration 22Q: 3 clusters Score -4105983 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -4106009.000000 Penalty: 5165.018066
	Iteration 23Q: 3 clusters Score -4106009 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -4106027.000000 Penalty: 5165.018066
	Iteration 24Q: 3 clusters Score -4106027 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -4106059.250000 Penalty: 5165.018066
	Iteration 25Q: 3 clusters Score -4106059 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -4106070.750000 Penalty: 5165.018066
	Iteration 26Q: 3 clusters Score -4106071 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -4106078.750000 Penalty: 5165.018066
	Iteration 27Q: 3 clusters Score -4106079 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -4106089.250000 Penalty: 5165.018066
	Iteration 28Q: 3 clusters Score -4106089 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -4106114.500000 Penalty: 5165.018066
	Iteration 29Q: 3 clusters Score -4106114 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -4106142.500000 Penalty: 5165.018066
	Iteration 30Q: 3 clusters Score -4106142 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -4106151.750000 Penalty: 5165.018066
	Iteration 31Q: 3 clusters Score -4106152 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -4106170.500000 Penalty: 5165.018066
	Iteration 32Q: 3 clusters Score -4106170 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -4106190.250000 Penalty: 5165.018066
	Iteration 33Q: 3 clusters Score -4106190 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -4106206.500000 Penalty: 5165.018066
	Iteration 34Q: 3 clusters Score -4106206 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -4106224.250000 Penalty: 5165.018066
	Iteration 35Q: 3 clusters Score -4106224 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -4106266.750000 Penalty: 5165.018066
	Iteration 36Q: 3 clusters Score -4106267 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -4106300.250000 Penalty: 5165.018066
	Iteration 37Q: 3 clusters Score -4106300 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -4106319.000000 Penalty: 5165.018066
	Iteration 38Q: 3 clusters Score -4106319 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -4106340.000000 Penalty: 5165.018066
	Iteration 39Q: 3 clusters Score -4106340 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -4106370.000000 Penalty: 5165.018066
	Iteration 40F: 3 clusters Score -4106370 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -4106418.500000 Penalty: 5165.018066
	Iteration 41Q: 3 clusters Score -4106418 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -4106444.500000 Penalty: 5165.018066
	Iteration 42Q: 3 clusters Score -4106444 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -4106474.000000 Penalty: 5165.018066
	Iteration 43Q: 3 clusters Score -4106474 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -4106496.000000 Penalty: 5165.018066
	Iteration 44Q: 3 clusters Score -4106496 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -4106532.500000 Penalty: 5165.018066
	Iteration 45Q: 3 clusters Score -4106532 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -4106564.500000 Penalty: 5165.018066
	Iteration 46Q: 3 clusters Score -4106564 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -4106617.250000 Penalty: 5165.018066
	Iteration 47Q: 3 clusters Score -4106617 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -4106664.500000 Penalty: 5165.018066
	Iteration 48Q: 3 clusters Score -4106664 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -4106708.750000 Penalty: 5165.018066
	Iteration 49Q: 3 clusters Score -4106709 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -4106732.500000 Penalty: 5165.018066
	Iteration 50Q: 3 clusters Score -4106732 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -4106789.250000 Penalty: 5165.018066
	Iteration 51Q: 3 clusters Score -4106789 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -4106842.750000 Penalty: 5165.018066
	Iteration 52Q: 3 clusters Score -4106843 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -4106893.250000 Penalty: 5165.018066
	Iteration 53Q: 3 clusters Score -4106893 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -4106948.750000 Penalty: 5165.018066
	Iteration 54Q: 3 clusters Score -4106949 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -4106981.000000 Penalty: 5165.018066
	Iteration 55Q: 3 clusters Score -4106981 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -4107035.750000 Penalty: 5165.018066
	Iteration 56Q: 3 clusters Score -4107036 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -4107095.250000 Penalty: 5165.018066
	Iteration 57Q: 3 clusters Score -4107095 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -4107126.250000 Penalty: 5165.018066
	Iteration 58Q: 3 clusters Score -4107126 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -4107189.000000 Penalty: 5165.018066
	Iteration 59Q: 3 clusters Score -4107189 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -4107232.250000 Penalty: 5165.018066
	Iteration 60F: 3 clusters Score -4107232 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -4107273.250000 Penalty: 5165.018066
	Iteration 61Q: 3 clusters Score -4107273 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -4107327.500000 Penalty: 5165.018066
	Iteration 62Q: 3 clusters Score -4107328 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -4107362.000000 Penalty: 5165.018066
	Iteration 63Q: 3 clusters Score -4107362 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -4107431.750000 Penalty: 5165.018066
	Iteration 64Q: 3 clusters Score -4107432 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -4107497.000000 Penalty: 5165.018066
	Iteration 65Q: 3 clusters Score -4107497 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -4107564.000000 Penalty: 5165.018066
	Iteration 66Q: 3 clusters Score -4107564 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -4107613.000000 Penalty: 5165.018066
	Iteration 67Q: 3 clusters Score -4107613 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -4107679.500000 Penalty: 5165.018066
	Iteration 68Q: 3 clusters Score -4107680 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -4107748.500000 Penalty: 5165.018066
	Iteration 69Q: 3 clusters Score -4107748 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -4107806.750000 Penalty: 5165.018066
	Iteration 70Q: 3 clusters Score -4107807 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -4107850.250000 Penalty: 5165.018066
	Iteration 71Q: 3 clusters Score -4107850 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -4107890.750000 Penalty: 5165.018066
	Iteration 72Q: 3 clusters Score -4107891 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -4107928.000000 Penalty: 5165.018066
	Iteration 73Q: 3 clusters Score -4107928 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -4107949.750000 Penalty: 5165.018066
	Iteration 74Q: 3 clusters Score -4107950 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -4107972.000000 Penalty: 5165.018066
	Iteration 75Q: 3 clusters Score -4107972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -4107990.750000 Penalty: 5165.018066
	Iteration 76Q: 3 clusters Score -4107991 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -4108004.000000 Penalty: 5165.018066
	Iteration 77Q: 3 clusters Score -4108004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -4108022.750000 Penalty: 5165.018066
	Iteration 78Q: 3 clusters Score -4108023 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -4108045.000000 Penalty: 5165.018066
	Iteration 79Q: 3 clusters Score -4108045 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -4108059.750000 Penalty: 5165.018066
	Iteration 80F: 3 clusters Score -4108060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -4108074.500000 Penalty: 5165.018066
	Iteration 81Q: 3 clusters Score -4108074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -4108080.750000 Penalty: 5165.018066
	Iteration 82Q: 3 clusters Score -4108081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -4108094.000000 Penalty: 5165.018066
	Iteration 83Q: 3 clusters Score -4108094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -4108101.750000 Penalty: 5165.018066
	Iteration 84Q: 3 clusters Score -4108102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -4108102.500000 Penalty: 5165.018066
	Iteration 85Q: 3 clusters Score -4108102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -4108119.000000 Penalty: 5165.018066
	Iteration 86Q: 3 clusters Score -4108119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -4108118.750000 Penalty: 5165.018066
	Iteration 87Q: 3 clusters Score -4108119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -4108121.000000 Penalty: 5165.018066
	Iteration 88Q: 3 clusters Score -4108121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -4108125.750000 Penalty: 5165.018066
	Iteration 89Q: 3 clusters Score -4108126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -4108134.500000 Penalty: 5165.018066
	Iteration 90Q: 3 clusters Score -4108134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4108148.750000 Penalty: 5165.018066
	Iteration 91Q: 3 clusters Score -4108149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -4108150.500000 Penalty: 5165.018066
	Iteration 92Q: 3 clusters Score -4108150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -4108154.000000 Penalty: 5165.018066
	Iteration 93Q: 3 clusters Score -4108154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -4108162.000000 Penalty: 5165.018066
	Iteration 94Q: 3 clusters Score -4108162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -4108167.250000 Penalty: 5165.018066
	Iteration 95Q: 3 clusters Score -4108167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -4108176.500000 Penalty: 5165.018066
	Iteration 96Q: 3 clusters Score -4108176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -4108180.250000 Penalty: 5165.018066
	Iteration 97Q: 3 clusters Score -4108180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -4108178.750000 Penalty: 5165.018066
	Iteration 98Q: 3 clusters Score -4108179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -4108192.500000 Penalty: 5165.018066
	Iteration 99Q: 3 clusters Score -4108192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -4108196.250000 Penalty: 5165.018066
	Iteration 100F: 3 clusters Score -4108196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -4108199.500000 Penalty: 5165.018066
	Iteration 101Q: 3 clusters Score -4108200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -4108198.000000 Penalty: 5165.018066
	Iteration 102Q: 3 clusters Score -4108198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -4108203.500000 Penalty: 5165.018066
	Iteration 103Q: 3 clusters Score -4108204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -4108208.750000 Penalty: 5165.018066
	Iteration 104Q: 3 clusters Score -4108209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -4108216.000000 Penalty: 5165.018066
	Iteration 105Q: 3 clusters Score -4108216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -4108209.250000 Penalty: 5165.018066
	Iteration 106Q: 3 clusters Score -4108209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -4108209.750000 Penalty: 5165.018066
	Iteration 107Q: 3 clusters Score -4108210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -4108219.000000 Penalty: 5165.018066
	Iteration 108Q: 3 clusters Score -4108219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -4108215.500000 Penalty: 5165.018066
	Iteration 109Q: 3 clusters Score -4108216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -4108223.750000 Penalty: 5165.018066
	Iteration 110Q: 3 clusters Score -4108224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -4108217.500000 Penalty: 5165.018066
	Iteration 111Q: 3 clusters Score -4108218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -4108217.500000 Penalty: 5165.018066
	Iteration 112Q: 3 clusters Score -4108218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -4108218.750000 Penalty: 5165.018066
	Iteration 113Q: 3 clusters Score -4108219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -4108220.750000 Penalty: 5165.018066
	Iteration 114Q: 3 clusters Score -4108221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -4108225.750000 Penalty: 5165.018066
	Iteration 115Q: 3 clusters Score -4108226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -4108228.000000 Penalty: 5165.018066
	Iteration 116Q: 3 clusters Score -4108228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -4108230.750000 Penalty: 5165.018066
	Iteration 117Q: 3 clusters Score -4108231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -4108231.750000 Penalty: 5165.018066
	Iteration 118Q: 3 clusters Score -4108232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -4108231.250000 Penalty: 5165.018066
	Iteration 119Q: 3 clusters Score -4108231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -4108229.000000 Penalty: 5165.018066
	Iteration 120F: 3 clusters Score -4108229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -4108234.250000 Penalty: 5165.018066
	Iteration 121Q: 3 clusters Score -4108234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -4108231.500000 Penalty: 5165.018066
	Iteration 122Q: 3 clusters Score -4108232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -4108234.750000 Penalty: 5165.018066
	Iteration 123Q: 3 clusters Score -4108235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -4108237.750000 Penalty: 5165.018066
	Iteration 124Q: 3 clusters Score -4108238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -4108238.500000 Penalty: 5165.018066
	Iteration 125Q: 3 clusters Score -4108238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -4108238.750000 Penalty: 5165.018066
	Iteration 126Q: 3 clusters Score -4108239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -4108236.500000 Penalty: 5165.018066
	Iteration 127Q: 3 clusters Score -4108236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -4108236.500000 Penalty: 5165.018066
	Iteration 128F: 3 clusters Score -4108236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Entering Unmasked Estep 
Score: -2982184.250000 Penalty: 2511.761230
	Iteration 0F: 2 clusters Score -2982184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2964813.750000 Penalty: 5023.522461
	Iteration 0F: 3 clusters Score -2964814 nChanged 11115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2970658.500000 Penalty: 5023.522461
	Iteration 1F: 3 clusters Score -2970658 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2971032.000000 Penalty: 5023.522461
	Iteration 2Q: 3 clusters Score -2971032 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2971324.250000 Penalty: 5023.522461
	Iteration 3Q: 3 clusters Score -2971324 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2971587.250000 Penalty: 5023.522461
	Iteration 4Q: 3 clusters Score -2971587 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2971871.250000 Penalty: 5023.522461
	Iteration 5Q: 3 clusters Score -2971871 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2972208.250000 Penalty: 5023.522461
	Iteration 6Q: 3 clusters Score -2972208 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2972666.500000 Penalty: 5023.522461
	Iteration 7Q: 3 clusters Score -2972666 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2973377.750000 Penalty: 5023.522461
	Iteration 8Q: 3 clusters Score -2973378 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2974402.500000 Penalty: 5023.522461
	Iteration 9F: 3 clusters Score -2974402 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2975737.750000 Penalty: 5023.522461
	Iteration 10F: 3 clusters Score -2975738 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2977111.500000 Penalty: 5023.522461
	Iteration 11F: 3 clusters Score -2977112 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2978308.500000 Penalty: 5023.522461
	Iteration 12F: 3 clusters Score -2978308 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2979173.000000 Penalty: 5023.522461
	Iteration 13Q: 3 clusters Score -2979173 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2979647.500000 Penalty: 5023.522461
	Iteration 14Q: 3 clusters Score -2979648 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2979936.250000 Penalty: 5023.522461
	Iteration 15Q: 3 clusters Score -2979936 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2980086.250000 Penalty: 5023.522461
	Iteration 16Q: 3 clusters Score -2980086 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2980177.750000 Penalty: 5023.522461
	Iteration 17Q: 3 clusters Score -2980178 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2980231.000000 Penalty: 5023.522461
	Iteration 18Q: 3 clusters Score -2980231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2980250.500000 Penalty: 5023.522461
	Iteration 19Q: 3 clusters Score -2980250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2980258.500000 Penalty: 5023.522461
	Iteration 20F: 3 clusters Score -2980258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2980271.500000 Penalty: 5023.522461
	Iteration 21Q: 3 clusters Score -2980272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2980285.250000 Penalty: 5023.522461
	Iteration 22Q: 3 clusters Score -2980285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2980294.500000 Penalty: 5023.522461
	Iteration 23Q: 3 clusters Score -2980294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2980301.500000 Penalty: 5023.522461
	Iteration 24Q: 3 clusters Score -2980302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2980304.000000 Penalty: 5023.522461
	Iteration 25Q: 3 clusters Score -2980304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2980307.750000 Penalty: 5023.522461
	Iteration 26Q: 3 clusters Score -2980308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2980309.250000 Penalty: 5023.522461
	Iteration 27Q: 3 clusters Score -2980309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2980311.250000 Penalty: 5023.522461
	Iteration 28Q: 3 clusters Score -2980311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2980311.250000 Penalty: 5023.522461
	Iteration 29F: 3 clusters Score -2980311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (211197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211197 members 
Entering Unmasked Estep 
Score: -25687314.000000 Penalty: 3040.615479
	Iteration 0F: 2 clusters Score -2.568731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105162 members 
Mstep: Class 2 contains 106035 members 
Entering Unmasked Estep 
Score: -25550062.000000 Penalty: 6081.230957
	Iteration 0F: 3 clusters Score -2.555006e+07 nChanged 101804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98126 members 
Mstep: Class 2 contains 113071 members 
Entering Unmasked Estep 
Score: -25610504.000000 Penalty: 6081.230957
	Iteration 1F: 3 clusters Score -2.56105e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93597 members 
Mstep: Class 2 contains 117600 members 
Entering Unmasked Estep 
Score: -25612028.000000 Penalty: 6081.230957
	Iteration 2Q: 3 clusters Score -2.561203e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86631 members 
Mstep: Class 2 contains 124566 members 
Entering Unmasked Estep 
Score: -25615162.000000 Penalty: 6081.230957
	Iteration 3Q: 3 clusters Score -2.561516e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76220 members 
Mstep: Class 2 contains 134977 members 
Entering Unmasked Estep 
Score: -25621316.000000 Penalty: 6081.230957
	Iteration 4F: 3 clusters Score -2.562132e+07 nChanged 14763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61603 members 
Mstep: Class 2 contains 149594 members 
Entering Unmasked Estep 
Score: -25631532.000000 Penalty: 6081.230957
	Iteration 5F: 3 clusters Score -2.563153e+07 nChanged 17828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 167398 members 
Entering Unmasked Estep 
Score: -25646584.000000 Penalty: 6081.230957
	Iteration 6F: 3 clusters Score -2.564658e+07 nChanged 17513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 184901 members 
Entering Unmasked Estep 
Score: -25662364.000000 Penalty: 6081.230957
	Iteration 7F: 3 clusters Score -2.566236e+07 nChanged 12954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 197853 members 
Entering Unmasked Estep 
Score: -25674036.000000 Penalty: 6081.230957
	Iteration 8F: 3 clusters Score -2.567404e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 205137 members 
Entering Unmasked Estep 
Score: -25680018.000000 Penalty: 6081.230957
	Iteration 9Q: 3 clusters Score -2.568002e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 208491 members 
Entering Unmasked Estep 
Score: -25682656.000000 Penalty: 6081.230957
	Iteration 10Q: 3 clusters Score -2.568266e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 209846 members 
Entering Unmasked Estep 
Score: -25683772.000000 Penalty: 6081.230957
	Iteration 11Q: 3 clusters Score -2.568377e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 210341 members 
Entering Unmasked Estep 
Score: -25684212.000000 Penalty: 6081.230957
	Iteration 12Q: 3 clusters Score -2.568421e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 210558 members 
Entering Unmasked Estep 
Score: -25684386.000000 Penalty: 6081.230957
	Iteration 13Q: 3 clusters Score -2.568439e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 210652 members 
Entering Unmasked Estep 
Score: -25684502.000000 Penalty: 6081.230957
	Iteration 14Q: 3 clusters Score -2.56845e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 210710 members 
Entering Unmasked Estep 
Score: -25684578.000000 Penalty: 6081.230957
	Iteration 15Q: 3 clusters Score -2.568458e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 210740 members 
Entering Unmasked Estep 
Score: -25684588.000000 Penalty: 6081.230957
	Iteration 16Q: 3 clusters Score -2.568459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 210751 members 
Entering Unmasked Estep 
Score: -25684618.000000 Penalty: 6081.230957
	Iteration 17Q: 3 clusters Score -2.568462e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 210766 members 
Entering Unmasked Estep 
Score: -25684620.000000 Penalty: 6081.230957
	Iteration 18Q: 3 clusters Score -2.568462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 210775 members 
Entering Unmasked Estep 
Score: -25684652.000000 Penalty: 6081.230957
	Iteration 19Q: 3 clusters Score -2.568465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 210778 members 
Entering Unmasked Estep 
Score: -25684658.000000 Penalty: 6081.230957
	Iteration 20F: 3 clusters Score -2.568466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 210784 members 
Entering Unmasked Estep 
Score: -25684652.000000 Penalty: 6081.230957
	Iteration 21Q: 3 clusters Score -2.568465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 210791 members 
Entering Unmasked Estep 
Score: -25684668.000000 Penalty: 6081.230957
	Iteration 22Q: 3 clusters Score -2.568467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 210796 members 
Entering Unmasked Estep 
Score: -25684662.000000 Penalty: 6081.230957
	Iteration 23Q: 3 clusters Score -2.568466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 210796 members 
Entering Unmasked Estep 
Score: -25684662.000000 Penalty: 6081.230957
	Iteration 24Q: 3 clusters Score -2.568466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 210797 members 
Entering Unmasked Estep 
Score: -25684658.000000 Penalty: 6081.230957
	Iteration 25Q: 3 clusters Score -2.568466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 210799 members 
Entering Unmasked Estep 
Score: -25684670.000000 Penalty: 6081.230957
	Iteration 26Q: 3 clusters Score -2.568467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 210805 members 
Entering Unmasked Estep 
Score: -25684680.000000 Penalty: 6081.230957
	Iteration 27Q: 3 clusters Score -2.568468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 210812 members 
Entering Unmasked Estep 
Score: -25684684.000000 Penalty: 6081.230957
	Iteration 28Q: 3 clusters Score -2.568468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 210816 members 
Entering Unmasked Estep 
Score: -25684708.000000 Penalty: 6081.230957
	Iteration 29Q: 3 clusters Score -2.568471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 210819 members 
Entering Unmasked Estep 
Score: -25684716.000000 Penalty: 6081.230957
	Iteration 30Q: 3 clusters Score -2.568472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 210820 members 
Entering Unmasked Estep 
Score: -25684726.000000 Penalty: 6081.230957
	Iteration 31Q: 3 clusters Score -2.568473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 210821 members 
Entering Unmasked Estep 
Score: -25684722.000000 Penalty: 6081.230957
	Iteration 32Q: 3 clusters Score -2.568472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 210822 members 
Entering Unmasked Estep 
Score: -25684726.000000 Penalty: 6081.230957
	Iteration 33Q: 3 clusters Score -2.568473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 210822 members 
Entering Unmasked Estep 
Score: -25684726.000000 Penalty: 6081.230957
	Iteration 34F: 3 clusters Score -2.568473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -503200.312500 Penalty: 2081.629883
	Iteration 0F: 2 clusters Score -503200.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -499121.218750 Penalty: 4163.259766
	Iteration 0F: 3 clusters Score -499121.2 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -500014.562500 Penalty: 4163.259766
	Iteration 1F: 3 clusters Score -500014.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -500233.562500 Penalty: 4163.259766
	Iteration 2F: 3 clusters Score -500233.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -500397.125000 Penalty: 4163.259766
	Iteration 3F: 3 clusters Score -500397.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -500553.312500 Penalty: 4163.259766
	Iteration 4Q: 3 clusters Score -500553.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -500687.875000 Penalty: 4163.259766
	Iteration 5Q: 3 clusters Score -500687.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -500799.062500 Penalty: 4163.259766
	Iteration 6Q: 3 clusters Score -500799.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -500900.375000 Penalty: 4163.259766
	Iteration 7Q: 3 clusters Score -500900.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -500979.312500 Penalty: 4163.259766
	Iteration 8Q: 3 clusters Score -500979.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -501045.625000 Penalty: 4163.259766
	Iteration 9Q: 3 clusters Score -501045.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -501098.375000 Penalty: 4163.259766
	Iteration 10Q: 3 clusters Score -501098.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -501146.187500 Penalty: 4163.259766
	Iteration 11Q: 3 clusters Score -501146.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -501191.906250 Penalty: 4163.259766
	Iteration 12Q: 3 clusters Score -501191.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -501222.781250 Penalty: 4163.259766
	Iteration 13Q: 3 clusters Score -501222.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -501245.875000 Penalty: 4163.259766
	Iteration 14Q: 3 clusters Score -501245.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -501263.437500 Penalty: 4163.259766
	Iteration 15Q: 3 clusters Score -501263.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -501278.406250 Penalty: 4163.259766
	Iteration 16Q: 3 clusters Score -501278.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -501293.937500 Penalty: 4163.259766
	Iteration 17Q: 3 clusters Score -501293.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -501302.062500 Penalty: 4163.259766
	Iteration 18Q: 3 clusters Score -501302.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -501308.718750 Penalty: 4163.259766
	Iteration 19Q: 3 clusters Score -501308.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -501315.781250 Penalty: 4163.259766
	Iteration 20F: 3 clusters Score -501315.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -501323.531250 Penalty: 4163.259766
	Iteration 21Q: 3 clusters Score -501323.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -501329.750000 Penalty: 4163.259766
	Iteration 22Q: 3 clusters Score -501329.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -501333.656250 Penalty: 4163.259766
	Iteration 23Q: 3 clusters Score -501333.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -501340.625000 Penalty: 4163.259766
	Iteration 24Q: 3 clusters Score -501340.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -501350.281250 Penalty: 4163.259766
	Iteration 25Q: 3 clusters Score -501350.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -501357.187500 Penalty: 4163.259766
	Iteration 26Q: 3 clusters Score -501357.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -501363.781250 Penalty: 4163.259766
	Iteration 27Q: 3 clusters Score -501363.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -501368.156250 Penalty: 4163.259766
	Iteration 28Q: 3 clusters Score -501368.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -501372.218750 Penalty: 4163.259766
	Iteration 29Q: 3 clusters Score -501372.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -501378.437500 Penalty: 4163.259766
	Iteration 30Q: 3 clusters Score -501378.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -501383.000000 Penalty: 4163.259766
	Iteration 31Q: 3 clusters Score -501383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -501387.093750 Penalty: 4163.259766
	Iteration 32Q: 3 clusters Score -501387.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -501391.125000 Penalty: 4163.259766
	Iteration 33Q: 3 clusters Score -501391.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -501391.531250 Penalty: 4163.259766
	Iteration 34Q: 3 clusters Score -501391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -501393.187500 Penalty: 4163.259766
	Iteration 35Q: 3 clusters Score -501393.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -501393.312500 Penalty: 4163.259766
	Iteration 36Q: 3 clusters Score -501393.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -501393.312500 Penalty: 4163.259766
	Iteration 37F: 3 clusters Score -501393.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Entering Unmasked Estep 
Score: -1212356.250000 Penalty: 2279.684814
	Iteration 0F: 2 clusters Score -1212356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1204834.125000 Penalty: 4559.369629
	Iteration 0F: 3 clusters Score -1204834 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1206985.500000 Penalty: 4559.369629
	Iteration 1F: 3 clusters Score -1206986 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1207211.750000 Penalty: 4559.369629
	Iteration 2F: 3 clusters Score -1207212 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1207362.875000 Penalty: 4559.369629
	Iteration 3Q: 3 clusters Score -1207363 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1207472.375000 Penalty: 4559.369629
	Iteration 4Q: 3 clusters Score -1207472 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1207587.250000 Penalty: 4559.369629
	Iteration 5Q: 3 clusters Score -1207587 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1207736.000000 Penalty: 4559.369629
	Iteration 6Q: 3 clusters Score -1207736 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1207908.500000 Penalty: 4559.369629
	Iteration 7Q: 3 clusters Score -1207908 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1208172.750000 Penalty: 4559.369629
	Iteration 8Q: 3 clusters Score -1208173 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1208488.875000 Penalty: 4559.369629
	Iteration 9Q: 3 clusters Score -1208489 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1208856.250000 Penalty: 4559.369629
	Iteration 10F: 3 clusters Score -1208856 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1209298.000000 Penalty: 4559.369629
	Iteration 11F: 3 clusters Score -1209298 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1209716.000000 Penalty: 4559.369629
	Iteration 12F: 3 clusters Score -1209716 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1210043.500000 Penalty: 4559.369629
	Iteration 13Q: 3 clusters Score -1210044 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1210243.375000 Penalty: 4559.369629
	Iteration 14Q: 3 clusters Score -1210243 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1210382.750000 Penalty: 4559.369629
	Iteration 15Q: 3 clusters Score -1210383 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1210484.875000 Penalty: 4559.369629
	Iteration 16Q: 3 clusters Score -1210485 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1210554.250000 Penalty: 4559.369629
	Iteration 17Q: 3 clusters Score -1210554 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1210587.750000 Penalty: 4559.369629
	Iteration 18Q: 3 clusters Score -1210588 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1210612.250000 Penalty: 4559.369629
	Iteration 19Q: 3 clusters Score -1210612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1210635.375000 Penalty: 4559.369629
	Iteration 20F: 3 clusters Score -1210635 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1210659.750000 Penalty: 4559.369629
	Iteration 21Q: 3 clusters Score -1210660 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1210680.500000 Penalty: 4559.369629
	Iteration 22Q: 3 clusters Score -1210680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1210692.750000 Penalty: 4559.369629
	Iteration 23Q: 3 clusters Score -1210693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1210703.625000 Penalty: 4559.369629
	Iteration 24Q: 3 clusters Score -1210704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1210705.875000 Penalty: 4559.369629
	Iteration 25Q: 3 clusters Score -1210706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1210706.000000 Penalty: 4559.369629
	Iteration 26Q: 3 clusters Score -1210706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1210714.375000 Penalty: 4559.369629
	Iteration 27Q: 3 clusters Score -1210714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1210715.375000 Penalty: 4559.369629
	Iteration 28Q: 3 clusters Score -1210715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1210718.250000 Penalty: 4559.369629
	Iteration 29Q: 3 clusters Score -1210718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1210720.750000 Penalty: 4559.369629
	Iteration 30Q: 3 clusters Score -1210721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1210726.000000 Penalty: 4559.369629
	Iteration 31Q: 3 clusters Score -1210726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1210726.125000 Penalty: 4559.369629
	Iteration 32Q: 3 clusters Score -1210726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1210731.125000 Penalty: 4559.369629
	Iteration 33Q: 3 clusters Score -1210731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1210734.750000 Penalty: 4559.369629
	Iteration 34Q: 3 clusters Score -1210735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1210736.500000 Penalty: 4559.369629
	Iteration 35Q: 3 clusters Score -1210736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1210737.000000 Penalty: 4559.369629
	Iteration 36Q: 3 clusters Score -1210737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1210736.750000 Penalty: 4559.369629
	Iteration 37Q: 3 clusters Score -1210737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1210742.125000 Penalty: 4559.369629
	Iteration 38Q: 3 clusters Score -1210742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1210743.500000 Penalty: 4559.369629
	Iteration 39Q: 3 clusters Score -1210744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1210744.125000 Penalty: 4559.369629
	Iteration 40F: 3 clusters Score -1210744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1210741.875000 Penalty: 4559.369629
	Iteration 41Q: 3 clusters Score -1210742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1210742.750000 Penalty: 4559.369629
	Iteration 42Q: 3 clusters Score -1210743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1210746.625000 Penalty: 4559.369629
	Iteration 43Q: 3 clusters Score -1210747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1210747.875000 Penalty: 4559.369629
	Iteration 44Q: 3 clusters Score -1210748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1210749.500000 Penalty: 4559.369629
	Iteration 45Q: 3 clusters Score -1210750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1210748.875000 Penalty: 4559.369629
	Iteration 46Q: 3 clusters Score -1210749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1210750.125000 Penalty: 4559.369629
	Iteration 47Q: 3 clusters Score -1210750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1210752.625000 Penalty: 4559.369629
	Iteration 48Q: 3 clusters Score -1210753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1210755.375000 Penalty: 4559.369629
	Iteration 49Q: 3 clusters Score -1210755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1210759.500000 Penalty: 4559.369629
	Iteration 50Q: 3 clusters Score -1210760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1210759.125000 Penalty: 4559.369629
	Iteration 51Q: 3 clusters Score -1210759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1210760.250000 Penalty: 4559.369629
	Iteration 52Q: 3 clusters Score -1210760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1210762.375000 Penalty: 4559.369629
	Iteration 53Q: 3 clusters Score -1210762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1210762.500000 Penalty: 4559.369629
	Iteration 54Q: 3 clusters Score -1210762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1210761.750000 Penalty: 4559.369629
	Iteration 55Q: 3 clusters Score -1210762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1210761.750000 Penalty: 4559.369629
	Iteration 56F: 3 clusters Score -1210762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19830 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208791 members 
Mstep: Class 7 contains 1530 members 
Mstep: Class 8 contains 86496 members 
Mstep: Class 10 contains 28481 members 
Mstep: Class 11 contains 10406 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 223945 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 33301 members 
Mstep: Class 19 contains 25036 members 
Mstep: Class 21 contains 211197 members 
Mstep: Class 22 contains 4419 members 
Mstep: Class 23 contains 9821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104279536.000000 Penalty: 61069.699219
Iteration 79Q: 19 clusters Score -1.042795e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19866 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208767 members 
Mstep: Class 7 contains 1530 members 
Mstep: Class 8 contains 86567 members 
Mstep: Class 10 contains 28429 members 
Mstep: Class 11 contains 10405 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 223943 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 33371 members 
Mstep: Class 19 contains 25143 members 
Mstep: Class 21 contains 210924 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 9892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104279568.000000 Penalty: 61069.699219
Iteration 80F: 19 clusters Score -1.042796e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19900 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208750 members 
Mstep: Class 7 contains 1530 members 
Mstep: Class 8 contains 86627 members 
Mstep: Class 10 contains 28380 members 
Mstep: Class 11 contains 10406 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 223929 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 33438 members 
Mstep: Class 19 contains 25229 members 
Mstep: Class 21 contains 210686 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 9963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104279688.000000 Penalty: 61069.699219
Iteration 81Q: 19 clusters Score -1.042797e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19936 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208717 members 
Mstep: Class 7 contains 1528 members 
Mstep: Class 8 contains 86696 members 
Mstep: Class 10 contains 28331 members 
Mstep: Class 11 contains 10409 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 223949 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 33491 members 
Mstep: Class 19 contains 25317 members 
Mstep: Class 21 contains 210434 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 10032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104279768.000000 Penalty: 61069.699219
Iteration 82Q: 19 clusters Score -1.042798e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 19979 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 208648 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 86756 members 
Mstep: Class 10 contains 28287 members 
Mstep: Class 11 contains 10418 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 223957 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 17 contains 3869 members 
Mstep: Class 18 contains 33548 members 
Mstep: Class 19 contains 25402 members 
Mstep: Class 21 contains 210200 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 10116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280024.000000 Penalty: 61069.699219
Iteration 83Q: 19 clusters Score -1.0428e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 20006 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208574 members 
Mstep: Class 7 contains 1528 members 
Mstep: Class 8 contains 86826 members 
Mstep: Class 10 contains 28241 members 
Mstep: Class 11 contains 10424 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 223948 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 33602 members 
Mstep: Class 19 contains 25483 members 
Mstep: Class 21 contains 210004 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 10206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280040.000000 Penalty: 61069.699219
Iteration 84Q: 19 clusters Score -1.0428e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 20045 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208525 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 86880 members 
Mstep: Class 10 contains 28168 members 
Mstep: Class 11 contains 10436 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 223914 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3869 members 
Mstep: Class 18 contains 33644 members 
Mstep: Class 19 contains 25570 members 
Mstep: Class 21 contains 209836 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 10296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280048.000000 Penalty: 61069.699219
Iteration 85Q: 19 clusters Score -1.0428e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 20080 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208445 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 86927 members 
Mstep: Class 10 contains 28109 members 
Mstep: Class 11 contains 10456 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 223904 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 33680 members 
Mstep: Class 19 contains 25653 members 
Mstep: Class 21 contains 209662 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 10397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280280.000000 Penalty: 61069.699219
Iteration 86Q: 19 clusters Score -1.042803e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 20110 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208390 members 
Mstep: Class 7 contains 1528 members 
Mstep: Class 8 contains 86970 members 
Mstep: Class 10 contains 28078 members 
Mstep: Class 11 contains 10468 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 223894 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 33706 members 
Mstep: Class 19 contains 25720 members 
Mstep: Class 21 contains 209499 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 10474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280296.000000 Penalty: 61069.699219
Iteration 87Q: 19 clusters Score -1.042803e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 20145 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208346 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 87006 members 
Mstep: Class 10 contains 28043 members 
Mstep: Class 11 contains 10476 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 223868 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 33732 members 
Mstep: Class 19 contains 25781 members 
Mstep: Class 21 contains 209373 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 10542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280376.000000 Penalty: 61069.699219
Iteration 88Q: 19 clusters Score -1.042804e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 20184 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208295 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 87056 members 
Mstep: Class 10 contains 27996 members 
Mstep: Class 11 contains 10479 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 223834 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 33753 members 
Mstep: Class 19 contains 25862 members 
Mstep: Class 21 contains 209239 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 10615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280416.000000 Penalty: 61069.699219
Iteration 89Q: 19 clusters Score -1.042804e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 20235 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208273 members 
Mstep: Class 7 contains 1524 members 
Mstep: Class 8 contains 87102 members 
Mstep: Class 10 contains 27965 members 
Mstep: Class 11 contains 10480 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 223784 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33773 members 
Mstep: Class 19 contains 25926 members 
Mstep: Class 21 contains 209102 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 10672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280648.000000 Penalty: 61069.699219
Iteration 90Q: 19 clusters Score -1.042806e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 20278 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208244 members 
Mstep: Class 7 contains 1523 members 
Mstep: Class 8 contains 87123 members 
Mstep: Class 10 contains 27906 members 
Mstep: Class 11 contains 10491 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 223791 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 33792 members 
Mstep: Class 19 contains 25986 members 
Mstep: Class 21 contains 208988 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 10714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280720.000000 Penalty: 61069.699219
Iteration 91Q: 19 clusters Score -1.042807e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 20303 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208201 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 87148 members 
Mstep: Class 10 contains 27838 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 223758 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33806 members 
Mstep: Class 19 contains 26063 members 
Mstep: Class 21 contains 208941 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 10758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280736.000000 Penalty: 61069.699219
Iteration 92Q: 19 clusters Score -1.042807e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 20336 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208147 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 87157 members 
Mstep: Class 10 contains 27768 members 
Mstep: Class 11 contains 10510 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 223759 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33822 members 
Mstep: Class 19 contains 26127 members 
Mstep: Class 21 contains 208879 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 10808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280792.000000 Penalty: 61069.699219
Iteration 93Q: 19 clusters Score -1.042808e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 20372 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208101 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 87156 members 
Mstep: Class 10 contains 27698 members 
Mstep: Class 11 contains 10513 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 223773 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33833 members 
Mstep: Class 19 contains 26221 members 
Mstep: Class 21 contains 208794 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 10851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280736.000000 Penalty: 61069.699219
Iteration 94Q: 19 clusters Score -1.042807e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 20405 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208073 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 87141 members 
Mstep: Class 10 contains 27634 members 
Mstep: Class 11 contains 10520 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 223798 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33841 members 
Mstep: Class 19 contains 26319 members 
Mstep: Class 21 contains 208699 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 10882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280856.000000 Penalty: 61069.699219
Iteration 95Q: 19 clusters Score -1.042809e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 20413 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208040 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 87121 members 
Mstep: Class 10 contains 27577 members 
Mstep: Class 11 contains 10528 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 223840 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 33845 members 
Mstep: Class 19 contains 26403 members 
Mstep: Class 21 contains 208621 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 10921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280656.000000 Penalty: 61069.699219
Iteration 96Q: 19 clusters Score -1.042807e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1988 members 
Mstep: Class 3 contains 20434 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 208009 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 87103 members 
Mstep: Class 10 contains 27520 members 
Mstep: Class 11 contains 10537 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 223905 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 33847 members 
Mstep: Class 19 contains 26487 members 
Mstep: Class 21 contains 208515 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 10952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280712.000000 Penalty: 61069.699219
Iteration 97Q: 19 clusters Score -1.042807e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20463 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207992 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 87084 members 
Mstep: Class 10 contains 27445 members 
Mstep: Class 11 contains 10556 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 223944 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33851 members 
Mstep: Class 19 contains 26570 members 
Mstep: Class 21 contains 208418 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 10986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280880.000000 Penalty: 61069.699219
Iteration 98Q: 19 clusters Score -1.042809e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20490 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207976 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 87075 members 
Mstep: Class 10 contains 27352 members 
Mstep: Class 11 contains 10568 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224022 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33849 members 
Mstep: Class 19 contains 26683 members 
Mstep: Class 21 contains 208265 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 11030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280704.000000 Penalty: 61069.699219
Iteration 99Q: 19 clusters Score -1.042807e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20520 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207970 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 87061 members 
Mstep: Class 10 contains 27251 members 
Mstep: Class 11 contains 10585 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224119 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33862 members 
Mstep: Class 19 contains 26786 members 
Mstep: Class 21 contains 208083 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 11073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280640.000000 Penalty: 61069.699219
Iteration 100F: 19 clusters Score -1.042806e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20542 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207969 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 87053 members 
Mstep: Class 10 contains 27157 members 
Mstep: Class 11 contains 10594 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224189 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33871 members 
Mstep: Class 19 contains 26889 members 
Mstep: Class 21 contains 207933 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 11114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280752.000000 Penalty: 61069.699219
Iteration 101Q: 19 clusters Score -1.042808e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20555 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207945 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 87054 members 
Mstep: Class 10 contains 27068 members 
Mstep: Class 11 contains 10602 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224242 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33875 members 
Mstep: Class 19 contains 26985 members 
Mstep: Class 21 contains 207822 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 11163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280512.000000 Penalty: 61069.699219
Iteration 102Q: 19 clusters Score -1.042805e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20559 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207930 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 87055 members 
Mstep: Class 10 contains 26992 members 
Mstep: Class 11 contains 10611 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224293 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33883 members 
Mstep: Class 19 contains 27077 members 
Mstep: Class 21 contains 207707 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 11204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280600.000000 Penalty: 61069.699219
Iteration 103Q: 19 clusters Score -1.042806e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20561 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207948 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 87061 members 
Mstep: Class 10 contains 26921 members 
Mstep: Class 11 contains 10619 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224317 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33902 members 
Mstep: Class 19 contains 27178 members 
Mstep: Class 21 contains 207565 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 11239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280744.000000 Penalty: 61069.699219
Iteration 104Q: 19 clusters Score -1.042807e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20569 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207962 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 87066 members 
Mstep: Class 10 contains 26841 members 
Mstep: Class 11 contains 10628 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224352 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33913 members 
Mstep: Class 19 contains 27272 members 
Mstep: Class 21 contains 207435 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 11271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280664.000000 Penalty: 61069.699219
Iteration 105Q: 19 clusters Score -1.042807e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20587 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207963 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 87052 members 
Mstep: Class 10 contains 26767 members 
Mstep: Class 11 contains 10636 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224382 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33929 members 
Mstep: Class 19 contains 27364 members 
Mstep: Class 21 contains 207323 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 11308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280832.000000 Penalty: 61069.699219
Iteration 106Q: 19 clusters Score -1.042808e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20610 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207956 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 87035 members 
Mstep: Class 10 contains 26698 members 
Mstep: Class 11 contains 10644 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224402 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33929 members 
Mstep: Class 19 contains 27459 members 
Mstep: Class 21 contains 207226 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 11353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280784.000000 Penalty: 61069.699219
Iteration 107Q: 19 clusters Score -1.042808e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20642 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207938 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 87009 members 
Mstep: Class 10 contains 26586 members 
Mstep: Class 11 contains 10648 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224418 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33949 members 
Mstep: Class 19 contains 27584 members 
Mstep: Class 21 contains 207138 members 
Mstep: Class 22 contains 4410 members 
Mstep: Class 23 contains 11401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280720.000000 Penalty: 61069.699219
Iteration 108Q: 19 clusters Score -1.042807e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20675 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207916 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 86982 members 
Mstep: Class 10 contains 26466 members 
Mstep: Class 11 contains 10658 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224402 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33973 members 
Mstep: Class 19 contains 27718 members 
Mstep: Class 21 contains 207077 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 11446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280952.000000 Penalty: 61069.699219
Iteration 109Q: 19 clusters Score -1.04281e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20714 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207878 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 86954 members 
Mstep: Class 10 contains 26349 members 
Mstep: Class 11 contains 10668 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224396 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 33990 members 
Mstep: Class 19 contains 27842 members 
Mstep: Class 21 contains 207030 members 
Mstep: Class 22 contains 4410 members 
Mstep: Class 23 contains 11493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280824.000000 Penalty: 61069.699219
Iteration 110Q: 19 clusters Score -1.042808e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20745 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207834 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 86934 members 
Mstep: Class 10 contains 26220 members 
Mstep: Class 11 contains 10683 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224403 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 34004 members 
Mstep: Class 19 contains 27968 members 
Mstep: Class 21 contains 206977 members 
Mstep: Class 22 contains 4410 members 
Mstep: Class 23 contains 11545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280856.000000 Penalty: 61069.699219
Iteration 111Q: 19 clusters Score -1.042809e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20752 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207795 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 86921 members 
Mstep: Class 10 contains 26120 members 
Mstep: Class 11 contains 10693 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224411 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 34012 members 
Mstep: Class 19 contains 28091 members 
Mstep: Class 21 contains 206914 members 
Mstep: Class 22 contains 4410 members 
Mstep: Class 23 contains 11604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280888.000000 Penalty: 61069.699219
Iteration 112Q: 19 clusters Score -1.042809e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20785 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207774 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 86891 members 
Mstep: Class 10 contains 25992 members 
Mstep: Class 11 contains 10697 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224435 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 34019 members 
Mstep: Class 19 contains 28227 members 
Mstep: Class 21 contains 206842 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 11650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281008.000000 Penalty: 61069.699219
Iteration 113Q: 19 clusters Score -1.04281e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20825 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207758 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 86873 members 
Mstep: Class 10 contains 25848 members 
Mstep: Class 11 contains 10714 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224431 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 34029 members 
Mstep: Class 19 contains 28364 members 
Mstep: Class 21 contains 206792 members 
Mstep: Class 22 contains 4409 members 
Mstep: Class 23 contains 11680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280936.000000 Penalty: 61069.699219
Iteration 114Q: 19 clusters Score -1.042809e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20867 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207737 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 86852 members 
Mstep: Class 10 contains 25712 members 
Mstep: Class 11 contains 10741 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224400 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 34047 members 
Mstep: Class 19 contains 28469 members 
Mstep: Class 21 contains 206775 members 
Mstep: Class 22 contains 4409 members 
Mstep: Class 23 contains 11713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280992.000000 Penalty: 61069.699219
Iteration 115Q: 19 clusters Score -1.04281e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20913 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207725 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 86844 members 
Mstep: Class 10 contains 25593 members 
Mstep: Class 11 contains 10764 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224366 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 34055 members 
Mstep: Class 19 contains 28569 members 
Mstep: Class 21 contains 206733 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 11750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280832.000000 Penalty: 61069.699219
Iteration 116Q: 19 clusters Score -1.042808e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 20972 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207723 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 86835 members 
Mstep: Class 10 contains 25464 members 
Mstep: Class 11 contains 10784 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224340 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 34059 members 
Mstep: Class 19 contains 28667 members 
Mstep: Class 21 contains 206679 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 11787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280864.000000 Penalty: 61069.699219
Iteration 117Q: 19 clusters Score -1.042809e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 21030 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207724 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 86831 members 
Mstep: Class 10 contains 25341 members 
Mstep: Class 11 contains 10803 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224310 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 34069 members 
Mstep: Class 19 contains 28769 members 
Mstep: Class 21 contains 206600 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 11835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281024.000000 Penalty: 61069.699219
Iteration 118Q: 19 clusters Score -1.04281e+08 nChanged 735
Entering ConstructFrom: 
Score: -104281024.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -222678.859375 Penalty: 1896.295776
	Iteration 0F: 2 clusters Score -222678.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -220049.640625 Penalty: 3792.591553
	Iteration 0F: 3 clusters Score -220049.6 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -220573.984375 Penalty: 3792.591553
	Iteration 1F: 3 clusters Score -220574 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -220710.234375 Penalty: 3792.591553
	Iteration 2F: 3 clusters Score -220710.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -220759.250000 Penalty: 3792.591553
	Iteration 3Q: 3 clusters Score -220759.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -220787.109375 Penalty: 3792.591553
	Iteration 4Q: 3 clusters Score -220787.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -220804.515625 Penalty: 3792.591553
	Iteration 5Q: 3 clusters Score -220804.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -220830.609375 Penalty: 3792.591553
	Iteration 6Q: 3 clusters Score -220830.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -220846.953125 Penalty: 3792.591553
	Iteration 7Q: 3 clusters Score -220847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -220855.046875 Penalty: 3792.591553
	Iteration 8Q: 3 clusters Score -220855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -220861.359375 Penalty: 3792.591553
	Iteration 9Q: 3 clusters Score -220861.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -220866.031250 Penalty: 3792.591553
	Iteration 10Q: 3 clusters Score -220866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -220871.875000 Penalty: 3792.591553
	Iteration 11Q: 3 clusters Score -220871.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -220874.750000 Penalty: 3792.591553
	Iteration 12Q: 3 clusters Score -220874.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -220876.765625 Penalty: 3792.591553
	Iteration 13Q: 3 clusters Score -220876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -220879.015625 Penalty: 3792.591553
	Iteration 14Q: 3 clusters Score -220879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -220880.515625 Penalty: 3792.591553
	Iteration 15Q: 3 clusters Score -220880.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -220881.546875 Penalty: 3792.591553
	Iteration 16Q: 3 clusters Score -220881.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -220884.062500 Penalty: 3792.591553
	Iteration 17Q: 3 clusters Score -220884.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -220888.812500 Penalty: 3792.591553
	Iteration 18Q: 3 clusters Score -220888.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -220893.406250 Penalty: 3792.591553
	Iteration 19Q: 3 clusters Score -220893.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -220896.015625 Penalty: 3792.591553
	Iteration 20F: 3 clusters Score -220896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -220897.312500 Penalty: 3792.591553
	Iteration 21Q: 3 clusters Score -220897.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -220897.968750 Penalty: 3792.591553
	Iteration 22Q: 3 clusters Score -220898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -220898.406250 Penalty: 3792.591553
	Iteration 23Q: 3 clusters Score -220898.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -220898.703125 Penalty: 3792.591553
	Iteration 24Q: 3 clusters Score -220898.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -220899.546875 Penalty: 3792.591553
	Iteration 25Q: 3 clusters Score -220899.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -220900.921875 Penalty: 3792.591553
	Iteration 26Q: 3 clusters Score -220900.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -220900.781250 Penalty: 3792.591553
	Iteration 27Q: 3 clusters Score -220900.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -220900.781250 Penalty: 3792.591553
	Iteration 28F: 3 clusters Score -220900.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Entering Unmasked Estep 
Score: -208310.375000 Penalty: 1883.656128
	Iteration 0F: 2 clusters Score -208310.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -205728.531250 Penalty: 3767.312256
	Iteration 0F: 3 clusters Score -205728.5 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -206325.968750 Penalty: 3767.312256
	Iteration 1F: 3 clusters Score -206326 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -206731.203125 Penalty: 3767.312256
	Iteration 2F: 3 clusters Score -206731.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -207290.609375 Penalty: 3767.312256
	Iteration 3F: 3 clusters Score -207290.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -207738.953125 Penalty: 3767.312256
	Iteration 4F: 3 clusters Score -207739 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -207990.921875 Penalty: 3767.312256
	Iteration 5F: 3 clusters Score -207990.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -208109.687500 Penalty: 3767.312256
	Iteration 6Q: 3 clusters Score -208109.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -208150.140625 Penalty: 3767.312256
	Iteration 7Q: 3 clusters Score -208150.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -208160.765625 Penalty: 3767.312256
	Iteration 8Q: 3 clusters Score -208160.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -208166.937500 Penalty: 3767.312256
	Iteration 9Q: 3 clusters Score -208166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -208170.312500 Penalty: 3767.312256
	Iteration 10Q: 3 clusters Score -208170.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -208172.437500 Penalty: 3767.312256
	Iteration 11Q: 3 clusters Score -208172.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -208173.656250 Penalty: 3767.312256
	Iteration 12Q: 3 clusters Score -208173.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -208174.546875 Penalty: 3767.312256
	Iteration 13Q: 3 clusters Score -208174.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -208175.609375 Penalty: 3767.312256
	Iteration 14Q: 3 clusters Score -208175.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -208177.281250 Penalty: 3767.312256
	Iteration 15Q: 3 clusters Score -208177.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -208177.281250 Penalty: 3767.312256
	Iteration 16F: 3 clusters Score -208177.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Entering Unmasked Estep 
Score: -2563655.250000 Penalty: 2469.119629
	Iteration 0F: 2 clusters Score -2563655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2548810.000000 Penalty: 4938.239258
	Iteration 0F: 3 clusters Score -2548810 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2553873.750000 Penalty: 4938.239258
	Iteration 1F: 3 clusters Score -2553874 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2554322.500000 Penalty: 4938.239258
	Iteration 2F: 3 clusters Score -2554322 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2554687.250000 Penalty: 4938.239258
	Iteration 3Q: 3 clusters Score -2554687 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2555093.250000 Penalty: 4938.239258
	Iteration 4Q: 3 clusters Score -2555093 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2555538.000000 Penalty: 4938.239258
	Iteration 5Q: 3 clusters Score -2555538 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2556117.500000 Penalty: 4938.239258
	Iteration 6Q: 3 clusters Score -2556118 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2556994.500000 Penalty: 4938.239258
	Iteration 7F: 3 clusters Score -2556994 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2558033.750000 Penalty: 4938.239258
	Iteration 8F: 3 clusters Score -2558034 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2559128.750000 Penalty: 4938.239258
	Iteration 9F: 3 clusters Score -2559129 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2560066.750000 Penalty: 4938.239258
	Iteration 10Q: 3 clusters Score -2560067 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2560653.000000 Penalty: 4938.239258
	Iteration 11Q: 3 clusters Score -2560653 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2560969.750000 Penalty: 4938.239258
	Iteration 12Q: 3 clusters Score -2560970 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2561150.750000 Penalty: 4938.239258
	Iteration 13Q: 3 clusters Score -2561151 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2561258.750000 Penalty: 4938.239258
	Iteration 14Q: 3 clusters Score -2561259 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2561333.750000 Penalty: 4938.239258
	Iteration 15Q: 3 clusters Score -2561334 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2561407.500000 Penalty: 4938.239258
	Iteration 16Q: 3 clusters Score -2561408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2561438.750000 Penalty: 4938.239258
	Iteration 17Q: 3 clusters Score -2561439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2561475.750000 Penalty: 4938.239258
	Iteration 18Q: 3 clusters Score -2561476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2561514.000000 Penalty: 4938.239258
	Iteration 19Q: 3 clusters Score -2561514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2561532.500000 Penalty: 4938.239258
	Iteration 20F: 3 clusters Score -2561532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2561548.000000 Penalty: 4938.239258
	Iteration 21Q: 3 clusters Score -2561548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2561560.000000 Penalty: 4938.239258
	Iteration 22Q: 3 clusters Score -2561560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2561564.500000 Penalty: 4938.239258
	Iteration 23Q: 3 clusters Score -2561564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2561570.250000 Penalty: 4938.239258
	Iteration 24Q: 3 clusters Score -2561570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2561579.000000 Penalty: 4938.239258
	Iteration 25Q: 3 clusters Score -2561579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2561582.250000 Penalty: 4938.239258
	Iteration 26Q: 3 clusters Score -2561582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -2561584.500000 Penalty: 4938.239258
	Iteration 27Q: 3 clusters Score -2561584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2561584.250000 Penalty: 4938.239258
	Iteration 28Q: 3 clusters Score -2561584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2561585.000000 Penalty: 4938.239258
	Iteration 29Q: 3 clusters Score -2561585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2561585.000000 Penalty: 4938.239258
	Iteration 30F: 3 clusters Score -2561585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -124796.492188 Penalty: 1764.462769
	Iteration 0F: 2 clusters Score -124796.5 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 617 members 
Entering Unmasked Estep 
Score: -122689.054688 Penalty: 3528.925537
	Iteration 0F: 3 clusters Score -122689.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -123030.007812 Penalty: 3528.925537
	Iteration 1F: 3 clusters Score -123030 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -123184.554688 Penalty: 3528.925537
	Iteration 2F: 3 clusters Score -123184.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -123295.539062 Penalty: 3528.925537
	Iteration 3F: 3 clusters Score -123295.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -123424.289062 Penalty: 3528.925537
	Iteration 4F: 3 clusters Score -123424.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -123551.187500 Penalty: 3528.925537
	Iteration 5F: 3 clusters Score -123551.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -123685.039062 Penalty: 3528.925537
	Iteration 6Q: 3 clusters Score -123685 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -123785.570312 Penalty: 3528.925537
	Iteration 7Q: 3 clusters Score -123785.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -123872.210938 Penalty: 3528.925537
	Iteration 8Q: 3 clusters Score -123872.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -123915.890625 Penalty: 3528.925537
	Iteration 9Q: 3 clusters Score -123915.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -123946.468750 Penalty: 3528.925537
	Iteration 10Q: 3 clusters Score -123946.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -123967.781250 Penalty: 3528.925537
	Iteration 11Q: 3 clusters Score -123967.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -123988.148438 Penalty: 3528.925537
	Iteration 12Q: 3 clusters Score -123988.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -124018.062500 Penalty: 3528.925537
	Iteration 13Q: 3 clusters Score -124018.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -124047.226562 Penalty: 3528.925537
	Iteration 14Q: 3 clusters Score -124047.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -124107.406250 Penalty: 3528.925537
	Iteration 15Q: 3 clusters Score -124107.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -124190.539062 Penalty: 3528.925537
	Iteration 16Q: 3 clusters Score -124190.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -124247.898438 Penalty: 3528.925537
	Iteration 17Q: 3 clusters Score -124247.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -124285.515625 Penalty: 3528.925537
	Iteration 18Q: 3 clusters Score -124285.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -124314.921875 Penalty: 3528.925537
	Iteration 19Q: 3 clusters Score -124314.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -124377.585938 Penalty: 3528.925537
	Iteration 20F: 3 clusters Score -124377.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -124476.234375 Penalty: 3528.925537
	Iteration 21Q: 3 clusters Score -124476.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -124612.593750 Penalty: 3528.925537
	Iteration 22Q: 3 clusters Score -124612.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -124768.500000 Penalty: 3528.925537
	Iteration 23Q: 3 clusters Score -124768.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -124839.671875 Penalty: 3528.925537
	Iteration 24Q: 3 clusters Score -124839.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -124910.882812 Penalty: 3528.925537
	Iteration 25Q: 3 clusters Score -124910.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -124995.687500 Penalty: 3528.925537
	Iteration 26Q: 3 clusters Score -124995.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -125049.226562 Penalty: 3528.925537
	Iteration 27Q: 3 clusters Score -125049.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -125081.390625 Penalty: 3528.925537
	Iteration 28Q: 3 clusters Score -125081.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -125102.179688 Penalty: 3528.925537
	Iteration 29Q: 3 clusters Score -125102.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -125116.828125 Penalty: 3528.925537
	Iteration 30Q: 3 clusters Score -125116.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -125128.250000 Penalty: 3528.925537
	Iteration 31Q: 3 clusters Score -125128.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -125142.617188 Penalty: 3528.925537
	Iteration 32Q: 3 clusters Score -125142.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -125161.820312 Penalty: 3528.925537
	Iteration 33Q: 3 clusters Score -125161.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -125176.718750 Penalty: 3528.925537
	Iteration 34Q: 3 clusters Score -125176.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -125183.718750 Penalty: 3528.925537
	Iteration 35Q: 3 clusters Score -125183.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -125190.867188 Penalty: 3528.925537
	Iteration 36Q: 3 clusters Score -125190.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -125192.742188 Penalty: 3528.925537
	Iteration 37Q: 3 clusters Score -125192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -125192.742188 Penalty: 3528.925537
	Iteration 38F: 3 clusters Score -125192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 21081 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 207707 members 
Mstep: Class 6 contains 416 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 86829 members 
Mstep: Class 10 contains 25201 members 
Mstep: Class 11 contains 10823 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224298 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 34071 members 
Mstep: Class 19 contains 28864 members 
Mstep: Class 21 contains 206541 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 11896 members 
Entering Unmasked Estep 
Score: -104279848.000000 Penalty: 64462.460938
Splitting cluster 4 changes total score from -104281024.000000 to -104279848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (207707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207707 members 
Entering Unmasked Estep 
Score: -25300230.000000 Penalty: 3036.483154
	Iteration 0F: 2 clusters Score -2.530023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104220 members 
Mstep: Class 2 contains 103487 members 
Entering Unmasked Estep 
Score: -25167456.000000 Penalty: 6072.966309
	Iteration 0F: 3 clusters Score -2.516746e+07 nChanged 99959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109639 members 
Mstep: Class 2 contains 98068 members 
Entering Unmasked Estep 
Score: -25226264.000000 Penalty: 6072.966309
	Iteration 1F: 3 clusters Score -2.522626e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113228 members 
Mstep: Class 2 contains 94479 members 
Entering Unmasked Estep 
Score: -25228044.000000 Penalty: 6072.966309
	Iteration 2Q: 3 clusters Score -2.522804e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118662 members 
Mstep: Class 2 contains 89045 members 
Entering Unmasked Estep 
Score: -25230242.000000 Penalty: 6072.966309
	Iteration 3Q: 3 clusters Score -2.523024e+07 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126864 members 
Mstep: Class 2 contains 80843 members 
Entering Unmasked Estep 
Score: -25234740.000000 Penalty: 6072.966309
	Iteration 4Q: 3 clusters Score -2.523474e+07 nChanged 11992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138446 members 
Mstep: Class 2 contains 69261 members 
Entering Unmasked Estep 
Score: -25242106.000000 Penalty: 6072.966309
	Iteration 5F: 3 clusters Score -2.524211e+07 nChanged 15202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153490 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -25253406.000000 Penalty: 6072.966309
	Iteration 6F: 3 clusters Score -2.525341e+07 nChanged 16714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170134 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -25267354.000000 Penalty: 6072.966309
	Iteration 7F: 3 clusters Score -2.526735e+07 nChanged 14305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184399 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -25279888.000000 Penalty: 6072.966309
	Iteration 8F: 3 clusters Score -2.527989e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194110 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -25288032.000000 Penalty: 6072.966309
	Iteration 9Q: 3 clusters Score -2.528803e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199701 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -25292512.000000 Penalty: 6072.966309
	Iteration 10Q: 3 clusters Score -2.529251e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202681 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -25294614.000000 Penalty: 6072.966309
	Iteration 11Q: 3 clusters Score -2.529461e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204329 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -25295696.000000 Penalty: 6072.966309
	Iteration 12Q: 3 clusters Score -2.52957e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205234 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -25296394.000000 Penalty: 6072.966309
	Iteration 13Q: 3 clusters Score -2.529639e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205801 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -25296742.000000 Penalty: 6072.966309
	Iteration 14Q: 3 clusters Score -2.529674e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206143 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -25296948.000000 Penalty: 6072.966309
	Iteration 15Q: 3 clusters Score -2.529695e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206369 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -25297136.000000 Penalty: 6072.966309
	Iteration 16Q: 3 clusters Score -2.529714e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206514 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -25297274.000000 Penalty: 6072.966309
	Iteration 17Q: 3 clusters Score -2.529727e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206620 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -25297340.000000 Penalty: 6072.966309
	Iteration 18Q: 3 clusters Score -2.529734e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206699 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -25297400.000000 Penalty: 6072.966309
	Iteration 19Q: 3 clusters Score -2.52974e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206755 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -25297444.000000 Penalty: 6072.966309
	Iteration 20F: 3 clusters Score -2.529744e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206796 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -25297506.000000 Penalty: 6072.966309
	Iteration 21Q: 3 clusters Score -2.529751e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206829 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -25297546.000000 Penalty: 6072.966309
	Iteration 22Q: 3 clusters Score -2.529755e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206862 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -25297556.000000 Penalty: 6072.966309
	Iteration 23Q: 3 clusters Score -2.529756e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206886 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -25297552.000000 Penalty: 6072.966309
	Iteration 24Q: 3 clusters Score -2.529755e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206897 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -25297576.000000 Penalty: 6072.966309
	Iteration 25Q: 3 clusters Score -2.529758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206903 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -25297568.000000 Penalty: 6072.966309
	Iteration 26Q: 3 clusters Score -2.529757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206913 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -25297532.000000 Penalty: 6072.966309
	Iteration 27Q: 3 clusters Score -2.529753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206920 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -25297564.000000 Penalty: 6072.966309
	Iteration 28Q: 3 clusters Score -2.529756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206932 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -25297572.000000 Penalty: 6072.966309
	Iteration 29Q: 3 clusters Score -2.529757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206937 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -25297572.000000 Penalty: 6072.966309
	Iteration 30Q: 3 clusters Score -2.529757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206943 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -25297570.000000 Penalty: 6072.966309
	Iteration 31Q: 3 clusters Score -2.529757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206948 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -25297596.000000 Penalty: 6072.966309
	Iteration 32Q: 3 clusters Score -2.52976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206951 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -25297598.000000 Penalty: 6072.966309
	Iteration 33Q: 3 clusters Score -2.52976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206951 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -25297608.000000 Penalty: 6072.966309
	Iteration 34Q: 3 clusters Score -2.529761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206953 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -25297594.000000 Penalty: 6072.966309
	Iteration 35Q: 3 clusters Score -2.529759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206953 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -25297592.000000 Penalty: 6072.966309
	Iteration 36Q: 3 clusters Score -2.529759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206955 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -25297596.000000 Penalty: 6072.966309
	Iteration 37Q: 3 clusters Score -2.52976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206955 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -25297588.000000 Penalty: 6072.966309
	Iteration 38Q: 3 clusters Score -2.529759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206955 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -25297596.000000 Penalty: 6072.966309
	Iteration 39Q: 3 clusters Score -2.52976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206954 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -25297594.000000 Penalty: 6072.966309
	Iteration 40F: 3 clusters Score -2.529759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206952 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -25297602.000000 Penalty: 6072.966309
	Iteration 41Q: 3 clusters Score -2.52976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206952 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -25297596.000000 Penalty: 6072.966309
	Iteration 42Q: 3 clusters Score -2.52976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206953 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -25297592.000000 Penalty: 6072.966309
	Iteration 43Q: 3 clusters Score -2.529759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206954 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -25297596.000000 Penalty: 6072.966309
	Iteration 44Q: 3 clusters Score -2.52976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206955 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -25297578.000000 Penalty: 6072.966309
	Iteration 45Q: 3 clusters Score -2.529758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206956 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -25297584.000000 Penalty: 6072.966309
	Iteration 46Q: 3 clusters Score -2.529758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206955 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -25297586.000000 Penalty: 6072.966309
	Iteration 47Q: 3 clusters Score -2.529759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206955 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -25297586.000000 Penalty: 6072.966309
	Iteration 48F: 3 clusters Score -2.529759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Entering Unmasked Estep 
Score: -174364.421875 Penalty: 1817.940552
	Iteration 0F: 2 clusters Score -174364.4 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 752 members 
Entering Unmasked Estep 
Score: -172029.921875 Penalty: 3635.881104
	Iteration 0F: 3 clusters Score -172029.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -172399.515625 Penalty: 3635.881104
	Iteration 1F: 3 clusters Score -172399.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -172506.656250 Penalty: 3635.881104
	Iteration 2F: 3 clusters Score -172506.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -172579.828125 Penalty: 3635.881104
	Iteration 3Q: 3 clusters Score -172579.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -172645.343750 Penalty: 3635.881104
	Iteration 4Q: 3 clusters Score -172645.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -172692.000000 Penalty: 3635.881104
	Iteration 5Q: 3 clusters Score -172692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -172737.640625 Penalty: 3635.881104
	Iteration 6Q: 3 clusters Score -172737.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -172780.671875 Penalty: 3635.881104
	Iteration 7Q: 3 clusters Score -172780.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -172814.406250 Penalty: 3635.881104
	Iteration 8Q: 3 clusters Score -172814.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -172836.046875 Penalty: 3635.881104
	Iteration 9Q: 3 clusters Score -172836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -172857.421875 Penalty: 3635.881104
	Iteration 10Q: 3 clusters Score -172857.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -172870.296875 Penalty: 3635.881104
	Iteration 11Q: 3 clusters Score -172870.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -172881.000000 Penalty: 3635.881104
	Iteration 12Q: 3 clusters Score -172881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -172891.109375 Penalty: 3635.881104
	Iteration 13Q: 3 clusters Score -172891.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -172896.281250 Penalty: 3635.881104
	Iteration 14Q: 3 clusters Score -172896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -172900.406250 Penalty: 3635.881104
	Iteration 15Q: 3 clusters Score -172900.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -172912.265625 Penalty: 3635.881104
	Iteration 16Q: 3 clusters Score -172912.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -172927.421875 Penalty: 3635.881104
	Iteration 17Q: 3 clusters Score -172927.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -172937.687500 Penalty: 3635.881104
	Iteration 18Q: 3 clusters Score -172937.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -172946.125000 Penalty: 3635.881104
	Iteration 19Q: 3 clusters Score -172946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -172948.828125 Penalty: 3635.881104
	Iteration 20F: 3 clusters Score -172948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -172950.578125 Penalty: 3635.881104
	Iteration 21Q: 3 clusters Score -172950.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -172951.062500 Penalty: 3635.881104
	Iteration 22Q: 3 clusters Score -172951.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -172951.062500 Penalty: 3635.881104
	Iteration 23F: 3 clusters Score -172951.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (86829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86829 members 
Entering Unmasked Estep 
Score: -10635559.000000 Penalty: 2820.180420
	Iteration 0F: 2 clusters Score -1.063556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -10577825.000000 Penalty: 5640.360840
	Iteration 0F: 3 clusters Score -1.057782e+07 nChanged 40804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -10600847.000000 Penalty: 5640.360840
	Iteration 1F: 3 clusters Score -1.060085e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -10601685.000000 Penalty: 5640.360840
	Iteration 2Q: 3 clusters Score -1.060168e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -10602494.000000 Penalty: 5640.360840
	Iteration 3Q: 3 clusters Score -1.060249e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -10603720.000000 Penalty: 5640.360840
	Iteration 4Q: 3 clusters Score -1.060372e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -10605550.000000 Penalty: 5640.360840
	Iteration 5Q: 3 clusters Score -1.060555e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -10608384.000000 Penalty: 5640.360840
	Iteration 6Q: 3 clusters Score -1.060838e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -10612482.000000 Penalty: 5640.360840
	Iteration 7F: 3 clusters Score -1.061248e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -10616915.000000 Penalty: 5640.360840
	Iteration 8F: 3 clusters Score -1.061692e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 61556 members 
Entering Unmasked Estep 
Score: -10620327.000000 Penalty: 5640.360840
	Iteration 9F: 3 clusters Score -1.062033e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -10622203.000000 Penalty: 5640.360840
	Iteration 10Q: 3 clusters Score -1.06222e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 64488 members 
Entering Unmasked Estep 
Score: -10623122.000000 Penalty: 5640.360840
	Iteration 11Q: 3 clusters Score -1.062312e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 65861 members 
Entering Unmasked Estep 
Score: -10623764.000000 Penalty: 5640.360840
	Iteration 12Q: 3 clusters Score -1.062376e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -10624375.000000 Penalty: 5640.360840
	Iteration 13Q: 3 clusters Score -1.062438e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 68559 members 
Entering Unmasked Estep 
Score: -10624893.000000 Penalty: 5640.360840
	Iteration 14Q: 3 clusters Score -1.062489e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
Score: -10625404.000000 Penalty: 5640.360840
	Iteration 15Q: 3 clusters Score -1.06254e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 71259 members 
Entering Unmasked Estep 
Score: -10625955.000000 Penalty: 5640.360840
	Iteration 16Q: 3 clusters Score -1.062596e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 72601 members 
Entering Unmasked Estep 
Score: -10626521.000000 Penalty: 5640.360840
	Iteration 17Q: 3 clusters Score -1.062652e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 73961 members 
Entering Unmasked Estep 
Score: -10627195.000000 Penalty: 5640.360840
	Iteration 18Q: 3 clusters Score -1.06272e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 75311 members 
Entering Unmasked Estep 
Score: -10627846.000000 Penalty: 5640.360840
	Iteration 19Q: 3 clusters Score -1.062785e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 76655 members 
Entering Unmasked Estep 
Score: -10628432.000000 Penalty: 5640.360840
	Iteration 20F: 3 clusters Score -1.062843e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 77951 members 
Entering Unmasked Estep 
Score: -10629069.000000 Penalty: 5640.360840
	Iteration 21Q: 3 clusters Score -1.062907e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -10629586.000000 Penalty: 5640.360840
	Iteration 22Q: 3 clusters Score -1.062959e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -10630169.000000 Penalty: 5640.360840
	Iteration 23Q: 3 clusters Score -1.063017e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 81222 members 
Entering Unmasked Estep 
Score: -10630656.000000 Penalty: 5640.360840
	Iteration 24Q: 3 clusters Score -1.063066e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 82118 members 
Entering Unmasked Estep 
Score: -10631079.000000 Penalty: 5640.360840
	Iteration 25Q: 3 clusters Score -1.063108e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 82904 members 
Entering Unmasked Estep 
Score: -10631516.000000 Penalty: 5640.360840
	Iteration 26Q: 3 clusters Score -1.063152e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 83545 members 
Entering Unmasked Estep 
Score: -10631863.000000 Penalty: 5640.360840
	Iteration 27Q: 3 clusters Score -1.063186e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 84065 members 
Entering Unmasked Estep 
Score: -10632110.000000 Penalty: 5640.360840
	Iteration 28Q: 3 clusters Score -1.063211e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 84479 members 
Entering Unmasked Estep 
Score: -10632325.000000 Penalty: 5640.360840
	Iteration 29Q: 3 clusters Score -1.063232e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 84799 members 
Entering Unmasked Estep 
Score: -10632491.000000 Penalty: 5640.360840
	Iteration 30Q: 3 clusters Score -1.063249e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 85055 members 
Entering Unmasked Estep 
Score: -10632644.000000 Penalty: 5640.360840
	Iteration 31Q: 3 clusters Score -1.063264e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 85254 members 
Entering Unmasked Estep 
Score: -10632732.000000 Penalty: 5640.360840
	Iteration 32Q: 3 clusters Score -1.063273e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 85400 members 
Entering Unmasked Estep 
Score: -10632820.000000 Penalty: 5640.360840
	Iteration 33Q: 3 clusters Score -1.063282e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 85539 members 
Entering Unmasked Estep 
Score: -10632883.000000 Penalty: 5640.360840
	Iteration 34Q: 3 clusters Score -1.063288e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 85653 members 
Entering Unmasked Estep 
Score: -10632990.000000 Penalty: 5640.360840
	Iteration 35Q: 3 clusters Score -1.063299e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 85750 members 
Entering Unmasked Estep 
Score: -10633035.000000 Penalty: 5640.360840
	Iteration 36Q: 3 clusters Score -1.063304e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 85816 members 
Entering Unmasked Estep 
Score: -10633062.000000 Penalty: 5640.360840
	Iteration 37Q: 3 clusters Score -1.063306e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 85864 members 
Entering Unmasked Estep 
Score: -10633101.000000 Penalty: 5640.360840
	Iteration 38Q: 3 clusters Score -1.06331e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 85903 members 
Entering Unmasked Estep 
Score: -10633130.000000 Penalty: 5640.360840
	Iteration 39Q: 3 clusters Score -1.063313e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -10633157.000000 Penalty: 5640.360840
	Iteration 40F: 3 clusters Score -1.063316e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 85951 members 
Entering Unmasked Estep 
Score: -10633156.000000 Penalty: 5640.360840
	Iteration 41Q: 3 clusters Score -1.063316e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 85969 members 
Entering Unmasked Estep 
Score: -10633169.000000 Penalty: 5640.360840
	Iteration 42Q: 3 clusters Score -1.063317e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 85984 members 
Entering Unmasked Estep 
Score: -10633178.000000 Penalty: 5640.360840
	Iteration 43Q: 3 clusters Score -1.063318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 85993 members 
Entering Unmasked Estep 
Score: -10633191.000000 Penalty: 5640.360840
	Iteration 44Q: 3 clusters Score -1.063319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 86001 members 
Entering Unmasked Estep 
Score: -10633191.000000 Penalty: 5640.360840
	Iteration 45Q: 3 clusters Score -1.063319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 86011 members 
Entering Unmasked Estep 
Score: -10633194.000000 Penalty: 5640.360840
	Iteration 46Q: 3 clusters Score -1.063319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 86024 members 
Entering Unmasked Estep 
Score: -10633199.000000 Penalty: 5640.360840
	Iteration 47Q: 3 clusters Score -1.06332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 86029 members 
Entering Unmasked Estep 
Score: -10633221.000000 Penalty: 5640.360840
	Iteration 48Q: 3 clusters Score -1.063322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -10633223.000000 Penalty: 5640.360840
	Iteration 49Q: 3 clusters Score -1.063322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 86034 members 
Entering Unmasked Estep 
Score: -10633219.000000 Penalty: 5640.360840
	Iteration 50Q: 3 clusters Score -1.063322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 86036 members 
Entering Unmasked Estep 
Score: -10633224.000000 Penalty: 5640.360840
	Iteration 51Q: 3 clusters Score -1.063322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 86038 members 
Entering Unmasked Estep 
Score: -10633224.000000 Penalty: 5640.360840
	Iteration 52Q: 3 clusters Score -1.063322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 86039 members 
Entering Unmasked Estep 
Score: -10633217.000000 Penalty: 5640.360840
	Iteration 53Q: 3 clusters Score -1.063322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 86038 members 
Entering Unmasked Estep 
Score: -10633219.000000 Penalty: 5640.360840
	Iteration 54Q: 3 clusters Score -1.063322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 86038 members 
Entering Unmasked Estep 
Score: -10633219.000000 Penalty: 5640.360840
	Iteration 55F: 3 clusters Score -1.063322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Entering Unmasked Estep 
Score: -3018728.250000 Penalty: 2513.390381
	Iteration 0F: 2 clusters Score -3018728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -3001296.500000 Penalty: 5026.780762
	Iteration 0F: 3 clusters Score -3001296 nChanged 11230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3007114.000000 Penalty: 5026.780762
	Iteration 1F: 3 clusters Score -3007114 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3007520.250000 Penalty: 5026.780762
	Iteration 2Q: 3 clusters Score -3007520 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3007905.500000 Penalty: 5026.780762
	Iteration 3Q: 3 clusters Score -3007906 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3008346.750000 Penalty: 5026.780762
	Iteration 4Q: 3 clusters Score -3008347 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -3008857.000000 Penalty: 5026.780762
	Iteration 5Q: 3 clusters Score -3008857 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3009496.000000 Penalty: 5026.780762
	Iteration 6Q: 3 clusters Score -3009496 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -3010350.500000 Penalty: 5026.780762
	Iteration 7F: 3 clusters Score -3010350 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -3011470.500000 Penalty: 5026.780762
	Iteration 8F: 3 clusters Score -3011470 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -3012770.500000 Penalty: 5026.780762
	Iteration 9F: 3 clusters Score -3012770 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3014010.500000 Penalty: 5026.780762
	Iteration 10F: 3 clusters Score -3014010 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3014952.250000 Penalty: 5026.780762
	Iteration 11Q: 3 clusters Score -3014952 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3015621.500000 Penalty: 5026.780762
	Iteration 12Q: 3 clusters Score -3015622 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -3016029.750000 Penalty: 5026.780762
	Iteration 13Q: 3 clusters Score -3016030 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -3016241.500000 Penalty: 5026.780762
	Iteration 14Q: 3 clusters Score -3016242 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3016346.500000 Penalty: 5026.780762
	Iteration 15Q: 3 clusters Score -3016346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3016401.500000 Penalty: 5026.780762
	Iteration 16Q: 3 clusters Score -3016402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3016435.250000 Penalty: 5026.780762
	Iteration 17Q: 3 clusters Score -3016435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -3016464.750000 Penalty: 5026.780762
	Iteration 18Q: 3 clusters Score -3016465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -3016490.750000 Penalty: 5026.780762
	Iteration 19Q: 3 clusters Score -3016491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -3016516.500000 Penalty: 5026.780762
	Iteration 20F: 3 clusters Score -3016516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -3016525.500000 Penalty: 5026.780762
	Iteration 21Q: 3 clusters Score -3016526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3016535.250000 Penalty: 5026.780762
	Iteration 22Q: 3 clusters Score -3016535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -3016544.250000 Penalty: 5026.780762
	Iteration 23Q: 3 clusters Score -3016544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -3016550.750000 Penalty: 5026.780762
	Iteration 24Q: 3 clusters Score -3016551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3016554.250000 Penalty: 5026.780762
	Iteration 25Q: 3 clusters Score -3016554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3016558.500000 Penalty: 5026.780762
	Iteration 26Q: 3 clusters Score -3016558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3016558.500000 Penalty: 5026.780762
	Iteration 27F: 3 clusters Score -3016558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Entering Unmasked Estep 
Score: -1259094.250000 Penalty: 2303.778320
	Iteration 0F: 2 clusters Score -1259094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1250920.125000 Penalty: 4607.556641
	Iteration 0F: 3 clusters Score -1250920 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1253350.875000 Penalty: 4607.556641
	Iteration 1F: 3 clusters Score -1253351 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1253797.500000 Penalty: 4607.556641
	Iteration 2F: 3 clusters Score -1253798 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1254125.875000 Penalty: 4607.556641
	Iteration 3F: 3 clusters Score -1254126 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1254398.000000 Penalty: 4607.556641
	Iteration 4Q: 3 clusters Score -1254398 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1254627.750000 Penalty: 4607.556641
	Iteration 5Q: 3 clusters Score -1254628 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1254833.500000 Penalty: 4607.556641
	Iteration 6Q: 3 clusters Score -1254834 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1255035.750000 Penalty: 4607.556641
	Iteration 7Q: 3 clusters Score -1255036 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1255246.250000 Penalty: 4607.556641
	Iteration 8Q: 3 clusters Score -1255246 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1255454.750000 Penalty: 4607.556641
	Iteration 9Q: 3 clusters Score -1255455 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1255694.625000 Penalty: 4607.556641
	Iteration 10Q: 3 clusters Score -1255695 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1255934.250000 Penalty: 4607.556641
	Iteration 11Q: 3 clusters Score -1255934 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1256131.375000 Penalty: 4607.556641
	Iteration 12Q: 3 clusters Score -1256131 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1256251.375000 Penalty: 4607.556641
	Iteration 13Q: 3 clusters Score -1256251 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1256326.375000 Penalty: 4607.556641
	Iteration 14Q: 3 clusters Score -1256326 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1256379.625000 Penalty: 4607.556641
	Iteration 15Q: 3 clusters Score -1256380 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1256418.875000 Penalty: 4607.556641
	Iteration 16Q: 3 clusters Score -1256419 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1256450.000000 Penalty: 4607.556641
	Iteration 17Q: 3 clusters Score -1256450 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1256468.000000 Penalty: 4607.556641
	Iteration 18Q: 3 clusters Score -1256468 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1256480.375000 Penalty: 4607.556641
	Iteration 19Q: 3 clusters Score -1256480 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1256493.750000 Penalty: 4607.556641
	Iteration 20F: 3 clusters Score -1256494 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1256510.250000 Penalty: 4607.556641
	Iteration 21Q: 3 clusters Score -1256510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1256518.875000 Penalty: 4607.556641
	Iteration 22Q: 3 clusters Score -1256519 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1256527.375000 Penalty: 4607.556641
	Iteration 23Q: 3 clusters Score -1256527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1256531.875000 Penalty: 4607.556641
	Iteration 24Q: 3 clusters Score -1256532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1256539.375000 Penalty: 4607.556641
	Iteration 25Q: 3 clusters Score -1256539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1256545.375000 Penalty: 4607.556641
	Iteration 26Q: 3 clusters Score -1256545 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1256555.750000 Penalty: 4607.556641
	Iteration 27Q: 3 clusters Score -1256556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1256566.125000 Penalty: 4607.556641
	Iteration 28Q: 3 clusters Score -1256566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1256575.125000 Penalty: 4607.556641
	Iteration 29Q: 3 clusters Score -1256575 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1256588.000000 Penalty: 4607.556641
	Iteration 30Q: 3 clusters Score -1256588 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1256601.250000 Penalty: 4607.556641
	Iteration 31Q: 3 clusters Score -1256601 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1256607.125000 Penalty: 4607.556641
	Iteration 32Q: 3 clusters Score -1256607 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1256616.875000 Penalty: 4607.556641
	Iteration 33Q: 3 clusters Score -1256617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1256623.750000 Penalty: 4607.556641
	Iteration 34Q: 3 clusters Score -1256624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1256630.625000 Penalty: 4607.556641
	Iteration 35Q: 3 clusters Score -1256631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1256637.375000 Penalty: 4607.556641
	Iteration 36Q: 3 clusters Score -1256637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1256645.875000 Penalty: 4607.556641
	Iteration 37Q: 3 clusters Score -1256646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1256653.750000 Penalty: 4607.556641
	Iteration 38Q: 3 clusters Score -1256654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1256663.750000 Penalty: 4607.556641
	Iteration 39Q: 3 clusters Score -1256664 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1256675.375000 Penalty: 4607.556641
	Iteration 40F: 3 clusters Score -1256675 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1256685.000000 Penalty: 4607.556641
	Iteration 41Q: 3 clusters Score -1256685 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1256696.250000 Penalty: 4607.556641
	Iteration 42Q: 3 clusters Score -1256696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1256703.250000 Penalty: 4607.556641
	Iteration 43Q: 3 clusters Score -1256703 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1256709.375000 Penalty: 4607.556641
	Iteration 44Q: 3 clusters Score -1256709 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1256715.000000 Penalty: 4607.556641
	Iteration 45Q: 3 clusters Score -1256715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1256722.500000 Penalty: 4607.556641
	Iteration 46Q: 3 clusters Score -1256722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1256729.875000 Penalty: 4607.556641
	Iteration 47Q: 3 clusters Score -1256730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1256737.125000 Penalty: 4607.556641
	Iteration 48Q: 3 clusters Score -1256737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1256745.250000 Penalty: 4607.556641
	Iteration 49Q: 3 clusters Score -1256745 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1256757.500000 Penalty: 4607.556641
	Iteration 50Q: 3 clusters Score -1256758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1256761.000000 Penalty: 4607.556641
	Iteration 51Q: 3 clusters Score -1256761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1256763.875000 Penalty: 4607.556641
	Iteration 52Q: 3 clusters Score -1256764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1256767.500000 Penalty: 4607.556641
	Iteration 53Q: 3 clusters Score -1256768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1256770.750000 Penalty: 4607.556641
	Iteration 54Q: 3 clusters Score -1256771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1256776.500000 Penalty: 4607.556641
	Iteration 55Q: 3 clusters Score -1256776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1256783.375000 Penalty: 4607.556641
	Iteration 56Q: 3 clusters Score -1256783 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1256788.750000 Penalty: 4607.556641
	Iteration 57Q: 3 clusters Score -1256789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1256796.750000 Penalty: 4607.556641
	Iteration 58Q: 3 clusters Score -1256797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1256802.375000 Penalty: 4607.556641
	Iteration 59Q: 3 clusters Score -1256802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1256807.625000 Penalty: 4607.556641
	Iteration 60F: 3 clusters Score -1256808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1256811.500000 Penalty: 4607.556641
	Iteration 61Q: 3 clusters Score -1256812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1256820.000000 Penalty: 4607.556641
	Iteration 62Q: 3 clusters Score -1256820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1256825.375000 Penalty: 4607.556641
	Iteration 63Q: 3 clusters Score -1256825 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1256832.125000 Penalty: 4607.556641
	Iteration 64Q: 3 clusters Score -1256832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1256839.750000 Penalty: 4607.556641
	Iteration 65Q: 3 clusters Score -1256840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1256851.750000 Penalty: 4607.556641
	Iteration 66Q: 3 clusters Score -1256852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1256857.625000 Penalty: 4607.556641
	Iteration 67Q: 3 clusters Score -1256858 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1256867.875000 Penalty: 4607.556641
	Iteration 68Q: 3 clusters Score -1256868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1256878.500000 Penalty: 4607.556641
	Iteration 69Q: 3 clusters Score -1256878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1256884.625000 Penalty: 4607.556641
	Iteration 70Q: 3 clusters Score -1256885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1256893.875000 Penalty: 4607.556641
	Iteration 71Q: 3 clusters Score -1256894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1256899.000000 Penalty: 4607.556641
	Iteration 72Q: 3 clusters Score -1256899 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1256908.125000 Penalty: 4607.556641
	Iteration 73Q: 3 clusters Score -1256908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1256917.250000 Penalty: 4607.556641
	Iteration 74Q: 3 clusters Score -1256917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1256920.250000 Penalty: 4607.556641
	Iteration 75Q: 3 clusters Score -1256920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1256924.000000 Penalty: 4607.556641
	Iteration 76Q: 3 clusters Score -1256924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1256929.375000 Penalty: 4607.556641
	Iteration 77Q: 3 clusters Score -1256929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1256925.500000 Penalty: 4607.556641
	Iteration 78Q: 3 clusters Score -1256926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1256928.000000 Penalty: 4607.556641
	Iteration 79Q: 3 clusters Score -1256928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1256930.875000 Penalty: 4607.556641
	Iteration 80F: 3 clusters Score -1256931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1256936.625000 Penalty: 4607.556641
	Iteration 81Q: 3 clusters Score -1256937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1256937.375000 Penalty: 4607.556641
	Iteration 82Q: 3 clusters Score -1256937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1256942.625000 Penalty: 4607.556641
	Iteration 83Q: 3 clusters Score -1256943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1256947.875000 Penalty: 4607.556641
	Iteration 84Q: 3 clusters Score -1256948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1256951.750000 Penalty: 4607.556641
	Iteration 85Q: 3 clusters Score -1256952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1256952.500000 Penalty: 4607.556641
	Iteration 86Q: 3 clusters Score -1256952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1256957.375000 Penalty: 4607.556641
	Iteration 87Q: 3 clusters Score -1256957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1256967.125000 Penalty: 4607.556641
	Iteration 88Q: 3 clusters Score -1256967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1256968.875000 Penalty: 4607.556641
	Iteration 89Q: 3 clusters Score -1256969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1256969.500000 Penalty: 4607.556641
	Iteration 90Q: 3 clusters Score -1256970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1256977.375000 Penalty: 4607.556641
	Iteration 91Q: 3 clusters Score -1256977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1256981.625000 Penalty: 4607.556641
	Iteration 92Q: 3 clusters Score -1256982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1256979.750000 Penalty: 4607.556641
	Iteration 93Q: 3 clusters Score -1256980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1256978.750000 Penalty: 4607.556641
	Iteration 94Q: 3 clusters Score -1256979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1256981.625000 Penalty: 4607.556641
	Iteration 95Q: 3 clusters Score -1256982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1256983.875000 Penalty: 4607.556641
	Iteration 96Q: 3 clusters Score -1256984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1256985.250000 Penalty: 4607.556641
	Iteration 97Q: 3 clusters Score -1256985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1256986.750000 Penalty: 4607.556641
	Iteration 98Q: 3 clusters Score -1256987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1256989.000000 Penalty: 4607.556641
	Iteration 99Q: 3 clusters Score -1256989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1256991.000000 Penalty: 4607.556641
	Iteration 100F: 3 clusters Score -1256991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1256997.250000 Penalty: 4607.556641
	Iteration 101Q: 3 clusters Score -1256997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1256995.375000 Penalty: 4607.556641
	Iteration 102Q: 3 clusters Score -1256995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1256998.625000 Penalty: 4607.556641
	Iteration 103Q: 3 clusters Score -1256999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1257003.000000 Penalty: 4607.556641
	Iteration 104Q: 3 clusters Score -1257003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1257003.750000 Penalty: 4607.556641
	Iteration 105Q: 3 clusters Score -1257004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1257007.750000 Penalty: 4607.556641
	Iteration 106Q: 3 clusters Score -1257008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1257013.375000 Penalty: 4607.556641
	Iteration 107Q: 3 clusters Score -1257013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1257013.375000 Penalty: 4607.556641
	Iteration 108Q: 3 clusters Score -1257013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1257017.125000 Penalty: 4607.556641
	Iteration 109Q: 3 clusters Score -1257017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1257023.750000 Penalty: 4607.556641
	Iteration 110Q: 3 clusters Score -1257024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1257023.125000 Penalty: 4607.556641
	Iteration 111Q: 3 clusters Score -1257023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1257024.500000 Penalty: 4607.556641
	Iteration 112Q: 3 clusters Score -1257024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1257030.500000 Penalty: 4607.556641
	Iteration 113Q: 3 clusters Score -1257030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1257027.750000 Penalty: 4607.556641
	Iteration 114Q: 3 clusters Score -1257028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1257030.125000 Penalty: 4607.556641
	Iteration 115Q: 3 clusters Score -1257030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1257030.625000 Penalty: 4607.556641
	Iteration 116Q: 3 clusters Score -1257031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1257032.750000 Penalty: 4607.556641
	Iteration 117Q: 3 clusters Score -1257033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1257035.375000 Penalty: 4607.556641
	Iteration 118Q: 3 clusters Score -1257035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1257035.875000 Penalty: 4607.556641
	Iteration 119Q: 3 clusters Score -1257036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1257036.875000 Penalty: 4607.556641
	Iteration 120F: 3 clusters Score -1257037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1257036.250000 Penalty: 4607.556641
	Iteration 121Q: 3 clusters Score -1257036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1257038.125000 Penalty: 4607.556641
	Iteration 122Q: 3 clusters Score -1257038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1257039.750000 Penalty: 4607.556641
	Iteration 123Q: 3 clusters Score -1257040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1257040.000000 Penalty: 4607.556641
	Iteration 124Q: 3 clusters Score -1257040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1257041.875000 Penalty: 4607.556641
	Iteration 125Q: 3 clusters Score -1257042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1257038.500000 Penalty: 4607.556641
	Iteration 126Q: 3 clusters Score -1257038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1257040.250000 Penalty: 4607.556641
	Iteration 127Q: 3 clusters Score -1257040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1257041.750000 Penalty: 4607.556641
	Iteration 128Q: 3 clusters Score -1257042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1257045.875000 Penalty: 4607.556641
	Iteration 129Q: 3 clusters Score -1257046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1257048.500000 Penalty: 4607.556641
	Iteration 130Q: 3 clusters Score -1257048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1257049.250000 Penalty: 4607.556641
	Iteration 131Q: 3 clusters Score -1257049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1257050.625000 Penalty: 4607.556641
	Iteration 132Q: 3 clusters Score -1257051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1257048.875000 Penalty: 4607.556641
	Iteration 133Q: 3 clusters Score -1257049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1257050.750000 Penalty: 4607.556641
	Iteration 134Q: 3 clusters Score -1257051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1257053.500000 Penalty: 4607.556641
	Iteration 135Q: 3 clusters Score -1257054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1257055.500000 Penalty: 4607.556641
	Iteration 136Q: 3 clusters Score -1257056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1257057.250000 Penalty: 4607.556641
	Iteration 137Q: 3 clusters Score -1257057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1257063.500000 Penalty: 4607.556641
	Iteration 138Q: 3 clusters Score -1257064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1257072.625000 Penalty: 4607.556641
	Iteration 139Q: 3 clusters Score -1257073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1257077.000000 Penalty: 4607.556641
	Iteration 140F: 3 clusters Score -1257077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1257079.125000 Penalty: 4607.556641
	Iteration 141Q: 3 clusters Score -1257079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1257081.000000 Penalty: 4607.556641
	Iteration 142Q: 3 clusters Score -1257081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1257087.125000 Penalty: 4607.556641
	Iteration 143Q: 3 clusters Score -1257087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1257090.125000 Penalty: 4607.556641
	Iteration 144Q: 3 clusters Score -1257090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1257094.250000 Penalty: 4607.556641
	Iteration 145Q: 3 clusters Score -1257094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1257104.250000 Penalty: 4607.556641
	Iteration 146Q: 3 clusters Score -1257104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1257110.625000 Penalty: 4607.556641
	Iteration 147Q: 3 clusters Score -1257111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1257117.500000 Penalty: 4607.556641
	Iteration 148Q: 3 clusters Score -1257118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1257122.625000 Penalty: 4607.556641
	Iteration 149Q: 3 clusters Score -1257123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1257127.875000 Penalty: 4607.556641
	Iteration 150Q: 3 clusters Score -1257128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1257137.500000 Penalty: 4607.556641
	Iteration 151Q: 3 clusters Score -1257138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1257143.875000 Penalty: 4607.556641
	Iteration 152Q: 3 clusters Score -1257144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1257154.500000 Penalty: 4607.556641
	Iteration 153Q: 3 clusters Score -1257154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1257166.125000 Penalty: 4607.556641
	Iteration 154Q: 3 clusters Score -1257166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1257182.750000 Penalty: 4607.556641
	Iteration 155Q: 3 clusters Score -1257183 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1257196.500000 Penalty: 4607.556641
	Iteration 156Q: 3 clusters Score -1257196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1257205.750000 Penalty: 4607.556641
	Iteration 157Q: 3 clusters Score -1257206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1257217.750000 Penalty: 4607.556641
	Iteration 158Q: 3 clusters Score -1257218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1257231.625000 Penalty: 4607.556641
	Iteration 159Q: 3 clusters Score -1257232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1257237.250000 Penalty: 4607.556641
	Iteration 160F: 3 clusters Score -1257237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1257236.500000 Penalty: 4607.556641
	Iteration 161Q: 3 clusters Score -1257236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1257242.625000 Penalty: 4607.556641
	Iteration 162Q: 3 clusters Score -1257243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1257251.250000 Penalty: 4607.556641
	Iteration 163Q: 3 clusters Score -1257251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1257260.875000 Penalty: 4607.556641
	Iteration 164Q: 3 clusters Score -1257261 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1257271.375000 Penalty: 4607.556641
	Iteration 165Q: 3 clusters Score -1257271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1257274.250000 Penalty: 4607.556641
	Iteration 166Q: 3 clusters Score -1257274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1257286.375000 Penalty: 4607.556641
	Iteration 167Q: 3 clusters Score -1257286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1257289.625000 Penalty: 4607.556641
	Iteration 168Q: 3 clusters Score -1257290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1257299.375000 Penalty: 4607.556641
	Iteration 169Q: 3 clusters Score -1257299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1257307.000000 Penalty: 4607.556641
	Iteration 170Q: 3 clusters Score -1257307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1257309.250000 Penalty: 4607.556641
	Iteration 171Q: 3 clusters Score -1257309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1257315.125000 Penalty: 4607.556641
	Iteration 172Q: 3 clusters Score -1257315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1257319.375000 Penalty: 4607.556641
	Iteration 173Q: 3 clusters Score -1257319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1257319.500000 Penalty: 4607.556641
	Iteration 174Q: 3 clusters Score -1257320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1257323.250000 Penalty: 4607.556641
	Iteration 175Q: 3 clusters Score -1257323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1257318.625000 Penalty: 4607.556641
	Iteration 176Q: 3 clusters Score -1257319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1257322.250000 Penalty: 4607.556641
	Iteration 177Q: 3 clusters Score -1257322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1257327.750000 Penalty: 4607.556641
	Iteration 178Q: 3 clusters Score -1257328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1257330.375000 Penalty: 4607.556641
	Iteration 179Q: 3 clusters Score -1257330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1257331.375000 Penalty: 4607.556641
	Iteration 180F: 3 clusters Score -1257331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1257330.250000 Penalty: 4607.556641
	Iteration 181Q: 3 clusters Score -1257330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1257333.625000 Penalty: 4607.556641
	Iteration 182Q: 3 clusters Score -1257334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1257334.500000 Penalty: 4607.556641
	Iteration 183Q: 3 clusters Score -1257334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1257337.500000 Penalty: 4607.556641
	Iteration 184Q: 3 clusters Score -1257338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1257342.625000 Penalty: 4607.556641
	Iteration 185Q: 3 clusters Score -1257343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1257341.125000 Penalty: 4607.556641
	Iteration 186Q: 3 clusters Score -1257341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1257344.750000 Penalty: 4607.556641
	Iteration 187Q: 3 clusters Score -1257345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1257344.500000 Penalty: 4607.556641
	Iteration 188Q: 3 clusters Score -1257344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1257348.375000 Penalty: 4607.556641
	Iteration 189Q: 3 clusters Score -1257348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1257345.875000 Penalty: 4607.556641
	Iteration 190Q: 3 clusters Score -1257346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1257347.750000 Penalty: 4607.556641
	Iteration 191Q: 3 clusters Score -1257348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1257349.875000 Penalty: 4607.556641
	Iteration 192Q: 3 clusters Score -1257350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1257353.875000 Penalty: 4607.556641
	Iteration 193Q: 3 clusters Score -1257354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1257354.375000 Penalty: 4607.556641
	Iteration 194Q: 3 clusters Score -1257354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1257354.000000 Penalty: 4607.556641
	Iteration 195Q: 3 clusters Score -1257354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1257355.500000 Penalty: 4607.556641
	Iteration 196Q: 3 clusters Score -1257356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1257354.250000 Penalty: 4607.556641
	Iteration 197Q: 3 clusters Score -1257354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1257355.125000 Penalty: 4607.556641
	Iteration 198Q: 3 clusters Score -1257355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1257359.125000 Penalty: 4607.556641
	Iteration 199Q: 3 clusters Score -1257359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1257361.750000 Penalty: 4607.556641
	Iteration 200F: 3 clusters Score -1257362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1257365.625000 Penalty: 4607.556641
	Iteration 201Q: 3 clusters Score -1257366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1257371.250000 Penalty: 4607.556641
	Iteration 202Q: 3 clusters Score -1257371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1257365.875000 Penalty: 4607.556641
	Iteration 203Q: 3 clusters Score -1257366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1257370.625000 Penalty: 4607.556641
	Iteration 204Q: 3 clusters Score -1257371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1257372.875000 Penalty: 4607.556641
	Iteration 205Q: 3 clusters Score -1257373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1257376.250000 Penalty: 4607.556641
	Iteration 206Q: 3 clusters Score -1257376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1257375.500000 Penalty: 4607.556641
	Iteration 207Q: 3 clusters Score -1257376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1257375.000000 Penalty: 4607.556641
	Iteration 208Q: 3 clusters Score -1257375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1257377.625000 Penalty: 4607.556641
	Iteration 209Q: 3 clusters Score -1257378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1257381.375000 Penalty: 4607.556641
	Iteration 210Q: 3 clusters Score -1257381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1257383.125000 Penalty: 4607.556641
	Iteration 211Q: 3 clusters Score -1257383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1257386.375000 Penalty: 4607.556641
	Iteration 212Q: 3 clusters Score -1257386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1257391.500000 Penalty: 4607.556641
	Iteration 213Q: 3 clusters Score -1257392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1257393.000000 Penalty: 4607.556641
	Iteration 214Q: 3 clusters Score -1257393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1257399.000000 Penalty: 4607.556641
	Iteration 215Q: 3 clusters Score -1257399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1257400.000000 Penalty: 4607.556641
	Iteration 216Q: 3 clusters Score -1257400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1257400.625000 Penalty: 4607.556641
	Iteration 217Q: 3 clusters Score -1257401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1257403.375000 Penalty: 4607.556641
	Iteration 218Q: 3 clusters Score -1257403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1257404.000000 Penalty: 4607.556641
	Iteration 219Q: 3 clusters Score -1257404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1257407.750000 Penalty: 4607.556641
	Iteration 220F: 3 clusters Score -1257408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1257411.250000 Penalty: 4607.556641
	Iteration 221Q: 3 clusters Score -1257411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1257412.500000 Penalty: 4607.556641
	Iteration 222Q: 3 clusters Score -1257412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1257413.125000 Penalty: 4607.556641
	Iteration 223Q: 3 clusters Score -1257413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1257414.625000 Penalty: 4607.556641
	Iteration 224Q: 3 clusters Score -1257415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1257417.375000 Penalty: 4607.556641
	Iteration 225Q: 3 clusters Score -1257417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1257416.125000 Penalty: 4607.556641
	Iteration 226Q: 3 clusters Score -1257416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1257415.750000 Penalty: 4607.556641
	Iteration 227Q: 3 clusters Score -1257416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1257416.375000 Penalty: 4607.556641
	Iteration 228Q: 3 clusters Score -1257416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1257416.125000 Penalty: 4607.556641
	Iteration 229Q: 3 clusters Score -1257416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1257415.875000 Penalty: 4607.556641
	Iteration 230Q: 3 clusters Score -1257416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1257415.875000 Penalty: 4607.556641
	Iteration 231F: 3 clusters Score -1257416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -63425.691406 Penalty: 1600.108154
	Iteration 0F: 2 clusters Score -63425.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61908.839844 Penalty: 3200.216309
	Iteration 0F: 3 clusters Score -61908.84 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -62252.914062 Penalty: 3200.216309
	Iteration 1F: 3 clusters Score -62252.91 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -62423.972656 Penalty: 3200.216309
	Iteration 2F: 3 clusters Score -62423.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -62501.382812 Penalty: 3200.216309
	Iteration 3Q: 3 clusters Score -62501.38 nChanged 20
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: -62534.800781 Penalty: 3200.216309
	Iteration 4Q: 3 clusters Score -62534.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -62552.847656 Penalty: 3200.216309
	Iteration 5Q: 3 clusters Score -62552.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -62585.570312 Penalty: 3200.216309
	Iteration 6Q: 3 clusters Score -62585.57 nChanged 7
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: -62599.253906 Penalty: 3200.216309
	Iteration 7Q: 3 clusters Score -62599.25 nChanged 2
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: -62603.343750 Penalty: 3200.216309
	Iteration 8Q: 3 clusters Score -62603.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -62611.019531 Penalty: 3200.216309
	Iteration 9Q: 3 clusters Score -62611.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -62612.117188 Penalty: 3200.216309
	Iteration 10Q: 3 clusters Score -62612.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -62612.117188 Penalty: 3200.216309
	Iteration 11F: 3 clusters Score -62612.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (224298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224298 members 
Entering Unmasked Estep 
Score: -27186866.000000 Penalty: 3055.541260
	Iteration 0F: 2 clusters Score -2.718687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112360 members 
Mstep: Class 2 contains 111938 members 
Entering Unmasked Estep 
Score: -27041600.000000 Penalty: 6111.082520
	Iteration 0F: 3 clusters Score -2.70416e+07 nChanged 108280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119152 members 
Mstep: Class 2 contains 105146 members 
Entering Unmasked Estep 
Score: -27107164.000000 Penalty: 6111.082520
	Iteration 1F: 3 clusters Score -2.710716e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123338 members 
Mstep: Class 2 contains 100960 members 
Entering Unmasked Estep 
Score: -27109280.000000 Penalty: 6111.082520
	Iteration 2Q: 3 clusters Score -2.710928e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129848 members 
Mstep: Class 2 contains 94450 members 
Entering Unmasked Estep 
Score: -27112812.000000 Penalty: 6111.082520
	Iteration 3Q: 3 clusters Score -2.711281e+07 nChanged 12520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139440 members 
Mstep: Class 2 contains 84858 members 
Entering Unmasked Estep 
Score: -27119198.000000 Penalty: 6111.082520
	Iteration 4F: 3 clusters Score -2.71192e+07 nChanged 15702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152778 members 
Mstep: Class 2 contains 71520 members 
Entering Unmasked Estep 
Score: -27129694.000000 Penalty: 6111.082520
	Iteration 5F: 3 clusters Score -2.712969e+07 nChanged 17656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168556 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -27144138.000000 Penalty: 6111.082520
	Iteration 6F: 3 clusters Score -2.714414e+07 nChanged 16450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183600 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -27159426.000000 Penalty: 6111.082520
	Iteration 7F: 3 clusters Score -2.715943e+07 nChanged 12095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194401 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -27170864.000000 Penalty: 6111.082520
	Iteration 8F: 3 clusters Score -2.717086e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200532 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -27176580.000000 Penalty: 6111.082520
	Iteration 9Q: 3 clusters Score -2.717658e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204149 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -27179168.000000 Penalty: 6111.082520
	Iteration 10Q: 3 clusters Score -2.717917e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206733 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -27180600.000000 Penalty: 6111.082520
	Iteration 11Q: 3 clusters Score -2.71806e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208806 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -27181534.000000 Penalty: 6111.082520
	Iteration 12Q: 3 clusters Score -2.718153e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210497 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -27182316.000000 Penalty: 6111.082520
	Iteration 13Q: 3 clusters Score -2.718232e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211943 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -27182930.000000 Penalty: 6111.082520
	Iteration 14Q: 3 clusters Score -2.718293e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213169 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -27183400.000000 Penalty: 6111.082520
	Iteration 15Q: 3 clusters Score -2.71834e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214239 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -27183712.000000 Penalty: 6111.082520
	Iteration 16Q: 3 clusters Score -2.718371e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215169 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -27184046.000000 Penalty: 6111.082520
	Iteration 17Q: 3 clusters Score -2.718405e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215967 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -27184284.000000 Penalty: 6111.082520
	Iteration 18Q: 3 clusters Score -2.718428e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216677 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -27184458.000000 Penalty: 6111.082520
	Iteration 19Q: 3 clusters Score -2.718446e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217281 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -27184496.000000 Penalty: 6111.082520
	Iteration 20F: 3 clusters Score -2.71845e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217810 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -27184672.000000 Penalty: 6111.082520
	Iteration 21Q: 3 clusters Score -2.718467e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218258 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -27184876.000000 Penalty: 6111.082520
	Iteration 22Q: 3 clusters Score -2.718488e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218669 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -27184932.000000 Penalty: 6111.082520
	Iteration 23Q: 3 clusters Score -2.718493e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219024 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -27185022.000000 Penalty: 6111.082520
	Iteration 24Q: 3 clusters Score -2.718502e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219334 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -27185072.000000 Penalty: 6111.082520
	Iteration 25Q: 3 clusters Score -2.718507e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219629 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -27185166.000000 Penalty: 6111.082520
	Iteration 26Q: 3 clusters Score -2.718517e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219869 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -27185202.000000 Penalty: 6111.082520
	Iteration 27Q: 3 clusters Score -2.71852e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220103 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -27185224.000000 Penalty: 6111.082520
	Iteration 28Q: 3 clusters Score -2.718522e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220307 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -27185248.000000 Penalty: 6111.082520
	Iteration 29Q: 3 clusters Score -2.718525e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220472 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -27185248.000000 Penalty: 6111.082520
	Iteration 30Q: 3 clusters Score -2.718525e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220611 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -27185276.000000 Penalty: 6111.082520
	Iteration 31Q: 3 clusters Score -2.718528e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220727 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -27185320.000000 Penalty: 6111.082520
	Iteration 32Q: 3 clusters Score -2.718532e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220834 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -27185356.000000 Penalty: 6111.082520
	Iteration 33Q: 3 clusters Score -2.718536e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220918 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -27185376.000000 Penalty: 6111.082520
	Iteration 34Q: 3 clusters Score -2.718538e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220994 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -27185364.000000 Penalty: 6111.082520
	Iteration 35Q: 3 clusters Score -2.718536e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221063 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -27185386.000000 Penalty: 6111.082520
	Iteration 36Q: 3 clusters Score -2.718539e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221127 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -27185384.000000 Penalty: 6111.082520
	Iteration 37Q: 3 clusters Score -2.718538e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221182 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -27185410.000000 Penalty: 6111.082520
	Iteration 38Q: 3 clusters Score -2.718541e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221226 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -27185426.000000 Penalty: 6111.082520
	Iteration 39Q: 3 clusters Score -2.718543e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221252 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -27185416.000000 Penalty: 6111.082520
	Iteration 40F: 3 clusters Score -2.718542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221275 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -27185424.000000 Penalty: 6111.082520
	Iteration 41Q: 3 clusters Score -2.718542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221300 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -27185436.000000 Penalty: 6111.082520
	Iteration 42Q: 3 clusters Score -2.718544e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221322 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -27185442.000000 Penalty: 6111.082520
	Iteration 43Q: 3 clusters Score -2.718544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221333 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -27185456.000000 Penalty: 6111.082520
	Iteration 44Q: 3 clusters Score -2.718546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221345 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -27185448.000000 Penalty: 6111.082520
	Iteration 45Q: 3 clusters Score -2.718545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221353 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -27185452.000000 Penalty: 6111.082520
	Iteration 46Q: 3 clusters Score -2.718545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221360 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -27185444.000000 Penalty: 6111.082520
	Iteration 47Q: 3 clusters Score -2.718544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221368 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -27185446.000000 Penalty: 6111.082520
	Iteration 48Q: 3 clusters Score -2.718545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221378 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -27185442.000000 Penalty: 6111.082520
	Iteration 49Q: 3 clusters Score -2.718544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221382 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -27185446.000000 Penalty: 6111.082520
	Iteration 50Q: 3 clusters Score -2.718545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221388 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -27185458.000000 Penalty: 6111.082520
	Iteration 51Q: 3 clusters Score -2.718546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221397 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -27185442.000000 Penalty: 6111.082520
	Iteration 52Q: 3 clusters Score -2.718544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221402 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -27185458.000000 Penalty: 6111.082520
	Iteration 53Q: 3 clusters Score -2.718546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221406 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -27185444.000000 Penalty: 6111.082520
	Iteration 54Q: 3 clusters Score -2.718544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221410 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -27185458.000000 Penalty: 6111.082520
	Iteration 55Q: 3 clusters Score -2.718546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221413 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -27185458.000000 Penalty: 6111.082520
	Iteration 56Q: 3 clusters Score -2.718546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221416 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -27185444.000000 Penalty: 6111.082520
	Iteration 57Q: 3 clusters Score -2.718544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221423 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -27185442.000000 Penalty: 6111.082520
	Iteration 58Q: 3 clusters Score -2.718544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221431 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -27185450.000000 Penalty: 6111.082520
	Iteration 59Q: 3 clusters Score -2.718545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221440 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -27185458.000000 Penalty: 6111.082520
	Iteration 60F: 3 clusters Score -2.718546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221452 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -27185442.000000 Penalty: 6111.082520
	Iteration 61Q: 3 clusters Score -2.718544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221461 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -27185466.000000 Penalty: 6111.082520
	Iteration 62Q: 3 clusters Score -2.718547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221473 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -27185462.000000 Penalty: 6111.082520
	Iteration 63Q: 3 clusters Score -2.718546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221485 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -27185456.000000 Penalty: 6111.082520
	Iteration 64Q: 3 clusters Score -2.718546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221498 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -27185468.000000 Penalty: 6111.082520
	Iteration 65Q: 3 clusters Score -2.718547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221507 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -27185470.000000 Penalty: 6111.082520
	Iteration 66Q: 3 clusters Score -2.718547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221516 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -27185474.000000 Penalty: 6111.082520
	Iteration 67Q: 3 clusters Score -2.718547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221523 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -27185490.000000 Penalty: 6111.082520
	Iteration 68Q: 3 clusters Score -2.718549e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221534 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -27185470.000000 Penalty: 6111.082520
	Iteration 69Q: 3 clusters Score -2.718547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221546 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -27185480.000000 Penalty: 6111.082520
	Iteration 70Q: 3 clusters Score -2.718548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221553 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -27185474.000000 Penalty: 6111.082520
	Iteration 71Q: 3 clusters Score -2.718547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221557 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -27185472.000000 Penalty: 6111.082520
	Iteration 72Q: 3 clusters Score -2.718547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221562 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -27185474.000000 Penalty: 6111.082520
	Iteration 73Q: 3 clusters Score -2.718547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221568 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -27185484.000000 Penalty: 6111.082520
	Iteration 74Q: 3 clusters Score -2.718548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221576 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -27185496.000000 Penalty: 6111.082520
	Iteration 75Q: 3 clusters Score -2.71855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221580 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -27185488.000000 Penalty: 6111.082520
	Iteration 76Q: 3 clusters Score -2.718549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221583 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -27185502.000000 Penalty: 6111.082520
	Iteration 77Q: 3 clusters Score -2.71855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221583 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -27185494.000000 Penalty: 6111.082520
	Iteration 78Q: 3 clusters Score -2.718549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221584 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -27185490.000000 Penalty: 6111.082520
	Iteration 79Q: 3 clusters Score -2.718549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221584 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -27185490.000000 Penalty: 6111.082520
	Iteration 80F: 3 clusters Score -2.718549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -51955.261719 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -51955.26 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 303 members 
Entering Unmasked Estep 
Score: -50409.136719 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -50409.14 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50767.078125 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -50767.08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -51032.753906 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -51032.75 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -51407.449219 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -51407.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -51634.546875 Penalty: 3184.317383
	Iteration 4F: 3 clusters Score -51634.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -51808.000000 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -51808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -51929.863281 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -51929.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -52040.843750 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -52040.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -52122.765625 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -52122.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -52151.183594 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -52151.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -52160.488281 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -52160.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -52167.714844 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -52167.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -52175.253906 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -52175.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -52175.253906 Penalty: 3184.317383
	Iteration 13F: 3 clusters Score -52175.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 21081 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207707 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 86829 members 
Mstep: Class 10 contains 25201 members 
Mstep: Class 11 contains 10823 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224298 members 
Mstep: Class 14 contains 247 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 34071 members 
Mstep: Class 19 contains 28864 members 
Mstep: Class 21 contains 206541 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 11896 members 
Entering Unmasked Estep 
Score: -104279384.000000 Penalty: 64462.460938
Splitting cluster 14 changes total score from -104281024.000000 to -104279384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Entering Unmasked Estep 
Score: -436963.156250 Penalty: 2048.922607
	Iteration 0F: 2 clusters Score -436963.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -433118.531250 Penalty: 4097.845215
	Iteration 0F: 3 clusters Score -433118.5 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -433997.906250 Penalty: 4097.845215
	Iteration 1F: 3 clusters Score -433997.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -434181.687500 Penalty: 4097.845215
	Iteration 2F: 3 clusters Score -434181.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -434324.656250 Penalty: 4097.845215
	Iteration 3F: 3 clusters Score -434324.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -434415.562500 Penalty: 4097.845215
	Iteration 4Q: 3 clusters Score -434415.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -434498.156250 Penalty: 4097.845215
	Iteration 5Q: 3 clusters Score -434498.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -434566.343750 Penalty: 4097.845215
	Iteration 6Q: 3 clusters Score -434566.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -434634.312500 Penalty: 4097.845215
	Iteration 7Q: 3 clusters Score -434634.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -434720.062500 Penalty: 4097.845215
	Iteration 8Q: 3 clusters Score -434720.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -434862.843750 Penalty: 4097.845215
	Iteration 9Q: 3 clusters Score -434862.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -435054.437500 Penalty: 4097.845215
	Iteration 10Q: 3 clusters Score -435054.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -435273.906250 Penalty: 4097.845215
	Iteration 11Q: 3 clusters Score -435273.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -435468.781250 Penalty: 4097.845215
	Iteration 12Q: 3 clusters Score -435468.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -435603.343750 Penalty: 4097.845215
	Iteration 13Q: 3 clusters Score -435603.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -435697.187500 Penalty: 4097.845215
	Iteration 14Q: 3 clusters Score -435697.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -435766.625000 Penalty: 4097.845215
	Iteration 15Q: 3 clusters Score -435766.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -435803.562500 Penalty: 4097.845215
	Iteration 16Q: 3 clusters Score -435803.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -435827.250000 Penalty: 4097.845215
	Iteration 17Q: 3 clusters Score -435827.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -435847.562500 Penalty: 4097.845215
	Iteration 18Q: 3 clusters Score -435847.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -435864.062500 Penalty: 4097.845215
	Iteration 19Q: 3 clusters Score -435864.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -435879.312500 Penalty: 4097.845215
	Iteration 20F: 3 clusters Score -435879.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -435893.062500 Penalty: 4097.845215
	Iteration 21Q: 3 clusters Score -435893.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -435899.500000 Penalty: 4097.845215
	Iteration 22Q: 3 clusters Score -435899.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -435905.562500 Penalty: 4097.845215
	Iteration 23Q: 3 clusters Score -435905.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -435910.875000 Penalty: 4097.845215
	Iteration 24Q: 3 clusters Score -435910.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -435915.781250 Penalty: 4097.845215
	Iteration 25Q: 3 clusters Score -435915.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -435923.156250 Penalty: 4097.845215
	Iteration 26Q: 3 clusters Score -435923.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -435926.250000 Penalty: 4097.845215
	Iteration 27Q: 3 clusters Score -435926.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -435931.375000 Penalty: 4097.845215
	Iteration 28Q: 3 clusters Score -435931.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -435933.625000 Penalty: 4097.845215
	Iteration 29Q: 3 clusters Score -435933.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -435934.531250 Penalty: 4097.845215
	Iteration 30Q: 3 clusters Score -435934.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -435936.125000 Penalty: 4097.845215
	Iteration 31Q: 3 clusters Score -435936.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -435937.718750 Penalty: 4097.845215
	Iteration 32Q: 3 clusters Score -435937.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -435938.531250 Penalty: 4097.845215
	Iteration 33Q: 3 clusters Score -435938.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -435939.750000 Penalty: 4097.845215
	Iteration 34Q: 3 clusters Score -435939.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -435942.968750 Penalty: 4097.845215
	Iteration 35Q: 3 clusters Score -435943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -435944.031250 Penalty: 4097.845215
	Iteration 36Q: 3 clusters Score -435944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -435944.968750 Penalty: 4097.845215
	Iteration 37Q: 3 clusters Score -435945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -435945.281250 Penalty: 4097.845215
	Iteration 38Q: 3 clusters Score -435945.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -435945.500000 Penalty: 4097.845215
	Iteration 39Q: 3 clusters Score -435945.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -435945.625000 Penalty: 4097.845215
	Iteration 40F: 3 clusters Score -435945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -435946.156250 Penalty: 4097.845215
	Iteration 41Q: 3 clusters Score -435946.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -435947.968750 Penalty: 4097.845215
	Iteration 42Q: 3 clusters Score -435948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -435948.250000 Penalty: 4097.845215
	Iteration 43Q: 3 clusters Score -435948.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -435948.937500 Penalty: 4097.845215
	Iteration 44Q: 3 clusters Score -435948.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -435948.375000 Penalty: 4097.845215
	Iteration 45Q: 3 clusters Score -435948.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -435949.062500 Penalty: 4097.845215
	Iteration 46Q: 3 clusters Score -435949.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -435949.843750 Penalty: 4097.845215
	Iteration 47Q: 3 clusters Score -435949.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -435952.687500 Penalty: 4097.845215
	Iteration 48Q: 3 clusters Score -435952.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -435951.625000 Penalty: 4097.845215
	Iteration 49Q: 3 clusters Score -435951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -435952.562500 Penalty: 4097.845215
	Iteration 50Q: 3 clusters Score -435952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -435953.937500 Penalty: 4097.845215
	Iteration 51Q: 3 clusters Score -435953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -435953.562500 Penalty: 4097.845215
	Iteration 52Q: 3 clusters Score -435953.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -435953.562500 Penalty: 4097.845215
	Iteration 53F: 3 clusters Score -435953.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Entering Unmasked Estep 
Score: -4203404.500000 Penalty: 2588.178223
	Iteration 0F: 2 clusters Score -4203404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -4180068.000000 Penalty: 5176.356445
	Iteration 0F: 3 clusters Score -4180068 nChanged 15570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -4188496.500000 Penalty: 5176.356445
	Iteration 1F: 3 clusters Score -4188496 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -4188959.000000 Penalty: 5176.356445
	Iteration 2Q: 3 clusters Score -4188959 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -4189459.250000 Penalty: 5176.356445
	Iteration 3Q: 3 clusters Score -4189459 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -4190092.250000 Penalty: 5176.356445
	Iteration 4Q: 3 clusters Score -4190092 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -4190937.000000 Penalty: 5176.356445
	Iteration 5F: 3 clusters Score -4190937 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -4192057.250000 Penalty: 5176.356445
	Iteration 6F: 3 clusters Score -4192057 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -4193608.000000 Penalty: 5176.356445
	Iteration 7F: 3 clusters Score -4193608 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -4195585.500000 Penalty: 5176.356445
	Iteration 8F: 3 clusters Score -4195586 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -4197600.000000 Penalty: 5176.356445
	Iteration 9F: 3 clusters Score -4197600 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -4198828.500000 Penalty: 5176.356445
	Iteration 10Q: 3 clusters Score -4198828 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -4199439.500000 Penalty: 5176.356445
	Iteration 11Q: 3 clusters Score -4199440 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -4199690.500000 Penalty: 5176.356445
	Iteration 12Q: 3 clusters Score -4199690 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -4199858.000000 Penalty: 5176.356445
	Iteration 13Q: 3 clusters Score -4199858 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -4199981.000000 Penalty: 5176.356445
	Iteration 14Q: 3 clusters Score -4199981 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -4200074.500000 Penalty: 5176.356445
	Iteration 15Q: 3 clusters Score -4200074 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -4200136.000000 Penalty: 5176.356445
	Iteration 16Q: 3 clusters Score -4200136 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -4200204.500000 Penalty: 5176.356445
	Iteration 17Q: 3 clusters Score -4200204 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -4200273.000000 Penalty: 5176.356445
	Iteration 18Q: 3 clusters Score -4200273 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -4200338.000000 Penalty: 5176.356445
	Iteration 19Q: 3 clusters Score -4200338 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -4200384.000000 Penalty: 5176.356445
	Iteration 20F: 3 clusters Score -4200384 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -4200443.000000 Penalty: 5176.356445
	Iteration 21Q: 3 clusters Score -4200443 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -4200496.000000 Penalty: 5176.356445
	Iteration 22Q: 3 clusters Score -4200496 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -4200546.500000 Penalty: 5176.356445
	Iteration 23Q: 3 clusters Score -4200546 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -4200587.500000 Penalty: 5176.356445
	Iteration 24Q: 3 clusters Score -4200588 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -4200614.000000 Penalty: 5176.356445
	Iteration 25Q: 3 clusters Score -4200614 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -4200648.000000 Penalty: 5176.356445
	Iteration 26Q: 3 clusters Score -4200648 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -4200668.500000 Penalty: 5176.356445
	Iteration 27Q: 3 clusters Score -4200668 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -4200690.500000 Penalty: 5176.356445
	Iteration 28Q: 3 clusters Score -4200690 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -4200717.000000 Penalty: 5176.356445
	Iteration 29Q: 3 clusters Score -4200717 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -4200730.000000 Penalty: 5176.356445
	Iteration 30Q: 3 clusters Score -4200730 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -4200762.000000 Penalty: 5176.356445
	Iteration 31Q: 3 clusters Score -4200762 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -4200786.500000 Penalty: 5176.356445
	Iteration 32Q: 3 clusters Score -4200786 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -4200824.000000 Penalty: 5176.356445
	Iteration 33Q: 3 clusters Score -4200824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -4200844.000000 Penalty: 5176.356445
	Iteration 34Q: 3 clusters Score -4200844 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -4200854.500000 Penalty: 5176.356445
	Iteration 35Q: 3 clusters Score -4200854 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -4200877.000000 Penalty: 5176.356445
	Iteration 36Q: 3 clusters Score -4200877 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -4200881.000000 Penalty: 5176.356445
	Iteration 37Q: 3 clusters Score -4200881 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -4200899.000000 Penalty: 5176.356445
	Iteration 38Q: 3 clusters Score -4200899 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4200912.000000 Penalty: 5176.356445
	Iteration 39Q: 3 clusters Score -4200912 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -4200928.000000 Penalty: 5176.356445
	Iteration 40F: 3 clusters Score -4200928 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -4200943.000000 Penalty: 5176.356445
	Iteration 41Q: 3 clusters Score -4200943 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -4200951.000000 Penalty: 5176.356445
	Iteration 42Q: 3 clusters Score -4200951 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -4200962.000000 Penalty: 5176.356445
	Iteration 43Q: 3 clusters Score -4200962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -4200968.000000 Penalty: 5176.356445
	Iteration 44Q: 3 clusters Score -4200968 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4200976.000000 Penalty: 5176.356445
	Iteration 45Q: 3 clusters Score -4200976 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -4200985.000000 Penalty: 5176.356445
	Iteration 46Q: 3 clusters Score -4200985 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -4201006.000000 Penalty: 5176.356445
	Iteration 47Q: 3 clusters Score -4201006 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -4201027.500000 Penalty: 5176.356445
	Iteration 48Q: 3 clusters Score -4201028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -4201032.000000 Penalty: 5176.356445
	Iteration 49Q: 3 clusters Score -4201032 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -4201039.500000 Penalty: 5176.356445
	Iteration 50Q: 3 clusters Score -4201040 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -4201044.000000 Penalty: 5176.356445
	Iteration 51Q: 3 clusters Score -4201044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -4201069.500000 Penalty: 5176.356445
	Iteration 52Q: 3 clusters Score -4201070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -4201090.000000 Penalty: 5176.356445
	Iteration 53Q: 3 clusters Score -4201090 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -4201111.500000 Penalty: 5176.356445
	Iteration 54Q: 3 clusters Score -4201112 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -4201123.000000 Penalty: 5176.356445
	Iteration 55Q: 3 clusters Score -4201123 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -4201149.000000 Penalty: 5176.356445
	Iteration 56Q: 3 clusters Score -4201149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -4201156.000000 Penalty: 5176.356445
	Iteration 57Q: 3 clusters Score -4201156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -4201173.500000 Penalty: 5176.356445
	Iteration 58Q: 3 clusters Score -4201174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -4201177.500000 Penalty: 5176.356445
	Iteration 59Q: 3 clusters Score -4201178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -4201195.000000 Penalty: 5176.356445
	Iteration 60F: 3 clusters Score -4201195 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -4201205.500000 Penalty: 5176.356445
	Iteration 61Q: 3 clusters Score -4201206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -4201222.000000 Penalty: 5176.356445
	Iteration 62Q: 3 clusters Score -4201222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -4201244.500000 Penalty: 5176.356445
	Iteration 63Q: 3 clusters Score -4201244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -4201240.000000 Penalty: 5176.356445
	Iteration 64Q: 3 clusters Score -4201240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -4201251.000000 Penalty: 5176.356445
	Iteration 65Q: 3 clusters Score -4201251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -4201266.000000 Penalty: 5176.356445
	Iteration 66Q: 3 clusters Score -4201266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -4201271.500000 Penalty: 5176.356445
	Iteration 67Q: 3 clusters Score -4201272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -4201275.500000 Penalty: 5176.356445
	Iteration 68Q: 3 clusters Score -4201276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -4201274.500000 Penalty: 5176.356445
	Iteration 69Q: 3 clusters Score -4201274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -4201284.500000 Penalty: 5176.356445
	Iteration 70Q: 3 clusters Score -4201284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -4201289.000000 Penalty: 5176.356445
	Iteration 71Q: 3 clusters Score -4201289 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -4201305.500000 Penalty: 5176.356445
	Iteration 72Q: 3 clusters Score -4201306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -4201309.500000 Penalty: 5176.356445
	Iteration 73Q: 3 clusters Score -4201310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -4201317.000000 Penalty: 5176.356445
	Iteration 74Q: 3 clusters Score -4201317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -4201326.000000 Penalty: 5176.356445
	Iteration 75Q: 3 clusters Score -4201326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -4201333.000000 Penalty: 5176.356445
	Iteration 76Q: 3 clusters Score -4201333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -4201338.000000 Penalty: 5176.356445
	Iteration 77Q: 3 clusters Score -4201338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -4201346.500000 Penalty: 5176.356445
	Iteration 78Q: 3 clusters Score -4201346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -4201356.000000 Penalty: 5176.356445
	Iteration 79Q: 3 clusters Score -4201356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -4201357.500000 Penalty: 5176.356445
	Iteration 80F: 3 clusters Score -4201358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -4201363.000000 Penalty: 5176.356445
	Iteration 81Q: 3 clusters Score -4201363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -4201371.500000 Penalty: 5176.356445
	Iteration 82Q: 3 clusters Score -4201372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -4201368.500000 Penalty: 5176.356445
	Iteration 83Q: 3 clusters Score -4201368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -4201367.500000 Penalty: 5176.356445
	Iteration 84Q: 3 clusters Score -4201368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -4201369.500000 Penalty: 5176.356445
	Iteration 85Q: 3 clusters Score -4201370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -4201370.500000 Penalty: 5176.356445
	Iteration 86Q: 3 clusters Score -4201370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -4201375.500000 Penalty: 5176.356445
	Iteration 87Q: 3 clusters Score -4201376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -4201381.000000 Penalty: 5176.356445
	Iteration 88Q: 3 clusters Score -4201381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -4201385.000000 Penalty: 5176.356445
	Iteration 89Q: 3 clusters Score -4201385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -4201387.500000 Penalty: 5176.356445
	Iteration 90Q: 3 clusters Score -4201388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -4201391.000000 Penalty: 5176.356445
	Iteration 91Q: 3 clusters Score -4201391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -4201401.500000 Penalty: 5176.356445
	Iteration 92Q: 3 clusters Score -4201402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -4201403.500000 Penalty: 5176.356445
	Iteration 93Q: 3 clusters Score -4201404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -4201401.500000 Penalty: 5176.356445
	Iteration 94Q: 3 clusters Score -4201402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -4201402.000000 Penalty: 5176.356445
	Iteration 95Q: 3 clusters Score -4201402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -4201412.500000 Penalty: 5176.356445
	Iteration 96Q: 3 clusters Score -4201412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -4201410.000000 Penalty: 5176.356445
	Iteration 97Q: 3 clusters Score -4201410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -4201415.000000 Penalty: 5176.356445
	Iteration 98Q: 3 clusters Score -4201415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -4201416.500000 Penalty: 5176.356445
	Iteration 99Q: 3 clusters Score -4201416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -4201421.500000 Penalty: 5176.356445
	Iteration 100F: 3 clusters Score -4201422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4201420.500000 Penalty: 5176.356445
	Iteration 101Q: 3 clusters Score -4201420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -4201420.000000 Penalty: 5176.356445
	Iteration 102Q: 3 clusters Score -4201420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -4201419.500000 Penalty: 5176.356445
	Iteration 103Q: 3 clusters Score -4201420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -4201418.500000 Penalty: 5176.356445
	Iteration 104Q: 3 clusters Score -4201418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -4201421.500000 Penalty: 5176.356445
	Iteration 105Q: 3 clusters Score -4201422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -4201428.000000 Penalty: 5176.356445
	Iteration 106Q: 3 clusters Score -4201428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -4201427.500000 Penalty: 5176.356445
	Iteration 107Q: 3 clusters Score -4201428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -4201427.500000 Penalty: 5176.356445
	Iteration 108F: 3 clusters Score -4201428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -3437058.000000 Penalty: 2547.046875
	Iteration 0F: 2 clusters Score -3437058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3417206.250000 Penalty: 5094.093750
	Iteration 0F: 3 clusters Score -3417206 nChanged 12989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3424242.000000 Penalty: 5094.093750
	Iteration 1F: 3 clusters Score -3424242 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -3424706.000000 Penalty: 5094.093750
	Iteration 2Q: 3 clusters Score -3424706 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3425121.000000 Penalty: 5094.093750
	Iteration 3Q: 3 clusters Score -3425121 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -3425472.750000 Penalty: 5094.093750
	Iteration 4Q: 3 clusters Score -3425473 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -3425848.500000 Penalty: 5094.093750
	Iteration 5Q: 3 clusters Score -3425848 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -3426282.500000 Penalty: 5094.093750
	Iteration 6Q: 3 clusters Score -3426282 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -3426772.000000 Penalty: 5094.093750
	Iteration 7Q: 3 clusters Score -3426772 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -3427386.500000 Penalty: 5094.093750
	Iteration 8Q: 3 clusters Score -3427386 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -3428102.250000 Penalty: 5094.093750
	Iteration 9Q: 3 clusters Score -3428102 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -3429029.500000 Penalty: 5094.093750
	Iteration 10Q: 3 clusters Score -3429030 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -3430100.500000 Penalty: 5094.093750
	Iteration 11F: 3 clusters Score -3430100 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3431265.500000 Penalty: 5094.093750
	Iteration 12F: 3 clusters Score -3431266 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -3432380.250000 Penalty: 5094.093750
	Iteration 13Q: 3 clusters Score -3432380 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3433312.000000 Penalty: 5094.093750
	Iteration 14Q: 3 clusters Score -3433312 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -3433945.000000 Penalty: 5094.093750
	Iteration 15Q: 3 clusters Score -3433945 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -3434304.500000 Penalty: 5094.093750
	Iteration 16Q: 3 clusters Score -3434304 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3434538.000000 Penalty: 5094.093750
	Iteration 17Q: 3 clusters Score -3434538 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -3434685.750000 Penalty: 5094.093750
	Iteration 18Q: 3 clusters Score -3434686 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3434784.750000 Penalty: 5094.093750
	Iteration 19Q: 3 clusters Score -3434785 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3434824.500000 Penalty: 5094.093750
	Iteration 20F: 3 clusters Score -3434824 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3434864.500000 Penalty: 5094.093750
	Iteration 21Q: 3 clusters Score -3434864 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -3434886.750000 Penalty: 5094.093750
	Iteration 22Q: 3 clusters Score -3434887 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3434907.750000 Penalty: 5094.093750
	Iteration 23Q: 3 clusters Score -3434908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -3434920.500000 Penalty: 5094.093750
	Iteration 24Q: 3 clusters Score -3434920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3434930.250000 Penalty: 5094.093750
	Iteration 25Q: 3 clusters Score -3434930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -3434933.250000 Penalty: 5094.093750
	Iteration 26Q: 3 clusters Score -3434933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -3434936.000000 Penalty: 5094.093750
	Iteration 27Q: 3 clusters Score -3434936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -3434948.000000 Penalty: 5094.093750
	Iteration 28Q: 3 clusters Score -3434948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -3434953.000000 Penalty: 5094.093750
	Iteration 29Q: 3 clusters Score -3434953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -3434955.250000 Penalty: 5094.093750
	Iteration 30Q: 3 clusters Score -3434955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -3434955.000000 Penalty: 5094.093750
	Iteration 31Q: 3 clusters Score -3434955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3434961.500000 Penalty: 5094.093750
	Iteration 32Q: 3 clusters Score -3434962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -3434962.500000 Penalty: 5094.093750
	Iteration 33Q: 3 clusters Score -3434962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -3434960.000000 Penalty: 5094.093750
	Iteration 34Q: 3 clusters Score -3434960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -3434963.250000 Penalty: 5094.093750
	Iteration 35Q: 3 clusters Score -3434963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -3434963.250000 Penalty: 5094.093750
	Iteration 36F: 3 clusters Score -3434963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (206541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206541 members 
Entering Unmasked Estep 
Score: -25130840.000000 Penalty: 3035.087158
	Iteration 0F: 2 clusters Score -2.513084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 103820 members 
Entering Unmasked Estep 
Score: -24995324.000000 Penalty: 6070.174316
	Iteration 0F: 3 clusters Score -2.499532e+07 nChanged 99275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94508 members 
Mstep: Class 2 contains 112033 members 
Entering Unmasked Estep 
Score: -25054744.000000 Penalty: 6070.174316
	Iteration 1F: 3 clusters Score -2.505474e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 117735 members 
Entering Unmasked Estep 
Score: -25057214.000000 Penalty: 6070.174316
	Iteration 2Q: 3 clusters Score -2.505721e+07 nChanged 10442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 126577 members 
Entering Unmasked Estep 
Score: -25062440.000000 Penalty: 6070.174316
	Iteration 3F: 3 clusters Score -2.506244e+07 nChanged 14732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66762 members 
Mstep: Class 2 contains 139779 members 
Entering Unmasked Estep 
Score: -25072082.000000 Penalty: 6070.174316
	Iteration 4F: 3 clusters Score -2.507208e+07 nChanged 18712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 157235 members 
Entering Unmasked Estep 
Score: -25087528.000000 Penalty: 6070.174316
	Iteration 5F: 3 clusters Score -2.508753e+07 nChanged 18970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 175435 members 
Entering Unmasked Estep 
Score: -25105692.000000 Penalty: 6070.174316
	Iteration 6F: 3 clusters Score -2.510569e+07 nChanged 13371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 188364 members 
Entering Unmasked Estep 
Score: -25118954.000000 Penalty: 6070.174316
	Iteration 7F: 3 clusters Score -2.511895e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 194207 members 
Entering Unmasked Estep 
Score: -25125256.000000 Penalty: 6070.174316
	Iteration 8Q: 3 clusters Score -2.512526e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 196334 members 
Entering Unmasked Estep 
Score: -25127570.000000 Penalty: 6070.174316
	Iteration 9Q: 3 clusters Score -2.512757e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 197389 members 
Entering Unmasked Estep 
Score: -25128408.000000 Penalty: 6070.174316
	Iteration 10Q: 3 clusters Score -2.512841e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 198137 members 
Entering Unmasked Estep 
Score: -25128676.000000 Penalty: 6070.174316
	Iteration 11Q: 3 clusters Score -2.512868e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 198734 members 
Entering Unmasked Estep 
Score: -25128828.000000 Penalty: 6070.174316
	Iteration 12Q: 3 clusters Score -2.512883e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 199250 members 
Entering Unmasked Estep 
Score: -25129000.000000 Penalty: 6070.174316
	Iteration 13Q: 3 clusters Score -2.5129e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 199711 members 
Entering Unmasked Estep 
Score: -25129060.000000 Penalty: 6070.174316
	Iteration 14Q: 3 clusters Score -2.512906e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 200083 members 
Entering Unmasked Estep 
Score: -25129170.000000 Penalty: 6070.174316
	Iteration 15Q: 3 clusters Score -2.512917e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 200410 members 
Entering Unmasked Estep 
Score: -25129214.000000 Penalty: 6070.174316
	Iteration 16Q: 3 clusters Score -2.512921e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 200711 members 
Entering Unmasked Estep 
Score: -25129244.000000 Penalty: 6070.174316
	Iteration 17Q: 3 clusters Score -2.512924e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 200962 members 
Entering Unmasked Estep 
Score: -25129270.000000 Penalty: 6070.174316
	Iteration 18Q: 3 clusters Score -2.512927e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 201201 members 
Entering Unmasked Estep 
Score: -25129316.000000 Penalty: 6070.174316
	Iteration 19Q: 3 clusters Score -2.512932e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 201413 members 
Entering Unmasked Estep 
Score: -25129284.000000 Penalty: 6070.174316
	Iteration 20F: 3 clusters Score -2.512928e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 201625 members 
Entering Unmasked Estep 
Score: -25129334.000000 Penalty: 6070.174316
	Iteration 21Q: 3 clusters Score -2.512933e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 201812 members 
Entering Unmasked Estep 
Score: -25129426.000000 Penalty: 6070.174316
	Iteration 22Q: 3 clusters Score -2.512943e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 201959 members 
Entering Unmasked Estep 
Score: -25129424.000000 Penalty: 6070.174316
	Iteration 23Q: 3 clusters Score -2.512942e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 202103 members 
Entering Unmasked Estep 
Score: -25129414.000000 Penalty: 6070.174316
	Iteration 24Q: 3 clusters Score -2.512941e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 202224 members 
Entering Unmasked Estep 
Score: -25129400.000000 Penalty: 6070.174316
	Iteration 25Q: 3 clusters Score -2.51294e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 202324 members 
Entering Unmasked Estep 
Score: -25129398.000000 Penalty: 6070.174316
	Iteration 26Q: 3 clusters Score -2.51294e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 202413 members 
Entering Unmasked Estep 
Score: -25129430.000000 Penalty: 6070.174316
	Iteration 27Q: 3 clusters Score -2.512943e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 202483 members 
Entering Unmasked Estep 
Score: -25129402.000000 Penalty: 6070.174316
	Iteration 28Q: 3 clusters Score -2.51294e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 202551 members 
Entering Unmasked Estep 
Score: -25129420.000000 Penalty: 6070.174316
	Iteration 29Q: 3 clusters Score -2.512942e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 202596 members 
Entering Unmasked Estep 
Score: -25129432.000000 Penalty: 6070.174316
	Iteration 30Q: 3 clusters Score -2.512943e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 202633 members 
Entering Unmasked Estep 
Score: -25129418.000000 Penalty: 6070.174316
	Iteration 31Q: 3 clusters Score -2.512942e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 202666 members 
Entering Unmasked Estep 
Score: -25129430.000000 Penalty: 6070.174316
	Iteration 32Q: 3 clusters Score -2.512943e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 202694 members 
Entering Unmasked Estep 
Score: -25129408.000000 Penalty: 6070.174316
	Iteration 33Q: 3 clusters Score -2.512941e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 202716 members 
Entering Unmasked Estep 
Score: -25129410.000000 Penalty: 6070.174316
	Iteration 34Q: 3 clusters Score -2.512941e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 202740 members 
Entering Unmasked Estep 
Score: -25129402.000000 Penalty: 6070.174316
	Iteration 35Q: 3 clusters Score -2.51294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 202755 members 
Entering Unmasked Estep 
Score: -25129408.000000 Penalty: 6070.174316
	Iteration 36Q: 3 clusters Score -2.512941e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 202771 members 
Entering Unmasked Estep 
Score: -25129416.000000 Penalty: 6070.174316
	Iteration 37Q: 3 clusters Score -2.512942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 202789 members 
Entering Unmasked Estep 
Score: -25129400.000000 Penalty: 6070.174316
	Iteration 38Q: 3 clusters Score -2.51294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 202806 members 
Entering Unmasked Estep 
Score: -25129404.000000 Penalty: 6070.174316
	Iteration 39Q: 3 clusters Score -2.51294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 202820 members 
Entering Unmasked Estep 
Score: -25129394.000000 Penalty: 6070.174316
	Iteration 40F: 3 clusters Score -2.512939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 202831 members 
Entering Unmasked Estep 
Score: -25129388.000000 Penalty: 6070.174316
	Iteration 41Q: 3 clusters Score -2.512939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 202842 members 
Entering Unmasked Estep 
Score: -25129378.000000 Penalty: 6070.174316
	Iteration 42Q: 3 clusters Score -2.512938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 202853 members 
Entering Unmasked Estep 
Score: -25129392.000000 Penalty: 6070.174316
	Iteration 43Q: 3 clusters Score -2.512939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 202858 members 
Entering Unmasked Estep 
Score: -25129382.000000 Penalty: 6070.174316
	Iteration 44Q: 3 clusters Score -2.512938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 202861 members 
Entering Unmasked Estep 
Score: -25129378.000000 Penalty: 6070.174316
	Iteration 45Q: 3 clusters Score -2.512938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 202867 members 
Entering Unmasked Estep 
Score: -25129384.000000 Penalty: 6070.174316
	Iteration 46Q: 3 clusters Score -2.512938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 202873 members 
Entering Unmasked Estep 
Score: -25129372.000000 Penalty: 6070.174316
	Iteration 47Q: 3 clusters Score -2.512937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 202878 members 
Entering Unmasked Estep 
Score: -25129390.000000 Penalty: 6070.174316
	Iteration 48Q: 3 clusters Score -2.512939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 202884 members 
Entering Unmasked Estep 
Score: -25129380.000000 Penalty: 6070.174316
	Iteration 49Q: 3 clusters Score -2.512938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 202888 members 
Entering Unmasked Estep 
Score: -25129386.000000 Penalty: 6070.174316
	Iteration 50Q: 3 clusters Score -2.512939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 202890 members 
Entering Unmasked Estep 
Score: -25129398.000000 Penalty: 6070.174316
	Iteration 51Q: 3 clusters Score -2.51294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 202892 members 
Entering Unmasked Estep 
Score: -25129396.000000 Penalty: 6070.174316
	Iteration 52Q: 3 clusters Score -2.51294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 202894 members 
Entering Unmasked Estep 
Score: -25129382.000000 Penalty: 6070.174316
	Iteration 53Q: 3 clusters Score -2.512938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 202897 members 
Entering Unmasked Estep 
Score: -25129384.000000 Penalty: 6070.174316
	Iteration 54Q: 3 clusters Score -2.512938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 202898 members 
Entering Unmasked Estep 
Score: -25129388.000000 Penalty: 6070.174316
	Iteration 55Q: 3 clusters Score -2.512939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 202898 members 
Entering Unmasked Estep 
Score: -25129388.000000 Penalty: 6070.174316
	Iteration 56F: 3 clusters Score -2.512939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Entering Unmasked Estep 
Score: -502392.656250 Penalty: 2081.236572
	Iteration 0F: 2 clusters Score -502392.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -498203.562500 Penalty: 4162.473145
	Iteration 0F: 3 clusters Score -498203.6 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -499188.031250 Penalty: 4162.473145
	Iteration 1F: 3 clusters Score -499188 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -499423.031250 Penalty: 4162.473145
	Iteration 2F: 3 clusters Score -499423 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -499587.843750 Penalty: 4162.473145
	Iteration 3F: 3 clusters Score -499587.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -499688.937500 Penalty: 4162.473145
	Iteration 4Q: 3 clusters Score -499688.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -499752.156250 Penalty: 4162.473145
	Iteration 5Q: 3 clusters Score -499752.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -499816.281250 Penalty: 4162.473145
	Iteration 6Q: 3 clusters Score -499816.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -499876.375000 Penalty: 4162.473145
	Iteration 7Q: 3 clusters Score -499876.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -499928.468750 Penalty: 4162.473145
	Iteration 8Q: 3 clusters Score -499928.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -499975.375000 Penalty: 4162.473145
	Iteration 9Q: 3 clusters Score -499975.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -500024.187500 Penalty: 4162.473145
	Iteration 10Q: 3 clusters Score -500024.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -500073.875000 Penalty: 4162.473145
	Iteration 11Q: 3 clusters Score -500073.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -500127.468750 Penalty: 4162.473145
	Iteration 12Q: 3 clusters Score -500127.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -500186.437500 Penalty: 4162.473145
	Iteration 13Q: 3 clusters Score -500186.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -500237.625000 Penalty: 4162.473145
	Iteration 14Q: 3 clusters Score -500237.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -500288.093750 Penalty: 4162.473145
	Iteration 15Q: 3 clusters Score -500288.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -500322.687500 Penalty: 4162.473145
	Iteration 16Q: 3 clusters Score -500322.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -500355.125000 Penalty: 4162.473145
	Iteration 17Q: 3 clusters Score -500355.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -500380.218750 Penalty: 4162.473145
	Iteration 18Q: 3 clusters Score -500380.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -500405.531250 Penalty: 4162.473145
	Iteration 19Q: 3 clusters Score -500405.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -500422.875000 Penalty: 4162.473145
	Iteration 20F: 3 clusters Score -500422.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -500436.125000 Penalty: 4162.473145
	Iteration 21Q: 3 clusters Score -500436.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -500449.812500 Penalty: 4162.473145
	Iteration 22Q: 3 clusters Score -500449.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -500463.000000 Penalty: 4162.473145
	Iteration 23Q: 3 clusters Score -500463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -500476.500000 Penalty: 4162.473145
	Iteration 24Q: 3 clusters Score -500476.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -500489.812500 Penalty: 4162.473145
	Iteration 25Q: 3 clusters Score -500489.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -500505.375000 Penalty: 4162.473145
	Iteration 26Q: 3 clusters Score -500505.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -500521.406250 Penalty: 4162.473145
	Iteration 27Q: 3 clusters Score -500521.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -500534.687500 Penalty: 4162.473145
	Iteration 28Q: 3 clusters Score -500534.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -500546.718750 Penalty: 4162.473145
	Iteration 29Q: 3 clusters Score -500546.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -500554.343750 Penalty: 4162.473145
	Iteration 30Q: 3 clusters Score -500554.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -500558.937500 Penalty: 4162.473145
	Iteration 31Q: 3 clusters Score -500558.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -500561.718750 Penalty: 4162.473145
	Iteration 32Q: 3 clusters Score -500561.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -500567.406250 Penalty: 4162.473145
	Iteration 33Q: 3 clusters Score -500567.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -500568.968750 Penalty: 4162.473145
	Iteration 34Q: 3 clusters Score -500569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -500571.125000 Penalty: 4162.473145
	Iteration 35Q: 3 clusters Score -500571.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -500574.437500 Penalty: 4162.473145
	Iteration 36Q: 3 clusters Score -500574.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -500577.593750 Penalty: 4162.473145
	Iteration 37Q: 3 clusters Score -500577.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -500581.437500 Penalty: 4162.473145
	Iteration 38Q: 3 clusters Score -500581.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -500582.687500 Penalty: 4162.473145
	Iteration 39Q: 3 clusters Score -500582.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -500584.843750 Penalty: 4162.473145
	Iteration 40F: 3 clusters Score -500584.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -500584.968750 Penalty: 4162.473145
	Iteration 41Q: 3 clusters Score -500585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -500585.343750 Penalty: 4162.473145
	Iteration 42Q: 3 clusters Score -500585.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -500586.062500 Penalty: 4162.473145
	Iteration 43Q: 3 clusters Score -500586.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -500586.906250 Penalty: 4162.473145
	Iteration 44Q: 3 clusters Score -500586.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -500588.375000 Penalty: 4162.473145
	Iteration 45Q: 3 clusters Score -500588.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -500588.468750 Penalty: 4162.473145
	Iteration 46Q: 3 clusters Score -500588.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -500589.437500 Penalty: 4162.473145
	Iteration 47Q: 3 clusters Score -500589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -500590.218750 Penalty: 4162.473145
	Iteration 48Q: 3 clusters Score -500590.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -500590.218750 Penalty: 4162.473145
	Iteration 49F: 3 clusters Score -500590.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Entering Unmasked Estep 
Score: -1467960.125000 Penalty: 2327.221436
	Iteration 0F: 2 clusters Score -1467960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1459229.500000 Penalty: 4654.442871
	Iteration 0F: 3 clusters Score -1459230 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1461746.875000 Penalty: 4654.442871
	Iteration 1F: 3 clusters Score -1461747 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1461970.625000 Penalty: 4654.442871
	Iteration 2F: 3 clusters Score -1461971 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1462124.875000 Penalty: 4654.442871
	Iteration 3Q: 3 clusters Score -1462125 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1462257.375000 Penalty: 4654.442871
	Iteration 4Q: 3 clusters Score -1462257 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1462397.375000 Penalty: 4654.442871
	Iteration 5Q: 3 clusters Score -1462397 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1462552.625000 Penalty: 4654.442871
	Iteration 6Q: 3 clusters Score -1462553 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1462729.250000 Penalty: 4654.442871
	Iteration 7Q: 3 clusters Score -1462729 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1462957.125000 Penalty: 4654.442871
	Iteration 8Q: 3 clusters Score -1462957 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1463260.500000 Penalty: 4654.442871
	Iteration 9Q: 3 clusters Score -1463260 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1463641.125000 Penalty: 4654.442871
	Iteration 10Q: 3 clusters Score -1463641 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1464116.250000 Penalty: 4654.442871
	Iteration 11F: 3 clusters Score -1464116 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1464647.000000 Penalty: 4654.442871
	Iteration 12F: 3 clusters Score -1464647 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1465144.625000 Penalty: 4654.442871
	Iteration 13Q: 3 clusters Score -1465145 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1465481.250000 Penalty: 4654.442871
	Iteration 14Q: 3 clusters Score -1465481 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1465684.875000 Penalty: 4654.442871
	Iteration 15Q: 3 clusters Score -1465685 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1465816.500000 Penalty: 4654.442871
	Iteration 16Q: 3 clusters Score -1465816 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1465899.625000 Penalty: 4654.442871
	Iteration 17Q: 3 clusters Score -1465900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1465947.125000 Penalty: 4654.442871
	Iteration 18Q: 3 clusters Score -1465947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1465969.250000 Penalty: 4654.442871
	Iteration 19Q: 3 clusters Score -1465969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1465990.750000 Penalty: 4654.442871
	Iteration 20F: 3 clusters Score -1465991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1466007.000000 Penalty: 4654.442871
	Iteration 21Q: 3 clusters Score -1466007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1466024.375000 Penalty: 4654.442871
	Iteration 22Q: 3 clusters Score -1466024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1466036.875000 Penalty: 4654.442871
	Iteration 23Q: 3 clusters Score -1466037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1466048.625000 Penalty: 4654.442871
	Iteration 24Q: 3 clusters Score -1466049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1466056.000000 Penalty: 4654.442871
	Iteration 25Q: 3 clusters Score -1466056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1466059.625000 Penalty: 4654.442871
	Iteration 26Q: 3 clusters Score -1466060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1466058.500000 Penalty: 4654.442871
	Iteration 27Q: 3 clusters Score -1466058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1466058.500000 Penalty: 4654.442871
	Iteration 28F: 3 clusters Score -1466058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 21081 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207707 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 86829 members 
Mstep: Class 10 contains 25201 members 
Mstep: Class 11 contains 10823 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224298 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 34071 members 
Mstep: Class 19 contains 28864 members 
Mstep: Class 21 contains 206541 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 11896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281080.000000 Penalty: 61069.699219
Iteration 119Q: 19 clusters Score -1.042811e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 21113 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207671 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 86831 members 
Mstep: Class 10 contains 25065 members 
Mstep: Class 11 contains 10846 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224294 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 34082 members 
Mstep: Class 19 contains 28974 members 
Mstep: Class 21 contains 206473 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 11959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281200.000000 Penalty: 61069.699219
Iteration 120F: 19 clusters Score -1.042812e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 21156 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207636 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 86831 members 
Mstep: Class 10 contains 24932 members 
Mstep: Class 11 contains 10861 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224287 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 34088 members 
Mstep: Class 19 contains 29090 members 
Mstep: Class 21 contains 206418 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281408.000000 Penalty: 61069.699219
Iteration 121Q: 19 clusters Score -1.042814e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 21199 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207609 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 86830 members 
Mstep: Class 10 contains 24798 members 
Mstep: Class 11 contains 10884 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224269 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 34099 members 
Mstep: Class 19 contains 29204 members 
Mstep: Class 21 contains 206361 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 12055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281352.000000 Penalty: 61069.699219
Iteration 122Q: 19 clusters Score -1.042814e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 21253 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207613 members 
Mstep: Class 7 contains 1524 members 
Mstep: Class 8 contains 86825 members 
Mstep: Class 10 contains 24661 members 
Mstep: Class 11 contains 10894 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224240 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 34100 members 
Mstep: Class 19 contains 29328 members 
Mstep: Class 21 contains 206319 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 12078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281520.000000 Penalty: 61069.699219
Iteration 123Q: 19 clusters Score -1.042815e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 21312 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207596 members 
Mstep: Class 7 contains 1524 members 
Mstep: Class 8 contains 86827 members 
Mstep: Class 10 contains 24531 members 
Mstep: Class 11 contains 10904 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224244 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 34103 members 
Mstep: Class 19 contains 29432 members 
Mstep: Class 21 contains 206261 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 12100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281520.000000 Penalty: 61069.699219
Iteration 124Q: 19 clusters Score -1.042815e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 21352 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207624 members 
Mstep: Class 7 contains 1524 members 
Mstep: Class 8 contains 86828 members 
Mstep: Class 10 contains 24372 members 
Mstep: Class 11 contains 10922 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224233 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 34112 members 
Mstep: Class 19 contains 29549 members 
Mstep: Class 21 contains 206194 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 12122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281544.000000 Penalty: 61069.699219
Iteration 125Q: 19 clusters Score -1.042815e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 21395 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207639 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 86824 members 
Mstep: Class 10 contains 24206 members 
Mstep: Class 11 contains 10939 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224222 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 34123 members 
Mstep: Class 19 contains 29678 members 
Mstep: Class 21 contains 206136 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 12146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281600.000000 Penalty: 61069.699219
Iteration 126Q: 19 clusters Score -1.042816e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 21443 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207651 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 86819 members 
Mstep: Class 10 contains 24028 members 
Mstep: Class 11 contains 10961 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 224237 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 34120 members 
Mstep: Class 19 contains 29820 members 
Mstep: Class 21 contains 206062 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 12167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281592.000000 Penalty: 61069.699219
Iteration 127Q: 19 clusters Score -1.042816e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 21494 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 207673 members 
Mstep: Class 7 contains 1524 members 
Mstep: Class 8 contains 86818 members 
Mstep: Class 10 contains 23854 members 
Mstep: Class 11 contains 10974 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224245 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 34119 members 
Mstep: Class 19 contains 29978 members 
Mstep: Class 21 contains 205967 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 12190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281656.000000 Penalty: 61069.699219
Iteration 128Q: 19 clusters Score -1.042817e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 21568 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 207701 members 
Mstep: Class 7 contains 1524 members 
Mstep: Class 8 contains 86830 members 
Mstep: Class 10 contains 23680 members 
Mstep: Class 11 contains 10996 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224237 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 34127 members 
Mstep: Class 19 contains 30100 members 
Mstep: Class 21 contains 205861 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 12213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281896.000000 Penalty: 61069.699219
Iteration 129Q: 19 clusters Score -1.042819e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 21666 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 207718 members 
Mstep: Class 7 contains 1524 members 
Mstep: Class 8 contains 86835 members 
Mstep: Class 10 contains 23492 members 
Mstep: Class 11 contains 11005 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224219 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 30239 members 
Mstep: Class 21 contains 205768 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 12247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104281976.000000 Penalty: 61069.699219
Iteration 130Q: 19 clusters Score -1.04282e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 21771 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 207727 members 
Mstep: Class 7 contains 1524 members 
Mstep: Class 8 contains 86836 members 
Mstep: Class 10 contains 23282 members 
Mstep: Class 11 contains 11020 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224197 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 34125 members 
Mstep: Class 19 contains 30395 members 
Mstep: Class 21 contains 205686 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 12273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282176.000000 Penalty: 61069.699219
Iteration 131Q: 19 clusters Score -1.042822e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 21852 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 207734 members 
Mstep: Class 7 contains 1521 members 
Mstep: Class 8 contains 86840 members 
Mstep: Class 10 contains 23073 members 
Mstep: Class 11 contains 11037 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224191 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 30558 members 
Mstep: Class 21 contains 205612 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 12295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282272.000000 Penalty: 61069.699219
Iteration 132Q: 19 clusters Score -1.042823e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 21937 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 207714 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86838 members 
Mstep: Class 10 contains 22892 members 
Mstep: Class 11 contains 11045 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224177 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 34131 members 
Mstep: Class 19 contains 30707 members 
Mstep: Class 21 contains 205550 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 12324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282128.000000 Penalty: 61069.699219
Iteration 133Q: 19 clusters Score -1.042821e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 207693 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86835 members 
Mstep: Class 10 contains 22708 members 
Mstep: Class 11 contains 11058 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224166 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 34135 members 
Mstep: Class 19 contains 30840 members 
Mstep: Class 21 contains 205489 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 12349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282160.000000 Penalty: 61069.699219
Iteration 134Q: 19 clusters Score -1.042822e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 22157 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 207704 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86822 members 
Mstep: Class 10 contains 22537 members 
Mstep: Class 11 contains 11065 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224129 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 34144 members 
Mstep: Class 19 contains 30967 members 
Mstep: Class 21 contains 205423 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 12368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282304.000000 Penalty: 61069.699219
Iteration 135Q: 19 clusters Score -1.042823e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 22260 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207707 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86808 members 
Mstep: Class 10 contains 22355 members 
Mstep: Class 11 contains 11072 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224116 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 34154 members 
Mstep: Class 19 contains 31102 members 
Mstep: Class 21 contains 205358 members 
Mstep: Class 22 contains 4410 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282296.000000 Penalty: 61069.699219
Iteration 136Q: 19 clusters Score -1.042823e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 22374 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207720 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86788 members 
Mstep: Class 10 contains 22209 members 
Mstep: Class 11 contains 11084 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224070 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34167 members 
Mstep: Class 19 contains 31210 members 
Mstep: Class 21 contains 205290 members 
Mstep: Class 22 contains 4409 members 
Mstep: Class 23 contains 12404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282304.000000 Penalty: 61069.699219
Iteration 137Q: 19 clusters Score -1.042823e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 22483 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207750 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86789 members 
Mstep: Class 10 contains 22066 members 
Mstep: Class 11 contains 11104 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224035 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34174 members 
Mstep: Class 19 contains 31305 members 
Mstep: Class 21 contains 205191 members 
Mstep: Class 22 contains 4408 members 
Mstep: Class 23 contains 12420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282088.000000 Penalty: 61069.699219
Iteration 138Q: 19 clusters Score -1.042821e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 22590 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207752 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86789 members 
Mstep: Class 10 contains 21922 members 
Mstep: Class 11 contains 11122 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223979 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34181 members 
Mstep: Class 19 contains 31414 members 
Mstep: Class 21 contains 205134 members 
Mstep: Class 22 contains 4407 members 
Mstep: Class 23 contains 12435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282112.000000 Penalty: 61069.699219
Iteration 139Q: 19 clusters Score -1.042821e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 22705 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207738 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86794 members 
Mstep: Class 10 contains 21786 members 
Mstep: Class 11 contains 11123 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223897 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34186 members 
Mstep: Class 19 contains 31530 members 
Mstep: Class 21 contains 205111 members 
Mstep: Class 22 contains 4406 members 
Mstep: Class 23 contains 12448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282208.000000 Penalty: 61069.699219
Iteration 140F: 19 clusters Score -1.042822e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 22816 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207721 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86802 members 
Mstep: Class 10 contains 21652 members 
Mstep: Class 11 contains 11136 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223825 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 34191 members 
Mstep: Class 19 contains 31622 members 
Mstep: Class 21 contains 205089 members 
Mstep: Class 22 contains 4406 members 
Mstep: Class 23 contains 12463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282208.000000 Penalty: 61069.699219
Iteration 141Q: 19 clusters Score -1.042822e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 22962 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207694 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86812 members 
Mstep: Class 10 contains 21512 members 
Mstep: Class 11 contains 11148 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223766 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 34191 members 
Mstep: Class 19 contains 31690 members 
Mstep: Class 21 contains 205054 members 
Mstep: Class 22 contains 4407 members 
Mstep: Class 23 contains 12487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282344.000000 Penalty: 61069.699219
Iteration 142Q: 19 clusters Score -1.042823e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 23075 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207684 members 
Mstep: Class 7 contains 1521 members 
Mstep: Class 8 contains 86825 members 
Mstep: Class 10 contains 21396 members 
Mstep: Class 11 contains 11154 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223757 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 34192 members 
Mstep: Class 19 contains 31770 members 
Mstep: Class 21 contains 204958 members 
Mstep: Class 22 contains 4409 members 
Mstep: Class 23 contains 12502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282424.000000 Penalty: 61069.699219
Iteration 143Q: 19 clusters Score -1.042824e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 23210 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207688 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 86822 members 
Mstep: Class 10 contains 21295 members 
Mstep: Class 11 contains 11159 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223731 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 34187 members 
Mstep: Class 19 contains 31832 members 
Mstep: Class 21 contains 204877 members 
Mstep: Class 22 contains 4409 members 
Mstep: Class 23 contains 12511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282584.000000 Penalty: 61069.699219
Iteration 144Q: 19 clusters Score -1.042826e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 23321 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207685 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 86809 members 
Mstep: Class 10 contains 21188 members 
Mstep: Class 11 contains 11165 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223685 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 34196 members 
Mstep: Class 19 contains 31901 members 
Mstep: Class 21 contains 204834 members 
Mstep: Class 22 contains 4408 members 
Mstep: Class 23 contains 12529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282608.000000 Penalty: 61069.699219
Iteration 145Q: 19 clusters Score -1.042826e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 23415 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207682 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 86797 members 
Mstep: Class 10 contains 21088 members 
Mstep: Class 11 contains 11171 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223654 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 34193 members 
Mstep: Class 19 contains 31971 members 
Mstep: Class 21 contains 204797 members 
Mstep: Class 22 contains 4406 members 
Mstep: Class 23 contains 12547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282584.000000 Penalty: 61069.699219
Iteration 146Q: 19 clusters Score -1.042826e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 23507 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207679 members 
Mstep: Class 7 contains 1523 members 
Mstep: Class 8 contains 86783 members 
Mstep: Class 10 contains 20975 members 
Mstep: Class 11 contains 11183 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223650 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34202 members 
Mstep: Class 19 contains 32036 members 
Mstep: Class 21 contains 204742 members 
Mstep: Class 22 contains 4406 members 
Mstep: Class 23 contains 12558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282640.000000 Penalty: 61069.699219
Iteration 147Q: 19 clusters Score -1.042826e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 23594 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207671 members 
Mstep: Class 7 contains 1523 members 
Mstep: Class 8 contains 86784 members 
Mstep: Class 10 contains 20856 members 
Mstep: Class 11 contains 11183 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223624 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34209 members 
Mstep: Class 19 contains 32129 members 
Mstep: Class 21 contains 204700 members 
Mstep: Class 22 contains 4406 members 
Mstep: Class 23 contains 12565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282728.000000 Penalty: 61069.699219
Iteration 148Q: 19 clusters Score -1.042827e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 23695 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207660 members 
Mstep: Class 7 contains 1523 members 
Mstep: Class 8 contains 86771 members 
Mstep: Class 10 contains 20732 members 
Mstep: Class 11 contains 11182 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223606 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34225 members 
Mstep: Class 19 contains 32224 members 
Mstep: Class 21 contains 204652 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 12569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282744.000000 Penalty: 61069.699219
Iteration 149Q: 19 clusters Score -1.042827e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 23778 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207644 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 86768 members 
Mstep: Class 10 contains 20626 members 
Mstep: Class 11 contains 11176 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223602 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 34243 members 
Mstep: Class 19 contains 32301 members 
Mstep: Class 21 contains 204606 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 12572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282632.000000 Penalty: 61069.699219
Iteration 150Q: 19 clusters Score -1.042826e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 23859 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207642 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 86756 members 
Mstep: Class 10 contains 20519 members 
Mstep: Class 11 contains 11176 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223606 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 34253 members 
Mstep: Class 19 contains 32379 members 
Mstep: Class 21 contains 204552 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282640.000000 Penalty: 61069.699219
Iteration 151Q: 19 clusters Score -1.042826e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 23929 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207638 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 86738 members 
Mstep: Class 10 contains 20412 members 
Mstep: Class 11 contains 11173 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223630 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34261 members 
Mstep: Class 19 contains 32462 members 
Mstep: Class 21 contains 204497 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282544.000000 Penalty: 61069.699219
Iteration 152Q: 19 clusters Score -1.042825e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 24011 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207624 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 86726 members 
Mstep: Class 10 contains 20315 members 
Mstep: Class 11 contains 11167 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223656 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34270 members 
Mstep: Class 19 contains 32535 members 
Mstep: Class 21 contains 204433 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282640.000000 Penalty: 61069.699219
Iteration 153Q: 19 clusters Score -1.042826e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 24095 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207615 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 86717 members 
Mstep: Class 10 contains 20213 members 
Mstep: Class 11 contains 11169 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223682 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34281 members 
Mstep: Class 19 contains 32594 members 
Mstep: Class 21 contains 204371 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282664.000000 Penalty: 61069.699219
Iteration 154Q: 19 clusters Score -1.042827e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 24184 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207603 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 86706 members 
Mstep: Class 10 contains 20112 members 
Mstep: Class 11 contains 11170 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223697 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34290 members 
Mstep: Class 19 contains 32655 members 
Mstep: Class 21 contains 204319 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 12582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282864.000000 Penalty: 61069.699219
Iteration 155Q: 19 clusters Score -1.042829e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 24270 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207586 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 86697 members 
Mstep: Class 10 contains 20020 members 
Mstep: Class 11 contains 11165 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223728 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34297 members 
Mstep: Class 19 contains 32713 members 
Mstep: Class 21 contains 204260 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 12582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282784.000000 Penalty: 61069.699219
Iteration 156Q: 19 clusters Score -1.042828e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 24345 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207560 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 86688 members 
Mstep: Class 10 contains 19929 members 
Mstep: Class 11 contains 11164 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223740 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34303 members 
Mstep: Class 19 contains 32772 members 
Mstep: Class 21 contains 204234 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282864.000000 Penalty: 61069.699219
Iteration 157Q: 19 clusters Score -1.042829e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 24436 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207514 members 
Mstep: Class 7 contains 1521 members 
Mstep: Class 8 contains 86672 members 
Mstep: Class 10 contains 19831 members 
Mstep: Class 11 contains 11159 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223748 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34306 members 
Mstep: Class 19 contains 32823 members 
Mstep: Class 21 contains 204240 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283024.000000 Penalty: 61069.699219
Iteration 158Q: 19 clusters Score -1.04283e+08 nChanged 507
Entering ConstructFrom: 
Score: -104283024.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -222678.859375 Penalty: 1896.295776
	Iteration 0F: 2 clusters Score -222678.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -219989.500000 Penalty: 3792.591553
	Iteration 0F: 3 clusters Score -219989.5 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -220521.203125 Penalty: 3792.591553
	Iteration 1F: 3 clusters Score -220521.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -220698.171875 Penalty: 3792.591553
	Iteration 2F: 3 clusters Score -220698.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -220793.515625 Penalty: 3792.591553
	Iteration 3F: 3 clusters Score -220793.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -220856.218750 Penalty: 3792.591553
	Iteration 4Q: 3 clusters Score -220856.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -220890.828125 Penalty: 3792.591553
	Iteration 5Q: 3 clusters Score -220890.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -220933.234375 Penalty: 3792.591553
	Iteration 6Q: 3 clusters Score -220933.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -220979.312500 Penalty: 3792.591553
	Iteration 7Q: 3 clusters Score -220979.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -221024.828125 Penalty: 3792.591553
	Iteration 8Q: 3 clusters Score -221024.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -221068.546875 Penalty: 3792.591553
	Iteration 9Q: 3 clusters Score -221068.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -221103.687500 Penalty: 3792.591553
	Iteration 10Q: 3 clusters Score -221103.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -221163.640625 Penalty: 3792.591553
	Iteration 11Q: 3 clusters Score -221163.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -221271.937500 Penalty: 3792.591553
	Iteration 12Q: 3 clusters Score -221271.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -221455.078125 Penalty: 3792.591553
	Iteration 13Q: 3 clusters Score -221455.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -221752.125000 Penalty: 3792.591553
	Iteration 14F: 3 clusters Score -221752.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -222163.234375 Penalty: 3792.591553
	Iteration 15F: 3 clusters Score -222163.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -222442.843750 Penalty: 3792.591553
	Iteration 16F: 3 clusters Score -222442.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -222608.328125 Penalty: 3792.591553
	Iteration 17Q: 3 clusters Score -222608.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -222665.109375 Penalty: 3792.591553
	Iteration 18Q: 3 clusters Score -222665.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -222685.234375 Penalty: 3792.591553
	Iteration 19Q: 3 clusters Score -222685.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -222693.515625 Penalty: 3792.591553
	Iteration 20F: 3 clusters Score -222693.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -222696.609375 Penalty: 3792.591553
	Iteration 21Q: 3 clusters Score -222696.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -222697.765625 Penalty: 3792.591553
	Iteration 22Q: 3 clusters Score -222697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -222699.968750 Penalty: 3792.591553
	Iteration 23Q: 3 clusters Score -222700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -222700.281250 Penalty: 3792.591553
	Iteration 24Q: 3 clusters Score -222700.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -222700.281250 Penalty: 3792.591553
	Iteration 25F: 3 clusters Score -222700.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 24520 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207477 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86648 members 
Mstep: Class 10 contains 19741 members 
Mstep: Class 11 contains 11151 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223755 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34307 members 
Mstep: Class 19 contains 32891 members 
Mstep: Class 21 contains 204232 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 12598 members 
Entering Unmasked Estep 
Score: -104281648.000000 Penalty: 64462.460938
Splitting cluster 1 changes total score from -104283024.000000 to -104281648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Entering Unmasked Estep 
Score: -208310.375000 Penalty: 1883.656128
	Iteration 0F: 2 clusters Score -208310.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -205750.296875 Penalty: 3767.312256
	Iteration 0F: 3 clusters Score -205750.3 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -206368.359375 Penalty: 3767.312256
	Iteration 1F: 3 clusters Score -206368.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -206695.875000 Penalty: 3767.312256
	Iteration 2F: 3 clusters Score -206695.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -207145.687500 Penalty: 3767.312256
	Iteration 3F: 3 clusters Score -207145.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -207604.937500 Penalty: 3767.312256
	Iteration 4F: 3 clusters Score -207604.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -207919.921875 Penalty: 3767.312256
	Iteration 5F: 3 clusters Score -207919.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -208053.921875 Penalty: 3767.312256
	Iteration 6F: 3 clusters Score -208053.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -208102.734375 Penalty: 3767.312256
	Iteration 7Q: 3 clusters Score -208102.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -208127.984375 Penalty: 3767.312256
	Iteration 8Q: 3 clusters Score -208128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -208143.921875 Penalty: 3767.312256
	Iteration 9Q: 3 clusters Score -208143.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -208152.609375 Penalty: 3767.312256
	Iteration 10Q: 3 clusters Score -208152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -208156.609375 Penalty: 3767.312256
	Iteration 11Q: 3 clusters Score -208156.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -208160.109375 Penalty: 3767.312256
	Iteration 12Q: 3 clusters Score -208160.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -208161.921875 Penalty: 3767.312256
	Iteration 13Q: 3 clusters Score -208161.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -208161.921875 Penalty: 3767.312256
	Iteration 14F: 3 clusters Score -208161.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Entering Unmasked Estep 
Score: -2980683.750000 Penalty: 2506.596680
	Iteration 0F: 2 clusters Score -2980684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2963701.750000 Penalty: 5013.193359
	Iteration 0F: 3 clusters Score -2963702 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2969437.000000 Penalty: 5013.193359
	Iteration 1F: 3 clusters Score -2969437 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2969781.750000 Penalty: 5013.193359
	Iteration 2Q: 3 clusters Score -2969782 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2970118.250000 Penalty: 5013.193359
	Iteration 3Q: 3 clusters Score -2970118 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2970448.750000 Penalty: 5013.193359
	Iteration 4Q: 3 clusters Score -2970449 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2970831.250000 Penalty: 5013.193359
	Iteration 5Q: 3 clusters Score -2970831 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2971378.250000 Penalty: 5013.193359
	Iteration 6Q: 3 clusters Score -2971378 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2972095.250000 Penalty: 5013.193359
	Iteration 7Q: 3 clusters Score -2972095 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2972953.500000 Penalty: 5013.193359
	Iteration 8Q: 3 clusters Score -2972954 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2973951.250000 Penalty: 5013.193359
	Iteration 9F: 3 clusters Score -2973951 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2974877.000000 Penalty: 5013.193359
	Iteration 10F: 3 clusters Score -2974877 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2975585.000000 Penalty: 5013.193359
	Iteration 11Q: 3 clusters Score -2975585 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2976088.500000 Penalty: 5013.193359
	Iteration 12Q: 3 clusters Score -2976088 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2976350.250000 Penalty: 5013.193359
	Iteration 13Q: 3 clusters Score -2976350 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2976522.250000 Penalty: 5013.193359
	Iteration 14Q: 3 clusters Score -2976522 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2976633.000000 Penalty: 5013.193359
	Iteration 15Q: 3 clusters Score -2976633 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2976710.000000 Penalty: 5013.193359
	Iteration 16Q: 3 clusters Score -2976710 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2976767.500000 Penalty: 5013.193359
	Iteration 17Q: 3 clusters Score -2976768 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2976826.500000 Penalty: 5013.193359
	Iteration 18Q: 3 clusters Score -2976826 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2976872.000000 Penalty: 5013.193359
	Iteration 19Q: 3 clusters Score -2976872 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2976921.750000 Penalty: 5013.193359
	Iteration 20F: 3 clusters Score -2976922 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2976965.250000 Penalty: 5013.193359
	Iteration 21Q: 3 clusters Score -2976965 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2976999.250000 Penalty: 5013.193359
	Iteration 22Q: 3 clusters Score -2976999 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2977046.500000 Penalty: 5013.193359
	Iteration 23Q: 3 clusters Score -2977046 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2977072.500000 Penalty: 5013.193359
	Iteration 24Q: 3 clusters Score -2977072 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2977096.750000 Penalty: 5013.193359
	Iteration 25Q: 3 clusters Score -2977097 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2977114.000000 Penalty: 5013.193359
	Iteration 26Q: 3 clusters Score -2977114 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2977133.500000 Penalty: 5013.193359
	Iteration 27Q: 3 clusters Score -2977134 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2977151.500000 Penalty: 5013.193359
	Iteration 28Q: 3 clusters Score -2977152 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2977157.250000 Penalty: 5013.193359
	Iteration 29Q: 3 clusters Score -2977157 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2977160.750000 Penalty: 5013.193359
	Iteration 30Q: 3 clusters Score -2977161 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2977186.250000 Penalty: 5013.193359
	Iteration 31Q: 3 clusters Score -2977186 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2977194.500000 Penalty: 5013.193359
	Iteration 32Q: 3 clusters Score -2977194 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2977199.750000 Penalty: 5013.193359
	Iteration 33Q: 3 clusters Score -2977200 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2977219.000000 Penalty: 5013.193359
	Iteration 34Q: 3 clusters Score -2977219 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2977231.750000 Penalty: 5013.193359
	Iteration 35Q: 3 clusters Score -2977232 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2977243.250000 Penalty: 5013.193359
	Iteration 36Q: 3 clusters Score -2977243 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2977265.000000 Penalty: 5013.193359
	Iteration 37Q: 3 clusters Score -2977265 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2977275.000000 Penalty: 5013.193359
	Iteration 38Q: 3 clusters Score -2977275 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2977279.000000 Penalty: 5013.193359
	Iteration 39Q: 3 clusters Score -2977279 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2977282.750000 Penalty: 5013.193359
	Iteration 40F: 3 clusters Score -2977283 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2977295.250000 Penalty: 5013.193359
	Iteration 41Q: 3 clusters Score -2977295 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2977306.000000 Penalty: 5013.193359
	Iteration 42Q: 3 clusters Score -2977306 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2977320.250000 Penalty: 5013.193359
	Iteration 43Q: 3 clusters Score -2977320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2977324.250000 Penalty: 5013.193359
	Iteration 44Q: 3 clusters Score -2977324 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2977330.250000 Penalty: 5013.193359
	Iteration 45Q: 3 clusters Score -2977330 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2977326.750000 Penalty: 5013.193359
	Iteration 46Q: 3 clusters Score -2977327 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2977332.750000 Penalty: 5013.193359
	Iteration 47Q: 3 clusters Score -2977333 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2977362.500000 Penalty: 5013.193359
	Iteration 48Q: 3 clusters Score -2977362 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2977361.250000 Penalty: 5013.193359
	Iteration 49Q: 3 clusters Score -2977361 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2977364.750000 Penalty: 5013.193359
	Iteration 50Q: 3 clusters Score -2977365 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2977372.750000 Penalty: 5013.193359
	Iteration 51Q: 3 clusters Score -2977373 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2977390.500000 Penalty: 5013.193359
	Iteration 52Q: 3 clusters Score -2977390 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2977410.500000 Penalty: 5013.193359
	Iteration 53Q: 3 clusters Score -2977410 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2977435.500000 Penalty: 5013.193359
	Iteration 54Q: 3 clusters Score -2977436 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2977452.750000 Penalty: 5013.193359
	Iteration 55Q: 3 clusters Score -2977453 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2977478.000000 Penalty: 5013.193359
	Iteration 56Q: 3 clusters Score -2977478 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2977490.750000 Penalty: 5013.193359
	Iteration 57Q: 3 clusters Score -2977491 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2977510.000000 Penalty: 5013.193359
	Iteration 58Q: 3 clusters Score -2977510 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2977524.500000 Penalty: 5013.193359
	Iteration 59Q: 3 clusters Score -2977524 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2977523.500000 Penalty: 5013.193359
	Iteration 60F: 3 clusters Score -2977524 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2977543.000000 Penalty: 5013.193359
	Iteration 61Q: 3 clusters Score -2977543 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2977562.500000 Penalty: 5013.193359
	Iteration 62Q: 3 clusters Score -2977562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2977583.250000 Penalty: 5013.193359
	Iteration 63Q: 3 clusters Score -2977583 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2977602.500000 Penalty: 5013.193359
	Iteration 64Q: 3 clusters Score -2977602 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2977618.750000 Penalty: 5013.193359
	Iteration 65Q: 3 clusters Score -2977619 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2977632.250000 Penalty: 5013.193359
	Iteration 66Q: 3 clusters Score -2977632 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2977644.000000 Penalty: 5013.193359
	Iteration 67Q: 3 clusters Score -2977644 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2977651.000000 Penalty: 5013.193359
	Iteration 68Q: 3 clusters Score -2977651 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2977668.250000 Penalty: 5013.193359
	Iteration 69Q: 3 clusters Score -2977668 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2977687.000000 Penalty: 5013.193359
	Iteration 70Q: 3 clusters Score -2977687 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2977698.000000 Penalty: 5013.193359
	Iteration 71Q: 3 clusters Score -2977698 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2977710.250000 Penalty: 5013.193359
	Iteration 72Q: 3 clusters Score -2977710 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2977721.750000 Penalty: 5013.193359
	Iteration 73Q: 3 clusters Score -2977722 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2977731.000000 Penalty: 5013.193359
	Iteration 74Q: 3 clusters Score -2977731 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2977748.000000 Penalty: 5013.193359
	Iteration 75Q: 3 clusters Score -2977748 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2977754.750000 Penalty: 5013.193359
	Iteration 76Q: 3 clusters Score -2977755 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2977769.000000 Penalty: 5013.193359
	Iteration 77Q: 3 clusters Score -2977769 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2977770.250000 Penalty: 5013.193359
	Iteration 78Q: 3 clusters Score -2977770 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2977782.500000 Penalty: 5013.193359
	Iteration 79Q: 3 clusters Score -2977782 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2977788.000000 Penalty: 5013.193359
	Iteration 80F: 3 clusters Score -2977788 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2977800.250000 Penalty: 5013.193359
	Iteration 81Q: 3 clusters Score -2977800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2977802.250000 Penalty: 5013.193359
	Iteration 82Q: 3 clusters Score -2977802 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2977806.000000 Penalty: 5013.193359
	Iteration 83Q: 3 clusters Score -2977806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2977814.000000 Penalty: 5013.193359
	Iteration 84Q: 3 clusters Score -2977814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2977813.250000 Penalty: 5013.193359
	Iteration 85Q: 3 clusters Score -2977813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2977821.000000 Penalty: 5013.193359
	Iteration 86Q: 3 clusters Score -2977821 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2977832.750000 Penalty: 5013.193359
	Iteration 87Q: 3 clusters Score -2977833 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2977846.750000 Penalty: 5013.193359
	Iteration 88Q: 3 clusters Score -2977847 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2977861.250000 Penalty: 5013.193359
	Iteration 89Q: 3 clusters Score -2977861 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2977869.000000 Penalty: 5013.193359
	Iteration 90Q: 3 clusters Score -2977869 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2977873.250000 Penalty: 5013.193359
	Iteration 91Q: 3 clusters Score -2977873 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2977878.750000 Penalty: 5013.193359
	Iteration 92Q: 3 clusters Score -2977879 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2977900.750000 Penalty: 5013.193359
	Iteration 93Q: 3 clusters Score -2977901 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2977906.250000 Penalty: 5013.193359
	Iteration 94Q: 3 clusters Score -2977906 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2977919.250000 Penalty: 5013.193359
	Iteration 95Q: 3 clusters Score -2977919 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2977928.500000 Penalty: 5013.193359
	Iteration 96Q: 3 clusters Score -2977928 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2977938.750000 Penalty: 5013.193359
	Iteration 97Q: 3 clusters Score -2977939 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2977947.750000 Penalty: 5013.193359
	Iteration 98Q: 3 clusters Score -2977948 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2977957.750000 Penalty: 5013.193359
	Iteration 99Q: 3 clusters Score -2977958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2977959.000000 Penalty: 5013.193359
	Iteration 100F: 3 clusters Score -2977959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2977963.500000 Penalty: 5013.193359
	Iteration 101Q: 3 clusters Score -2977964 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2977974.250000 Penalty: 5013.193359
	Iteration 102Q: 3 clusters Score -2977974 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2977996.750000 Penalty: 5013.193359
	Iteration 103Q: 3 clusters Score -2977997 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2978009.000000 Penalty: 5013.193359
	Iteration 104Q: 3 clusters Score -2978009 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2978027.250000 Penalty: 5013.193359
	Iteration 105Q: 3 clusters Score -2978027 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2978021.750000 Penalty: 5013.193359
	Iteration 106Q: 3 clusters Score -2978022 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2978030.000000 Penalty: 5013.193359
	Iteration 107Q: 3 clusters Score -2978030 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2978048.750000 Penalty: 5013.193359
	Iteration 108Q: 3 clusters Score -2978049 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2978060.250000 Penalty: 5013.193359
	Iteration 109Q: 3 clusters Score -2978060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2978074.000000 Penalty: 5013.193359
	Iteration 110Q: 3 clusters Score -2978074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2978082.000000 Penalty: 5013.193359
	Iteration 111Q: 3 clusters Score -2978082 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2978087.000000 Penalty: 5013.193359
	Iteration 112Q: 3 clusters Score -2978087 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2978115.750000 Penalty: 5013.193359
	Iteration 113Q: 3 clusters Score -2978116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2978126.250000 Penalty: 5013.193359
	Iteration 114Q: 3 clusters Score -2978126 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2978131.250000 Penalty: 5013.193359
	Iteration 115Q: 3 clusters Score -2978131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2978137.750000 Penalty: 5013.193359
	Iteration 116Q: 3 clusters Score -2978138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2978157.500000 Penalty: 5013.193359
	Iteration 117Q: 3 clusters Score -2978158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2978162.000000 Penalty: 5013.193359
	Iteration 118Q: 3 clusters Score -2978162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2978170.500000 Penalty: 5013.193359
	Iteration 119Q: 3 clusters Score -2978170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2978184.250000 Penalty: 5013.193359
	Iteration 120F: 3 clusters Score -2978184 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2978185.000000 Penalty: 5013.193359
	Iteration 121Q: 3 clusters Score -2978185 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2978187.250000 Penalty: 5013.193359
	Iteration 122Q: 3 clusters Score -2978187 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2978200.750000 Penalty: 5013.193359
	Iteration 123Q: 3 clusters Score -2978201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2978211.000000 Penalty: 5013.193359
	Iteration 124Q: 3 clusters Score -2978211 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2978216.750000 Penalty: 5013.193359
	Iteration 125Q: 3 clusters Score -2978217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2978219.750000 Penalty: 5013.193359
	Iteration 126Q: 3 clusters Score -2978220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2978227.750000 Penalty: 5013.193359
	Iteration 127Q: 3 clusters Score -2978228 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2978225.500000 Penalty: 5013.193359
	Iteration 128Q: 3 clusters Score -2978226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2978231.250000 Penalty: 5013.193359
	Iteration 129Q: 3 clusters Score -2978231 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2978235.500000 Penalty: 5013.193359
	Iteration 130Q: 3 clusters Score -2978236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2978240.500000 Penalty: 5013.193359
	Iteration 131Q: 3 clusters Score -2978240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2978246.250000 Penalty: 5013.193359
	Iteration 132Q: 3 clusters Score -2978246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2978250.500000 Penalty: 5013.193359
	Iteration 133Q: 3 clusters Score -2978250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2978254.750000 Penalty: 5013.193359
	Iteration 134Q: 3 clusters Score -2978255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2978252.250000 Penalty: 5013.193359
	Iteration 135Q: 3 clusters Score -2978252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2978259.250000 Penalty: 5013.193359
	Iteration 136Q: 3 clusters Score -2978259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2978261.250000 Penalty: 5013.193359
	Iteration 137Q: 3 clusters Score -2978261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2978274.500000 Penalty: 5013.193359
	Iteration 138Q: 3 clusters Score -2978274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2978277.000000 Penalty: 5013.193359
	Iteration 139Q: 3 clusters Score -2978277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2978273.500000 Penalty: 5013.193359
	Iteration 140F: 3 clusters Score -2978274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2978277.000000 Penalty: 5013.193359
	Iteration 141Q: 3 clusters Score -2978277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2978273.500000 Penalty: 5013.193359
	Iteration 142Q: 3 clusters Score -2978274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2978274.000000 Penalty: 5013.193359
	Iteration 143Q: 3 clusters Score -2978274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2978271.250000 Penalty: 5013.193359
	Iteration 144Q: 3 clusters Score -2978271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2978282.500000 Penalty: 5013.193359
	Iteration 145Q: 3 clusters Score -2978282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2978281.500000 Penalty: 5013.193359
	Iteration 146Q: 3 clusters Score -2978282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2978280.750000 Penalty: 5013.193359
	Iteration 147Q: 3 clusters Score -2978281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2978285.000000 Penalty: 5013.193359
	Iteration 148Q: 3 clusters Score -2978285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2978278.500000 Penalty: 5013.193359
	Iteration 149Q: 3 clusters Score -2978278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2978283.250000 Penalty: 5013.193359
	Iteration 150Q: 3 clusters Score -2978283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2978285.250000 Penalty: 5013.193359
	Iteration 151Q: 3 clusters Score -2978285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2978283.500000 Penalty: 5013.193359
	Iteration 152Q: 3 clusters Score -2978284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2978284.250000 Penalty: 5013.193359
	Iteration 153Q: 3 clusters Score -2978284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2978285.250000 Penalty: 5013.193359
	Iteration 154Q: 3 clusters Score -2978285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2978287.500000 Penalty: 5013.193359
	Iteration 155Q: 3 clusters Score -2978288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2978287.500000 Penalty: 5013.193359
	Iteration 156F: 3 clusters Score -2978288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -124796.679688 Penalty: 1764.462769
	Iteration 0F: 2 clusters Score -124796.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -122704.601562 Penalty: 3528.925537
	Iteration 0F: 3 clusters Score -122704.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -123091.632812 Penalty: 3528.925537
	Iteration 1F: 3 clusters Score -123091.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -123369.070312 Penalty: 3528.925537
	Iteration 2F: 3 clusters Score -123369.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -123640.859375 Penalty: 3528.925537
	Iteration 3F: 3 clusters Score -123640.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -123827.039062 Penalty: 3528.925537
	Iteration 4F: 3 clusters Score -123827 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -123985.640625 Penalty: 3528.925537
	Iteration 5F: 3 clusters Score -123985.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -124089.796875 Penalty: 3528.925537
	Iteration 6Q: 3 clusters Score -124089.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -124190.609375 Penalty: 3528.925537
	Iteration 7Q: 3 clusters Score -124190.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -124247.195312 Penalty: 3528.925537
	Iteration 8Q: 3 clusters Score -124247.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -124299.656250 Penalty: 3528.925537
	Iteration 9Q: 3 clusters Score -124299.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -124332.265625 Penalty: 3528.925537
	Iteration 10Q: 3 clusters Score -124332.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -124370.546875 Penalty: 3528.925537
	Iteration 11Q: 3 clusters Score -124370.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -124395.664062 Penalty: 3528.925537
	Iteration 12Q: 3 clusters Score -124395.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -124416.875000 Penalty: 3528.925537
	Iteration 13Q: 3 clusters Score -124416.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -124440.656250 Penalty: 3528.925537
	Iteration 14Q: 3 clusters Score -124440.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -124456.812500 Penalty: 3528.925537
	Iteration 15Q: 3 clusters Score -124456.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -124473.562500 Penalty: 3528.925537
	Iteration 16Q: 3 clusters Score -124473.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -124481.085938 Penalty: 3528.925537
	Iteration 17Q: 3 clusters Score -124481.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -124487.250000 Penalty: 3528.925537
	Iteration 18Q: 3 clusters Score -124487.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -124492.390625 Penalty: 3528.925537
	Iteration 19Q: 3 clusters Score -124492.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -124500.031250 Penalty: 3528.925537
	Iteration 20F: 3 clusters Score -124500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -124508.062500 Penalty: 3528.925537
	Iteration 21Q: 3 clusters Score -124508.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -124523.671875 Penalty: 3528.925537
	Iteration 22Q: 3 clusters Score -124523.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -124545.937500 Penalty: 3528.925537
	Iteration 23Q: 3 clusters Score -124545.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -124596.296875 Penalty: 3528.925537
	Iteration 24Q: 3 clusters Score -124596.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -124640.078125 Penalty: 3528.925537
	Iteration 25Q: 3 clusters Score -124640.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -124698.820312 Penalty: 3528.925537
	Iteration 26Q: 3 clusters Score -124698.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -124745.929688 Penalty: 3528.925537
	Iteration 27Q: 3 clusters Score -124745.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -124775.546875 Penalty: 3528.925537
	Iteration 28Q: 3 clusters Score -124775.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -124808.023438 Penalty: 3528.925537
	Iteration 29Q: 3 clusters Score -124808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -124837.617188 Penalty: 3528.925537
	Iteration 30Q: 3 clusters Score -124837.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -124859.054688 Penalty: 3528.925537
	Iteration 31Q: 3 clusters Score -124859.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -124876.976562 Penalty: 3528.925537
	Iteration 32Q: 3 clusters Score -124877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -124887.007812 Penalty: 3528.925537
	Iteration 33Q: 3 clusters Score -124887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -124900.171875 Penalty: 3528.925537
	Iteration 34Q: 3 clusters Score -124900.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -124903.921875 Penalty: 3528.925537
	Iteration 35Q: 3 clusters Score -124903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -124905.750000 Penalty: 3528.925537
	Iteration 36Q: 3 clusters Score -124905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -124907.546875 Penalty: 3528.925537
	Iteration 37Q: 3 clusters Score -124907.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -124915.148438 Penalty: 3528.925537
	Iteration 38Q: 3 clusters Score -124915.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -124921.078125 Penalty: 3528.925537
	Iteration 39Q: 3 clusters Score -124921.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -124926.007812 Penalty: 3528.925537
	Iteration 40F: 3 clusters Score -124926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -124943.859375 Penalty: 3528.925537
	Iteration 41Q: 3 clusters Score -124943.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -124948.390625 Penalty: 3528.925537
	Iteration 42Q: 3 clusters Score -124948.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -124952.960938 Penalty: 3528.925537
	Iteration 43Q: 3 clusters Score -124953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -124959.250000 Penalty: 3528.925537
	Iteration 44Q: 3 clusters Score -124959.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -124965.742188 Penalty: 3528.925537
	Iteration 45Q: 3 clusters Score -124965.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -124971.421875 Penalty: 3528.925537
	Iteration 46Q: 3 clusters Score -124971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -124972.875000 Penalty: 3528.925537
	Iteration 47Q: 3 clusters Score -124972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -124974.679688 Penalty: 3528.925537
	Iteration 48Q: 3 clusters Score -124974.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -124976.546875 Penalty: 3528.925537
	Iteration 49Q: 3 clusters Score -124976.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -124977.625000 Penalty: 3528.925537
	Iteration 50Q: 3 clusters Score -124977.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -124980.054688 Penalty: 3528.925537
	Iteration 51Q: 3 clusters Score -124980.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -124985.695312 Penalty: 3528.925537
	Iteration 52Q: 3 clusters Score -124985.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -124995.398438 Penalty: 3528.925537
	Iteration 53Q: 3 clusters Score -124995.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -125003.015625 Penalty: 3528.925537
	Iteration 54Q: 3 clusters Score -125003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -125017.468750 Penalty: 3528.925537
	Iteration 55Q: 3 clusters Score -125017.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -125026.695312 Penalty: 3528.925537
	Iteration 56Q: 3 clusters Score -125026.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -125038.179688 Penalty: 3528.925537
	Iteration 57Q: 3 clusters Score -125038.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -125061.179688 Penalty: 3528.925537
	Iteration 58Q: 3 clusters Score -125061.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -125075.898438 Penalty: 3528.925537
	Iteration 59Q: 3 clusters Score -125075.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -125087.875000 Penalty: 3528.925537
	Iteration 60F: 3 clusters Score -125087.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -125099.312500 Penalty: 3528.925537
	Iteration 61Q: 3 clusters Score -125099.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -125109.726562 Penalty: 3528.925537
	Iteration 62Q: 3 clusters Score -125109.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -125114.187500 Penalty: 3528.925537
	Iteration 63Q: 3 clusters Score -125114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -125116.835938 Penalty: 3528.925537
	Iteration 64Q: 3 clusters Score -125116.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -125117.312500 Penalty: 3528.925537
	Iteration 65Q: 3 clusters Score -125117.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -125118.781250 Penalty: 3528.925537
	Iteration 66Q: 3 clusters Score -125118.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -125118.781250 Penalty: 3528.925537
	Iteration 67F: 3 clusters Score -125118.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 24520 members 
Mstep: Class 4 contains 434 members 
Mstep: Class 5 contains 207477 members 
Mstep: Class 6 contains 796 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86648 members 
Mstep: Class 10 contains 19741 members 
Mstep: Class 11 contains 11151 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223755 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34307 members 
Mstep: Class 19 contains 32891 members 
Mstep: Class 21 contains 204232 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 12598 members 
Entering Unmasked Estep 
Score: -104281784.000000 Penalty: 64462.460938
Splitting cluster 4 changes total score from -104283024.000000 to -104281784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (207477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207477 members 
Entering Unmasked Estep 
Score: -25274502.000000 Penalty: 3036.208496
	Iteration 0F: 2 clusters Score -2.52745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103556 members 
Mstep: Class 2 contains 103921 members 
Entering Unmasked Estep 
Score: -25141944.000000 Penalty: 6072.416992
	Iteration 0F: 3 clusters Score -2.514194e+07 nChanged 99637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101595 members 
Mstep: Class 2 contains 105882 members 
Entering Unmasked Estep 
Score: -25199816.000000 Penalty: 6072.416992
	Iteration 1F: 3 clusters Score -2.519982e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100625 members 
Mstep: Class 2 contains 106852 members 
Entering Unmasked Estep 
Score: -25200756.000000 Penalty: 6072.416992
	Iteration 2Q: 3 clusters Score -2.520076e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98989 members 
Mstep: Class 2 contains 108488 members 
Entering Unmasked Estep 
Score: -25202172.000000 Penalty: 6072.416992
	Iteration 3Q: 3 clusters Score -2.520217e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96484 members 
Mstep: Class 2 contains 110993 members 
Entering Unmasked Estep 
Score: -25203848.000000 Penalty: 6072.416992
	Iteration 4Q: 3 clusters Score -2.520385e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 114882 members 
Entering Unmasked Estep 
Score: -25206164.000000 Penalty: 6072.416992
	Iteration 5Q: 3 clusters Score -2.520616e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 120654 members 
Entering Unmasked Estep 
Score: -25210534.000000 Penalty: 6072.416992
	Iteration 6Q: 3 clusters Score -2.521053e+07 nChanged 11158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78987 members 
Mstep: Class 2 contains 128490 members 
Entering Unmasked Estep 
Score: -25217086.000000 Penalty: 6072.416992
	Iteration 7F: 3 clusters Score -2.521709e+07 nChanged 13222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69415 members 
Mstep: Class 2 contains 138062 members 
Entering Unmasked Estep 
Score: -25226954.000000 Penalty: 6072.416992
	Iteration 8F: 3 clusters Score -2.522695e+07 nChanged 13844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59963 members 
Mstep: Class 2 contains 147514 members 
Entering Unmasked Estep 
Score: -25238060.000000 Penalty: 6072.416992
	Iteration 9F: 3 clusters Score -2.523806e+07 nChanged 12320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 155114 members 
Entering Unmasked Estep 
Score: -25247170.000000 Penalty: 6072.416992
	Iteration 10F: 3 clusters Score -2.524717e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 160706 members 
Entering Unmasked Estep 
Score: -25252608.000000 Penalty: 6072.416992
	Iteration 11Q: 3 clusters Score -2.525261e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 165497 members 
Entering Unmasked Estep 
Score: -25255522.000000 Penalty: 6072.416992
	Iteration 12Q: 3 clusters Score -2.525552e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 170075 members 
Entering Unmasked Estep 
Score: -25257894.000000 Penalty: 6072.416992
	Iteration 13Q: 3 clusters Score -2.525789e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 174400 members 
Entering Unmasked Estep 
Score: -25259902.000000 Penalty: 6072.416992
	Iteration 14Q: 3 clusters Score -2.52599e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 178314 members 
Entering Unmasked Estep 
Score: -25261992.000000 Penalty: 6072.416992
	Iteration 15Q: 3 clusters Score -2.526199e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 181915 members 
Entering Unmasked Estep 
Score: -25263880.000000 Penalty: 6072.416992
	Iteration 16Q: 3 clusters Score -2.526388e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 185205 members 
Entering Unmasked Estep 
Score: -25265800.000000 Penalty: 6072.416992
	Iteration 17Q: 3 clusters Score -2.52658e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 188145 members 
Entering Unmasked Estep 
Score: -25267360.000000 Penalty: 6072.416992
	Iteration 18Q: 3 clusters Score -2.526736e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 190617 members 
Entering Unmasked Estep 
Score: -25268716.000000 Penalty: 6072.416992
	Iteration 19Q: 3 clusters Score -2.526872e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 192671 members 
Entering Unmasked Estep 
Score: -25269682.000000 Penalty: 6072.416992
	Iteration 20F: 3 clusters Score -2.526968e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 194386 members 
Entering Unmasked Estep 
Score: -25270456.000000 Penalty: 6072.416992
	Iteration 21Q: 3 clusters Score -2.527046e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 195909 members 
Entering Unmasked Estep 
Score: -25271044.000000 Penalty: 6072.416992
	Iteration 22Q: 3 clusters Score -2.527104e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 197143 members 
Entering Unmasked Estep 
Score: -25271556.000000 Penalty: 6072.416992
	Iteration 23Q: 3 clusters Score -2.527156e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 198178 members 
Entering Unmasked Estep 
Score: -25272080.000000 Penalty: 6072.416992
	Iteration 24Q: 3 clusters Score -2.527208e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 199018 members 
Entering Unmasked Estep 
Score: -25272348.000000 Penalty: 6072.416992
	Iteration 25Q: 3 clusters Score -2.527235e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 199722 members 
Entering Unmasked Estep 
Score: -25272562.000000 Penalty: 6072.416992
	Iteration 26Q: 3 clusters Score -2.527256e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 200347 members 
Entering Unmasked Estep 
Score: -25272784.000000 Penalty: 6072.416992
	Iteration 27Q: 3 clusters Score -2.527278e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 200883 members 
Entering Unmasked Estep 
Score: -25272758.000000 Penalty: 6072.416992
	Iteration 28Q: 3 clusters Score -2.527276e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 201321 members 
Entering Unmasked Estep 
Score: -25272906.000000 Penalty: 6072.416992
	Iteration 29Q: 3 clusters Score -2.527291e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 201727 members 
Entering Unmasked Estep 
Score: -25272978.000000 Penalty: 6072.416992
	Iteration 30Q: 3 clusters Score -2.527298e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 202086 members 
Entering Unmasked Estep 
Score: -25273058.000000 Penalty: 6072.416992
	Iteration 31Q: 3 clusters Score -2.527306e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 202371 members 
Entering Unmasked Estep 
Score: -25273132.000000 Penalty: 6072.416992
	Iteration 32Q: 3 clusters Score -2.527313e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 202604 members 
Entering Unmasked Estep 
Score: -25273126.000000 Penalty: 6072.416992
	Iteration 33Q: 3 clusters Score -2.527313e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 202789 members 
Entering Unmasked Estep 
Score: -25273108.000000 Penalty: 6072.416992
	Iteration 34Q: 3 clusters Score -2.527311e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 202936 members 
Entering Unmasked Estep 
Score: -25273158.000000 Penalty: 6072.416992
	Iteration 35Q: 3 clusters Score -2.527316e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 203052 members 
Entering Unmasked Estep 
Score: -25273128.000000 Penalty: 6072.416992
	Iteration 36Q: 3 clusters Score -2.527313e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 203170 members 
Entering Unmasked Estep 
Score: -25273146.000000 Penalty: 6072.416992
	Iteration 37Q: 3 clusters Score -2.527315e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 203276 members 
Entering Unmasked Estep 
Score: -25273208.000000 Penalty: 6072.416992
	Iteration 38Q: 3 clusters Score -2.527321e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 203388 members 
Entering Unmasked Estep 
Score: -25273274.000000 Penalty: 6072.416992
	Iteration 39Q: 3 clusters Score -2.527327e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 203473 members 
Entering Unmasked Estep 
Score: -25273272.000000 Penalty: 6072.416992
	Iteration 40F: 3 clusters Score -2.527327e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 203546 members 
Entering Unmasked Estep 
Score: -25273306.000000 Penalty: 6072.416992
	Iteration 41Q: 3 clusters Score -2.527331e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 203603 members 
Entering Unmasked Estep 
Score: -25273292.000000 Penalty: 6072.416992
	Iteration 42Q: 3 clusters Score -2.527329e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 203649 members 
Entering Unmasked Estep 
Score: -25273292.000000 Penalty: 6072.416992
	Iteration 43Q: 3 clusters Score -2.527329e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 203679 members 
Entering Unmasked Estep 
Score: -25273286.000000 Penalty: 6072.416992
	Iteration 44Q: 3 clusters Score -2.527329e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 203715 members 
Entering Unmasked Estep 
Score: -25273300.000000 Penalty: 6072.416992
	Iteration 45Q: 3 clusters Score -2.52733e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 203735 members 
Entering Unmasked Estep 
Score: -25273298.000000 Penalty: 6072.416992
	Iteration 46Q: 3 clusters Score -2.52733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 203747 members 
Entering Unmasked Estep 
Score: -25273310.000000 Penalty: 6072.416992
	Iteration 47Q: 3 clusters Score -2.527331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 203756 members 
Entering Unmasked Estep 
Score: -25273318.000000 Penalty: 6072.416992
	Iteration 48Q: 3 clusters Score -2.527332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 203767 members 
Entering Unmasked Estep 
Score: -25273314.000000 Penalty: 6072.416992
	Iteration 49Q: 3 clusters Score -2.527331e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 203785 members 
Entering Unmasked Estep 
Score: -25273280.000000 Penalty: 6072.416992
	Iteration 50Q: 3 clusters Score -2.527328e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 203803 members 
Entering Unmasked Estep 
Score: -25273288.000000 Penalty: 6072.416992
	Iteration 51Q: 3 clusters Score -2.527329e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 203822 members 
Entering Unmasked Estep 
Score: -25273264.000000 Penalty: 6072.416992
	Iteration 52Q: 3 clusters Score -2.527326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 203834 members 
Entering Unmasked Estep 
Score: -25273264.000000 Penalty: 6072.416992
	Iteration 53Q: 3 clusters Score -2.527326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 203849 members 
Entering Unmasked Estep 
Score: -25273302.000000 Penalty: 6072.416992
	Iteration 54Q: 3 clusters Score -2.52733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 203862 members 
Entering Unmasked Estep 
Score: -25273292.000000 Penalty: 6072.416992
	Iteration 55Q: 3 clusters Score -2.527329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 203868 members 
Entering Unmasked Estep 
Score: -25273292.000000 Penalty: 6072.416992
	Iteration 56Q: 3 clusters Score -2.527329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 203879 members 
Entering Unmasked Estep 
Score: -25273282.000000 Penalty: 6072.416992
	Iteration 57Q: 3 clusters Score -2.527328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 203888 members 
Entering Unmasked Estep 
Score: -25273290.000000 Penalty: 6072.416992
	Iteration 58Q: 3 clusters Score -2.527329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 203894 members 
Entering Unmasked Estep 
Score: -25273300.000000 Penalty: 6072.416992
	Iteration 59Q: 3 clusters Score -2.52733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 203897 members 
Entering Unmasked Estep 
Score: -25273294.000000 Penalty: 6072.416992
	Iteration 60F: 3 clusters Score -2.527329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 203903 members 
Entering Unmasked Estep 
Score: -25273296.000000 Penalty: 6072.416992
	Iteration 61Q: 3 clusters Score -2.52733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 203916 members 
Entering Unmasked Estep 
Score: -25273298.000000 Penalty: 6072.416992
	Iteration 62Q: 3 clusters Score -2.52733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 203926 members 
Entering Unmasked Estep 
Score: -25273282.000000 Penalty: 6072.416992
	Iteration 63Q: 3 clusters Score -2.527328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 203932 members 
Entering Unmasked Estep 
Score: -25273290.000000 Penalty: 6072.416992
	Iteration 64Q: 3 clusters Score -2.527329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 203932 members 
Entering Unmasked Estep 
Score: -25273270.000000 Penalty: 6072.416992
	Iteration 65Q: 3 clusters Score -2.527327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 203933 members 
Entering Unmasked Estep 
Score: -25273280.000000 Penalty: 6072.416992
	Iteration 66Q: 3 clusters Score -2.527328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 203935 members 
Entering Unmasked Estep 
Score: -25273288.000000 Penalty: 6072.416992
	Iteration 67Q: 3 clusters Score -2.527329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 203938 members 
Entering Unmasked Estep 
Score: -25273282.000000 Penalty: 6072.416992
	Iteration 68Q: 3 clusters Score -2.527328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 203938 members 
Entering Unmasked Estep 
Score: -25273282.000000 Penalty: 6072.416992
	Iteration 69F: 3 clusters Score -2.527328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -173687.109375 Penalty: 1816.963501
	Iteration 0F: 2 clusters Score -173687.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -171395.421875 Penalty: 3633.927002
	Iteration 0F: 3 clusters Score -171395.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -171795.671875 Penalty: 3633.927002
	Iteration 1F: 3 clusters Score -171795.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -171926.125000 Penalty: 3633.927002
	Iteration 2F: 3 clusters Score -171926.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -172015.750000 Penalty: 3633.927002
	Iteration 3Q: 3 clusters Score -172015.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -172086.984375 Penalty: 3633.927002
	Iteration 4Q: 3 clusters Score -172087 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -172152.609375 Penalty: 3633.927002
	Iteration 5Q: 3 clusters Score -172152.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -172193.359375 Penalty: 3633.927002
	Iteration 6Q: 3 clusters Score -172193.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -172239.796875 Penalty: 3633.927002
	Iteration 7Q: 3 clusters Score -172239.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -172268.515625 Penalty: 3633.927002
	Iteration 8Q: 3 clusters Score -172268.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -172294.203125 Penalty: 3633.927002
	Iteration 9Q: 3 clusters Score -172294.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -172324.875000 Penalty: 3633.927002
	Iteration 10Q: 3 clusters Score -172324.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -172358.296875 Penalty: 3633.927002
	Iteration 11Q: 3 clusters Score -172358.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -172380.406250 Penalty: 3633.927002
	Iteration 12Q: 3 clusters Score -172380.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -172388.203125 Penalty: 3633.927002
	Iteration 13Q: 3 clusters Score -172388.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -172392.703125 Penalty: 3633.927002
	Iteration 14Q: 3 clusters Score -172392.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -172396.546875 Penalty: 3633.927002
	Iteration 15Q: 3 clusters Score -172396.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -172398.968750 Penalty: 3633.927002
	Iteration 16Q: 3 clusters Score -172399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -172401.093750 Penalty: 3633.927002
	Iteration 17Q: 3 clusters Score -172401.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -172402.250000 Penalty: 3633.927002
	Iteration 18Q: 3 clusters Score -172402.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -172402.250000 Penalty: 3633.927002
	Iteration 19F: 3 clusters Score -172402.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (86648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86648 members 
Entering Unmasked Estep 
Score: -10613975.000000 Penalty: 2819.663086
	Iteration 0F: 2 clusters Score -1.061398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -10556215.000000 Penalty: 5639.326172
	Iteration 0F: 3 clusters Score -1.055622e+07 nChanged 40779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -10579911.000000 Penalty: 5639.326172
	Iteration 1F: 3 clusters Score -1.057991e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -10582007.000000 Penalty: 5639.326172
	Iteration 2Q: 3 clusters Score -1.058201e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -10585128.000000 Penalty: 5639.326172
	Iteration 3F: 3 clusters Score -1.058513e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -10589589.000000 Penalty: 5639.326172
	Iteration 4F: 3 clusters Score -1.058959e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -10595035.000000 Penalty: 5639.326172
	Iteration 5F: 3 clusters Score -1.059504e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -10600847.000000 Penalty: 5639.326172
	Iteration 6F: 3 clusters Score -1.060085e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -10605005.000000 Penalty: 5639.326172
	Iteration 7F: 3 clusters Score -1.0605e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -10606628.000000 Penalty: 5639.326172
	Iteration 8Q: 3 clusters Score -1.060663e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -10607448.000000 Penalty: 5639.326172
	Iteration 9Q: 3 clusters Score -1.060745e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67129 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -10607996.000000 Penalty: 5639.326172
	Iteration 10Q: 3 clusters Score -1.0608e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -10608318.000000 Penalty: 5639.326172
	Iteration 11Q: 3 clusters Score -1.060832e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -10608669.000000 Penalty: 5639.326172
	Iteration 12Q: 3 clusters Score -1.060867e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70439 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -10609011.000000 Penalty: 5639.326172
	Iteration 13Q: 3 clusters Score -1.060901e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71500 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -10609379.000000 Penalty: 5639.326172
	Iteration 14Q: 3 clusters Score -1.060938e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -10609756.000000 Penalty: 5639.326172
	Iteration 15Q: 3 clusters Score -1.060976e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73418 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -10610048.000000 Penalty: 5639.326172
	Iteration 16Q: 3 clusters Score -1.061005e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74284 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -10610304.000000 Penalty: 5639.326172
	Iteration 17Q: 3 clusters Score -1.06103e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75072 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -10610502.000000 Penalty: 5639.326172
	Iteration 18Q: 3 clusters Score -1.06105e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75774 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -10610710.000000 Penalty: 5639.326172
	Iteration 19Q: 3 clusters Score -1.061071e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -10610910.000000 Penalty: 5639.326172
	Iteration 20F: 3 clusters Score -1.061091e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -10611068.000000 Penalty: 5639.326172
	Iteration 21Q: 3 clusters Score -1.061107e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77618 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -10611203.000000 Penalty: 5639.326172
	Iteration 22Q: 3 clusters Score -1.06112e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78119 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -10611337.000000 Penalty: 5639.326172
	Iteration 23Q: 3 clusters Score -1.061134e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78573 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -10611445.000000 Penalty: 5639.326172
	Iteration 24Q: 3 clusters Score -1.061144e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79036 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -10611633.000000 Penalty: 5639.326172
	Iteration 25Q: 3 clusters Score -1.061163e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79463 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -10611736.000000 Penalty: 5639.326172
	Iteration 26Q: 3 clusters Score -1.061174e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79856 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -10611869.000000 Penalty: 5639.326172
	Iteration 27Q: 3 clusters Score -1.061187e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80183 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -10611918.000000 Penalty: 5639.326172
	Iteration 28Q: 3 clusters Score -1.061192e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80491 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -10611982.000000 Penalty: 5639.326172
	Iteration 29Q: 3 clusters Score -1.061198e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -10612039.000000 Penalty: 5639.326172
	Iteration 30Q: 3 clusters Score -1.061204e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80971 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -10612099.000000 Penalty: 5639.326172
	Iteration 31Q: 3 clusters Score -1.06121e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81183 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -10612123.000000 Penalty: 5639.326172
	Iteration 32Q: 3 clusters Score -1.061212e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -10612171.000000 Penalty: 5639.326172
	Iteration 33Q: 3 clusters Score -1.061217e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -10612183.000000 Penalty: 5639.326172
	Iteration 34Q: 3 clusters Score -1.061218e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81765 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -10612240.000000 Penalty: 5639.326172
	Iteration 35Q: 3 clusters Score -1.061224e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81943 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -10612257.000000 Penalty: 5639.326172
	Iteration 36Q: 3 clusters Score -1.061226e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82146 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -10612326.000000 Penalty: 5639.326172
	Iteration 37Q: 3 clusters Score -1.061233e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82329 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -10612367.000000 Penalty: 5639.326172
	Iteration 38Q: 3 clusters Score -1.061237e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82474 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -10612383.000000 Penalty: 5639.326172
	Iteration 39Q: 3 clusters Score -1.061238e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -10612425.000000 Penalty: 5639.326172
	Iteration 40F: 3 clusters Score -1.061242e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82711 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -10612443.000000 Penalty: 5639.326172
	Iteration 41Q: 3 clusters Score -1.061244e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82819 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -10612490.000000 Penalty: 5639.326172
	Iteration 42Q: 3 clusters Score -1.061249e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -10612516.000000 Penalty: 5639.326172
	Iteration 43Q: 3 clusters Score -1.061252e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82962 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -10612520.000000 Penalty: 5639.326172
	Iteration 44Q: 3 clusters Score -1.061252e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -10612545.000000 Penalty: 5639.326172
	Iteration 45Q: 3 clusters Score -1.061254e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -10612546.000000 Penalty: 5639.326172
	Iteration 46Q: 3 clusters Score -1.061255e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83084 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -10612547.000000 Penalty: 5639.326172
	Iteration 47Q: 3 clusters Score -1.061255e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83107 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -10612538.000000 Penalty: 5639.326172
	Iteration 48Q: 3 clusters Score -1.061254e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -10612539.000000 Penalty: 5639.326172
	Iteration 49Q: 3 clusters Score -1.061254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83148 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -10612533.000000 Penalty: 5639.326172
	Iteration 50Q: 3 clusters Score -1.061253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83172 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -10612543.000000 Penalty: 5639.326172
	Iteration 51Q: 3 clusters Score -1.061254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83194 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -10612546.000000 Penalty: 5639.326172
	Iteration 52Q: 3 clusters Score -1.061255e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83215 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -10612558.000000 Penalty: 5639.326172
	Iteration 53Q: 3 clusters Score -1.061256e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83234 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -10612575.000000 Penalty: 5639.326172
	Iteration 54Q: 3 clusters Score -1.061258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -10612571.000000 Penalty: 5639.326172
	Iteration 55Q: 3 clusters Score -1.061257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83257 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -10612564.000000 Penalty: 5639.326172
	Iteration 56Q: 3 clusters Score -1.061256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83267 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -10612563.000000 Penalty: 5639.326172
	Iteration 57Q: 3 clusters Score -1.061256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83270 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -10612575.000000 Penalty: 5639.326172
	Iteration 58Q: 3 clusters Score -1.061258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -10612575.000000 Penalty: 5639.326172
	Iteration 59Q: 3 clusters Score -1.061258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83287 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -10612583.000000 Penalty: 5639.326172
	Iteration 60F: 3 clusters Score -1.061258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83303 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -10612579.000000 Penalty: 5639.326172
	Iteration 61Q: 3 clusters Score -1.061258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83312 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -10612590.000000 Penalty: 5639.326172
	Iteration 62Q: 3 clusters Score -1.061259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83320 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -10612594.000000 Penalty: 5639.326172
	Iteration 63Q: 3 clusters Score -1.061259e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83333 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -10612605.000000 Penalty: 5639.326172
	Iteration 64Q: 3 clusters Score -1.06126e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83350 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -10612606.000000 Penalty: 5639.326172
	Iteration 65Q: 3 clusters Score -1.061261e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83367 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -10612627.000000 Penalty: 5639.326172
	Iteration 66Q: 3 clusters Score -1.061263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83380 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -10612636.000000 Penalty: 5639.326172
	Iteration 67Q: 3 clusters Score -1.061264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83391 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -10612621.000000 Penalty: 5639.326172
	Iteration 68Q: 3 clusters Score -1.061262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83402 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -10612610.000000 Penalty: 5639.326172
	Iteration 69Q: 3 clusters Score -1.061261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -10612627.000000 Penalty: 5639.326172
	Iteration 70Q: 3 clusters Score -1.061263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -10612624.000000 Penalty: 5639.326172
	Iteration 71Q: 3 clusters Score -1.061262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83426 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -10612606.000000 Penalty: 5639.326172
	Iteration 72Q: 3 clusters Score -1.061261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83436 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -10612602.000000 Penalty: 5639.326172
	Iteration 73Q: 3 clusters Score -1.06126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -10612602.000000 Penalty: 5639.326172
	Iteration 74Q: 3 clusters Score -1.06126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83455 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -10612603.000000 Penalty: 5639.326172
	Iteration 75Q: 3 clusters Score -1.06126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -10612600.000000 Penalty: 5639.326172
	Iteration 76Q: 3 clusters Score -1.06126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83474 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -10612602.000000 Penalty: 5639.326172
	Iteration 77Q: 3 clusters Score -1.06126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83484 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -10612607.000000 Penalty: 5639.326172
	Iteration 78Q: 3 clusters Score -1.061261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83491 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -10612613.000000 Penalty: 5639.326172
	Iteration 79Q: 3 clusters Score -1.061261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83493 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -10612615.000000 Penalty: 5639.326172
	Iteration 80F: 3 clusters Score -1.061262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83497 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -10612610.000000 Penalty: 5639.326172
	Iteration 81Q: 3 clusters Score -1.061261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83500 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -10612622.000000 Penalty: 5639.326172
	Iteration 82Q: 3 clusters Score -1.061262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83508 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -10612614.000000 Penalty: 5639.326172
	Iteration 83Q: 3 clusters Score -1.061261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83513 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -10612617.000000 Penalty: 5639.326172
	Iteration 84Q: 3 clusters Score -1.061262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83518 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -10612623.000000 Penalty: 5639.326172
	Iteration 85Q: 3 clusters Score -1.061262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83521 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -10612625.000000 Penalty: 5639.326172
	Iteration 86Q: 3 clusters Score -1.061262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -10612624.000000 Penalty: 5639.326172
	Iteration 87Q: 3 clusters Score -1.061262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -10612621.000000 Penalty: 5639.326172
	Iteration 88Q: 3 clusters Score -1.061262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -10612625.000000 Penalty: 5639.326172
	Iteration 89Q: 3 clusters Score -1.061262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83540 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -10612626.000000 Penalty: 5639.326172
	Iteration 90Q: 3 clusters Score -1.061263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83546 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -10612625.000000 Penalty: 5639.326172
	Iteration 91Q: 3 clusters Score -1.061262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83550 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -10612621.000000 Penalty: 5639.326172
	Iteration 92Q: 3 clusters Score -1.061262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -10612620.000000 Penalty: 5639.326172
	Iteration 93Q: 3 clusters Score -1.061262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83556 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -10612625.000000 Penalty: 5639.326172
	Iteration 94Q: 3 clusters Score -1.061262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83560 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -10612629.000000 Penalty: 5639.326172
	Iteration 95Q: 3 clusters Score -1.061263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83564 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -10612617.000000 Penalty: 5639.326172
	Iteration 96Q: 3 clusters Score -1.061262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83568 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -10612618.000000 Penalty: 5639.326172
	Iteration 97Q: 3 clusters Score -1.061262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83569 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -10612615.000000 Penalty: 5639.326172
	Iteration 98Q: 3 clusters Score -1.061262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83570 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -10612615.000000 Penalty: 5639.326172
	Iteration 99Q: 3 clusters Score -1.061262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83570 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -10612615.000000 Penalty: 5639.326172
	Iteration 100F: 3 clusters Score -1.061262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Entering Unmasked Estep 
Score: -2369903.750000 Penalty: 2452.832520
	Iteration 0F: 2 clusters Score -2369904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2356053.500000 Penalty: 4905.665039
	Iteration 0F: 3 clusters Score -2356054 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2360683.500000 Penalty: 4905.665039
	Iteration 1F: 3 clusters Score -2360684 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2361084.750000 Penalty: 4905.665039
	Iteration 2F: 3 clusters Score -2361085 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2361409.500000 Penalty: 4905.665039
	Iteration 3Q: 3 clusters Score -2361410 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2361681.500000 Penalty: 4905.665039
	Iteration 4Q: 3 clusters Score -2361682 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2361967.250000 Penalty: 4905.665039
	Iteration 5Q: 3 clusters Score -2361967 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2362261.000000 Penalty: 4905.665039
	Iteration 6Q: 3 clusters Score -2362261 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2362661.500000 Penalty: 4905.665039
	Iteration 7Q: 3 clusters Score -2362662 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2363180.250000 Penalty: 4905.665039
	Iteration 8Q: 3 clusters Score -2363180 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2363835.000000 Penalty: 4905.665039
	Iteration 9Q: 3 clusters Score -2363835 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2364649.000000 Penalty: 4905.665039
	Iteration 10F: 3 clusters Score -2364649 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2365452.250000 Penalty: 4905.665039
	Iteration 11F: 3 clusters Score -2365452 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2365995.750000 Penalty: 4905.665039
	Iteration 12Q: 3 clusters Score -2365996 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2366259.750000 Penalty: 4905.665039
	Iteration 13Q: 3 clusters Score -2366260 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2366460.250000 Penalty: 4905.665039
	Iteration 14Q: 3 clusters Score -2366460 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2366611.750000 Penalty: 4905.665039
	Iteration 15Q: 3 clusters Score -2366612 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2366761.750000 Penalty: 4905.665039
	Iteration 16Q: 3 clusters Score -2366762 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2366895.500000 Penalty: 4905.665039
	Iteration 17Q: 3 clusters Score -2366896 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2367023.500000 Penalty: 4905.665039
	Iteration 18Q: 3 clusters Score -2367024 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2367131.250000 Penalty: 4905.665039
	Iteration 19Q: 3 clusters Score -2367131 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2367227.500000 Penalty: 4905.665039
	Iteration 20F: 3 clusters Score -2367228 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2367289.750000 Penalty: 4905.665039
	Iteration 21Q: 3 clusters Score -2367290 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2367371.750000 Penalty: 4905.665039
	Iteration 22Q: 3 clusters Score -2367372 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2367435.250000 Penalty: 4905.665039
	Iteration 23Q: 3 clusters Score -2367435 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2367479.750000 Penalty: 4905.665039
	Iteration 24Q: 3 clusters Score -2367480 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2367521.500000 Penalty: 4905.665039
	Iteration 25Q: 3 clusters Score -2367522 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2367562.250000 Penalty: 4905.665039
	Iteration 26Q: 3 clusters Score -2367562 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2367599.750000 Penalty: 4905.665039
	Iteration 27Q: 3 clusters Score -2367600 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2367631.750000 Penalty: 4905.665039
	Iteration 28Q: 3 clusters Score -2367632 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2367671.000000 Penalty: 4905.665039
	Iteration 29Q: 3 clusters Score -2367671 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2367683.500000 Penalty: 4905.665039
	Iteration 30Q: 3 clusters Score -2367684 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2367704.250000 Penalty: 4905.665039
	Iteration 31Q: 3 clusters Score -2367704 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2367717.250000 Penalty: 4905.665039
	Iteration 32Q: 3 clusters Score -2367717 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2367726.500000 Penalty: 4905.665039
	Iteration 33Q: 3 clusters Score -2367726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2367739.250000 Penalty: 4905.665039
	Iteration 34Q: 3 clusters Score -2367739 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2367744.750000 Penalty: 4905.665039
	Iteration 35Q: 3 clusters Score -2367745 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2367752.500000 Penalty: 4905.665039
	Iteration 36Q: 3 clusters Score -2367752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2367761.250000 Penalty: 4905.665039
	Iteration 37Q: 3 clusters Score -2367761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2367772.000000 Penalty: 4905.665039
	Iteration 38Q: 3 clusters Score -2367772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2367784.000000 Penalty: 4905.665039
	Iteration 39Q: 3 clusters Score -2367784 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2367795.500000 Penalty: 4905.665039
	Iteration 40F: 3 clusters Score -2367796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2367799.000000 Penalty: 4905.665039
	Iteration 41Q: 3 clusters Score -2367799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2367806.250000 Penalty: 4905.665039
	Iteration 42Q: 3 clusters Score -2367806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2367818.250000 Penalty: 4905.665039
	Iteration 43Q: 3 clusters Score -2367818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2367827.500000 Penalty: 4905.665039
	Iteration 44Q: 3 clusters Score -2367828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2367831.750000 Penalty: 4905.665039
	Iteration 45Q: 3 clusters Score -2367832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2367835.750000 Penalty: 4905.665039
	Iteration 46Q: 3 clusters Score -2367836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2367843.750000 Penalty: 4905.665039
	Iteration 47Q: 3 clusters Score -2367844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2367848.750000 Penalty: 4905.665039
	Iteration 48Q: 3 clusters Score -2367849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2367854.250000 Penalty: 4905.665039
	Iteration 49Q: 3 clusters Score -2367854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2367861.750000 Penalty: 4905.665039
	Iteration 50Q: 3 clusters Score -2367862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2367862.750000 Penalty: 4905.665039
	Iteration 51Q: 3 clusters Score -2367863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2367859.750000 Penalty: 4905.665039
	Iteration 52Q: 3 clusters Score -2367860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2367859.250000 Penalty: 4905.665039
	Iteration 53Q: 3 clusters Score -2367859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2367859.000000 Penalty: 4905.665039
	Iteration 54Q: 3 clusters Score -2367859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2367859.000000 Penalty: 4905.665039
	Iteration 55F: 3 clusters Score -2367859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Entering Unmasked Estep 
Score: -1297121.250000 Penalty: 2311.182617
	Iteration 0F: 2 clusters Score -1297121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1288565.125000 Penalty: 4622.365234
	Iteration 0F: 3 clusters Score -1288565 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1291107.375000 Penalty: 4622.365234
	Iteration 1F: 3 clusters Score -1291107 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1291386.875000 Penalty: 4622.365234
	Iteration 2F: 3 clusters Score -1291387 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1291608.000000 Penalty: 4622.365234
	Iteration 3Q: 3 clusters Score -1291608 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1291824.375000 Penalty: 4622.365234
	Iteration 4Q: 3 clusters Score -1291824 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1292080.750000 Penalty: 4622.365234
	Iteration 5Q: 3 clusters Score -1292081 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1292428.500000 Penalty: 4622.365234
	Iteration 6Q: 3 clusters Score -1292428 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1292873.875000 Penalty: 4622.365234
	Iteration 7F: 3 clusters Score -1292874 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1293399.000000 Penalty: 4622.365234
	Iteration 8F: 3 clusters Score -1293399 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1293917.500000 Penalty: 4622.365234
	Iteration 9F: 3 clusters Score -1293918 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1294400.125000 Penalty: 4622.365234
	Iteration 10F: 3 clusters Score -1294400 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1294781.125000 Penalty: 4622.365234
	Iteration 11Q: 3 clusters Score -1294781 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1295019.625000 Penalty: 4622.365234
	Iteration 12Q: 3 clusters Score -1295020 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1295161.750000 Penalty: 4622.365234
	Iteration 13Q: 3 clusters Score -1295162 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1295261.250000 Penalty: 4622.365234
	Iteration 14Q: 3 clusters Score -1295261 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1295335.000000 Penalty: 4622.365234
	Iteration 15Q: 3 clusters Score -1295335 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1295383.125000 Penalty: 4622.365234
	Iteration 16Q: 3 clusters Score -1295383 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1295419.125000 Penalty: 4622.365234
	Iteration 17Q: 3 clusters Score -1295419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1295438.500000 Penalty: 4622.365234
	Iteration 18Q: 3 clusters Score -1295438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1295447.125000 Penalty: 4622.365234
	Iteration 19Q: 3 clusters Score -1295447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1295462.250000 Penalty: 4622.365234
	Iteration 20F: 3 clusters Score -1295462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1295486.000000 Penalty: 4622.365234
	Iteration 21Q: 3 clusters Score -1295486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1295499.875000 Penalty: 4622.365234
	Iteration 22Q: 3 clusters Score -1295500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1295512.875000 Penalty: 4622.365234
	Iteration 23Q: 3 clusters Score -1295513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1295529.625000 Penalty: 4622.365234
	Iteration 24Q: 3 clusters Score -1295530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1295543.250000 Penalty: 4622.365234
	Iteration 25Q: 3 clusters Score -1295543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1295552.750000 Penalty: 4622.365234
	Iteration 26Q: 3 clusters Score -1295553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1295560.125000 Penalty: 4622.365234
	Iteration 27Q: 3 clusters Score -1295560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1295569.375000 Penalty: 4622.365234
	Iteration 28Q: 3 clusters Score -1295569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1295570.250000 Penalty: 4622.365234
	Iteration 29Q: 3 clusters Score -1295570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1295574.000000 Penalty: 4622.365234
	Iteration 30Q: 3 clusters Score -1295574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1295575.625000 Penalty: 4622.365234
	Iteration 31Q: 3 clusters Score -1295576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1295576.625000 Penalty: 4622.365234
	Iteration 32Q: 3 clusters Score -1295577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1295577.125000 Penalty: 4622.365234
	Iteration 33Q: 3 clusters Score -1295577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1295577.125000 Penalty: 4622.365234
	Iteration 34F: 3 clusters Score -1295577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -63321.246094 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -63321.25 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 351 members 
Entering Unmasked Estep 
Score: -61779.398438 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -61779.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -62032.109375 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -62032.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -62103.769531 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -62103.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -62155.035156 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -62155.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -62192.542969 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -62192.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -62211.832031 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -62211.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62226.976562 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -62226.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -62270.542969 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -62270.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -62289.539062 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -62289.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62301.921875 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -62301.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -62314.304688 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -62314.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -62326.742188 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -62326.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62347.562500 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -62347.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -62373.683594 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -62373.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62407.890625 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -62407.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62429.476562 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -62429.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62436.582031 Penalty: 3199.433350
	Iteration 16Q: 3 clusters Score -62436.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62438.996094 Penalty: 3199.433350
	Iteration 17Q: 3 clusters Score -62439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62441.750000 Penalty: 3199.433350
	Iteration 18F: 3 clusters Score -62441.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62493.789062 Penalty: 3199.433350
	Iteration 19Q: 3 clusters Score -62493.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -62511.351562 Penalty: 3199.433350
	Iteration 20F: 3 clusters Score -62511.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -62532.820312 Penalty: 3199.433350
	Iteration 21Q: 3 clusters Score -62532.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -62538.890625 Penalty: 3199.433350
	Iteration 22Q: 3 clusters Score -62538.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62542.968750 Penalty: 3199.433350
	Iteration 23Q: 3 clusters Score -62542.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -62550.718750 Penalty: 3199.433350
	Iteration 24Q: 3 clusters Score -62550.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -62553.988281 Penalty: 3199.433350
	Iteration 25Q: 3 clusters Score -62553.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -62553.988281 Penalty: 3199.433350
	Iteration 26F: 3 clusters Score -62553.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (223755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223755 members 
Entering Unmasked Estep 
Score: -27121878.000000 Penalty: 3054.940186
	Iteration 0F: 2 clusters Score -2.712188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111928 members 
Mstep: Class 2 contains 111827 members 
Entering Unmasked Estep 
Score: -26977530.000000 Penalty: 6109.880371
	Iteration 0F: 3 clusters Score -2.697753e+07 nChanged 107804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112476 members 
Mstep: Class 2 contains 111279 members 
Entering Unmasked Estep 
Score: -27041152.000000 Penalty: 6109.880371
	Iteration 1F: 3 clusters Score -2.704115e+07 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113230 members 
Mstep: Class 2 contains 110525 members 
Entering Unmasked Estep 
Score: -27043292.000000 Penalty: 6109.880371
	Iteration 2Q: 3 clusters Score -2.704329e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114342 members 
Mstep: Class 2 contains 109413 members 
Entering Unmasked Estep 
Score: -27046280.000000 Penalty: 6109.880371
	Iteration 3Q: 3 clusters Score -2.704628e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115678 members 
Mstep: Class 2 contains 108077 members 
Entering Unmasked Estep 
Score: -27050060.000000 Penalty: 6109.880371
	Iteration 4Q: 3 clusters Score -2.705006e+07 nChanged 11182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117544 members 
Mstep: Class 2 contains 106211 members 
Entering Unmasked Estep 
Score: -27055966.000000 Penalty: 6109.880371
	Iteration 5Q: 3 clusters Score -2.705597e+07 nChanged 13326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120094 members 
Mstep: Class 2 contains 103661 members 
Entering Unmasked Estep 
Score: -27064702.000000 Penalty: 6109.880371
	Iteration 6F: 3 clusters Score -2.70647e+07 nChanged 15048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123300 members 
Mstep: Class 2 contains 100455 members 
Entering Unmasked Estep 
Score: -27075932.000000 Penalty: 6109.880371
	Iteration 7F: 3 clusters Score -2.707593e+07 nChanged 15196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126312 members 
Mstep: Class 2 contains 97443 members 
Entering Unmasked Estep 
Score: -27086660.000000 Penalty: 6109.880371
	Iteration 8F: 3 clusters Score -2.708666e+07 nChanged 12456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128494 members 
Mstep: Class 2 contains 95261 members 
Entering Unmasked Estep 
Score: -27093030.000000 Penalty: 6109.880371
	Iteration 9F: 3 clusters Score -2.709303e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130375 members 
Mstep: Class 2 contains 93380 members 
Entering Unmasked Estep 
Score: -27095362.000000 Penalty: 6109.880371
	Iteration 10Q: 3 clusters Score -2.709536e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132197 members 
Mstep: Class 2 contains 91558 members 
Entering Unmasked Estep 
Score: -27096322.000000 Penalty: 6109.880371
	Iteration 11Q: 3 clusters Score -2.709632e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134202 members 
Mstep: Class 2 contains 89553 members 
Entering Unmasked Estep 
Score: -27096964.000000 Penalty: 6109.880371
	Iteration 12Q: 3 clusters Score -2.709696e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136293 members 
Mstep: Class 2 contains 87462 members 
Entering Unmasked Estep 
Score: -27097740.000000 Penalty: 6109.880371
	Iteration 13Q: 3 clusters Score -2.709774e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138576 members 
Mstep: Class 2 contains 85179 members 
Entering Unmasked Estep 
Score: -27098470.000000 Penalty: 6109.880371
	Iteration 14Q: 3 clusters Score -2.709847e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141013 members 
Mstep: Class 2 contains 82742 members 
Entering Unmasked Estep 
Score: -27099228.000000 Penalty: 6109.880371
	Iteration 15Q: 3 clusters Score -2.709923e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143500 members 
Mstep: Class 2 contains 80255 members 
Entering Unmasked Estep 
Score: -27099796.000000 Penalty: 6109.880371
	Iteration 16Q: 3 clusters Score -2.70998e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146137 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -27100490.000000 Penalty: 6109.880371
	Iteration 17Q: 3 clusters Score -2.710049e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148971 members 
Mstep: Class 2 contains 74784 members 
Entering Unmasked Estep 
Score: -27101410.000000 Penalty: 6109.880371
	Iteration 18Q: 3 clusters Score -2.710141e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151881 members 
Mstep: Class 2 contains 71874 members 
Entering Unmasked Estep 
Score: -27102206.000000 Penalty: 6109.880371
	Iteration 19Q: 3 clusters Score -2.710221e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154913 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -27103060.000000 Penalty: 6109.880371
	Iteration 20F: 3 clusters Score -2.710306e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158050 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
Score: -27103908.000000 Penalty: 6109.880371
	Iteration 21Q: 3 clusters Score -2.710391e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161157 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -27104600.000000 Penalty: 6109.880371
	Iteration 22Q: 3 clusters Score -2.71046e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164276 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -27105390.000000 Penalty: 6109.880371
	Iteration 23Q: 3 clusters Score -2.710539e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167606 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -27106486.000000 Penalty: 6109.880371
	Iteration 24Q: 3 clusters Score -2.710649e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -27107376.000000 Penalty: 6109.880371
	Iteration 25Q: 3 clusters Score -2.710738e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173846 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -27108198.000000 Penalty: 6109.880371
	Iteration 26Q: 3 clusters Score -2.71082e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176965 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -27109060.000000 Penalty: 6109.880371
	Iteration 27Q: 3 clusters Score -2.710906e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180085 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -27109972.000000 Penalty: 6109.880371
	Iteration 28Q: 3 clusters Score -2.710997e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183174 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -27110954.000000 Penalty: 6109.880371
	Iteration 29Q: 3 clusters Score -2.711095e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186152 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -27111892.000000 Penalty: 6109.880371
	Iteration 30Q: 3 clusters Score -2.711189e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189039 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -27112978.000000 Penalty: 6109.880371
	Iteration 31Q: 3 clusters Score -2.711298e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191818 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -27113692.000000 Penalty: 6109.880371
	Iteration 32Q: 3 clusters Score -2.711369e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194538 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -27114634.000000 Penalty: 6109.880371
	Iteration 33Q: 3 clusters Score -2.711463e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197091 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -27115190.000000 Penalty: 6109.880371
	Iteration 34Q: 3 clusters Score -2.711519e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199396 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -27115770.000000 Penalty: 6109.880371
	Iteration 35Q: 3 clusters Score -2.711577e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201608 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -27116270.000000 Penalty: 6109.880371
	Iteration 36Q: 3 clusters Score -2.711627e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203674 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -27116808.000000 Penalty: 6109.880371
	Iteration 37Q: 3 clusters Score -2.711681e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205577 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -27117358.000000 Penalty: 6109.880371
	Iteration 38Q: 3 clusters Score -2.711736e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207347 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -27117864.000000 Penalty: 6109.880371
	Iteration 39Q: 3 clusters Score -2.711786e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208927 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -27118260.000000 Penalty: 6109.880371
	Iteration 40F: 3 clusters Score -2.711826e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210333 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -27118622.000000 Penalty: 6109.880371
	Iteration 41Q: 3 clusters Score -2.711862e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211592 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -27118982.000000 Penalty: 6109.880371
	Iteration 42Q: 3 clusters Score -2.711898e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212699 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -27119166.000000 Penalty: 6109.880371
	Iteration 43Q: 3 clusters Score -2.711917e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213638 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -27119424.000000 Penalty: 6109.880371
	Iteration 44Q: 3 clusters Score -2.711942e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214447 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -27119514.000000 Penalty: 6109.880371
	Iteration 45Q: 3 clusters Score -2.711951e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215192 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -27119610.000000 Penalty: 6109.880371
	Iteration 46Q: 3 clusters Score -2.711961e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215837 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -27119768.000000 Penalty: 6109.880371
	Iteration 47Q: 3 clusters Score -2.711977e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216382 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -27119832.000000 Penalty: 6109.880371
	Iteration 48Q: 3 clusters Score -2.711983e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216897 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -27119964.000000 Penalty: 6109.880371
	Iteration 49Q: 3 clusters Score -2.711996e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217373 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -27120138.000000 Penalty: 6109.880371
	Iteration 50Q: 3 clusters Score -2.712014e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217786 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -27120140.000000 Penalty: 6109.880371
	Iteration 51Q: 3 clusters Score -2.712014e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218149 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -27120134.000000 Penalty: 6109.880371
	Iteration 52Q: 3 clusters Score -2.712013e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218456 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -27120230.000000 Penalty: 6109.880371
	Iteration 53Q: 3 clusters Score -2.712023e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218729 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -27120224.000000 Penalty: 6109.880371
	Iteration 54Q: 3 clusters Score -2.712022e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218970 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -27120258.000000 Penalty: 6109.880371
	Iteration 55Q: 3 clusters Score -2.712026e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219216 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -27120252.000000 Penalty: 6109.880371
	Iteration 56Q: 3 clusters Score -2.712025e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219437 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -27120258.000000 Penalty: 6109.880371
	Iteration 57Q: 3 clusters Score -2.712026e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219621 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -27120228.000000 Penalty: 6109.880371
	Iteration 58Q: 3 clusters Score -2.712023e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219771 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -27120234.000000 Penalty: 6109.880371
	Iteration 59Q: 3 clusters Score -2.712023e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219921 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -27120276.000000 Penalty: 6109.880371
	Iteration 60F: 3 clusters Score -2.712028e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220050 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -27120286.000000 Penalty: 6109.880371
	Iteration 61Q: 3 clusters Score -2.712029e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220165 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -27120320.000000 Penalty: 6109.880371
	Iteration 62Q: 3 clusters Score -2.712032e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220263 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -27120312.000000 Penalty: 6109.880371
	Iteration 63Q: 3 clusters Score -2.712031e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220351 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -27120350.000000 Penalty: 6109.880371
	Iteration 64Q: 3 clusters Score -2.712035e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220427 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -27120330.000000 Penalty: 6109.880371
	Iteration 65Q: 3 clusters Score -2.712033e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220491 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -27120316.000000 Penalty: 6109.880371
	Iteration 66Q: 3 clusters Score -2.712032e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220538 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -27120322.000000 Penalty: 6109.880371
	Iteration 67Q: 3 clusters Score -2.712032e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220584 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -27120316.000000 Penalty: 6109.880371
	Iteration 68Q: 3 clusters Score -2.712032e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220629 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -27120296.000000 Penalty: 6109.880371
	Iteration 69Q: 3 clusters Score -2.71203e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220664 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -27120290.000000 Penalty: 6109.880371
	Iteration 70Q: 3 clusters Score -2.712029e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220693 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -27120316.000000 Penalty: 6109.880371
	Iteration 71Q: 3 clusters Score -2.712032e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220713 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -27120304.000000 Penalty: 6109.880371
	Iteration 72Q: 3 clusters Score -2.71203e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220742 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -27120278.000000 Penalty: 6109.880371
	Iteration 73Q: 3 clusters Score -2.712028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220760 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -27120294.000000 Penalty: 6109.880371
	Iteration 74Q: 3 clusters Score -2.712029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220780 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -27120318.000000 Penalty: 6109.880371
	Iteration 75Q: 3 clusters Score -2.712032e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220802 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -27120314.000000 Penalty: 6109.880371
	Iteration 76Q: 3 clusters Score -2.712031e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220823 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -27120298.000000 Penalty: 6109.880371
	Iteration 77Q: 3 clusters Score -2.71203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220845 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -27120294.000000 Penalty: 6109.880371
	Iteration 78Q: 3 clusters Score -2.712029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220860 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -27120302.000000 Penalty: 6109.880371
	Iteration 79Q: 3 clusters Score -2.71203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220876 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -27120306.000000 Penalty: 6109.880371
	Iteration 80F: 3 clusters Score -2.712031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220887 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -27120302.000000 Penalty: 6109.880371
	Iteration 81Q: 3 clusters Score -2.71203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220898 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -27120304.000000 Penalty: 6109.880371
	Iteration 82Q: 3 clusters Score -2.71203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220906 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -27120298.000000 Penalty: 6109.880371
	Iteration 83Q: 3 clusters Score -2.71203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220910 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -27120296.000000 Penalty: 6109.880371
	Iteration 84Q: 3 clusters Score -2.71203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220913 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -27120298.000000 Penalty: 6109.880371
	Iteration 85Q: 3 clusters Score -2.71203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220919 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -27120286.000000 Penalty: 6109.880371
	Iteration 86Q: 3 clusters Score -2.712029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220924 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -27120280.000000 Penalty: 6109.880371
	Iteration 87Q: 3 clusters Score -2.712028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220932 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -27120284.000000 Penalty: 6109.880371
	Iteration 88Q: 3 clusters Score -2.712028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220940 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -27120276.000000 Penalty: 6109.880371
	Iteration 89Q: 3 clusters Score -2.712028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220949 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -27120302.000000 Penalty: 6109.880371
	Iteration 90Q: 3 clusters Score -2.71203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220957 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -27120286.000000 Penalty: 6109.880371
	Iteration 91Q: 3 clusters Score -2.712029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220963 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -27120290.000000 Penalty: 6109.880371
	Iteration 92Q: 3 clusters Score -2.712029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220969 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -27120270.000000 Penalty: 6109.880371
	Iteration 93Q: 3 clusters Score -2.712027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220971 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -27120264.000000 Penalty: 6109.880371
	Iteration 94Q: 3 clusters Score -2.712026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220973 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -27120280.000000 Penalty: 6109.880371
	Iteration 95Q: 3 clusters Score -2.712028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220976 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -27120254.000000 Penalty: 6109.880371
	Iteration 96Q: 3 clusters Score -2.712025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220979 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -27120256.000000 Penalty: 6109.880371
	Iteration 97Q: 3 clusters Score -2.712026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220985 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -27120260.000000 Penalty: 6109.880371
	Iteration 98Q: 3 clusters Score -2.712026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220991 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -27120290.000000 Penalty: 6109.880371
	Iteration 99Q: 3 clusters Score -2.712029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221000 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -27120278.000000 Penalty: 6109.880371
	Iteration 100F: 3 clusters Score -2.712028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221008 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -27120276.000000 Penalty: 6109.880371
	Iteration 101Q: 3 clusters Score -2.712028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221017 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -27120270.000000 Penalty: 6109.880371
	Iteration 102Q: 3 clusters Score -2.712027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221026 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -27120278.000000 Penalty: 6109.880371
	Iteration 103Q: 3 clusters Score -2.712028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221034 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -27120282.000000 Penalty: 6109.880371
	Iteration 104Q: 3 clusters Score -2.712028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221044 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -27120306.000000 Penalty: 6109.880371
	Iteration 105Q: 3 clusters Score -2.712031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221056 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -27120282.000000 Penalty: 6109.880371
	Iteration 106Q: 3 clusters Score -2.712028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221068 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -27120296.000000 Penalty: 6109.880371
	Iteration 107Q: 3 clusters Score -2.71203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221082 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -27120288.000000 Penalty: 6109.880371
	Iteration 108Q: 3 clusters Score -2.712029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221091 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -27120262.000000 Penalty: 6109.880371
	Iteration 109Q: 3 clusters Score -2.712026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221100 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -27120276.000000 Penalty: 6109.880371
	Iteration 110Q: 3 clusters Score -2.712028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221110 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -27120276.000000 Penalty: 6109.880371
	Iteration 111Q: 3 clusters Score -2.712028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221118 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -27120288.000000 Penalty: 6109.880371
	Iteration 112Q: 3 clusters Score -2.712029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221129 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -27120282.000000 Penalty: 6109.880371
	Iteration 113Q: 3 clusters Score -2.712028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221141 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -27120304.000000 Penalty: 6109.880371
	Iteration 114Q: 3 clusters Score -2.71203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221153 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -27120286.000000 Penalty: 6109.880371
	Iteration 115Q: 3 clusters Score -2.712029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221162 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -27120328.000000 Penalty: 6109.880371
	Iteration 116Q: 3 clusters Score -2.712033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221171 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -27120306.000000 Penalty: 6109.880371
	Iteration 117Q: 3 clusters Score -2.712031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221173 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -27120312.000000 Penalty: 6109.880371
	Iteration 118Q: 3 clusters Score -2.712031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221176 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -27120326.000000 Penalty: 6109.880371
	Iteration 119Q: 3 clusters Score -2.712033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221178 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -27120316.000000 Penalty: 6109.880371
	Iteration 120F: 3 clusters Score -2.712032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221183 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -27120314.000000 Penalty: 6109.880371
	Iteration 121Q: 3 clusters Score -2.712031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221187 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -27120314.000000 Penalty: 6109.880371
	Iteration 122Q: 3 clusters Score -2.712031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221191 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -27120328.000000 Penalty: 6109.880371
	Iteration 123Q: 3 clusters Score -2.712033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221195 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -27120336.000000 Penalty: 6109.880371
	Iteration 124Q: 3 clusters Score -2.712034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221197 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -27120334.000000 Penalty: 6109.880371
	Iteration 125Q: 3 clusters Score -2.712033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221202 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -27120332.000000 Penalty: 6109.880371
	Iteration 126Q: 3 clusters Score -2.712033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221205 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -27120340.000000 Penalty: 6109.880371
	Iteration 127Q: 3 clusters Score -2.712034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221208 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -27120356.000000 Penalty: 6109.880371
	Iteration 128Q: 3 clusters Score -2.712036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221210 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -27120348.000000 Penalty: 6109.880371
	Iteration 129Q: 3 clusters Score -2.712035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221215 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -27120344.000000 Penalty: 6109.880371
	Iteration 130Q: 3 clusters Score -2.712034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221219 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -27120344.000000 Penalty: 6109.880371
	Iteration 131Q: 3 clusters Score -2.712034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221219 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -27120344.000000 Penalty: 6109.880371
	Iteration 132F: 3 clusters Score -2.712034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -51955.261719 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -51955.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -50408.605469 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -50408.61 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50736.863281 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -50736.86 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51106.867188 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -51106.87 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51408.929688 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -51408.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51574.851562 Penalty: 3184.317383
	Iteration 4F: 3 clusters Score -51574.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51639.761719 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -51639.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51665.730469 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -51665.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51681.199219 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -51681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51688.761719 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -51688.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51688.761719 Penalty: 3184.317383
	Iteration 9F: 3 clusters Score -51688.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Entering Unmasked Estep 
Score: -437665.343750 Penalty: 2049.306396
	Iteration 0F: 2 clusters Score -437665.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -433834.781250 Penalty: 4098.612793
	Iteration 0F: 3 clusters Score -433834.8 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -434717.468750 Penalty: 4098.612793
	Iteration 1F: 3 clusters Score -434717.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -434974.406250 Penalty: 4098.612793
	Iteration 2F: 3 clusters Score -434974.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -435223.781250 Penalty: 4098.612793
	Iteration 3F: 3 clusters Score -435223.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -435546.187500 Penalty: 4098.612793
	Iteration 4F: 3 clusters Score -435546.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -435891.656250 Penalty: 4098.612793
	Iteration 5F: 3 clusters Score -435891.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -436220.343750 Penalty: 4098.612793
	Iteration 6F: 3 clusters Score -436220.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -436410.031250 Penalty: 4098.612793
	Iteration 7F: 3 clusters Score -436410 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -436514.562500 Penalty: 4098.612793
	Iteration 8Q: 3 clusters Score -436514.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -436556.656250 Penalty: 4098.612793
	Iteration 9Q: 3 clusters Score -436556.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -436578.031250 Penalty: 4098.612793
	Iteration 10Q: 3 clusters Score -436578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -436595.875000 Penalty: 4098.612793
	Iteration 11Q: 3 clusters Score -436595.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -436602.093750 Penalty: 4098.612793
	Iteration 12Q: 3 clusters Score -436602.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -436605.468750 Penalty: 4098.612793
	Iteration 13Q: 3 clusters Score -436605.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -436609.218750 Penalty: 4098.612793
	Iteration 14Q: 3 clusters Score -436609.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -436611.281250 Penalty: 4098.612793
	Iteration 15Q: 3 clusters Score -436611.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -436611.000000 Penalty: 4098.612793
	Iteration 16Q: 3 clusters Score -436611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -436611.000000 Penalty: 4098.612793
	Iteration 17F: 3 clusters Score -436611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Entering Unmasked Estep 
Score: -4231683.000000 Penalty: 2589.889893
	Iteration 0F: 2 clusters Score -4231683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -4208238.000000 Penalty: 5179.779785
	Iteration 0F: 3 clusters Score -4208238 nChanged 15443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -4216592.500000 Penalty: 5179.779785
	Iteration 1F: 3 clusters Score -4216592 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -4217013.500000 Penalty: 5179.779785
	Iteration 2Q: 3 clusters Score -4217014 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -4217366.500000 Penalty: 5179.779785
	Iteration 3Q: 3 clusters Score -4217366 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -4217690.500000 Penalty: 5179.779785
	Iteration 4Q: 3 clusters Score -4217690 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -4217948.000000 Penalty: 5179.779785
	Iteration 5Q: 3 clusters Score -4217948 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -4218258.500000 Penalty: 5179.779785
	Iteration 6Q: 3 clusters Score -4218258 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -4218745.500000 Penalty: 5179.779785
	Iteration 7Q: 3 clusters Score -4218746 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -4219444.000000 Penalty: 5179.779785
	Iteration 8Q: 3 clusters Score -4219444 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -4220533.500000 Penalty: 5179.779785
	Iteration 9F: 3 clusters Score -4220534 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -4222184.500000 Penalty: 5179.779785
	Iteration 10F: 3 clusters Score -4222184 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -4224340.000000 Penalty: 5179.779785
	Iteration 11F: 3 clusters Score -4224340 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -4226391.000000 Penalty: 5179.779785
	Iteration 12F: 3 clusters Score -4226391 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -4227739.500000 Penalty: 5179.779785
	Iteration 13Q: 3 clusters Score -4227740 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -4228522.500000 Penalty: 5179.779785
	Iteration 14Q: 3 clusters Score -4228522 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -4228850.500000 Penalty: 5179.779785
	Iteration 15Q: 3 clusters Score -4228850 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -4228983.500000 Penalty: 5179.779785
	Iteration 16Q: 3 clusters Score -4228984 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -4229067.500000 Penalty: 5179.779785
	Iteration 17Q: 3 clusters Score -4229068 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -4229139.500000 Penalty: 5179.779785
	Iteration 18Q: 3 clusters Score -4229140 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -4229205.500000 Penalty: 5179.779785
	Iteration 19Q: 3 clusters Score -4229206 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -4229249.500000 Penalty: 5179.779785
	Iteration 20F: 3 clusters Score -4229250 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4229290.000000 Penalty: 5179.779785
	Iteration 21Q: 3 clusters Score -4229290 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -4229318.000000 Penalty: 5179.779785
	Iteration 22Q: 3 clusters Score -4229318 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -4229351.000000 Penalty: 5179.779785
	Iteration 23Q: 3 clusters Score -4229351 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -4229386.000000 Penalty: 5179.779785
	Iteration 24Q: 3 clusters Score -4229386 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -4229398.500000 Penalty: 5179.779785
	Iteration 25Q: 3 clusters Score -4229398 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -4229437.500000 Penalty: 5179.779785
	Iteration 26Q: 3 clusters Score -4229438 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -4229467.500000 Penalty: 5179.779785
	Iteration 27Q: 3 clusters Score -4229468 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -4229476.000000 Penalty: 5179.779785
	Iteration 28Q: 3 clusters Score -4229476 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -4229497.500000 Penalty: 5179.779785
	Iteration 29Q: 3 clusters Score -4229498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -4229509.500000 Penalty: 5179.779785
	Iteration 30Q: 3 clusters Score -4229510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -4229508.500000 Penalty: 5179.779785
	Iteration 31Q: 3 clusters Score -4229508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -4229520.000000 Penalty: 5179.779785
	Iteration 32Q: 3 clusters Score -4229520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -4229531.500000 Penalty: 5179.779785
	Iteration 33Q: 3 clusters Score -4229532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -4229535.500000 Penalty: 5179.779785
	Iteration 34Q: 3 clusters Score -4229536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -4229553.000000 Penalty: 5179.779785
	Iteration 35Q: 3 clusters Score -4229553 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -4229554.500000 Penalty: 5179.779785
	Iteration 36Q: 3 clusters Score -4229554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -4229568.500000 Penalty: 5179.779785
	Iteration 37Q: 3 clusters Score -4229568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -4229582.500000 Penalty: 5179.779785
	Iteration 38Q: 3 clusters Score -4229582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -4229591.000000 Penalty: 5179.779785
	Iteration 39Q: 3 clusters Score -4229591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -4229588.500000 Penalty: 5179.779785
	Iteration 40F: 3 clusters Score -4229588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -4229599.500000 Penalty: 5179.779785
	Iteration 41Q: 3 clusters Score -4229600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -4229611.000000 Penalty: 5179.779785
	Iteration 42Q: 3 clusters Score -4229611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -4229615.500000 Penalty: 5179.779785
	Iteration 43Q: 3 clusters Score -4229616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -4229621.500000 Penalty: 5179.779785
	Iteration 44Q: 3 clusters Score -4229622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -4229629.500000 Penalty: 5179.779785
	Iteration 45Q: 3 clusters Score -4229630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -4229631.000000 Penalty: 5179.779785
	Iteration 46Q: 3 clusters Score -4229631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -4229637.000000 Penalty: 5179.779785
	Iteration 47Q: 3 clusters Score -4229637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -4229641.000000 Penalty: 5179.779785
	Iteration 48Q: 3 clusters Score -4229641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -4229639.500000 Penalty: 5179.779785
	Iteration 49Q: 3 clusters Score -4229640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4229638.500000 Penalty: 5179.779785
	Iteration 50Q: 3 clusters Score -4229638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -4229643.000000 Penalty: 5179.779785
	Iteration 51Q: 3 clusters Score -4229643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -4229644.500000 Penalty: 5179.779785
	Iteration 52Q: 3 clusters Score -4229644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -4229648.000000 Penalty: 5179.779785
	Iteration 53Q: 3 clusters Score -4229648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -4229644.500000 Penalty: 5179.779785
	Iteration 54Q: 3 clusters Score -4229644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -4229648.500000 Penalty: 5179.779785
	Iteration 55Q: 3 clusters Score -4229648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -4229650.000000 Penalty: 5179.779785
	Iteration 56Q: 3 clusters Score -4229650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -4229650.000000 Penalty: 5179.779785
	Iteration 57Q: 3 clusters Score -4229650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -4229656.000000 Penalty: 5179.779785
	Iteration 58Q: 3 clusters Score -4229656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -4229656.500000 Penalty: 5179.779785
	Iteration 59Q: 3 clusters Score -4229656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -4229655.000000 Penalty: 5179.779785
	Iteration 60F: 3 clusters Score -4229655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -4229658.000000 Penalty: 5179.779785
	Iteration 61Q: 3 clusters Score -4229658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -4229661.500000 Penalty: 5179.779785
	Iteration 62Q: 3 clusters Score -4229662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -4229668.500000 Penalty: 5179.779785
	Iteration 63Q: 3 clusters Score -4229668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -4229668.000000 Penalty: 5179.779785
	Iteration 64Q: 3 clusters Score -4229668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -4229666.000000 Penalty: 5179.779785
	Iteration 65Q: 3 clusters Score -4229666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -4229671.000000 Penalty: 5179.779785
	Iteration 66Q: 3 clusters Score -4229671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -4229672.000000 Penalty: 5179.779785
	Iteration 67Q: 3 clusters Score -4229672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -4229670.500000 Penalty: 5179.779785
	Iteration 68Q: 3 clusters Score -4229670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -4229676.000000 Penalty: 5179.779785
	Iteration 69Q: 3 clusters Score -4229676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -4229674.000000 Penalty: 5179.779785
	Iteration 70Q: 3 clusters Score -4229674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -4229677.500000 Penalty: 5179.779785
	Iteration 71Q: 3 clusters Score -4229678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -4229678.500000 Penalty: 5179.779785
	Iteration 72Q: 3 clusters Score -4229678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -4229677.500000 Penalty: 5179.779785
	Iteration 73Q: 3 clusters Score -4229678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -4229676.000000 Penalty: 5179.779785
	Iteration 74Q: 3 clusters Score -4229676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -4229674.500000 Penalty: 5179.779785
	Iteration 75Q: 3 clusters Score -4229674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -4229674.000000 Penalty: 5179.779785
	Iteration 76Q: 3 clusters Score -4229674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -4229674.000000 Penalty: 5179.779785
	Iteration 77F: 3 clusters Score -4229674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Entering Unmasked Estep 
Score: -3915532.000000 Penalty: 2579.436768
	Iteration 0F: 2 clusters Score -3915532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3893248.250000 Penalty: 5158.873535
	Iteration 0F: 3 clusters Score -3893248 nChanged 14846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -3901280.000000 Penalty: 5158.873535
	Iteration 1F: 3 clusters Score -3901280 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -3901814.750000 Penalty: 5158.873535
	Iteration 2Q: 3 clusters Score -3901815 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -3902319.250000 Penalty: 5158.873535
	Iteration 3Q: 3 clusters Score -3902319 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -3902802.750000 Penalty: 5158.873535
	Iteration 4Q: 3 clusters Score -3902803 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -3903280.750000 Penalty: 5158.873535
	Iteration 5Q: 3 clusters Score -3903281 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3903898.000000 Penalty: 5158.873535
	Iteration 6Q: 3 clusters Score -3903898 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3904588.000000 Penalty: 5158.873535
	Iteration 7Q: 3 clusters Score -3904588 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -3905477.000000 Penalty: 5158.873535
	Iteration 8Q: 3 clusters Score -3905477 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3906506.000000 Penalty: 5158.873535
	Iteration 9F: 3 clusters Score -3906506 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3907642.250000 Penalty: 5158.873535
	Iteration 10Q: 3 clusters Score -3907642 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -3908790.250000 Penalty: 5158.873535
	Iteration 11Q: 3 clusters Score -3908790 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3909637.750000 Penalty: 5158.873535
	Iteration 12Q: 3 clusters Score -3909638 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3910216.250000 Penalty: 5158.873535
	Iteration 13Q: 3 clusters Score -3910216 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -3910631.000000 Penalty: 5158.873535
	Iteration 14Q: 3 clusters Score -3910631 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -3911072.000000 Penalty: 5158.873535
	Iteration 15Q: 3 clusters Score -3911072 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -3911430.500000 Penalty: 5158.873535
	Iteration 16Q: 3 clusters Score -3911430 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -3911775.000000 Penalty: 5158.873535
	Iteration 17Q: 3 clusters Score -3911775 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -3912100.000000 Penalty: 5158.873535
	Iteration 18Q: 3 clusters Score -3912100 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -3912353.500000 Penalty: 5158.873535
	Iteration 19Q: 3 clusters Score -3912354 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3912545.000000 Penalty: 5158.873535
	Iteration 20F: 3 clusters Score -3912545 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -3912681.000000 Penalty: 5158.873535
	Iteration 21Q: 3 clusters Score -3912681 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -3912797.500000 Penalty: 5158.873535
	Iteration 22Q: 3 clusters Score -3912798 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -3912915.500000 Penalty: 5158.873535
	Iteration 23Q: 3 clusters Score -3912916 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -3912989.750000 Penalty: 5158.873535
	Iteration 24Q: 3 clusters Score -3912990 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -3913063.000000 Penalty: 5158.873535
	Iteration 25Q: 3 clusters Score -3913063 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -3913121.750000 Penalty: 5158.873535
	Iteration 26Q: 3 clusters Score -3913122 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -3913174.750000 Penalty: 5158.873535
	Iteration 27Q: 3 clusters Score -3913175 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -3913239.750000 Penalty: 5158.873535
	Iteration 28Q: 3 clusters Score -3913240 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -3913277.500000 Penalty: 5158.873535
	Iteration 29Q: 3 clusters Score -3913278 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -3913323.000000 Penalty: 5158.873535
	Iteration 30Q: 3 clusters Score -3913323 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -3913357.000000 Penalty: 5158.873535
	Iteration 31Q: 3 clusters Score -3913357 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -3913396.000000 Penalty: 5158.873535
	Iteration 32Q: 3 clusters Score -3913396 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -3913430.750000 Penalty: 5158.873535
	Iteration 33Q: 3 clusters Score -3913431 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -3913443.250000 Penalty: 5158.873535
	Iteration 34Q: 3 clusters Score -3913443 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -3913466.500000 Penalty: 5158.873535
	Iteration 35Q: 3 clusters Score -3913466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -3913490.750000 Penalty: 5158.873535
	Iteration 36Q: 3 clusters Score -3913491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -3913496.750000 Penalty: 5158.873535
	Iteration 37Q: 3 clusters Score -3913497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -3913506.500000 Penalty: 5158.873535
	Iteration 38Q: 3 clusters Score -3913506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -3913516.250000 Penalty: 5158.873535
	Iteration 39Q: 3 clusters Score -3913516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -3913522.250000 Penalty: 5158.873535
	Iteration 40F: 3 clusters Score -3913522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -3913531.250000 Penalty: 5158.873535
	Iteration 41Q: 3 clusters Score -3913531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -3913538.750000 Penalty: 5158.873535
	Iteration 42Q: 3 clusters Score -3913539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -3913544.750000 Penalty: 5158.873535
	Iteration 43Q: 3 clusters Score -3913545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -3913546.000000 Penalty: 5158.873535
	Iteration 44Q: 3 clusters Score -3913546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -3913553.000000 Penalty: 5158.873535
	Iteration 45Q: 3 clusters Score -3913553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -3913556.000000 Penalty: 5158.873535
	Iteration 46Q: 3 clusters Score -3913556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -3913555.000000 Penalty: 5158.873535
	Iteration 47Q: 3 clusters Score -3913555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -3913556.250000 Penalty: 5158.873535
	Iteration 48Q: 3 clusters Score -3913556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -3913555.000000 Penalty: 5158.873535
	Iteration 49Q: 3 clusters Score -3913555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -3913555.500000 Penalty: 5158.873535
	Iteration 50Q: 3 clusters Score -3913556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -3913555.500000 Penalty: 5158.873535
	Iteration 51Q: 3 clusters Score -3913556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -3913553.500000 Penalty: 5158.873535
	Iteration 52Q: 3 clusters Score -3913554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -3913552.500000 Penalty: 5158.873535
	Iteration 53Q: 3 clusters Score -3913552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -3913562.750000 Penalty: 5158.873535
	Iteration 54Q: 3 clusters Score -3913563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -3913565.250000 Penalty: 5158.873535
	Iteration 55Q: 3 clusters Score -3913565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -3913561.250000 Penalty: 5158.873535
	Iteration 56Q: 3 clusters Score -3913561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -3913563.500000 Penalty: 5158.873535
	Iteration 57Q: 3 clusters Score -3913564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -3913563.500000 Penalty: 5158.873535
	Iteration 58Q: 3 clusters Score -3913564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -3913560.500000 Penalty: 5158.873535
	Iteration 59Q: 3 clusters Score -3913560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -3913563.750000 Penalty: 5158.873535
	Iteration 60F: 3 clusters Score -3913564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -3913567.000000 Penalty: 5158.873535
	Iteration 61Q: 3 clusters Score -3913567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -3913567.000000 Penalty: 5158.873535
	Iteration 62Q: 3 clusters Score -3913567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -3913562.250000 Penalty: 5158.873535
	Iteration 63Q: 3 clusters Score -3913562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -3913564.500000 Penalty: 5158.873535
	Iteration 64Q: 3 clusters Score -3913564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -3913562.750000 Penalty: 5158.873535
	Iteration 65Q: 3 clusters Score -3913563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -3913562.750000 Penalty: 5158.873535
	Iteration 66F: 3 clusters Score -3913563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (204232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204232 members 
Entering Unmasked Estep 
Score: -24852432.000000 Penalty: 3032.298828
	Iteration 0F: 2 clusters Score -2.485243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101169 members 
Mstep: Class 2 contains 103063 members 
Entering Unmasked Estep 
Score: -24718334.000000 Penalty: 6064.597656
	Iteration 0F: 3 clusters Score -2.471833e+07 nChanged 98102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84643 members 
Mstep: Class 2 contains 119589 members 
Entering Unmasked Estep 
Score: -24779014.000000 Penalty: 6064.597656
	Iteration 1F: 3 clusters Score -2.477901e+07 nChanged 10357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74490 members 
Mstep: Class 2 contains 129742 members 
Entering Unmasked Estep 
Score: -24784272.000000 Penalty: 6064.597656
	Iteration 2F: 3 clusters Score -2.478427e+07 nChanged 14942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 144654 members 
Entering Unmasked Estep 
Score: -24793872.000000 Penalty: 6064.597656
	Iteration 3F: 3 clusters Score -2.479387e+07 nChanged 19474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 164128 members 
Entering Unmasked Estep 
Score: -24810228.000000 Penalty: 6064.597656
	Iteration 4F: 3 clusters Score -2.481023e+07 nChanged 19934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 184062 members 
Entering Unmasked Estep 
Score: -24829866.000000 Penalty: 6064.597656
	Iteration 5F: 3 clusters Score -2.482987e+07 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 197259 members 
Entering Unmasked Estep 
Score: -24843020.000000 Penalty: 6064.597656
	Iteration 6F: 3 clusters Score -2.484302e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 202466 members 
Entering Unmasked Estep 
Score: -24847926.000000 Penalty: 6064.597656
	Iteration 7Q: 3 clusters Score -2.484793e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 203699 members 
Entering Unmasked Estep 
Score: -24849152.000000 Penalty: 6064.597656
	Iteration 8Q: 3 clusters Score -2.484915e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 203963 members 
Entering Unmasked Estep 
Score: -24849444.000000 Penalty: 6064.597656
	Iteration 9Q: 3 clusters Score -2.484944e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 204026 members 
Entering Unmasked Estep 
Score: -24849544.000000 Penalty: 6064.597656
	Iteration 10Q: 3 clusters Score -2.484954e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 204036 members 
Entering Unmasked Estep 
Score: -24849586.000000 Penalty: 6064.597656
	Iteration 11Q: 3 clusters Score -2.484959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 204040 members 
Entering Unmasked Estep 
Score: -24849614.000000 Penalty: 6064.597656
	Iteration 12Q: 3 clusters Score -2.484961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 204044 members 
Entering Unmasked Estep 
Score: -24849634.000000 Penalty: 6064.597656
	Iteration 13Q: 3 clusters Score -2.484963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 204047 members 
Entering Unmasked Estep 
Score: -24849622.000000 Penalty: 6064.597656
	Iteration 14Q: 3 clusters Score -2.484962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 204049 members 
Entering Unmasked Estep 
Score: -24849622.000000 Penalty: 6064.597656
	Iteration 15Q: 3 clusters Score -2.484962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 204049 members 
Entering Unmasked Estep 
Score: -24849630.000000 Penalty: 6064.597656
	Iteration 16Q: 3 clusters Score -2.484963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 204047 members 
Entering Unmasked Estep 
Score: -24849638.000000 Penalty: 6064.597656
	Iteration 17Q: 3 clusters Score -2.484964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 204046 members 
Entering Unmasked Estep 
Score: -24849654.000000 Penalty: 6064.597656
	Iteration 18Q: 3 clusters Score -2.484965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 204045 members 
Entering Unmasked Estep 
Score: -24849646.000000 Penalty: 6064.597656
	Iteration 19Q: 3 clusters Score -2.484965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 204045 members 
Entering Unmasked Estep 
Score: -24849646.000000 Penalty: 6064.597656
	Iteration 20F: 3 clusters Score -2.484965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Entering Unmasked Estep 
Score: -501486.843750 Penalty: 2080.786621
	Iteration 0F: 2 clusters Score -501486.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -497313.812500 Penalty: 4161.573242
	Iteration 0F: 3 clusters Score -497313.8 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -498198.250000 Penalty: 4161.573242
	Iteration 1F: 3 clusters Score -498198.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -498374.812500 Penalty: 4161.573242
	Iteration 2F: 3 clusters Score -498374.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -498502.375000 Penalty: 4161.573242
	Iteration 3F: 3 clusters Score -498502.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -498617.937500 Penalty: 4161.573242
	Iteration 4Q: 3 clusters Score -498617.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -498709.218750 Penalty: 4161.573242
	Iteration 5Q: 3 clusters Score -498709.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -498793.093750 Penalty: 4161.573242
	Iteration 6Q: 3 clusters Score -498793.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -498853.000000 Penalty: 4161.573242
	Iteration 7Q: 3 clusters Score -498853 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -498904.031250 Penalty: 4161.573242
	Iteration 8Q: 3 clusters Score -498904 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -498946.250000 Penalty: 4161.573242
	Iteration 9Q: 3 clusters Score -498946.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -498983.812500 Penalty: 4161.573242
	Iteration 10Q: 3 clusters Score -498983.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -499028.750000 Penalty: 4161.573242
	Iteration 11Q: 3 clusters Score -499028.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -499072.437500 Penalty: 4161.573242
	Iteration 12Q: 3 clusters Score -499072.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -499122.000000 Penalty: 4161.573242
	Iteration 13Q: 3 clusters Score -499122 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -499177.937500 Penalty: 4161.573242
	Iteration 14Q: 3 clusters Score -499177.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -499237.843750 Penalty: 4161.573242
	Iteration 15Q: 3 clusters Score -499237.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -499302.906250 Penalty: 4161.573242
	Iteration 16Q: 3 clusters Score -499302.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -499357.093750 Penalty: 4161.573242
	Iteration 17Q: 3 clusters Score -499357.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -499406.125000 Penalty: 4161.573242
	Iteration 18Q: 3 clusters Score -499406.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -499458.656250 Penalty: 4161.573242
	Iteration 19Q: 3 clusters Score -499458.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -499499.156250 Penalty: 4161.573242
	Iteration 20F: 3 clusters Score -499499.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -499540.218750 Penalty: 4161.573242
	Iteration 21Q: 3 clusters Score -499540.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -499572.656250 Penalty: 4161.573242
	Iteration 22Q: 3 clusters Score -499572.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -499596.250000 Penalty: 4161.573242
	Iteration 23Q: 3 clusters Score -499596.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -499612.656250 Penalty: 4161.573242
	Iteration 24Q: 3 clusters Score -499612.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -499630.562500 Penalty: 4161.573242
	Iteration 25Q: 3 clusters Score -499630.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -499647.437500 Penalty: 4161.573242
	Iteration 26Q: 3 clusters Score -499647.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -499658.937500 Penalty: 4161.573242
	Iteration 27Q: 3 clusters Score -499658.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -499668.687500 Penalty: 4161.573242
	Iteration 28Q: 3 clusters Score -499668.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -499678.343750 Penalty: 4161.573242
	Iteration 29Q: 3 clusters Score -499678.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -499687.750000 Penalty: 4161.573242
	Iteration 30Q: 3 clusters Score -499687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -499691.812500 Penalty: 4161.573242
	Iteration 31Q: 3 clusters Score -499691.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -499697.062500 Penalty: 4161.573242
	Iteration 32Q: 3 clusters Score -499697.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -499702.187500 Penalty: 4161.573242
	Iteration 33Q: 3 clusters Score -499702.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -499705.937500 Penalty: 4161.573242
	Iteration 34Q: 3 clusters Score -499705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -499709.406250 Penalty: 4161.573242
	Iteration 35Q: 3 clusters Score -499709.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -499710.875000 Penalty: 4161.573242
	Iteration 36Q: 3 clusters Score -499710.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -499710.875000 Penalty: 4161.573242
	Iteration 37F: 3 clusters Score -499710.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Entering Unmasked Estep 
Score: -1554127.875000 Penalty: 2341.440918
	Iteration 0F: 2 clusters Score -1554128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1544749.375000 Penalty: 4682.881836
	Iteration 0F: 3 clusters Score -1544749 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1547594.500000 Penalty: 4682.881836
	Iteration 1F: 3 clusters Score -1547594 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1548021.625000 Penalty: 4682.881836
	Iteration 2F: 3 clusters Score -1548022 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1548475.500000 Penalty: 4682.881836
	Iteration 3F: 3 clusters Score -1548476 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1549041.500000 Penalty: 4682.881836
	Iteration 4F: 3 clusters Score -1549042 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1549710.125000 Penalty: 4682.881836
	Iteration 5F: 3 clusters Score -1549710 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1550446.250000 Penalty: 4682.881836
	Iteration 6F: 3 clusters Score -1550446 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1551177.625000 Penalty: 4682.881836
	Iteration 7F: 3 clusters Score -1551178 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1551846.250000 Penalty: 4682.881836
	Iteration 8F: 3 clusters Score -1551846 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1552203.875000 Penalty: 4682.881836
	Iteration 9Q: 3 clusters Score -1552204 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1552346.750000 Penalty: 4682.881836
	Iteration 10Q: 3 clusters Score -1552347 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1552416.750000 Penalty: 4682.881836
	Iteration 11Q: 3 clusters Score -1552417 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1552463.750000 Penalty: 4682.881836
	Iteration 12Q: 3 clusters Score -1552464 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1552483.000000 Penalty: 4682.881836
	Iteration 13Q: 3 clusters Score -1552483 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1552499.125000 Penalty: 4682.881836
	Iteration 14Q: 3 clusters Score -1552499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1552501.500000 Penalty: 4682.881836
	Iteration 15Q: 3 clusters Score -1552502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1552508.875000 Penalty: 4682.881836
	Iteration 16Q: 3 clusters Score -1552509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1552513.750000 Penalty: 4682.881836
	Iteration 17Q: 3 clusters Score -1552514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1552512.750000 Penalty: 4682.881836
	Iteration 18Q: 3 clusters Score -1552513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1552518.500000 Penalty: 4682.881836
	Iteration 19Q: 3 clusters Score -1552518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1552522.375000 Penalty: 4682.881836
	Iteration 20F: 3 clusters Score -1552522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1552521.375000 Penalty: 4682.881836
	Iteration 21Q: 3 clusters Score -1552521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1552523.125000 Penalty: 4682.881836
	Iteration 22Q: 3 clusters Score -1552523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1552520.125000 Penalty: 4682.881836
	Iteration 23Q: 3 clusters Score -1552520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1552520.875000 Penalty: 4682.881836
	Iteration 24Q: 3 clusters Score -1552521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1552521.750000 Penalty: 4682.881836
	Iteration 25Q: 3 clusters Score -1552522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1552525.125000 Penalty: 4682.881836
	Iteration 26Q: 3 clusters Score -1552525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1552525.750000 Penalty: 4682.881836
	Iteration 27Q: 3 clusters Score -1552526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1552524.750000 Penalty: 4682.881836
	Iteration 28Q: 3 clusters Score -1552525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1552526.500000 Penalty: 4682.881836
	Iteration 29Q: 3 clusters Score -1552526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1552525.125000 Penalty: 4682.881836
	Iteration 30Q: 3 clusters Score -1552525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1552528.750000 Penalty: 4682.881836
	Iteration 31Q: 3 clusters Score -1552529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1552527.125000 Penalty: 4682.881836
	Iteration 32Q: 3 clusters Score -1552527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1552527.875000 Penalty: 4682.881836
	Iteration 33Q: 3 clusters Score -1552528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1552528.875000 Penalty: 4682.881836
	Iteration 34Q: 3 clusters Score -1552529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1552532.000000 Penalty: 4682.881836
	Iteration 35Q: 3 clusters Score -1552532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1552533.500000 Penalty: 4682.881836
	Iteration 36Q: 3 clusters Score -1552534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1552536.125000 Penalty: 4682.881836
	Iteration 37Q: 3 clusters Score -1552536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1552536.750000 Penalty: 4682.881836
	Iteration 38Q: 3 clusters Score -1552537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1552539.125000 Penalty: 4682.881836
	Iteration 39Q: 3 clusters Score -1552539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1552540.625000 Penalty: 4682.881836
	Iteration 40F: 3 clusters Score -1552541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1552539.750000 Penalty: 4682.881836
	Iteration 41Q: 3 clusters Score -1552540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1552539.750000 Penalty: 4682.881836
	Iteration 42F: 3 clusters Score -1552540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 24520 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207477 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86648 members 
Mstep: Class 10 contains 19741 members 
Mstep: Class 11 contains 11151 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223755 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34307 members 
Mstep: Class 19 contains 32891 members 
Mstep: Class 21 contains 204232 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 12598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283088.000000 Penalty: 61069.699219
Iteration 159Q: 19 clusters Score -1.042831e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 24593 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207457 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86631 members 
Mstep: Class 10 contains 19629 members 
Mstep: Class 11 contains 11142 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223774 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34307 members 
Mstep: Class 19 contains 32965 members 
Mstep: Class 21 contains 204221 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 12601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283152.000000 Penalty: 61069.699219
Iteration 160F: 19 clusters Score -1.042832e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 24673 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207422 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86615 members 
Mstep: Class 10 contains 19545 members 
Mstep: Class 11 contains 11142 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223781 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34315 members 
Mstep: Class 19 contains 33023 members 
Mstep: Class 21 contains 204201 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 12606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283064.000000 Penalty: 61069.699219
Iteration 161Q: 19 clusters Score -1.042831e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 24753 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207395 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86612 members 
Mstep: Class 10 contains 19451 members 
Mstep: Class 11 contains 11124 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223794 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34330 members 
Mstep: Class 19 contains 33098 members 
Mstep: Class 21 contains 204157 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283032.000000 Penalty: 61069.699219
Iteration 162Q: 19 clusters Score -1.04283e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 24829 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207370 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86605 members 
Mstep: Class 10 contains 19350 members 
Mstep: Class 11 contains 11112 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223811 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34345 members 
Mstep: Class 19 contains 33164 members 
Mstep: Class 21 contains 204126 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 12615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283168.000000 Penalty: 61069.699219
Iteration 163Q: 19 clusters Score -1.042832e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 24889 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207373 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86597 members 
Mstep: Class 10 contains 19266 members 
Mstep: Class 11 contains 11095 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223842 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34348 members 
Mstep: Class 19 contains 33224 members 
Mstep: Class 21 contains 204073 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 12620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283080.000000 Penalty: 61069.699219
Iteration 164Q: 19 clusters Score -1.042831e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207365 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86590 members 
Mstep: Class 10 contains 19179 members 
Mstep: Class 11 contains 11085 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223873 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34355 members 
Mstep: Class 19 contains 33293 members 
Mstep: Class 21 contains 204012 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 12626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283120.000000 Penalty: 61069.699219
Iteration 165Q: 19 clusters Score -1.042831e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 25011 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207364 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86585 members 
Mstep: Class 10 contains 19103 members 
Mstep: Class 11 contains 11073 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223917 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34361 members 
Mstep: Class 19 contains 33342 members 
Mstep: Class 21 contains 203942 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 12629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283112.000000 Penalty: 61069.699219
Iteration 166Q: 19 clusters Score -1.042831e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 25064 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207356 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86578 members 
Mstep: Class 10 contains 19031 members 
Mstep: Class 11 contains 11069 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223953 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34369 members 
Mstep: Class 19 contains 33392 members 
Mstep: Class 21 contains 203883 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 12632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283040.000000 Penalty: 61069.699219
Iteration 167Q: 19 clusters Score -1.04283e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 25140 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207333 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86570 members 
Mstep: Class 10 contains 18947 members 
Mstep: Class 11 contains 11068 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223975 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34374 members 
Mstep: Class 19 contains 33438 members 
Mstep: Class 21 contains 203847 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 12635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283168.000000 Penalty: 61069.699219
Iteration 168Q: 19 clusters Score -1.042832e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 25200 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207321 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86561 members 
Mstep: Class 10 contains 18876 members 
Mstep: Class 11 contains 11070 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 223996 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34376 members 
Mstep: Class 19 contains 33481 members 
Mstep: Class 21 contains 203809 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 12637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283064.000000 Penalty: 61069.699219
Iteration 169Q: 19 clusters Score -1.042831e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 25260 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207298 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86542 members 
Mstep: Class 10 contains 18812 members 
Mstep: Class 11 contains 11064 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224017 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34380 members 
Mstep: Class 19 contains 33528 members 
Mstep: Class 21 contains 203788 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283136.000000 Penalty: 61069.699219
Iteration 170Q: 19 clusters Score -1.042831e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 25341 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207291 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 86524 members 
Mstep: Class 10 contains 18744 members 
Mstep: Class 11 contains 11058 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224027 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34386 members 
Mstep: Class 19 contains 33576 members 
Mstep: Class 21 contains 203744 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 12637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283168.000000 Penalty: 61069.699219
Iteration 171Q: 19 clusters Score -1.042832e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 25429 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207273 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 86505 members 
Mstep: Class 10 contains 18664 members 
Mstep: Class 11 contains 11051 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224043 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34385 members 
Mstep: Class 19 contains 33621 members 
Mstep: Class 21 contains 203721 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283048.000000 Penalty: 61069.699219
Iteration 172Q: 19 clusters Score -1.04283e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 25515 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207261 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 86502 members 
Mstep: Class 10 contains 18573 members 
Mstep: Class 11 contains 11042 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224053 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34384 members 
Mstep: Class 19 contains 33677 members 
Mstep: Class 21 contains 203685 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283096.000000 Penalty: 61069.699219
Iteration 173Q: 19 clusters Score -1.042831e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 25600 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207248 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 86493 members 
Mstep: Class 10 contains 18482 members 
Mstep: Class 11 contains 11028 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224083 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34382 members 
Mstep: Class 19 contains 33738 members 
Mstep: Class 21 contains 203637 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283240.000000 Penalty: 61069.699219
Iteration 174Q: 19 clusters Score -1.042832e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 25680 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207230 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 86480 members 
Mstep: Class 10 contains 18398 members 
Mstep: Class 11 contains 11018 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224111 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34378 members 
Mstep: Class 19 contains 33799 members 
Mstep: Class 21 contains 203597 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283216.000000 Penalty: 61069.699219
Iteration 175Q: 19 clusters Score -1.042832e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 25750 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207223 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 86466 members 
Mstep: Class 10 contains 18294 members 
Mstep: Class 11 contains 11015 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224113 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34378 members 
Mstep: Class 19 contains 33873 members 
Mstep: Class 21 contains 203578 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283176.000000 Penalty: 61069.699219
Iteration 176Q: 19 clusters Score -1.042832e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 25844 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207209 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 86458 members 
Mstep: Class 10 contains 18189 members 
Mstep: Class 11 contains 11012 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224102 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34379 members 
Mstep: Class 19 contains 33935 members 
Mstep: Class 21 contains 203562 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283176.000000 Penalty: 61069.699219
Iteration 177Q: 19 clusters Score -1.042832e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 25934 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207209 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 86442 members 
Mstep: Class 10 contains 18062 members 
Mstep: Class 11 contains 11006 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224104 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34380 members 
Mstep: Class 19 contains 34005 members 
Mstep: Class 21 contains 203546 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283296.000000 Penalty: 61069.699219
Iteration 178Q: 19 clusters Score -1.042833e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 26004 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207217 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 86425 members 
Mstep: Class 10 contains 17925 members 
Mstep: Class 11 contains 10992 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224117 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34386 members 
Mstep: Class 19 contains 34100 members 
Mstep: Class 21 contains 203521 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283264.000000 Penalty: 61069.699219
Iteration 179Q: 19 clusters Score -1.042833e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 26082 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207217 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 86414 members 
Mstep: Class 10 contains 17791 members 
Mstep: Class 11 contains 10978 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224134 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34387 members 
Mstep: Class 19 contains 34200 members 
Mstep: Class 21 contains 203484 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283064.000000 Penalty: 61069.699219
Iteration 180F: 19 clusters Score -1.042831e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 26183 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207224 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 86396 members 
Mstep: Class 10 contains 17668 members 
Mstep: Class 11 contains 10964 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224139 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34390 members 
Mstep: Class 19 contains 34285 members 
Mstep: Class 21 contains 203441 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283200.000000 Penalty: 61069.699219
Iteration 181Q: 19 clusters Score -1.042832e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 26260 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207219 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 86369 members 
Mstep: Class 10 contains 17555 members 
Mstep: Class 11 contains 10947 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224158 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34389 members 
Mstep: Class 19 contains 34362 members 
Mstep: Class 21 contains 203431 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283152.000000 Penalty: 61069.699219
Iteration 182Q: 19 clusters Score -1.042832e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 26329 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207193 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86348 members 
Mstep: Class 10 contains 17448 members 
Mstep: Class 11 contains 10936 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224184 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34391 members 
Mstep: Class 19 contains 34432 members 
Mstep: Class 21 contains 203429 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283144.000000 Penalty: 61069.699219
Iteration 183Q: 19 clusters Score -1.042831e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 26417 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207187 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 86329 members 
Mstep: Class 10 contains 17310 members 
Mstep: Class 11 contains 10927 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224199 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 34388 members 
Mstep: Class 19 contains 34525 members 
Mstep: Class 21 contains 203408 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283080.000000 Penalty: 61069.699219
Iteration 184Q: 19 clusters Score -1.042831e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 26485 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207181 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 86317 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 10920 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224218 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 34385 members 
Mstep: Class 19 contains 34608 members 
Mstep: Class 21 contains 203391 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283168.000000 Penalty: 61069.699219
Iteration 185Q: 19 clusters Score -1.042832e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 26544 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207185 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 86293 members 
Mstep: Class 10 contains 17040 members 
Mstep: Class 11 contains 10909 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224233 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34383 members 
Mstep: Class 19 contains 34709 members 
Mstep: Class 21 contains 203386 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282952.000000 Penalty: 61069.699219
Iteration 186Q: 19 clusters Score -1.04283e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1990 members 
Mstep: Class 3 contains 26601 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207183 members 
Mstep: Class 7 contains 1521 members 
Mstep: Class 8 contains 86268 members 
Mstep: Class 10 contains 16903 members 
Mstep: Class 11 contains 10893 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224226 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34381 members 
Mstep: Class 19 contains 34829 members 
Mstep: Class 21 contains 203396 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283200.000000 Penalty: 61069.699219
Iteration 187Q: 19 clusters Score -1.042832e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1990 members 
Mstep: Class 3 contains 26651 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207178 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 86249 members 
Mstep: Class 10 contains 16759 members 
Mstep: Class 11 contains 10873 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224240 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34381 members 
Mstep: Class 19 contains 34956 members 
Mstep: Class 21 contains 203391 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283192.000000 Penalty: 61069.699219
Iteration 188Q: 19 clusters Score -1.042832e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1990 members 
Mstep: Class 3 contains 26693 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207165 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 86231 members 
Mstep: Class 10 contains 16629 members 
Mstep: Class 11 contains 10841 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224250 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34377 members 
Mstep: Class 19 contains 35085 members 
Mstep: Class 21 contains 203412 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 12644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283200.000000 Penalty: 61069.699219
Iteration 189Q: 19 clusters Score -1.042832e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1990 members 
Mstep: Class 3 contains 26768 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207152 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 86211 members 
Mstep: Class 10 contains 16494 members 
Mstep: Class 11 contains 10815 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224242 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34373 members 
Mstep: Class 19 contains 35207 members 
Mstep: Class 21 contains 203419 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 12646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283384.000000 Penalty: 61069.699219
Iteration 190Q: 19 clusters Score -1.042834e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1990 members 
Mstep: Class 3 contains 26848 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207147 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 86188 members 
Mstep: Class 10 contains 16367 members 
Mstep: Class 11 contains 10784 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224245 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34364 members 
Mstep: Class 19 contains 35351 members 
Mstep: Class 21 contains 203385 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 12647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283288.000000 Penalty: 61069.699219
Iteration 191Q: 19 clusters Score -1.042833e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1990 members 
Mstep: Class 3 contains 26930 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207141 members 
Mstep: Class 7 contains 1521 members 
Mstep: Class 8 contains 86159 members 
Mstep: Class 10 contains 16221 members 
Mstep: Class 11 contains 10758 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224236 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34361 members 
Mstep: Class 19 contains 35481 members 
Mstep: Class 21 contains 203391 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283176.000000 Penalty: 61069.699219
Iteration 192Q: 19 clusters Score -1.042832e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1990 members 
Mstep: Class 3 contains 27011 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207132 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 86131 members 
Mstep: Class 10 contains 16092 members 
Mstep: Class 11 contains 10726 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224235 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34356 members 
Mstep: Class 19 contains 35611 members 
Mstep: Class 21 contains 203386 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283248.000000 Penalty: 61069.699219
Iteration 193Q: 19 clusters Score -1.042832e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 27088 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207127 members 
Mstep: Class 7 contains 1518 members 
Mstep: Class 8 contains 86105 members 
Mstep: Class 10 contains 15959 members 
Mstep: Class 11 contains 10695 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224277 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34343 members 
Mstep: Class 19 contains 35726 members 
Mstep: Class 21 contains 203357 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283280.000000 Penalty: 61069.699219
Iteration 194Q: 19 clusters Score -1.042833e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 27172 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207121 members 
Mstep: Class 7 contains 1516 members 
Mstep: Class 8 contains 86084 members 
Mstep: Class 10 contains 15830 members 
Mstep: Class 11 contains 10670 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224291 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34344 members 
Mstep: Class 19 contains 35847 members 
Mstep: Class 21 contains 203319 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 12648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283448.000000 Penalty: 61069.699219
Iteration 195Q: 19 clusters Score -1.042834e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 27253 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207118 members 
Mstep: Class 7 contains 1516 members 
Mstep: Class 8 contains 86064 members 
Mstep: Class 10 contains 15707 members 
Mstep: Class 11 contains 10650 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224305 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34342 members 
Mstep: Class 19 contains 35951 members 
Mstep: Class 21 contains 203287 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283512.000000 Penalty: 61069.699219
Iteration 196Q: 19 clusters Score -1.042835e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 27341 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207111 members 
Mstep: Class 7 contains 1516 members 
Mstep: Class 8 contains 86044 members 
Mstep: Class 10 contains 15560 members 
Mstep: Class 11 contains 10629 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224330 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34347 members 
Mstep: Class 19 contains 36053 members 
Mstep: Class 21 contains 203259 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283512.000000 Penalty: 61069.699219
Iteration 197Q: 19 clusters Score -1.042835e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207095 members 
Mstep: Class 7 contains 1516 members 
Mstep: Class 8 contains 86024 members 
Mstep: Class 10 contains 15428 members 
Mstep: Class 11 contains 10613 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224349 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34355 members 
Mstep: Class 19 contains 36164 members 
Mstep: Class 21 contains 203211 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283568.000000 Penalty: 61069.699219
Iteration 198Q: 19 clusters Score -1.042836e+08 nChanged 528
Entering ConstructFrom: 
Score: -104283568.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -222678.859375 Penalty: 1896.295776
	Iteration 0F: 2 clusters Score -222678.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -220049.796875 Penalty: 3792.591553
	Iteration 0F: 3 clusters Score -220049.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -220634.468750 Penalty: 3792.591553
	Iteration 1F: 3 clusters Score -220634.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -220840.453125 Penalty: 3792.591553
	Iteration 2F: 3 clusters Score -220840.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -221034.015625 Penalty: 3792.591553
	Iteration 3F: 3 clusters Score -221034 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -221300.437500 Penalty: 3792.591553
	Iteration 4F: 3 clusters Score -221300.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -221706.218750 Penalty: 3792.591553
	Iteration 5F: 3 clusters Score -221706.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -222141.859375 Penalty: 3792.591553
	Iteration 6F: 3 clusters Score -222141.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -222451.343750 Penalty: 3792.591553
	Iteration 7F: 3 clusters Score -222451.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -222574.390625 Penalty: 3792.591553
	Iteration 8Q: 3 clusters Score -222574.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -222632.562500 Penalty: 3792.591553
	Iteration 9Q: 3 clusters Score -222632.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -222662.312500 Penalty: 3792.591553
	Iteration 10Q: 3 clusters Score -222662.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -222671.609375 Penalty: 3792.591553
	Iteration 11Q: 3 clusters Score -222671.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -222674.500000 Penalty: 3792.591553
	Iteration 12Q: 3 clusters Score -222674.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -222675.187500 Penalty: 3792.591553
	Iteration 13Q: 3 clusters Score -222675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -222676.656250 Penalty: 3792.591553
	Iteration 14Q: 3 clusters Score -222676.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -222677.671875 Penalty: 3792.591553
	Iteration 15Q: 3 clusters Score -222677.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -222677.937500 Penalty: 3792.591553
	Iteration 16Q: 3 clusters Score -222677.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -222677.937500 Penalty: 3792.591553
	Iteration 17F: 3 clusters Score -222677.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Entering Unmasked Estep 
Score: -208528.171875 Penalty: 1883.905273
	Iteration 0F: 2 clusters Score -208528.2 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 1009 members 
Entering Unmasked Estep 
Score: -205990.062500 Penalty: 3767.810547
	Iteration 0F: 3 clusters Score -205990.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -206862.859375 Penalty: 3767.810547
	Iteration 1F: 3 clusters Score -206862.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -207546.000000 Penalty: 3767.810547
	Iteration 2F: 3 clusters Score -207546 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -208014.671875 Penalty: 3767.810547
	Iteration 3F: 3 clusters Score -208014.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -208218.828125 Penalty: 3767.810547
	Iteration 4F: 3 clusters Score -208218.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -208302.843750 Penalty: 3767.810547
	Iteration 5Q: 3 clusters Score -208302.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -208335.000000 Penalty: 3767.810547
	Iteration 6Q: 3 clusters Score -208335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -208355.281250 Penalty: 3767.810547
	Iteration 7Q: 3 clusters Score -208355.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -208364.656250 Penalty: 3767.810547
	Iteration 8Q: 3 clusters Score -208364.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -208372.937500 Penalty: 3767.810547
	Iteration 9Q: 3 clusters Score -208372.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -208378.296875 Penalty: 3767.810547
	Iteration 10Q: 3 clusters Score -208378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -208381.484375 Penalty: 3767.810547
	Iteration 11Q: 3 clusters Score -208381.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -208384.640625 Penalty: 3767.810547
	Iteration 12Q: 3 clusters Score -208384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -208387.828125 Penalty: 3767.810547
	Iteration 13Q: 3 clusters Score -208387.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -208387.828125 Penalty: 3767.810547
	Iteration 14F: 3 clusters Score -208387.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Entering Unmasked Estep 
Score: -3340200.250000 Penalty: 2535.050293
	Iteration 0F: 2 clusters Score -3340200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3321133.000000 Penalty: 5070.100586
	Iteration 0F: 3 clusters Score -3321133 nChanged 12423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3327654.000000 Penalty: 5070.100586
	Iteration 1F: 3 clusters Score -3327654 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3328010.750000 Penalty: 5070.100586
	Iteration 2Q: 3 clusters Score -3328011 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3328303.750000 Penalty: 5070.100586
	Iteration 3Q: 3 clusters Score -3328304 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -3328532.000000 Penalty: 5070.100586
	Iteration 4Q: 3 clusters Score -3328532 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3328719.000000 Penalty: 5070.100586
	Iteration 5Q: 3 clusters Score -3328719 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3328873.750000 Penalty: 5070.100586
	Iteration 6Q: 3 clusters Score -3328874 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3328980.000000 Penalty: 5070.100586
	Iteration 7Q: 3 clusters Score -3328980 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3329101.000000 Penalty: 5070.100586
	Iteration 8Q: 3 clusters Score -3329101 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3329225.000000 Penalty: 5070.100586
	Iteration 9Q: 3 clusters Score -3329225 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3329347.000000 Penalty: 5070.100586
	Iteration 10Q: 3 clusters Score -3329347 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -3329491.750000 Penalty: 5070.100586
	Iteration 11Q: 3 clusters Score -3329492 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3329685.250000 Penalty: 5070.100586
	Iteration 12Q: 3 clusters Score -3329685 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -3329937.000000 Penalty: 5070.100586
	Iteration 13Q: 3 clusters Score -3329937 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3330351.500000 Penalty: 5070.100586
	Iteration 14Q: 3 clusters Score -3330352 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -3331043.000000 Penalty: 5070.100586
	Iteration 15Q: 3 clusters Score -3331043 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3332086.000000 Penalty: 5070.100586
	Iteration 16F: 3 clusters Score -3332086 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3333504.250000 Penalty: 5070.100586
	Iteration 17F: 3 clusters Score -3333504 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3334936.500000 Penalty: 5070.100586
	Iteration 18F: 3 clusters Score -3334936 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3336178.000000 Penalty: 5070.100586
	Iteration 19Q: 3 clusters Score -3336178 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3337014.250000 Penalty: 5070.100586
	Iteration 20F: 3 clusters Score -3337014 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3337426.000000 Penalty: 5070.100586
	Iteration 21Q: 3 clusters Score -3337426 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3337666.250000 Penalty: 5070.100586
	Iteration 22Q: 3 clusters Score -3337666 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3337806.250000 Penalty: 5070.100586
	Iteration 23Q: 3 clusters Score -3337806 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3337877.000000 Penalty: 5070.100586
	Iteration 24Q: 3 clusters Score -3337877 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3337927.000000 Penalty: 5070.100586
	Iteration 25Q: 3 clusters Score -3337927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3337946.500000 Penalty: 5070.100586
	Iteration 26Q: 3 clusters Score -3337946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3337952.750000 Penalty: 5070.100586
	Iteration 27Q: 3 clusters Score -3337953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3337955.750000 Penalty: 5070.100586
	Iteration 28Q: 3 clusters Score -3337956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3337956.250000 Penalty: 5070.100586
	Iteration 29Q: 3 clusters Score -3337956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3337956.250000 Penalty: 5070.100586
	Iteration 30F: 3 clusters Score -3337956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -124796.679688 Penalty: 1764.462769
	Iteration 0F: 2 clusters Score -124796.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -122691.523438 Penalty: 3528.925537
	Iteration 0F: 3 clusters Score -122691.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -123035.796875 Penalty: 3528.925537
	Iteration 1F: 3 clusters Score -123035.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -123176.945312 Penalty: 3528.925537
	Iteration 2F: 3 clusters Score -123176.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -123311.742188 Penalty: 3528.925537
	Iteration 3F: 3 clusters Score -123311.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -123420.390625 Penalty: 3528.925537
	Iteration 4Q: 3 clusters Score -123420.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -123536.601562 Penalty: 3528.925537
	Iteration 5Q: 3 clusters Score -123536.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -123670.523438 Penalty: 3528.925537
	Iteration 6Q: 3 clusters Score -123670.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -123821.945312 Penalty: 3528.925537
	Iteration 7Q: 3 clusters Score -123821.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -124006.312500 Penalty: 3528.925537
	Iteration 8Q: 3 clusters Score -124006.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -124162.906250 Penalty: 3528.925537
	Iteration 9Q: 3 clusters Score -124162.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -124291.585938 Penalty: 3528.925537
	Iteration 10Q: 3 clusters Score -124291.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -124469.726562 Penalty: 3528.925537
	Iteration 11Q: 3 clusters Score -124469.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -124637.054688 Penalty: 3528.925537
	Iteration 12Q: 3 clusters Score -124637.1 nChanged 34
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: -124745.664062 Penalty: 3528.925537
	Iteration 13Q: 3 clusters Score -124745.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -124826.976562 Penalty: 3528.925537
	Iteration 14Q: 3 clusters Score -124827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -124891.929688 Penalty: 3528.925537
	Iteration 15Q: 3 clusters Score -124891.9 nChanged 24
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: -124947.710938 Penalty: 3528.925537
	Iteration 16Q: 3 clusters Score -124947.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -124972.507812 Penalty: 3528.925537
	Iteration 17Q: 3 clusters Score -124972.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -124988.554688 Penalty: 3528.925537
	Iteration 18Q: 3 clusters Score -124988.6 nChanged 9
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: -125009.632812 Penalty: 3528.925537
	Iteration 19Q: 3 clusters Score -125009.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -125021.265625 Penalty: 3528.925537
	Iteration 20F: 3 clusters Score -125021.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -125034.734375 Penalty: 3528.925537
	Iteration 21Q: 3 clusters Score -125034.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -125057.179688 Penalty: 3528.925537
	Iteration 22Q: 3 clusters Score -125057.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -125072.289062 Penalty: 3528.925537
	Iteration 23Q: 3 clusters Score -125072.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -125082.632812 Penalty: 3528.925537
	Iteration 24Q: 3 clusters Score -125082.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -125096.929688 Penalty: 3528.925537
	Iteration 25Q: 3 clusters Score -125096.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -125101.625000 Penalty: 3528.925537
	Iteration 26Q: 3 clusters Score -125101.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -125104.773438 Penalty: 3528.925537
	Iteration 27Q: 3 clusters Score -125104.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -125107.523438 Penalty: 3528.925537
	Iteration 28Q: 3 clusters Score -125107.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -125113.632812 Penalty: 3528.925537
	Iteration 29Q: 3 clusters Score -125113.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -125115.609375 Penalty: 3528.925537
	Iteration 30Q: 3 clusters Score -125115.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -125125.210938 Penalty: 3528.925537
	Iteration 31Q: 3 clusters Score -125125.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -125134.375000 Penalty: 3528.925537
	Iteration 32Q: 3 clusters Score -125134.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -125141.125000 Penalty: 3528.925537
	Iteration 33Q: 3 clusters Score -125141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -125150.539062 Penalty: 3528.925537
	Iteration 34Q: 3 clusters Score -125150.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -125166.390625 Penalty: 3528.925537
	Iteration 35Q: 3 clusters Score -125166.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -125176.921875 Penalty: 3528.925537
	Iteration 36Q: 3 clusters Score -125176.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -125184.898438 Penalty: 3528.925537
	Iteration 37Q: 3 clusters Score -125184.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -125191.609375 Penalty: 3528.925537
	Iteration 38Q: 3 clusters Score -125191.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -125192.656250 Penalty: 3528.925537
	Iteration 39Q: 3 clusters Score -125192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -125192.656250 Penalty: 3528.925537
	Iteration 40F: 3 clusters Score -125192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 27501 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 207063 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 1516 members 
Mstep: Class 8 contains 86013 members 
Mstep: Class 10 contains 15298 members 
Mstep: Class 11 contains 10589 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224346 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34360 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 21 contains 203205 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12658 members 
Entering Unmasked Estep 
Score: -104282272.000000 Penalty: 64462.460938
Splitting cluster 4 changes total score from -104283568.000000 to -104282272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (207063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207063 members 
Entering Unmasked Estep 
Score: -25225830.000000 Penalty: 3035.712891
	Iteration 0F: 2 clusters Score -2.522583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103675 members 
Mstep: Class 2 contains 103388 members 
Entering Unmasked Estep 
Score: -25093106.000000 Penalty: 6071.425781
	Iteration 0F: 3 clusters Score -2.509311e+07 nChanged 99813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106392 members 
Mstep: Class 2 contains 100671 members 
Entering Unmasked Estep 
Score: -25152006.000000 Penalty: 6071.425781
	Iteration 1F: 3 clusters Score -2.515201e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108276 members 
Mstep: Class 2 contains 98787 members 
Entering Unmasked Estep 
Score: -25153098.000000 Penalty: 6071.425781
	Iteration 2Q: 3 clusters Score -2.51531e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111121 members 
Mstep: Class 2 contains 95942 members 
Entering Unmasked Estep 
Score: -25154838.000000 Penalty: 6071.425781
	Iteration 3Q: 3 clusters Score -2.515484e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115406 members 
Mstep: Class 2 contains 91657 members 
Entering Unmasked Estep 
Score: -25157810.000000 Penalty: 6071.425781
	Iteration 4Q: 3 clusters Score -2.515781e+07 nChanged 10069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121785 members 
Mstep: Class 2 contains 85278 members 
Entering Unmasked Estep 
Score: -25162136.000000 Penalty: 6071.425781
	Iteration 5Q: 3 clusters Score -2.516214e+07 nChanged 12540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130683 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -25169380.000000 Penalty: 6071.425781
	Iteration 6F: 3 clusters Score -2.516938e+07 nChanged 15005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142344 members 
Mstep: Class 2 contains 64719 members 
Entering Unmasked Estep 
Score: -25180520.000000 Penalty: 6071.425781
	Iteration 7F: 3 clusters Score -2.518052e+07 nChanged 15582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154922 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -25194822.000000 Penalty: 6071.425781
	Iteration 8F: 3 clusters Score -2.519482e+07 nChanged 12752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164478 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -25207188.000000 Penalty: 6071.425781
	Iteration 9F: 3 clusters Score -2.520719e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169654 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -25213236.000000 Penalty: 6071.425781
	Iteration 10Q: 3 clusters Score -2.521324e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172978 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -25215502.000000 Penalty: 6071.425781
	Iteration 11Q: 3 clusters Score -2.52155e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175866 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -25216754.000000 Penalty: 6071.425781
	Iteration 12Q: 3 clusters Score -2.521675e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178407 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -25217648.000000 Penalty: 6071.425781
	Iteration 13Q: 3 clusters Score -2.521765e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180833 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -25218258.000000 Penalty: 6071.425781
	Iteration 14Q: 3 clusters Score -2.521826e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183094 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -25219076.000000 Penalty: 6071.425781
	Iteration 15Q: 3 clusters Score -2.521908e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185295 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -25220064.000000 Penalty: 6071.425781
	Iteration 16Q: 3 clusters Score -2.522006e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187359 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -25220800.000000 Penalty: 6071.425781
	Iteration 17Q: 3 clusters Score -2.52208e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189205 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -25221364.000000 Penalty: 6071.425781
	Iteration 18Q: 3 clusters Score -2.522136e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190896 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -25222068.000000 Penalty: 6071.425781
	Iteration 19Q: 3 clusters Score -2.522207e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192477 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -25222578.000000 Penalty: 6071.425781
	Iteration 20F: 3 clusters Score -2.522258e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193884 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -25223062.000000 Penalty: 6071.425781
	Iteration 21Q: 3 clusters Score -2.522306e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195180 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -25223504.000000 Penalty: 6071.425781
	Iteration 22Q: 3 clusters Score -2.52235e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196299 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -25223774.000000 Penalty: 6071.425781
	Iteration 23Q: 3 clusters Score -2.522377e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197255 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -25224090.000000 Penalty: 6071.425781
	Iteration 24Q: 3 clusters Score -2.522409e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198105 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -25224224.000000 Penalty: 6071.425781
	Iteration 25Q: 3 clusters Score -2.522422e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198871 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -25224366.000000 Penalty: 6071.425781
	Iteration 26Q: 3 clusters Score -2.522437e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199543 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -25224490.000000 Penalty: 6071.425781
	Iteration 27Q: 3 clusters Score -2.522449e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200080 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -25224594.000000 Penalty: 6071.425781
	Iteration 28Q: 3 clusters Score -2.522459e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200514 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -25224540.000000 Penalty: 6071.425781
	Iteration 29Q: 3 clusters Score -2.522454e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200884 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -25224566.000000 Penalty: 6071.425781
	Iteration 30Q: 3 clusters Score -2.522457e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201184 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -25224624.000000 Penalty: 6071.425781
	Iteration 31Q: 3 clusters Score -2.522462e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201450 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -25224590.000000 Penalty: 6071.425781
	Iteration 32Q: 3 clusters Score -2.522459e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201687 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -25224648.000000 Penalty: 6071.425781
	Iteration 33Q: 3 clusters Score -2.522465e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201896 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -25224672.000000 Penalty: 6071.425781
	Iteration 34Q: 3 clusters Score -2.522467e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202066 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -25224684.000000 Penalty: 6071.425781
	Iteration 35Q: 3 clusters Score -2.522468e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202208 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -25224632.000000 Penalty: 6071.425781
	Iteration 36Q: 3 clusters Score -2.522463e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202343 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -25224648.000000 Penalty: 6071.425781
	Iteration 37Q: 3 clusters Score -2.522465e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202453 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -25224650.000000 Penalty: 6071.425781
	Iteration 38Q: 3 clusters Score -2.522465e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202545 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -25224614.000000 Penalty: 6071.425781
	Iteration 39Q: 3 clusters Score -2.522461e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202620 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -25224638.000000 Penalty: 6071.425781
	Iteration 40F: 3 clusters Score -2.522464e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202683 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -25224650.000000 Penalty: 6071.425781
	Iteration 41Q: 3 clusters Score -2.522465e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202743 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -25224658.000000 Penalty: 6071.425781
	Iteration 42Q: 3 clusters Score -2.522466e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202795 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -25224662.000000 Penalty: 6071.425781
	Iteration 43Q: 3 clusters Score -2.522466e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202831 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -25224654.000000 Penalty: 6071.425781
	Iteration 44Q: 3 clusters Score -2.522465e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202862 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -25224680.000000 Penalty: 6071.425781
	Iteration 45Q: 3 clusters Score -2.522468e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202883 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -25224690.000000 Penalty: 6071.425781
	Iteration 46Q: 3 clusters Score -2.522469e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202914 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -25224688.000000 Penalty: 6071.425781
	Iteration 47Q: 3 clusters Score -2.522469e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202948 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -25224702.000000 Penalty: 6071.425781
	Iteration 48Q: 3 clusters Score -2.52247e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202979 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -25224708.000000 Penalty: 6071.425781
	Iteration 49Q: 3 clusters Score -2.522471e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203004 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -25224674.000000 Penalty: 6071.425781
	Iteration 50Q: 3 clusters Score -2.522467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203015 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -25224678.000000 Penalty: 6071.425781
	Iteration 51Q: 3 clusters Score -2.522468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203023 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -25224688.000000 Penalty: 6071.425781
	Iteration 52Q: 3 clusters Score -2.522469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203029 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -25224684.000000 Penalty: 6071.425781
	Iteration 53Q: 3 clusters Score -2.522468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203034 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -25224694.000000 Penalty: 6071.425781
	Iteration 54Q: 3 clusters Score -2.522469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203038 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -25224688.000000 Penalty: 6071.425781
	Iteration 55Q: 3 clusters Score -2.522469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203046 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -25224694.000000 Penalty: 6071.425781
	Iteration 56Q: 3 clusters Score -2.522469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203049 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -25224686.000000 Penalty: 6071.425781
	Iteration 57Q: 3 clusters Score -2.522469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203051 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -25224690.000000 Penalty: 6071.425781
	Iteration 58Q: 3 clusters Score -2.522469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203054 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -25224694.000000 Penalty: 6071.425781
	Iteration 59Q: 3 clusters Score -2.522469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203057 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -25224692.000000 Penalty: 6071.425781
	Iteration 60F: 3 clusters Score -2.522469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203059 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -25224698.000000 Penalty: 6071.425781
	Iteration 61Q: 3 clusters Score -2.52247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203062 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -25224694.000000 Penalty: 6071.425781
	Iteration 62Q: 3 clusters Score -2.522469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203064 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -25224704.000000 Penalty: 6071.425781
	Iteration 63Q: 3 clusters Score -2.52247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203064 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -25224704.000000 Penalty: 6071.425781
	Iteration 64F: 3 clusters Score -2.52247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -173237.875000 Penalty: 1816.309937
	Iteration 0F: 2 clusters Score -173237.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -170927.328125 Penalty: 3632.619873
	Iteration 0F: 3 clusters Score -170927.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -171318.437500 Penalty: 3632.619873
	Iteration 1F: 3 clusters Score -171318.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -171436.515625 Penalty: 3632.619873
	Iteration 2F: 3 clusters Score -171436.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -171498.500000 Penalty: 3632.619873
	Iteration 3Q: 3 clusters Score -171498.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -171530.437500 Penalty: 3632.619873
	Iteration 4Q: 3 clusters Score -171530.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -171571.937500 Penalty: 3632.619873
	Iteration 5Q: 3 clusters Score -171571.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -171599.390625 Penalty: 3632.619873
	Iteration 6Q: 3 clusters Score -171599.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -171621.890625 Penalty: 3632.619873
	Iteration 7Q: 3 clusters Score -171621.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -171646.937500 Penalty: 3632.619873
	Iteration 8Q: 3 clusters Score -171646.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -171662.140625 Penalty: 3632.619873
	Iteration 9Q: 3 clusters Score -171662.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -171674.593750 Penalty: 3632.619873
	Iteration 10Q: 3 clusters Score -171674.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -171684.109375 Penalty: 3632.619873
	Iteration 11Q: 3 clusters Score -171684.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -171702.171875 Penalty: 3632.619873
	Iteration 12Q: 3 clusters Score -171702.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -171722.468750 Penalty: 3632.619873
	Iteration 13Q: 3 clusters Score -171722.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -171741.250000 Penalty: 3632.619873
	Iteration 14Q: 3 clusters Score -171741.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -171749.843750 Penalty: 3632.619873
	Iteration 15Q: 3 clusters Score -171749.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -171756.375000 Penalty: 3632.619873
	Iteration 16Q: 3 clusters Score -171756.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -171759.953125 Penalty: 3632.619873
	Iteration 17Q: 3 clusters Score -171760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -171770.906250 Penalty: 3632.619873
	Iteration 18Q: 3 clusters Score -171770.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -171776.359375 Penalty: 3632.619873
	Iteration 19Q: 3 clusters Score -171776.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -171785.625000 Penalty: 3632.619873
	Iteration 20F: 3 clusters Score -171785.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -171789.578125 Penalty: 3632.619873
	Iteration 21Q: 3 clusters Score -171789.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -171801.546875 Penalty: 3632.619873
	Iteration 22Q: 3 clusters Score -171801.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -171824.906250 Penalty: 3632.619873
	Iteration 23Q: 3 clusters Score -171824.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -171838.859375 Penalty: 3632.619873
	Iteration 24Q: 3 clusters Score -171838.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -171850.640625 Penalty: 3632.619873
	Iteration 25Q: 3 clusters Score -171850.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -171863.984375 Penalty: 3632.619873
	Iteration 26Q: 3 clusters Score -171864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -171875.000000 Penalty: 3632.619873
	Iteration 27Q: 3 clusters Score -171875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -171884.937500 Penalty: 3632.619873
	Iteration 28Q: 3 clusters Score -171884.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -171891.000000 Penalty: 3632.619873
	Iteration 29Q: 3 clusters Score -171891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -171897.203125 Penalty: 3632.619873
	Iteration 30Q: 3 clusters Score -171897.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -171906.671875 Penalty: 3632.619873
	Iteration 31Q: 3 clusters Score -171906.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -171912.531250 Penalty: 3632.619873
	Iteration 32Q: 3 clusters Score -171912.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -171915.078125 Penalty: 3632.619873
	Iteration 33Q: 3 clusters Score -171915.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -171916.781250 Penalty: 3632.619873
	Iteration 34Q: 3 clusters Score -171916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -171916.781250 Penalty: 3632.619873
	Iteration 35F: 3 clusters Score -171916.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (86013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86013 members 
Entering Unmasked Estep 
Score: -10536827.000000 Penalty: 2817.839111
	Iteration 0F: 2 clusters Score -1.053683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -10479082.000000 Penalty: 5635.678223
	Iteration 0F: 3 clusters Score -1.047908e+07 nChanged 40789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -10502257.000000 Penalty: 5635.678223
	Iteration 1F: 3 clusters Score -1.050226e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -10503119.000000 Penalty: 5635.678223
	Iteration 2Q: 3 clusters Score -1.050312e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -10504183.000000 Penalty: 5635.678223
	Iteration 3Q: 3 clusters Score -1.050418e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -10506244.000000 Penalty: 5635.678223
	Iteration 4Q: 3 clusters Score -1.050624e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -10509519.000000 Penalty: 5635.678223
	Iteration 5F: 3 clusters Score -1.050952e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -10514701.000000 Penalty: 5635.678223
	Iteration 6F: 3 clusters Score -1.05147e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65945 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -10521239.000000 Penalty: 5635.678223
	Iteration 7F: 3 clusters Score -1.052124e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71305 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -10527517.000000 Penalty: 5635.678223
	Iteration 8F: 3 clusters Score -1.052752e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74412 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -10531685.000000 Penalty: 5635.678223
	Iteration 9Q: 3 clusters Score -1.053168e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -10533294.000000 Penalty: 5635.678223
	Iteration 10Q: 3 clusters Score -1.053329e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76559 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -10533764.000000 Penalty: 5635.678223
	Iteration 11Q: 3 clusters Score -1.053376e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77174 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -10534031.000000 Penalty: 5635.678223
	Iteration 12Q: 3 clusters Score -1.053403e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77733 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -10534186.000000 Penalty: 5635.678223
	Iteration 13Q: 3 clusters Score -1.053419e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78241 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -10534347.000000 Penalty: 5635.678223
	Iteration 14Q: 3 clusters Score -1.053435e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78677 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -10534514.000000 Penalty: 5635.678223
	Iteration 15Q: 3 clusters Score -1.053451e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79077 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -10534619.000000 Penalty: 5635.678223
	Iteration 16Q: 3 clusters Score -1.053462e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79440 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -10534734.000000 Penalty: 5635.678223
	Iteration 17Q: 3 clusters Score -1.053473e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79797 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -10534830.000000 Penalty: 5635.678223
	Iteration 18Q: 3 clusters Score -1.053483e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80095 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -10534865.000000 Penalty: 5635.678223
	Iteration 19Q: 3 clusters Score -1.053486e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80342 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -10534897.000000 Penalty: 5635.678223
	Iteration 20F: 3 clusters Score -1.05349e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80574 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -10534949.000000 Penalty: 5635.678223
	Iteration 21Q: 3 clusters Score -1.053495e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80775 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -10535028.000000 Penalty: 5635.678223
	Iteration 22Q: 3 clusters Score -1.053503e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80981 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -10535100.000000 Penalty: 5635.678223
	Iteration 23Q: 3 clusters Score -1.05351e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81182 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -10535092.000000 Penalty: 5635.678223
	Iteration 24Q: 3 clusters Score -1.053509e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -10535120.000000 Penalty: 5635.678223
	Iteration 25Q: 3 clusters Score -1.053512e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81559 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -10535189.000000 Penalty: 5635.678223
	Iteration 26Q: 3 clusters Score -1.053519e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -10535190.000000 Penalty: 5635.678223
	Iteration 27Q: 3 clusters Score -1.053519e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81889 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -10535261.000000 Penalty: 5635.678223
	Iteration 28Q: 3 clusters Score -1.053526e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -10535317.000000 Penalty: 5635.678223
	Iteration 29Q: 3 clusters Score -1.053532e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82127 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -10535310.000000 Penalty: 5635.678223
	Iteration 30Q: 3 clusters Score -1.053531e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -10535327.000000 Penalty: 5635.678223
	Iteration 31Q: 3 clusters Score -1.053533e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82292 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -10535354.000000 Penalty: 5635.678223
	Iteration 32Q: 3 clusters Score -1.053535e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82360 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -10535378.000000 Penalty: 5635.678223
	Iteration 33Q: 3 clusters Score -1.053538e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -10535388.000000 Penalty: 5635.678223
	Iteration 34Q: 3 clusters Score -1.053539e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82444 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -10535404.000000 Penalty: 5635.678223
	Iteration 35Q: 3 clusters Score -1.05354e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82482 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -10535398.000000 Penalty: 5635.678223
	Iteration 36Q: 3 clusters Score -1.05354e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82512 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -10535397.000000 Penalty: 5635.678223
	Iteration 37Q: 3 clusters Score -1.05354e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -10535386.000000 Penalty: 5635.678223
	Iteration 38Q: 3 clusters Score -1.053539e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82562 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -10535401.000000 Penalty: 5635.678223
	Iteration 39Q: 3 clusters Score -1.05354e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -10535409.000000 Penalty: 5635.678223
	Iteration 40F: 3 clusters Score -1.053541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82598 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -10535403.000000 Penalty: 5635.678223
	Iteration 41Q: 3 clusters Score -1.05354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82609 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -10535410.000000 Penalty: 5635.678223
	Iteration 42Q: 3 clusters Score -1.053541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82618 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -10535419.000000 Penalty: 5635.678223
	Iteration 43Q: 3 clusters Score -1.053542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82630 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -10535405.000000 Penalty: 5635.678223
	Iteration 44Q: 3 clusters Score -1.05354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82643 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -10535418.000000 Penalty: 5635.678223
	Iteration 45Q: 3 clusters Score -1.053542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -10535418.000000 Penalty: 5635.678223
	Iteration 46Q: 3 clusters Score -1.053542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82669 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -10535417.000000 Penalty: 5635.678223
	Iteration 47Q: 3 clusters Score -1.053542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -10535434.000000 Penalty: 5635.678223
	Iteration 48Q: 3 clusters Score -1.053543e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82698 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -10535431.000000 Penalty: 5635.678223
	Iteration 49Q: 3 clusters Score -1.053543e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -10535434.000000 Penalty: 5635.678223
	Iteration 50Q: 3 clusters Score -1.053543e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -10535426.000000 Penalty: 5635.678223
	Iteration 51Q: 3 clusters Score -1.053543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82751 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -10535429.000000 Penalty: 5635.678223
	Iteration 52Q: 3 clusters Score -1.053543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -10535427.000000 Penalty: 5635.678223
	Iteration 53Q: 3 clusters Score -1.053543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -10535417.000000 Penalty: 5635.678223
	Iteration 54Q: 3 clusters Score -1.053542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82801 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -10535431.000000 Penalty: 5635.678223
	Iteration 55Q: 3 clusters Score -1.053543e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82815 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -10535436.000000 Penalty: 5635.678223
	Iteration 56Q: 3 clusters Score -1.053544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82823 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -10535437.000000 Penalty: 5635.678223
	Iteration 57Q: 3 clusters Score -1.053544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82833 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -10535441.000000 Penalty: 5635.678223
	Iteration 58Q: 3 clusters Score -1.053544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -10535447.000000 Penalty: 5635.678223
	Iteration 59Q: 3 clusters Score -1.053545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -10535445.000000 Penalty: 5635.678223
	Iteration 60F: 3 clusters Score -1.053544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Entering Unmasked Estep 
Score: -1838618.375000 Penalty: 2389.598389
	Iteration 0F: 2 clusters Score -1838618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1827486.125000 Penalty: 4779.196777
	Iteration 0F: 3 clusters Score -1827486 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1830951.375000 Penalty: 4779.196777
	Iteration 1F: 3 clusters Score -1830951 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1831286.750000 Penalty: 4779.196777
	Iteration 2F: 3 clusters Score -1831287 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1831545.875000 Penalty: 4779.196777
	Iteration 3Q: 3 clusters Score -1831546 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1831742.500000 Penalty: 4779.196777
	Iteration 4Q: 3 clusters Score -1831742 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1831948.250000 Penalty: 4779.196777
	Iteration 5Q: 3 clusters Score -1831948 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1832155.375000 Penalty: 4779.196777
	Iteration 6Q: 3 clusters Score -1832155 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1832415.500000 Penalty: 4779.196777
	Iteration 7Q: 3 clusters Score -1832416 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1832731.500000 Penalty: 4779.196777
	Iteration 8Q: 3 clusters Score -1832732 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1833131.250000 Penalty: 4779.196777
	Iteration 9Q: 3 clusters Score -1833131 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1833617.625000 Penalty: 4779.196777
	Iteration 10Q: 3 clusters Score -1833618 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1834214.125000 Penalty: 4779.196777
	Iteration 11F: 3 clusters Score -1834214 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1834844.875000 Penalty: 4779.196777
	Iteration 12Q: 3 clusters Score -1834845 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1835401.875000 Penalty: 4779.196777
	Iteration 13Q: 3 clusters Score -1835402 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1835826.125000 Penalty: 4779.196777
	Iteration 14Q: 3 clusters Score -1835826 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1836100.000000 Penalty: 4779.196777
	Iteration 15Q: 3 clusters Score -1836100 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1836304.625000 Penalty: 4779.196777
	Iteration 16Q: 3 clusters Score -1836305 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1836441.000000 Penalty: 4779.196777
	Iteration 17Q: 3 clusters Score -1836441 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1836546.000000 Penalty: 4779.196777
	Iteration 18Q: 3 clusters Score -1836546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1836590.875000 Penalty: 4779.196777
	Iteration 19Q: 3 clusters Score -1836591 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1836618.500000 Penalty: 4779.196777
	Iteration 20F: 3 clusters Score -1836618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1836653.250000 Penalty: 4779.196777
	Iteration 21Q: 3 clusters Score -1836653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1836667.875000 Penalty: 4779.196777
	Iteration 22Q: 3 clusters Score -1836668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1836676.625000 Penalty: 4779.196777
	Iteration 23Q: 3 clusters Score -1836677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1836676.625000 Penalty: 4779.196777
	Iteration 24Q: 3 clusters Score -1836677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1836683.125000 Penalty: 4779.196777
	Iteration 25Q: 3 clusters Score -1836683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1836689.500000 Penalty: 4779.196777
	Iteration 26Q: 3 clusters Score -1836690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1836689.000000 Penalty: 4779.196777
	Iteration 27Q: 3 clusters Score -1836689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1836690.875000 Penalty: 4779.196777
	Iteration 28Q: 3 clusters Score -1836691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1836695.000000 Penalty: 4779.196777
	Iteration 29Q: 3 clusters Score -1836695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1836695.000000 Penalty: 4779.196777
	Iteration 30F: 3 clusters Score -1836695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Entering Unmasked Estep 
Score: -1230952.375000 Penalty: 2298.357666
	Iteration 0F: 2 clusters Score -1230952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1222917.250000 Penalty: 4596.715332
	Iteration 0F: 3 clusters Score -1222917 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1225227.875000 Penalty: 4596.715332
	Iteration 1F: 3 clusters Score -1225228 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1225503.000000 Penalty: 4596.715332
	Iteration 2F: 3 clusters Score -1225503 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1225731.375000 Penalty: 4596.715332
	Iteration 3Q: 3 clusters Score -1225731 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1225917.625000 Penalty: 4596.715332
	Iteration 4Q: 3 clusters Score -1225918 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1226093.500000 Penalty: 4596.715332
	Iteration 5Q: 3 clusters Score -1226094 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1226248.750000 Penalty: 4596.715332
	Iteration 6Q: 3 clusters Score -1226249 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1226394.000000 Penalty: 4596.715332
	Iteration 7Q: 3 clusters Score -1226394 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1226543.000000 Penalty: 4596.715332
	Iteration 8Q: 3 clusters Score -1226543 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1226685.750000 Penalty: 4596.715332
	Iteration 9Q: 3 clusters Score -1226686 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1226807.125000 Penalty: 4596.715332
	Iteration 10Q: 3 clusters Score -1226807 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1226959.000000 Penalty: 4596.715332
	Iteration 11Q: 3 clusters Score -1226959 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1227148.125000 Penalty: 4596.715332
	Iteration 12Q: 3 clusters Score -1227148 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1227380.500000 Penalty: 4596.715332
	Iteration 13Q: 3 clusters Score -1227380 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1227668.625000 Penalty: 4596.715332
	Iteration 14Q: 3 clusters Score -1227669 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1227974.375000 Penalty: 4596.715332
	Iteration 15Q: 3 clusters Score -1227974 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1228251.500000 Penalty: 4596.715332
	Iteration 16Q: 3 clusters Score -1228252 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1228517.625000 Penalty: 4596.715332
	Iteration 17Q: 3 clusters Score -1228518 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1228725.500000 Penalty: 4596.715332
	Iteration 18Q: 3 clusters Score -1228726 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1228878.750000 Penalty: 4596.715332
	Iteration 19Q: 3 clusters Score -1228879 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1229008.375000 Penalty: 4596.715332
	Iteration 20F: 3 clusters Score -1229008 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1229100.000000 Penalty: 4596.715332
	Iteration 21Q: 3 clusters Score -1229100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1229148.125000 Penalty: 4596.715332
	Iteration 22Q: 3 clusters Score -1229148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1229179.125000 Penalty: 4596.715332
	Iteration 23Q: 3 clusters Score -1229179 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1229214.375000 Penalty: 4596.715332
	Iteration 24Q: 3 clusters Score -1229214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1229249.875000 Penalty: 4596.715332
	Iteration 25Q: 3 clusters Score -1229250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1229268.500000 Penalty: 4596.715332
	Iteration 26Q: 3 clusters Score -1229268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1229283.750000 Penalty: 4596.715332
	Iteration 27Q: 3 clusters Score -1229284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1229301.125000 Penalty: 4596.715332
	Iteration 28Q: 3 clusters Score -1229301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1229312.750000 Penalty: 4596.715332
	Iteration 29Q: 3 clusters Score -1229313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1229320.125000 Penalty: 4596.715332
	Iteration 30Q: 3 clusters Score -1229320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1229329.625000 Penalty: 4596.715332
	Iteration 31Q: 3 clusters Score -1229330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1229329.250000 Penalty: 4596.715332
	Iteration 32Q: 3 clusters Score -1229329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1229331.750000 Penalty: 4596.715332
	Iteration 33Q: 3 clusters Score -1229332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1229331.750000 Penalty: 4596.715332
	Iteration 34F: 3 clusters Score -1229332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -63321.246094 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -63321.25 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 314 members 
Entering Unmasked Estep 
Score: -61747.777344 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -61747.78 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -62173.468750 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -62173.47 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -62360.238281 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -62360.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62418.304688 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -62418.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -62498.890625 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -62498.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -62528.386719 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -62528.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -62559.207031 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -62559.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -62583.921875 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -62583.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -62600.367188 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -62600.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -62613.578125 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -62613.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -62620.441406 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -62620.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -62623.222656 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -62623.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -62650.152344 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -62650.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -62659.742188 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -62659.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -62663.042969 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -62663.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -62663.042969 Penalty: 3199.433350
	Iteration 15F: 3 clusters Score -62663.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (224346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224346 members 
Entering Unmasked Estep 
Score: -27193000.000000 Penalty: 3055.594238
	Iteration 0F: 2 clusters Score -2.7193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112003 members 
Mstep: Class 2 contains 112343 members 
Entering Unmasked Estep 
Score: -27047864.000000 Penalty: 6111.188477
	Iteration 0F: 3 clusters Score -2.704786e+07 nChanged 107984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108311 members 
Mstep: Class 2 contains 116035 members 
Entering Unmasked Estep 
Score: -27111504.000000 Penalty: 6111.188477
	Iteration 1F: 3 clusters Score -2.71115e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105637 members 
Mstep: Class 2 contains 118709 members 
Entering Unmasked Estep 
Score: -27113346.000000 Penalty: 6111.188477
	Iteration 2Q: 3 clusters Score -2.711335e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101633 members 
Mstep: Class 2 contains 122713 members 
Entering Unmasked Estep 
Score: -27116356.000000 Penalty: 6111.188477
	Iteration 3Q: 3 clusters Score -2.711636e+07 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95374 members 
Mstep: Class 2 contains 128972 members 
Entering Unmasked Estep 
Score: -27121354.000000 Penalty: 6111.188477
	Iteration 4Q: 3 clusters Score -2.712135e+07 nChanged 14395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85805 members 
Mstep: Class 2 contains 138541 members 
Entering Unmasked Estep 
Score: -27130482.000000 Penalty: 6111.188477
	Iteration 5F: 3 clusters Score -2.713048e+07 nChanged 17146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73213 members 
Mstep: Class 2 contains 151133 members 
Entering Unmasked Estep 
Score: -27143514.000000 Penalty: 6111.188477
	Iteration 6F: 3 clusters Score -2.714351e+07 nChanged 17631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 164454 members 
Entering Unmasked Estep 
Score: -27159620.000000 Penalty: 6111.188477
	Iteration 7F: 3 clusters Score -2.715962e+07 nChanged 14253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 174275 members 
Entering Unmasked Estep 
Score: -27172940.000000 Penalty: 6111.188477
	Iteration 8F: 3 clusters Score -2.717294e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 179716 members 
Entering Unmasked Estep 
Score: -27179582.000000 Penalty: 6111.188477
	Iteration 9Q: 3 clusters Score -2.717958e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 183343 members 
Entering Unmasked Estep 
Score: -27182130.000000 Penalty: 6111.188477
	Iteration 10Q: 3 clusters Score -2.718213e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 186388 members 
Entering Unmasked Estep 
Score: -27183316.000000 Penalty: 6111.188477
	Iteration 11Q: 3 clusters Score -2.718332e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 189274 members 
Entering Unmasked Estep 
Score: -27184308.000000 Penalty: 6111.188477
	Iteration 12Q: 3 clusters Score -2.718431e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 191959 members 
Entering Unmasked Estep 
Score: -27185172.000000 Penalty: 6111.188477
	Iteration 13Q: 3 clusters Score -2.718517e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 194435 members 
Entering Unmasked Estep 
Score: -27185882.000000 Penalty: 6111.188477
	Iteration 14Q: 3 clusters Score -2.718588e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 196830 members 
Entering Unmasked Estep 
Score: -27186656.000000 Penalty: 6111.188477
	Iteration 15Q: 3 clusters Score -2.718666e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 199073 members 
Entering Unmasked Estep 
Score: -27187266.000000 Penalty: 6111.188477
	Iteration 16Q: 3 clusters Score -2.718727e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 201169 members 
Entering Unmasked Estep 
Score: -27187746.000000 Penalty: 6111.188477
	Iteration 17Q: 3 clusters Score -2.718775e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 203116 members 
Entering Unmasked Estep 
Score: -27188326.000000 Penalty: 6111.188477
	Iteration 18Q: 3 clusters Score -2.718833e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 204933 members 
Entering Unmasked Estep 
Score: -27188882.000000 Penalty: 6111.188477
	Iteration 19Q: 3 clusters Score -2.718888e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 206634 members 
Entering Unmasked Estep 
Score: -27189314.000000 Penalty: 6111.188477
	Iteration 20F: 3 clusters Score -2.718931e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 208175 members 
Entering Unmasked Estep 
Score: -27189568.000000 Penalty: 6111.188477
	Iteration 21Q: 3 clusters Score -2.718957e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 209563 members 
Entering Unmasked Estep 
Score: -27189824.000000 Penalty: 6111.188477
	Iteration 22Q: 3 clusters Score -2.718982e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 210814 members 
Entering Unmasked Estep 
Score: -27190078.000000 Penalty: 6111.188477
	Iteration 23Q: 3 clusters Score -2.719008e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 211953 members 
Entering Unmasked Estep 
Score: -27190322.000000 Penalty: 6111.188477
	Iteration 24Q: 3 clusters Score -2.719032e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 213004 members 
Entering Unmasked Estep 
Score: -27190404.000000 Penalty: 6111.188477
	Iteration 25Q: 3 clusters Score -2.71904e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 213911 members 
Entering Unmasked Estep 
Score: -27190490.000000 Penalty: 6111.188477
	Iteration 26Q: 3 clusters Score -2.719049e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 214746 members 
Entering Unmasked Estep 
Score: -27190560.000000 Penalty: 6111.188477
	Iteration 27Q: 3 clusters Score -2.719056e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 215501 members 
Entering Unmasked Estep 
Score: -27190782.000000 Penalty: 6111.188477
	Iteration 28Q: 3 clusters Score -2.719078e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 216178 members 
Entering Unmasked Estep 
Score: -27190974.000000 Penalty: 6111.188477
	Iteration 29Q: 3 clusters Score -2.719097e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 216812 members 
Entering Unmasked Estep 
Score: -27191030.000000 Penalty: 6111.188477
	Iteration 30Q: 3 clusters Score -2.719103e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 217340 members 
Entering Unmasked Estep 
Score: -27191068.000000 Penalty: 6111.188477
	Iteration 31Q: 3 clusters Score -2.719107e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 217813 members 
Entering Unmasked Estep 
Score: -27191200.000000 Penalty: 6111.188477
	Iteration 32Q: 3 clusters Score -2.71912e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 218259 members 
Entering Unmasked Estep 
Score: -27191108.000000 Penalty: 6111.188477
	Iteration 33Q: 3 clusters Score -2.719111e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 218669 members 
Entering Unmasked Estep 
Score: -27191066.000000 Penalty: 6111.188477
	Iteration 34Q: 3 clusters Score -2.719107e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 219030 members 
Entering Unmasked Estep 
Score: -27191102.000000 Penalty: 6111.188477
	Iteration 35Q: 3 clusters Score -2.71911e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 219339 members 
Entering Unmasked Estep 
Score: -27191150.000000 Penalty: 6111.188477
	Iteration 36Q: 3 clusters Score -2.719115e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 219615 members 
Entering Unmasked Estep 
Score: -27191158.000000 Penalty: 6111.188477
	Iteration 37Q: 3 clusters Score -2.719116e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 219848 members 
Entering Unmasked Estep 
Score: -27191166.000000 Penalty: 6111.188477
	Iteration 38Q: 3 clusters Score -2.719117e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 220056 members 
Entering Unmasked Estep 
Score: -27191160.000000 Penalty: 6111.188477
	Iteration 39Q: 3 clusters Score -2.719116e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 220245 members 
Entering Unmasked Estep 
Score: -27191196.000000 Penalty: 6111.188477
	Iteration 40F: 3 clusters Score -2.71912e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 220404 members 
Entering Unmasked Estep 
Score: -27191264.000000 Penalty: 6111.188477
	Iteration 41Q: 3 clusters Score -2.719126e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 220546 members 
Entering Unmasked Estep 
Score: -27191252.000000 Penalty: 6111.188477
	Iteration 42Q: 3 clusters Score -2.719125e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 220679 members 
Entering Unmasked Estep 
Score: -27191280.000000 Penalty: 6111.188477
	Iteration 43Q: 3 clusters Score -2.719128e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 220790 members 
Entering Unmasked Estep 
Score: -27191258.000000 Penalty: 6111.188477
	Iteration 44Q: 3 clusters Score -2.719126e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 220879 members 
Entering Unmasked Estep 
Score: -27191228.000000 Penalty: 6111.188477
	Iteration 45Q: 3 clusters Score -2.719123e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 220964 members 
Entering Unmasked Estep 
Score: -27191236.000000 Penalty: 6111.188477
	Iteration 46Q: 3 clusters Score -2.719124e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 221036 members 
Entering Unmasked Estep 
Score: -27191258.000000 Penalty: 6111.188477
	Iteration 47Q: 3 clusters Score -2.719126e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 221104 members 
Entering Unmasked Estep 
Score: -27191302.000000 Penalty: 6111.188477
	Iteration 48Q: 3 clusters Score -2.71913e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 221170 members 
Entering Unmasked Estep 
Score: -27191276.000000 Penalty: 6111.188477
	Iteration 49Q: 3 clusters Score -2.719128e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 221220 members 
Entering Unmasked Estep 
Score: -27191312.000000 Penalty: 6111.188477
	Iteration 50Q: 3 clusters Score -2.719131e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 221266 members 
Entering Unmasked Estep 
Score: -27191322.000000 Penalty: 6111.188477
	Iteration 51Q: 3 clusters Score -2.719132e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 221299 members 
Entering Unmasked Estep 
Score: -27191344.000000 Penalty: 6111.188477
	Iteration 52Q: 3 clusters Score -2.719134e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 221331 members 
Entering Unmasked Estep 
Score: -27191360.000000 Penalty: 6111.188477
	Iteration 53Q: 3 clusters Score -2.719136e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 221357 members 
Entering Unmasked Estep 
Score: -27191358.000000 Penalty: 6111.188477
	Iteration 54Q: 3 clusters Score -2.719136e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 221385 members 
Entering Unmasked Estep 
Score: -27191352.000000 Penalty: 6111.188477
	Iteration 55Q: 3 clusters Score -2.719135e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 221419 members 
Entering Unmasked Estep 
Score: -27191360.000000 Penalty: 6111.188477
	Iteration 56Q: 3 clusters Score -2.719136e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 221452 members 
Entering Unmasked Estep 
Score: -27191368.000000 Penalty: 6111.188477
	Iteration 57Q: 3 clusters Score -2.719137e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 221481 members 
Entering Unmasked Estep 
Score: -27191392.000000 Penalty: 6111.188477
	Iteration 58Q: 3 clusters Score -2.719139e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 221507 members 
Entering Unmasked Estep 
Score: -27191388.000000 Penalty: 6111.188477
	Iteration 59Q: 3 clusters Score -2.719139e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 221532 members 
Entering Unmasked Estep 
Score: -27191380.000000 Penalty: 6111.188477
	Iteration 60F: 3 clusters Score -2.719138e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 221560 members 
Entering Unmasked Estep 
Score: -27191370.000000 Penalty: 6111.188477
	Iteration 61Q: 3 clusters Score -2.719137e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 221583 members 
Entering Unmasked Estep 
Score: -27191382.000000 Penalty: 6111.188477
	Iteration 62Q: 3 clusters Score -2.719138e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 221594 members 
Entering Unmasked Estep 
Score: -27191378.000000 Penalty: 6111.188477
	Iteration 63Q: 3 clusters Score -2.719138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 221613 members 
Entering Unmasked Estep 
Score: -27191398.000000 Penalty: 6111.188477
	Iteration 64Q: 3 clusters Score -2.71914e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 221634 members 
Entering Unmasked Estep 
Score: -27191372.000000 Penalty: 6111.188477
	Iteration 65Q: 3 clusters Score -2.719137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 221645 members 
Entering Unmasked Estep 
Score: -27191366.000000 Penalty: 6111.188477
	Iteration 66Q: 3 clusters Score -2.719137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 221649 members 
Entering Unmasked Estep 
Score: -27191366.000000 Penalty: 6111.188477
	Iteration 67Q: 3 clusters Score -2.719137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 221654 members 
Entering Unmasked Estep 
Score: -27191360.000000 Penalty: 6111.188477
	Iteration 68Q: 3 clusters Score -2.719136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 221661 members 
Entering Unmasked Estep 
Score: -27191364.000000 Penalty: 6111.188477
	Iteration 69Q: 3 clusters Score -2.719136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 221668 members 
Entering Unmasked Estep 
Score: -27191388.000000 Penalty: 6111.188477
	Iteration 70Q: 3 clusters Score -2.719139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 221676 members 
Entering Unmasked Estep 
Score: -27191400.000000 Penalty: 6111.188477
	Iteration 71Q: 3 clusters Score -2.71914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 221691 members 
Entering Unmasked Estep 
Score: -27191392.000000 Penalty: 6111.188477
	Iteration 72Q: 3 clusters Score -2.719139e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 221702 members 
Entering Unmasked Estep 
Score: -27191382.000000 Penalty: 6111.188477
	Iteration 73Q: 3 clusters Score -2.719138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 221714 members 
Entering Unmasked Estep 
Score: -27191408.000000 Penalty: 6111.188477
	Iteration 74Q: 3 clusters Score -2.719141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 221727 members 
Entering Unmasked Estep 
Score: -27191420.000000 Penalty: 6111.188477
	Iteration 75Q: 3 clusters Score -2.719142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 221737 members 
Entering Unmasked Estep 
Score: -27191404.000000 Penalty: 6111.188477
	Iteration 76Q: 3 clusters Score -2.71914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 221744 members 
Entering Unmasked Estep 
Score: -27191422.000000 Penalty: 6111.188477
	Iteration 77Q: 3 clusters Score -2.719142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 221748 members 
Entering Unmasked Estep 
Score: -27191396.000000 Penalty: 6111.188477
	Iteration 78Q: 3 clusters Score -2.71914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 221753 members 
Entering Unmasked Estep 
Score: -27191378.000000 Penalty: 6111.188477
	Iteration 79Q: 3 clusters Score -2.719138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 221760 members 
Entering Unmasked Estep 
Score: -27191406.000000 Penalty: 6111.188477
	Iteration 80F: 3 clusters Score -2.719141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 221767 members 
Entering Unmasked Estep 
Score: -27191398.000000 Penalty: 6111.188477
	Iteration 81Q: 3 clusters Score -2.71914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 221770 members 
Entering Unmasked Estep 
Score: -27191408.000000 Penalty: 6111.188477
	Iteration 82Q: 3 clusters Score -2.719141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 221775 members 
Entering Unmasked Estep 
Score: -27191408.000000 Penalty: 6111.188477
	Iteration 83Q: 3 clusters Score -2.719141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 221778 members 
Entering Unmasked Estep 
Score: -27191416.000000 Penalty: 6111.188477
	Iteration 84Q: 3 clusters Score -2.719142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 221782 members 
Entering Unmasked Estep 
Score: -27191406.000000 Penalty: 6111.188477
	Iteration 85Q: 3 clusters Score -2.719141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 221785 members 
Entering Unmasked Estep 
Score: -27191404.000000 Penalty: 6111.188477
	Iteration 86Q: 3 clusters Score -2.71914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 221787 members 
Entering Unmasked Estep 
Score: -27191412.000000 Penalty: 6111.188477
	Iteration 87Q: 3 clusters Score -2.719141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 221787 members 
Entering Unmasked Estep 
Score: -27191412.000000 Penalty: 6111.188477
	Iteration 88F: 3 clusters Score -2.719141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -51955.261719 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -51955.26 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 310 members 
Entering Unmasked Estep 
Score: -50390.300781 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -50390.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50650.152344 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -50650.15 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -50783.660156 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -50783.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50878.128906 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -50878.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -50914.339844 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -50914.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -50988.414062 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -50988.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -51073.144531 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -51073.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -51112.070312 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -51112.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -51141.097656 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -51141.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -51158.777344 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -51158.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -51169.531250 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -51169.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -51171.703125 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -51171.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -51175.878906 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -51175.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -51175.878906 Penalty: 3184.317383
	Iteration 13F: 3 clusters Score -51175.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Entering Unmasked Estep 
Score: -437564.687500 Penalty: 2049.242676
	Iteration 0F: 2 clusters Score -437564.7 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 1996 members 
Entering Unmasked Estep 
Score: -433758.218750 Penalty: 4098.485352
	Iteration 0F: 3 clusters Score -433758.2 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -434590.906250 Penalty: 4098.485352
	Iteration 1F: 3 clusters Score -434590.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -434830.812500 Penalty: 4098.485352
	Iteration 2F: 3 clusters Score -434830.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -435045.656250 Penalty: 4098.485352
	Iteration 3F: 3 clusters Score -435045.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -435288.093750 Penalty: 4098.485352
	Iteration 4F: 3 clusters Score -435288.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -435569.593750 Penalty: 4098.485352
	Iteration 5F: 3 clusters Score -435569.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -435836.000000 Penalty: 4098.485352
	Iteration 6F: 3 clusters Score -435836 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -436047.062500 Penalty: 4098.485352
	Iteration 7F: 3 clusters Score -436047.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -436195.156250 Penalty: 4098.485352
	Iteration 8Q: 3 clusters Score -436195.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -436306.125000 Penalty: 4098.485352
	Iteration 9Q: 3 clusters Score -436306.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -436388.218750 Penalty: 4098.485352
	Iteration 10Q: 3 clusters Score -436388.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -436441.781250 Penalty: 4098.485352
	Iteration 11Q: 3 clusters Score -436441.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -436479.750000 Penalty: 4098.485352
	Iteration 12Q: 3 clusters Score -436479.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -436507.187500 Penalty: 4098.485352
	Iteration 13Q: 3 clusters Score -436507.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -436525.062500 Penalty: 4098.485352
	Iteration 14Q: 3 clusters Score -436525.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -436534.062500 Penalty: 4098.485352
	Iteration 15Q: 3 clusters Score -436534.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -436542.375000 Penalty: 4098.485352
	Iteration 16Q: 3 clusters Score -436542.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -436543.500000 Penalty: 4098.485352
	Iteration 17Q: 3 clusters Score -436543.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -436544.781250 Penalty: 4098.485352
	Iteration 18Q: 3 clusters Score -436544.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -436546.343750 Penalty: 4098.485352
	Iteration 19Q: 3 clusters Score -436546.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -436547.125000 Penalty: 4098.485352
	Iteration 20F: 3 clusters Score -436547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -436547.531250 Penalty: 4098.485352
	Iteration 21Q: 3 clusters Score -436547.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -436547.531250 Penalty: 4098.485352
	Iteration 22F: 3 clusters Score -436547.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Entering Unmasked Estep 
Score: -4238268.000000 Penalty: 2590.272949
	Iteration 0F: 2 clusters Score -4238268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -4214840.500000 Penalty: 5180.545898
	Iteration 0F: 3 clusters Score -4214840 nChanged 15538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -4223369.500000 Penalty: 5180.545898
	Iteration 1F: 3 clusters Score -4223370 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -4223942.500000 Penalty: 5180.545898
	Iteration 2Q: 3 clusters Score -4223942 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -4224601.000000 Penalty: 5180.545898
	Iteration 3Q: 3 clusters Score -4224601 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -4225446.000000 Penalty: 5180.545898
	Iteration 4Q: 3 clusters Score -4225446 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -4226658.000000 Penalty: 5180.545898
	Iteration 5F: 3 clusters Score -4226658 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -4228454.500000 Penalty: 5180.545898
	Iteration 6F: 3 clusters Score -4228454 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -4230651.500000 Penalty: 5180.545898
	Iteration 7F: 3 clusters Score -4230652 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -4232890.000000 Penalty: 5180.545898
	Iteration 8F: 3 clusters Score -4232890 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -4234360.500000 Penalty: 5180.545898
	Iteration 9Q: 3 clusters Score -4234360 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -4234991.000000 Penalty: 5180.545898
	Iteration 10Q: 3 clusters Score -4234991 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -4235259.000000 Penalty: 5180.545898
	Iteration 11Q: 3 clusters Score -4235259 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -4235416.000000 Penalty: 5180.545898
	Iteration 12Q: 3 clusters Score -4235416 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -4235516.000000 Penalty: 5180.545898
	Iteration 13Q: 3 clusters Score -4235516 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -4235584.000000 Penalty: 5180.545898
	Iteration 14Q: 3 clusters Score -4235584 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -4235649.000000 Penalty: 5180.545898
	Iteration 15Q: 3 clusters Score -4235649 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -4235688.500000 Penalty: 5180.545898
	Iteration 16Q: 3 clusters Score -4235688 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -4235719.000000 Penalty: 5180.545898
	Iteration 17Q: 3 clusters Score -4235719 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -4235754.000000 Penalty: 5180.545898
	Iteration 18Q: 3 clusters Score -4235754 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -4235778.000000 Penalty: 5180.545898
	Iteration 19Q: 3 clusters Score -4235778 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -4235793.000000 Penalty: 5180.545898
	Iteration 20F: 3 clusters Score -4235793 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -4235810.000000 Penalty: 5180.545898
	Iteration 21Q: 3 clusters Score -4235810 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -4235826.500000 Penalty: 5180.545898
	Iteration 22Q: 3 clusters Score -4235826 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -4235844.000000 Penalty: 5180.545898
	Iteration 23Q: 3 clusters Score -4235844 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -4235866.500000 Penalty: 5180.545898
	Iteration 24Q: 3 clusters Score -4235866 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -4235885.500000 Penalty: 5180.545898
	Iteration 25Q: 3 clusters Score -4235886 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -4235899.500000 Penalty: 5180.545898
	Iteration 26Q: 3 clusters Score -4235900 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -4235926.000000 Penalty: 5180.545898
	Iteration 27Q: 3 clusters Score -4235926 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4235930.000000 Penalty: 5180.545898
	Iteration 28Q: 3 clusters Score -4235930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4235948.500000 Penalty: 5180.545898
	Iteration 29Q: 3 clusters Score -4235948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -4235952.500000 Penalty: 5180.545898
	Iteration 30Q: 3 clusters Score -4235952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4235967.500000 Penalty: 5180.545898
	Iteration 31Q: 3 clusters Score -4235968 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -4235971.000000 Penalty: 5180.545898
	Iteration 32Q: 3 clusters Score -4235971 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -4235996.000000 Penalty: 5180.545898
	Iteration 33Q: 3 clusters Score -4235996 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4236007.000000 Penalty: 5180.545898
	Iteration 34Q: 3 clusters Score -4236007 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4236007.000000 Penalty: 5180.545898
	Iteration 35Q: 3 clusters Score -4236007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4236013.500000 Penalty: 5180.545898
	Iteration 36Q: 3 clusters Score -4236014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -4236006.500000 Penalty: 5180.545898
	Iteration 37Q: 3 clusters Score -4236006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4236022.000000 Penalty: 5180.545898
	Iteration 38Q: 3 clusters Score -4236022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4236022.500000 Penalty: 5180.545898
	Iteration 39Q: 3 clusters Score -4236022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4236028.500000 Penalty: 5180.545898
	Iteration 40F: 3 clusters Score -4236028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4236033.500000 Penalty: 5180.545898
	Iteration 41Q: 3 clusters Score -4236034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4236034.500000 Penalty: 5180.545898
	Iteration 42Q: 3 clusters Score -4236034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -4236045.000000 Penalty: 5180.545898
	Iteration 43Q: 3 clusters Score -4236045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4236049.500000 Penalty: 5180.545898
	Iteration 44Q: 3 clusters Score -4236050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4236057.500000 Penalty: 5180.545898
	Iteration 45Q: 3 clusters Score -4236058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4236063.000000 Penalty: 5180.545898
	Iteration 46Q: 3 clusters Score -4236063 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4236071.500000 Penalty: 5180.545898
	Iteration 47Q: 3 clusters Score -4236072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4236075.000000 Penalty: 5180.545898
	Iteration 48Q: 3 clusters Score -4236075 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4236088.500000 Penalty: 5180.545898
	Iteration 49Q: 3 clusters Score -4236088 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4236100.500000 Penalty: 5180.545898
	Iteration 50Q: 3 clusters Score -4236100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4236109.000000 Penalty: 5180.545898
	Iteration 51Q: 3 clusters Score -4236109 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4236128.000000 Penalty: 5180.545898
	Iteration 52Q: 3 clusters Score -4236128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4236145.500000 Penalty: 5180.545898
	Iteration 53Q: 3 clusters Score -4236146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4236150.500000 Penalty: 5180.545898
	Iteration 54Q: 3 clusters Score -4236150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4236153.500000 Penalty: 5180.545898
	Iteration 55Q: 3 clusters Score -4236154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4236163.500000 Penalty: 5180.545898
	Iteration 56Q: 3 clusters Score -4236164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4236167.000000 Penalty: 5180.545898
	Iteration 57Q: 3 clusters Score -4236167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4236168.500000 Penalty: 5180.545898
	Iteration 58Q: 3 clusters Score -4236168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4236170.500000 Penalty: 5180.545898
	Iteration 59Q: 3 clusters Score -4236170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4236181.500000 Penalty: 5180.545898
	Iteration 60F: 3 clusters Score -4236182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4236186.000000 Penalty: 5180.545898
	Iteration 61Q: 3 clusters Score -4236186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4236192.500000 Penalty: 5180.545898
	Iteration 62Q: 3 clusters Score -4236192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4236201.000000 Penalty: 5180.545898
	Iteration 63Q: 3 clusters Score -4236201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4236207.000000 Penalty: 5180.545898
	Iteration 64Q: 3 clusters Score -4236207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4236208.000000 Penalty: 5180.545898
	Iteration 65Q: 3 clusters Score -4236208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4236216.500000 Penalty: 5180.545898
	Iteration 66Q: 3 clusters Score -4236216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4236217.500000 Penalty: 5180.545898
	Iteration 67Q: 3 clusters Score -4236218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4236218.000000 Penalty: 5180.545898
	Iteration 68Q: 3 clusters Score -4236218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4236222.500000 Penalty: 5180.545898
	Iteration 69Q: 3 clusters Score -4236222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4236220.500000 Penalty: 5180.545898
	Iteration 70Q: 3 clusters Score -4236220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4236223.500000 Penalty: 5180.545898
	Iteration 71Q: 3 clusters Score -4236224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4236223.500000 Penalty: 5180.545898
	Iteration 72Q: 3 clusters Score -4236224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4236223.500000 Penalty: 5180.545898
	Iteration 73Q: 3 clusters Score -4236224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4236226.000000 Penalty: 5180.545898
	Iteration 74Q: 3 clusters Score -4236226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4236230.000000 Penalty: 5180.545898
	Iteration 75Q: 3 clusters Score -4236230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4236231.500000 Penalty: 5180.545898
	Iteration 76Q: 3 clusters Score -4236232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4236236.000000 Penalty: 5180.545898
	Iteration 77Q: 3 clusters Score -4236236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4236235.500000 Penalty: 5180.545898
	Iteration 78Q: 3 clusters Score -4236236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4236246.500000 Penalty: 5180.545898
	Iteration 79Q: 3 clusters Score -4236246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4236251.500000 Penalty: 5180.545898
	Iteration 80F: 3 clusters Score -4236252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4236259.500000 Penalty: 5180.545898
	Iteration 81Q: 3 clusters Score -4236260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4236257.500000 Penalty: 5180.545898
	Iteration 82Q: 3 clusters Score -4236258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4236256.500000 Penalty: 5180.545898
	Iteration 83Q: 3 clusters Score -4236256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4236264.500000 Penalty: 5180.545898
	Iteration 84Q: 3 clusters Score -4236264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4236271.000000 Penalty: 5180.545898
	Iteration 85Q: 3 clusters Score -4236271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4236270.000000 Penalty: 5180.545898
	Iteration 86Q: 3 clusters Score -4236270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4236269.000000 Penalty: 5180.545898
	Iteration 87Q: 3 clusters Score -4236269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4236265.500000 Penalty: 5180.545898
	Iteration 88Q: 3 clusters Score -4236266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4236267.500000 Penalty: 5180.545898
	Iteration 89Q: 3 clusters Score -4236268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4236264.500000 Penalty: 5180.545898
	Iteration 90Q: 3 clusters Score -4236264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4236269.000000 Penalty: 5180.545898
	Iteration 91Q: 3 clusters Score -4236269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4236266.500000 Penalty: 5180.545898
	Iteration 92Q: 3 clusters Score -4236266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4236263.500000 Penalty: 5180.545898
	Iteration 93Q: 3 clusters Score -4236264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4236268.000000 Penalty: 5180.545898
	Iteration 94Q: 3 clusters Score -4236268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4236273.500000 Penalty: 5180.545898
	Iteration 95Q: 3 clusters Score -4236274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4236267.000000 Penalty: 5180.545898
	Iteration 96Q: 3 clusters Score -4236267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4236268.500000 Penalty: 5180.545898
	Iteration 97Q: 3 clusters Score -4236268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4236268.500000 Penalty: 5180.545898
	Iteration 98F: 3 clusters Score -4236268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Entering Unmasked Estep 
Score: -4318246.000000 Penalty: 2603.853027
	Iteration 0F: 2 clusters Score -4318246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -4293609.000000 Penalty: 5207.706055
	Iteration 0F: 3 clusters Score -4293609 nChanged 16519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -4302562.000000 Penalty: 5207.706055
	Iteration 1F: 3 clusters Score -4302562 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -4302968.000000 Penalty: 5207.706055
	Iteration 2Q: 3 clusters Score -4302968 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -4303319.500000 Penalty: 5207.706055
	Iteration 3Q: 3 clusters Score -4303320 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -4303770.000000 Penalty: 5207.706055
	Iteration 4Q: 3 clusters Score -4303770 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -4304315.000000 Penalty: 5207.706055
	Iteration 5Q: 3 clusters Score -4304315 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -4305085.500000 Penalty: 5207.706055
	Iteration 6Q: 3 clusters Score -4305086 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -4306097.000000 Penalty: 5207.706055
	Iteration 7Q: 3 clusters Score -4306097 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -4307482.500000 Penalty: 5207.706055
	Iteration 8F: 3 clusters Score -4307482 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -4309125.000000 Penalty: 5207.706055
	Iteration 9F: 3 clusters Score -4309125 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -4310925.500000 Penalty: 5207.706055
	Iteration 10F: 3 clusters Score -4310926 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -4312464.500000 Penalty: 5207.706055
	Iteration 11Q: 3 clusters Score -4312464 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -4313452.000000 Penalty: 5207.706055
	Iteration 12Q: 3 clusters Score -4313452 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -4314057.500000 Penalty: 5207.706055
	Iteration 13Q: 3 clusters Score -4314058 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -4314466.500000 Penalty: 5207.706055
	Iteration 14Q: 3 clusters Score -4314466 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -4314718.000000 Penalty: 5207.706055
	Iteration 15Q: 3 clusters Score -4314718 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -4314935.000000 Penalty: 5207.706055
	Iteration 16Q: 3 clusters Score -4314935 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -4315127.000000 Penalty: 5207.706055
	Iteration 17Q: 3 clusters Score -4315127 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -4315281.000000 Penalty: 5207.706055
	Iteration 18Q: 3 clusters Score -4315281 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -4315388.000000 Penalty: 5207.706055
	Iteration 19Q: 3 clusters Score -4315388 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -4315496.000000 Penalty: 5207.706055
	Iteration 20F: 3 clusters Score -4315496 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4315574.000000 Penalty: 5207.706055
	Iteration 21Q: 3 clusters Score -4315574 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4315663.000000 Penalty: 5207.706055
	Iteration 22Q: 3 clusters Score -4315663 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4315735.500000 Penalty: 5207.706055
	Iteration 23Q: 3 clusters Score -4315736 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4315793.500000 Penalty: 5207.706055
	Iteration 24Q: 3 clusters Score -4315794 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4315854.000000 Penalty: 5207.706055
	Iteration 25Q: 3 clusters Score -4315854 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4315887.500000 Penalty: 5207.706055
	Iteration 26Q: 3 clusters Score -4315888 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4315917.500000 Penalty: 5207.706055
	Iteration 27Q: 3 clusters Score -4315918 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4315955.000000 Penalty: 5207.706055
	Iteration 28Q: 3 clusters Score -4315955 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4315975.000000 Penalty: 5207.706055
	Iteration 29Q: 3 clusters Score -4315975 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4316006.500000 Penalty: 5207.706055
	Iteration 30Q: 3 clusters Score -4316006 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4316011.500000 Penalty: 5207.706055
	Iteration 31Q: 3 clusters Score -4316012 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4316044.500000 Penalty: 5207.706055
	Iteration 32Q: 3 clusters Score -4316044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4316067.000000 Penalty: 5207.706055
	Iteration 33Q: 3 clusters Score -4316067 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4316082.500000 Penalty: 5207.706055
	Iteration 34Q: 3 clusters Score -4316082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4316087.500000 Penalty: 5207.706055
	Iteration 35Q: 3 clusters Score -4316088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4316104.000000 Penalty: 5207.706055
	Iteration 36Q: 3 clusters Score -4316104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4316104.000000 Penalty: 5207.706055
	Iteration 37Q: 3 clusters Score -4316104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4316107.000000 Penalty: 5207.706055
	Iteration 38Q: 3 clusters Score -4316107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4316117.000000 Penalty: 5207.706055
	Iteration 39Q: 3 clusters Score -4316117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4316117.000000 Penalty: 5207.706055
	Iteration 40F: 3 clusters Score -4316117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4316123.500000 Penalty: 5207.706055
	Iteration 41Q: 3 clusters Score -4316124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4316118.000000 Penalty: 5207.706055
	Iteration 42Q: 3 clusters Score -4316118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4316116.500000 Penalty: 5207.706055
	Iteration 43Q: 3 clusters Score -4316116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4316122.500000 Penalty: 5207.706055
	Iteration 44Q: 3 clusters Score -4316122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4316128.500000 Penalty: 5207.706055
	Iteration 45Q: 3 clusters Score -4316128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4316128.500000 Penalty: 5207.706055
	Iteration 46Q: 3 clusters Score -4316128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4316130.000000 Penalty: 5207.706055
	Iteration 47Q: 3 clusters Score -4316130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4316128.500000 Penalty: 5207.706055
	Iteration 48Q: 3 clusters Score -4316128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4316124.000000 Penalty: 5207.706055
	Iteration 49Q: 3 clusters Score -4316124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4316130.500000 Penalty: 5207.706055
	Iteration 50Q: 3 clusters Score -4316130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4316130.500000 Penalty: 5207.706055
	Iteration 51F: 3 clusters Score -4316130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (203205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203205 members 
Entering Unmasked Estep 
Score: -24729380.000000 Penalty: 3031.048584
	Iteration 0F: 2 clusters Score -2.472938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101739 members 
Mstep: Class 2 contains 101466 members 
Entering Unmasked Estep 
Score: -24595690.000000 Penalty: 6062.097168
	Iteration 0F: 3 clusters Score -2.459569e+07 nChanged 97897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104542 members 
Mstep: Class 2 contains 98663 members 
Entering Unmasked Estep 
Score: -24653626.000000 Penalty: 6062.097168
	Iteration 1F: 3 clusters Score -2.465363e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106542 members 
Mstep: Class 2 contains 96663 members 
Entering Unmasked Estep 
Score: -24655374.000000 Penalty: 6062.097168
	Iteration 2Q: 3 clusters Score -2.465537e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109678 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -24658250.000000 Penalty: 6062.097168
	Iteration 3Q: 3 clusters Score -2.465825e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114449 members 
Mstep: Class 2 contains 88756 members 
Entering Unmasked Estep 
Score: -24662578.000000 Penalty: 6062.097168
	Iteration 4Q: 3 clusters Score -2.466258e+07 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121402 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -24670038.000000 Penalty: 6062.097168
	Iteration 5F: 3 clusters Score -2.467004e+07 nChanged 14841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130477 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -24681738.000000 Penalty: 6062.097168
	Iteration 6F: 3 clusters Score -2.468174e+07 nChanged 15694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140133 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
Score: -24696386.000000 Penalty: 6062.097168
	Iteration 7F: 3 clusters Score -2.469639e+07 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147398 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -24707894.000000 Penalty: 6062.097168
	Iteration 8F: 3 clusters Score -2.470789e+07 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151893 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -24712878.000000 Penalty: 6062.097168
	Iteration 9Q: 3 clusters Score -2.471288e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155196 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -24715114.000000 Penalty: 6062.097168
	Iteration 10Q: 3 clusters Score -2.471511e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158167 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -24716672.000000 Penalty: 6062.097168
	Iteration 11Q: 3 clusters Score -2.471667e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160991 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -24717650.000000 Penalty: 6062.097168
	Iteration 12Q: 3 clusters Score -2.471765e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163643 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -24718526.000000 Penalty: 6062.097168
	Iteration 13Q: 3 clusters Score -2.471853e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166190 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -24719402.000000 Penalty: 6062.097168
	Iteration 14Q: 3 clusters Score -2.47194e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168696 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -24720292.000000 Penalty: 6062.097168
	Iteration 15Q: 3 clusters Score -2.472029e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171073 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -24721004.000000 Penalty: 6062.097168
	Iteration 16Q: 3 clusters Score -2.4721e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173299 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -24721646.000000 Penalty: 6062.097168
	Iteration 17Q: 3 clusters Score -2.472165e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175368 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -24722344.000000 Penalty: 6062.097168
	Iteration 18Q: 3 clusters Score -2.472234e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177333 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -24722986.000000 Penalty: 6062.097168
	Iteration 19Q: 3 clusters Score -2.472299e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179249 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -24723772.000000 Penalty: 6062.097168
	Iteration 20F: 3 clusters Score -2.472377e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181041 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -24724252.000000 Penalty: 6062.097168
	Iteration 21Q: 3 clusters Score -2.472425e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182722 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -24724616.000000 Penalty: 6062.097168
	Iteration 22Q: 3 clusters Score -2.472462e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184279 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -24725216.000000 Penalty: 6062.097168
	Iteration 23Q: 3 clusters Score -2.472522e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185753 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -24725564.000000 Penalty: 6062.097168
	Iteration 24Q: 3 clusters Score -2.472556e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187173 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -24726062.000000 Penalty: 6062.097168
	Iteration 25Q: 3 clusters Score -2.472606e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188394 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -24726346.000000 Penalty: 6062.097168
	Iteration 26Q: 3 clusters Score -2.472635e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189489 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -24726522.000000 Penalty: 6062.097168
	Iteration 27Q: 3 clusters Score -2.472652e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190487 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -24726810.000000 Penalty: 6062.097168
	Iteration 28Q: 3 clusters Score -2.472681e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191398 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -24726866.000000 Penalty: 6062.097168
	Iteration 29Q: 3 clusters Score -2.472687e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192211 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -24726960.000000 Penalty: 6062.097168
	Iteration 30Q: 3 clusters Score -2.472696e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192939 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -24727210.000000 Penalty: 6062.097168
	Iteration 31Q: 3 clusters Score -2.472721e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193594 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -24727336.000000 Penalty: 6062.097168
	Iteration 32Q: 3 clusters Score -2.472734e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194162 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -24727474.000000 Penalty: 6062.097168
	Iteration 33Q: 3 clusters Score -2.472747e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194673 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -24727542.000000 Penalty: 6062.097168
	Iteration 34Q: 3 clusters Score -2.472754e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195149 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -24727544.000000 Penalty: 6062.097168
	Iteration 35Q: 3 clusters Score -2.472754e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195577 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -24727622.000000 Penalty: 6062.097168
	Iteration 36Q: 3 clusters Score -2.472762e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195985 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -24727702.000000 Penalty: 6062.097168
	Iteration 37Q: 3 clusters Score -2.47277e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196382 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -24727788.000000 Penalty: 6062.097168
	Iteration 38Q: 3 clusters Score -2.472779e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196692 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -24727762.000000 Penalty: 6062.097168
	Iteration 39Q: 3 clusters Score -2.472776e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196978 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -24727846.000000 Penalty: 6062.097168
	Iteration 40F: 3 clusters Score -2.472785e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197229 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -24727872.000000 Penalty: 6062.097168
	Iteration 41Q: 3 clusters Score -2.472787e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197450 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -24727922.000000 Penalty: 6062.097168
	Iteration 42Q: 3 clusters Score -2.472792e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197623 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -24727958.000000 Penalty: 6062.097168
	Iteration 43Q: 3 clusters Score -2.472796e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197772 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -24727936.000000 Penalty: 6062.097168
	Iteration 44Q: 3 clusters Score -2.472794e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197914 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -24727984.000000 Penalty: 6062.097168
	Iteration 45Q: 3 clusters Score -2.472798e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198044 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -24728000.000000 Penalty: 6062.097168
	Iteration 46Q: 3 clusters Score -2.4728e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198166 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -24728008.000000 Penalty: 6062.097168
	Iteration 47Q: 3 clusters Score -2.472801e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198274 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -24728036.000000 Penalty: 6062.097168
	Iteration 48Q: 3 clusters Score -2.472804e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198372 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -24728020.000000 Penalty: 6062.097168
	Iteration 49Q: 3 clusters Score -2.472802e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198463 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -24727996.000000 Penalty: 6062.097168
	Iteration 50Q: 3 clusters Score -2.4728e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198555 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -24728062.000000 Penalty: 6062.097168
	Iteration 51Q: 3 clusters Score -2.472806e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198629 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -24728090.000000 Penalty: 6062.097168
	Iteration 52Q: 3 clusters Score -2.472809e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198695 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -24728086.000000 Penalty: 6062.097168
	Iteration 53Q: 3 clusters Score -2.472809e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198759 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -24728110.000000 Penalty: 6062.097168
	Iteration 54Q: 3 clusters Score -2.472811e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198824 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -24728082.000000 Penalty: 6062.097168
	Iteration 55Q: 3 clusters Score -2.472808e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198884 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -24728080.000000 Penalty: 6062.097168
	Iteration 56Q: 3 clusters Score -2.472808e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198939 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -24728102.000000 Penalty: 6062.097168
	Iteration 57Q: 3 clusters Score -2.47281e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199004 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -24728110.000000 Penalty: 6062.097168
	Iteration 58Q: 3 clusters Score -2.472811e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199061 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -24728122.000000 Penalty: 6062.097168
	Iteration 59Q: 3 clusters Score -2.472812e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199117 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -24728090.000000 Penalty: 6062.097168
	Iteration 60F: 3 clusters Score -2.472809e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199167 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -24728098.000000 Penalty: 6062.097168
	Iteration 61Q: 3 clusters Score -2.47281e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199205 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -24728112.000000 Penalty: 6062.097168
	Iteration 62Q: 3 clusters Score -2.472811e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199224 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -24728108.000000 Penalty: 6062.097168
	Iteration 63Q: 3 clusters Score -2.472811e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199241 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -24728102.000000 Penalty: 6062.097168
	Iteration 64Q: 3 clusters Score -2.47281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199256 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -24728078.000000 Penalty: 6062.097168
	Iteration 65Q: 3 clusters Score -2.472808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199268 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -24728074.000000 Penalty: 6062.097168
	Iteration 66Q: 3 clusters Score -2.472807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199276 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -24728070.000000 Penalty: 6062.097168
	Iteration 67Q: 3 clusters Score -2.472807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199283 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -24728074.000000 Penalty: 6062.097168
	Iteration 68Q: 3 clusters Score -2.472807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199288 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -24728084.000000 Penalty: 6062.097168
	Iteration 69Q: 3 clusters Score -2.472808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199294 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -24728096.000000 Penalty: 6062.097168
	Iteration 70Q: 3 clusters Score -2.47281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199301 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -24728090.000000 Penalty: 6062.097168
	Iteration 71Q: 3 clusters Score -2.472809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199306 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -24728096.000000 Penalty: 6062.097168
	Iteration 72Q: 3 clusters Score -2.47281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199313 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -24728100.000000 Penalty: 6062.097168
	Iteration 73Q: 3 clusters Score -2.47281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199316 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -24728090.000000 Penalty: 6062.097168
	Iteration 74Q: 3 clusters Score -2.472809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199322 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -24728092.000000 Penalty: 6062.097168
	Iteration 75Q: 3 clusters Score -2.472809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199323 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -24728096.000000 Penalty: 6062.097168
	Iteration 76Q: 3 clusters Score -2.47281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199323 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -24728096.000000 Penalty: 6062.097168
	Iteration 77F: 3 clusters Score -2.47281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Entering Unmasked Estep 
Score: -501044.593750 Penalty: 2080.561035
	Iteration 0F: 2 clusters Score -501044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -496879.531250 Penalty: 4161.122070
	Iteration 0F: 3 clusters Score -496879.5 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -497788.406250 Penalty: 4161.122070
	Iteration 1F: 3 clusters Score -497788.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -497956.593750 Penalty: 4161.122070
	Iteration 2F: 3 clusters Score -497956.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -498089.062500 Penalty: 4161.122070
	Iteration 3F: 3 clusters Score -498089.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -498168.718750 Penalty: 4161.122070
	Iteration 4Q: 3 clusters Score -498168.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -498246.781250 Penalty: 4161.122070
	Iteration 5Q: 3 clusters Score -498246.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -498308.750000 Penalty: 4161.122070
	Iteration 6Q: 3 clusters Score -498308.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -498355.093750 Penalty: 4161.122070
	Iteration 7Q: 3 clusters Score -498355.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -498402.468750 Penalty: 4161.122070
	Iteration 8Q: 3 clusters Score -498402.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -498442.812500 Penalty: 4161.122070
	Iteration 9Q: 3 clusters Score -498442.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -498483.437500 Penalty: 4161.122070
	Iteration 10Q: 3 clusters Score -498483.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -498521.375000 Penalty: 4161.122070
	Iteration 11Q: 3 clusters Score -498521.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -498557.937500 Penalty: 4161.122070
	Iteration 12Q: 3 clusters Score -498557.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -498593.750000 Penalty: 4161.122070
	Iteration 13Q: 3 clusters Score -498593.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -498625.500000 Penalty: 4161.122070
	Iteration 14Q: 3 clusters Score -498625.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -498649.625000 Penalty: 4161.122070
	Iteration 15Q: 3 clusters Score -498649.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -498675.625000 Penalty: 4161.122070
	Iteration 16Q: 3 clusters Score -498675.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -498696.750000 Penalty: 4161.122070
	Iteration 17Q: 3 clusters Score -498696.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -498731.343750 Penalty: 4161.122070
	Iteration 18Q: 3 clusters Score -498731.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -498771.656250 Penalty: 4161.122070
	Iteration 19Q: 3 clusters Score -498771.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -498812.218750 Penalty: 4161.122070
	Iteration 20F: 3 clusters Score -498812.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -498849.781250 Penalty: 4161.122070
	Iteration 21Q: 3 clusters Score -498849.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -498880.406250 Penalty: 4161.122070
	Iteration 22Q: 3 clusters Score -498880.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -498911.281250 Penalty: 4161.122070
	Iteration 23Q: 3 clusters Score -498911.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -498939.718750 Penalty: 4161.122070
	Iteration 24Q: 3 clusters Score -498939.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -498976.281250 Penalty: 4161.122070
	Iteration 25Q: 3 clusters Score -498976.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -499004.718750 Penalty: 4161.122070
	Iteration 26Q: 3 clusters Score -499004.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -499029.062500 Penalty: 4161.122070
	Iteration 27Q: 3 clusters Score -499029.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -499047.281250 Penalty: 4161.122070
	Iteration 28Q: 3 clusters Score -499047.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -499065.875000 Penalty: 4161.122070
	Iteration 29Q: 3 clusters Score -499065.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -499092.531250 Penalty: 4161.122070
	Iteration 30Q: 3 clusters Score -499092.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -499114.281250 Penalty: 4161.122070
	Iteration 31Q: 3 clusters Score -499114.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -499130.000000 Penalty: 4161.122070
	Iteration 32Q: 3 clusters Score -499130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -499143.406250 Penalty: 4161.122070
	Iteration 33Q: 3 clusters Score -499143.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -499156.593750 Penalty: 4161.122070
	Iteration 34Q: 3 clusters Score -499156.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -499175.812500 Penalty: 4161.122070
	Iteration 35Q: 3 clusters Score -499175.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -499191.187500 Penalty: 4161.122070
	Iteration 36Q: 3 clusters Score -499191.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -499211.593750 Penalty: 4161.122070
	Iteration 37Q: 3 clusters Score -499211.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -499228.781250 Penalty: 4161.122070
	Iteration 38Q: 3 clusters Score -499228.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -499237.812500 Penalty: 4161.122070
	Iteration 39Q: 3 clusters Score -499237.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -499246.968750 Penalty: 4161.122070
	Iteration 40F: 3 clusters Score -499247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -499254.968750 Penalty: 4161.122070
	Iteration 41Q: 3 clusters Score -499255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -499262.125000 Penalty: 4161.122070
	Iteration 42Q: 3 clusters Score -499262.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -499265.093750 Penalty: 4161.122070
	Iteration 43Q: 3 clusters Score -499265.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -499266.968750 Penalty: 4161.122070
	Iteration 44Q: 3 clusters Score -499267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -499270.093750 Penalty: 4161.122070
	Iteration 45Q: 3 clusters Score -499270.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -499274.312500 Penalty: 4161.122070
	Iteration 46Q: 3 clusters Score -499274.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -499279.156250 Penalty: 4161.122070
	Iteration 47Q: 3 clusters Score -499279.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -499283.031250 Penalty: 4161.122070
	Iteration 48Q: 3 clusters Score -499283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -499284.218750 Penalty: 4161.122070
	Iteration 49Q: 3 clusters Score -499284.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -499286.656250 Penalty: 4161.122070
	Iteration 50Q: 3 clusters Score -499286.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -499288.562500 Penalty: 4161.122070
	Iteration 51Q: 3 clusters Score -499288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -499290.656250 Penalty: 4161.122070
	Iteration 52Q: 3 clusters Score -499290.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -499293.281250 Penalty: 4161.122070
	Iteration 53Q: 3 clusters Score -499293.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -499295.468750 Penalty: 4161.122070
	Iteration 54Q: 3 clusters Score -499295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -499296.062500 Penalty: 4161.122070
	Iteration 55Q: 3 clusters Score -499296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -499296.062500 Penalty: 4161.122070
	Iteration 56F: 3 clusters Score -499296.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Entering Unmasked Estep 
Score: -1561504.875000 Penalty: 2342.619141
	Iteration 0F: 2 clusters Score -1561505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1552194.125000 Penalty: 4685.238281
	Iteration 0F: 3 clusters Score -1552194 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1554807.750000 Penalty: 4685.238281
	Iteration 1F: 3 clusters Score -1554808 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1555159.375000 Penalty: 4685.238281
	Iteration 2F: 3 clusters Score -1555159 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1555449.625000 Penalty: 4685.238281
	Iteration 3F: 3 clusters Score -1555450 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1555748.500000 Penalty: 4685.238281
	Iteration 4Q: 3 clusters Score -1555748 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1556114.250000 Penalty: 4685.238281
	Iteration 5Q: 3 clusters Score -1556114 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1556568.625000 Penalty: 4685.238281
	Iteration 6F: 3 clusters Score -1556569 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1557103.375000 Penalty: 4685.238281
	Iteration 7F: 3 clusters Score -1557103 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1557723.000000 Penalty: 4685.238281
	Iteration 8F: 3 clusters Score -1557723 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1558339.000000 Penalty: 4685.238281
	Iteration 9F: 3 clusters Score -1558339 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1558944.500000 Penalty: 4685.238281
	Iteration 10F: 3 clusters Score -1558944 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1559406.000000 Penalty: 4685.238281
	Iteration 11Q: 3 clusters Score -1559406 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1559653.625000 Penalty: 4685.238281
	Iteration 12Q: 3 clusters Score -1559654 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1559758.000000 Penalty: 4685.238281
	Iteration 13Q: 3 clusters Score -1559758 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1559809.750000 Penalty: 4685.238281
	Iteration 14Q: 3 clusters Score -1559810 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1559837.125000 Penalty: 4685.238281
	Iteration 15Q: 3 clusters Score -1559837 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1559861.250000 Penalty: 4685.238281
	Iteration 16Q: 3 clusters Score -1559861 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1559873.875000 Penalty: 4685.238281
	Iteration 17Q: 3 clusters Score -1559874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1559881.375000 Penalty: 4685.238281
	Iteration 18Q: 3 clusters Score -1559881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1559885.375000 Penalty: 4685.238281
	Iteration 19Q: 3 clusters Score -1559885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1559891.500000 Penalty: 4685.238281
	Iteration 20F: 3 clusters Score -1559892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1559898.375000 Penalty: 4685.238281
	Iteration 21Q: 3 clusters Score -1559898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1559899.500000 Penalty: 4685.238281
	Iteration 22Q: 3 clusters Score -1559900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1559902.250000 Penalty: 4685.238281
	Iteration 23Q: 3 clusters Score -1559902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1559906.750000 Penalty: 4685.238281
	Iteration 24Q: 3 clusters Score -1559907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1559908.250000 Penalty: 4685.238281
	Iteration 25Q: 3 clusters Score -1559908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1559908.750000 Penalty: 4685.238281
	Iteration 26Q: 3 clusters Score -1559909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1559906.000000 Penalty: 4685.238281
	Iteration 27Q: 3 clusters Score -1559906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1559910.125000 Penalty: 4685.238281
	Iteration 28Q: 3 clusters Score -1559910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1559910.875000 Penalty: 4685.238281
	Iteration 29Q: 3 clusters Score -1559911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1559913.750000 Penalty: 4685.238281
	Iteration 30Q: 3 clusters Score -1559914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1559914.625000 Penalty: 4685.238281
	Iteration 31Q: 3 clusters Score -1559915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1559918.125000 Penalty: 4685.238281
	Iteration 32Q: 3 clusters Score -1559918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1559918.750000 Penalty: 4685.238281
	Iteration 33Q: 3 clusters Score -1559919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1559921.125000 Penalty: 4685.238281
	Iteration 34Q: 3 clusters Score -1559921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1559923.375000 Penalty: 4685.238281
	Iteration 35Q: 3 clusters Score -1559923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1559923.750000 Penalty: 4685.238281
	Iteration 36Q: 3 clusters Score -1559924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1559926.000000 Penalty: 4685.238281
	Iteration 37Q: 3 clusters Score -1559926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1559926.000000 Penalty: 4685.238281
	Iteration 38F: 3 clusters Score -1559926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 27501 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207063 members 
Mstep: Class 7 contains 1516 members 
Mstep: Class 8 contains 86013 members 
Mstep: Class 10 contains 15298 members 
Mstep: Class 11 contains 10589 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224346 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34360 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 21 contains 203205 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283544.000000 Penalty: 61069.699219
Iteration 199Q: 19 clusters Score -1.042835e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 27579 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207058 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 86001 members 
Mstep: Class 10 contains 15190 members 
Mstep: Class 11 contains 10562 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224325 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34361 members 
Mstep: Class 19 contains 36412 members 
Mstep: Class 21 contains 203181 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 12660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283552.000000 Penalty: 61069.699219
Iteration 200F: 19 clusters Score -1.042836e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 27653 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 207024 members 
Mstep: Class 7 contains 1514 members 
Mstep: Class 8 contains 85977 members 
Mstep: Class 10 contains 15079 members 
Mstep: Class 11 contains 10547 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224321 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34366 members 
Mstep: Class 19 contains 36527 members 
Mstep: Class 21 contains 203175 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283632.000000 Penalty: 61069.699219
Iteration 201Q: 19 clusters Score -1.042836e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 27730 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206997 members 
Mstep: Class 7 contains 1514 members 
Mstep: Class 8 contains 85961 members 
Mstep: Class 10 contains 14948 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224339 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34368 members 
Mstep: Class 19 contains 36631 members 
Mstep: Class 21 contains 203163 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283624.000000 Penalty: 61069.699219
Iteration 202Q: 19 clusters Score -1.042836e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 27789 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206953 members 
Mstep: Class 7 contains 1514 members 
Mstep: Class 8 contains 85940 members 
Mstep: Class 10 contains 14842 members 
Mstep: Class 11 contains 10515 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224371 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34375 members 
Mstep: Class 19 contains 36734 members 
Mstep: Class 21 contains 203147 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283592.000000 Penalty: 61069.699219
Iteration 203Q: 19 clusters Score -1.042836e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 27847 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206919 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 85920 members 
Mstep: Class 10 contains 14740 members 
Mstep: Class 11 contains 10501 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224414 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 34383 members 
Mstep: Class 19 contains 36824 members 
Mstep: Class 21 contains 203116 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283544.000000 Penalty: 61069.699219
Iteration 204Q: 19 clusters Score -1.042835e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 27916 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206892 members 
Mstep: Class 7 contains 1514 members 
Mstep: Class 8 contains 85903 members 
Mstep: Class 10 contains 14641 members 
Mstep: Class 11 contains 10484 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224436 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 34387 members 
Mstep: Class 19 contains 36914 members 
Mstep: Class 21 contains 203090 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283608.000000 Penalty: 61069.699219
Iteration 205Q: 19 clusters Score -1.042836e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 27988 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206882 members 
Mstep: Class 7 contains 1513 members 
Mstep: Class 8 contains 85885 members 
Mstep: Class 10 contains 14536 members 
Mstep: Class 11 contains 10467 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224455 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 34391 members 
Mstep: Class 19 contains 36993 members 
Mstep: Class 21 contains 203067 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283696.000000 Penalty: 61069.699219
Iteration 206Q: 19 clusters Score -1.042837e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28056 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206853 members 
Mstep: Class 7 contains 1512 members 
Mstep: Class 8 contains 85870 members 
Mstep: Class 10 contains 14440 members 
Mstep: Class 11 contains 10451 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224490 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3881 members 
Mstep: Class 18 contains 34390 members 
Mstep: Class 19 contains 37064 members 
Mstep: Class 21 contains 203050 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283672.000000 Penalty: 61069.699219
Iteration 207Q: 19 clusters Score -1.042837e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28120 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206824 members 
Mstep: Class 7 contains 1511 members 
Mstep: Class 8 contains 85851 members 
Mstep: Class 10 contains 14372 members 
Mstep: Class 11 contains 10433 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224515 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34394 members 
Mstep: Class 19 contains 37114 members 
Mstep: Class 21 contains 203042 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 12668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283576.000000 Penalty: 61069.699219
Iteration 208Q: 19 clusters Score -1.042836e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28170 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206808 members 
Mstep: Class 7 contains 1511 members 
Mstep: Class 8 contains 85837 members 
Mstep: Class 10 contains 14305 members 
Mstep: Class 11 contains 10411 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224545 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34396 members 
Mstep: Class 19 contains 37177 members 
Mstep: Class 21 contains 203017 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 12667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283688.000000 Penalty: 61069.699219
Iteration 209Q: 19 clusters Score -1.042837e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28212 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206792 members 
Mstep: Class 7 contains 1511 members 
Mstep: Class 8 contains 85828 members 
Mstep: Class 10 contains 14235 members 
Mstep: Class 11 contains 10390 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224567 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34397 members 
Mstep: Class 19 contains 37260 members 
Mstep: Class 21 contains 202987 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 12665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283584.000000 Penalty: 61069.699219
Iteration 210Q: 19 clusters Score -1.042836e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28249 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206771 members 
Mstep: Class 7 contains 1511 members 
Mstep: Class 8 contains 85812 members 
Mstep: Class 10 contains 14171 members 
Mstep: Class 11 contains 10375 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224597 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34397 members 
Mstep: Class 19 contains 37340 members 
Mstep: Class 21 contains 202956 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 12665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283536.000000 Penalty: 61069.699219
Iteration 211Q: 19 clusters Score -1.042835e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28292 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206762 members 
Mstep: Class 7 contains 1511 members 
Mstep: Class 8 contains 85795 members 
Mstep: Class 10 contains 14099 members 
Mstep: Class 11 contains 10362 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224616 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34397 members 
Mstep: Class 19 contains 37419 members 
Mstep: Class 21 contains 202926 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 12665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283560.000000 Penalty: 61069.699219
Iteration 212Q: 19 clusters Score -1.042836e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28316 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206770 members 
Mstep: Class 7 contains 1511 members 
Mstep: Class 8 contains 85788 members 
Mstep: Class 10 contains 14034 members 
Mstep: Class 11 contains 10345 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224623 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34391 members 
Mstep: Class 19 contains 37508 members 
Mstep: Class 21 contains 202893 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 12665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283696.000000 Penalty: 61069.699219
Iteration 213Q: 19 clusters Score -1.042837e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28349 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206759 members 
Mstep: Class 7 contains 1510 members 
Mstep: Class 8 contains 85784 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 10324 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224641 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34391 members 
Mstep: Class 19 contains 37595 members 
Mstep: Class 21 contains 202854 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 12665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283752.000000 Penalty: 61069.699219
Iteration 214Q: 19 clusters Score -1.042838e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28394 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206750 members 
Mstep: Class 7 contains 1510 members 
Mstep: Class 8 contains 85766 members 
Mstep: Class 10 contains 13904 members 
Mstep: Class 11 contains 10301 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224668 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34383 members 
Mstep: Class 19 contains 37673 members 
Mstep: Class 21 contains 202830 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 12665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283776.000000 Penalty: 61069.699219
Iteration 215Q: 19 clusters Score -1.042838e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28425 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206728 members 
Mstep: Class 7 contains 1510 members 
Mstep: Class 8 contains 85754 members 
Mstep: Class 10 contains 13850 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224691 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34380 members 
Mstep: Class 19 contains 37744 members 
Mstep: Class 21 contains 202820 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 12665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283712.000000 Penalty: 61069.699219
Iteration 216Q: 19 clusters Score -1.042837e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28467 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206710 members 
Mstep: Class 7 contains 1510 members 
Mstep: Class 8 contains 85745 members 
Mstep: Class 10 contains 13792 members 
Mstep: Class 11 contains 10262 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224710 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34376 members 
Mstep: Class 19 contains 37817 members 
Mstep: Class 21 contains 202789 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 12666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283632.000000 Penalty: 61069.699219
Iteration 217Q: 19 clusters Score -1.042836e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28515 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206691 members 
Mstep: Class 7 contains 1510 members 
Mstep: Class 8 contains 85724 members 
Mstep: Class 10 contains 13739 members 
Mstep: Class 11 contains 10242 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224730 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34374 members 
Mstep: Class 19 contains 37882 members 
Mstep: Class 21 contains 202769 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 12667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283592.000000 Penalty: 61069.699219
Iteration 218Q: 19 clusters Score -1.042836e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28554 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206680 members 
Mstep: Class 7 contains 1510 members 
Mstep: Class 8 contains 85711 members 
Mstep: Class 10 contains 13681 members 
Mstep: Class 11 contains 10228 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224745 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34375 members 
Mstep: Class 19 contains 37938 members 
Mstep: Class 21 contains 202755 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 12666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283592.000000 Penalty: 61069.699219
Iteration 219Q: 19 clusters Score -1.042836e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28581 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206667 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 85695 members 
Mstep: Class 10 contains 13635 members 
Mstep: Class 11 contains 10205 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224764 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34376 members 
Mstep: Class 19 contains 38010 members 
Mstep: Class 21 contains 202733 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283488.000000 Penalty: 61069.699219
Iteration 220F: 19 clusters Score -1.042835e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28616 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206665 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 85683 members 
Mstep: Class 10 contains 13561 members 
Mstep: Class 11 contains 10181 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224780 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34379 members 
Mstep: Class 19 contains 38098 members 
Mstep: Class 21 contains 202702 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283592.000000 Penalty: 61069.699219
Iteration 221Q: 19 clusters Score -1.042836e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28646 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206653 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 85676 members 
Mstep: Class 10 contains 13479 members 
Mstep: Class 11 contains 10161 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224804 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34380 members 
Mstep: Class 19 contains 38177 members 
Mstep: Class 21 contains 202686 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283584.000000 Penalty: 61069.699219
Iteration 222Q: 19 clusters Score -1.042836e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28687 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206648 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 85672 members 
Mstep: Class 10 contains 13402 members 
Mstep: Class 11 contains 10142 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224826 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34379 members 
Mstep: Class 19 contains 38248 members 
Mstep: Class 21 contains 202657 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 12673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283696.000000 Penalty: 61069.699219
Iteration 223Q: 19 clusters Score -1.042837e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28729 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206640 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 85670 members 
Mstep: Class 10 contains 13331 members 
Mstep: Class 11 contains 10120 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224849 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34375 members 
Mstep: Class 19 contains 38311 members 
Mstep: Class 21 contains 202632 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283640.000000 Penalty: 61069.699219
Iteration 224Q: 19 clusters Score -1.042836e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28768 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206638 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 85654 members 
Mstep: Class 10 contains 13260 members 
Mstep: Class 11 contains 10095 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224879 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34372 members 
Mstep: Class 19 contains 38379 members 
Mstep: Class 21 contains 202611 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283784.000000 Penalty: 61069.699219
Iteration 225Q: 19 clusters Score -1.042838e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28790 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206640 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 85646 members 
Mstep: Class 10 contains 13191 members 
Mstep: Class 11 contains 10067 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224891 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34374 members 
Mstep: Class 19 contains 38467 members 
Mstep: Class 21 contains 202590 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283840.000000 Penalty: 61069.699219
Iteration 226Q: 19 clusters Score -1.042838e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28818 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206641 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 85638 members 
Mstep: Class 10 contains 13118 members 
Mstep: Class 11 contains 10043 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224897 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34373 members 
Mstep: Class 19 contains 38538 members 
Mstep: Class 21 contains 202590 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283760.000000 Penalty: 61069.699219
Iteration 227Q: 19 clusters Score -1.042838e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28844 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206640 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 85633 members 
Mstep: Class 10 contains 13047 members 
Mstep: Class 11 contains 10011 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224912 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34372 members 
Mstep: Class 19 contains 38611 members 
Mstep: Class 21 contains 202585 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283912.000000 Penalty: 61069.699219
Iteration 228Q: 19 clusters Score -1.042839e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28881 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206641 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 85621 members 
Mstep: Class 10 contains 12974 members 
Mstep: Class 11 contains 9977 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224933 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34369 members 
Mstep: Class 19 contains 38680 members 
Mstep: Class 21 contains 202579 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 12679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283832.000000 Penalty: 61069.699219
Iteration 229Q: 19 clusters Score -1.042838e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28929 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206635 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 85608 members 
Mstep: Class 10 contains 12914 members 
Mstep: Class 11 contains 9955 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224951 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34368 members 
Mstep: Class 19 contains 38735 members 
Mstep: Class 21 contains 202559 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 12680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283904.000000 Penalty: 61069.699219
Iteration 230Q: 19 clusters Score -1.042839e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 28985 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206627 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 85606 members 
Mstep: Class 10 contains 12836 members 
Mstep: Class 11 contains 9932 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224973 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34368 members 
Mstep: Class 19 contains 38792 members 
Mstep: Class 21 contains 202536 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 12680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283992.000000 Penalty: 61069.699219
Iteration 231Q: 19 clusters Score -1.04284e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 29032 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206623 members 
Mstep: Class 7 contains 1508 members 
Mstep: Class 8 contains 85599 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 9900 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 224997 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 38845 members 
Mstep: Class 21 contains 202534 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 12680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284000.000000 Penalty: 61069.699219
Iteration 232Q: 19 clusters Score -1.04284e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 29092 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206620 members 
Mstep: Class 7 contains 1508 members 
Mstep: Class 8 contains 85591 members 
Mstep: Class 10 contains 12669 members 
Mstep: Class 11 contains 9869 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 225030 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34365 members 
Mstep: Class 19 contains 38891 members 
Mstep: Class 21 contains 202527 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 12681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284040.000000 Penalty: 61069.699219
Iteration 233Q: 19 clusters Score -1.04284e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 29155 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206621 members 
Mstep: Class 7 contains 1508 members 
Mstep: Class 8 contains 85580 members 
Mstep: Class 10 contains 12600 members 
Mstep: Class 11 contains 9833 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 225055 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34364 members 
Mstep: Class 19 contains 38928 members 
Mstep: Class 21 contains 202517 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 12683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283992.000000 Penalty: 61069.699219
Iteration 234Q: 19 clusters Score -1.04284e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 29220 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206627 members 
Mstep: Class 7 contains 1508 members 
Mstep: Class 8 contains 85580 members 
Mstep: Class 10 contains 12541 members 
Mstep: Class 11 contains 9793 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 225066 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34361 members 
Mstep: Class 19 contains 38965 members 
Mstep: Class 21 contains 202499 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 12684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283896.000000 Penalty: 61069.699219
Iteration 235Q: 19 clusters Score -1.042839e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 29285 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206610 members 
Mstep: Class 7 contains 1508 members 
Mstep: Class 8 contains 85572 members 
Mstep: Class 10 contains 12500 members 
Mstep: Class 11 contains 9752 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 225112 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 38999 members 
Mstep: Class 21 contains 202463 members 
Mstep: Class 22 contains 4394 members 
Mstep: Class 23 contains 12687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283960.000000 Penalty: 61069.699219
Iteration 236Q: 19 clusters Score -1.04284e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 29361 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206591 members 
Mstep: Class 7 contains 1507 members 
Mstep: Class 8 contains 85571 members 
Mstep: Class 10 contains 12453 members 
Mstep: Class 11 contains 9721 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 225150 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 34355 members 
Mstep: Class 19 contains 39029 members 
Mstep: Class 21 contains 202419 members 
Mstep: Class 22 contains 4393 members 
Mstep: Class 23 contains 12689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284024.000000 Penalty: 61069.699219
Iteration 237Q: 19 clusters Score -1.04284e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 29430 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206589 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85566 members 
Mstep: Class 10 contains 12411 members 
Mstep: Class 11 contains 9685 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 225180 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34350 members 
Mstep: Class 19 contains 39065 members 
Mstep: Class 21 contains 202372 members 
Mstep: Class 22 contains 4393 members 
Mstep: Class 23 contains 12691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284072.000000 Penalty: 61069.699219
Iteration 238Q: 19 clusters Score -1.042841e+08 nChanged 356
Entering ConstructFrom: 
Score: -104284072.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -222678.859375 Penalty: 1896.295776
	Iteration 0F: 2 clusters Score -222678.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -220038.312500 Penalty: 3792.591553
	Iteration 0F: 3 clusters Score -220038.3 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -220545.437500 Penalty: 3792.591553
	Iteration 1F: 3 clusters Score -220545.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -220729.453125 Penalty: 3792.591553
	Iteration 2F: 3 clusters Score -220729.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -220834.578125 Penalty: 3792.591553
	Iteration 3Q: 3 clusters Score -220834.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -220904.312500 Penalty: 3792.591553
	Iteration 4Q: 3 clusters Score -220904.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -220965.593750 Penalty: 3792.591553
	Iteration 5Q: 3 clusters Score -220965.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -221022.609375 Penalty: 3792.591553
	Iteration 6Q: 3 clusters Score -221022.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -221068.437500 Penalty: 3792.591553
	Iteration 7Q: 3 clusters Score -221068.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -221115.171875 Penalty: 3792.591553
	Iteration 8Q: 3 clusters Score -221115.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -221181.531250 Penalty: 3792.591553
	Iteration 9Q: 3 clusters Score -221181.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -221278.765625 Penalty: 3792.591553
	Iteration 10Q: 3 clusters Score -221278.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -221427.078125 Penalty: 3792.591553
	Iteration 11Q: 3 clusters Score -221427.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -221646.453125 Penalty: 3792.591553
	Iteration 12Q: 3 clusters Score -221646.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -221961.359375 Penalty: 3792.591553
	Iteration 13F: 3 clusters Score -221961.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -222288.671875 Penalty: 3792.591553
	Iteration 14F: 3 clusters Score -222288.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -222503.734375 Penalty: 3792.591553
	Iteration 15F: 3 clusters Score -222503.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -222615.703125 Penalty: 3792.591553
	Iteration 16Q: 3 clusters Score -222615.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -222655.812500 Penalty: 3792.591553
	Iteration 17Q: 3 clusters Score -222655.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -222670.375000 Penalty: 3792.591553
	Iteration 18Q: 3 clusters Score -222670.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -222681.796875 Penalty: 3792.591553
	Iteration 19Q: 3 clusters Score -222681.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -222694.843750 Penalty: 3792.591553
	Iteration 20F: 3 clusters Score -222694.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -222699.671875 Penalty: 3792.591553
	Iteration 21Q: 3 clusters Score -222699.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -222701.937500 Penalty: 3792.591553
	Iteration 22Q: 3 clusters Score -222701.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -222702.765625 Penalty: 3792.591553
	Iteration 23Q: 3 clusters Score -222702.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -222704.453125 Penalty: 3792.591553
	Iteration 24Q: 3 clusters Score -222704.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -222705.531250 Penalty: 3792.591553
	Iteration 25Q: 3 clusters Score -222705.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -222706.531250 Penalty: 3792.591553
	Iteration 26Q: 3 clusters Score -222706.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -222706.531250 Penalty: 3792.591553
	Iteration 27F: 3 clusters Score -222706.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 29522 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206571 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85558 members 
Mstep: Class 10 contains 12364 members 
Mstep: Class 11 contains 9644 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 225211 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34348 members 
Mstep: Class 19 contains 39109 members 
Mstep: Class 21 contains 202321 members 
Mstep: Class 22 contains 4393 members 
Mstep: Class 23 contains 12692 members 
Entering Unmasked Estep 
Score: -104282632.000000 Penalty: 64462.460938
Splitting cluster 1 changes total score from -104284072.000000 to -104282632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Entering Unmasked Estep 
Score: -208528.171875 Penalty: 1883.905273
	Iteration 0F: 2 clusters Score -208528.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -205950.359375 Penalty: 3767.810547
	Iteration 0F: 3 clusters Score -205950.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -206512.781250 Penalty: 3767.810547
	Iteration 1F: 3 clusters Score -206512.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -206731.750000 Penalty: 3767.810547
	Iteration 2F: 3 clusters Score -206731.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -206926.687500 Penalty: 3767.810547
	Iteration 3F: 3 clusters Score -206926.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -207170.703125 Penalty: 3767.810547
	Iteration 4F: 3 clusters Score -207170.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -207613.031250 Penalty: 3767.810547
	Iteration 5F: 3 clusters Score -207613 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -208039.656250 Penalty: 3767.810547
	Iteration 6F: 3 clusters Score -208039.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -208265.546875 Penalty: 3767.810547
	Iteration 7F: 3 clusters Score -208265.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -208347.656250 Penalty: 3767.810547
	Iteration 8Q: 3 clusters Score -208347.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -208371.703125 Penalty: 3767.810547
	Iteration 9Q: 3 clusters Score -208371.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -208383.484375 Penalty: 3767.810547
	Iteration 10Q: 3 clusters Score -208383.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -208390.312500 Penalty: 3767.810547
	Iteration 11Q: 3 clusters Score -208390.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -208394.031250 Penalty: 3767.810547
	Iteration 12Q: 3 clusters Score -208394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -208396.781250 Penalty: 3767.810547
	Iteration 13Q: 3 clusters Score -208396.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -208399.437500 Penalty: 3767.810547
	Iteration 14Q: 3 clusters Score -208399.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -208400.046875 Penalty: 3767.810547
	Iteration 15Q: 3 clusters Score -208400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -208400.046875 Penalty: 3767.810547
	Iteration 16F: 3 clusters Score -208400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Entering Unmasked Estep 
Score: -3585730.750000 Penalty: 2552.636963
	Iteration 0F: 2 clusters Score -3585731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -3565519.750000 Penalty: 5105.273926
	Iteration 0F: 3 clusters Score -3565520 nChanged 13293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -3572542.500000 Penalty: 5105.273926
	Iteration 1F: 3 clusters Score -3572542 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3572979.500000 Penalty: 5105.273926
	Iteration 2Q: 3 clusters Score -3572980 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -3573354.250000 Penalty: 5105.273926
	Iteration 3Q: 3 clusters Score -3573354 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -3573715.500000 Penalty: 5105.273926
	Iteration 4Q: 3 clusters Score -3573716 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3574144.500000 Penalty: 5105.273926
	Iteration 5Q: 3 clusters Score -3574144 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3574680.250000 Penalty: 5105.273926
	Iteration 6Q: 3 clusters Score -3574680 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -3575366.250000 Penalty: 5105.273926
	Iteration 7Q: 3 clusters Score -3575366 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3576318.250000 Penalty: 5105.273926
	Iteration 8F: 3 clusters Score -3576318 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3577593.000000 Penalty: 5105.273926
	Iteration 9F: 3 clusters Score -3577593 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -3579120.500000 Penalty: 5105.273926
	Iteration 10F: 3 clusters Score -3579120 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -3580650.000000 Penalty: 5105.273926
	Iteration 11Q: 3 clusters Score -3580650 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3581809.500000 Penalty: 5105.273926
	Iteration 12Q: 3 clusters Score -3581810 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3582526.750000 Penalty: 5105.273926
	Iteration 13Q: 3 clusters Score -3582527 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -3582881.500000 Penalty: 5105.273926
	Iteration 14Q: 3 clusters Score -3582882 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3583062.250000 Penalty: 5105.273926
	Iteration 15Q: 3 clusters Score -3583062 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3583160.250000 Penalty: 5105.273926
	Iteration 16Q: 3 clusters Score -3583160 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3583230.500000 Penalty: 5105.273926
	Iteration 17Q: 3 clusters Score -3583230 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3583284.250000 Penalty: 5105.273926
	Iteration 18Q: 3 clusters Score -3583284 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3583317.000000 Penalty: 5105.273926
	Iteration 19Q: 3 clusters Score -3583317 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -3583344.500000 Penalty: 5105.273926
	Iteration 20F: 3 clusters Score -3583344 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -3583355.750000 Penalty: 5105.273926
	Iteration 21Q: 3 clusters Score -3583356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -3583368.000000 Penalty: 5105.273926
	Iteration 22Q: 3 clusters Score -3583368 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -3583390.250000 Penalty: 5105.273926
	Iteration 23Q: 3 clusters Score -3583390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -3583403.750000 Penalty: 5105.273926
	Iteration 24Q: 3 clusters Score -3583404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3583411.750000 Penalty: 5105.273926
	Iteration 25Q: 3 clusters Score -3583412 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3583423.000000 Penalty: 5105.273926
	Iteration 26Q: 3 clusters Score -3583423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3583431.250000 Penalty: 5105.273926
	Iteration 27Q: 3 clusters Score -3583431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3583430.250000 Penalty: 5105.273926
	Iteration 28Q: 3 clusters Score -3583430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -3583440.500000 Penalty: 5105.273926
	Iteration 29Q: 3 clusters Score -3583440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -3583447.000000 Penalty: 5105.273926
	Iteration 30Q: 3 clusters Score -3583447 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3583456.000000 Penalty: 5105.273926
	Iteration 31Q: 3 clusters Score -3583456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3583461.500000 Penalty: 5105.273926
	Iteration 32Q: 3 clusters Score -3583462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -3583466.500000 Penalty: 5105.273926
	Iteration 33Q: 3 clusters Score -3583466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -3583474.500000 Penalty: 5105.273926
	Iteration 34Q: 3 clusters Score -3583474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3583483.750000 Penalty: 5105.273926
	Iteration 35Q: 3 clusters Score -3583484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -3583492.750000 Penalty: 5105.273926
	Iteration 36Q: 3 clusters Score -3583493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3583496.250000 Penalty: 5105.273926
	Iteration 37Q: 3 clusters Score -3583496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3583498.500000 Penalty: 5105.273926
	Iteration 38Q: 3 clusters Score -3583498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3583502.500000 Penalty: 5105.273926
	Iteration 39Q: 3 clusters Score -3583502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3583502.250000 Penalty: 5105.273926
	Iteration 40F: 3 clusters Score -3583502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -3583500.500000 Penalty: 5105.273926
	Iteration 41Q: 3 clusters Score -3583500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -3583499.250000 Penalty: 5105.273926
	Iteration 42Q: 3 clusters Score -3583499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3583502.250000 Penalty: 5105.273926
	Iteration 43Q: 3 clusters Score -3583502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3583506.000000 Penalty: 5105.273926
	Iteration 44Q: 3 clusters Score -3583506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3583506.750000 Penalty: 5105.273926
	Iteration 45Q: 3 clusters Score -3583507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -3583509.500000 Penalty: 5105.273926
	Iteration 46Q: 3 clusters Score -3583510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -3583507.500000 Penalty: 5105.273926
	Iteration 47Q: 3 clusters Score -3583508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3583506.250000 Penalty: 5105.273926
	Iteration 48Q: 3 clusters Score -3583506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -3583509.750000 Penalty: 5105.273926
	Iteration 49Q: 3 clusters Score -3583510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3583509.500000 Penalty: 5105.273926
	Iteration 50Q: 3 clusters Score -3583510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -3583508.000000 Penalty: 5105.273926
	Iteration 51Q: 3 clusters Score -3583508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -3583508.000000 Penalty: 5105.273926
	Iteration 52Q: 3 clusters Score -3583508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -3583508.750000 Penalty: 5105.273926
	Iteration 53Q: 3 clusters Score -3583509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3583509.250000 Penalty: 5105.273926
	Iteration 54Q: 3 clusters Score -3583509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -3583511.750000 Penalty: 5105.273926
	Iteration 55Q: 3 clusters Score -3583512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3583516.000000 Penalty: 5105.273926
	Iteration 56Q: 3 clusters Score -3583516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -3583510.750000 Penalty: 5105.273926
	Iteration 57Q: 3 clusters Score -3583511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3583516.500000 Penalty: 5105.273926
	Iteration 58Q: 3 clusters Score -3583516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -3583516.500000 Penalty: 5105.273926
	Iteration 59Q: 3 clusters Score -3583516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -3583509.250000 Penalty: 5105.273926
	Iteration 60F: 3 clusters Score -3583509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3583516.750000 Penalty: 5105.273926
	Iteration 61Q: 3 clusters Score -3583517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -3583519.500000 Penalty: 5105.273926
	Iteration 62Q: 3 clusters Score -3583520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -3583514.250000 Penalty: 5105.273926
	Iteration 63Q: 3 clusters Score -3583514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3583515.250000 Penalty: 5105.273926
	Iteration 64Q: 3 clusters Score -3583515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -3583514.000000 Penalty: 5105.273926
	Iteration 65Q: 3 clusters Score -3583514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -3583516.750000 Penalty: 5105.273926
	Iteration 66Q: 3 clusters Score -3583517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3583514.500000 Penalty: 5105.273926
	Iteration 67Q: 3 clusters Score -3583514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3583516.250000 Penalty: 5105.273926
	Iteration 68Q: 3 clusters Score -3583516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -3583515.750000 Penalty: 5105.273926
	Iteration 69Q: 3 clusters Score -3583516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3583516.500000 Penalty: 5105.273926
	Iteration 70Q: 3 clusters Score -3583516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -3583518.500000 Penalty: 5105.273926
	Iteration 71Q: 3 clusters Score -3583518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -3583519.250000 Penalty: 5105.273926
	Iteration 72Q: 3 clusters Score -3583519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3583518.500000 Penalty: 5105.273926
	Iteration 73Q: 3 clusters Score -3583518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3583518.500000 Penalty: 5105.273926
	Iteration 74F: 3 clusters Score -3583518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -124796.679688 Penalty: 1764.462769
	Iteration 0F: 2 clusters Score -124796.7 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 612 members 
Entering Unmasked Estep 
Score: -122718.421875 Penalty: 3528.925537
	Iteration 0F: 3 clusters Score -122718.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -123184.000000 Penalty: 3528.925537
	Iteration 1F: 3 clusters Score -123184 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -123419.773438 Penalty: 3528.925537
	Iteration 2F: 3 clusters Score -123419.8 nChanged 82
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: -123595.835938 Penalty: 3528.925537
	Iteration 3F: 3 clusters Score -123595.8 nChanged 67
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: -123734.234375 Penalty: 3528.925537
	Iteration 4F: 3 clusters Score -123734.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -123867.546875 Penalty: 3528.925537
	Iteration 5F: 3 clusters Score -123867.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -123967.359375 Penalty: 3528.925537
	Iteration 6Q: 3 clusters Score -123967.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -124044.796875 Penalty: 3528.925537
	Iteration 7Q: 3 clusters Score -124044.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -124102.820312 Penalty: 3528.925537
	Iteration 8Q: 3 clusters Score -124102.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -124154.757812 Penalty: 3528.925537
	Iteration 9Q: 3 clusters Score -124154.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -124216.406250 Penalty: 3528.925537
	Iteration 10Q: 3 clusters Score -124216.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -124260.875000 Penalty: 3528.925537
	Iteration 11Q: 3 clusters Score -124260.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -124314.632812 Penalty: 3528.925537
	Iteration 12Q: 3 clusters Score -124314.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -124357.132812 Penalty: 3528.925537
	Iteration 13Q: 3 clusters Score -124357.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -124395.046875 Penalty: 3528.925537
	Iteration 14Q: 3 clusters Score -124395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -124425.453125 Penalty: 3528.925537
	Iteration 15Q: 3 clusters Score -124425.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -124456.593750 Penalty: 3528.925537
	Iteration 16Q: 3 clusters Score -124456.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -124470.320312 Penalty: 3528.925537
	Iteration 17Q: 3 clusters Score -124470.3 nChanged 6
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: -124478.203125 Penalty: 3528.925537
	Iteration 18Q: 3 clusters Score -124478.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -124481.648438 Penalty: 3528.925537
	Iteration 19Q: 3 clusters Score -124481.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -124483.976562 Penalty: 3528.925537
	Iteration 20F: 3 clusters Score -124484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -124490.164062 Penalty: 3528.925537
	Iteration 21Q: 3 clusters Score -124490.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -124502.562500 Penalty: 3528.925537
	Iteration 22Q: 3 clusters Score -124502.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -124517.164062 Penalty: 3528.925537
	Iteration 23Q: 3 clusters Score -124517.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -124528.367188 Penalty: 3528.925537
	Iteration 24Q: 3 clusters Score -124528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -124544.515625 Penalty: 3528.925537
	Iteration 25Q: 3 clusters Score -124544.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -124584.312500 Penalty: 3528.925537
	Iteration 26Q: 3 clusters Score -124584.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -124621.882812 Penalty: 3528.925537
	Iteration 27Q: 3 clusters Score -124621.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -124661.289062 Penalty: 3528.925537
	Iteration 28Q: 3 clusters Score -124661.3 nChanged 18
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: -124709.281250 Penalty: 3528.925537
	Iteration 29Q: 3 clusters Score -124709.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -124749.281250 Penalty: 3528.925537
	Iteration 30Q: 3 clusters Score -124749.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -124785.953125 Penalty: 3528.925537
	Iteration 31Q: 3 clusters Score -124786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -124817.539062 Penalty: 3528.925537
	Iteration 32Q: 3 clusters Score -124817.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -124846.875000 Penalty: 3528.925537
	Iteration 33Q: 3 clusters Score -124846.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -124862.609375 Penalty: 3528.925537
	Iteration 34Q: 3 clusters Score -124862.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -124868.242188 Penalty: 3528.925537
	Iteration 35Q: 3 clusters Score -124868.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -124877.968750 Penalty: 3528.925537
	Iteration 36Q: 3 clusters Score -124878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -124883.718750 Penalty: 3528.925537
	Iteration 37Q: 3 clusters Score -124883.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -124886.343750 Penalty: 3528.925537
	Iteration 38Q: 3 clusters Score -124886.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -124894.484375 Penalty: 3528.925537
	Iteration 39Q: 3 clusters Score -124894.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -124902.007812 Penalty: 3528.925537
	Iteration 40F: 3 clusters Score -124902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -124905.937500 Penalty: 3528.925537
	Iteration 41Q: 3 clusters Score -124905.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -124907.906250 Penalty: 3528.925537
	Iteration 42Q: 3 clusters Score -124907.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -124910.406250 Penalty: 3528.925537
	Iteration 43Q: 3 clusters Score -124910.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -124911.539062 Penalty: 3528.925537
	Iteration 44Q: 3 clusters Score -124911.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -124914.773438 Penalty: 3528.925537
	Iteration 45Q: 3 clusters Score -124914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -124920.648438 Penalty: 3528.925537
	Iteration 46Q: 3 clusters Score -124920.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -124930.500000 Penalty: 3528.925537
	Iteration 47Q: 3 clusters Score -124930.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -124952.523438 Penalty: 3528.925537
	Iteration 48Q: 3 clusters Score -124952.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -124984.125000 Penalty: 3528.925537
	Iteration 49Q: 3 clusters Score -124984.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -125008.351562 Penalty: 3528.925537
	Iteration 50Q: 3 clusters Score -125008.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -125023.132812 Penalty: 3528.925537
	Iteration 51Q: 3 clusters Score -125023.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -125053.187500 Penalty: 3528.925537
	Iteration 52Q: 3 clusters Score -125053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -125081.976562 Penalty: 3528.925537
	Iteration 53Q: 3 clusters Score -125082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -125103.515625 Penalty: 3528.925537
	Iteration 54Q: 3 clusters Score -125103.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -125112.523438 Penalty: 3528.925537
	Iteration 55Q: 3 clusters Score -125112.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -125118.968750 Penalty: 3528.925537
	Iteration 56Q: 3 clusters Score -125119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -125120.304688 Penalty: 3528.925537
	Iteration 57Q: 3 clusters Score -125120.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -125120.304688 Penalty: 3528.925537
	Iteration 58F: 3 clusters Score -125120.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 29522 members 
Mstep: Class 4 contains 798 members 
Mstep: Class 5 contains 206571 members 
Mstep: Class 6 contains 432 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85558 members 
Mstep: Class 10 contains 12364 members 
Mstep: Class 11 contains 9644 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 225211 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34348 members 
Mstep: Class 19 contains 39109 members 
Mstep: Class 21 contains 202321 members 
Mstep: Class 22 contains 4393 members 
Mstep: Class 23 contains 12692 members 
Entering Unmasked Estep 
Score: -104282736.000000 Penalty: 64462.460938
Splitting cluster 4 changes total score from -104284072.000000 to -104282736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (206571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206571 members 
Entering Unmasked Estep 
Score: -25167004.000000 Penalty: 3035.123047
	Iteration 0F: 2 clusters Score -2.5167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103319 members 
Mstep: Class 2 contains 103252 members 
Entering Unmasked Estep 
Score: -25035038.000000 Penalty: 6070.246094
	Iteration 0F: 3 clusters Score -2.503504e+07 nChanged 99293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105976 members 
Mstep: Class 2 contains 100595 members 
Entering Unmasked Estep 
Score: -25093260.000000 Penalty: 6070.246094
	Iteration 1F: 3 clusters Score -2.509326e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107282 members 
Mstep: Class 2 contains 99289 members 
Entering Unmasked Estep 
Score: -25094436.000000 Penalty: 6070.246094
	Iteration 2Q: 3 clusters Score -2.509444e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109216 members 
Mstep: Class 2 contains 97355 members 
Entering Unmasked Estep 
Score: -25096426.000000 Penalty: 6070.246094
	Iteration 3Q: 3 clusters Score -2.509643e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112241 members 
Mstep: Class 2 contains 94330 members 
Entering Unmasked Estep 
Score: -25099396.000000 Penalty: 6070.246094
	Iteration 4Q: 3 clusters Score -2.50994e+07 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116950 members 
Mstep: Class 2 contains 89621 members 
Entering Unmasked Estep 
Score: -25103558.000000 Penalty: 6070.246094
	Iteration 5Q: 3 clusters Score -2.510356e+07 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123935 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -25110332.000000 Penalty: 6070.246094
	Iteration 6F: 3 clusters Score -2.511033e+07 nChanged 13963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133200 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -25120286.000000 Penalty: 6070.246094
	Iteration 7F: 3 clusters Score -2.512029e+07 nChanged 14558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143292 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -25132742.000000 Penalty: 6070.246094
	Iteration 8F: 3 clusters Score -2.513274e+07 nChanged 12884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151868 members 
Mstep: Class 2 contains 54703 members 
Entering Unmasked Estep 
Score: -25144122.000000 Penalty: 6070.246094
	Iteration 9F: 3 clusters Score -2.514412e+07 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157447 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -25150306.000000 Penalty: 6070.246094
	Iteration 10Q: 3 clusters Score -2.515031e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161462 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -25153074.000000 Penalty: 6070.246094
	Iteration 11Q: 3 clusters Score -2.515307e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164832 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -25154532.000000 Penalty: 6070.246094
	Iteration 12Q: 3 clusters Score -2.515453e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167875 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -25155748.000000 Penalty: 6070.246094
	Iteration 13Q: 3 clusters Score -2.515575e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170672 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -25156800.000000 Penalty: 6070.246094
	Iteration 14Q: 3 clusters Score -2.51568e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173282 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -25157856.000000 Penalty: 6070.246094
	Iteration 15Q: 3 clusters Score -2.515786e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175790 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -25158674.000000 Penalty: 6070.246094
	Iteration 16Q: 3 clusters Score -2.515867e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178130 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -25159440.000000 Penalty: 6070.246094
	Iteration 17Q: 3 clusters Score -2.515944e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180383 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -25159970.000000 Penalty: 6070.246094
	Iteration 18Q: 3 clusters Score -2.515997e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182506 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -25160470.000000 Penalty: 6070.246094
	Iteration 19Q: 3 clusters Score -2.516047e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184585 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -25161270.000000 Penalty: 6070.246094
	Iteration 20F: 3 clusters Score -2.516127e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186512 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -25161908.000000 Penalty: 6070.246094
	Iteration 21Q: 3 clusters Score -2.516191e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188353 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -25162444.000000 Penalty: 6070.246094
	Iteration 22Q: 3 clusters Score -2.516244e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190067 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -25162978.000000 Penalty: 6070.246094
	Iteration 23Q: 3 clusters Score -2.516298e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191618 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -25163394.000000 Penalty: 6070.246094
	Iteration 24Q: 3 clusters Score -2.516339e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193045 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -25163984.000000 Penalty: 6070.246094
	Iteration 25Q: 3 clusters Score -2.516398e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194331 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -25164312.000000 Penalty: 6070.246094
	Iteration 26Q: 3 clusters Score -2.516431e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195488 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -25164764.000000 Penalty: 6070.246094
	Iteration 27Q: 3 clusters Score -2.516476e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196487 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -25165026.000000 Penalty: 6070.246094
	Iteration 28Q: 3 clusters Score -2.516503e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197362 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -25165118.000000 Penalty: 6070.246094
	Iteration 29Q: 3 clusters Score -2.516512e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198138 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -25165360.000000 Penalty: 6070.246094
	Iteration 30Q: 3 clusters Score -2.516536e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198802 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -25165486.000000 Penalty: 6070.246094
	Iteration 31Q: 3 clusters Score -2.516549e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199360 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -25165600.000000 Penalty: 6070.246094
	Iteration 32Q: 3 clusters Score -2.51656e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199826 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -25165658.000000 Penalty: 6070.246094
	Iteration 33Q: 3 clusters Score -2.516566e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200231 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -25165684.000000 Penalty: 6070.246094
	Iteration 34Q: 3 clusters Score -2.516568e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200594 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -25165666.000000 Penalty: 6070.246094
	Iteration 35Q: 3 clusters Score -2.516567e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200897 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -25165642.000000 Penalty: 6070.246094
	Iteration 36Q: 3 clusters Score -2.516564e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201127 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -25165714.000000 Penalty: 6070.246094
	Iteration 37Q: 3 clusters Score -2.516571e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201322 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -25165730.000000 Penalty: 6070.246094
	Iteration 38Q: 3 clusters Score -2.516573e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201493 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -25165788.000000 Penalty: 6070.246094
	Iteration 39Q: 3 clusters Score -2.516579e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201664 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -25165760.000000 Penalty: 6070.246094
	Iteration 40F: 3 clusters Score -2.516576e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201811 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -25165802.000000 Penalty: 6070.246094
	Iteration 41Q: 3 clusters Score -2.51658e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201928 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -25165820.000000 Penalty: 6070.246094
	Iteration 42Q: 3 clusters Score -2.516582e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202033 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -25165782.000000 Penalty: 6070.246094
	Iteration 43Q: 3 clusters Score -2.516578e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202125 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -25165786.000000 Penalty: 6070.246094
	Iteration 44Q: 3 clusters Score -2.516579e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202209 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -25165756.000000 Penalty: 6070.246094
	Iteration 45Q: 3 clusters Score -2.516576e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202278 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -25165794.000000 Penalty: 6070.246094
	Iteration 46Q: 3 clusters Score -2.516579e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202341 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -25165820.000000 Penalty: 6070.246094
	Iteration 47Q: 3 clusters Score -2.516582e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202385 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -25165822.000000 Penalty: 6070.246094
	Iteration 48Q: 3 clusters Score -2.516582e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202422 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -25165802.000000 Penalty: 6070.246094
	Iteration 49Q: 3 clusters Score -2.51658e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202452 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -25165806.000000 Penalty: 6070.246094
	Iteration 50Q: 3 clusters Score -2.516581e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202485 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -25165786.000000 Penalty: 6070.246094
	Iteration 51Q: 3 clusters Score -2.516579e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202503 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -25165806.000000 Penalty: 6070.246094
	Iteration 52Q: 3 clusters Score -2.516581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202519 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -25165822.000000 Penalty: 6070.246094
	Iteration 53Q: 3 clusters Score -2.516582e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202539 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -25165870.000000 Penalty: 6070.246094
	Iteration 54Q: 3 clusters Score -2.516587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202553 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -25165850.000000 Penalty: 6070.246094
	Iteration 55Q: 3 clusters Score -2.516585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202568 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -25165846.000000 Penalty: 6070.246094
	Iteration 56Q: 3 clusters Score -2.516585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202583 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -25165862.000000 Penalty: 6070.246094
	Iteration 57Q: 3 clusters Score -2.516586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202594 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -25165858.000000 Penalty: 6070.246094
	Iteration 58Q: 3 clusters Score -2.516586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202602 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -25165850.000000 Penalty: 6070.246094
	Iteration 59Q: 3 clusters Score -2.516585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202608 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -25165856.000000 Penalty: 6070.246094
	Iteration 60F: 3 clusters Score -2.516586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202617 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -25165848.000000 Penalty: 6070.246094
	Iteration 61Q: 3 clusters Score -2.516585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202625 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -25165858.000000 Penalty: 6070.246094
	Iteration 62Q: 3 clusters Score -2.516586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202632 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -25165856.000000 Penalty: 6070.246094
	Iteration 63Q: 3 clusters Score -2.516586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202644 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -25165876.000000 Penalty: 6070.246094
	Iteration 64Q: 3 clusters Score -2.516588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202649 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -25165894.000000 Penalty: 6070.246094
	Iteration 65Q: 3 clusters Score -2.516589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202656 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -25165896.000000 Penalty: 6070.246094
	Iteration 66Q: 3 clusters Score -2.51659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202657 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -25165888.000000 Penalty: 6070.246094
	Iteration 67Q: 3 clusters Score -2.516589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202658 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -25165902.000000 Penalty: 6070.246094
	Iteration 68Q: 3 clusters Score -2.51659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202661 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -25165890.000000 Penalty: 6070.246094
	Iteration 69Q: 3 clusters Score -2.516589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202666 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -25165894.000000 Penalty: 6070.246094
	Iteration 70Q: 3 clusters Score -2.516589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202672 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -25165886.000000 Penalty: 6070.246094
	Iteration 71Q: 3 clusters Score -2.516589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202679 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -25165882.000000 Penalty: 6070.246094
	Iteration 72Q: 3 clusters Score -2.516588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202679 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -25165880.000000 Penalty: 6070.246094
	Iteration 73Q: 3 clusters Score -2.516588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202679 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -25165880.000000 Penalty: 6070.246094
	Iteration 74F: 3 clusters Score -2.516588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -171946.734375 Penalty: 1814.504028
	Iteration 0F: 2 clusters Score -171946.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -169715.421875 Penalty: 3629.008057
	Iteration 0F: 3 clusters Score -169715.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -170155.796875 Penalty: 3629.008057
	Iteration 1F: 3 clusters Score -170155.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -170288.203125 Penalty: 3629.008057
	Iteration 2F: 3 clusters Score -170288.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -170389.625000 Penalty: 3629.008057
	Iteration 3Q: 3 clusters Score -170389.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -170485.859375 Penalty: 3629.008057
	Iteration 4Q: 3 clusters Score -170485.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -170536.750000 Penalty: 3629.008057
	Iteration 5Q: 3 clusters Score -170536.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -170565.156250 Penalty: 3629.008057
	Iteration 6Q: 3 clusters Score -170565.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -170599.656250 Penalty: 3629.008057
	Iteration 7Q: 3 clusters Score -170599.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -170631.265625 Penalty: 3629.008057
	Iteration 8Q: 3 clusters Score -170631.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -170655.656250 Penalty: 3629.008057
	Iteration 9Q: 3 clusters Score -170655.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -170670.765625 Penalty: 3629.008057
	Iteration 10Q: 3 clusters Score -170670.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -170677.218750 Penalty: 3629.008057
	Iteration 11Q: 3 clusters Score -170677.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -170683.109375 Penalty: 3629.008057
	Iteration 12Q: 3 clusters Score -170683.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -170690.140625 Penalty: 3629.008057
	Iteration 13Q: 3 clusters Score -170690.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -170694.218750 Penalty: 3629.008057
	Iteration 14Q: 3 clusters Score -170694.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -170701.859375 Penalty: 3629.008057
	Iteration 15Q: 3 clusters Score -170701.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -170708.718750 Penalty: 3629.008057
	Iteration 16Q: 3 clusters Score -170708.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -170711.546875 Penalty: 3629.008057
	Iteration 17Q: 3 clusters Score -170711.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -170713.312500 Penalty: 3629.008057
	Iteration 18Q: 3 clusters Score -170713.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -170722.828125 Penalty: 3629.008057
	Iteration 19Q: 3 clusters Score -170722.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -170727.093750 Penalty: 3629.008057
	Iteration 20F: 3 clusters Score -170727.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -170730.796875 Penalty: 3629.008057
	Iteration 21Q: 3 clusters Score -170730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -170733.015625 Penalty: 3629.008057
	Iteration 22Q: 3 clusters Score -170733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -170733.015625 Penalty: 3629.008057
	Iteration 23F: 3 clusters Score -170733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (85558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85558 members 
Entering Unmasked Estep 
Score: -10481741.000000 Penalty: 2816.523438
	Iteration 0F: 2 clusters Score -1.048174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -10424588.000000 Penalty: 5633.046875
	Iteration 0F: 3 clusters Score -1.042459e+07 nChanged 40154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -10447557.000000 Penalty: 5633.046875
	Iteration 1F: 3 clusters Score -1.044756e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -10448317.000000 Penalty: 5633.046875
	Iteration 2Q: 3 clusters Score -1.044832e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -10449235.000000 Penalty: 5633.046875
	Iteration 3Q: 3 clusters Score -1.044924e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -10450655.000000 Penalty: 5633.046875
	Iteration 4Q: 3 clusters Score -1.045066e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -10453445.000000 Penalty: 5633.046875
	Iteration 5F: 3 clusters Score -1.045344e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -10458093.000000 Penalty: 5633.046875
	Iteration 6F: 3 clusters Score -1.045809e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -10465025.000000 Penalty: 5633.046875
	Iteration 7F: 3 clusters Score -1.046502e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78608 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -10472268.000000 Penalty: 5633.046875
	Iteration 8F: 3 clusters Score -1.047227e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83166 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -10476912.000000 Penalty: 5633.046875
	Iteration 9F: 3 clusters Score -1.047691e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84839 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10478542.000000 Penalty: 5633.046875
	Iteration 10Q: 3 clusters Score -1.047854e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85243 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10478920.000000 Penalty: 5633.046875
	Iteration 11Q: 3 clusters Score -1.047892e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85329 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10479037.000000 Penalty: 5633.046875
	Iteration 12Q: 3 clusters Score -1.047904e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85354 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10479105.000000 Penalty: 5633.046875
	Iteration 13Q: 3 clusters Score -1.04791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85369 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10479129.000000 Penalty: 5633.046875
	Iteration 14Q: 3 clusters Score -1.047913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85383 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10479179.000000 Penalty: 5633.046875
	Iteration 15Q: 3 clusters Score -1.047918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85390 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10479196.000000 Penalty: 5633.046875
	Iteration 16Q: 3 clusters Score -1.04792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85395 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10479201.000000 Penalty: 5633.046875
	Iteration 17Q: 3 clusters Score -1.04792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85397 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10479210.000000 Penalty: 5633.046875
	Iteration 18Q: 3 clusters Score -1.047921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85401 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10479224.000000 Penalty: 5633.046875
	Iteration 19Q: 3 clusters Score -1.047922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85405 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10479232.000000 Penalty: 5633.046875
	Iteration 20F: 3 clusters Score -1.047923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Entering Unmasked Estep 
Score: -1486877.750000 Penalty: 2336.791016
	Iteration 0F: 2 clusters Score -1486878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1477645.500000 Penalty: 4673.582031
	Iteration 0F: 3 clusters Score -1477646 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1480338.750000 Penalty: 4673.582031
	Iteration 1F: 3 clusters Score -1480339 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1480659.125000 Penalty: 4673.582031
	Iteration 2F: 3 clusters Score -1480659 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1480899.375000 Penalty: 4673.582031
	Iteration 3Q: 3 clusters Score -1480899 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1481095.750000 Penalty: 4673.582031
	Iteration 4Q: 3 clusters Score -1481096 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1481273.250000 Penalty: 4673.582031
	Iteration 5Q: 3 clusters Score -1481273 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1481438.625000 Penalty: 4673.582031
	Iteration 6Q: 3 clusters Score -1481439 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1481627.375000 Penalty: 4673.582031
	Iteration 7Q: 3 clusters Score -1481627 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1481825.625000 Penalty: 4673.582031
	Iteration 8Q: 3 clusters Score -1481826 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1482071.500000 Penalty: 4673.582031
	Iteration 9Q: 3 clusters Score -1482072 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1482371.125000 Penalty: 4673.582031
	Iteration 10Q: 3 clusters Score -1482371 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1482732.250000 Penalty: 4673.582031
	Iteration 11Q: 3 clusters Score -1482732 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1483099.750000 Penalty: 4673.582031
	Iteration 12Q: 3 clusters Score -1483100 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1483470.375000 Penalty: 4673.582031
	Iteration 13Q: 3 clusters Score -1483470 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1483805.000000 Penalty: 4673.582031
	Iteration 14Q: 3 clusters Score -1483805 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1484066.000000 Penalty: 4673.582031
	Iteration 15Q: 3 clusters Score -1484066 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1484236.500000 Penalty: 4673.582031
	Iteration 16Q: 3 clusters Score -1484236 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1484378.750000 Penalty: 4673.582031
	Iteration 17Q: 3 clusters Score -1484379 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1484494.625000 Penalty: 4673.582031
	Iteration 18Q: 3 clusters Score -1484495 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1484570.500000 Penalty: 4673.582031
	Iteration 19Q: 3 clusters Score -1484570 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1484632.625000 Penalty: 4673.582031
	Iteration 20F: 3 clusters Score -1484633 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1484682.000000 Penalty: 4673.582031
	Iteration 21Q: 3 clusters Score -1484682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1484701.625000 Penalty: 4673.582031
	Iteration 22Q: 3 clusters Score -1484702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1484723.625000 Penalty: 4673.582031
	Iteration 23Q: 3 clusters Score -1484724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1484730.125000 Penalty: 4673.582031
	Iteration 24Q: 3 clusters Score -1484730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1484742.125000 Penalty: 4673.582031
	Iteration 25Q: 3 clusters Score -1484742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1484747.000000 Penalty: 4673.582031
	Iteration 26Q: 3 clusters Score -1484747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1484760.125000 Penalty: 4673.582031
	Iteration 27Q: 3 clusters Score -1484760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1484764.000000 Penalty: 4673.582031
	Iteration 28Q: 3 clusters Score -1484764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1484775.250000 Penalty: 4673.582031
	Iteration 29Q: 3 clusters Score -1484775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1484788.000000 Penalty: 4673.582031
	Iteration 30Q: 3 clusters Score -1484788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1484799.250000 Penalty: 4673.582031
	Iteration 31Q: 3 clusters Score -1484799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1484800.375000 Penalty: 4673.582031
	Iteration 32Q: 3 clusters Score -1484800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1484803.250000 Penalty: 4673.582031
	Iteration 33Q: 3 clusters Score -1484803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1484806.125000 Penalty: 4673.582031
	Iteration 34Q: 3 clusters Score -1484806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1484806.875000 Penalty: 4673.582031
	Iteration 35Q: 3 clusters Score -1484807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1484808.500000 Penalty: 4673.582031
	Iteration 36Q: 3 clusters Score -1484808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1484810.250000 Penalty: 4673.582031
	Iteration 37Q: 3 clusters Score -1484810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1484812.250000 Penalty: 4673.582031
	Iteration 38Q: 3 clusters Score -1484812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1484812.250000 Penalty: 4673.582031
	Iteration 39F: 3 clusters Score -1484812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Entering Unmasked Estep 
Score: -1120245.625000 Penalty: 2275.174561
	Iteration 0F: 2 clusters Score -1120246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1112732.125000 Penalty: 4550.349121
	Iteration 0F: 3 clusters Score -1112732 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1114861.750000 Penalty: 4550.349121
	Iteration 1F: 3 clusters Score -1114862 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1115103.875000 Penalty: 4550.349121
	Iteration 2F: 3 clusters Score -1115104 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1115286.125000 Penalty: 4550.349121
	Iteration 3Q: 3 clusters Score -1115286 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1115462.000000 Penalty: 4550.349121
	Iteration 4Q: 3 clusters Score -1115462 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1115648.375000 Penalty: 4550.349121
	Iteration 5Q: 3 clusters Score -1115648 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1115845.750000 Penalty: 4550.349121
	Iteration 6Q: 3 clusters Score -1115846 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1116042.875000 Penalty: 4550.349121
	Iteration 7Q: 3 clusters Score -1116043 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1116222.250000 Penalty: 4550.349121
	Iteration 8Q: 3 clusters Score -1116222 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1116412.000000 Penalty: 4550.349121
	Iteration 9Q: 3 clusters Score -1116412 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1116621.625000 Penalty: 4550.349121
	Iteration 10Q: 3 clusters Score -1116622 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1116821.000000 Penalty: 4550.349121
	Iteration 11Q: 3 clusters Score -1116821 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1117052.500000 Penalty: 4550.349121
	Iteration 12Q: 3 clusters Score -1117052 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1117335.250000 Penalty: 4550.349121
	Iteration 13Q: 3 clusters Score -1117335 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1117607.750000 Penalty: 4550.349121
	Iteration 14Q: 3 clusters Score -1117608 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1117857.000000 Penalty: 4550.349121
	Iteration 15Q: 3 clusters Score -1117857 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1118054.125000 Penalty: 4550.349121
	Iteration 16Q: 3 clusters Score -1118054 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1118194.750000 Penalty: 4550.349121
	Iteration 17Q: 3 clusters Score -1118195 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1118295.875000 Penalty: 4550.349121
	Iteration 18Q: 3 clusters Score -1118296 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1118380.750000 Penalty: 4550.349121
	Iteration 19Q: 3 clusters Score -1118381 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1118424.125000 Penalty: 4550.349121
	Iteration 20F: 3 clusters Score -1118424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1118447.375000 Penalty: 4550.349121
	Iteration 21Q: 3 clusters Score -1118447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1118473.125000 Penalty: 4550.349121
	Iteration 22Q: 3 clusters Score -1118473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1118494.250000 Penalty: 4550.349121
	Iteration 23Q: 3 clusters Score -1118494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1118517.125000 Penalty: 4550.349121
	Iteration 24Q: 3 clusters Score -1118517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1118543.750000 Penalty: 4550.349121
	Iteration 25Q: 3 clusters Score -1118544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1118571.250000 Penalty: 4550.349121
	Iteration 26Q: 3 clusters Score -1118571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1118589.250000 Penalty: 4550.349121
	Iteration 27Q: 3 clusters Score -1118589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1118609.500000 Penalty: 4550.349121
	Iteration 28Q: 3 clusters Score -1118610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1118613.625000 Penalty: 4550.349121
	Iteration 29Q: 3 clusters Score -1118614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1118615.500000 Penalty: 4550.349121
	Iteration 30Q: 3 clusters Score -1118616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1118615.500000 Penalty: 4550.349121
	Iteration 31F: 3 clusters Score -1118616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -63321.246094 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -63321.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61765.636719 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -61765.64 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -62051.632812 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -62051.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -62117.253906 Penalty: 3199.433350
	Iteration 2Q: 3 clusters Score -62117.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62155.652344 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -62155.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62177.800781 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -62177.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -62214.898438 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -62214.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -62234.117188 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -62234.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62254.593750 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -62254.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -62264.687500 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -62264.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -62267.566406 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -62267.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -62267.566406 Penalty: 3199.433350
	Iteration 10F: 3 clusters Score -62267.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (225211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225211 members 
Entering Unmasked Estep 
Score: -27296908.000000 Penalty: 3056.548584
	Iteration 0F: 2 clusters Score -2.729691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112861 members 
Mstep: Class 2 contains 112350 members 
Entering Unmasked Estep 
Score: -27151492.000000 Penalty: 6113.097168
	Iteration 0F: 3 clusters Score -2.715149e+07 nChanged 108407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116944 members 
Mstep: Class 2 contains 108267 members 
Entering Unmasked Estep 
Score: -27215580.000000 Penalty: 6113.097168
	Iteration 1F: 3 clusters Score -2.721558e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119432 members 
Mstep: Class 2 contains 105779 members 
Entering Unmasked Estep 
Score: -27216982.000000 Penalty: 6113.097168
	Iteration 2Q: 3 clusters Score -2.721698e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123278 members 
Mstep: Class 2 contains 101933 members 
Entering Unmasked Estep 
Score: -27219132.000000 Penalty: 6113.097168
	Iteration 3Q: 3 clusters Score -2.721913e+07 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129117 members 
Mstep: Class 2 contains 96094 members 
Entering Unmasked Estep 
Score: -27222856.000000 Penalty: 6113.097168
	Iteration 4Q: 3 clusters Score -2.722286e+07 nChanged 11688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137601 members 
Mstep: Class 2 contains 87610 members 
Entering Unmasked Estep 
Score: -27228970.000000 Penalty: 6113.097168
	Iteration 5F: 3 clusters Score -2.722897e+07 nChanged 14195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148996 members 
Mstep: Class 2 contains 76215 members 
Entering Unmasked Estep 
Score: -27238654.000000 Penalty: 6113.097168
	Iteration 6F: 3 clusters Score -2.723865e+07 nChanged 16071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162297 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -27251930.000000 Penalty: 6113.097168
	Iteration 7F: 3 clusters Score -2.725193e+07 nChanged 15341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174604 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -27265564.000000 Penalty: 6113.097168
	Iteration 8F: 3 clusters Score -2.726556e+07 nChanged 12066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183518 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -27275332.000000 Penalty: 6113.097168
	Iteration 9F: 3 clusters Score -2.727533e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189567 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -27280894.000000 Penalty: 6113.097168
	Iteration 10Q: 3 clusters Score -2.728089e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194003 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -27283824.000000 Penalty: 6113.097168
	Iteration 11Q: 3 clusters Score -2.728382e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197895 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -27286002.000000 Penalty: 6113.097168
	Iteration 12Q: 3 clusters Score -2.7286e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201358 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -27287512.000000 Penalty: 6113.097168
	Iteration 13Q: 3 clusters Score -2.728751e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204340 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -27288804.000000 Penalty: 6113.097168
	Iteration 14Q: 3 clusters Score -2.72888e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206898 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -27289782.000000 Penalty: 6113.097168
	Iteration 15Q: 3 clusters Score -2.728978e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209073 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -27290782.000000 Penalty: 6113.097168
	Iteration 16Q: 3 clusters Score -2.729078e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210922 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -27291560.000000 Penalty: 6113.097168
	Iteration 17Q: 3 clusters Score -2.729156e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212496 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -27292242.000000 Penalty: 6113.097168
	Iteration 18Q: 3 clusters Score -2.729224e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213839 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -27292706.000000 Penalty: 6113.097168
	Iteration 19Q: 3 clusters Score -2.729271e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214988 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -27293076.000000 Penalty: 6113.097168
	Iteration 20F: 3 clusters Score -2.729308e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215962 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -27293342.000000 Penalty: 6113.097168
	Iteration 21Q: 3 clusters Score -2.729334e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216766 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -27293510.000000 Penalty: 6113.097168
	Iteration 22Q: 3 clusters Score -2.729351e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217459 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -27293732.000000 Penalty: 6113.097168
	Iteration 23Q: 3 clusters Score -2.729373e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218108 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -27293958.000000 Penalty: 6113.097168
	Iteration 24Q: 3 clusters Score -2.729396e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218647 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -27294038.000000 Penalty: 6113.097168
	Iteration 25Q: 3 clusters Score -2.729404e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219115 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -27294210.000000 Penalty: 6113.097168
	Iteration 26Q: 3 clusters Score -2.729421e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219504 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -27294388.000000 Penalty: 6113.097168
	Iteration 27Q: 3 clusters Score -2.729439e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219845 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -27294504.000000 Penalty: 6113.097168
	Iteration 28Q: 3 clusters Score -2.72945e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220138 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -27294530.000000 Penalty: 6113.097168
	Iteration 29Q: 3 clusters Score -2.729453e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220416 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -27294552.000000 Penalty: 6113.097168
	Iteration 30Q: 3 clusters Score -2.729455e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220671 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -27294590.000000 Penalty: 6113.097168
	Iteration 31Q: 3 clusters Score -2.729459e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220911 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -27294604.000000 Penalty: 6113.097168
	Iteration 32Q: 3 clusters Score -2.72946e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221139 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -27294678.000000 Penalty: 6113.097168
	Iteration 33Q: 3 clusters Score -2.729468e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221341 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -27294756.000000 Penalty: 6113.097168
	Iteration 34Q: 3 clusters Score -2.729476e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221537 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -27294754.000000 Penalty: 6113.097168
	Iteration 35Q: 3 clusters Score -2.729475e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221682 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -27294774.000000 Penalty: 6113.097168
	Iteration 36Q: 3 clusters Score -2.729477e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221804 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -27294800.000000 Penalty: 6113.097168
	Iteration 37Q: 3 clusters Score -2.72948e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221924 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -27294820.000000 Penalty: 6113.097168
	Iteration 38Q: 3 clusters Score -2.729482e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222020 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -27294872.000000 Penalty: 6113.097168
	Iteration 39Q: 3 clusters Score -2.729487e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222107 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -27294868.000000 Penalty: 6113.097168
	Iteration 40F: 3 clusters Score -2.729487e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222182 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -27294904.000000 Penalty: 6113.097168
	Iteration 41Q: 3 clusters Score -2.72949e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222255 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -27294910.000000 Penalty: 6113.097168
	Iteration 42Q: 3 clusters Score -2.729491e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222313 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -27294906.000000 Penalty: 6113.097168
	Iteration 43Q: 3 clusters Score -2.729491e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222365 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -27294926.000000 Penalty: 6113.097168
	Iteration 44Q: 3 clusters Score -2.729493e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222405 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -27294914.000000 Penalty: 6113.097168
	Iteration 45Q: 3 clusters Score -2.729491e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222454 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -27294922.000000 Penalty: 6113.097168
	Iteration 46Q: 3 clusters Score -2.729492e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222491 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -27294930.000000 Penalty: 6113.097168
	Iteration 47Q: 3 clusters Score -2.729493e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222523 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -27294958.000000 Penalty: 6113.097168
	Iteration 48Q: 3 clusters Score -2.729496e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222558 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -27294958.000000 Penalty: 6113.097168
	Iteration 49Q: 3 clusters Score -2.729496e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222582 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -27294956.000000 Penalty: 6113.097168
	Iteration 50Q: 3 clusters Score -2.729496e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222609 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -27294922.000000 Penalty: 6113.097168
	Iteration 51Q: 3 clusters Score -2.729492e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222630 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -27294916.000000 Penalty: 6113.097168
	Iteration 52Q: 3 clusters Score -2.729492e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222652 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -27294908.000000 Penalty: 6113.097168
	Iteration 53Q: 3 clusters Score -2.729491e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222674 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -27294908.000000 Penalty: 6113.097168
	Iteration 54Q: 3 clusters Score -2.729491e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222691 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -27294926.000000 Penalty: 6113.097168
	Iteration 55Q: 3 clusters Score -2.729493e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222708 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -27294894.000000 Penalty: 6113.097168
	Iteration 56Q: 3 clusters Score -2.729489e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222728 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -27294916.000000 Penalty: 6113.097168
	Iteration 57Q: 3 clusters Score -2.729492e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222754 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -27294930.000000 Penalty: 6113.097168
	Iteration 58Q: 3 clusters Score -2.729493e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222779 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -27294914.000000 Penalty: 6113.097168
	Iteration 59Q: 3 clusters Score -2.729491e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222794 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -27294934.000000 Penalty: 6113.097168
	Iteration 60F: 3 clusters Score -2.729493e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222819 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -27294942.000000 Penalty: 6113.097168
	Iteration 61Q: 3 clusters Score -2.729494e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222832 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -27294952.000000 Penalty: 6113.097168
	Iteration 62Q: 3 clusters Score -2.729495e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222842 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -27294944.000000 Penalty: 6113.097168
	Iteration 63Q: 3 clusters Score -2.729494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222855 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -27294966.000000 Penalty: 6113.097168
	Iteration 64Q: 3 clusters Score -2.729497e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222871 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -27294982.000000 Penalty: 6113.097168
	Iteration 65Q: 3 clusters Score -2.729498e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222882 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -27294968.000000 Penalty: 6113.097168
	Iteration 66Q: 3 clusters Score -2.729497e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222897 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -27294960.000000 Penalty: 6113.097168
	Iteration 67Q: 3 clusters Score -2.729496e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222911 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -27294966.000000 Penalty: 6113.097168
	Iteration 68Q: 3 clusters Score -2.729497e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222939 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -27294962.000000 Penalty: 6113.097168
	Iteration 69Q: 3 clusters Score -2.729496e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222959 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -27294952.000000 Penalty: 6113.097168
	Iteration 70Q: 3 clusters Score -2.729495e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222982 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -27294976.000000 Penalty: 6113.097168
	Iteration 71Q: 3 clusters Score -2.729498e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223004 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -27295018.000000 Penalty: 6113.097168
	Iteration 72Q: 3 clusters Score -2.729502e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223023 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -27295050.000000 Penalty: 6113.097168
	Iteration 73Q: 3 clusters Score -2.729505e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223055 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -27295116.000000 Penalty: 6113.097168
	Iteration 74Q: 3 clusters Score -2.729512e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223081 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -27295090.000000 Penalty: 6113.097168
	Iteration 75Q: 3 clusters Score -2.729509e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223106 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -27295070.000000 Penalty: 6113.097168
	Iteration 76Q: 3 clusters Score -2.729507e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223131 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -27295088.000000 Penalty: 6113.097168
	Iteration 77Q: 3 clusters Score -2.729509e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223158 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -27295142.000000 Penalty: 6113.097168
	Iteration 78Q: 3 clusters Score -2.729514e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223199 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -27295172.000000 Penalty: 6113.097168
	Iteration 79Q: 3 clusters Score -2.729517e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223235 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -27295238.000000 Penalty: 6113.097168
	Iteration 80F: 3 clusters Score -2.729524e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223271 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -27295244.000000 Penalty: 6113.097168
	Iteration 81Q: 3 clusters Score -2.729524e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223291 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -27295300.000000 Penalty: 6113.097168
	Iteration 82Q: 3 clusters Score -2.72953e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223318 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -27295386.000000 Penalty: 6113.097168
	Iteration 83Q: 3 clusters Score -2.729539e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223321 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -27295524.000000 Penalty: 6113.097168
	Iteration 84Q: 3 clusters Score -2.729552e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223317 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -27295608.000000 Penalty: 6113.097168
	Iteration 85Q: 3 clusters Score -2.729561e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223296 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -27295624.000000 Penalty: 6113.097168
	Iteration 86Q: 3 clusters Score -2.729562e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223254 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -27295632.000000 Penalty: 6113.097168
	Iteration 87Q: 3 clusters Score -2.729563e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223219 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -27295676.000000 Penalty: 6113.097168
	Iteration 88Q: 3 clusters Score -2.729568e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223192 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -27295708.000000 Penalty: 6113.097168
	Iteration 89Q: 3 clusters Score -2.729571e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223162 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -27295762.000000 Penalty: 6113.097168
	Iteration 90Q: 3 clusters Score -2.729576e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223130 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -27295782.000000 Penalty: 6113.097168
	Iteration 91Q: 3 clusters Score -2.729578e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223104 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -27295810.000000 Penalty: 6113.097168
	Iteration 92Q: 3 clusters Score -2.729581e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223077 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -27295824.000000 Penalty: 6113.097168
	Iteration 93Q: 3 clusters Score -2.729582e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223050 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -27295858.000000 Penalty: 6113.097168
	Iteration 94Q: 3 clusters Score -2.729586e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223038 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -27295880.000000 Penalty: 6113.097168
	Iteration 95Q: 3 clusters Score -2.729588e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223016 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -27295882.000000 Penalty: 6113.097168
	Iteration 96Q: 3 clusters Score -2.729588e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222988 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -27295926.000000 Penalty: 6113.097168
	Iteration 97Q: 3 clusters Score -2.729593e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222973 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -27295948.000000 Penalty: 6113.097168
	Iteration 98Q: 3 clusters Score -2.729595e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222965 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -27295946.000000 Penalty: 6113.097168
	Iteration 99Q: 3 clusters Score -2.729595e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222950 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -27295968.000000 Penalty: 6113.097168
	Iteration 100F: 3 clusters Score -2.729597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222939 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -27295996.000000 Penalty: 6113.097168
	Iteration 101Q: 3 clusters Score -2.7296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222926 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -27295992.000000 Penalty: 6113.097168
	Iteration 102Q: 3 clusters Score -2.729599e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222920 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -27295984.000000 Penalty: 6113.097168
	Iteration 103Q: 3 clusters Score -2.729598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222909 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -27295960.000000 Penalty: 6113.097168
	Iteration 104Q: 3 clusters Score -2.729596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222898 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -27295972.000000 Penalty: 6113.097168
	Iteration 105Q: 3 clusters Score -2.729597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222885 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -27295972.000000 Penalty: 6113.097168
	Iteration 106Q: 3 clusters Score -2.729597e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222871 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -27295994.000000 Penalty: 6113.097168
	Iteration 107Q: 3 clusters Score -2.729599e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222860 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -27296028.000000 Penalty: 6113.097168
	Iteration 108Q: 3 clusters Score -2.729603e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222844 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -27296022.000000 Penalty: 6113.097168
	Iteration 109Q: 3 clusters Score -2.729602e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222824 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -27296030.000000 Penalty: 6113.097168
	Iteration 110Q: 3 clusters Score -2.729603e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222804 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -27296076.000000 Penalty: 6113.097168
	Iteration 111Q: 3 clusters Score -2.729608e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222781 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -27296098.000000 Penalty: 6113.097168
	Iteration 112Q: 3 clusters Score -2.72961e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222760 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -27296100.000000 Penalty: 6113.097168
	Iteration 113Q: 3 clusters Score -2.72961e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222733 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -27296112.000000 Penalty: 6113.097168
	Iteration 114Q: 3 clusters Score -2.729611e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222713 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -27296148.000000 Penalty: 6113.097168
	Iteration 115Q: 3 clusters Score -2.729615e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222689 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -27296136.000000 Penalty: 6113.097168
	Iteration 116Q: 3 clusters Score -2.729614e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222676 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -27296118.000000 Penalty: 6113.097168
	Iteration 117Q: 3 clusters Score -2.729612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222660 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -27296130.000000 Penalty: 6113.097168
	Iteration 118Q: 3 clusters Score -2.729613e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222647 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -27296126.000000 Penalty: 6113.097168
	Iteration 119Q: 3 clusters Score -2.729613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222640 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -27296134.000000 Penalty: 6113.097168
	Iteration 120F: 3 clusters Score -2.729613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222636 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -27296150.000000 Penalty: 6113.097168
	Iteration 121Q: 3 clusters Score -2.729615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222635 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -27296154.000000 Penalty: 6113.097168
	Iteration 122Q: 3 clusters Score -2.729615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222632 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -27296142.000000 Penalty: 6113.097168
	Iteration 123Q: 3 clusters Score -2.729614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222629 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -27296136.000000 Penalty: 6113.097168
	Iteration 124Q: 3 clusters Score -2.729614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222627 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -27296122.000000 Penalty: 6113.097168
	Iteration 125Q: 3 clusters Score -2.729612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222627 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -27296122.000000 Penalty: 6113.097168
	Iteration 126F: 3 clusters Score -2.729612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -51955.261719 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -51955.26 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 305 members 
Entering Unmasked Estep 
Score: -50416.511719 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -50416.51 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50682.824219 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -50682.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -50779.105469 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -50779.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50804.230469 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -50804.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -50822.480469 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -50822.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -50836.847656 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -50836.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -50841.191406 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -50841.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -50844.308594 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -50844.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -50861.226562 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -50861.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -50879.101562 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -50879.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -50924.597656 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -50924.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -50962.980469 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -50962.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -51026.917969 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -51026.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -51070.433594 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -51070.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -51117.187500 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -51117.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -51162.343750 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -51162.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -51187.917969 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -51187.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -51214.238281 Penalty: 3184.317383
	Iteration 17Q: 3 clusters Score -51214.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -51218.972656 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -51218.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -51223.242188 Penalty: 3184.317383
	Iteration 19Q: 3 clusters Score -51223.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -51244.183594 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -51244.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -51380.781250 Penalty: 3184.317383
	Iteration 21Q: 3 clusters Score -51380.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -51401.886719 Penalty: 3184.317383
	Iteration 22Q: 3 clusters Score -51401.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -51426.007812 Penalty: 3184.317383
	Iteration 23Q: 3 clusters Score -51426.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -51447.539062 Penalty: 3184.317383
	Iteration 24Q: 3 clusters Score -51447.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -51463.832031 Penalty: 3184.317383
	Iteration 25Q: 3 clusters Score -51463.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -51463.832031 Penalty: 3184.317383
	Iteration 26F: 3 clusters Score -51463.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Entering Unmasked Estep 
Score: -438152.500000 Penalty: 2049.562012
	Iteration 0F: 2 clusters Score -438152.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -434296.531250 Penalty: 4099.124023
	Iteration 0F: 3 clusters Score -434296.5 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -435152.687500 Penalty: 4099.124023
	Iteration 1F: 3 clusters Score -435152.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -435435.187500 Penalty: 4099.124023
	Iteration 2F: 3 clusters Score -435435.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -435700.218750 Penalty: 4099.124023
	Iteration 3F: 3 clusters Score -435700.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -436048.125000 Penalty: 4099.124023
	Iteration 4F: 3 clusters Score -436048.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -436392.812500 Penalty: 4099.124023
	Iteration 5F: 3 clusters Score -436392.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -436660.406250 Penalty: 4099.124023
	Iteration 6F: 3 clusters Score -436660.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -436852.625000 Penalty: 4099.124023
	Iteration 7Q: 3 clusters Score -436852.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -436979.875000 Penalty: 4099.124023
	Iteration 8Q: 3 clusters Score -436979.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -437053.750000 Penalty: 4099.124023
	Iteration 9Q: 3 clusters Score -437053.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -437079.593750 Penalty: 4099.124023
	Iteration 10Q: 3 clusters Score -437079.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -437097.093750 Penalty: 4099.124023
	Iteration 11Q: 3 clusters Score -437097.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -437106.750000 Penalty: 4099.124023
	Iteration 12Q: 3 clusters Score -437106.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -437111.375000 Penalty: 4099.124023
	Iteration 13Q: 3 clusters Score -437111.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -437116.812500 Penalty: 4099.124023
	Iteration 14Q: 3 clusters Score -437116.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -437118.093750 Penalty: 4099.124023
	Iteration 15Q: 3 clusters Score -437118.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -437119.937500 Penalty: 4099.124023
	Iteration 16Q: 3 clusters Score -437119.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -437120.593750 Penalty: 4099.124023
	Iteration 17Q: 3 clusters Score -437120.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -437120.531250 Penalty: 4099.124023
	Iteration 18Q: 3 clusters Score -437120.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -437121.531250 Penalty: 4099.124023
	Iteration 19Q: 3 clusters Score -437121.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -437121.187500 Penalty: 4099.124023
	Iteration 20F: 3 clusters Score -437121.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -437122.031250 Penalty: 4099.124023
	Iteration 21Q: 3 clusters Score -437122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -437121.843750 Penalty: 4099.124023
	Iteration 22Q: 3 clusters Score -437121.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -437121.843750 Penalty: 4099.124023
	Iteration 23F: 3 clusters Score -437121.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Entering Unmasked Estep 
Score: -4236788.000000 Penalty: 2590.186035
	Iteration 0F: 2 clusters Score -4236788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -4213487.000000 Penalty: 5180.372070
	Iteration 0F: 3 clusters Score -4213487 nChanged 15516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -4221710.500000 Penalty: 5180.372070
	Iteration 1F: 3 clusters Score -4221710 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -4222172.000000 Penalty: 5180.372070
	Iteration 2Q: 3 clusters Score -4222172 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -4222576.000000 Penalty: 5180.372070
	Iteration 3Q: 3 clusters Score -4222576 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -4222963.000000 Penalty: 5180.372070
	Iteration 4Q: 3 clusters Score -4222963 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -4223377.000000 Penalty: 5180.372070
	Iteration 5Q: 3 clusters Score -4223377 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -4223824.500000 Penalty: 5180.372070
	Iteration 6Q: 3 clusters Score -4223824 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4224470.500000 Penalty: 5180.372070
	Iteration 7Q: 3 clusters Score -4224470 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -4225432.500000 Penalty: 5180.372070
	Iteration 8F: 3 clusters Score -4225432 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -4226887.000000 Penalty: 5180.372070
	Iteration 9F: 3 clusters Score -4226887 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -4228753.000000 Penalty: 5180.372070
	Iteration 10F: 3 clusters Score -4228753 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -4230789.500000 Penalty: 5180.372070
	Iteration 11F: 3 clusters Score -4230790 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -4232409.500000 Penalty: 5180.372070
	Iteration 12Q: 3 clusters Score -4232410 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -4233256.000000 Penalty: 5180.372070
	Iteration 13Q: 3 clusters Score -4233256 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -4233621.500000 Penalty: 5180.372070
	Iteration 14Q: 3 clusters Score -4233622 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -4233794.000000 Penalty: 5180.372070
	Iteration 15Q: 3 clusters Score -4233794 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -4233962.500000 Penalty: 5180.372070
	Iteration 16Q: 3 clusters Score -4233962 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -4234065.500000 Penalty: 5180.372070
	Iteration 17Q: 3 clusters Score -4234066 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -4234137.000000 Penalty: 5180.372070
	Iteration 18Q: 3 clusters Score -4234137 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -4234212.000000 Penalty: 5180.372070
	Iteration 19Q: 3 clusters Score -4234212 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -4234258.500000 Penalty: 5180.372070
	Iteration 20F: 3 clusters Score -4234258 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -4234319.000000 Penalty: 5180.372070
	Iteration 21Q: 3 clusters Score -4234319 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -4234377.000000 Penalty: 5180.372070
	Iteration 22Q: 3 clusters Score -4234377 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -4234409.500000 Penalty: 5180.372070
	Iteration 23Q: 3 clusters Score -4234410 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -4234441.000000 Penalty: 5180.372070
	Iteration 24Q: 3 clusters Score -4234441 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -4234463.500000 Penalty: 5180.372070
	Iteration 25Q: 3 clusters Score -4234464 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -4234494.500000 Penalty: 5180.372070
	Iteration 26Q: 3 clusters Score -4234494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -4234517.000000 Penalty: 5180.372070
	Iteration 27Q: 3 clusters Score -4234517 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4234543.500000 Penalty: 5180.372070
	Iteration 28Q: 3 clusters Score -4234544 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -4234554.000000 Penalty: 5180.372070
	Iteration 29Q: 3 clusters Score -4234554 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -4234572.000000 Penalty: 5180.372070
	Iteration 30Q: 3 clusters Score -4234572 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4234589.500000 Penalty: 5180.372070
	Iteration 31Q: 3 clusters Score -4234590 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -4234624.000000 Penalty: 5180.372070
	Iteration 32Q: 3 clusters Score -4234624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -4234645.000000 Penalty: 5180.372070
	Iteration 33Q: 3 clusters Score -4234645 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -4234656.500000 Penalty: 5180.372070
	Iteration 34Q: 3 clusters Score -4234656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -4234666.500000 Penalty: 5180.372070
	Iteration 35Q: 3 clusters Score -4234666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4234662.000000 Penalty: 5180.372070
	Iteration 36Q: 3 clusters Score -4234662 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -4234679.000000 Penalty: 5180.372070
	Iteration 37Q: 3 clusters Score -4234679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -4234691.500000 Penalty: 5180.372070
	Iteration 38Q: 3 clusters Score -4234692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -4234692.500000 Penalty: 5180.372070
	Iteration 39Q: 3 clusters Score -4234692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -4234700.000000 Penalty: 5180.372070
	Iteration 40F: 3 clusters Score -4234700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -4234699.500000 Penalty: 5180.372070
	Iteration 41Q: 3 clusters Score -4234700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -4234709.000000 Penalty: 5180.372070
	Iteration 42Q: 3 clusters Score -4234709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -4234718.000000 Penalty: 5180.372070
	Iteration 43Q: 3 clusters Score -4234718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -4234713.500000 Penalty: 5180.372070
	Iteration 44Q: 3 clusters Score -4234714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -4234736.500000 Penalty: 5180.372070
	Iteration 45Q: 3 clusters Score -4234736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4234732.500000 Penalty: 5180.372070
	Iteration 46Q: 3 clusters Score -4234732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -4234750.500000 Penalty: 5180.372070
	Iteration 47Q: 3 clusters Score -4234750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -4234752.000000 Penalty: 5180.372070
	Iteration 48Q: 3 clusters Score -4234752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4234766.500000 Penalty: 5180.372070
	Iteration 49Q: 3 clusters Score -4234766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4234755.500000 Penalty: 5180.372070
	Iteration 50Q: 3 clusters Score -4234756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -4234762.500000 Penalty: 5180.372070
	Iteration 51Q: 3 clusters Score -4234762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -4234762.500000 Penalty: 5180.372070
	Iteration 52Q: 3 clusters Score -4234762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -4234765.000000 Penalty: 5180.372070
	Iteration 53Q: 3 clusters Score -4234765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -4234769.000000 Penalty: 5180.372070
	Iteration 54Q: 3 clusters Score -4234769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4234769.500000 Penalty: 5180.372070
	Iteration 55Q: 3 clusters Score -4234770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -4234768.000000 Penalty: 5180.372070
	Iteration 56Q: 3 clusters Score -4234768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -4234771.000000 Penalty: 5180.372070
	Iteration 57Q: 3 clusters Score -4234771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -4234769.500000 Penalty: 5180.372070
	Iteration 58Q: 3 clusters Score -4234770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -4234766.500000 Penalty: 5180.372070
	Iteration 59Q: 3 clusters Score -4234766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -4234773.000000 Penalty: 5180.372070
	Iteration 60F: 3 clusters Score -4234773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -4234777.000000 Penalty: 5180.372070
	Iteration 61Q: 3 clusters Score -4234777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -4234778.500000 Penalty: 5180.372070
	Iteration 62Q: 3 clusters Score -4234778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -4234779.000000 Penalty: 5180.372070
	Iteration 63Q: 3 clusters Score -4234779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -4234781.500000 Penalty: 5180.372070
	Iteration 64Q: 3 clusters Score -4234782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -4234784.000000 Penalty: 5180.372070
	Iteration 65Q: 3 clusters Score -4234784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -4234780.500000 Penalty: 5180.372070
	Iteration 66Q: 3 clusters Score -4234780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -4234783.000000 Penalty: 5180.372070
	Iteration 67Q: 3 clusters Score -4234783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -4234783.000000 Penalty: 5180.372070
	Iteration 68Q: 3 clusters Score -4234783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -4234782.000000 Penalty: 5180.372070
	Iteration 69Q: 3 clusters Score -4234782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4234778.000000 Penalty: 5180.372070
	Iteration 70Q: 3 clusters Score -4234778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -4234782.500000 Penalty: 5180.372070
	Iteration 71Q: 3 clusters Score -4234782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -4234783.000000 Penalty: 5180.372070
	Iteration 72Q: 3 clusters Score -4234783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -4234778.500000 Penalty: 5180.372070
	Iteration 73Q: 3 clusters Score -4234778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -4234789.000000 Penalty: 5180.372070
	Iteration 74Q: 3 clusters Score -4234789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -4234790.000000 Penalty: 5180.372070
	Iteration 75Q: 3 clusters Score -4234790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -4234793.000000 Penalty: 5180.372070
	Iteration 76Q: 3 clusters Score -4234793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -4234796.500000 Penalty: 5180.372070
	Iteration 77Q: 3 clusters Score -4234796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -4234803.000000 Penalty: 5180.372070
	Iteration 78Q: 3 clusters Score -4234803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -4234807.500000 Penalty: 5180.372070
	Iteration 79Q: 3 clusters Score -4234808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -4234805.500000 Penalty: 5180.372070
	Iteration 80F: 3 clusters Score -4234806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -4234806.500000 Penalty: 5180.372070
	Iteration 81Q: 3 clusters Score -4234806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -4234801.500000 Penalty: 5180.372070
	Iteration 82Q: 3 clusters Score -4234802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -4234804.500000 Penalty: 5180.372070
	Iteration 83Q: 3 clusters Score -4234804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -4234804.500000 Penalty: 5180.372070
	Iteration 84Q: 3 clusters Score -4234804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -4234812.500000 Penalty: 5180.372070
	Iteration 85Q: 3 clusters Score -4234812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -4234811.000000 Penalty: 5180.372070
	Iteration 86Q: 3 clusters Score -4234811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -4234812.000000 Penalty: 5180.372070
	Iteration 87Q: 3 clusters Score -4234812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -4234814.500000 Penalty: 5180.372070
	Iteration 88Q: 3 clusters Score -4234814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -4234811.000000 Penalty: 5180.372070
	Iteration 89Q: 3 clusters Score -4234811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -4234816.000000 Penalty: 5180.372070
	Iteration 90Q: 3 clusters Score -4234816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -4234813.500000 Penalty: 5180.372070
	Iteration 91Q: 3 clusters Score -4234814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -4234813.500000 Penalty: 5180.372070
	Iteration 92F: 3 clusters Score -4234814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Entering Unmasked Estep 
Score: -4648854.000000 Penalty: 2622.378906
	Iteration 0F: 2 clusters Score -4648854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -4622235.500000 Penalty: 5244.757812
	Iteration 0F: 3 clusters Score -4622236 nChanged 17938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -4631995.000000 Penalty: 5244.757812
	Iteration 1F: 3 clusters Score -4631995 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -4632373.000000 Penalty: 5244.757812
	Iteration 2Q: 3 clusters Score -4632373 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -4632769.500000 Penalty: 5244.757812
	Iteration 3Q: 3 clusters Score -4632770 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -4633099.000000 Penalty: 5244.757812
	Iteration 4Q: 3 clusters Score -4633099 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -4633468.500000 Penalty: 5244.757812
	Iteration 5Q: 3 clusters Score -4633468 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -4633907.000000 Penalty: 5244.757812
	Iteration 6Q: 3 clusters Score -4633907 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -4634474.000000 Penalty: 5244.757812
	Iteration 7Q: 3 clusters Score -4634474 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -4635277.000000 Penalty: 5244.757812
	Iteration 8Q: 3 clusters Score -4635277 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -4636410.000000 Penalty: 5244.757812
	Iteration 9Q: 3 clusters Score -4636410 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -4638032.500000 Penalty: 5244.757812
	Iteration 10F: 3 clusters Score -4638032 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -4640052.000000 Penalty: 5244.757812
	Iteration 11F: 3 clusters Score -4640052 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -4642009.000000 Penalty: 5244.757812
	Iteration 12F: 3 clusters Score -4642009 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -4643483.000000 Penalty: 5244.757812
	Iteration 13Q: 3 clusters Score -4643483 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -4644327.000000 Penalty: 5244.757812
	Iteration 14Q: 3 clusters Score -4644327 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -4644854.000000 Penalty: 5244.757812
	Iteration 15Q: 3 clusters Score -4644854 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -4645234.000000 Penalty: 5244.757812
	Iteration 16Q: 3 clusters Score -4645234 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -4645537.500000 Penalty: 5244.757812
	Iteration 17Q: 3 clusters Score -4645538 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -4645783.000000 Penalty: 5244.757812
	Iteration 18Q: 3 clusters Score -4645783 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -4645955.000000 Penalty: 5244.757812
	Iteration 19Q: 3 clusters Score -4645955 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -4646114.500000 Penalty: 5244.757812
	Iteration 20F: 3 clusters Score -4646114 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -4646216.500000 Penalty: 5244.757812
	Iteration 21Q: 3 clusters Score -4646216 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -4646319.500000 Penalty: 5244.757812
	Iteration 22Q: 3 clusters Score -4646320 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -4646382.000000 Penalty: 5244.757812
	Iteration 23Q: 3 clusters Score -4646382 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -4646448.000000 Penalty: 5244.757812
	Iteration 24Q: 3 clusters Score -4646448 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -4646501.500000 Penalty: 5244.757812
	Iteration 25Q: 3 clusters Score -4646502 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -4646532.000000 Penalty: 5244.757812
	Iteration 26Q: 3 clusters Score -4646532 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -4646541.000000 Penalty: 5244.757812
	Iteration 27Q: 3 clusters Score -4646541 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -4646564.500000 Penalty: 5244.757812
	Iteration 28Q: 3 clusters Score -4646564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -4646587.500000 Penalty: 5244.757812
	Iteration 29Q: 3 clusters Score -4646588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -4646602.500000 Penalty: 5244.757812
	Iteration 30Q: 3 clusters Score -4646602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -4646632.000000 Penalty: 5244.757812
	Iteration 31Q: 3 clusters Score -4646632 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -4646644.000000 Penalty: 5244.757812
	Iteration 32Q: 3 clusters Score -4646644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -4646649.000000 Penalty: 5244.757812
	Iteration 33Q: 3 clusters Score -4646649 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -4646659.500000 Penalty: 5244.757812
	Iteration 34Q: 3 clusters Score -4646660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -4646670.000000 Penalty: 5244.757812
	Iteration 35Q: 3 clusters Score -4646670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -4646680.500000 Penalty: 5244.757812
	Iteration 36Q: 3 clusters Score -4646680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -4646683.500000 Penalty: 5244.757812
	Iteration 37Q: 3 clusters Score -4646684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -4646696.000000 Penalty: 5244.757812
	Iteration 38Q: 3 clusters Score -4646696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -4646707.000000 Penalty: 5244.757812
	Iteration 39Q: 3 clusters Score -4646707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -4646705.500000 Penalty: 5244.757812
	Iteration 40F: 3 clusters Score -4646706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -4646708.000000 Penalty: 5244.757812
	Iteration 41Q: 3 clusters Score -4646708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -4646709.500000 Penalty: 5244.757812
	Iteration 42Q: 3 clusters Score -4646710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -4646715.000000 Penalty: 5244.757812
	Iteration 43Q: 3 clusters Score -4646715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -4646718.000000 Penalty: 5244.757812
	Iteration 44Q: 3 clusters Score -4646718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -4646723.000000 Penalty: 5244.757812
	Iteration 45Q: 3 clusters Score -4646723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -4646725.500000 Penalty: 5244.757812
	Iteration 46Q: 3 clusters Score -4646726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -4646721.000000 Penalty: 5244.757812
	Iteration 47Q: 3 clusters Score -4646721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -4646721.500000 Penalty: 5244.757812
	Iteration 48Q: 3 clusters Score -4646722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -4646724.500000 Penalty: 5244.757812
	Iteration 49Q: 3 clusters Score -4646724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -4646721.500000 Penalty: 5244.757812
	Iteration 50Q: 3 clusters Score -4646722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -4646729.000000 Penalty: 5244.757812
	Iteration 51Q: 3 clusters Score -4646729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -4646729.000000 Penalty: 5244.757812
	Iteration 52Q: 3 clusters Score -4646729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -4646728.500000 Penalty: 5244.757812
	Iteration 53Q: 3 clusters Score -4646728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -4646735.500000 Penalty: 5244.757812
	Iteration 54Q: 3 clusters Score -4646736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -4646738.000000 Penalty: 5244.757812
	Iteration 55Q: 3 clusters Score -4646738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -4646737.500000 Penalty: 5244.757812
	Iteration 56Q: 3 clusters Score -4646738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -4646740.500000 Penalty: 5244.757812
	Iteration 57Q: 3 clusters Score -4646740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -4646743.000000 Penalty: 5244.757812
	Iteration 58Q: 3 clusters Score -4646743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -4646745.500000 Penalty: 5244.757812
	Iteration 59Q: 3 clusters Score -4646746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -4646745.500000 Penalty: 5244.757812
	Iteration 60F: 3 clusters Score -4646746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (202321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202321 members 
Entering Unmasked Estep 
Score: -24622708.000000 Penalty: 3029.967529
	Iteration 0F: 2 clusters Score -2.462271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100745 members 
Mstep: Class 2 contains 101576 members 
Entering Unmasked Estep 
Score: -24489040.000000 Penalty: 6059.935059
	Iteration 0F: 3 clusters Score -2.448904e+07 nChanged 97638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 110552 members 
Entering Unmasked Estep 
Score: -24547370.000000 Penalty: 6059.935059
	Iteration 1F: 3 clusters Score -2.454737e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86312 members 
Mstep: Class 2 contains 116009 members 
Entering Unmasked Estep 
Score: -24549118.000000 Penalty: 6059.935059
	Iteration 2Q: 3 clusters Score -2.454912e+07 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 124432 members 
Entering Unmasked Estep 
Score: -24552674.000000 Penalty: 6059.935059
	Iteration 3Q: 3 clusters Score -2.455267e+07 nChanged 12608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65365 members 
Mstep: Class 2 contains 136956 members 
Entering Unmasked Estep 
Score: -24560278.000000 Penalty: 6059.935059
	Iteration 4F: 3 clusters Score -2.456028e+07 nChanged 17229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 154183 members 
Entering Unmasked Estep 
Score: -24573696.000000 Penalty: 6059.935059
	Iteration 5F: 3 clusters Score -2.45737e+07 nChanged 20036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 174219 members 
Entering Unmasked Estep 
Score: -24592772.000000 Penalty: 6059.935059
	Iteration 6F: 3 clusters Score -2.459277e+07 nChanged 16683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 190902 members 
Entering Unmasked Estep 
Score: -24609838.000000 Penalty: 6059.935059
	Iteration 7F: 3 clusters Score -2.460984e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 199113 members 
Entering Unmasked Estep 
Score: -24617422.000000 Penalty: 6059.935059
	Iteration 8Q: 3 clusters Score -2.461742e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 201500 members 
Entering Unmasked Estep 
Score: -24619376.000000 Penalty: 6059.935059
	Iteration 9Q: 3 clusters Score -2.461938e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 202014 members 
Entering Unmasked Estep 
Score: -24619822.000000 Penalty: 6059.935059
	Iteration 10Q: 3 clusters Score -2.461982e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 202117 members 
Entering Unmasked Estep 
Score: -24619968.000000 Penalty: 6059.935059
	Iteration 11Q: 3 clusters Score -2.461997e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 202136 members 
Entering Unmasked Estep 
Score: -24620008.000000 Penalty: 6059.935059
	Iteration 12Q: 3 clusters Score -2.462001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 202135 members 
Entering Unmasked Estep 
Score: -24620026.000000 Penalty: 6059.935059
	Iteration 13Q: 3 clusters Score -2.462003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 202134 members 
Entering Unmasked Estep 
Score: -24620056.000000 Penalty: 6059.935059
	Iteration 14Q: 3 clusters Score -2.462006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 202132 members 
Entering Unmasked Estep 
Score: -24620050.000000 Penalty: 6059.935059
	Iteration 15Q: 3 clusters Score -2.462005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 202135 members 
Entering Unmasked Estep 
Score: -24620056.000000 Penalty: 6059.935059
	Iteration 16Q: 3 clusters Score -2.462006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 202136 members 
Entering Unmasked Estep 
Score: -24620050.000000 Penalty: 6059.935059
	Iteration 17Q: 3 clusters Score -2.462005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 202137 members 
Entering Unmasked Estep 
Score: -24620068.000000 Penalty: 6059.935059
	Iteration 18Q: 3 clusters Score -2.462007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 202141 members 
Entering Unmasked Estep 
Score: -24620086.000000 Penalty: 6059.935059
	Iteration 19Q: 3 clusters Score -2.462009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 202141 members 
Entering Unmasked Estep 
Score: -24620080.000000 Penalty: 6059.935059
	Iteration 20F: 3 clusters Score -2.462008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 202140 members 
Entering Unmasked Estep 
Score: -24620100.000000 Penalty: 6059.935059
	Iteration 21Q: 3 clusters Score -2.46201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 202140 members 
Entering Unmasked Estep 
Score: -24620100.000000 Penalty: 6059.935059
	Iteration 22F: 3 clusters Score -2.46201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Entering Unmasked Estep 
Score: -500241.500000 Penalty: 2080.166504
	Iteration 0F: 2 clusters Score -500241.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -496059.781250 Penalty: 4160.333008
	Iteration 0F: 3 clusters Score -496059.8 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -497015.906250 Penalty: 4160.333008
	Iteration 1F: 3 clusters Score -497015.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -497217.093750 Penalty: 4160.333008
	Iteration 2F: 3 clusters Score -497217.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -497337.187500 Penalty: 4160.333008
	Iteration 3Q: 3 clusters Score -497337.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -497419.062500 Penalty: 4160.333008
	Iteration 4Q: 3 clusters Score -497419.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -497469.593750 Penalty: 4160.333008
	Iteration 5Q: 3 clusters Score -497469.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -497520.750000 Penalty: 4160.333008
	Iteration 6Q: 3 clusters Score -497520.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -497561.250000 Penalty: 4160.333008
	Iteration 7Q: 3 clusters Score -497561.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -497601.093750 Penalty: 4160.333008
	Iteration 8Q: 3 clusters Score -497601.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -497632.500000 Penalty: 4160.333008
	Iteration 9Q: 3 clusters Score -497632.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -497664.250000 Penalty: 4160.333008
	Iteration 10Q: 3 clusters Score -497664.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -497689.875000 Penalty: 4160.333008
	Iteration 11Q: 3 clusters Score -497689.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -497709.062500 Penalty: 4160.333008
	Iteration 12Q: 3 clusters Score -497709.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -497732.656250 Penalty: 4160.333008
	Iteration 13Q: 3 clusters Score -497732.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -497755.156250 Penalty: 4160.333008
	Iteration 14Q: 3 clusters Score -497755.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -497775.062500 Penalty: 4160.333008
	Iteration 15Q: 3 clusters Score -497775.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -497796.218750 Penalty: 4160.333008
	Iteration 16Q: 3 clusters Score -497796.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -497814.062500 Penalty: 4160.333008
	Iteration 17Q: 3 clusters Score -497814.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -497833.218750 Penalty: 4160.333008
	Iteration 18Q: 3 clusters Score -497833.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -497851.750000 Penalty: 4160.333008
	Iteration 19Q: 3 clusters Score -497851.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -497871.562500 Penalty: 4160.333008
	Iteration 20F: 3 clusters Score -497871.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -497888.968750 Penalty: 4160.333008
	Iteration 21Q: 3 clusters Score -497889 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -497907.500000 Penalty: 4160.333008
	Iteration 22Q: 3 clusters Score -497907.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -497929.531250 Penalty: 4160.333008
	Iteration 23Q: 3 clusters Score -497929.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -497948.312500 Penalty: 4160.333008
	Iteration 24Q: 3 clusters Score -497948.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -497961.593750 Penalty: 4160.333008
	Iteration 25Q: 3 clusters Score -497961.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -497971.343750 Penalty: 4160.333008
	Iteration 26Q: 3 clusters Score -497971.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -497989.687500 Penalty: 4160.333008
	Iteration 27Q: 3 clusters Score -497989.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -498005.125000 Penalty: 4160.333008
	Iteration 28Q: 3 clusters Score -498005.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -498019.250000 Penalty: 4160.333008
	Iteration 29Q: 3 clusters Score -498019.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -498035.187500 Penalty: 4160.333008
	Iteration 30Q: 3 clusters Score -498035.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -498059.000000 Penalty: 4160.333008
	Iteration 31Q: 3 clusters Score -498059 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -498077.656250 Penalty: 4160.333008
	Iteration 32Q: 3 clusters Score -498077.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -498092.968750 Penalty: 4160.333008
	Iteration 33Q: 3 clusters Score -498093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -498105.593750 Penalty: 4160.333008
	Iteration 34Q: 3 clusters Score -498105.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -498117.468750 Penalty: 4160.333008
	Iteration 35Q: 3 clusters Score -498117.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -498124.750000 Penalty: 4160.333008
	Iteration 36Q: 3 clusters Score -498124.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -498129.250000 Penalty: 4160.333008
	Iteration 37Q: 3 clusters Score -498129.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -498137.656250 Penalty: 4160.333008
	Iteration 38Q: 3 clusters Score -498137.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -498144.750000 Penalty: 4160.333008
	Iteration 39Q: 3 clusters Score -498144.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -498150.875000 Penalty: 4160.333008
	Iteration 40F: 3 clusters Score -498150.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -498156.906250 Penalty: 4160.333008
	Iteration 41Q: 3 clusters Score -498156.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -498163.937500 Penalty: 4160.333008
	Iteration 42Q: 3 clusters Score -498163.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -498169.843750 Penalty: 4160.333008
	Iteration 43Q: 3 clusters Score -498169.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -498174.312500 Penalty: 4160.333008
	Iteration 44Q: 3 clusters Score -498174.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -498180.375000 Penalty: 4160.333008
	Iteration 45Q: 3 clusters Score -498180.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -498182.812500 Penalty: 4160.333008
	Iteration 46Q: 3 clusters Score -498182.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -498186.906250 Penalty: 4160.333008
	Iteration 47Q: 3 clusters Score -498186.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -498191.312500 Penalty: 4160.333008
	Iteration 48Q: 3 clusters Score -498191.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -498192.187500 Penalty: 4160.333008
	Iteration 49Q: 3 clusters Score -498192.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -498195.093750 Penalty: 4160.333008
	Iteration 50Q: 3 clusters Score -498195.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -498196.968750 Penalty: 4160.333008
	Iteration 51Q: 3 clusters Score -498197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -498199.875000 Penalty: 4160.333008
	Iteration 52Q: 3 clusters Score -498199.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -498201.593750 Penalty: 4160.333008
	Iteration 53Q: 3 clusters Score -498201.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -498205.812500 Penalty: 4160.333008
	Iteration 54Q: 3 clusters Score -498205.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -498209.562500 Penalty: 4160.333008
	Iteration 55Q: 3 clusters Score -498209.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -498210.687500 Penalty: 4160.333008
	Iteration 56Q: 3 clusters Score -498210.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -498215.718750 Penalty: 4160.333008
	Iteration 57Q: 3 clusters Score -498215.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -498217.718750 Penalty: 4160.333008
	Iteration 58Q: 3 clusters Score -498217.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -498220.968750 Penalty: 4160.333008
	Iteration 59Q: 3 clusters Score -498221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -498223.656250 Penalty: 4160.333008
	Iteration 60F: 3 clusters Score -498223.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -498225.625000 Penalty: 4160.333008
	Iteration 61Q: 3 clusters Score -498225.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -498231.156250 Penalty: 4160.333008
	Iteration 62Q: 3 clusters Score -498231.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -498230.687500 Penalty: 4160.333008
	Iteration 63Q: 3 clusters Score -498230.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -498232.906250 Penalty: 4160.333008
	Iteration 64Q: 3 clusters Score -498232.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -498234.437500 Penalty: 4160.333008
	Iteration 65Q: 3 clusters Score -498234.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -498236.968750 Penalty: 4160.333008
	Iteration 66Q: 3 clusters Score -498237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -498238.625000 Penalty: 4160.333008
	Iteration 67Q: 3 clusters Score -498238.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -498243.906250 Penalty: 4160.333008
	Iteration 68Q: 3 clusters Score -498243.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -498247.250000 Penalty: 4160.333008
	Iteration 69Q: 3 clusters Score -498247.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -498252.031250 Penalty: 4160.333008
	Iteration 70Q: 3 clusters Score -498252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -498256.468750 Penalty: 4160.333008
	Iteration 71Q: 3 clusters Score -498256.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -498261.343750 Penalty: 4160.333008
	Iteration 72Q: 3 clusters Score -498261.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -498262.187500 Penalty: 4160.333008
	Iteration 73Q: 3 clusters Score -498262.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -498265.125000 Penalty: 4160.333008
	Iteration 74Q: 3 clusters Score -498265.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -498269.093750 Penalty: 4160.333008
	Iteration 75Q: 3 clusters Score -498269.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -498271.500000 Penalty: 4160.333008
	Iteration 76Q: 3 clusters Score -498271.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -498273.906250 Penalty: 4160.333008
	Iteration 77Q: 3 clusters Score -498273.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -498275.968750 Penalty: 4160.333008
	Iteration 78Q: 3 clusters Score -498276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -498277.937500 Penalty: 4160.333008
	Iteration 79Q: 3 clusters Score -498277.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -498279.312500 Penalty: 4160.333008
	Iteration 80F: 3 clusters Score -498279.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -498279.875000 Penalty: 4160.333008
	Iteration 81Q: 3 clusters Score -498279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -498282.062500 Penalty: 4160.333008
	Iteration 82Q: 3 clusters Score -498282.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -498283.375000 Penalty: 4160.333008
	Iteration 83Q: 3 clusters Score -498283.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -498286.656250 Penalty: 4160.333008
	Iteration 84Q: 3 clusters Score -498286.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -498290.750000 Penalty: 4160.333008
	Iteration 85Q: 3 clusters Score -498290.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -498293.687500 Penalty: 4160.333008
	Iteration 86Q: 3 clusters Score -498293.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -498295.781250 Penalty: 4160.333008
	Iteration 87Q: 3 clusters Score -498295.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -498300.593750 Penalty: 4160.333008
	Iteration 88Q: 3 clusters Score -498300.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -498302.156250 Penalty: 4160.333008
	Iteration 89Q: 3 clusters Score -498302.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -498303.968750 Penalty: 4160.333008
	Iteration 90Q: 3 clusters Score -498304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -498303.906250 Penalty: 4160.333008
	Iteration 91Q: 3 clusters Score -498303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -498305.812500 Penalty: 4160.333008
	Iteration 92Q: 3 clusters Score -498305.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -498306.000000 Penalty: 4160.333008
	Iteration 93Q: 3 clusters Score -498306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -498306.000000 Penalty: 4160.333008
	Iteration 94F: 3 clusters Score -498306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Entering Unmasked Estep 
Score: -1565658.375000 Penalty: 2343.284424
	Iteration 0F: 2 clusters Score -1565658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1556300.625000 Penalty: 4686.568848
	Iteration 0F: 3 clusters Score -1556301 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1559132.375000 Penalty: 4686.568848
	Iteration 1F: 3 clusters Score -1559132 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1559443.250000 Penalty: 4686.568848
	Iteration 2F: 3 clusters Score -1559443 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1559713.375000 Penalty: 4686.568848
	Iteration 3Q: 3 clusters Score -1559713 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1559974.375000 Penalty: 4686.568848
	Iteration 4Q: 3 clusters Score -1559974 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1560255.000000 Penalty: 4686.568848
	Iteration 5Q: 3 clusters Score -1560255 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1560559.500000 Penalty: 4686.568848
	Iteration 6Q: 3 clusters Score -1560560 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1560892.375000 Penalty: 4686.568848
	Iteration 7Q: 3 clusters Score -1560892 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1561214.375000 Penalty: 4686.568848
	Iteration 8Q: 3 clusters Score -1561214 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1561558.500000 Penalty: 4686.568848
	Iteration 9Q: 3 clusters Score -1561558 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1561905.125000 Penalty: 4686.568848
	Iteration 10Q: 3 clusters Score -1561905 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1562226.250000 Penalty: 4686.568848
	Iteration 11Q: 3 clusters Score -1562226 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1562503.000000 Penalty: 4686.568848
	Iteration 12Q: 3 clusters Score -1562503 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1562721.875000 Penalty: 4686.568848
	Iteration 13Q: 3 clusters Score -1562722 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1562901.375000 Penalty: 4686.568848
	Iteration 14Q: 3 clusters Score -1562901 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1563024.000000 Penalty: 4686.568848
	Iteration 15Q: 3 clusters Score -1563024 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1563118.875000 Penalty: 4686.568848
	Iteration 16Q: 3 clusters Score -1563119 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1563213.125000 Penalty: 4686.568848
	Iteration 17Q: 3 clusters Score -1563213 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1563287.125000 Penalty: 4686.568848
	Iteration 18Q: 3 clusters Score -1563287 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1563341.875000 Penalty: 4686.568848
	Iteration 19Q: 3 clusters Score -1563342 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1563386.000000 Penalty: 4686.568848
	Iteration 20F: 3 clusters Score -1563386 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1563431.750000 Penalty: 4686.568848
	Iteration 21Q: 3 clusters Score -1563432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1563465.250000 Penalty: 4686.568848
	Iteration 22Q: 3 clusters Score -1563465 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1563494.375000 Penalty: 4686.568848
	Iteration 23Q: 3 clusters Score -1563494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1563518.000000 Penalty: 4686.568848
	Iteration 24Q: 3 clusters Score -1563518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1563531.625000 Penalty: 4686.568848
	Iteration 25Q: 3 clusters Score -1563532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1563553.125000 Penalty: 4686.568848
	Iteration 26Q: 3 clusters Score -1563553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1563568.500000 Penalty: 4686.568848
	Iteration 27Q: 3 clusters Score -1563568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1563582.000000 Penalty: 4686.568848
	Iteration 28Q: 3 clusters Score -1563582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1563587.375000 Penalty: 4686.568848
	Iteration 29Q: 3 clusters Score -1563587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1563594.500000 Penalty: 4686.568848
	Iteration 30Q: 3 clusters Score -1563594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1563605.750000 Penalty: 4686.568848
	Iteration 31Q: 3 clusters Score -1563606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1563610.625000 Penalty: 4686.568848
	Iteration 32Q: 3 clusters Score -1563611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1563613.750000 Penalty: 4686.568848
	Iteration 33Q: 3 clusters Score -1563614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1563614.000000 Penalty: 4686.568848
	Iteration 34Q: 3 clusters Score -1563614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1563618.000000 Penalty: 4686.568848
	Iteration 35Q: 3 clusters Score -1563618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1563617.500000 Penalty: 4686.568848
	Iteration 36Q: 3 clusters Score -1563618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1563620.500000 Penalty: 4686.568848
	Iteration 37Q: 3 clusters Score -1563620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1563621.000000 Penalty: 4686.568848
	Iteration 38Q: 3 clusters Score -1563621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1563621.000000 Penalty: 4686.568848
	Iteration 39Q: 3 clusters Score -1563621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1563622.875000 Penalty: 4686.568848
	Iteration 40F: 3 clusters Score -1563623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1563622.500000 Penalty: 4686.568848
	Iteration 41Q: 3 clusters Score -1563622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1563627.875000 Penalty: 4686.568848
	Iteration 42Q: 3 clusters Score -1563628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1563629.125000 Penalty: 4686.568848
	Iteration 43Q: 3 clusters Score -1563629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1563635.625000 Penalty: 4686.568848
	Iteration 44Q: 3 clusters Score -1563636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1563639.250000 Penalty: 4686.568848
	Iteration 45Q: 3 clusters Score -1563639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1563641.500000 Penalty: 4686.568848
	Iteration 46Q: 3 clusters Score -1563642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1563643.500000 Penalty: 4686.568848
	Iteration 47Q: 3 clusters Score -1563644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1563643.750000 Penalty: 4686.568848
	Iteration 48Q: 3 clusters Score -1563644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1563646.125000 Penalty: 4686.568848
	Iteration 49Q: 3 clusters Score -1563646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1563651.000000 Penalty: 4686.568848
	Iteration 50Q: 3 clusters Score -1563651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1563650.750000 Penalty: 4686.568848
	Iteration 51Q: 3 clusters Score -1563651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1563652.625000 Penalty: 4686.568848
	Iteration 52Q: 3 clusters Score -1563653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1563658.000000 Penalty: 4686.568848
	Iteration 53Q: 3 clusters Score -1563658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1563660.125000 Penalty: 4686.568848
	Iteration 54Q: 3 clusters Score -1563660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1563663.875000 Penalty: 4686.568848
	Iteration 55Q: 3 clusters Score -1563664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1563668.875000 Penalty: 4686.568848
	Iteration 56Q: 3 clusters Score -1563669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1563669.500000 Penalty: 4686.568848
	Iteration 57Q: 3 clusters Score -1563670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1563671.375000 Penalty: 4686.568848
	Iteration 58Q: 3 clusters Score -1563671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1563671.375000 Penalty: 4686.568848
	Iteration 59F: 3 clusters Score -1563671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 29522 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206571 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85558 members 
Mstep: Class 10 contains 12364 members 
Mstep: Class 11 contains 9644 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 225211 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34348 members 
Mstep: Class 19 contains 39109 members 
Mstep: Class 21 contains 202321 members 
Mstep: Class 22 contains 4393 members 
Mstep: Class 23 contains 12692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284056.000000 Penalty: 61069.699219
Iteration 239Q: 19 clusters Score -1.042841e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 29607 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206556 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85557 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 9605 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 225256 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34346 members 
Mstep: Class 19 contains 39148 members 
Mstep: Class 21 contains 202263 members 
Mstep: Class 22 contains 4394 members 
Mstep: Class 23 contains 12693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284032.000000 Penalty: 61069.699219
Iteration 240F: 19 clusters Score -1.04284e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 29686 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206528 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85554 members 
Mstep: Class 10 contains 12238 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 225312 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34337 members 
Mstep: Class 19 contains 39218 members 
Mstep: Class 21 contains 202216 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 12696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284112.000000 Penalty: 61069.699219
Iteration 241Q: 19 clusters Score -1.042841e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 29764 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206507 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85544 members 
Mstep: Class 10 contains 12155 members 
Mstep: Class 11 contains 9509 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 225375 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34327 members 
Mstep: Class 19 contains 39285 members 
Mstep: Class 21 contains 202170 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284120.000000 Penalty: 61069.699219
Iteration 242Q: 19 clusters Score -1.042841e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 29833 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206498 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85538 members 
Mstep: Class 10 contains 12076 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 225422 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34323 members 
Mstep: Class 19 contains 39343 members 
Mstep: Class 21 contains 202132 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 12705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284144.000000 Penalty: 61069.699219
Iteration 243Q: 19 clusters Score -1.042841e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 29905 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206472 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85530 members 
Mstep: Class 10 contains 11974 members 
Mstep: Class 11 contains 9433 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 225475 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34318 members 
Mstep: Class 19 contains 39414 members 
Mstep: Class 21 contains 202109 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 12708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284144.000000 Penalty: 61069.699219
Iteration 244Q: 19 clusters Score -1.042841e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 29962 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206447 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85516 members 
Mstep: Class 10 contains 11901 members 
Mstep: Class 11 contains 9399 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 225504 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34318 members 
Mstep: Class 19 contains 39487 members 
Mstep: Class 21 contains 202092 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 12712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284288.000000 Penalty: 61069.699219
Iteration 245Q: 19 clusters Score -1.042843e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 30029 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206420 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85504 members 
Mstep: Class 10 contains 11830 members 
Mstep: Class 11 contains 9360 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 225540 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34317 members 
Mstep: Class 19 contains 39543 members 
Mstep: Class 21 contains 202076 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 12717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284192.000000 Penalty: 61069.699219
Iteration 246Q: 19 clusters Score -1.042842e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 30098 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206394 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85494 members 
Mstep: Class 10 contains 11770 members 
Mstep: Class 11 contains 9320 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 225565 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34314 members 
Mstep: Class 19 contains 39605 members 
Mstep: Class 21 contains 202055 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 12721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284080.000000 Penalty: 61069.699219
Iteration 247Q: 19 clusters Score -1.042841e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 30165 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206375 members 
Mstep: Class 7 contains 1507 members 
Mstep: Class 8 contains 85485 members 
Mstep: Class 10 contains 11701 members 
Mstep: Class 11 contains 9277 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 225597 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34311 members 
Mstep: Class 19 contains 39670 members 
Mstep: Class 21 contains 202029 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284064.000000 Penalty: 61069.699219
Iteration 248Q: 19 clusters Score -1.042841e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 30210 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206332 members 
Mstep: Class 7 contains 1507 members 
Mstep: Class 8 contains 85473 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 9239 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 225648 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34307 members 
Mstep: Class 19 contains 39731 members 
Mstep: Class 21 contains 202012 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283928.000000 Penalty: 61069.699219
Iteration 249Q: 19 clusters Score -1.042839e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 30264 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206295 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85463 members 
Mstep: Class 10 contains 11605 members 
Mstep: Class 11 contains 9204 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 225685 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34306 members 
Mstep: Class 19 contains 39789 members 
Mstep: Class 21 contains 201989 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283976.000000 Penalty: 61069.699219
Iteration 250Q: 19 clusters Score -1.04284e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 30321 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206259 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85455 members 
Mstep: Class 10 contains 11557 members 
Mstep: Class 11 contains 9169 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 225712 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34303 members 
Mstep: Class 19 contains 39838 members 
Mstep: Class 21 contains 201983 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284048.000000 Penalty: 61069.699219
Iteration 251Q: 19 clusters Score -1.04284e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 30367 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206237 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85441 members 
Mstep: Class 10 contains 11492 members 
Mstep: Class 11 contains 9131 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 225747 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34302 members 
Mstep: Class 19 contains 39909 members 
Mstep: Class 21 contains 201969 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 12741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283944.000000 Penalty: 61069.699219
Iteration 252Q: 19 clusters Score -1.042839e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 30417 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206209 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85424 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 9085 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 225794 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34300 members 
Mstep: Class 19 contains 39976 members 
Mstep: Class 21 contains 201959 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 12743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284120.000000 Penalty: 61069.699219
Iteration 253Q: 19 clusters Score -1.042841e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 30480 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206188 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85414 members 
Mstep: Class 10 contains 11364 members 
Mstep: Class 11 contains 9036 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 225828 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34295 members 
Mstep: Class 19 contains 40045 members 
Mstep: Class 21 contains 201941 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 12744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284104.000000 Penalty: 61069.699219
Iteration 254Q: 19 clusters Score -1.042841e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 30545 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206170 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85393 members 
Mstep: Class 10 contains 11295 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 225858 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34294 members 
Mstep: Class 19 contains 40127 members 
Mstep: Class 21 contains 201924 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 12744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284072.000000 Penalty: 61069.699219
Iteration 255Q: 19 clusters Score -1.042841e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 30620 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206170 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85378 members 
Mstep: Class 10 contains 11208 members 
Mstep: Class 11 contains 8941 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 225886 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34292 members 
Mstep: Class 19 contains 40194 members 
Mstep: Class 21 contains 201901 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 12744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284040.000000 Penalty: 61069.699219
Iteration 256Q: 19 clusters Score -1.04284e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 30701 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206135 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85367 members 
Mstep: Class 10 contains 11120 members 
Mstep: Class 11 contains 8902 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 225924 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34286 members 
Mstep: Class 19 contains 40262 members 
Mstep: Class 21 contains 201891 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283904.000000 Penalty: 61069.699219
Iteration 257Q: 19 clusters Score -1.042839e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 30780 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206110 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85346 members 
Mstep: Class 10 contains 11017 members 
Mstep: Class 11 contains 8857 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 225980 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34287 members 
Mstep: Class 19 contains 40332 members 
Mstep: Class 21 contains 201875 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 12748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284048.000000 Penalty: 61069.699219
Iteration 258Q: 19 clusters Score -1.04284e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 30847 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206082 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85337 members 
Mstep: Class 10 contains 10906 members 
Mstep: Class 11 contains 8811 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226040 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34278 members 
Mstep: Class 19 contains 40424 members 
Mstep: Class 21 contains 201854 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 12753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283976.000000 Penalty: 61069.699219
Iteration 259Q: 19 clusters Score -1.04284e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 30907 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206048 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85322 members 
Mstep: Class 10 contains 10819 members 
Mstep: Class 11 contains 8765 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226095 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34261 members 
Mstep: Class 19 contains 40512 members 
Mstep: Class 21 contains 201846 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 12760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283960.000000 Penalty: 61069.699219
Iteration 260F: 19 clusters Score -1.04284e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 30980 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 206017 members 
Mstep: Class 7 contains 1507 members 
Mstep: Class 8 contains 85308 members 
Mstep: Class 10 contains 10710 members 
Mstep: Class 11 contains 8726 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226145 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 34248 members 
Mstep: Class 19 contains 40591 members 
Mstep: Class 21 contains 201843 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 12765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284072.000000 Penalty: 61069.699219
Iteration 261Q: 19 clusters Score -1.042841e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 31056 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205988 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85293 members 
Mstep: Class 10 contains 10600 members 
Mstep: Class 11 contains 8694 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226194 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3884 members 
Mstep: Class 18 contains 34241 members 
Mstep: Class 19 contains 40667 members 
Mstep: Class 21 contains 201829 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 12771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284040.000000 Penalty: 61069.699219
Iteration 262Q: 19 clusters Score -1.04284e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 31131 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205966 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85284 members 
Mstep: Class 10 contains 10478 members 
Mstep: Class 11 contains 8663 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226236 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3885 members 
Mstep: Class 18 contains 34236 members 
Mstep: Class 19 contains 40746 members 
Mstep: Class 21 contains 201813 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283960.000000 Penalty: 61069.699219
Iteration 263Q: 19 clusters Score -1.04284e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 31222 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205942 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85273 members 
Mstep: Class 10 contains 10347 members 
Mstep: Class 11 contains 8628 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226277 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3885 members 
Mstep: Class 18 contains 34239 members 
Mstep: Class 19 contains 40842 members 
Mstep: Class 21 contains 201773 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 12787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283776.000000 Penalty: 61069.699219
Iteration 264Q: 19 clusters Score -1.042838e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 31304 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205911 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85261 members 
Mstep: Class 10 contains 10214 members 
Mstep: Class 11 contains 8583 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226347 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3885 members 
Mstep: Class 18 contains 34242 members 
Mstep: Class 19 contains 40945 members 
Mstep: Class 21 contains 201729 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 12794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284008.000000 Penalty: 61069.699219
Iteration 265Q: 19 clusters Score -1.04284e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 31391 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205889 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85249 members 
Mstep: Class 10 contains 10070 members 
Mstep: Class 11 contains 8544 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226424 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3885 members 
Mstep: Class 18 contains 34243 members 
Mstep: Class 19 contains 41040 members 
Mstep: Class 21 contains 201680 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 12800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284216.000000 Penalty: 61069.699219
Iteration 266Q: 19 clusters Score -1.042842e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 31464 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205858 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85244 members 
Mstep: Class 10 contains 9939 members 
Mstep: Class 11 contains 8515 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226498 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3885 members 
Mstep: Class 18 contains 34236 members 
Mstep: Class 19 contains 41136 members 
Mstep: Class 21 contains 201636 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 12803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284304.000000 Penalty: 61069.699219
Iteration 267Q: 19 clusters Score -1.042843e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 31537 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205838 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85237 members 
Mstep: Class 10 contains 9837 members 
Mstep: Class 11 contains 8483 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226534 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3885 members 
Mstep: Class 18 contains 34226 members 
Mstep: Class 19 contains 41230 members 
Mstep: Class 21 contains 201595 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 12810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284248.000000 Penalty: 61069.699219
Iteration 268Q: 19 clusters Score -1.042842e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 31610 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205813 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85227 members 
Mstep: Class 10 contains 9746 members 
Mstep: Class 11 contains 8461 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226576 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3885 members 
Mstep: Class 18 contains 34215 members 
Mstep: Class 19 contains 41308 members 
Mstep: Class 21 contains 201562 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284320.000000 Penalty: 61069.699219
Iteration 269Q: 19 clusters Score -1.042843e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 31703 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205775 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85217 members 
Mstep: Class 10 contains 9650 members 
Mstep: Class 11 contains 8429 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226612 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3884 members 
Mstep: Class 18 contains 34209 members 
Mstep: Class 19 contains 41384 members 
Mstep: Class 21 contains 201536 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284320.000000 Penalty: 61069.699219
Iteration 270Q: 19 clusters Score -1.042843e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 31804 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205733 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85205 members 
Mstep: Class 10 contains 9553 members 
Mstep: Class 11 contains 8389 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226651 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3886 members 
Mstep: Class 18 contains 34204 members 
Mstep: Class 19 contains 41452 members 
Mstep: Class 21 contains 201516 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 12820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284264.000000 Penalty: 61069.699219
Iteration 271Q: 19 clusters Score -1.042843e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 31906 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205703 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 85192 members 
Mstep: Class 10 contains 9438 members 
Mstep: Class 11 contains 8347 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226706 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34202 members 
Mstep: Class 19 contains 41519 members 
Mstep: Class 21 contains 201489 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 12827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284296.000000 Penalty: 61069.699219
Iteration 272Q: 19 clusters Score -1.042843e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 32017 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205676 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 85175 members 
Mstep: Class 10 contains 9339 members 
Mstep: Class 11 contains 8318 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226756 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34201 members 
Mstep: Class 19 contains 41581 members 
Mstep: Class 21 contains 201433 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284120.000000 Penalty: 61069.699219
Iteration 273Q: 19 clusters Score -1.042841e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 32136 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205645 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85168 members 
Mstep: Class 10 contains 9244 members 
Mstep: Class 11 contains 8284 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226789 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34202 members 
Mstep: Class 19 contains 41638 members 
Mstep: Class 21 contains 201391 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 12832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284104.000000 Penalty: 61069.699219
Iteration 274Q: 19 clusters Score -1.042841e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 32225 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205613 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85162 members 
Mstep: Class 10 contains 9145 members 
Mstep: Class 11 contains 8259 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226834 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34187 members 
Mstep: Class 19 contains 41689 members 
Mstep: Class 21 contains 201379 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 12836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284144.000000 Penalty: 61069.699219
Iteration 275Q: 19 clusters Score -1.042841e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 32325 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205588 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85156 members 
Mstep: Class 10 contains 9058 members 
Mstep: Class 11 contains 8234 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226865 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34179 members 
Mstep: Class 19 contains 41741 members 
Mstep: Class 21 contains 201345 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284000.000000 Penalty: 61069.699219
Iteration 276Q: 19 clusters Score -1.04284e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 32434 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205553 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85160 members 
Mstep: Class 10 contains 8972 members 
Mstep: Class 11 contains 8206 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226897 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34179 members 
Mstep: Class 19 contains 41809 members 
Mstep: Class 21 contains 201276 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 12845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284072.000000 Penalty: 61069.699219
Iteration 277Q: 19 clusters Score -1.042841e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 32540 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205504 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85155 members 
Mstep: Class 10 contains 8899 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226926 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34176 members 
Mstep: Class 19 contains 41866 members 
Mstep: Class 21 contains 201240 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 12849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284240.000000 Penalty: 61069.699219
Iteration 278Q: 19 clusters Score -1.042842e+08 nChanged 485
Entering ConstructFrom: 
Score: -104284240.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -222678.859375 Penalty: 1896.295776
	Iteration 0F: 2 clusters Score -222678.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -219986.687500 Penalty: 3792.591553
	Iteration 0F: 3 clusters Score -219986.7 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -220641.703125 Penalty: 3792.591553
	Iteration 1F: 3 clusters Score -220641.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -221207.000000 Penalty: 3792.591553
	Iteration 2F: 3 clusters Score -221207 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -221786.546875 Penalty: 3792.591553
	Iteration 3F: 3 clusters Score -221786.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -222254.234375 Penalty: 3792.591553
	Iteration 4F: 3 clusters Score -222254.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -222531.734375 Penalty: 3792.591553
	Iteration 5F: 3 clusters Score -222531.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -222641.468750 Penalty: 3792.591553
	Iteration 6Q: 3 clusters Score -222641.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -222678.656250 Penalty: 3792.591553
	Iteration 7Q: 3 clusters Score -222678.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -222693.515625 Penalty: 3792.591553
	Iteration 8Q: 3 clusters Score -222693.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -222699.375000 Penalty: 3792.591553
	Iteration 9Q: 3 clusters Score -222699.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -222703.093750 Penalty: 3792.591553
	Iteration 10Q: 3 clusters Score -222703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -222704.968750 Penalty: 3792.591553
	Iteration 11Q: 3 clusters Score -222705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -222706.421875 Penalty: 3792.591553
	Iteration 12Q: 3 clusters Score -222706.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -222706.421875 Penalty: 3792.591553
	Iteration 13F: 3 clusters Score -222706.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 32649 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205487 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85146 members 
Mstep: Class 10 contains 8817 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226946 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34179 members 
Mstep: Class 19 contains 41945 members 
Mstep: Class 21 contains 201177 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 12851 members 
Entering Unmasked Estep 
Score: -104282744.000000 Penalty: 64462.460938
Splitting cluster 1 changes total score from -104284240.000000 to -104282744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Entering Unmasked Estep 
Score: -208528.171875 Penalty: 1883.905273
	Iteration 0F: 2 clusters Score -208528.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -206096.734375 Penalty: 3767.810547
	Iteration 0F: 3 clusters Score -206096.7 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -207388.765625 Penalty: 3767.810547
	Iteration 1F: 3 clusters Score -207388.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -207993.625000 Penalty: 3767.810547
	Iteration 2F: 3 clusters Score -207993.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -208236.031250 Penalty: 3767.810547
	Iteration 3F: 3 clusters Score -208236 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -208337.515625 Penalty: 3767.810547
	Iteration 4Q: 3 clusters Score -208337.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -208373.359375 Penalty: 3767.810547
	Iteration 5Q: 3 clusters Score -208373.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -208388.453125 Penalty: 3767.810547
	Iteration 6Q: 3 clusters Score -208388.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -208394.265625 Penalty: 3767.810547
	Iteration 7Q: 3 clusters Score -208394.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -208395.218750 Penalty: 3767.810547
	Iteration 8Q: 3 clusters Score -208395.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -208396.187500 Penalty: 3767.810547
	Iteration 9Q: 3 clusters Score -208396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -208397.875000 Penalty: 3767.810547
	Iteration 10Q: 3 clusters Score -208397.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -208400.281250 Penalty: 3767.810547
	Iteration 11Q: 3 clusters Score -208400.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -208402.406250 Penalty: 3767.810547
	Iteration 12Q: 3 clusters Score -208402.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -208402.906250 Penalty: 3767.810547
	Iteration 13Q: 3 clusters Score -208402.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -208402.906250 Penalty: 3767.810547
	Iteration 14F: 3 clusters Score -208402.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Entering Unmasked Estep 
Score: -3964965.250000 Penalty: 2577.605469
	Iteration 0F: 2 clusters Score -3964965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -3942703.250000 Penalty: 5155.210938
	Iteration 0F: 3 clusters Score -3942703 nChanged 14789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3950591.000000 Penalty: 5155.210938
	Iteration 1F: 3 clusters Score -3950591 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3950954.500000 Penalty: 5155.210938
	Iteration 2Q: 3 clusters Score -3950954 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3951262.500000 Penalty: 5155.210938
	Iteration 3Q: 3 clusters Score -3951262 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -3951574.750000 Penalty: 5155.210938
	Iteration 4Q: 3 clusters Score -3951575 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3951900.000000 Penalty: 5155.210938
	Iteration 5Q: 3 clusters Score -3951900 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3952313.250000 Penalty: 5155.210938
	Iteration 6Q: 3 clusters Score -3952313 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3952857.500000 Penalty: 5155.210938
	Iteration 7Q: 3 clusters Score -3952858 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -3953668.500000 Penalty: 5155.210938
	Iteration 8Q: 3 clusters Score -3953668 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -3954913.500000 Penalty: 5155.210938
	Iteration 9F: 3 clusters Score -3954914 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -3956476.000000 Penalty: 5155.210938
	Iteration 10F: 3 clusters Score -3956476 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3958110.250000 Penalty: 5155.210938
	Iteration 11F: 3 clusters Score -3958110 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3959723.500000 Penalty: 5155.210938
	Iteration 12Q: 3 clusters Score -3959724 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -3961002.500000 Penalty: 5155.210938
	Iteration 13Q: 3 clusters Score -3961002 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3961779.750000 Penalty: 5155.210938
	Iteration 14Q: 3 clusters Score -3961780 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3962156.250000 Penalty: 5155.210938
	Iteration 15Q: 3 clusters Score -3962156 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3962307.500000 Penalty: 5155.210938
	Iteration 16Q: 3 clusters Score -3962308 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -3962386.750000 Penalty: 5155.210938
	Iteration 17Q: 3 clusters Score -3962387 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -3962438.250000 Penalty: 5155.210938
	Iteration 18Q: 3 clusters Score -3962438 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3962472.500000 Penalty: 5155.210938
	Iteration 19Q: 3 clusters Score -3962472 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3962511.750000 Penalty: 5155.210938
	Iteration 20F: 3 clusters Score -3962512 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3962537.500000 Penalty: 5155.210938
	Iteration 21Q: 3 clusters Score -3962538 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3962556.750000 Penalty: 5155.210938
	Iteration 22Q: 3 clusters Score -3962557 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3962566.000000 Penalty: 5155.210938
	Iteration 23Q: 3 clusters Score -3962566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3962583.250000 Penalty: 5155.210938
	Iteration 24Q: 3 clusters Score -3962583 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3962594.000000 Penalty: 5155.210938
	Iteration 25Q: 3 clusters Score -3962594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -3962607.750000 Penalty: 5155.210938
	Iteration 26Q: 3 clusters Score -3962608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3962607.500000 Penalty: 5155.210938
	Iteration 27Q: 3 clusters Score -3962608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3962614.500000 Penalty: 5155.210938
	Iteration 28Q: 3 clusters Score -3962614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -3962620.000000 Penalty: 5155.210938
	Iteration 29Q: 3 clusters Score -3962620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3962622.750000 Penalty: 5155.210938
	Iteration 30Q: 3 clusters Score -3962623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3962615.500000 Penalty: 5155.210938
	Iteration 31Q: 3 clusters Score -3962616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3962624.750000 Penalty: 5155.210938
	Iteration 32Q: 3 clusters Score -3962625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3962631.500000 Penalty: 5155.210938
	Iteration 33Q: 3 clusters Score -3962632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3962631.500000 Penalty: 5155.210938
	Iteration 34Q: 3 clusters Score -3962632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3962635.000000 Penalty: 5155.210938
	Iteration 35Q: 3 clusters Score -3962635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3962634.500000 Penalty: 5155.210938
	Iteration 36Q: 3 clusters Score -3962634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3962632.750000 Penalty: 5155.210938
	Iteration 37Q: 3 clusters Score -3962633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -3962629.750000 Penalty: 5155.210938
	Iteration 38Q: 3 clusters Score -3962630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -3962633.750000 Penalty: 5155.210938
	Iteration 39Q: 3 clusters Score -3962634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3962629.250000 Penalty: 5155.210938
	Iteration 40F: 3 clusters Score -3962629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3962634.750000 Penalty: 5155.210938
	Iteration 41Q: 3 clusters Score -3962635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3962632.500000 Penalty: 5155.210938
	Iteration 42Q: 3 clusters Score -3962632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3962632.500000 Penalty: 5155.210938
	Iteration 43Q: 3 clusters Score -3962632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3962634.000000 Penalty: 5155.210938
	Iteration 44Q: 3 clusters Score -3962634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3962634.000000 Penalty: 5155.210938
	Iteration 45F: 3 clusters Score -3962634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -124796.679688 Penalty: 1764.462769
	Iteration 0F: 2 clusters Score -124796.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -122684.601562 Penalty: 3528.925537
	Iteration 0F: 3 clusters Score -122684.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -123065.898438 Penalty: 3528.925537
	Iteration 1F: 3 clusters Score -123065.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -123280.453125 Penalty: 3528.925537
	Iteration 2F: 3 clusters Score -123280.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -123516.976562 Penalty: 3528.925537
	Iteration 3F: 3 clusters Score -123517 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -123804.101562 Penalty: 3528.925537
	Iteration 4F: 3 clusters Score -123804.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -124132.882812 Penalty: 3528.925537
	Iteration 5F: 3 clusters Score -124132.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -124432.929688 Penalty: 3528.925537
	Iteration 6F: 3 clusters Score -124432.9 nChanged 68
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: -124610.820312 Penalty: 3528.925537
	Iteration 7F: 3 clusters Score -124610.8 nChanged 38
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: -124704.281250 Penalty: 3528.925537
	Iteration 8Q: 3 clusters Score -124704.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -124769.687500 Penalty: 3528.925537
	Iteration 9Q: 3 clusters Score -124769.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -124806.765625 Penalty: 3528.925537
	Iteration 10Q: 3 clusters Score -124806.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -124829.179688 Penalty: 3528.925537
	Iteration 11Q: 3 clusters Score -124829.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -124861.539062 Penalty: 3528.925537
	Iteration 12Q: 3 clusters Score -124861.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -124882.789062 Penalty: 3528.925537
	Iteration 13Q: 3 clusters Score -124882.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -124900.929688 Penalty: 3528.925537
	Iteration 14Q: 3 clusters Score -124900.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -124916.195312 Penalty: 3528.925537
	Iteration 15Q: 3 clusters Score -124916.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -124931.765625 Penalty: 3528.925537
	Iteration 16Q: 3 clusters Score -124931.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -124953.171875 Penalty: 3528.925537
	Iteration 17Q: 3 clusters Score -124953.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -124961.101562 Penalty: 3528.925537
	Iteration 18Q: 3 clusters Score -124961.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -124970.742188 Penalty: 3528.925537
	Iteration 19Q: 3 clusters Score -124970.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -124977.640625 Penalty: 3528.925537
	Iteration 20F: 3 clusters Score -124977.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -124986.226562 Penalty: 3528.925537
	Iteration 21Q: 3 clusters Score -124986.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -124993.421875 Penalty: 3528.925537
	Iteration 22Q: 3 clusters Score -124993.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -125004.796875 Penalty: 3528.925537
	Iteration 23Q: 3 clusters Score -125004.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -125015.882812 Penalty: 3528.925537
	Iteration 24Q: 3 clusters Score -125015.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -125027.234375 Penalty: 3528.925537
	Iteration 25Q: 3 clusters Score -125027.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -125040.625000 Penalty: 3528.925537
	Iteration 26Q: 3 clusters Score -125040.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -125055.406250 Penalty: 3528.925537
	Iteration 27Q: 3 clusters Score -125055.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -125069.203125 Penalty: 3528.925537
	Iteration 28Q: 3 clusters Score -125069.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -125087.218750 Penalty: 3528.925537
	Iteration 29Q: 3 clusters Score -125087.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -125104.453125 Penalty: 3528.925537
	Iteration 30Q: 3 clusters Score -125104.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -125108.570312 Penalty: 3528.925537
	Iteration 31Q: 3 clusters Score -125108.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -125111.085938 Penalty: 3528.925537
	Iteration 32Q: 3 clusters Score -125111.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -125111.765625 Penalty: 3528.925537
	Iteration 33Q: 3 clusters Score -125111.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -125117.546875 Penalty: 3528.925537
	Iteration 34Q: 3 clusters Score -125117.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -125120.156250 Penalty: 3528.925537
	Iteration 35Q: 3 clusters Score -125120.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -125121.640625 Penalty: 3528.925537
	Iteration 36Q: 3 clusters Score -125121.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -125121.640625 Penalty: 3528.925537
	Iteration 37F: 3 clusters Score -125121.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 32649 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 205487 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85146 members 
Mstep: Class 10 contains 8817 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226946 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34179 members 
Mstep: Class 19 contains 41945 members 
Mstep: Class 21 contains 201177 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 12851 members 
Entering Unmasked Estep 
Score: -104282872.000000 Penalty: 64462.460938
Splitting cluster 4 changes total score from -104284240.000000 to -104282872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (205487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205487 members 
Entering Unmasked Estep 
Score: -25036744.000000 Penalty: 3033.818359
	Iteration 0F: 2 clusters Score -2.503674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102443 members 
Mstep: Class 2 contains 103044 members 
Entering Unmasked Estep 
Score: -24904818.000000 Penalty: 6067.636719
	Iteration 0F: 3 clusters Score -2.490482e+07 nChanged 98626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98379 members 
Mstep: Class 2 contains 107108 members 
Entering Unmasked Estep 
Score: -24962434.000000 Penalty: 6067.636719
	Iteration 1F: 3 clusters Score -2.496243e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 109607 members 
Entering Unmasked Estep 
Score: -24963768.000000 Penalty: 6067.636719
	Iteration 2Q: 3 clusters Score -2.496377e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 113566 members 
Entering Unmasked Estep 
Score: -24965646.000000 Penalty: 6067.636719
	Iteration 3Q: 3 clusters Score -2.496565e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85810 members 
Mstep: Class 2 contains 119677 members 
Entering Unmasked Estep 
Score: -24968690.000000 Penalty: 6067.636719
	Iteration 4Q: 3 clusters Score -2.496869e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76753 members 
Mstep: Class 2 contains 128734 members 
Entering Unmasked Estep 
Score: -24973902.000000 Penalty: 6067.636719
	Iteration 5Q: 3 clusters Score -2.49739e+07 nChanged 13192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 141334 members 
Entering Unmasked Estep 
Score: -24983216.000000 Penalty: 6067.636719
	Iteration 6F: 3 clusters Score -2.498322e+07 nChanged 15775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 156839 members 
Entering Unmasked Estep 
Score: -24996742.000000 Penalty: 6067.636719
	Iteration 7F: 3 clusters Score -2.499674e+07 nChanged 15633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 172254 members 
Entering Unmasked Estep 
Score: -25010534.000000 Penalty: 6067.636719
	Iteration 8F: 3 clusters Score -2.501053e+07 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 183722 members 
Entering Unmasked Estep 
Score: -25020732.000000 Penalty: 6067.636719
	Iteration 9F: 3 clusters Score -2.502073e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 190948 members 
Entering Unmasked Estep 
Score: -25026868.000000 Penalty: 6067.636719
	Iteration 10Q: 3 clusters Score -2.502687e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 195191 members 
Entering Unmasked Estep 
Score: -25029794.000000 Penalty: 6067.636719
	Iteration 11Q: 3 clusters Score -2.502979e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 197831 members 
Entering Unmasked Estep 
Score: -25031430.000000 Penalty: 6067.636719
	Iteration 12Q: 3 clusters Score -2.503143e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 199590 members 
Entering Unmasked Estep 
Score: -25032280.000000 Penalty: 6067.636719
	Iteration 13Q: 3 clusters Score -2.503228e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 200794 members 
Entering Unmasked Estep 
Score: -25032868.000000 Penalty: 6067.636719
	Iteration 14Q: 3 clusters Score -2.503287e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 201595 members 
Entering Unmasked Estep 
Score: -25033252.000000 Penalty: 6067.636719
	Iteration 15Q: 3 clusters Score -2.503325e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 202195 members 
Entering Unmasked Estep 
Score: -25033482.000000 Penalty: 6067.636719
	Iteration 16Q: 3 clusters Score -2.503348e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 202641 members 
Entering Unmasked Estep 
Score: -25033634.000000 Penalty: 6067.636719
	Iteration 17Q: 3 clusters Score -2.503363e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 202948 members 
Entering Unmasked Estep 
Score: -25033776.000000 Penalty: 6067.636719
	Iteration 18Q: 3 clusters Score -2.503378e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 203201 members 
Entering Unmasked Estep 
Score: -25033918.000000 Penalty: 6067.636719
	Iteration 19Q: 3 clusters Score -2.503392e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 203410 members 
Entering Unmasked Estep 
Score: -25034026.000000 Penalty: 6067.636719
	Iteration 20F: 3 clusters Score -2.503403e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 203563 members 
Entering Unmasked Estep 
Score: -25034076.000000 Penalty: 6067.636719
	Iteration 21Q: 3 clusters Score -2.503408e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 203700 members 
Entering Unmasked Estep 
Score: -25034084.000000 Penalty: 6067.636719
	Iteration 22Q: 3 clusters Score -2.503408e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 203804 members 
Entering Unmasked Estep 
Score: -25034134.000000 Penalty: 6067.636719
	Iteration 23Q: 3 clusters Score -2.503413e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 203879 members 
Entering Unmasked Estep 
Score: -25034172.000000 Penalty: 6067.636719
	Iteration 24Q: 3 clusters Score -2.503417e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 203949 members 
Entering Unmasked Estep 
Score: -25034148.000000 Penalty: 6067.636719
	Iteration 25Q: 3 clusters Score -2.503415e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 204005 members 
Entering Unmasked Estep 
Score: -25034156.000000 Penalty: 6067.636719
	Iteration 26Q: 3 clusters Score -2.503416e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 204040 members 
Entering Unmasked Estep 
Score: -25034164.000000 Penalty: 6067.636719
	Iteration 27Q: 3 clusters Score -2.503416e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 204073 members 
Entering Unmasked Estep 
Score: -25034154.000000 Penalty: 6067.636719
	Iteration 28Q: 3 clusters Score -2.503415e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 204104 members 
Entering Unmasked Estep 
Score: -25034190.000000 Penalty: 6067.636719
	Iteration 29Q: 3 clusters Score -2.503419e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 204132 members 
Entering Unmasked Estep 
Score: -25034222.000000 Penalty: 6067.636719
	Iteration 30Q: 3 clusters Score -2.503422e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 204156 members 
Entering Unmasked Estep 
Score: -25034228.000000 Penalty: 6067.636719
	Iteration 31Q: 3 clusters Score -2.503423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 204166 members 
Entering Unmasked Estep 
Score: -25034230.000000 Penalty: 6067.636719
	Iteration 32Q: 3 clusters Score -2.503423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 204183 members 
Entering Unmasked Estep 
Score: -25034242.000000 Penalty: 6067.636719
	Iteration 33Q: 3 clusters Score -2.503424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 204196 members 
Entering Unmasked Estep 
Score: -25034252.000000 Penalty: 6067.636719
	Iteration 34Q: 3 clusters Score -2.503425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 204201 members 
Entering Unmasked Estep 
Score: -25034230.000000 Penalty: 6067.636719
	Iteration 35Q: 3 clusters Score -2.503423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 204208 members 
Entering Unmasked Estep 
Score: -25034242.000000 Penalty: 6067.636719
	Iteration 36Q: 3 clusters Score -2.503424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 204217 members 
Entering Unmasked Estep 
Score: -25034238.000000 Penalty: 6067.636719
	Iteration 37Q: 3 clusters Score -2.503424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 204221 members 
Entering Unmasked Estep 
Score: -25034262.000000 Penalty: 6067.636719
	Iteration 38Q: 3 clusters Score -2.503426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 204226 members 
Entering Unmasked Estep 
Score: -25034254.000000 Penalty: 6067.636719
	Iteration 39Q: 3 clusters Score -2.503425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 204227 members 
Entering Unmasked Estep 
Score: -25034252.000000 Penalty: 6067.636719
	Iteration 40F: 3 clusters Score -2.503425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 204230 members 
Entering Unmasked Estep 
Score: -25034252.000000 Penalty: 6067.636719
	Iteration 41Q: 3 clusters Score -2.503425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 204236 members 
Entering Unmasked Estep 
Score: -25034256.000000 Penalty: 6067.636719
	Iteration 42Q: 3 clusters Score -2.503426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 204241 members 
Entering Unmasked Estep 
Score: -25034264.000000 Penalty: 6067.636719
	Iteration 43Q: 3 clusters Score -2.503426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 204246 members 
Entering Unmasked Estep 
Score: -25034262.000000 Penalty: 6067.636719
	Iteration 44Q: 3 clusters Score -2.503426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 204254 members 
Entering Unmasked Estep 
Score: -25034272.000000 Penalty: 6067.636719
	Iteration 45Q: 3 clusters Score -2.503427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 204262 members 
Entering Unmasked Estep 
Score: -25034258.000000 Penalty: 6067.636719
	Iteration 46Q: 3 clusters Score -2.503426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 204270 members 
Entering Unmasked Estep 
Score: -25034262.000000 Penalty: 6067.636719
	Iteration 47Q: 3 clusters Score -2.503426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 204278 members 
Entering Unmasked Estep 
Score: -25034262.000000 Penalty: 6067.636719
	Iteration 48Q: 3 clusters Score -2.503426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 204287 members 
Entering Unmasked Estep 
Score: -25034254.000000 Penalty: 6067.636719
	Iteration 49Q: 3 clusters Score -2.503425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 204294 members 
Entering Unmasked Estep 
Score: -25034246.000000 Penalty: 6067.636719
	Iteration 50Q: 3 clusters Score -2.503425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 204298 members 
Entering Unmasked Estep 
Score: -25034246.000000 Penalty: 6067.636719
	Iteration 51Q: 3 clusters Score -2.503425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 204305 members 
Entering Unmasked Estep 
Score: -25034242.000000 Penalty: 6067.636719
	Iteration 52Q: 3 clusters Score -2.503424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 204310 members 
Entering Unmasked Estep 
Score: -25034250.000000 Penalty: 6067.636719
	Iteration 53Q: 3 clusters Score -2.503425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 204313 members 
Entering Unmasked Estep 
Score: -25034258.000000 Penalty: 6067.636719
	Iteration 54Q: 3 clusters Score -2.503426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 204316 members 
Entering Unmasked Estep 
Score: -25034264.000000 Penalty: 6067.636719
	Iteration 55Q: 3 clusters Score -2.503426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 204318 members 
Entering Unmasked Estep 
Score: -25034254.000000 Penalty: 6067.636719
	Iteration 56Q: 3 clusters Score -2.503425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 204322 members 
Entering Unmasked Estep 
Score: -25034258.000000 Penalty: 6067.636719
	Iteration 57Q: 3 clusters Score -2.503426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 204325 members 
Entering Unmasked Estep 
Score: -25034250.000000 Penalty: 6067.636719
	Iteration 58Q: 3 clusters Score -2.503425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 204326 members 
Entering Unmasked Estep 
Score: -25034254.000000 Penalty: 6067.636719
	Iteration 59Q: 3 clusters Score -2.503425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 204329 members 
Entering Unmasked Estep 
Score: -25034238.000000 Penalty: 6067.636719
	Iteration 60F: 3 clusters Score -2.503424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 204331 members 
Entering Unmasked Estep 
Score: -25034228.000000 Penalty: 6067.636719
	Iteration 61Q: 3 clusters Score -2.503423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 204333 members 
Entering Unmasked Estep 
Score: -25034234.000000 Penalty: 6067.636719
	Iteration 62Q: 3 clusters Score -2.503423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 204335 members 
Entering Unmasked Estep 
Score: -25034244.000000 Penalty: 6067.636719
	Iteration 63Q: 3 clusters Score -2.503424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 204335 members 
Entering Unmasked Estep 
Score: -25034248.000000 Penalty: 6067.636719
	Iteration 64Q: 3 clusters Score -2.503425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 204336 members 
Entering Unmasked Estep 
Score: -25034240.000000 Penalty: 6067.636719
	Iteration 65Q: 3 clusters Score -2.503424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 204339 members 
Entering Unmasked Estep 
Score: -25034244.000000 Penalty: 6067.636719
	Iteration 66Q: 3 clusters Score -2.503424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 204340 members 
Entering Unmasked Estep 
Score: -25034244.000000 Penalty: 6067.636719
	Iteration 67Q: 3 clusters Score -2.503424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 204342 members 
Entering Unmasked Estep 
Score: -25034252.000000 Penalty: 6067.636719
	Iteration 68Q: 3 clusters Score -2.503425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 204343 members 
Entering Unmasked Estep 
Score: -25034252.000000 Penalty: 6067.636719
	Iteration 69Q: 3 clusters Score -2.503425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 204344 members 
Entering Unmasked Estep 
Score: -25034246.000000 Penalty: 6067.636719
	Iteration 70Q: 3 clusters Score -2.503425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 204344 members 
Entering Unmasked Estep 
Score: -25034246.000000 Penalty: 6067.636719
	Iteration 71F: 3 clusters Score -2.503425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -171929.656250 Penalty: 1814.504028
	Iteration 0F: 2 clusters Score -171929.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -169633.625000 Penalty: 3629.008057
	Iteration 0F: 3 clusters Score -169633.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -170007.937500 Penalty: 3629.008057
	Iteration 1F: 3 clusters Score -170007.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -170161.796875 Penalty: 3629.008057
	Iteration 2F: 3 clusters Score -170161.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -170254.281250 Penalty: 3629.008057
	Iteration 3F: 3 clusters Score -170254.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -170324.453125 Penalty: 3629.008057
	Iteration 4Q: 3 clusters Score -170324.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -170376.828125 Penalty: 3629.008057
	Iteration 5Q: 3 clusters Score -170376.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -170422.671875 Penalty: 3629.008057
	Iteration 6Q: 3 clusters Score -170422.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -170455.968750 Penalty: 3629.008057
	Iteration 7Q: 3 clusters Score -170456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -170483.015625 Penalty: 3629.008057
	Iteration 8Q: 3 clusters Score -170483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -170512.046875 Penalty: 3629.008057
	Iteration 9Q: 3 clusters Score -170512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -170526.453125 Penalty: 3629.008057
	Iteration 10Q: 3 clusters Score -170526.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -170543.875000 Penalty: 3629.008057
	Iteration 11Q: 3 clusters Score -170543.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -170559.421875 Penalty: 3629.008057
	Iteration 12Q: 3 clusters Score -170559.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -170576.140625 Penalty: 3629.008057
	Iteration 13Q: 3 clusters Score -170576.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -170599.609375 Penalty: 3629.008057
	Iteration 14Q: 3 clusters Score -170599.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -170612.890625 Penalty: 3629.008057
	Iteration 15Q: 3 clusters Score -170612.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -170624.515625 Penalty: 3629.008057
	Iteration 16Q: 3 clusters Score -170624.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -170630.859375 Penalty: 3629.008057
	Iteration 17Q: 3 clusters Score -170630.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -170641.375000 Penalty: 3629.008057
	Iteration 18Q: 3 clusters Score -170641.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -170651.343750 Penalty: 3629.008057
	Iteration 19Q: 3 clusters Score -170651.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -170658.375000 Penalty: 3629.008057
	Iteration 20F: 3 clusters Score -170658.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -170661.046875 Penalty: 3629.008057
	Iteration 21Q: 3 clusters Score -170661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -170663.406250 Penalty: 3629.008057
	Iteration 22Q: 3 clusters Score -170663.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -170663.390625 Penalty: 3629.008057
	Iteration 23Q: 3 clusters Score -170663.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -170663.390625 Penalty: 3629.008057
	Iteration 24F: 3 clusters Score -170663.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (85146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85146 members 
Entering Unmasked Estep 
Score: -10431140.000000 Penalty: 2815.326416
	Iteration 0F: 2 clusters Score -1.043114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -10373773.000000 Penalty: 5630.652832
	Iteration 0F: 3 clusters Score -1.037377e+07 nChanged 40282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -10397024.000000 Penalty: 5630.652832
	Iteration 1F: 3 clusters Score -1.039702e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -10397847.000000 Penalty: 5630.652832
	Iteration 2Q: 3 clusters Score -1.039785e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -10398758.000000 Penalty: 5630.652832
	Iteration 3Q: 3 clusters Score -1.039876e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -10400079.000000 Penalty: 5630.652832
	Iteration 4Q: 3 clusters Score -1.040008e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -10401825.000000 Penalty: 5630.652832
	Iteration 5Q: 3 clusters Score -1.040182e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -10404228.000000 Penalty: 5630.652832
	Iteration 6F: 3 clusters Score -1.040423e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -10407520.000000 Penalty: 5630.652832
	Iteration 7F: 3 clusters Score -1.040752e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -10412120.000000 Penalty: 5630.652832
	Iteration 8F: 3 clusters Score -1.041212e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -10417214.000000 Penalty: 5630.652832
	Iteration 9F: 3 clusters Score -1.041721e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 55650 members 
Entering Unmasked Estep 
Score: -10420192.000000 Penalty: 5630.652832
	Iteration 10F: 3 clusters Score -1.042019e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -10421573.000000 Penalty: 5630.652832
	Iteration 11Q: 3 clusters Score -1.042157e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -10422369.000000 Penalty: 5630.652832
	Iteration 12Q: 3 clusters Score -1.042237e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
Score: -10422976.000000 Penalty: 5630.652832
	Iteration 13Q: 3 clusters Score -1.042298e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 61312 members 
Entering Unmasked Estep 
Score: -10423542.000000 Penalty: 5630.652832
	Iteration 14Q: 3 clusters Score -1.042354e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -10424012.000000 Penalty: 5630.652832
	Iteration 15Q: 3 clusters Score -1.042401e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 63683 members 
Entering Unmasked Estep 
Score: -10424419.000000 Penalty: 5630.652832
	Iteration 16Q: 3 clusters Score -1.042442e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -10424818.000000 Penalty: 5630.652832
	Iteration 17Q: 3 clusters Score -1.042482e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -10425125.000000 Penalty: 5630.652832
	Iteration 18Q: 3 clusters Score -1.042512e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 66853 members 
Entering Unmasked Estep 
Score: -10425460.000000 Penalty: 5630.652832
	Iteration 19Q: 3 clusters Score -1.042546e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -10425821.000000 Penalty: 5630.652832
	Iteration 20F: 3 clusters Score -1.042582e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -10426124.000000 Penalty: 5630.652832
	Iteration 21Q: 3 clusters Score -1.042612e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
Score: -10426524.000000 Penalty: 5630.652832
	Iteration 22Q: 3 clusters Score -1.042652e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 70929 members 
Entering Unmasked Estep 
Score: -10426819.000000 Penalty: 5630.652832
	Iteration 23Q: 3 clusters Score -1.042682e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -10427150.000000 Penalty: 5630.652832
	Iteration 24Q: 3 clusters Score -1.042715e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 72712 members 
Entering Unmasked Estep 
Score: -10427380.000000 Penalty: 5630.652832
	Iteration 25Q: 3 clusters Score -1.042738e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 73489 members 
Entering Unmasked Estep 
Score: -10427618.000000 Penalty: 5630.652832
	Iteration 26Q: 3 clusters Score -1.042762e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 74235 members 
Entering Unmasked Estep 
Score: -10427807.000000 Penalty: 5630.652832
	Iteration 27Q: 3 clusters Score -1.042781e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 74917 members 
Entering Unmasked Estep 
Score: -10427986.000000 Penalty: 5630.652832
	Iteration 28Q: 3 clusters Score -1.042799e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 75552 members 
Entering Unmasked Estep 
Score: -10428182.000000 Penalty: 5630.652832
	Iteration 29Q: 3 clusters Score -1.042818e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -10428350.000000 Penalty: 5630.652832
	Iteration 30Q: 3 clusters Score -1.042835e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -10428491.000000 Penalty: 5630.652832
	Iteration 31Q: 3 clusters Score -1.042849e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 77102 members 
Entering Unmasked Estep 
Score: -10428611.000000 Penalty: 5630.652832
	Iteration 32Q: 3 clusters Score -1.042861e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 77550 members 
Entering Unmasked Estep 
Score: -10428742.000000 Penalty: 5630.652832
	Iteration 33Q: 3 clusters Score -1.042874e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
Score: -10428884.000000 Penalty: 5630.652832
	Iteration 34Q: 3 clusters Score -1.042888e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 78380 members 
Entering Unmasked Estep 
Score: -10428993.000000 Penalty: 5630.652832
	Iteration 35Q: 3 clusters Score -1.042899e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 78728 members 
Entering Unmasked Estep 
Score: -10429069.000000 Penalty: 5630.652832
	Iteration 36Q: 3 clusters Score -1.042907e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 79036 members 
Entering Unmasked Estep 
Score: -10429131.000000 Penalty: 5630.652832
	Iteration 37Q: 3 clusters Score -1.042913e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -10429148.000000 Penalty: 5630.652832
	Iteration 38Q: 3 clusters Score -1.042915e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -10429196.000000 Penalty: 5630.652832
	Iteration 39Q: 3 clusters Score -1.04292e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 79768 members 
Entering Unmasked Estep 
Score: -10429265.000000 Penalty: 5630.652832
	Iteration 40F: 3 clusters Score -1.042926e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 79995 members 
Entering Unmasked Estep 
Score: -10429313.000000 Penalty: 5630.652832
	Iteration 41Q: 3 clusters Score -1.042931e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
Score: -10429365.000000 Penalty: 5630.652832
	Iteration 42Q: 3 clusters Score -1.042936e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -10429359.000000 Penalty: 5630.652832
	Iteration 43Q: 3 clusters Score -1.042936e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 80581 members 
Entering Unmasked Estep 
Score: -10429446.000000 Penalty: 5630.652832
	Iteration 44Q: 3 clusters Score -1.042945e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 80767 members 
Entering Unmasked Estep 
Score: -10429502.000000 Penalty: 5630.652832
	Iteration 45Q: 3 clusters Score -1.04295e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 80939 members 
Entering Unmasked Estep 
Score: -10429551.000000 Penalty: 5630.652832
	Iteration 46Q: 3 clusters Score -1.042955e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 81093 members 
Entering Unmasked Estep 
Score: -10429600.000000 Penalty: 5630.652832
	Iteration 47Q: 3 clusters Score -1.04296e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 81209 members 
Entering Unmasked Estep 
Score: -10429622.000000 Penalty: 5630.652832
	Iteration 48Q: 3 clusters Score -1.042962e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -10429640.000000 Penalty: 5630.652832
	Iteration 49Q: 3 clusters Score -1.042964e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -10429644.000000 Penalty: 5630.652832
	Iteration 50Q: 3 clusters Score -1.042964e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 81446 members 
Entering Unmasked Estep 
Score: -10429664.000000 Penalty: 5630.652832
	Iteration 51Q: 3 clusters Score -1.042966e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 81499 members 
Entering Unmasked Estep 
Score: -10429676.000000 Penalty: 5630.652832
	Iteration 52Q: 3 clusters Score -1.042968e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 81539 members 
Entering Unmasked Estep 
Score: -10429697.000000 Penalty: 5630.652832
	Iteration 53Q: 3 clusters Score -1.04297e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 81577 members 
Entering Unmasked Estep 
Score: -10429695.000000 Penalty: 5630.652832
	Iteration 54Q: 3 clusters Score -1.04297e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 81617 members 
Entering Unmasked Estep 
Score: -10429709.000000 Penalty: 5630.652832
	Iteration 55Q: 3 clusters Score -1.042971e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 81652 members 
Entering Unmasked Estep 
Score: -10429708.000000 Penalty: 5630.652832
	Iteration 56Q: 3 clusters Score -1.042971e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 81677 members 
Entering Unmasked Estep 
Score: -10429703.000000 Penalty: 5630.652832
	Iteration 57Q: 3 clusters Score -1.04297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -10429703.000000 Penalty: 5630.652832
	Iteration 58Q: 3 clusters Score -1.04297e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 81714 members 
Entering Unmasked Estep 
Score: -10429713.000000 Penalty: 5630.652832
	Iteration 59Q: 3 clusters Score -1.042971e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 81730 members 
Entering Unmasked Estep 
Score: -10429706.000000 Penalty: 5630.652832
	Iteration 60F: 3 clusters Score -1.042971e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 81741 members 
Entering Unmasked Estep 
Score: -10429710.000000 Penalty: 5630.652832
	Iteration 61Q: 3 clusters Score -1.042971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 81750 members 
Entering Unmasked Estep 
Score: -10429715.000000 Penalty: 5630.652832
	Iteration 62Q: 3 clusters Score -1.042972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -10429705.000000 Penalty: 5630.652832
	Iteration 63Q: 3 clusters Score -1.04297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 81766 members 
Entering Unmasked Estep 
Score: -10429718.000000 Penalty: 5630.652832
	Iteration 64Q: 3 clusters Score -1.042972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -10429727.000000 Penalty: 5630.652832
	Iteration 65Q: 3 clusters Score -1.042973e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 81795 members 
Entering Unmasked Estep 
Score: -10429739.000000 Penalty: 5630.652832
	Iteration 66Q: 3 clusters Score -1.042974e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 81819 members 
Entering Unmasked Estep 
Score: -10429754.000000 Penalty: 5630.652832
	Iteration 67Q: 3 clusters Score -1.042975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 81837 members 
Entering Unmasked Estep 
Score: -10429753.000000 Penalty: 5630.652832
	Iteration 68Q: 3 clusters Score -1.042975e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 81859 members 
Entering Unmasked Estep 
Score: -10429754.000000 Penalty: 5630.652832
	Iteration 69Q: 3 clusters Score -1.042975e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -10429764.000000 Penalty: 5630.652832
	Iteration 70Q: 3 clusters Score -1.042976e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 81911 members 
Entering Unmasked Estep 
Score: -10429759.000000 Penalty: 5630.652832
	Iteration 71Q: 3 clusters Score -1.042976e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 81938 members 
Entering Unmasked Estep 
Score: -10429749.000000 Penalty: 5630.652832
	Iteration 72Q: 3 clusters Score -1.042975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 81962 members 
Entering Unmasked Estep 
Score: -10429769.000000 Penalty: 5630.652832
	Iteration 73Q: 3 clusters Score -1.042977e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 81985 members 
Entering Unmasked Estep 
Score: -10429774.000000 Penalty: 5630.652832
	Iteration 74Q: 3 clusters Score -1.042977e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 82007 members 
Entering Unmasked Estep 
Score: -10429765.000000 Penalty: 5630.652832
	Iteration 75Q: 3 clusters Score -1.042976e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 82027 members 
Entering Unmasked Estep 
Score: -10429779.000000 Penalty: 5630.652832
	Iteration 76Q: 3 clusters Score -1.042978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 82038 members 
Entering Unmasked Estep 
Score: -10429791.000000 Penalty: 5630.652832
	Iteration 77Q: 3 clusters Score -1.042979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 82049 members 
Entering Unmasked Estep 
Score: -10429785.000000 Penalty: 5630.652832
	Iteration 78Q: 3 clusters Score -1.042978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -10429774.000000 Penalty: 5630.652832
	Iteration 79Q: 3 clusters Score -1.042977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 82068 members 
Entering Unmasked Estep 
Score: -10429767.000000 Penalty: 5630.652832
	Iteration 80F: 3 clusters Score -1.042977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -10429766.000000 Penalty: 5630.652832
	Iteration 81Q: 3 clusters Score -1.042977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -10429770.000000 Penalty: 5630.652832
	Iteration 82Q: 3 clusters Score -1.042977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 82088 members 
Entering Unmasked Estep 
Score: -10429768.000000 Penalty: 5630.652832
	Iteration 83Q: 3 clusters Score -1.042977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 82088 members 
Entering Unmasked Estep 
Score: -10429761.000000 Penalty: 5630.652832
	Iteration 84Q: 3 clusters Score -1.042976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 82089 members 
Entering Unmasked Estep 
Score: -10429764.000000 Penalty: 5630.652832
	Iteration 85Q: 3 clusters Score -1.042976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 82091 members 
Entering Unmasked Estep 
Score: -10429771.000000 Penalty: 5630.652832
	Iteration 86Q: 3 clusters Score -1.042977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 82093 members 
Entering Unmasked Estep 
Score: -10429764.000000 Penalty: 5630.652832
	Iteration 87Q: 3 clusters Score -1.042976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 82094 members 
Entering Unmasked Estep 
Score: -10429768.000000 Penalty: 5630.652832
	Iteration 88Q: 3 clusters Score -1.042977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 82095 members 
Entering Unmasked Estep 
Score: -10429769.000000 Penalty: 5630.652832
	Iteration 89Q: 3 clusters Score -1.042977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 82095 members 
Entering Unmasked Estep 
Score: -10429769.000000 Penalty: 5630.652832
	Iteration 90F: 3 clusters Score -1.042977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Entering Unmasked Estep 
Score: -1059552.375000 Penalty: 2252.940430
	Iteration 0F: 2 clusters Score -1059552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1052617.625000 Penalty: 4505.880859
	Iteration 0F: 3 clusters Score -1052618 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1054518.000000 Penalty: 4505.880859
	Iteration 1F: 3 clusters Score -1054518 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1054816.625000 Penalty: 4505.880859
	Iteration 2F: 3 clusters Score -1054817 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1055010.375000 Penalty: 4505.880859
	Iteration 3F: 3 clusters Score -1055010 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1055147.625000 Penalty: 4505.880859
	Iteration 4Q: 3 clusters Score -1055148 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1055273.625000 Penalty: 4505.880859
	Iteration 5Q: 3 clusters Score -1055274 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1055401.500000 Penalty: 4505.880859
	Iteration 6Q: 3 clusters Score -1055402 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1055518.000000 Penalty: 4505.880859
	Iteration 7Q: 3 clusters Score -1055518 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1055641.750000 Penalty: 4505.880859
	Iteration 8Q: 3 clusters Score -1055642 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1055784.750000 Penalty: 4505.880859
	Iteration 9Q: 3 clusters Score -1055785 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1055943.375000 Penalty: 4505.880859
	Iteration 10Q: 3 clusters Score -1055943 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1056132.625000 Penalty: 4505.880859
	Iteration 11Q: 3 clusters Score -1056133 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1056359.000000 Penalty: 4505.880859
	Iteration 12Q: 3 clusters Score -1056359 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1056595.875000 Penalty: 4505.880859
	Iteration 13Q: 3 clusters Score -1056596 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1056834.375000 Penalty: 4505.880859
	Iteration 14Q: 3 clusters Score -1056834 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1057051.625000 Penalty: 4505.880859
	Iteration 15Q: 3 clusters Score -1057052 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1057267.500000 Penalty: 4505.880859
	Iteration 16Q: 3 clusters Score -1057268 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1057469.250000 Penalty: 4505.880859
	Iteration 17Q: 3 clusters Score -1057469 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1057670.125000 Penalty: 4505.880859
	Iteration 18Q: 3 clusters Score -1057670 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1057807.500000 Penalty: 4505.880859
	Iteration 19Q: 3 clusters Score -1057808 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1057863.250000 Penalty: 4505.880859
	Iteration 20F: 3 clusters Score -1057863 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1057904.625000 Penalty: 4505.880859
	Iteration 21Q: 3 clusters Score -1057905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1057919.000000 Penalty: 4505.880859
	Iteration 22Q: 3 clusters Score -1057919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1057929.875000 Penalty: 4505.880859
	Iteration 23Q: 3 clusters Score -1057930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1057936.875000 Penalty: 4505.880859
	Iteration 24Q: 3 clusters Score -1057937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1057942.250000 Penalty: 4505.880859
	Iteration 25Q: 3 clusters Score -1057942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1057946.125000 Penalty: 4505.880859
	Iteration 26Q: 3 clusters Score -1057946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1057948.750000 Penalty: 4505.880859
	Iteration 27Q: 3 clusters Score -1057949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1057948.875000 Penalty: 4505.880859
	Iteration 28Q: 3 clusters Score -1057949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1057950.000000 Penalty: 4505.880859
	Iteration 29Q: 3 clusters Score -1057950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1057951.625000 Penalty: 4505.880859
	Iteration 30Q: 3 clusters Score -1057952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1057953.000000 Penalty: 4505.880859
	Iteration 31Q: 3 clusters Score -1057953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1057953.750000 Penalty: 4505.880859
	Iteration 32Q: 3 clusters Score -1057954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1057955.125000 Penalty: 4505.880859
	Iteration 33Q: 3 clusters Score -1057955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1057956.375000 Penalty: 4505.880859
	Iteration 34Q: 3 clusters Score -1057956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1057956.375000 Penalty: 4505.880859
	Iteration 35F: 3 clusters Score -1057956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Entering Unmasked Estep 
Score: -943961.375000 Penalty: 2232.944336
	Iteration 0F: 2 clusters Score -943961.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -937423.937500 Penalty: 4465.888672
	Iteration 0F: 3 clusters Score -937423.9 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -939187.187500 Penalty: 4465.888672
	Iteration 1F: 3 clusters Score -939187.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -939494.062500 Penalty: 4465.888672
	Iteration 2F: 3 clusters Score -939494.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -939699.625000 Penalty: 4465.888672
	Iteration 3F: 3 clusters Score -939699.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -939842.437500 Penalty: 4465.888672
	Iteration 4Q: 3 clusters Score -939842.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -939957.750000 Penalty: 4465.888672
	Iteration 5Q: 3 clusters Score -939957.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -940077.687500 Penalty: 4465.888672
	Iteration 6Q: 3 clusters Score -940077.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -940188.125000 Penalty: 4465.888672
	Iteration 7Q: 3 clusters Score -940188.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -940315.437500 Penalty: 4465.888672
	Iteration 8Q: 3 clusters Score -940315.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -940480.437500 Penalty: 4465.888672
	Iteration 9Q: 3 clusters Score -940480.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -940672.437500 Penalty: 4465.888672
	Iteration 10Q: 3 clusters Score -940672.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -940887.875000 Penalty: 4465.888672
	Iteration 11Q: 3 clusters Score -940887.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -941109.562500 Penalty: 4465.888672
	Iteration 12Q: 3 clusters Score -941109.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -941320.625000 Penalty: 4465.888672
	Iteration 13Q: 3 clusters Score -941320.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -941507.250000 Penalty: 4465.888672
	Iteration 14Q: 3 clusters Score -941507.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -941675.250000 Penalty: 4465.888672
	Iteration 15Q: 3 clusters Score -941675.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -941811.812500 Penalty: 4465.888672
	Iteration 16Q: 3 clusters Score -941811.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -941926.312500 Penalty: 4465.888672
	Iteration 17Q: 3 clusters Score -941926.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -942013.000000 Penalty: 4465.888672
	Iteration 18Q: 3 clusters Score -942013 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -942082.062500 Penalty: 4465.888672
	Iteration 19Q: 3 clusters Score -942082.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -942137.375000 Penalty: 4465.888672
	Iteration 20F: 3 clusters Score -942137.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -942183.500000 Penalty: 4465.888672
	Iteration 21Q: 3 clusters Score -942183.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -942214.500000 Penalty: 4465.888672
	Iteration 22Q: 3 clusters Score -942214.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -942236.375000 Penalty: 4465.888672
	Iteration 23Q: 3 clusters Score -942236.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -942253.625000 Penalty: 4465.888672
	Iteration 24Q: 3 clusters Score -942253.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -942264.437500 Penalty: 4465.888672
	Iteration 25Q: 3 clusters Score -942264.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -942269.062500 Penalty: 4465.888672
	Iteration 26Q: 3 clusters Score -942269.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -942272.375000 Penalty: 4465.888672
	Iteration 27Q: 3 clusters Score -942272.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -942272.437500 Penalty: 4465.888672
	Iteration 28Q: 3 clusters Score -942272.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -942273.312500 Penalty: 4465.888672
	Iteration 29Q: 3 clusters Score -942273.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -942274.937500 Penalty: 4465.888672
	Iteration 30Q: 3 clusters Score -942274.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -942274.937500 Penalty: 4465.888672
	Iteration 31F: 3 clusters Score -942274.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -63214.707031 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -63214.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61639.820312 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -61639.82 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61910.390625 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -61910.39 nChanged 34
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: -62032.308594 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -62032.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62084.839844 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -62084.84 nChanged 18
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: -62109.589844 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -62109.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62126.156250 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -62126.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62146.023438 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -62146.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -62156.144531 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -62156.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -62169.371094 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -62169.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62178.437500 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -62178.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62181.894531 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -62181.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62183.523438 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -62183.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62183.523438 Penalty: 3198.649170
	Iteration 12F: 3 clusters Score -62183.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (226946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226946 members 
Entering Unmasked Estep 
Score: -27504654.000000 Penalty: 3058.451904
	Iteration 0F: 2 clusters Score -2.750465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113682 members 
Mstep: Class 2 contains 113264 members 
Entering Unmasked Estep 
Score: -27357382.000000 Penalty: 6116.903809
	Iteration 0F: 3 clusters Score -2.735738e+07 nChanged 109519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119631 members 
Mstep: Class 2 contains 107315 members 
Entering Unmasked Estep 
Score: -27422590.000000 Penalty: 6116.903809
	Iteration 1F: 3 clusters Score -2.742259e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123207 members 
Mstep: Class 2 contains 103739 members 
Entering Unmasked Estep 
Score: -27424778.000000 Penalty: 6116.903809
	Iteration 2Q: 3 clusters Score -2.742478e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128748 members 
Mstep: Class 2 contains 98198 members 
Entering Unmasked Estep 
Score: -27427754.000000 Penalty: 6116.903809
	Iteration 3Q: 3 clusters Score -2.742775e+07 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136977 members 
Mstep: Class 2 contains 89969 members 
Entering Unmasked Estep 
Score: -27432960.000000 Penalty: 6116.903809
	Iteration 4Q: 3 clusters Score -2.743296e+07 nChanged 13609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148374 members 
Mstep: Class 2 contains 78572 members 
Entering Unmasked Estep 
Score: -27441734.000000 Penalty: 6116.903809
	Iteration 5F: 3 clusters Score -2.744173e+07 nChanged 16574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162828 members 
Mstep: Class 2 contains 64118 members 
Entering Unmasked Estep 
Score: -27454610.000000 Penalty: 6116.903809
	Iteration 6F: 3 clusters Score -2.745461e+07 nChanged 17466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178302 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -27469832.000000 Penalty: 6116.903809
	Iteration 7F: 3 clusters Score -2.746983e+07 nChanged 14913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191499 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -27483182.000000 Penalty: 6116.903809
	Iteration 8F: 3 clusters Score -2.748318e+07 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200398 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -27491424.000000 Penalty: 6116.903809
	Iteration 9Q: 3 clusters Score -2.749142e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205875 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -27495808.000000 Penalty: 6116.903809
	Iteration 10Q: 3 clusters Score -2.749581e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209423 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -27498050.000000 Penalty: 6116.903809
	Iteration 11Q: 3 clusters Score -2.749805e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212048 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -27499278.000000 Penalty: 6116.903809
	Iteration 12Q: 3 clusters Score -2.749928e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214100 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -27500280.000000 Penalty: 6116.903809
	Iteration 13Q: 3 clusters Score -2.750028e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215736 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -27500922.000000 Penalty: 6116.903809
	Iteration 14Q: 3 clusters Score -2.750092e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217048 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -27501492.000000 Penalty: 6116.903809
	Iteration 15Q: 3 clusters Score -2.750149e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218065 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -27501748.000000 Penalty: 6116.903809
	Iteration 16Q: 3 clusters Score -2.750175e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218933 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -27502046.000000 Penalty: 6116.903809
	Iteration 17Q: 3 clusters Score -2.750205e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219672 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -27502254.000000 Penalty: 6116.903809
	Iteration 18Q: 3 clusters Score -2.750225e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220308 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -27502362.000000 Penalty: 6116.903809
	Iteration 19Q: 3 clusters Score -2.750236e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220830 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -27502494.000000 Penalty: 6116.903809
	Iteration 20F: 3 clusters Score -2.750249e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221284 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -27502538.000000 Penalty: 6116.903809
	Iteration 21Q: 3 clusters Score -2.750254e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221678 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -27502670.000000 Penalty: 6116.903809
	Iteration 22Q: 3 clusters Score -2.750267e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222042 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -27502688.000000 Penalty: 6116.903809
	Iteration 23Q: 3 clusters Score -2.750269e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222353 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -27502752.000000 Penalty: 6116.903809
	Iteration 24Q: 3 clusters Score -2.750275e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222597 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -27502844.000000 Penalty: 6116.903809
	Iteration 25Q: 3 clusters Score -2.750284e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222799 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -27502818.000000 Penalty: 6116.903809
	Iteration 26Q: 3 clusters Score -2.750282e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223005 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -27502860.000000 Penalty: 6116.903809
	Iteration 27Q: 3 clusters Score -2.750286e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223179 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -27502812.000000 Penalty: 6116.903809
	Iteration 28Q: 3 clusters Score -2.750281e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223329 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -27502800.000000 Penalty: 6116.903809
	Iteration 29Q: 3 clusters Score -2.75028e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223457 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -27502810.000000 Penalty: 6116.903809
	Iteration 30Q: 3 clusters Score -2.750281e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223568 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -27502834.000000 Penalty: 6116.903809
	Iteration 31Q: 3 clusters Score -2.750283e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223645 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -27502810.000000 Penalty: 6116.903809
	Iteration 32Q: 3 clusters Score -2.750281e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223712 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -27502806.000000 Penalty: 6116.903809
	Iteration 33Q: 3 clusters Score -2.750281e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223780 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -27502824.000000 Penalty: 6116.903809
	Iteration 34Q: 3 clusters Score -2.750282e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223835 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -27502860.000000 Penalty: 6116.903809
	Iteration 35Q: 3 clusters Score -2.750286e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223886 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -27502886.000000 Penalty: 6116.903809
	Iteration 36Q: 3 clusters Score -2.750289e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223933 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -27502870.000000 Penalty: 6116.903809
	Iteration 37Q: 3 clusters Score -2.750287e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223977 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -27502864.000000 Penalty: 6116.903809
	Iteration 38Q: 3 clusters Score -2.750286e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224031 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -27502880.000000 Penalty: 6116.903809
	Iteration 39Q: 3 clusters Score -2.750288e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224076 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -27502870.000000 Penalty: 6116.903809
	Iteration 40F: 3 clusters Score -2.750287e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224123 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -27502856.000000 Penalty: 6116.903809
	Iteration 41Q: 3 clusters Score -2.750286e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224157 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -27502844.000000 Penalty: 6116.903809
	Iteration 42Q: 3 clusters Score -2.750284e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224195 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -27502832.000000 Penalty: 6116.903809
	Iteration 43Q: 3 clusters Score -2.750283e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224231 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -27502842.000000 Penalty: 6116.903809
	Iteration 44Q: 3 clusters Score -2.750284e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224257 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -27502866.000000 Penalty: 6116.903809
	Iteration 45Q: 3 clusters Score -2.750287e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224287 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -27502876.000000 Penalty: 6116.903809
	Iteration 46Q: 3 clusters Score -2.750288e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224309 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -27502874.000000 Penalty: 6116.903809
	Iteration 47Q: 3 clusters Score -2.750287e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224327 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -27502882.000000 Penalty: 6116.903809
	Iteration 48Q: 3 clusters Score -2.750288e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224350 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -27502882.000000 Penalty: 6116.903809
	Iteration 49Q: 3 clusters Score -2.750288e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224371 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -27502886.000000 Penalty: 6116.903809
	Iteration 50Q: 3 clusters Score -2.750289e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224392 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -27502890.000000 Penalty: 6116.903809
	Iteration 51Q: 3 clusters Score -2.750289e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224406 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -27502890.000000 Penalty: 6116.903809
	Iteration 52Q: 3 clusters Score -2.750289e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224418 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -27502892.000000 Penalty: 6116.903809
	Iteration 53Q: 3 clusters Score -2.750289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224430 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -27502902.000000 Penalty: 6116.903809
	Iteration 54Q: 3 clusters Score -2.75029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224449 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -27502920.000000 Penalty: 6116.903809
	Iteration 55Q: 3 clusters Score -2.750292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224462 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -27502900.000000 Penalty: 6116.903809
	Iteration 56Q: 3 clusters Score -2.75029e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224481 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -27502878.000000 Penalty: 6116.903809
	Iteration 57Q: 3 clusters Score -2.750288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224492 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -27502876.000000 Penalty: 6116.903809
	Iteration 58Q: 3 clusters Score -2.750288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224499 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -27502880.000000 Penalty: 6116.903809
	Iteration 59Q: 3 clusters Score -2.750288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224511 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -27502880.000000 Penalty: 6116.903809
	Iteration 60F: 3 clusters Score -2.750288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224521 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -27502862.000000 Penalty: 6116.903809
	Iteration 61Q: 3 clusters Score -2.750286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224534 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -27502878.000000 Penalty: 6116.903809
	Iteration 62Q: 3 clusters Score -2.750288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224543 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -27502874.000000 Penalty: 6116.903809
	Iteration 63Q: 3 clusters Score -2.750287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224548 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -27502872.000000 Penalty: 6116.903809
	Iteration 64Q: 3 clusters Score -2.750287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224551 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -27502862.000000 Penalty: 6116.903809
	Iteration 65Q: 3 clusters Score -2.750286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224553 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -27502862.000000 Penalty: 6116.903809
	Iteration 66Q: 3 clusters Score -2.750286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224557 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -27502852.000000 Penalty: 6116.903809
	Iteration 67Q: 3 clusters Score -2.750285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224563 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -27502842.000000 Penalty: 6116.903809
	Iteration 68Q: 3 clusters Score -2.750284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224570 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -27502834.000000 Penalty: 6116.903809
	Iteration 69Q: 3 clusters Score -2.750283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224578 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -27502846.000000 Penalty: 6116.903809
	Iteration 70Q: 3 clusters Score -2.750285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224584 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -27502848.000000 Penalty: 6116.903809
	Iteration 71Q: 3 clusters Score -2.750285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224588 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -27502860.000000 Penalty: 6116.903809
	Iteration 72Q: 3 clusters Score -2.750286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224592 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -27502846.000000 Penalty: 6116.903809
	Iteration 73Q: 3 clusters Score -2.750285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224595 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -27502850.000000 Penalty: 6116.903809
	Iteration 74Q: 3 clusters Score -2.750285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224596 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -27502858.000000 Penalty: 6116.903809
	Iteration 75Q: 3 clusters Score -2.750286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224600 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -27502860.000000 Penalty: 6116.903809
	Iteration 76Q: 3 clusters Score -2.750286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224606 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -27502872.000000 Penalty: 6116.903809
	Iteration 77Q: 3 clusters Score -2.750287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224609 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -27502860.000000 Penalty: 6116.903809
	Iteration 78Q: 3 clusters Score -2.750286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224613 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -27502850.000000 Penalty: 6116.903809
	Iteration 79Q: 3 clusters Score -2.750285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224614 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -27502844.000000 Penalty: 6116.903809
	Iteration 80F: 3 clusters Score -2.750284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224615 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -27502856.000000 Penalty: 6116.903809
	Iteration 81Q: 3 clusters Score -2.750286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224615 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -27502856.000000 Penalty: 6116.903809
	Iteration 82F: 3 clusters Score -2.750286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -51955.261719 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -51955.26 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 295 members 
Entering Unmasked Estep 
Score: -50357.968750 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -50357.97 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50577.046875 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -50577.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50779.769531 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -50779.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50980.066406 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -50980.07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51115.226562 Penalty: 3184.317383
	Iteration 4F: 3 clusters Score -51115.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51228.683594 Penalty: 3184.317383
	Iteration 5F: 3 clusters Score -51228.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51316.484375 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -51316.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51350.656250 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -51350.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -51422.957031 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -51422.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51487.285156 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -51487.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51551.648438 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -51551.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51632.097656 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -51632.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51700.218750 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -51700.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51791.953125 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -51791.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51880.710938 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -51880.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51980.644531 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -51980.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52016.128906 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -52016.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52032.937500 Penalty: 3184.317383
	Iteration 17Q: 3 clusters Score -52032.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -52040.628906 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -52040.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52063.125000 Penalty: 3184.317383
	Iteration 19Q: 3 clusters Score -52063.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52064.046875 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -52064.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -52083.750000 Penalty: 3184.317383
	Iteration 21Q: 3 clusters Score -52083.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52087.433594 Penalty: 3184.317383
	Iteration 22Q: 3 clusters Score -52087.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52087.433594 Penalty: 3184.317383
	Iteration 23F: 3 clusters Score -52087.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 32649 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205487 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85146 members 
Mstep: Class 10 contains 8817 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226946 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34179 members 
Mstep: Class 19 contains 41945 members 
Mstep: Class 21 contains 201177 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 12851 members 
Entering Unmasked Estep 
Score: -104282416.000000 Penalty: 64462.460938
Splitting cluster 14 changes total score from -104284240.000000 to -104282416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -438636.812500 Penalty: 2049.817627
	Iteration 0F: 2 clusters Score -438636.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -434799.093750 Penalty: 4099.635254
	Iteration 0F: 3 clusters Score -434799.1 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -435666.781250 Penalty: 4099.635254
	Iteration 1F: 3 clusters Score -435666.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -435930.156250 Penalty: 4099.635254
	Iteration 2F: 3 clusters Score -435930.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -436140.156250 Penalty: 4099.635254
	Iteration 3F: 3 clusters Score -436140.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -436357.531250 Penalty: 4099.635254
	Iteration 4F: 3 clusters Score -436357.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -436634.125000 Penalty: 4099.635254
	Iteration 5F: 3 clusters Score -436634.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -436884.781250 Penalty: 4099.635254
	Iteration 6F: 3 clusters Score -436884.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -437096.500000 Penalty: 4099.635254
	Iteration 7Q: 3 clusters Score -437096.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -437281.875000 Penalty: 4099.635254
	Iteration 8Q: 3 clusters Score -437281.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -437395.875000 Penalty: 4099.635254
	Iteration 9Q: 3 clusters Score -437395.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -437467.062500 Penalty: 4099.635254
	Iteration 10Q: 3 clusters Score -437467.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -437509.718750 Penalty: 4099.635254
	Iteration 11Q: 3 clusters Score -437509.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -437533.593750 Penalty: 4099.635254
	Iteration 12Q: 3 clusters Score -437533.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -437549.000000 Penalty: 4099.635254
	Iteration 13Q: 3 clusters Score -437549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -437558.875000 Penalty: 4099.635254
	Iteration 14Q: 3 clusters Score -437558.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -437570.375000 Penalty: 4099.635254
	Iteration 15Q: 3 clusters Score -437570.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -437574.843750 Penalty: 4099.635254
	Iteration 16Q: 3 clusters Score -437574.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -437577.906250 Penalty: 4099.635254
	Iteration 17Q: 3 clusters Score -437577.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -437580.437500 Penalty: 4099.635254
	Iteration 18Q: 3 clusters Score -437580.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -437582.312500 Penalty: 4099.635254
	Iteration 19Q: 3 clusters Score -437582.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -437582.875000 Penalty: 4099.635254
	Iteration 20F: 3 clusters Score -437582.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -437583.968750 Penalty: 4099.635254
	Iteration 21Q: 3 clusters Score -437584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -437583.968750 Penalty: 4099.635254
	Iteration 22Q: 3 clusters Score -437584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -437585.312500 Penalty: 4099.635254
	Iteration 23Q: 3 clusters Score -437585.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -437585.062500 Penalty: 4099.635254
	Iteration 24Q: 3 clusters Score -437585.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -437584.875000 Penalty: 4099.635254
	Iteration 25Q: 3 clusters Score -437584.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -437584.875000 Penalty: 4099.635254
	Iteration 26F: 3 clusters Score -437584.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Entering Unmasked Estep 
Score: -4215783.500000 Penalty: 2588.962891
	Iteration 0F: 2 clusters Score -4215784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -4192480.500000 Penalty: 5177.925781
	Iteration 0F: 3 clusters Score -4192480 nChanged 15532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -4200789.500000 Penalty: 5177.925781
	Iteration 1F: 3 clusters Score -4200790 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -4201217.000000 Penalty: 5177.925781
	Iteration 2Q: 3 clusters Score -4201217 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -4201598.000000 Penalty: 5177.925781
	Iteration 3Q: 3 clusters Score -4201598 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -4201975.500000 Penalty: 5177.925781
	Iteration 4Q: 3 clusters Score -4201976 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -4202458.500000 Penalty: 5177.925781
	Iteration 5Q: 3 clusters Score -4202458 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -4203069.000000 Penalty: 5177.925781
	Iteration 6Q: 3 clusters Score -4203069 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -4203879.000000 Penalty: 5177.925781
	Iteration 7Q: 3 clusters Score -4203879 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -4205028.500000 Penalty: 5177.925781
	Iteration 8F: 3 clusters Score -4205028 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -4206473.000000 Penalty: 5177.925781
	Iteration 9F: 3 clusters Score -4206473 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -4208177.000000 Penalty: 5177.925781
	Iteration 10F: 3 clusters Score -4208177 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -4209737.500000 Penalty: 5177.925781
	Iteration 11F: 3 clusters Score -4209738 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -4210675.500000 Penalty: 5177.925781
	Iteration 12F: 3 clusters Score -4210676 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -4211077.000000 Penalty: 5177.925781
	Iteration 13Q: 3 clusters Score -4211077 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -4211247.500000 Penalty: 5177.925781
	Iteration 14Q: 3 clusters Score -4211248 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -4211377.000000 Penalty: 5177.925781
	Iteration 15Q: 3 clusters Score -4211377 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -4211474.000000 Penalty: 5177.925781
	Iteration 16Q: 3 clusters Score -4211474 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -4211521.500000 Penalty: 5177.925781
	Iteration 17Q: 3 clusters Score -4211522 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -4211578.500000 Penalty: 5177.925781
	Iteration 18Q: 3 clusters Score -4211578 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -4211631.500000 Penalty: 5177.925781
	Iteration 19Q: 3 clusters Score -4211632 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -4211685.000000 Penalty: 5177.925781
	Iteration 20F: 3 clusters Score -4211685 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -4211698.500000 Penalty: 5177.925781
	Iteration 21Q: 3 clusters Score -4211698 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -4211727.000000 Penalty: 5177.925781
	Iteration 22Q: 3 clusters Score -4211727 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -4211761.500000 Penalty: 5177.925781
	Iteration 23Q: 3 clusters Score -4211762 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -4211778.000000 Penalty: 5177.925781
	Iteration 24Q: 3 clusters Score -4211778 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -4211785.000000 Penalty: 5177.925781
	Iteration 25Q: 3 clusters Score -4211785 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -4211806.500000 Penalty: 5177.925781
	Iteration 26Q: 3 clusters Score -4211806 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -4211824.000000 Penalty: 5177.925781
	Iteration 27Q: 3 clusters Score -4211824 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -4211857.000000 Penalty: 5177.925781
	Iteration 28Q: 3 clusters Score -4211857 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -4211874.500000 Penalty: 5177.925781
	Iteration 29Q: 3 clusters Score -4211874 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -4211892.000000 Penalty: 5177.925781
	Iteration 30Q: 3 clusters Score -4211892 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -4211907.500000 Penalty: 5177.925781
	Iteration 31Q: 3 clusters Score -4211908 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -4211920.500000 Penalty: 5177.925781
	Iteration 32Q: 3 clusters Score -4211920 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -4211935.000000 Penalty: 5177.925781
	Iteration 33Q: 3 clusters Score -4211935 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -4211970.500000 Penalty: 5177.925781
	Iteration 34Q: 3 clusters Score -4211970 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -4211995.000000 Penalty: 5177.925781
	Iteration 35Q: 3 clusters Score -4211995 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -4212019.000000 Penalty: 5177.925781
	Iteration 36Q: 3 clusters Score -4212019 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -4212037.000000 Penalty: 5177.925781
	Iteration 37Q: 3 clusters Score -4212037 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -4212065.000000 Penalty: 5177.925781
	Iteration 38Q: 3 clusters Score -4212065 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -4212111.500000 Penalty: 5177.925781
	Iteration 39Q: 3 clusters Score -4212112 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -4212126.000000 Penalty: 5177.925781
	Iteration 40F: 3 clusters Score -4212126 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -4212155.000000 Penalty: 5177.925781
	Iteration 41Q: 3 clusters Score -4212155 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -4212182.500000 Penalty: 5177.925781
	Iteration 42Q: 3 clusters Score -4212182 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -4212212.000000 Penalty: 5177.925781
	Iteration 43Q: 3 clusters Score -4212212 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -4212246.000000 Penalty: 5177.925781
	Iteration 44Q: 3 clusters Score -4212246 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -4212286.500000 Penalty: 5177.925781
	Iteration 45Q: 3 clusters Score -4212286 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -4212318.500000 Penalty: 5177.925781
	Iteration 46Q: 3 clusters Score -4212318 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -4212362.000000 Penalty: 5177.925781
	Iteration 47Q: 3 clusters Score -4212362 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -4212394.500000 Penalty: 5177.925781
	Iteration 48Q: 3 clusters Score -4212394 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -4212428.000000 Penalty: 5177.925781
	Iteration 49Q: 3 clusters Score -4212428 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -4212457.000000 Penalty: 5177.925781
	Iteration 50Q: 3 clusters Score -4212457 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -4212486.000000 Penalty: 5177.925781
	Iteration 51Q: 3 clusters Score -4212486 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -4212518.000000 Penalty: 5177.925781
	Iteration 52Q: 3 clusters Score -4212518 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -4212553.500000 Penalty: 5177.925781
	Iteration 53Q: 3 clusters Score -4212554 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -4212584.000000 Penalty: 5177.925781
	Iteration 54Q: 3 clusters Score -4212584 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -4212596.500000 Penalty: 5177.925781
	Iteration 55Q: 3 clusters Score -4212596 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -4212639.000000 Penalty: 5177.925781
	Iteration 56Q: 3 clusters Score -4212639 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -4212675.500000 Penalty: 5177.925781
	Iteration 57Q: 3 clusters Score -4212676 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -4212708.000000 Penalty: 5177.925781
	Iteration 58Q: 3 clusters Score -4212708 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -4212747.500000 Penalty: 5177.925781
	Iteration 59Q: 3 clusters Score -4212748 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -4212757.000000 Penalty: 5177.925781
	Iteration 60F: 3 clusters Score -4212757 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -4212796.000000 Penalty: 5177.925781
	Iteration 61Q: 3 clusters Score -4212796 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -4212831.000000 Penalty: 5177.925781
	Iteration 62Q: 3 clusters Score -4212831 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -4212864.500000 Penalty: 5177.925781
	Iteration 63Q: 3 clusters Score -4212864 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -4212888.500000 Penalty: 5177.925781
	Iteration 64Q: 3 clusters Score -4212888 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -4212928.500000 Penalty: 5177.925781
	Iteration 65Q: 3 clusters Score -4212928 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -4212970.000000 Penalty: 5177.925781
	Iteration 66Q: 3 clusters Score -4212970 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -4212996.500000 Penalty: 5177.925781
	Iteration 67Q: 3 clusters Score -4212996 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -4213013.500000 Penalty: 5177.925781
	Iteration 68Q: 3 clusters Score -4213014 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -4213059.500000 Penalty: 5177.925781
	Iteration 69Q: 3 clusters Score -4213060 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -4213081.000000 Penalty: 5177.925781
	Iteration 70Q: 3 clusters Score -4213081 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -4213119.000000 Penalty: 5177.925781
	Iteration 71Q: 3 clusters Score -4213119 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -4213158.000000 Penalty: 5177.925781
	Iteration 72Q: 3 clusters Score -4213158 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -4213189.500000 Penalty: 5177.925781
	Iteration 73Q: 3 clusters Score -4213190 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -4213217.000000 Penalty: 5177.925781
	Iteration 74Q: 3 clusters Score -4213217 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4213249.500000 Penalty: 5177.925781
	Iteration 75Q: 3 clusters Score -4213250 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -4213280.500000 Penalty: 5177.925781
	Iteration 76Q: 3 clusters Score -4213280 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -4213310.000000 Penalty: 5177.925781
	Iteration 77Q: 3 clusters Score -4213310 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -4213330.000000 Penalty: 5177.925781
	Iteration 78Q: 3 clusters Score -4213330 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -4213358.000000 Penalty: 5177.925781
	Iteration 79Q: 3 clusters Score -4213358 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -4213376.500000 Penalty: 5177.925781
	Iteration 80F: 3 clusters Score -4213376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -4213377.000000 Penalty: 5177.925781
	Iteration 81Q: 3 clusters Score -4213377 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -4213387.000000 Penalty: 5177.925781
	Iteration 82Q: 3 clusters Score -4213387 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4213410.500000 Penalty: 5177.925781
	Iteration 83Q: 3 clusters Score -4213410 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -4213427.000000 Penalty: 5177.925781
	Iteration 84Q: 3 clusters Score -4213427 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -4213449.000000 Penalty: 5177.925781
	Iteration 85Q: 3 clusters Score -4213449 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -4213461.500000 Penalty: 5177.925781
	Iteration 86Q: 3 clusters Score -4213462 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -4213479.000000 Penalty: 5177.925781
	Iteration 87Q: 3 clusters Score -4213479 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -4213483.000000 Penalty: 5177.925781
	Iteration 88Q: 3 clusters Score -4213483 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4213502.000000 Penalty: 5177.925781
	Iteration 89Q: 3 clusters Score -4213502 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4213509.500000 Penalty: 5177.925781
	Iteration 90Q: 3 clusters Score -4213510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -4213513.500000 Penalty: 5177.925781
	Iteration 91Q: 3 clusters Score -4213514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -4213522.500000 Penalty: 5177.925781
	Iteration 92Q: 3 clusters Score -4213522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4213534.000000 Penalty: 5177.925781
	Iteration 93Q: 3 clusters Score -4213534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4213537.500000 Penalty: 5177.925781
	Iteration 94Q: 3 clusters Score -4213538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4213539.000000 Penalty: 5177.925781
	Iteration 95Q: 3 clusters Score -4213539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4213548.000000 Penalty: 5177.925781
	Iteration 96Q: 3 clusters Score -4213548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4213546.000000 Penalty: 5177.925781
	Iteration 97Q: 3 clusters Score -4213546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4213549.000000 Penalty: 5177.925781
	Iteration 98Q: 3 clusters Score -4213549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4213558.000000 Penalty: 5177.925781
	Iteration 99Q: 3 clusters Score -4213558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4213574.500000 Penalty: 5177.925781
	Iteration 100F: 3 clusters Score -4213574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4213584.500000 Penalty: 5177.925781
	Iteration 101Q: 3 clusters Score -4213584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4213585.500000 Penalty: 5177.925781
	Iteration 102Q: 3 clusters Score -4213586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4213589.000000 Penalty: 5177.925781
	Iteration 103Q: 3 clusters Score -4213589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4213583.500000 Penalty: 5177.925781
	Iteration 104Q: 3 clusters Score -4213584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4213592.000000 Penalty: 5177.925781
	Iteration 105Q: 3 clusters Score -4213592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4213590.000000 Penalty: 5177.925781
	Iteration 106Q: 3 clusters Score -4213590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4213596.000000 Penalty: 5177.925781
	Iteration 107Q: 3 clusters Score -4213596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4213608.000000 Penalty: 5177.925781
	Iteration 108Q: 3 clusters Score -4213608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4213616.500000 Penalty: 5177.925781
	Iteration 109Q: 3 clusters Score -4213616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4213618.500000 Penalty: 5177.925781
	Iteration 110Q: 3 clusters Score -4213618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4213627.500000 Penalty: 5177.925781
	Iteration 111Q: 3 clusters Score -4213628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4213629.500000 Penalty: 5177.925781
	Iteration 112Q: 3 clusters Score -4213630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4213642.000000 Penalty: 5177.925781
	Iteration 113Q: 3 clusters Score -4213642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4213649.500000 Penalty: 5177.925781
	Iteration 114Q: 3 clusters Score -4213650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4213656.000000 Penalty: 5177.925781
	Iteration 115Q: 3 clusters Score -4213656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4213657.500000 Penalty: 5177.925781
	Iteration 116Q: 3 clusters Score -4213658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4213668.500000 Penalty: 5177.925781
	Iteration 117Q: 3 clusters Score -4213668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4213676.500000 Penalty: 5177.925781
	Iteration 118Q: 3 clusters Score -4213676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4213681.500000 Penalty: 5177.925781
	Iteration 119Q: 3 clusters Score -4213682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4213686.000000 Penalty: 5177.925781
	Iteration 120F: 3 clusters Score -4213686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4213692.000000 Penalty: 5177.925781
	Iteration 121Q: 3 clusters Score -4213692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4213692.500000 Penalty: 5177.925781
	Iteration 122Q: 3 clusters Score -4213692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4213694.500000 Penalty: 5177.925781
	Iteration 123Q: 3 clusters Score -4213694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4213692.000000 Penalty: 5177.925781
	Iteration 124Q: 3 clusters Score -4213692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4213692.000000 Penalty: 5177.925781
	Iteration 125Q: 3 clusters Score -4213692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4213694.500000 Penalty: 5177.925781
	Iteration 126Q: 3 clusters Score -4213694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4213699.500000 Penalty: 5177.925781
	Iteration 127Q: 3 clusters Score -4213700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4213703.000000 Penalty: 5177.925781
	Iteration 128Q: 3 clusters Score -4213703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4213701.500000 Penalty: 5177.925781
	Iteration 129Q: 3 clusters Score -4213702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4213704.500000 Penalty: 5177.925781
	Iteration 130Q: 3 clusters Score -4213704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4213704.500000 Penalty: 5177.925781
	Iteration 131Q: 3 clusters Score -4213704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4213704.000000 Penalty: 5177.925781
	Iteration 132Q: 3 clusters Score -4213704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4213720.000000 Penalty: 5177.925781
	Iteration 133Q: 3 clusters Score -4213720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4213729.000000 Penalty: 5177.925781
	Iteration 134Q: 3 clusters Score -4213729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4213733.500000 Penalty: 5177.925781
	Iteration 135Q: 3 clusters Score -4213734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4213747.000000 Penalty: 5177.925781
	Iteration 136Q: 3 clusters Score -4213747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4213751.500000 Penalty: 5177.925781
	Iteration 137Q: 3 clusters Score -4213752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4213753.500000 Penalty: 5177.925781
	Iteration 138Q: 3 clusters Score -4213754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4213749.000000 Penalty: 5177.925781
	Iteration 139Q: 3 clusters Score -4213749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4213750.500000 Penalty: 5177.925781
	Iteration 140F: 3 clusters Score -4213750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4213754.500000 Penalty: 5177.925781
	Iteration 141Q: 3 clusters Score -4213754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4213752.000000 Penalty: 5177.925781
	Iteration 142Q: 3 clusters Score -4213752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4213756.500000 Penalty: 5177.925781
	Iteration 143Q: 3 clusters Score -4213756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4213757.000000 Penalty: 5177.925781
	Iteration 144Q: 3 clusters Score -4213757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4213756.500000 Penalty: 5177.925781
	Iteration 145Q: 3 clusters Score -4213756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4213755.500000 Penalty: 5177.925781
	Iteration 146Q: 3 clusters Score -4213756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4213755.500000 Penalty: 5177.925781
	Iteration 147F: 3 clusters Score -4213756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Entering Unmasked Estep 
Score: -4979577.000000 Penalty: 2639.740479
	Iteration 0F: 2 clusters Score -4979577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -4951230.500000 Penalty: 5279.480957
	Iteration 0F: 3 clusters Score -4951230 nChanged 19025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -4961406.500000 Penalty: 5279.480957
	Iteration 1F: 3 clusters Score -4961406 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -4961865.500000 Penalty: 5279.480957
	Iteration 2Q: 3 clusters Score -4961866 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -4962235.500000 Penalty: 5279.480957
	Iteration 3Q: 3 clusters Score -4962236 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -4962681.500000 Penalty: 5279.480957
	Iteration 4Q: 3 clusters Score -4962682 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -4963205.000000 Penalty: 5279.480957
	Iteration 5Q: 3 clusters Score -4963205 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -4963838.500000 Penalty: 5279.480957
	Iteration 6Q: 3 clusters Score -4963838 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -4964791.000000 Penalty: 5279.480957
	Iteration 7Q: 3 clusters Score -4964791 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -4965902.000000 Penalty: 5279.480957
	Iteration 8F: 3 clusters Score -4965902 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -4967235.000000 Penalty: 5279.480957
	Iteration 9F: 3 clusters Score -4967235 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -4968709.500000 Penalty: 5279.480957
	Iteration 10F: 3 clusters Score -4968710 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -4970197.500000 Penalty: 5279.480957
	Iteration 11F: 3 clusters Score -4970198 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -4971705.000000 Penalty: 5279.480957
	Iteration 12F: 3 clusters Score -4971705 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -4973160.500000 Penalty: 5279.480957
	Iteration 13Q: 3 clusters Score -4973160 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4974592.000000 Penalty: 5279.480957
	Iteration 14Q: 3 clusters Score -4974592 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4975780.000000 Penalty: 5279.480957
	Iteration 15Q: 3 clusters Score -4975780 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4976597.000000 Penalty: 5279.480957
	Iteration 16Q: 3 clusters Score -4976597 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4976987.500000 Penalty: 5279.480957
	Iteration 17Q: 3 clusters Score -4976988 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4977147.500000 Penalty: 5279.480957
	Iteration 18Q: 3 clusters Score -4977148 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4977224.000000 Penalty: 5279.480957
	Iteration 19Q: 3 clusters Score -4977224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4977276.000000 Penalty: 5279.480957
	Iteration 20F: 3 clusters Score -4977276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4977313.000000 Penalty: 5279.480957
	Iteration 21Q: 3 clusters Score -4977313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4977324.500000 Penalty: 5279.480957
	Iteration 22Q: 3 clusters Score -4977324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4977332.000000 Penalty: 5279.480957
	Iteration 23Q: 3 clusters Score -4977332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4977341.000000 Penalty: 5279.480957
	Iteration 24Q: 3 clusters Score -4977341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4977344.000000 Penalty: 5279.480957
	Iteration 25Q: 3 clusters Score -4977344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4977342.500000 Penalty: 5279.480957
	Iteration 26Q: 3 clusters Score -4977342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4977342.500000 Penalty: 5279.480957
	Iteration 27F: 3 clusters Score -4977342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (201177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201177 members 
Entering Unmasked Estep 
Score: -24486268.000000 Penalty: 3028.561279
	Iteration 0F: 2 clusters Score -2.448627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100837 members 
Mstep: Class 2 contains 100340 members 
Entering Unmasked Estep 
Score: -24353618.000000 Penalty: 6057.122559
	Iteration 0F: 3 clusters Score -2.435362e+07 nChanged 97000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103401 members 
Mstep: Class 2 contains 97776 members 
Entering Unmasked Estep 
Score: -24410738.000000 Penalty: 6057.122559
	Iteration 1F: 3 clusters Score -2.441074e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105440 members 
Mstep: Class 2 contains 95737 members 
Entering Unmasked Estep 
Score: -24411524.000000 Penalty: 6057.122559
	Iteration 2Q: 3 clusters Score -2.441152e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108657 members 
Mstep: Class 2 contains 92520 members 
Entering Unmasked Estep 
Score: -24412590.000000 Penalty: 6057.122559
	Iteration 3Q: 3 clusters Score -2.441259e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113589 members 
Mstep: Class 2 contains 87588 members 
Entering Unmasked Estep 
Score: -24414424.000000 Penalty: 6057.122559
	Iteration 4Q: 3 clusters Score -2.441442e+07 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121236 members 
Mstep: Class 2 contains 79941 members 
Entering Unmasked Estep 
Score: -24417528.000000 Penalty: 6057.122559
	Iteration 5Q: 3 clusters Score -2.441753e+07 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132617 members 
Mstep: Class 2 contains 68560 members 
Entering Unmasked Estep 
Score: -24423704.000000 Penalty: 6057.122559
	Iteration 6F: 3 clusters Score -2.44237e+07 nChanged 15815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148390 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -24435280.000000 Penalty: 6057.122559
	Iteration 7F: 3 clusters Score -2.443528e+07 nChanged 19079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167463 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -24452204.000000 Penalty: 6057.122559
	Iteration 8F: 3 clusters Score -2.44522e+07 nChanged 17536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184999 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -24469134.000000 Penalty: 6057.122559
	Iteration 9F: 3 clusters Score -2.446913e+07 nChanged 10661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195660 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -24478798.000000 Penalty: 6057.122559
	Iteration 10F: 3 clusters Score -2.44788e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199657 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -24482206.000000 Penalty: 6057.122559
	Iteration 11Q: 3 clusters Score -2.448221e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200661 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -24483092.000000 Penalty: 6057.122559
	Iteration 12Q: 3 clusters Score -2.448309e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200886 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24483378.000000 Penalty: 6057.122559
	Iteration 13Q: 3 clusters Score -2.448338e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200934 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24483460.000000 Penalty: 6057.122559
	Iteration 14Q: 3 clusters Score -2.448346e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200956 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24483530.000000 Penalty: 6057.122559
	Iteration 15Q: 3 clusters Score -2.448353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200966 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24483548.000000 Penalty: 6057.122559
	Iteration 16Q: 3 clusters Score -2.448355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200967 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24483562.000000 Penalty: 6057.122559
	Iteration 17Q: 3 clusters Score -2.448356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200964 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24483576.000000 Penalty: 6057.122559
	Iteration 18Q: 3 clusters Score -2.448358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200969 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24483594.000000 Penalty: 6057.122559
	Iteration 19Q: 3 clusters Score -2.448359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200974 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24483614.000000 Penalty: 6057.122559
	Iteration 20F: 3 clusters Score -2.448361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200974 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24483618.000000 Penalty: 6057.122559
	Iteration 21Q: 3 clusters Score -2.448362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200974 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24483612.000000 Penalty: 6057.122559
	Iteration 22Q: 3 clusters Score -2.448361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200973 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24483626.000000 Penalty: 6057.122559
	Iteration 23Q: 3 clusters Score -2.448363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200975 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24483624.000000 Penalty: 6057.122559
	Iteration 24Q: 3 clusters Score -2.448362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200978 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24483638.000000 Penalty: 6057.122559
	Iteration 25Q: 3 clusters Score -2.448364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200979 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24483642.000000 Penalty: 6057.122559
	Iteration 26Q: 3 clusters Score -2.448364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200979 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24483642.000000 Penalty: 6057.122559
	Iteration 27F: 3 clusters Score -2.448364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Entering Unmasked Estep 
Score: -500891.843750 Penalty: 2080.504883
	Iteration 0F: 2 clusters Score -500891.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -496735.187500 Penalty: 4161.009766
	Iteration 0F: 3 clusters Score -496735.2 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -497746.218750 Penalty: 4161.009766
	Iteration 1F: 3 clusters Score -497746.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -497947.000000 Penalty: 4161.009766
	Iteration 2F: 3 clusters Score -497947 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -498054.343750 Penalty: 4161.009766
	Iteration 3F: 3 clusters Score -498054.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -498122.875000 Penalty: 4161.009766
	Iteration 4Q: 3 clusters Score -498122.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -498158.000000 Penalty: 4161.009766
	Iteration 5Q: 3 clusters Score -498158 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -498191.468750 Penalty: 4161.009766
	Iteration 6Q: 3 clusters Score -498191.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -498214.406250 Penalty: 4161.009766
	Iteration 7Q: 3 clusters Score -498214.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -498235.093750 Penalty: 4161.009766
	Iteration 8Q: 3 clusters Score -498235.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -498249.250000 Penalty: 4161.009766
	Iteration 9Q: 3 clusters Score -498249.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -498254.281250 Penalty: 4161.009766
	Iteration 10Q: 3 clusters Score -498254.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -498259.187500 Penalty: 4161.009766
	Iteration 11Q: 3 clusters Score -498259.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -498265.468750 Penalty: 4161.009766
	Iteration 12Q: 3 clusters Score -498265.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -498270.031250 Penalty: 4161.009766
	Iteration 13Q: 3 clusters Score -498270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -498276.468750 Penalty: 4161.009766
	Iteration 14Q: 3 clusters Score -498276.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -498282.812500 Penalty: 4161.009766
	Iteration 15Q: 3 clusters Score -498282.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -498287.062500 Penalty: 4161.009766
	Iteration 16Q: 3 clusters Score -498287.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -498290.437500 Penalty: 4161.009766
	Iteration 17Q: 3 clusters Score -498290.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -498298.750000 Penalty: 4161.009766
	Iteration 18Q: 3 clusters Score -498298.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -498306.281250 Penalty: 4161.009766
	Iteration 19Q: 3 clusters Score -498306.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -498313.625000 Penalty: 4161.009766
	Iteration 20F: 3 clusters Score -498313.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -498319.968750 Penalty: 4161.009766
	Iteration 21Q: 3 clusters Score -498320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -498327.500000 Penalty: 4161.009766
	Iteration 22Q: 3 clusters Score -498327.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -498335.062500 Penalty: 4161.009766
	Iteration 23Q: 3 clusters Score -498335.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -498342.625000 Penalty: 4161.009766
	Iteration 24Q: 3 clusters Score -498342.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -498349.500000 Penalty: 4161.009766
	Iteration 25Q: 3 clusters Score -498349.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -498358.718750 Penalty: 4161.009766
	Iteration 26Q: 3 clusters Score -498358.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -498366.562500 Penalty: 4161.009766
	Iteration 27Q: 3 clusters Score -498366.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -498378.625000 Penalty: 4161.009766
	Iteration 28Q: 3 clusters Score -498378.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -498390.312500 Penalty: 4161.009766
	Iteration 29Q: 3 clusters Score -498390.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -498401.625000 Penalty: 4161.009766
	Iteration 30Q: 3 clusters Score -498401.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -498414.656250 Penalty: 4161.009766
	Iteration 31Q: 3 clusters Score -498414.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -498431.000000 Penalty: 4161.009766
	Iteration 32Q: 3 clusters Score -498431 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -498451.875000 Penalty: 4161.009766
	Iteration 33Q: 3 clusters Score -498451.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -498475.187500 Penalty: 4161.009766
	Iteration 34Q: 3 clusters Score -498475.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -498502.750000 Penalty: 4161.009766
	Iteration 35Q: 3 clusters Score -498502.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -498523.375000 Penalty: 4161.009766
	Iteration 36Q: 3 clusters Score -498523.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -498543.625000 Penalty: 4161.009766
	Iteration 37Q: 3 clusters Score -498543.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -498570.125000 Penalty: 4161.009766
	Iteration 38Q: 3 clusters Score -498570.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -498601.250000 Penalty: 4161.009766
	Iteration 39Q: 3 clusters Score -498601.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -498630.687500 Penalty: 4161.009766
	Iteration 40F: 3 clusters Score -498630.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -498662.125000 Penalty: 4161.009766
	Iteration 41Q: 3 clusters Score -498662.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -498687.031250 Penalty: 4161.009766
	Iteration 42Q: 3 clusters Score -498687 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -498713.843750 Penalty: 4161.009766
	Iteration 43Q: 3 clusters Score -498713.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -498741.687500 Penalty: 4161.009766
	Iteration 44Q: 3 clusters Score -498741.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -498769.343750 Penalty: 4161.009766
	Iteration 45Q: 3 clusters Score -498769.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -498800.843750 Penalty: 4161.009766
	Iteration 46Q: 3 clusters Score -498800.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -498837.812500 Penalty: 4161.009766
	Iteration 47Q: 3 clusters Score -498837.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -498873.312500 Penalty: 4161.009766
	Iteration 48Q: 3 clusters Score -498873.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -498894.875000 Penalty: 4161.009766
	Iteration 49Q: 3 clusters Score -498894.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -498913.187500 Penalty: 4161.009766
	Iteration 50Q: 3 clusters Score -498913.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -498930.593750 Penalty: 4161.009766
	Iteration 51Q: 3 clusters Score -498930.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -498941.750000 Penalty: 4161.009766
	Iteration 52Q: 3 clusters Score -498941.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -498951.812500 Penalty: 4161.009766
	Iteration 53Q: 3 clusters Score -498951.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -498958.875000 Penalty: 4161.009766
	Iteration 54Q: 3 clusters Score -498958.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -498968.312500 Penalty: 4161.009766
	Iteration 55Q: 3 clusters Score -498968.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -498977.437500 Penalty: 4161.009766
	Iteration 56Q: 3 clusters Score -498977.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -498985.218750 Penalty: 4161.009766
	Iteration 57Q: 3 clusters Score -498985.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -498995.625000 Penalty: 4161.009766
	Iteration 58Q: 3 clusters Score -498995.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -499003.843750 Penalty: 4161.009766
	Iteration 59Q: 3 clusters Score -499003.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -499011.093750 Penalty: 4161.009766
	Iteration 60F: 3 clusters Score -499011.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -499022.843750 Penalty: 4161.009766
	Iteration 61Q: 3 clusters Score -499022.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -499030.093750 Penalty: 4161.009766
	Iteration 62Q: 3 clusters Score -499030.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -499037.843750 Penalty: 4161.009766
	Iteration 63Q: 3 clusters Score -499037.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -499044.062500 Penalty: 4161.009766
	Iteration 64Q: 3 clusters Score -499044.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -499048.906250 Penalty: 4161.009766
	Iteration 65Q: 3 clusters Score -499048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -499053.500000 Penalty: 4161.009766
	Iteration 66Q: 3 clusters Score -499053.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -499055.750000 Penalty: 4161.009766
	Iteration 67Q: 3 clusters Score -499055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -499056.187500 Penalty: 4161.009766
	Iteration 68Q: 3 clusters Score -499056.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -499058.750000 Penalty: 4161.009766
	Iteration 69Q: 3 clusters Score -499058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -499060.875000 Penalty: 4161.009766
	Iteration 70Q: 3 clusters Score -499060.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -499062.656250 Penalty: 4161.009766
	Iteration 71Q: 3 clusters Score -499062.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -499062.656250 Penalty: 4161.009766
	Iteration 72F: 3 clusters Score -499062.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Entering Unmasked Estep 
Score: -1585146.000000 Penalty: 2346.371826
	Iteration 0F: 2 clusters Score -1585146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1575631.000000 Penalty: 4692.743652
	Iteration 0F: 3 clusters Score -1575631 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1578494.625000 Penalty: 4692.743652
	Iteration 1F: 3 clusters Score -1578495 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1578776.000000 Penalty: 4692.743652
	Iteration 2F: 3 clusters Score -1578776 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1579009.625000 Penalty: 4692.743652
	Iteration 3Q: 3 clusters Score -1579010 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1579246.875000 Penalty: 4692.743652
	Iteration 4Q: 3 clusters Score -1579247 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1579571.375000 Penalty: 4692.743652
	Iteration 5Q: 3 clusters Score -1579571 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1579993.375000 Penalty: 4692.743652
	Iteration 6F: 3 clusters Score -1579993 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1580576.250000 Penalty: 4692.743652
	Iteration 7F: 3 clusters Score -1580576 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1581302.500000 Penalty: 4692.743652
	Iteration 8F: 3 clusters Score -1581302 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1581990.375000 Penalty: 4692.743652
	Iteration 9F: 3 clusters Score -1581990 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1582540.250000 Penalty: 4692.743652
	Iteration 10Q: 3 clusters Score -1582540 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1582990.500000 Penalty: 4692.743652
	Iteration 11Q: 3 clusters Score -1582990 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1583280.750000 Penalty: 4692.743652
	Iteration 12Q: 3 clusters Score -1583281 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1583403.250000 Penalty: 4692.743652
	Iteration 13Q: 3 clusters Score -1583403 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1583464.000000 Penalty: 4692.743652
	Iteration 14Q: 3 clusters Score -1583464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1583503.750000 Penalty: 4692.743652
	Iteration 15Q: 3 clusters Score -1583504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1583524.250000 Penalty: 4692.743652
	Iteration 16Q: 3 clusters Score -1583524 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1583535.500000 Penalty: 4692.743652
	Iteration 17Q: 3 clusters Score -1583536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1583545.500000 Penalty: 4692.743652
	Iteration 18Q: 3 clusters Score -1583546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1583548.000000 Penalty: 4692.743652
	Iteration 19Q: 3 clusters Score -1583548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1583553.000000 Penalty: 4692.743652
	Iteration 20F: 3 clusters Score -1583553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1583556.125000 Penalty: 4692.743652
	Iteration 21Q: 3 clusters Score -1583556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1583554.000000 Penalty: 4692.743652
	Iteration 22Q: 3 clusters Score -1583554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1583555.375000 Penalty: 4692.743652
	Iteration 23Q: 3 clusters Score -1583555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1583554.500000 Penalty: 4692.743652
	Iteration 24Q: 3 clusters Score -1583554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1583557.000000 Penalty: 4692.743652
	Iteration 25Q: 3 clusters Score -1583557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1583558.125000 Penalty: 4692.743652
	Iteration 26Q: 3 clusters Score -1583558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1583559.875000 Penalty: 4692.743652
	Iteration 27Q: 3 clusters Score -1583560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1583559.875000 Penalty: 4692.743652
	Iteration 28Q: 3 clusters Score -1583560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1583561.000000 Penalty: 4692.743652
	Iteration 29Q: 3 clusters Score -1583561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1583564.500000 Penalty: 4692.743652
	Iteration 30Q: 3 clusters Score -1583564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1583564.125000 Penalty: 4692.743652
	Iteration 31Q: 3 clusters Score -1583564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1583565.250000 Penalty: 4692.743652
	Iteration 32Q: 3 clusters Score -1583565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1583563.625000 Penalty: 4692.743652
	Iteration 33Q: 3 clusters Score -1583564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1583563.875000 Penalty: 4692.743652
	Iteration 34Q: 3 clusters Score -1583564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1583563.875000 Penalty: 4692.743652
	Iteration 35F: 3 clusters Score -1583564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 32649 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205487 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85146 members 
Mstep: Class 10 contains 8817 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226946 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34179 members 
Mstep: Class 19 contains 41945 members 
Mstep: Class 21 contains 201177 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 12851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284216.000000 Penalty: 61069.699219
Iteration 279Q: 19 clusters Score -1.042842e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 32763 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205465 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85131 members 
Mstep: Class 10 contains 8738 members 
Mstep: Class 11 contains 8101 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 226992 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34177 members 
Mstep: Class 19 contains 42008 members 
Mstep: Class 21 contains 201102 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284144.000000 Penalty: 61069.699219
Iteration 280F: 19 clusters Score -1.042841e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 32866 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205439 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85124 members 
Mstep: Class 10 contains 8664 members 
Mstep: Class 11 contains 8065 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 227061 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34176 members 
Mstep: Class 19 contains 42070 members 
Mstep: Class 21 contains 201010 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284056.000000 Penalty: 61069.699219
Iteration 281Q: 19 clusters Score -1.042841e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 32968 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205406 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 85121 members 
Mstep: Class 10 contains 8587 members 
Mstep: Class 11 contains 8030 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 227117 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34168 members 
Mstep: Class 19 contains 42135 members 
Mstep: Class 21 contains 200941 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284080.000000 Penalty: 61069.699219
Iteration 282Q: 19 clusters Score -1.042841e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 33071 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205371 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 85117 members 
Mstep: Class 10 contains 8522 members 
Mstep: Class 11 contains 7990 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 227156 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34152 members 
Mstep: Class 19 contains 42195 members 
Mstep: Class 21 contains 200897 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 12861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284016.000000 Penalty: 61069.699219
Iteration 283Q: 19 clusters Score -1.04284e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 33170 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205308 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85123 members 
Mstep: Class 10 contains 8452 members 
Mstep: Class 11 contains 7954 members 
Mstep: Class 12 contains 631 members 
Mstep: Class 13 contains 227208 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34136 members 
Mstep: Class 19 contains 42262 members 
Mstep: Class 21 contains 200856 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 12864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284104.000000 Penalty: 61069.699219
Iteration 284Q: 19 clusters Score -1.042841e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 33279 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205248 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85104 members 
Mstep: Class 10 contains 8388 members 
Mstep: Class 11 contains 7915 members 
Mstep: Class 12 contains 631 members 
Mstep: Class 13 contains 227286 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34130 members 
Mstep: Class 19 contains 42325 members 
Mstep: Class 21 contains 200791 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284264.000000 Penalty: 61069.699219
Iteration 285Q: 19 clusters Score -1.042843e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 33397 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205199 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85096 members 
Mstep: Class 10 contains 8318 members 
Mstep: Class 11 contains 7876 members 
Mstep: Class 12 contains 631 members 
Mstep: Class 13 contains 227330 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 42380 members 
Mstep: Class 21 contains 200746 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284488.000000 Penalty: 61069.699219
Iteration 286Q: 19 clusters Score -1.042845e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 33499 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205156 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85085 members 
Mstep: Class 10 contains 8251 members 
Mstep: Class 11 contains 7840 members 
Mstep: Class 12 contains 631 members 
Mstep: Class 13 contains 227389 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34117 members 
Mstep: Class 19 contains 42430 members 
Mstep: Class 21 contains 200697 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 12866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284584.000000 Penalty: 61069.699219
Iteration 287Q: 19 clusters Score -1.042846e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 33631 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205126 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85084 members 
Mstep: Class 10 contains 8199 members 
Mstep: Class 11 contains 7802 members 
Mstep: Class 12 contains 631 members 
Mstep: Class 13 contains 227436 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 34111 members 
Mstep: Class 19 contains 42452 members 
Mstep: Class 21 contains 200624 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 12866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284592.000000 Penalty: 61069.699219
Iteration 288Q: 19 clusters Score -1.042846e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 33777 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205066 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85080 members 
Mstep: Class 10 contains 8153 members 
Mstep: Class 11 contains 7759 members 
Mstep: Class 12 contains 631 members 
Mstep: Class 13 contains 227482 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3889 members 
Mstep: Class 18 contains 34108 members 
Mstep: Class 19 contains 42480 members 
Mstep: Class 21 contains 200557 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 12868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284712.000000 Penalty: 61069.699219
Iteration 289Q: 19 clusters Score -1.042847e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 33901 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 205009 members 
Mstep: Class 7 contains 1501 members 
Mstep: Class 8 contains 85079 members 
Mstep: Class 10 contains 8110 members 
Mstep: Class 11 contains 7703 members 
Mstep: Class 12 contains 631 members 
Mstep: Class 13 contains 227518 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3891 members 
Mstep: Class 18 contains 34096 members 
Mstep: Class 19 contains 42526 members 
Mstep: Class 21 contains 200519 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 12868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284872.000000 Penalty: 61069.699219
Iteration 290Q: 19 clusters Score -1.042849e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 34019 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204964 members 
Mstep: Class 7 contains 1501 members 
Mstep: Class 8 contains 85070 members 
Mstep: Class 10 contains 8055 members 
Mstep: Class 11 contains 7652 members 
Mstep: Class 12 contains 631 members 
Mstep: Class 13 contains 227545 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 34089 members 
Mstep: Class 19 contains 42575 members 
Mstep: Class 21 contains 200491 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 12868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284960.000000 Penalty: 61069.699219
Iteration 291Q: 19 clusters Score -1.04285e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 34130 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204923 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85062 members 
Mstep: Class 10 contains 8003 members 
Mstep: Class 11 contains 7596 members 
Mstep: Class 12 contains 631 members 
Mstep: Class 13 contains 227563 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 34084 members 
Mstep: Class 19 contains 42641 members 
Mstep: Class 21 contains 200454 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285008.000000 Penalty: 61069.699219
Iteration 292Q: 19 clusters Score -1.04285e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 34239 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204867 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85053 members 
Mstep: Class 10 contains 7955 members 
Mstep: Class 11 contains 7548 members 
Mstep: Class 12 contains 631 members 
Mstep: Class 13 contains 227595 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 34088 members 
Mstep: Class 19 contains 42697 members 
Mstep: Class 21 contains 200410 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285016.000000 Penalty: 61069.699219
Iteration 293Q: 19 clusters Score -1.04285e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 34366 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204810 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85051 members 
Mstep: Class 10 contains 7901 members 
Mstep: Class 11 contains 7493 members 
Mstep: Class 12 contains 631 members 
Mstep: Class 13 contains 227623 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 34081 members 
Mstep: Class 19 contains 42755 members 
Mstep: Class 21 contains 200368 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285024.000000 Penalty: 61069.699219
Iteration 294Q: 19 clusters Score -1.04285e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 34479 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204758 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85043 members 
Mstep: Class 10 contains 7842 members 
Mstep: Class 11 contains 7448 members 
Mstep: Class 12 contains 631 members 
Mstep: Class 13 contains 227641 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 34086 members 
Mstep: Class 19 contains 42809 members 
Mstep: Class 21 contains 200340 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 12880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284976.000000 Penalty: 61069.699219
Iteration 295Q: 19 clusters Score -1.04285e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 34603 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204691 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 85034 members 
Mstep: Class 10 contains 7786 members 
Mstep: Class 11 contains 7400 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 227676 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 34091 members 
Mstep: Class 19 contains 42861 members 
Mstep: Class 21 contains 200296 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285104.000000 Penalty: 61069.699219
Iteration 296Q: 19 clusters Score -1.042851e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 34719 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204650 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85031 members 
Mstep: Class 10 contains 7725 members 
Mstep: Class 11 contains 7350 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 227690 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 34094 members 
Mstep: Class 19 contains 42917 members 
Mstep: Class 21 contains 200256 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284960.000000 Penalty: 61069.699219
Iteration 297Q: 19 clusters Score -1.04285e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 34846 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204600 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85030 members 
Mstep: Class 10 contains 7658 members 
Mstep: Class 11 contains 7312 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 227722 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 34091 members 
Mstep: Class 19 contains 42961 members 
Mstep: Class 21 contains 200210 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 12895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285008.000000 Penalty: 61069.699219
Iteration 298Q: 19 clusters Score -1.04285e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 34953 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204557 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85023 members 
Mstep: Class 10 contains 7586 members 
Mstep: Class 11 contains 7262 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 227772 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 34089 members 
Mstep: Class 19 contains 43038 members 
Mstep: Class 21 contains 200146 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 12900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285104.000000 Penalty: 61069.699219
Iteration 299Q: 19 clusters Score -1.042851e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 35063 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204516 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 85022 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7214 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 227794 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 34092 members 
Mstep: Class 19 contains 43106 members 
Mstep: Class 21 contains 200100 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284968.000000 Penalty: 61069.699219
Iteration 300F: 19 clusters Score -1.04285e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 35171 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204464 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 85023 members 
Mstep: Class 10 contains 7440 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 227826 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 34091 members 
Mstep: Class 19 contains 43188 members 
Mstep: Class 21 contains 200059 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 12909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284904.000000 Penalty: 61069.699219
Iteration 301Q: 19 clusters Score -1.042849e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 35273 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204416 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 85017 members 
Mstep: Class 10 contains 7373 members 
Mstep: Class 11 contains 7091 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 227862 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 34087 members 
Mstep: Class 19 contains 43271 members 
Mstep: Class 21 contains 200023 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 12911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284928.000000 Penalty: 61069.699219
Iteration 302Q: 19 clusters Score -1.042849e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 35370 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204373 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 85026 members 
Mstep: Class 10 contains 7299 members 
Mstep: Class 11 contains 7031 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 227898 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 34076 members 
Mstep: Class 19 contains 43363 members 
Mstep: Class 21 contains 199975 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 12913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104284992.000000 Penalty: 61069.699219
Iteration 303Q: 19 clusters Score -1.04285e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 35446 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204339 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 85026 members 
Mstep: Class 10 contains 7216 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 227949 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 34074 members 
Mstep: Class 19 contains 43466 members 
Mstep: Class 21 contains 199929 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 12918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285136.000000 Penalty: 61069.699219
Iteration 304Q: 19 clusters Score -1.042851e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 35531 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204302 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 85021 members 
Mstep: Class 10 contains 7121 members 
Mstep: Class 11 contains 6882 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 227977 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 34073 members 
Mstep: Class 19 contains 43590 members 
Mstep: Class 21 contains 199906 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285024.000000 Penalty: 61069.699219
Iteration 305Q: 19 clusters Score -1.04285e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 35619 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204261 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 85025 members 
Mstep: Class 10 contains 7022 members 
Mstep: Class 11 contains 6797 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 228017 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 34070 members 
Mstep: Class 19 contains 43733 members 
Mstep: Class 21 contains 199856 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 12926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285000.000000 Penalty: 61069.699219
Iteration 306Q: 19 clusters Score -1.04285e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 35702 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204224 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 85026 members 
Mstep: Class 10 contains 6907 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 228057 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 34060 members 
Mstep: Class 19 contains 43892 members 
Mstep: Class 21 contains 199817 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285032.000000 Penalty: 61069.699219
Iteration 307Q: 19 clusters Score -1.04285e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 35788 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204183 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85034 members 
Mstep: Class 10 contains 6793 members 
Mstep: Class 11 contains 6621 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 228093 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 34053 members 
Mstep: Class 19 contains 44050 members 
Mstep: Class 21 contains 199775 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285304.000000 Penalty: 61069.699219
Iteration 308Q: 19 clusters Score -1.042853e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 35875 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204151 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85035 members 
Mstep: Class 10 contains 6649 members 
Mstep: Class 11 contains 6527 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 228116 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34049 members 
Mstep: Class 19 contains 44250 members 
Mstep: Class 21 contains 199734 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 12937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285328.000000 Penalty: 61069.699219
Iteration 309Q: 19 clusters Score -1.042853e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 35965 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204120 members 
Mstep: Class 7 contains 1507 members 
Mstep: Class 8 contains 85031 members 
Mstep: Class 10 contains 6508 members 
Mstep: Class 11 contains 6437 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 228123 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34050 members 
Mstep: Class 19 contains 44446 members 
Mstep: Class 21 contains 199702 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 12940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285384.000000 Penalty: 61069.699219
Iteration 310Q: 19 clusters Score -1.042854e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 36061 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204087 members 
Mstep: Class 7 contains 1507 members 
Mstep: Class 8 contains 85022 members 
Mstep: Class 10 contains 6380 members 
Mstep: Class 11 contains 6330 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 228108 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34050 members 
Mstep: Class 19 contains 44646 members 
Mstep: Class 21 contains 199692 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 12947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285560.000000 Penalty: 61069.699219
Iteration 311Q: 19 clusters Score -1.042856e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 36153 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204064 members 
Mstep: Class 7 contains 1507 members 
Mstep: Class 8 contains 85015 members 
Mstep: Class 10 contains 6248 members 
Mstep: Class 11 contains 6224 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 228092 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3894 members 
Mstep: Class 18 contains 34049 members 
Mstep: Class 19 contains 44858 members 
Mstep: Class 21 contains 199666 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 12952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285736.000000 Penalty: 61069.699219
Iteration 312Q: 19 clusters Score -1.042857e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 36250 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204056 members 
Mstep: Class 7 contains 1507 members 
Mstep: Class 8 contains 85013 members 
Mstep: Class 10 contains 6119 members 
Mstep: Class 11 contains 6116 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 228063 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3894 members 
Mstep: Class 18 contains 34052 members 
Mstep: Class 19 contains 45065 members 
Mstep: Class 21 contains 199632 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285896.000000 Penalty: 61069.699219
Iteration 313Q: 19 clusters Score -1.042859e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 36346 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204034 members 
Mstep: Class 7 contains 1507 members 
Mstep: Class 8 contains 85007 members 
Mstep: Class 10 contains 5997 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 228046 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3894 members 
Mstep: Class 18 contains 34050 members 
Mstep: Class 19 contains 45286 members 
Mstep: Class 21 contains 199596 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 12960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285936.000000 Penalty: 61069.699219
Iteration 314Q: 19 clusters Score -1.042859e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 36446 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 204018 members 
Mstep: Class 7 contains 1507 members 
Mstep: Class 8 contains 85006 members 
Mstep: Class 10 contains 5884 members 
Mstep: Class 11 contains 5892 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 228027 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3894 members 
Mstep: Class 18 contains 34050 members 
Mstep: Class 19 contains 45460 members 
Mstep: Class 21 contains 199575 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 12961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285816.000000 Penalty: 61069.699219
Iteration 315Q: 19 clusters Score -1.042858e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 36536 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203998 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85008 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 5808 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 228031 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3894 members 
Mstep: Class 18 contains 34047 members 
Mstep: Class 19 contains 45593 members 
Mstep: Class 21 contains 199559 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 12965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285968.000000 Penalty: 61069.699219
Iteration 316Q: 19 clusters Score -1.04286e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 36624 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203979 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85003 members 
Mstep: Class 10 contains 5681 members 
Mstep: Class 11 contains 5734 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 228021 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34043 members 
Mstep: Class 19 contains 45719 members 
Mstep: Class 21 contains 199550 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285992.000000 Penalty: 61069.699219
Iteration 317Q: 19 clusters Score -1.04286e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 36704 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203946 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85002 members 
Mstep: Class 10 contains 5601 members 
Mstep: Class 11 contains 5655 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 228012 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34040 members 
Mstep: Class 19 contains 45837 members 
Mstep: Class 21 contains 199548 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 12976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285992.000000 Penalty: 61069.699219
Iteration 318Q: 19 clusters Score -1.04286e+08 nChanged 503
Entering ConstructFrom: 
Score: -104285992.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -222678.859375 Penalty: 1896.295776
	Iteration 0F: 2 clusters Score -222678.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -220125.953125 Penalty: 3792.591553
	Iteration 0F: 3 clusters Score -220126 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -220973.609375 Penalty: 3792.591553
	Iteration 1F: 3 clusters Score -220973.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -221656.984375 Penalty: 3792.591553
	Iteration 2F: 3 clusters Score -221657 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -222260.859375 Penalty: 3792.591553
	Iteration 3F: 3 clusters Score -222260.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -222568.609375 Penalty: 3792.591553
	Iteration 4F: 3 clusters Score -222568.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -222658.453125 Penalty: 3792.591553
	Iteration 5Q: 3 clusters Score -222658.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -222688.359375 Penalty: 3792.591553
	Iteration 6Q: 3 clusters Score -222688.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -222700.109375 Penalty: 3792.591553
	Iteration 7Q: 3 clusters Score -222700.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -222702.609375 Penalty: 3792.591553
	Iteration 8Q: 3 clusters Score -222702.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -222703.453125 Penalty: 3792.591553
	Iteration 9Q: 3 clusters Score -222703.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -222705.343750 Penalty: 3792.591553
	Iteration 10Q: 3 clusters Score -222705.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -222706.468750 Penalty: 3792.591553
	Iteration 11Q: 3 clusters Score -222706.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -222708.593750 Penalty: 3792.591553
	Iteration 12Q: 3 clusters Score -222708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -222709.140625 Penalty: 3792.591553
	Iteration 13Q: 3 clusters Score -222709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -222709.984375 Penalty: 3792.591553
	Iteration 14Q: 3 clusters Score -222710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -222710.953125 Penalty: 3792.591553
	Iteration 15Q: 3 clusters Score -222711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -222712.796875 Penalty: 3792.591553
	Iteration 16Q: 3 clusters Score -222712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -222712.796875 Penalty: 3792.591553
	Iteration 17F: 3 clusters Score -222712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 36788 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203922 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 84995 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 11 contains 5579 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 227993 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34034 members 
Mstep: Class 19 contains 45949 members 
Mstep: Class 21 contains 199547 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12981 members 
Entering Unmasked Estep 
Score: -104284392.000000 Penalty: 64462.460938
Splitting cluster 1 changes total score from -104285992.000000 to -104284392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Entering Unmasked Estep 
Score: -208528.171875 Penalty: 1883.905273
	Iteration 0F: 2 clusters Score -208528.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -205949.437500 Penalty: 3767.810547
	Iteration 0F: 3 clusters Score -205949.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -206462.453125 Penalty: 3767.810547
	Iteration 1F: 3 clusters Score -206462.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -206585.609375 Penalty: 3767.810547
	Iteration 2F: 3 clusters Score -206585.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -206640.765625 Penalty: 3767.810547
	Iteration 3Q: 3 clusters Score -206640.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -206673.015625 Penalty: 3767.810547
	Iteration 4Q: 3 clusters Score -206673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -206687.312500 Penalty: 3767.810547
	Iteration 5Q: 3 clusters Score -206687.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -206697.375000 Penalty: 3767.810547
	Iteration 6Q: 3 clusters Score -206697.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -206711.062500 Penalty: 3767.810547
	Iteration 7Q: 3 clusters Score -206711.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -206733.062500 Penalty: 3767.810547
	Iteration 8Q: 3 clusters Score -206733.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -206766.015625 Penalty: 3767.810547
	Iteration 9Q: 3 clusters Score -206766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -206813.390625 Penalty: 3767.810547
	Iteration 10Q: 3 clusters Score -206813.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -206868.812500 Penalty: 3767.810547
	Iteration 11Q: 3 clusters Score -206868.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -206978.453125 Penalty: 3767.810547
	Iteration 12Q: 3 clusters Score -206978.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -207173.265625 Penalty: 3767.810547
	Iteration 13Q: 3 clusters Score -207173.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -207442.375000 Penalty: 3767.810547
	Iteration 14F: 3 clusters Score -207442.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -207744.046875 Penalty: 3767.810547
	Iteration 15F: 3 clusters Score -207744 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -208064.312500 Penalty: 3767.810547
	Iteration 16F: 3 clusters Score -208064.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -208229.031250 Penalty: 3767.810547
	Iteration 17F: 3 clusters Score -208229 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -208286.906250 Penalty: 3767.810547
	Iteration 18Q: 3 clusters Score -208286.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -208304.828125 Penalty: 3767.810547
	Iteration 19Q: 3 clusters Score -208304.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -208321.437500 Penalty: 3767.810547
	Iteration 20F: 3 clusters Score -208321.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -208329.937500 Penalty: 3767.810547
	Iteration 21Q: 3 clusters Score -208329.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -208336.390625 Penalty: 3767.810547
	Iteration 22Q: 3 clusters Score -208336.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -208344.375000 Penalty: 3767.810547
	Iteration 23Q: 3 clusters Score -208344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -208347.046875 Penalty: 3767.810547
	Iteration 24Q: 3 clusters Score -208347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -208354.765625 Penalty: 3767.810547
	Iteration 25Q: 3 clusters Score -208354.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -208359.359375 Penalty: 3767.810547
	Iteration 26Q: 3 clusters Score -208359.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -208363.968750 Penalty: 3767.810547
	Iteration 27Q: 3 clusters Score -208364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -208366.109375 Penalty: 3767.810547
	Iteration 28Q: 3 clusters Score -208366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -208366.484375 Penalty: 3767.810547
	Iteration 29Q: 3 clusters Score -208366.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -208366.484375 Penalty: 3767.810547
	Iteration 30F: 3 clusters Score -208366.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Entering Unmasked Estep 
Score: -4465612.000000 Penalty: 2607.205811
	Iteration 0F: 2 clusters Score -4465612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -4440498.500000 Penalty: 5214.411621
	Iteration 0F: 3 clusters Score -4440498 nChanged 16828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -4449491.000000 Penalty: 5214.411621
	Iteration 1F: 3 clusters Score -4449491 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -4449865.000000 Penalty: 5214.411621
	Iteration 2Q: 3 clusters Score -4449865 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -4450188.500000 Penalty: 5214.411621
	Iteration 3Q: 3 clusters Score -4450188 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -4450468.000000 Penalty: 5214.411621
	Iteration 4Q: 3 clusters Score -4450468 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -4450740.000000 Penalty: 5214.411621
	Iteration 5Q: 3 clusters Score -4450740 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -4451026.000000 Penalty: 5214.411621
	Iteration 6Q: 3 clusters Score -4451026 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -4451386.000000 Penalty: 5214.411621
	Iteration 7Q: 3 clusters Score -4451386 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -4451910.500000 Penalty: 5214.411621
	Iteration 8Q: 3 clusters Score -4451910 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -4452693.000000 Penalty: 5214.411621
	Iteration 9Q: 3 clusters Score -4452693 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -4453966.000000 Penalty: 5214.411621
	Iteration 10F: 3 clusters Score -4453966 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -4455892.000000 Penalty: 5214.411621
	Iteration 11F: 3 clusters Score -4455892 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -4458302.000000 Penalty: 5214.411621
	Iteration 12F: 3 clusters Score -4458302 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -4460568.000000 Penalty: 5214.411621
	Iteration 13F: 3 clusters Score -4460568 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -4462058.000000 Penalty: 5214.411621
	Iteration 14Q: 3 clusters Score -4462058 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -4462734.500000 Penalty: 5214.411621
	Iteration 15Q: 3 clusters Score -4462734 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -4462990.500000 Penalty: 5214.411621
	Iteration 16Q: 3 clusters Score -4462990 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -4463114.000000 Penalty: 5214.411621
	Iteration 17Q: 3 clusters Score -4463114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -4463168.000000 Penalty: 5214.411621
	Iteration 18Q: 3 clusters Score -4463168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -4463209.000000 Penalty: 5214.411621
	Iteration 19Q: 3 clusters Score -4463209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -4463231.500000 Penalty: 5214.411621
	Iteration 20F: 3 clusters Score -4463232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -4463233.500000 Penalty: 5214.411621
	Iteration 21Q: 3 clusters Score -4463234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -4463236.000000 Penalty: 5214.411621
	Iteration 22Q: 3 clusters Score -4463236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -4463244.000000 Penalty: 5214.411621
	Iteration 23Q: 3 clusters Score -4463244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -4463251.000000 Penalty: 5214.411621
	Iteration 24Q: 3 clusters Score -4463251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -4463263.000000 Penalty: 5214.411621
	Iteration 25Q: 3 clusters Score -4463263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -4463265.000000 Penalty: 5214.411621
	Iteration 26Q: 3 clusters Score -4463265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -4463265.000000 Penalty: 5214.411621
	Iteration 27F: 3 clusters Score -4463265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -124796.679688 Penalty: 1764.462769
	Iteration 0F: 2 clusters Score -124796.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -122703.601562 Penalty: 3528.925537
	Iteration 0F: 3 clusters Score -122703.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -123151.757812 Penalty: 3528.925537
	Iteration 1F: 3 clusters Score -123151.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -123314.507812 Penalty: 3528.925537
	Iteration 2F: 3 clusters Score -123314.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -123397.773438 Penalty: 3528.925537
	Iteration 3Q: 3 clusters Score -123397.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -123470.210938 Penalty: 3528.925537
	Iteration 4Q: 3 clusters Score -123470.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -123504.203125 Penalty: 3528.925537
	Iteration 5Q: 3 clusters Score -123504.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -123528.898438 Penalty: 3528.925537
	Iteration 6Q: 3 clusters Score -123528.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -123541.609375 Penalty: 3528.925537
	Iteration 7Q: 3 clusters Score -123541.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -123556.843750 Penalty: 3528.925537
	Iteration 8Q: 3 clusters Score -123556.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -123566.625000 Penalty: 3528.925537
	Iteration 9Q: 3 clusters Score -123566.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -123578.109375 Penalty: 3528.925537
	Iteration 10Q: 3 clusters Score -123578.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -123586.539062 Penalty: 3528.925537
	Iteration 11Q: 3 clusters Score -123586.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -123596.101562 Penalty: 3528.925537
	Iteration 12Q: 3 clusters Score -123596.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -123600.773438 Penalty: 3528.925537
	Iteration 13Q: 3 clusters Score -123600.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -123605.101562 Penalty: 3528.925537
	Iteration 14Q: 3 clusters Score -123605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -123606.976562 Penalty: 3528.925537
	Iteration 15Q: 3 clusters Score -123607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -123607.429688 Penalty: 3528.925537
	Iteration 16Q: 3 clusters Score -123607.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -123607.429688 Penalty: 3528.925537
	Iteration 17F: 3 clusters Score -123607.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (203922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203922 members 
Entering Unmasked Estep 
Score: -24848212.000000 Penalty: 3031.922119
	Iteration 0F: 2 clusters Score -2.484821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101679 members 
Mstep: Class 2 contains 102243 members 
Entering Unmasked Estep 
Score: -24717276.000000 Penalty: 6063.844238
	Iteration 0F: 3 clusters Score -2.471728e+07 nChanged 97807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96972 members 
Mstep: Class 2 contains 106950 members 
Entering Unmasked Estep 
Score: -24774878.000000 Penalty: 6063.844238
	Iteration 1F: 3 clusters Score -2.477488e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94201 members 
Mstep: Class 2 contains 109721 members 
Entering Unmasked Estep 
Score: -24776450.000000 Penalty: 6063.844238
	Iteration 2Q: 3 clusters Score -2.477645e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90098 members 
Mstep: Class 2 contains 113824 members 
Entering Unmasked Estep 
Score: -24778648.000000 Penalty: 6063.844238
	Iteration 3Q: 3 clusters Score -2.477865e+07 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84124 members 
Mstep: Class 2 contains 119798 members 
Entering Unmasked Estep 
Score: -24782092.000000 Penalty: 6063.844238
	Iteration 4Q: 3 clusters Score -2.478209e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75654 members 
Mstep: Class 2 contains 128268 members 
Entering Unmasked Estep 
Score: -24787656.000000 Penalty: 6063.844238
	Iteration 5Q: 3 clusters Score -2.478766e+07 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 139440 members 
Entering Unmasked Estep 
Score: -24796130.000000 Penalty: 6063.844238
	Iteration 6F: 3 clusters Score -2.479613e+07 nChanged 13949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 152635 members 
Entering Unmasked Estep 
Score: -24807236.000000 Penalty: 6063.844238
	Iteration 7F: 3 clusters Score -2.480724e+07 nChanged 13987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 166030 members 
Entering Unmasked Estep 
Score: -24818916.000000 Penalty: 6063.844238
	Iteration 8F: 3 clusters Score -2.481892e+07 nChanged 11757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 177149 members 
Entering Unmasked Estep 
Score: -24828712.000000 Penalty: 6063.844238
	Iteration 9F: 3 clusters Score -2.482871e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 184670 members 
Entering Unmasked Estep 
Score: -24835466.000000 Penalty: 6063.844238
	Iteration 10Q: 3 clusters Score -2.483547e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 189476 members 
Entering Unmasked Estep 
Score: -24839412.000000 Penalty: 6063.844238
	Iteration 11Q: 3 clusters Score -2.483941e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 192580 members 
Entering Unmasked Estep 
Score: -24841470.000000 Penalty: 6063.844238
	Iteration 12Q: 3 clusters Score -2.484147e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 194744 members 
Entering Unmasked Estep 
Score: -24842712.000000 Penalty: 6063.844238
	Iteration 13Q: 3 clusters Score -2.484271e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 196440 members 
Entering Unmasked Estep 
Score: -24843548.000000 Penalty: 6063.844238
	Iteration 14Q: 3 clusters Score -2.484355e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 197690 members 
Entering Unmasked Estep 
Score: -24844178.000000 Penalty: 6063.844238
	Iteration 15Q: 3 clusters Score -2.484418e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 198702 members 
Entering Unmasked Estep 
Score: -24844570.000000 Penalty: 6063.844238
	Iteration 16Q: 3 clusters Score -2.484457e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 199454 members 
Entering Unmasked Estep 
Score: -24844832.000000 Penalty: 6063.844238
	Iteration 17Q: 3 clusters Score -2.484483e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 200035 members 
Entering Unmasked Estep 
Score: -24844990.000000 Penalty: 6063.844238
	Iteration 18Q: 3 clusters Score -2.484499e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 200515 members 
Entering Unmasked Estep 
Score: -24845130.000000 Penalty: 6063.844238
	Iteration 19Q: 3 clusters Score -2.484513e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 200887 members 
Entering Unmasked Estep 
Score: -24845220.000000 Penalty: 6063.844238
	Iteration 20F: 3 clusters Score -2.484522e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 201163 members 
Entering Unmasked Estep 
Score: -24845302.000000 Penalty: 6063.844238
	Iteration 21Q: 3 clusters Score -2.48453e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 201375 members 
Entering Unmasked Estep 
Score: -24845322.000000 Penalty: 6063.844238
	Iteration 22Q: 3 clusters Score -2.484532e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 201557 members 
Entering Unmasked Estep 
Score: -24845398.000000 Penalty: 6063.844238
	Iteration 23Q: 3 clusters Score -2.48454e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 201692 members 
Entering Unmasked Estep 
Score: -24845442.000000 Penalty: 6063.844238
	Iteration 24Q: 3 clusters Score -2.484544e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 201805 members 
Entering Unmasked Estep 
Score: -24845454.000000 Penalty: 6063.844238
	Iteration 25Q: 3 clusters Score -2.484545e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 201904 members 
Entering Unmasked Estep 
Score: -24845536.000000 Penalty: 6063.844238
	Iteration 26Q: 3 clusters Score -2.484554e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 201967 members 
Entering Unmasked Estep 
Score: -24845550.000000 Penalty: 6063.844238
	Iteration 27Q: 3 clusters Score -2.484555e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 202027 members 
Entering Unmasked Estep 
Score: -24845602.000000 Penalty: 6063.844238
	Iteration 28Q: 3 clusters Score -2.48456e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 202082 members 
Entering Unmasked Estep 
Score: -24845620.000000 Penalty: 6063.844238
	Iteration 29Q: 3 clusters Score -2.484562e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 202131 members 
Entering Unmasked Estep 
Score: -24845644.000000 Penalty: 6063.844238
	Iteration 30Q: 3 clusters Score -2.484564e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 202175 members 
Entering Unmasked Estep 
Score: -24845678.000000 Penalty: 6063.844238
	Iteration 31Q: 3 clusters Score -2.484568e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 202219 members 
Entering Unmasked Estep 
Score: -24845684.000000 Penalty: 6063.844238
	Iteration 32Q: 3 clusters Score -2.484568e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 202257 members 
Entering Unmasked Estep 
Score: -24845748.000000 Penalty: 6063.844238
	Iteration 33Q: 3 clusters Score -2.484575e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 202283 members 
Entering Unmasked Estep 
Score: -24845712.000000 Penalty: 6063.844238
	Iteration 34Q: 3 clusters Score -2.484571e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 202304 members 
Entering Unmasked Estep 
Score: -24845728.000000 Penalty: 6063.844238
	Iteration 35Q: 3 clusters Score -2.484573e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 202329 members 
Entering Unmasked Estep 
Score: -24845744.000000 Penalty: 6063.844238
	Iteration 36Q: 3 clusters Score -2.484574e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 202347 members 
Entering Unmasked Estep 
Score: -24845760.000000 Penalty: 6063.844238
	Iteration 37Q: 3 clusters Score -2.484576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 202364 members 
Entering Unmasked Estep 
Score: -24845746.000000 Penalty: 6063.844238
	Iteration 38Q: 3 clusters Score -2.484575e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 202378 members 
Entering Unmasked Estep 
Score: -24845758.000000 Penalty: 6063.844238
	Iteration 39Q: 3 clusters Score -2.484576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 202390 members 
Entering Unmasked Estep 
Score: -24845764.000000 Penalty: 6063.844238
	Iteration 40F: 3 clusters Score -2.484576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 202397 members 
Entering Unmasked Estep 
Score: -24845766.000000 Penalty: 6063.844238
	Iteration 41Q: 3 clusters Score -2.484577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 202398 members 
Entering Unmasked Estep 
Score: -24845766.000000 Penalty: 6063.844238
	Iteration 42Q: 3 clusters Score -2.484577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 202402 members 
Entering Unmasked Estep 
Score: -24845768.000000 Penalty: 6063.844238
	Iteration 43Q: 3 clusters Score -2.484577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 202402 members 
Entering Unmasked Estep 
Score: -24845752.000000 Penalty: 6063.844238
	Iteration 44Q: 3 clusters Score -2.484575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 202404 members 
Entering Unmasked Estep 
Score: -24845754.000000 Penalty: 6063.844238
	Iteration 45Q: 3 clusters Score -2.484575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 202403 members 
Entering Unmasked Estep 
Score: -24845754.000000 Penalty: 6063.844238
	Iteration 46Q: 3 clusters Score -2.484575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 202403 members 
Entering Unmasked Estep 
Score: -24845754.000000 Penalty: 6063.844238
	Iteration 47F: 3 clusters Score -2.484575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -172032.437500 Penalty: 1814.668701
	Iteration 0F: 2 clusters Score -172032.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -169737.156250 Penalty: 3629.337402
	Iteration 0F: 3 clusters Score -169737.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -170192.093750 Penalty: 3629.337402
	Iteration 1F: 3 clusters Score -170192.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -170315.406250 Penalty: 3629.337402
	Iteration 2F: 3 clusters Score -170315.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -170414.656250 Penalty: 3629.337402
	Iteration 3Q: 3 clusters Score -170414.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -170469.765625 Penalty: 3629.337402
	Iteration 4Q: 3 clusters Score -170469.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -170497.906250 Penalty: 3629.337402
	Iteration 5Q: 3 clusters Score -170497.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -170513.765625 Penalty: 3629.337402
	Iteration 6Q: 3 clusters Score -170513.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -170532.109375 Penalty: 3629.337402
	Iteration 7Q: 3 clusters Score -170532.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -170560.296875 Penalty: 3629.337402
	Iteration 8Q: 3 clusters Score -170560.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -170587.359375 Penalty: 3629.337402
	Iteration 9Q: 3 clusters Score -170587.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -170609.062500 Penalty: 3629.337402
	Iteration 10Q: 3 clusters Score -170609.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -170619.421875 Penalty: 3629.337402
	Iteration 11Q: 3 clusters Score -170619.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -170626.140625 Penalty: 3629.337402
	Iteration 12Q: 3 clusters Score -170626.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -170630.640625 Penalty: 3629.337402
	Iteration 13Q: 3 clusters Score -170630.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -170638.796875 Penalty: 3629.337402
	Iteration 14Q: 3 clusters Score -170638.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -170650.015625 Penalty: 3629.337402
	Iteration 15Q: 3 clusters Score -170650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -170657.796875 Penalty: 3629.337402
	Iteration 16Q: 3 clusters Score -170657.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -170669.250000 Penalty: 3629.337402
	Iteration 17Q: 3 clusters Score -170669.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -170686.625000 Penalty: 3629.337402
	Iteration 18Q: 3 clusters Score -170686.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -170698.875000 Penalty: 3629.337402
	Iteration 19Q: 3 clusters Score -170698.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -170711.781250 Penalty: 3629.337402
	Iteration 20F: 3 clusters Score -170711.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -170723.406250 Penalty: 3629.337402
	Iteration 21Q: 3 clusters Score -170723.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -170736.906250 Penalty: 3629.337402
	Iteration 22Q: 3 clusters Score -170736.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -170742.968750 Penalty: 3629.337402
	Iteration 23Q: 3 clusters Score -170743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -170749.375000 Penalty: 3629.337402
	Iteration 24Q: 3 clusters Score -170749.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -170753.796875 Penalty: 3629.337402
	Iteration 25Q: 3 clusters Score -170753.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -170755.515625 Penalty: 3629.337402
	Iteration 26Q: 3 clusters Score -170755.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -170755.515625 Penalty: 3629.337402
	Iteration 27F: 3 clusters Score -170755.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84995 members 
Entering Unmasked Estep 
Score: -10413433.000000 Penalty: 2814.886230
	Iteration 0F: 2 clusters Score -1.041343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -10356720.000000 Penalty: 5629.772461
	Iteration 0F: 3 clusters Score -1.035672e+07 nChanged 39949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -10379319.000000 Penalty: 5629.772461
	Iteration 1F: 3 clusters Score -1.037932e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -10380072.000000 Penalty: 5629.772461
	Iteration 2Q: 3 clusters Score -1.038007e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -10381184.000000 Penalty: 5629.772461
	Iteration 3Q: 3 clusters Score -1.038118e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -10382949.000000 Penalty: 5629.772461
	Iteration 4Q: 3 clusters Score -1.038295e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -10385854.000000 Penalty: 5629.772461
	Iteration 5F: 3 clusters Score -1.038585e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -10389991.000000 Penalty: 5629.772461
	Iteration 6F: 3 clusters Score -1.038999e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68456 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -10395623.000000 Penalty: 5629.772461
	Iteration 7F: 3 clusters Score -1.039562e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74989 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -10401725.000000 Penalty: 5629.772461
	Iteration 8F: 3 clusters Score -1.040172e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80123 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -10406589.000000 Penalty: 5629.772461
	Iteration 9F: 3 clusters Score -1.040659e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -10409081.000000 Penalty: 5629.772461
	Iteration 10Q: 3 clusters Score -1.040908e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -10410120.000000 Penalty: 5629.772461
	Iteration 11Q: 3 clusters Score -1.041012e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84493 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10410527.000000 Penalty: 5629.772461
	Iteration 12Q: 3 clusters Score -1.041053e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10410712.000000 Penalty: 5629.772461
	Iteration 13Q: 3 clusters Score -1.041071e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84697 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10410822.000000 Penalty: 5629.772461
	Iteration 14Q: 3 clusters Score -1.041082e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84721 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -10410852.000000 Penalty: 5629.772461
	Iteration 15Q: 3 clusters Score -1.041085e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84728 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10410874.000000 Penalty: 5629.772461
	Iteration 16Q: 3 clusters Score -1.041087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84735 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10410873.000000 Penalty: 5629.772461
	Iteration 17Q: 3 clusters Score -1.041087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84737 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10410898.000000 Penalty: 5629.772461
	Iteration 18Q: 3 clusters Score -1.04109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84739 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10410903.000000 Penalty: 5629.772461
	Iteration 19Q: 3 clusters Score -1.04109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84741 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10410905.000000 Penalty: 5629.772461
	Iteration 20F: 3 clusters Score -1.04109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84743 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -10410911.000000 Penalty: 5629.772461
	Iteration 21Q: 3 clusters Score -1.041091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84744 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -10410915.000000 Penalty: 5629.772461
	Iteration 22Q: 3 clusters Score -1.041092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84744 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -10410915.000000 Penalty: 5629.772461
	Iteration 23F: 3 clusters Score -1.041092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Entering Unmasked Estep 
Score: -668858.875000 Penalty: 2137.429199
	Iteration 0F: 2 clusters Score -668858.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -663953.062500 Penalty: 4274.858398
	Iteration 0F: 3 clusters Score -663953.1 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -665133.437500 Penalty: 4274.858398
	Iteration 1F: 3 clusters Score -665133.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -665335.812500 Penalty: 4274.858398
	Iteration 2F: 3 clusters Score -665335.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -665472.062500 Penalty: 4274.858398
	Iteration 3Q: 3 clusters Score -665472.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -665580.687500 Penalty: 4274.858398
	Iteration 4Q: 3 clusters Score -665580.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -665682.312500 Penalty: 4274.858398
	Iteration 5Q: 3 clusters Score -665682.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -665765.187500 Penalty: 4274.858398
	Iteration 6Q: 3 clusters Score -665765.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -665848.312500 Penalty: 4274.858398
	Iteration 7Q: 3 clusters Score -665848.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -665939.250000 Penalty: 4274.858398
	Iteration 8Q: 3 clusters Score -665939.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -666004.937500 Penalty: 4274.858398
	Iteration 9Q: 3 clusters Score -666004.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -666079.125000 Penalty: 4274.858398
	Iteration 10Q: 3 clusters Score -666079.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -666151.250000 Penalty: 4274.858398
	Iteration 11Q: 3 clusters Score -666151.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -666214.562500 Penalty: 4274.858398
	Iteration 12Q: 3 clusters Score -666214.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -666275.125000 Penalty: 4274.858398
	Iteration 13Q: 3 clusters Score -666275.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -666333.812500 Penalty: 4274.858398
	Iteration 14Q: 3 clusters Score -666333.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -666402.750000 Penalty: 4274.858398
	Iteration 15Q: 3 clusters Score -666402.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -666467.250000 Penalty: 4274.858398
	Iteration 16Q: 3 clusters Score -666467.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -666541.000000 Penalty: 4274.858398
	Iteration 17Q: 3 clusters Score -666541 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -666602.125000 Penalty: 4274.858398
	Iteration 18Q: 3 clusters Score -666602.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -666661.562500 Penalty: 4274.858398
	Iteration 19Q: 3 clusters Score -666661.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -666716.250000 Penalty: 4274.858398
	Iteration 20F: 3 clusters Score -666716.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -666753.125000 Penalty: 4274.858398
	Iteration 21Q: 3 clusters Score -666753.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -666789.750000 Penalty: 4274.858398
	Iteration 22Q: 3 clusters Score -666789.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -666823.062500 Penalty: 4274.858398
	Iteration 23Q: 3 clusters Score -666823.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -666852.437500 Penalty: 4274.858398
	Iteration 24Q: 3 clusters Score -666852.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -666887.500000 Penalty: 4274.858398
	Iteration 25Q: 3 clusters Score -666887.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -666916.812500 Penalty: 4274.858398
	Iteration 26Q: 3 clusters Score -666916.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -666936.437500 Penalty: 4274.858398
	Iteration 27Q: 3 clusters Score -666936.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -666947.250000 Penalty: 4274.858398
	Iteration 28Q: 3 clusters Score -666947.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -666952.000000 Penalty: 4274.858398
	Iteration 29Q: 3 clusters Score -666952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -666962.937500 Penalty: 4274.858398
	Iteration 30Q: 3 clusters Score -666962.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -666976.937500 Penalty: 4274.858398
	Iteration 31Q: 3 clusters Score -666976.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -666990.687500 Penalty: 4274.858398
	Iteration 32Q: 3 clusters Score -666990.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -667004.562500 Penalty: 4274.858398
	Iteration 33Q: 3 clusters Score -667004.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -667011.375000 Penalty: 4274.858398
	Iteration 34Q: 3 clusters Score -667011.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -667022.812500 Penalty: 4274.858398
	Iteration 35Q: 3 clusters Score -667022.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -667029.687500 Penalty: 4274.858398
	Iteration 36Q: 3 clusters Score -667029.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -667034.312500 Penalty: 4274.858398
	Iteration 37Q: 3 clusters Score -667034.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -667039.750000 Penalty: 4274.858398
	Iteration 38Q: 3 clusters Score -667039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -667045.062500 Penalty: 4274.858398
	Iteration 39Q: 3 clusters Score -667045.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -667045.437500 Penalty: 4274.858398
	Iteration 40F: 3 clusters Score -667045.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Entering Unmasked Estep 
Score: -647667.437500 Penalty: 2139.437744
	Iteration 0F: 2 clusters Score -647667.4 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 2791 members 
Entering Unmasked Estep 
Score: -642778.062500 Penalty: 4278.875488
	Iteration 0F: 3 clusters Score -642778.1 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -643930.187500 Penalty: 4278.875488
	Iteration 1F: 3 clusters Score -643930.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -644175.562500 Penalty: 4278.875488
	Iteration 2F: 3 clusters Score -644175.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -644366.750000 Penalty: 4278.875488
	Iteration 3Q: 3 clusters Score -644366.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -644575.187500 Penalty: 4278.875488
	Iteration 4Q: 3 clusters Score -644575.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -644788.062500 Penalty: 4278.875488
	Iteration 5Q: 3 clusters Score -644788.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -645004.687500 Penalty: 4278.875488
	Iteration 6Q: 3 clusters Score -645004.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -645193.125000 Penalty: 4278.875488
	Iteration 7Q: 3 clusters Score -645193.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -645364.687500 Penalty: 4278.875488
	Iteration 8Q: 3 clusters Score -645364.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -645516.562500 Penalty: 4278.875488
	Iteration 9Q: 3 clusters Score -645516.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -645640.500000 Penalty: 4278.875488
	Iteration 10Q: 3 clusters Score -645640.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -645762.187500 Penalty: 4278.875488
	Iteration 11Q: 3 clusters Score -645762.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -645882.250000 Penalty: 4278.875488
	Iteration 12Q: 3 clusters Score -645882.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -645981.937500 Penalty: 4278.875488
	Iteration 13Q: 3 clusters Score -645981.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -646049.062500 Penalty: 4278.875488
	Iteration 14Q: 3 clusters Score -646049.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -646097.500000 Penalty: 4278.875488
	Iteration 15Q: 3 clusters Score -646097.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -646137.250000 Penalty: 4278.875488
	Iteration 16Q: 3 clusters Score -646137.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -646166.687500 Penalty: 4278.875488
	Iteration 17Q: 3 clusters Score -646166.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -646195.687500 Penalty: 4278.875488
	Iteration 18Q: 3 clusters Score -646195.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -646210.812500 Penalty: 4278.875488
	Iteration 19Q: 3 clusters Score -646210.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -646223.687500 Penalty: 4278.875488
	Iteration 20F: 3 clusters Score -646223.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -646230.125000 Penalty: 4278.875488
	Iteration 21Q: 3 clusters Score -646230.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -646236.312500 Penalty: 4278.875488
	Iteration 22Q: 3 clusters Score -646236.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -646239.687500 Penalty: 4278.875488
	Iteration 23Q: 3 clusters Score -646239.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -646245.062500 Penalty: 4278.875488
	Iteration 24Q: 3 clusters Score -646245.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -646249.312500 Penalty: 4278.875488
	Iteration 25Q: 3 clusters Score -646249.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -646250.562500 Penalty: 4278.875488
	Iteration 26Q: 3 clusters Score -646250.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -646257.000000 Penalty: 4278.875488
	Iteration 27Q: 3 clusters Score -646257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -646263.187500 Penalty: 4278.875488
	Iteration 28Q: 3 clusters Score -646263.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -646264.875000 Penalty: 4278.875488
	Iteration 29Q: 3 clusters Score -646264.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -646270.687500 Penalty: 4278.875488
	Iteration 30Q: 3 clusters Score -646270.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -646272.812500 Penalty: 4278.875488
	Iteration 31Q: 3 clusters Score -646272.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -646272.812500 Penalty: 4278.875488
	Iteration 32F: 3 clusters Score -646272.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -63004.035156 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -63004.04 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 301 members 
Entering Unmasked Estep 
Score: -61399.253906 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -61399.25 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61666.070312 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -61666.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61778.765625 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -61778.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61883.609375 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -61883.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61933.164062 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -61933.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62022.226562 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -62022.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62092.296875 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -62092.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62158.972656 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -62158.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62243.816406 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -62243.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62274.652344 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -62274.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62281.074219 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -62281.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62286.746094 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -62286.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62288.847656 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -62288.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62290.917969 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -62290.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -62292.257812 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -62292.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -62292.257812 Penalty: 3197.076904
	Iteration 15F: 3 clusters Score -62292.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (227993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227993 members 
Entering Unmasked Estep 
Score: -27630004.000000 Penalty: 3059.593506
	Iteration 0F: 2 clusters Score -2.763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113863 members 
Mstep: Class 2 contains 114130 members 
Entering Unmasked Estep 
Score: -27482256.000000 Penalty: 6119.187012
	Iteration 0F: 3 clusters Score -2.748226e+07 nChanged 109926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111893 members 
Mstep: Class 2 contains 116100 members 
Entering Unmasked Estep 
Score: -27546528.000000 Penalty: 6119.187012
	Iteration 1F: 3 clusters Score -2.754653e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110436 members 
Mstep: Class 2 contains 117557 members 
Entering Unmasked Estep 
Score: -27547842.000000 Penalty: 6119.187012
	Iteration 2Q: 3 clusters Score -2.754784e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108060 members 
Mstep: Class 2 contains 119933 members 
Entering Unmasked Estep 
Score: -27549444.000000 Penalty: 6119.187012
	Iteration 3Q: 3 clusters Score -2.754944e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104237 members 
Mstep: Class 2 contains 123756 members 
Entering Unmasked Estep 
Score: -27552134.000000 Penalty: 6119.187012
	Iteration 4Q: 3 clusters Score -2.755213e+07 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98385 members 
Mstep: Class 2 contains 129608 members 
Entering Unmasked Estep 
Score: -27556434.000000 Penalty: 6119.187012
	Iteration 5Q: 3 clusters Score -2.755643e+07 nChanged 12578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89615 members 
Mstep: Class 2 contains 138378 members 
Entering Unmasked Estep 
Score: -27563448.000000 Penalty: 6119.187012
	Iteration 6F: 3 clusters Score -2.756345e+07 nChanged 15240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Mstep: Class 2 contains 150006 members 
Entering Unmasked Estep 
Score: -27574472.000000 Penalty: 6119.187012
	Iteration 7F: 3 clusters Score -2.757447e+07 nChanged 16573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64896 members 
Mstep: Class 2 contains 163097 members 
Entering Unmasked Estep 
Score: -27588964.000000 Penalty: 6119.187012
	Iteration 8F: 3 clusters Score -2.758896e+07 nChanged 14875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 174072 members 
Entering Unmasked Estep 
Score: -27602494.000000 Penalty: 6119.187012
	Iteration 9F: 3 clusters Score -2.760249e+07 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 181300 members 
Entering Unmasked Estep 
Score: -27610848.000000 Penalty: 6119.187012
	Iteration 10Q: 3 clusters Score -2.761085e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 185985 members 
Entering Unmasked Estep 
Score: -27614786.000000 Penalty: 6119.187012
	Iteration 11Q: 3 clusters Score -2.761479e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 189775 members 
Entering Unmasked Estep 
Score: -27616898.000000 Penalty: 6119.187012
	Iteration 12Q: 3 clusters Score -2.76169e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 193182 members 
Entering Unmasked Estep 
Score: -27618312.000000 Penalty: 6119.187012
	Iteration 13Q: 3 clusters Score -2.761831e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 196389 members 
Entering Unmasked Estep 
Score: -27619620.000000 Penalty: 6119.187012
	Iteration 14Q: 3 clusters Score -2.761962e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 199416 members 
Entering Unmasked Estep 
Score: -27620838.000000 Penalty: 6119.187012
	Iteration 15Q: 3 clusters Score -2.762084e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 202173 members 
Entering Unmasked Estep 
Score: -27621910.000000 Penalty: 6119.187012
	Iteration 16Q: 3 clusters Score -2.762191e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 204690 members 
Entering Unmasked Estep 
Score: -27622804.000000 Penalty: 6119.187012
	Iteration 17Q: 3 clusters Score -2.76228e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 206993 members 
Entering Unmasked Estep 
Score: -27623550.000000 Penalty: 6119.187012
	Iteration 18Q: 3 clusters Score -2.762355e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 209090 members 
Entering Unmasked Estep 
Score: -27624282.000000 Penalty: 6119.187012
	Iteration 19Q: 3 clusters Score -2.762428e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 210993 members 
Entering Unmasked Estep 
Score: -27624906.000000 Penalty: 6119.187012
	Iteration 20F: 3 clusters Score -2.762491e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 212678 members 
Entering Unmasked Estep 
Score: -27625496.000000 Penalty: 6119.187012
	Iteration 21Q: 3 clusters Score -2.76255e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 214210 members 
Entering Unmasked Estep 
Score: -27625960.000000 Penalty: 6119.187012
	Iteration 22Q: 3 clusters Score -2.762596e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 215635 members 
Entering Unmasked Estep 
Score: -27626448.000000 Penalty: 6119.187012
	Iteration 23Q: 3 clusters Score -2.762645e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 216861 members 
Entering Unmasked Estep 
Score: -27626748.000000 Penalty: 6119.187012
	Iteration 24Q: 3 clusters Score -2.762675e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 217991 members 
Entering Unmasked Estep 
Score: -27627080.000000 Penalty: 6119.187012
	Iteration 25Q: 3 clusters Score -2.762708e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 218997 members 
Entering Unmasked Estep 
Score: -27627212.000000 Penalty: 6119.187012
	Iteration 26Q: 3 clusters Score -2.762721e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 219854 members 
Entering Unmasked Estep 
Score: -27627360.000000 Penalty: 6119.187012
	Iteration 27Q: 3 clusters Score -2.762736e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 220615 members 
Entering Unmasked Estep 
Score: -27627432.000000 Penalty: 6119.187012
	Iteration 28Q: 3 clusters Score -2.762743e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 221239 members 
Entering Unmasked Estep 
Score: -27627606.000000 Penalty: 6119.187012
	Iteration 29Q: 3 clusters Score -2.762761e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 221800 members 
Entering Unmasked Estep 
Score: -27627698.000000 Penalty: 6119.187012
	Iteration 30Q: 3 clusters Score -2.76277e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 222283 members 
Entering Unmasked Estep 
Score: -27627772.000000 Penalty: 6119.187012
	Iteration 31Q: 3 clusters Score -2.762777e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 222699 members 
Entering Unmasked Estep 
Score: -27627830.000000 Penalty: 6119.187012
	Iteration 32Q: 3 clusters Score -2.762783e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 223067 members 
Entering Unmasked Estep 
Score: -27627928.000000 Penalty: 6119.187012
	Iteration 33Q: 3 clusters Score -2.762793e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 223398 members 
Entering Unmasked Estep 
Score: -27628014.000000 Penalty: 6119.187012
	Iteration 34Q: 3 clusters Score -2.762801e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 223690 members 
Entering Unmasked Estep 
Score: -27628030.000000 Penalty: 6119.187012
	Iteration 35Q: 3 clusters Score -2.762803e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 223938 members 
Entering Unmasked Estep 
Score: -27628040.000000 Penalty: 6119.187012
	Iteration 36Q: 3 clusters Score -2.762804e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 224143 members 
Entering Unmasked Estep 
Score: -27628088.000000 Penalty: 6119.187012
	Iteration 37Q: 3 clusters Score -2.762809e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 224302 members 
Entering Unmasked Estep 
Score: -27628084.000000 Penalty: 6119.187012
	Iteration 38Q: 3 clusters Score -2.762808e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 224459 members 
Entering Unmasked Estep 
Score: -27628080.000000 Penalty: 6119.187012
	Iteration 39Q: 3 clusters Score -2.762808e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 224579 members 
Entering Unmasked Estep 
Score: -27628108.000000 Penalty: 6119.187012
	Iteration 40F: 3 clusters Score -2.762811e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 224700 members 
Entering Unmasked Estep 
Score: -27628066.000000 Penalty: 6119.187012
	Iteration 41Q: 3 clusters Score -2.762807e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 224796 members 
Entering Unmasked Estep 
Score: -27628088.000000 Penalty: 6119.187012
	Iteration 42Q: 3 clusters Score -2.762809e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 224892 members 
Entering Unmasked Estep 
Score: -27628050.000000 Penalty: 6119.187012
	Iteration 43Q: 3 clusters Score -2.762805e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 224987 members 
Entering Unmasked Estep 
Score: -27628058.000000 Penalty: 6119.187012
	Iteration 44Q: 3 clusters Score -2.762806e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 225064 members 
Entering Unmasked Estep 
Score: -27628074.000000 Penalty: 6119.187012
	Iteration 45Q: 3 clusters Score -2.762807e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 225143 members 
Entering Unmasked Estep 
Score: -27628084.000000 Penalty: 6119.187012
	Iteration 46Q: 3 clusters Score -2.762808e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 225196 members 
Entering Unmasked Estep 
Score: -27628098.000000 Penalty: 6119.187012
	Iteration 47Q: 3 clusters Score -2.76281e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 225244 members 
Entering Unmasked Estep 
Score: -27628106.000000 Penalty: 6119.187012
	Iteration 48Q: 3 clusters Score -2.762811e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 225282 members 
Entering Unmasked Estep 
Score: -27628152.000000 Penalty: 6119.187012
	Iteration 49Q: 3 clusters Score -2.762815e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 225327 members 
Entering Unmasked Estep 
Score: -27628126.000000 Penalty: 6119.187012
	Iteration 50Q: 3 clusters Score -2.762813e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 225372 members 
Entering Unmasked Estep 
Score: -27628184.000000 Penalty: 6119.187012
	Iteration 51Q: 3 clusters Score -2.762818e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 225405 members 
Entering Unmasked Estep 
Score: -27628162.000000 Penalty: 6119.187012
	Iteration 52Q: 3 clusters Score -2.762816e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 225440 members 
Entering Unmasked Estep 
Score: -27628202.000000 Penalty: 6119.187012
	Iteration 53Q: 3 clusters Score -2.76282e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 225474 members 
Entering Unmasked Estep 
Score: -27628184.000000 Penalty: 6119.187012
	Iteration 54Q: 3 clusters Score -2.762818e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 225508 members 
Entering Unmasked Estep 
Score: -27628184.000000 Penalty: 6119.187012
	Iteration 55Q: 3 clusters Score -2.762818e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 225538 members 
Entering Unmasked Estep 
Score: -27628210.000000 Penalty: 6119.187012
	Iteration 56Q: 3 clusters Score -2.762821e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 225566 members 
Entering Unmasked Estep 
Score: -27628190.000000 Penalty: 6119.187012
	Iteration 57Q: 3 clusters Score -2.762819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 225581 members 
Entering Unmasked Estep 
Score: -27628206.000000 Penalty: 6119.187012
	Iteration 58Q: 3 clusters Score -2.762821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 225592 members 
Entering Unmasked Estep 
Score: -27628190.000000 Penalty: 6119.187012
	Iteration 59Q: 3 clusters Score -2.762819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 225604 members 
Entering Unmasked Estep 
Score: -27628190.000000 Penalty: 6119.187012
	Iteration 60F: 3 clusters Score -2.762819e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 225623 members 
Entering Unmasked Estep 
Score: -27628204.000000 Penalty: 6119.187012
	Iteration 61Q: 3 clusters Score -2.76282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 225636 members 
Entering Unmasked Estep 
Score: -27628186.000000 Penalty: 6119.187012
	Iteration 62Q: 3 clusters Score -2.762819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 225644 members 
Entering Unmasked Estep 
Score: -27628194.000000 Penalty: 6119.187012
	Iteration 63Q: 3 clusters Score -2.762819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 225654 members 
Entering Unmasked Estep 
Score: -27628166.000000 Penalty: 6119.187012
	Iteration 64Q: 3 clusters Score -2.762817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 225662 members 
Entering Unmasked Estep 
Score: -27628162.000000 Penalty: 6119.187012
	Iteration 65Q: 3 clusters Score -2.762816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 225673 members 
Entering Unmasked Estep 
Score: -27628154.000000 Penalty: 6119.187012
	Iteration 66Q: 3 clusters Score -2.762815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 225686 members 
Entering Unmasked Estep 
Score: -27628140.000000 Penalty: 6119.187012
	Iteration 67Q: 3 clusters Score -2.762814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 225698 members 
Entering Unmasked Estep 
Score: -27628136.000000 Penalty: 6119.187012
	Iteration 68Q: 3 clusters Score -2.762814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 225706 members 
Entering Unmasked Estep 
Score: -27628148.000000 Penalty: 6119.187012
	Iteration 69Q: 3 clusters Score -2.762815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 225714 members 
Entering Unmasked Estep 
Score: -27628160.000000 Penalty: 6119.187012
	Iteration 70Q: 3 clusters Score -2.762816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 225720 members 
Entering Unmasked Estep 
Score: -27628150.000000 Penalty: 6119.187012
	Iteration 71Q: 3 clusters Score -2.762815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 225727 members 
Entering Unmasked Estep 
Score: -27628144.000000 Penalty: 6119.187012
	Iteration 72Q: 3 clusters Score -2.762814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 225731 members 
Entering Unmasked Estep 
Score: -27628142.000000 Penalty: 6119.187012
	Iteration 73Q: 3 clusters Score -2.762814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 225737 members 
Entering Unmasked Estep 
Score: -27628138.000000 Penalty: 6119.187012
	Iteration 74Q: 3 clusters Score -2.762814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 225742 members 
Entering Unmasked Estep 
Score: -27628134.000000 Penalty: 6119.187012
	Iteration 75Q: 3 clusters Score -2.762813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 225748 members 
Entering Unmasked Estep 
Score: -27628134.000000 Penalty: 6119.187012
	Iteration 76Q: 3 clusters Score -2.762813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 225754 members 
Entering Unmasked Estep 
Score: -27628128.000000 Penalty: 6119.187012
	Iteration 77Q: 3 clusters Score -2.762813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 225762 members 
Entering Unmasked Estep 
Score: -27628140.000000 Penalty: 6119.187012
	Iteration 78Q: 3 clusters Score -2.762814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 225766 members 
Entering Unmasked Estep 
Score: -27628160.000000 Penalty: 6119.187012
	Iteration 79Q: 3 clusters Score -2.762816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 225768 members 
Entering Unmasked Estep 
Score: -27628144.000000 Penalty: 6119.187012
	Iteration 80F: 3 clusters Score -2.762814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 225770 members 
Entering Unmasked Estep 
Score: -27628148.000000 Penalty: 6119.187012
	Iteration 81Q: 3 clusters Score -2.762815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 225773 members 
Entering Unmasked Estep 
Score: -27628140.000000 Penalty: 6119.187012
	Iteration 82Q: 3 clusters Score -2.762814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 225776 members 
Entering Unmasked Estep 
Score: -27628148.000000 Penalty: 6119.187012
	Iteration 83Q: 3 clusters Score -2.762815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 225779 members 
Entering Unmasked Estep 
Score: -27628150.000000 Penalty: 6119.187012
	Iteration 84Q: 3 clusters Score -2.762815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 225782 members 
Entering Unmasked Estep 
Score: -27628138.000000 Penalty: 6119.187012
	Iteration 85Q: 3 clusters Score -2.762814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 225784 members 
Entering Unmasked Estep 
Score: -27628148.000000 Penalty: 6119.187012
	Iteration 86Q: 3 clusters Score -2.762815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 225785 members 
Entering Unmasked Estep 
Score: -27628148.000000 Penalty: 6119.187012
	Iteration 87Q: 3 clusters Score -2.762815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 225787 members 
Entering Unmasked Estep 
Score: -27628164.000000 Penalty: 6119.187012
	Iteration 88Q: 3 clusters Score -2.762816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 225789 members 
Entering Unmasked Estep 
Score: -27628166.000000 Penalty: 6119.187012
	Iteration 89Q: 3 clusters Score -2.762817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 225792 members 
Entering Unmasked Estep 
Score: -27628138.000000 Penalty: 6119.187012
	Iteration 90Q: 3 clusters Score -2.762814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 225795 members 
Entering Unmasked Estep 
Score: -27628136.000000 Penalty: 6119.187012
	Iteration 91Q: 3 clusters Score -2.762814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 225794 members 
Entering Unmasked Estep 
Score: -27628132.000000 Penalty: 6119.187012
	Iteration 92Q: 3 clusters Score -2.762813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 225794 members 
Entering Unmasked Estep 
Score: -27628132.000000 Penalty: 6119.187012
	Iteration 93F: 3 clusters Score -2.762813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -51955.261719 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -51955.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -50456.367188 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -50456.37 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -50860.601562 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -50860.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -51138.347656 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -51138.35 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -51285.574219 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -51285.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -51366.144531 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -51366.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -51422.449219 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -51422.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -51456.898438 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -51456.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -51486.265625 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -51486.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -51548.695312 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -51548.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -51627.789062 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -51627.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -51721.644531 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -51721.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -51779.949219 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -51779.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -51852.851562 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -51852.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -51953.273438 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -51953.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52062.878906 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -52062.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -52100.156250 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -52100.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -52129.542969 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -52129.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -52141.527344 Penalty: 3184.317383
	Iteration 17Q: 3 clusters Score -52141.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52157.386719 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -52157.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52159.710938 Penalty: 3184.317383
	Iteration 19Q: 3 clusters Score -52159.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52161.328125 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -52161.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52166.902344 Penalty: 3184.317383
	Iteration 21Q: 3 clusters Score -52166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52168.457031 Penalty: 3184.317383
	Iteration 22Q: 3 clusters Score -52168.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52168.457031 Penalty: 3184.317383
	Iteration 23F: 3 clusters Score -52168.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 36788 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203922 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 84995 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 11 contains 5579 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 227993 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34034 members 
Mstep: Class 19 contains 45949 members 
Mstep: Class 21 contains 199547 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12981 members 
Entering Unmasked Estep 
Score: -104284192.000000 Penalty: 64462.460938
Splitting cluster 14 changes total score from -104285992.000000 to -104284192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Entering Unmasked Estep 
Score: -439326.843750 Penalty: 2050.199951
	Iteration 0F: 2 clusters Score -439326.8 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 1942 members 
Entering Unmasked Estep 
Score: -435503.843750 Penalty: 4100.399902
	Iteration 0F: 3 clusters Score -435503.8 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -436296.562500 Penalty: 4100.399902
	Iteration 1F: 3 clusters Score -436296.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -436508.000000 Penalty: 4100.399902
	Iteration 2F: 3 clusters Score -436508 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -436704.843750 Penalty: 4100.399902
	Iteration 3F: 3 clusters Score -436704.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -436897.218750 Penalty: 4100.399902
	Iteration 4F: 3 clusters Score -436897.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -437140.875000 Penalty: 4100.399902
	Iteration 5F: 3 clusters Score -437140.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -437434.593750 Penalty: 4100.399902
	Iteration 6F: 3 clusters Score -437434.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -437758.750000 Penalty: 4100.399902
	Iteration 7F: 3 clusters Score -437758.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -437994.906250 Penalty: 4100.399902
	Iteration 8F: 3 clusters Score -437994.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -438114.281250 Penalty: 4100.399902
	Iteration 9Q: 3 clusters Score -438114.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -438184.312500 Penalty: 4100.399902
	Iteration 10Q: 3 clusters Score -438184.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -438223.468750 Penalty: 4100.399902
	Iteration 11Q: 3 clusters Score -438223.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -438247.875000 Penalty: 4100.399902
	Iteration 12Q: 3 clusters Score -438247.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -438262.406250 Penalty: 4100.399902
	Iteration 13Q: 3 clusters Score -438262.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -438270.562500 Penalty: 4100.399902
	Iteration 14Q: 3 clusters Score -438270.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -438277.281250 Penalty: 4100.399902
	Iteration 15Q: 3 clusters Score -438277.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -438281.625000 Penalty: 4100.399902
	Iteration 16Q: 3 clusters Score -438281.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -438287.125000 Penalty: 4100.399902
	Iteration 17Q: 3 clusters Score -438287.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -438289.843750 Penalty: 4100.399902
	Iteration 18Q: 3 clusters Score -438289.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -438292.406250 Penalty: 4100.399902
	Iteration 19Q: 3 clusters Score -438292.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -438295.031250 Penalty: 4100.399902
	Iteration 20F: 3 clusters Score -438295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -438295.750000 Penalty: 4100.399902
	Iteration 21Q: 3 clusters Score -438295.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -438296.562500 Penalty: 4100.399902
	Iteration 22Q: 3 clusters Score -438296.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -438298.906250 Penalty: 4100.399902
	Iteration 23Q: 3 clusters Score -438298.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -438300.375000 Penalty: 4100.399902
	Iteration 24Q: 3 clusters Score -438300.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -438301.343750 Penalty: 4100.399902
	Iteration 25Q: 3 clusters Score -438301.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -438304.125000 Penalty: 4100.399902
	Iteration 26Q: 3 clusters Score -438304.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -438305.125000 Penalty: 4100.399902
	Iteration 27Q: 3 clusters Score -438305.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -438307.718750 Penalty: 4100.399902
	Iteration 28Q: 3 clusters Score -438307.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -438308.968750 Penalty: 4100.399902
	Iteration 29Q: 3 clusters Score -438309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -438309.812500 Penalty: 4100.399902
	Iteration 30Q: 3 clusters Score -438309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -438310.093750 Penalty: 4100.399902
	Iteration 31Q: 3 clusters Score -438310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -438311.093750 Penalty: 4100.399902
	Iteration 32Q: 3 clusters Score -438311.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -438310.812500 Penalty: 4100.399902
	Iteration 33Q: 3 clusters Score -438310.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -438311.531250 Penalty: 4100.399902
	Iteration 34Q: 3 clusters Score -438311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -438312.031250 Penalty: 4100.399902
	Iteration 35Q: 3 clusters Score -438312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -438312.031250 Penalty: 4100.399902
	Iteration 36F: 3 clusters Score -438312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Entering Unmasked Estep 
Score: -4198010.000000 Penalty: 2587.908447
	Iteration 0F: 2 clusters Score -4198010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -4174712.250000 Penalty: 5175.816895
	Iteration 0F: 3 clusters Score -4174712 nChanged 15455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -4183091.750000 Penalty: 5175.816895
	Iteration 1F: 3 clusters Score -4183092 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -4183563.750000 Penalty: 5175.816895
	Iteration 2Q: 3 clusters Score -4183564 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -4184048.000000 Penalty: 5175.816895
	Iteration 3Q: 3 clusters Score -4184048 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -4184597.250000 Penalty: 5175.816895
	Iteration 4Q: 3 clusters Score -4184597 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -4185434.250000 Penalty: 5175.816895
	Iteration 5Q: 3 clusters Score -4185434 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -4186624.000000 Penalty: 5175.816895
	Iteration 6F: 3 clusters Score -4186624 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -4188522.000000 Penalty: 5175.816895
	Iteration 7F: 3 clusters Score -4188522 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -4190931.250000 Penalty: 5175.816895
	Iteration 8F: 3 clusters Score -4190931 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -4193135.500000 Penalty: 5175.816895
	Iteration 9F: 3 clusters Score -4193136 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -4194559.000000 Penalty: 5175.816895
	Iteration 10Q: 3 clusters Score -4194559 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4195305.000000 Penalty: 5175.816895
	Iteration 11Q: 3 clusters Score -4195305 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4195650.500000 Penalty: 5175.816895
	Iteration 12Q: 3 clusters Score -4195650 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4195804.500000 Penalty: 5175.816895
	Iteration 13Q: 3 clusters Score -4195804 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -4195875.500000 Penalty: 5175.816895
	Iteration 14Q: 3 clusters Score -4195876 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4195923.000000 Penalty: 5175.816895
	Iteration 15Q: 3 clusters Score -4195923 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4195937.500000 Penalty: 5175.816895
	Iteration 16Q: 3 clusters Score -4195938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4195968.000000 Penalty: 5175.816895
	Iteration 17Q: 3 clusters Score -4195968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4195968.000000 Penalty: 5175.816895
	Iteration 18Q: 3 clusters Score -4195968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4195971.500000 Penalty: 5175.816895
	Iteration 19Q: 3 clusters Score -4195972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4195984.000000 Penalty: 5175.816895
	Iteration 20F: 3 clusters Score -4195984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4195985.500000 Penalty: 5175.816895
	Iteration 21Q: 3 clusters Score -4195986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4195984.000000 Penalty: 5175.816895
	Iteration 22Q: 3 clusters Score -4195984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4195996.000000 Penalty: 5175.816895
	Iteration 23Q: 3 clusters Score -4195996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4196001.500000 Penalty: 5175.816895
	Iteration 24Q: 3 clusters Score -4196002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4196008.000000 Penalty: 5175.816895
	Iteration 25Q: 3 clusters Score -4196008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4196015.500000 Penalty: 5175.816895
	Iteration 26Q: 3 clusters Score -4196016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4196017.500000 Penalty: 5175.816895
	Iteration 27Q: 3 clusters Score -4196018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4196028.500000 Penalty: 5175.816895
	Iteration 28Q: 3 clusters Score -4196028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4196029.500000 Penalty: 5175.816895
	Iteration 29Q: 3 clusters Score -4196030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4196026.500000 Penalty: 5175.816895
	Iteration 30Q: 3 clusters Score -4196026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4196024.000000 Penalty: 5175.816895
	Iteration 31Q: 3 clusters Score -4196024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4196024.500000 Penalty: 5175.816895
	Iteration 32Q: 3 clusters Score -4196024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4196027.500000 Penalty: 5175.816895
	Iteration 33Q: 3 clusters Score -4196028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4196027.000000 Penalty: 5175.816895
	Iteration 34Q: 3 clusters Score -4196027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4196030.500000 Penalty: 5175.816895
	Iteration 35Q: 3 clusters Score -4196030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4196035.500000 Penalty: 5175.816895
	Iteration 36Q: 3 clusters Score -4196036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4196037.000000 Penalty: 5175.816895
	Iteration 37Q: 3 clusters Score -4196037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4196040.000000 Penalty: 5175.816895
	Iteration 38Q: 3 clusters Score -4196040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4196043.000000 Penalty: 5175.816895
	Iteration 39Q: 3 clusters Score -4196043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4196045.000000 Penalty: 5175.816895
	Iteration 40F: 3 clusters Score -4196045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4196045.000000 Penalty: 5175.816895
	Iteration 41Q: 3 clusters Score -4196045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4196041.500000 Penalty: 5175.816895
	Iteration 42Q: 3 clusters Score -4196042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4196045.000000 Penalty: 5175.816895
	Iteration 43Q: 3 clusters Score -4196045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4196050.500000 Penalty: 5175.816895
	Iteration 44Q: 3 clusters Score -4196050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4196051.500000 Penalty: 5175.816895
	Iteration 45Q: 3 clusters Score -4196052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4196051.500000 Penalty: 5175.816895
	Iteration 46F: 3 clusters Score -4196052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Entering Unmasked Estep 
Score: -5437459.500000 Penalty: 2662.351318
	Iteration 0F: 2 clusters Score -5437460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -5406613.000000 Penalty: 5324.702637
	Iteration 0F: 3 clusters Score -5406613 nChanged 20992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -5417978.500000 Penalty: 5324.702637
	Iteration 1F: 3 clusters Score -5417978 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -5418403.500000 Penalty: 5324.702637
	Iteration 2Q: 3 clusters Score -5418404 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -5418793.500000 Penalty: 5324.702637
	Iteration 3Q: 3 clusters Score -5418794 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -5419135.500000 Penalty: 5324.702637
	Iteration 4Q: 3 clusters Score -5419136 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -5419492.500000 Penalty: 5324.702637
	Iteration 5Q: 3 clusters Score -5419492 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -5419867.000000 Penalty: 5324.702637
	Iteration 6Q: 3 clusters Score -5419867 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -5420286.500000 Penalty: 5324.702637
	Iteration 7Q: 3 clusters Score -5420286 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -5420785.000000 Penalty: 5324.702637
	Iteration 8Q: 3 clusters Score -5420785 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -5421482.500000 Penalty: 5324.702637
	Iteration 9Q: 3 clusters Score -5421482 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -5422416.000000 Penalty: 5324.702637
	Iteration 10Q: 3 clusters Score -5422416 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -5423698.500000 Penalty: 5324.702637
	Iteration 11Q: 3 clusters Score -5423698 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -5425490.500000 Penalty: 5324.702637
	Iteration 12F: 3 clusters Score -5425490 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -5427778.500000 Penalty: 5324.702637
	Iteration 13F: 3 clusters Score -5427778 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -5430152.000000 Penalty: 5324.702637
	Iteration 14F: 3 clusters Score -5430152 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -5431959.000000 Penalty: 5324.702637
	Iteration 15Q: 3 clusters Score -5431959 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -5433152.500000 Penalty: 5324.702637
	Iteration 16Q: 3 clusters Score -5433152 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -5433795.500000 Penalty: 5324.702637
	Iteration 17Q: 3 clusters Score -5433796 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -5434219.000000 Penalty: 5324.702637
	Iteration 18Q: 3 clusters Score -5434219 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -5434495.000000 Penalty: 5324.702637
	Iteration 19Q: 3 clusters Score -5434495 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -5434704.500000 Penalty: 5324.702637
	Iteration 20F: 3 clusters Score -5434704 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -5434858.000000 Penalty: 5324.702637
	Iteration 21Q: 3 clusters Score -5434858 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -5434968.000000 Penalty: 5324.702637
	Iteration 22Q: 3 clusters Score -5434968 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -5435037.000000 Penalty: 5324.702637
	Iteration 23Q: 3 clusters Score -5435037 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -5435093.500000 Penalty: 5324.702637
	Iteration 24Q: 3 clusters Score -5435094 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -5435145.500000 Penalty: 5324.702637
	Iteration 25Q: 3 clusters Score -5435146 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -5435196.500000 Penalty: 5324.702637
	Iteration 26Q: 3 clusters Score -5435196 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -5435212.500000 Penalty: 5324.702637
	Iteration 27Q: 3 clusters Score -5435212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -5435228.500000 Penalty: 5324.702637
	Iteration 28Q: 3 clusters Score -5435228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -5435240.000000 Penalty: 5324.702637
	Iteration 29Q: 3 clusters Score -5435240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -5435253.000000 Penalty: 5324.702637
	Iteration 30Q: 3 clusters Score -5435253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -5435268.000000 Penalty: 5324.702637
	Iteration 31Q: 3 clusters Score -5435268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -5435271.000000 Penalty: 5324.702637
	Iteration 32Q: 3 clusters Score -5435271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -5435294.000000 Penalty: 5324.702637
	Iteration 33Q: 3 clusters Score -5435294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -5435287.000000 Penalty: 5324.702637
	Iteration 34Q: 3 clusters Score -5435287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -5435283.500000 Penalty: 5324.702637
	Iteration 35Q: 3 clusters Score -5435284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -5435293.500000 Penalty: 5324.702637
	Iteration 36Q: 3 clusters Score -5435294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -5435285.000000 Penalty: 5324.702637
	Iteration 37Q: 3 clusters Score -5435285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -5435293.500000 Penalty: 5324.702637
	Iteration 38Q: 3 clusters Score -5435294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -5435295.000000 Penalty: 5324.702637
	Iteration 39Q: 3 clusters Score -5435295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -5435296.000000 Penalty: 5324.702637
	Iteration 40F: 3 clusters Score -5435296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (199547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199547 members 
Entering Unmasked Estep 
Score: -24291866.000000 Penalty: 3026.543701
	Iteration 0F: 2 clusters Score -2.429187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99592 members 
Mstep: Class 2 contains 99955 members 
Entering Unmasked Estep 
Score: -24160372.000000 Penalty: 6053.087402
	Iteration 0F: 3 clusters Score -2.416037e+07 nChanged 95681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99719 members 
Mstep: Class 2 contains 99828 members 
Entering Unmasked Estep 
Score: -24217002.000000 Penalty: 6053.087402
	Iteration 1F: 3 clusters Score -2.4217e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99553 members 
Mstep: Class 2 contains 99994 members 
Entering Unmasked Estep 
Score: -24218194.000000 Penalty: 6053.087402
	Iteration 2Q: 3 clusters Score -2.421819e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99343 members 
Mstep: Class 2 contains 100204 members 
Entering Unmasked Estep 
Score: -24219846.000000 Penalty: 6053.087402
	Iteration 3Q: 3 clusters Score -2.421985e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99048 members 
Mstep: Class 2 contains 100499 members 
Entering Unmasked Estep 
Score: -24222146.000000 Penalty: 6053.087402
	Iteration 4Q: 3 clusters Score -2.422215e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98887 members 
Mstep: Class 2 contains 100660 members 
Entering Unmasked Estep 
Score: -24225362.000000 Penalty: 6053.087402
	Iteration 5Q: 3 clusters Score -2.422536e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99024 members 
Mstep: Class 2 contains 100523 members 
Entering Unmasked Estep 
Score: -24230298.000000 Penalty: 6053.087402
	Iteration 6Q: 3 clusters Score -2.42303e+07 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99914 members 
Mstep: Class 2 contains 99633 members 
Entering Unmasked Estep 
Score: -24237430.000000 Penalty: 6053.087402
	Iteration 7F: 3 clusters Score -2.423743e+07 nChanged 13294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101798 members 
Mstep: Class 2 contains 97749 members 
Entering Unmasked Estep 
Score: -24247292.000000 Penalty: 6053.087402
	Iteration 8F: 3 clusters Score -2.424729e+07 nChanged 14509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104737 members 
Mstep: Class 2 contains 94810 members 
Entering Unmasked Estep 
Score: -24259080.000000 Penalty: 6053.087402
	Iteration 9F: 3 clusters Score -2.425908e+07 nChanged 13003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107924 members 
Mstep: Class 2 contains 91623 members 
Entering Unmasked Estep 
Score: -24267900.000000 Penalty: 6053.087402
	Iteration 10F: 3 clusters Score -2.42679e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110330 members 
Mstep: Class 2 contains 89217 members 
Entering Unmasked Estep 
Score: -24271200.000000 Penalty: 6053.087402
	Iteration 11Q: 3 clusters Score -2.42712e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112257 members 
Mstep: Class 2 contains 87290 members 
Entering Unmasked Estep 
Score: -24272396.000000 Penalty: 6053.087402
	Iteration 12Q: 3 clusters Score -2.42724e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113919 members 
Mstep: Class 2 contains 85628 members 
Entering Unmasked Estep 
Score: -24272992.000000 Penalty: 6053.087402
	Iteration 13Q: 3 clusters Score -2.427299e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115578 members 
Mstep: Class 2 contains 83969 members 
Entering Unmasked Estep 
Score: -24273592.000000 Penalty: 6053.087402
	Iteration 14Q: 3 clusters Score -2.427359e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117225 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -24274004.000000 Penalty: 6053.087402
	Iteration 15Q: 3 clusters Score -2.4274e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118885 members 
Mstep: Class 2 contains 80662 members 
Entering Unmasked Estep 
Score: -24274466.000000 Penalty: 6053.087402
	Iteration 16Q: 3 clusters Score -2.427447e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120499 members 
Mstep: Class 2 contains 79048 members 
Entering Unmasked Estep 
Score: -24274872.000000 Penalty: 6053.087402
	Iteration 17Q: 3 clusters Score -2.427487e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122198 members 
Mstep: Class 2 contains 77349 members 
Entering Unmasked Estep 
Score: -24275226.000000 Penalty: 6053.087402
	Iteration 18Q: 3 clusters Score -2.427523e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123837 members 
Mstep: Class 2 contains 75710 members 
Entering Unmasked Estep 
Score: -24275670.000000 Penalty: 6053.087402
	Iteration 19Q: 3 clusters Score -2.427567e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125524 members 
Mstep: Class 2 contains 74023 members 
Entering Unmasked Estep 
Score: -24276052.000000 Penalty: 6053.087402
	Iteration 20F: 3 clusters Score -2.427605e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127322 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
Score: -24276478.000000 Penalty: 6053.087402
	Iteration 21Q: 3 clusters Score -2.427648e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129094 members 
Mstep: Class 2 contains 70453 members 
Entering Unmasked Estep 
Score: -24276856.000000 Penalty: 6053.087402
	Iteration 22Q: 3 clusters Score -2.427686e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130897 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -24277138.000000 Penalty: 6053.087402
	Iteration 23Q: 3 clusters Score -2.427714e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132688 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -24277500.000000 Penalty: 6053.087402
	Iteration 24Q: 3 clusters Score -2.42775e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134487 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -24277888.000000 Penalty: 6053.087402
	Iteration 25Q: 3 clusters Score -2.427789e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136325 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -24278194.000000 Penalty: 6053.087402
	Iteration 26Q: 3 clusters Score -2.427819e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138256 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -24278690.000000 Penalty: 6053.087402
	Iteration 27Q: 3 clusters Score -2.427869e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140290 members 
Mstep: Class 2 contains 59257 members 
Entering Unmasked Estep 
Score: -24279086.000000 Penalty: 6053.087402
	Iteration 28Q: 3 clusters Score -2.427909e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142304 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -24279510.000000 Penalty: 6053.087402
	Iteration 29Q: 3 clusters Score -2.427951e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144270 members 
Mstep: Class 2 contains 55277 members 
Entering Unmasked Estep 
Score: -24280016.000000 Penalty: 6053.087402
	Iteration 30Q: 3 clusters Score -2.428002e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146189 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
Score: -24280426.000000 Penalty: 6053.087402
	Iteration 31Q: 3 clusters Score -2.428043e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148187 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -24280760.000000 Penalty: 6053.087402
	Iteration 32Q: 3 clusters Score -2.428076e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150162 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -24281238.000000 Penalty: 6053.087402
	Iteration 33Q: 3 clusters Score -2.428124e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152118 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -24281464.000000 Penalty: 6053.087402
	Iteration 34Q: 3 clusters Score -2.428146e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154035 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -24281798.000000 Penalty: 6053.087402
	Iteration 35Q: 3 clusters Score -2.42818e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155953 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -24282276.000000 Penalty: 6053.087402
	Iteration 36Q: 3 clusters Score -2.428228e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157917 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -24282722.000000 Penalty: 6053.087402
	Iteration 37Q: 3 clusters Score -2.428272e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159835 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -24283074.000000 Penalty: 6053.087402
	Iteration 38Q: 3 clusters Score -2.428307e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161716 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -24283440.000000 Penalty: 6053.087402
	Iteration 39Q: 3 clusters Score -2.428344e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163537 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -24283808.000000 Penalty: 6053.087402
	Iteration 40F: 3 clusters Score -2.428381e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165302 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -24284128.000000 Penalty: 6053.087402
	Iteration 41Q: 3 clusters Score -2.428413e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167031 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -24284474.000000 Penalty: 6053.087402
	Iteration 42Q: 3 clusters Score -2.428447e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168696 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -24284782.000000 Penalty: 6053.087402
	Iteration 43Q: 3 clusters Score -2.428478e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170324 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -24285194.000000 Penalty: 6053.087402
	Iteration 44Q: 3 clusters Score -2.428519e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171922 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -24285510.000000 Penalty: 6053.087402
	Iteration 45Q: 3 clusters Score -2.428551e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173499 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -24285830.000000 Penalty: 6053.087402
	Iteration 46Q: 3 clusters Score -2.428583e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175072 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -24286158.000000 Penalty: 6053.087402
	Iteration 47Q: 3 clusters Score -2.428616e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176588 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -24286490.000000 Penalty: 6053.087402
	Iteration 48Q: 3 clusters Score -2.428649e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177986 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -24286734.000000 Penalty: 6053.087402
	Iteration 49Q: 3 clusters Score -2.428673e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179335 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -24287180.000000 Penalty: 6053.087402
	Iteration 50Q: 3 clusters Score -2.428718e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180581 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -24287528.000000 Penalty: 6053.087402
	Iteration 51Q: 3 clusters Score -2.428753e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181783 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -24287824.000000 Penalty: 6053.087402
	Iteration 52Q: 3 clusters Score -2.428782e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182930 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -24288070.000000 Penalty: 6053.087402
	Iteration 53Q: 3 clusters Score -2.428807e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184023 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -24288338.000000 Penalty: 6053.087402
	Iteration 54Q: 3 clusters Score -2.428834e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185027 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -24288498.000000 Penalty: 6053.087402
	Iteration 55Q: 3 clusters Score -2.42885e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185995 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -24288786.000000 Penalty: 6053.087402
	Iteration 56Q: 3 clusters Score -2.428879e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186843 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -24289044.000000 Penalty: 6053.087402
	Iteration 57Q: 3 clusters Score -2.428904e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187634 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -24289242.000000 Penalty: 6053.087402
	Iteration 58Q: 3 clusters Score -2.428924e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188342 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -24289366.000000 Penalty: 6053.087402
	Iteration 59Q: 3 clusters Score -2.428937e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189020 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -24289414.000000 Penalty: 6053.087402
	Iteration 60F: 3 clusters Score -2.428941e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189630 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -24289526.000000 Penalty: 6053.087402
	Iteration 61Q: 3 clusters Score -2.428953e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190205 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -24289616.000000 Penalty: 6053.087402
	Iteration 62Q: 3 clusters Score -2.428962e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190754 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -24289758.000000 Penalty: 6053.087402
	Iteration 63Q: 3 clusters Score -2.428976e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191241 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -24289868.000000 Penalty: 6053.087402
	Iteration 64Q: 3 clusters Score -2.428987e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191651 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -24289934.000000 Penalty: 6053.087402
	Iteration 65Q: 3 clusters Score -2.428993e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192040 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -24289982.000000 Penalty: 6053.087402
	Iteration 66Q: 3 clusters Score -2.428998e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192394 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -24290026.000000 Penalty: 6053.087402
	Iteration 67Q: 3 clusters Score -2.429003e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192690 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -24290080.000000 Penalty: 6053.087402
	Iteration 68Q: 3 clusters Score -2.429008e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192955 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -24290080.000000 Penalty: 6053.087402
	Iteration 69Q: 3 clusters Score -2.429008e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193182 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -24290072.000000 Penalty: 6053.087402
	Iteration 70Q: 3 clusters Score -2.429007e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193375 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -24290132.000000 Penalty: 6053.087402
	Iteration 71Q: 3 clusters Score -2.429013e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193543 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -24290116.000000 Penalty: 6053.087402
	Iteration 72Q: 3 clusters Score -2.429012e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193685 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -24290108.000000 Penalty: 6053.087402
	Iteration 73Q: 3 clusters Score -2.429011e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193825 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -24290160.000000 Penalty: 6053.087402
	Iteration 74Q: 3 clusters Score -2.429016e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193972 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -24290164.000000 Penalty: 6053.087402
	Iteration 75Q: 3 clusters Score -2.429016e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194115 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -24290152.000000 Penalty: 6053.087402
	Iteration 76Q: 3 clusters Score -2.429015e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194247 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -24290190.000000 Penalty: 6053.087402
	Iteration 77Q: 3 clusters Score -2.429019e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194365 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -24290198.000000 Penalty: 6053.087402
	Iteration 78Q: 3 clusters Score -2.42902e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194469 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -24290196.000000 Penalty: 6053.087402
	Iteration 79Q: 3 clusters Score -2.42902e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194577 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -24290220.000000 Penalty: 6053.087402
	Iteration 80F: 3 clusters Score -2.429022e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194672 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -24290224.000000 Penalty: 6053.087402
	Iteration 81Q: 3 clusters Score -2.429022e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194762 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -24290230.000000 Penalty: 6053.087402
	Iteration 82Q: 3 clusters Score -2.429023e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194855 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -24290264.000000 Penalty: 6053.087402
	Iteration 83Q: 3 clusters Score -2.429026e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194935 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -24290314.000000 Penalty: 6053.087402
	Iteration 84Q: 3 clusters Score -2.429031e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195007 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -24290334.000000 Penalty: 6053.087402
	Iteration 85Q: 3 clusters Score -2.429033e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195072 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -24290322.000000 Penalty: 6053.087402
	Iteration 86Q: 3 clusters Score -2.429032e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195126 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -24290324.000000 Penalty: 6053.087402
	Iteration 87Q: 3 clusters Score -2.429032e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195181 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -24290336.000000 Penalty: 6053.087402
	Iteration 88Q: 3 clusters Score -2.429034e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195236 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -24290332.000000 Penalty: 6053.087402
	Iteration 89Q: 3 clusters Score -2.429033e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195279 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -24290288.000000 Penalty: 6053.087402
	Iteration 90Q: 3 clusters Score -2.429029e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195318 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -24290274.000000 Penalty: 6053.087402
	Iteration 91Q: 3 clusters Score -2.429027e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195346 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -24290264.000000 Penalty: 6053.087402
	Iteration 92Q: 3 clusters Score -2.429026e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195363 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -24290250.000000 Penalty: 6053.087402
	Iteration 93Q: 3 clusters Score -2.429025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195381 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -24290274.000000 Penalty: 6053.087402
	Iteration 94Q: 3 clusters Score -2.429027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195399 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -24290274.000000 Penalty: 6053.087402
	Iteration 95Q: 3 clusters Score -2.429027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195413 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -24290280.000000 Penalty: 6053.087402
	Iteration 96Q: 3 clusters Score -2.429028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195425 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -24290268.000000 Penalty: 6053.087402
	Iteration 97Q: 3 clusters Score -2.429027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195439 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -24290290.000000 Penalty: 6053.087402
	Iteration 98Q: 3 clusters Score -2.429029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195453 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -24290264.000000 Penalty: 6053.087402
	Iteration 99Q: 3 clusters Score -2.429026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195464 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -24290262.000000 Penalty: 6053.087402
	Iteration 100F: 3 clusters Score -2.429026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195473 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -24290268.000000 Penalty: 6053.087402
	Iteration 101Q: 3 clusters Score -2.429027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195480 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -24290258.000000 Penalty: 6053.087402
	Iteration 102Q: 3 clusters Score -2.429026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195489 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -24290260.000000 Penalty: 6053.087402
	Iteration 103Q: 3 clusters Score -2.429026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195496 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -24290254.000000 Penalty: 6053.087402
	Iteration 104Q: 3 clusters Score -2.429025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195502 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -24290238.000000 Penalty: 6053.087402
	Iteration 105Q: 3 clusters Score -2.429024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195512 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -24290250.000000 Penalty: 6053.087402
	Iteration 106Q: 3 clusters Score -2.429025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195519 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -24290258.000000 Penalty: 6053.087402
	Iteration 107Q: 3 clusters Score -2.429026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195529 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -24290234.000000 Penalty: 6053.087402
	Iteration 108Q: 3 clusters Score -2.429023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195537 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -24290240.000000 Penalty: 6053.087402
	Iteration 109Q: 3 clusters Score -2.429024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195544 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -24290232.000000 Penalty: 6053.087402
	Iteration 110Q: 3 clusters Score -2.429023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195549 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -24290230.000000 Penalty: 6053.087402
	Iteration 111Q: 3 clusters Score -2.429023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195552 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -24290242.000000 Penalty: 6053.087402
	Iteration 112Q: 3 clusters Score -2.429024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195553 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -24290240.000000 Penalty: 6053.087402
	Iteration 113Q: 3 clusters Score -2.429024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195554 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -24290234.000000 Penalty: 6053.087402
	Iteration 114Q: 3 clusters Score -2.429023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195554 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -24290234.000000 Penalty: 6053.087402
	Iteration 115F: 3 clusters Score -2.429023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Entering Unmasked Estep 
Score: -501350.437500 Penalty: 2080.730225
	Iteration 0F: 2 clusters Score -501350.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -497191.437500 Penalty: 4161.460449
	Iteration 0F: 3 clusters Score -497191.4 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -498063.312500 Penalty: 4161.460449
	Iteration 1F: 3 clusters Score -498063.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -498238.562500 Penalty: 4161.460449
	Iteration 2F: 3 clusters Score -498238.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -498358.468750 Penalty: 4161.460449
	Iteration 3Q: 3 clusters Score -498358.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -498441.156250 Penalty: 4161.460449
	Iteration 4Q: 3 clusters Score -498441.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -498507.781250 Penalty: 4161.460449
	Iteration 5Q: 3 clusters Score -498507.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -498560.687500 Penalty: 4161.460449
	Iteration 6Q: 3 clusters Score -498560.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -498604.625000 Penalty: 4161.460449
	Iteration 7Q: 3 clusters Score -498604.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -498645.843750 Penalty: 4161.460449
	Iteration 8Q: 3 clusters Score -498645.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -498687.062500 Penalty: 4161.460449
	Iteration 9Q: 3 clusters Score -498687.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -498737.906250 Penalty: 4161.460449
	Iteration 10Q: 3 clusters Score -498737.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -498788.437500 Penalty: 4161.460449
	Iteration 11Q: 3 clusters Score -498788.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -498838.281250 Penalty: 4161.460449
	Iteration 12Q: 3 clusters Score -498838.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -498885.875000 Penalty: 4161.460449
	Iteration 13Q: 3 clusters Score -498885.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -498929.312500 Penalty: 4161.460449
	Iteration 14Q: 3 clusters Score -498929.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -498968.937500 Penalty: 4161.460449
	Iteration 15Q: 3 clusters Score -498968.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -499003.625000 Penalty: 4161.460449
	Iteration 16Q: 3 clusters Score -499003.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -499038.312500 Penalty: 4161.460449
	Iteration 17Q: 3 clusters Score -499038.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -499076.062500 Penalty: 4161.460449
	Iteration 18Q: 3 clusters Score -499076.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -499109.906250 Penalty: 4161.460449
	Iteration 19Q: 3 clusters Score -499109.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -499144.687500 Penalty: 4161.460449
	Iteration 20F: 3 clusters Score -499144.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -499183.093750 Penalty: 4161.460449
	Iteration 21Q: 3 clusters Score -499183.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -499213.812500 Penalty: 4161.460449
	Iteration 22Q: 3 clusters Score -499213.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -499246.718750 Penalty: 4161.460449
	Iteration 23Q: 3 clusters Score -499246.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -499268.843750 Penalty: 4161.460449
	Iteration 24Q: 3 clusters Score -499268.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -499289.781250 Penalty: 4161.460449
	Iteration 25Q: 3 clusters Score -499289.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -499304.562500 Penalty: 4161.460449
	Iteration 26Q: 3 clusters Score -499304.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -499317.281250 Penalty: 4161.460449
	Iteration 27Q: 3 clusters Score -499317.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -499327.625000 Penalty: 4161.460449
	Iteration 28Q: 3 clusters Score -499327.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -499332.625000 Penalty: 4161.460449
	Iteration 29Q: 3 clusters Score -499332.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -499339.250000 Penalty: 4161.460449
	Iteration 30Q: 3 clusters Score -499339.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -499344.375000 Penalty: 4161.460449
	Iteration 31Q: 3 clusters Score -499344.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -499347.875000 Penalty: 4161.460449
	Iteration 32Q: 3 clusters Score -499347.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -499350.375000 Penalty: 4161.460449
	Iteration 33Q: 3 clusters Score -499350.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -499352.437500 Penalty: 4161.460449
	Iteration 34Q: 3 clusters Score -499352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -499353.125000 Penalty: 4161.460449
	Iteration 35Q: 3 clusters Score -499353.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -499356.187500 Penalty: 4161.460449
	Iteration 36Q: 3 clusters Score -499356.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -499356.750000 Penalty: 4161.460449
	Iteration 37Q: 3 clusters Score -499356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -499357.593750 Penalty: 4161.460449
	Iteration 38Q: 3 clusters Score -499357.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -499357.593750 Penalty: 4161.460449
	Iteration 39F: 3 clusters Score -499357.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Entering Unmasked Estep 
Score: -1601069.250000 Penalty: 2348.867920
	Iteration 0F: 2 clusters Score -1601069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1591541.125000 Penalty: 4697.735840
	Iteration 0F: 3 clusters Score -1591541 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1594446.000000 Penalty: 4697.735840
	Iteration 1F: 3 clusters Score -1594446 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1594848.250000 Penalty: 4697.735840
	Iteration 2F: 3 clusters Score -1594848 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1595262.750000 Penalty: 4697.735840
	Iteration 3F: 3 clusters Score -1595263 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1595640.125000 Penalty: 4697.735840
	Iteration 4Q: 3 clusters Score -1595640 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1596014.875000 Penalty: 4697.735840
	Iteration 5Q: 3 clusters Score -1596015 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1596474.125000 Penalty: 4697.735840
	Iteration 6F: 3 clusters Score -1596474 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1596914.750000 Penalty: 4697.735840
	Iteration 7F: 3 clusters Score -1596915 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1597315.125000 Penalty: 4697.735840
	Iteration 8F: 3 clusters Score -1597315 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1597674.875000 Penalty: 4697.735840
	Iteration 9Q: 3 clusters Score -1597675 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1598042.625000 Penalty: 4697.735840
	Iteration 10Q: 3 clusters Score -1598043 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1598417.000000 Penalty: 4697.735840
	Iteration 11Q: 3 clusters Score -1598417 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1598682.750000 Penalty: 4697.735840
	Iteration 12Q: 3 clusters Score -1598683 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1598861.875000 Penalty: 4697.735840
	Iteration 13Q: 3 clusters Score -1598862 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1598946.500000 Penalty: 4697.735840
	Iteration 14Q: 3 clusters Score -1598946 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1598993.125000 Penalty: 4697.735840
	Iteration 15Q: 3 clusters Score -1598993 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1599018.000000 Penalty: 4697.735840
	Iteration 16Q: 3 clusters Score -1599018 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1599036.375000 Penalty: 4697.735840
	Iteration 17Q: 3 clusters Score -1599036 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1599049.125000 Penalty: 4697.735840
	Iteration 18Q: 3 clusters Score -1599049 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1599059.125000 Penalty: 4697.735840
	Iteration 19Q: 3 clusters Score -1599059 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1599066.125000 Penalty: 4697.735840
	Iteration 20F: 3 clusters Score -1599066 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1599081.250000 Penalty: 4697.735840
	Iteration 21Q: 3 clusters Score -1599081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1599084.500000 Penalty: 4697.735840
	Iteration 22Q: 3 clusters Score -1599084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1599086.125000 Penalty: 4697.735840
	Iteration 23Q: 3 clusters Score -1599086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1599087.625000 Penalty: 4697.735840
	Iteration 24Q: 3 clusters Score -1599088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1599092.750000 Penalty: 4697.735840
	Iteration 25Q: 3 clusters Score -1599093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1599093.625000 Penalty: 4697.735840
	Iteration 26Q: 3 clusters Score -1599094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1599098.250000 Penalty: 4697.735840
	Iteration 27Q: 3 clusters Score -1599098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1599099.500000 Penalty: 4697.735840
	Iteration 28Q: 3 clusters Score -1599100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1599100.250000 Penalty: 4697.735840
	Iteration 29Q: 3 clusters Score -1599100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1599107.125000 Penalty: 4697.735840
	Iteration 30Q: 3 clusters Score -1599107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1599108.750000 Penalty: 4697.735840
	Iteration 31Q: 3 clusters Score -1599109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1599109.625000 Penalty: 4697.735840
	Iteration 32Q: 3 clusters Score -1599110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1599108.875000 Penalty: 4697.735840
	Iteration 33Q: 3 clusters Score -1599109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1599110.250000 Penalty: 4697.735840
	Iteration 34Q: 3 clusters Score -1599110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1599113.500000 Penalty: 4697.735840
	Iteration 35Q: 3 clusters Score -1599114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1599117.250000 Penalty: 4697.735840
	Iteration 36Q: 3 clusters Score -1599117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1599120.625000 Penalty: 4697.735840
	Iteration 37Q: 3 clusters Score -1599121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1599121.125000 Penalty: 4697.735840
	Iteration 38Q: 3 clusters Score -1599121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1599127.875000 Penalty: 4697.735840
	Iteration 39Q: 3 clusters Score -1599128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1599130.000000 Penalty: 4697.735840
	Iteration 40F: 3 clusters Score -1599130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1599135.000000 Penalty: 4697.735840
	Iteration 41Q: 3 clusters Score -1599135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1599136.875000 Penalty: 4697.735840
	Iteration 42Q: 3 clusters Score -1599137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1599142.375000 Penalty: 4697.735840
	Iteration 43Q: 3 clusters Score -1599142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1599146.875000 Penalty: 4697.735840
	Iteration 44Q: 3 clusters Score -1599147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1599150.250000 Penalty: 4697.735840
	Iteration 45Q: 3 clusters Score -1599150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1599151.750000 Penalty: 4697.735840
	Iteration 46Q: 3 clusters Score -1599152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1599158.750000 Penalty: 4697.735840
	Iteration 47Q: 3 clusters Score -1599159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1599158.875000 Penalty: 4697.735840
	Iteration 48Q: 3 clusters Score -1599159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1599168.625000 Penalty: 4697.735840
	Iteration 49Q: 3 clusters Score -1599169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1599175.750000 Penalty: 4697.735840
	Iteration 50Q: 3 clusters Score -1599176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1599179.625000 Penalty: 4697.735840
	Iteration 51Q: 3 clusters Score -1599180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1599182.500000 Penalty: 4697.735840
	Iteration 52Q: 3 clusters Score -1599182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1599184.625000 Penalty: 4697.735840
	Iteration 53Q: 3 clusters Score -1599185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1599190.625000 Penalty: 4697.735840
	Iteration 54Q: 3 clusters Score -1599191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1599195.000000 Penalty: 4697.735840
	Iteration 55Q: 3 clusters Score -1599195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1599199.875000 Penalty: 4697.735840
	Iteration 56Q: 3 clusters Score -1599200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1599209.000000 Penalty: 4697.735840
	Iteration 57Q: 3 clusters Score -1599209 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1599214.625000 Penalty: 4697.735840
	Iteration 58Q: 3 clusters Score -1599215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1599223.500000 Penalty: 4697.735840
	Iteration 59Q: 3 clusters Score -1599224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1599220.125000 Penalty: 4697.735840
	Iteration 60F: 3 clusters Score -1599220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1599225.625000 Penalty: 4697.735840
	Iteration 61Q: 3 clusters Score -1599226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1599230.750000 Penalty: 4697.735840
	Iteration 62Q: 3 clusters Score -1599231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1599235.000000 Penalty: 4697.735840
	Iteration 63Q: 3 clusters Score -1599235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1599233.125000 Penalty: 4697.735840
	Iteration 64Q: 3 clusters Score -1599233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1599238.000000 Penalty: 4697.735840
	Iteration 65Q: 3 clusters Score -1599238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1599242.500000 Penalty: 4697.735840
	Iteration 66Q: 3 clusters Score -1599242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1599239.875000 Penalty: 4697.735840
	Iteration 67Q: 3 clusters Score -1599240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1599244.375000 Penalty: 4697.735840
	Iteration 68Q: 3 clusters Score -1599244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1599249.500000 Penalty: 4697.735840
	Iteration 69Q: 3 clusters Score -1599250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1599253.750000 Penalty: 4697.735840
	Iteration 70Q: 3 clusters Score -1599254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1599262.750000 Penalty: 4697.735840
	Iteration 71Q: 3 clusters Score -1599263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1599266.125000 Penalty: 4697.735840
	Iteration 72Q: 3 clusters Score -1599266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1599271.125000 Penalty: 4697.735840
	Iteration 73Q: 3 clusters Score -1599271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1599274.125000 Penalty: 4697.735840
	Iteration 74Q: 3 clusters Score -1599274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1599277.750000 Penalty: 4697.735840
	Iteration 75Q: 3 clusters Score -1599278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1599275.625000 Penalty: 4697.735840
	Iteration 76Q: 3 clusters Score -1599276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1599286.000000 Penalty: 4697.735840
	Iteration 77Q: 3 clusters Score -1599286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1599289.875000 Penalty: 4697.735840
	Iteration 78Q: 3 clusters Score -1599290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1599293.000000 Penalty: 4697.735840
	Iteration 79Q: 3 clusters Score -1599293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1599299.500000 Penalty: 4697.735840
	Iteration 80F: 3 clusters Score -1599300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1599306.625000 Penalty: 4697.735840
	Iteration 81Q: 3 clusters Score -1599307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1599309.375000 Penalty: 4697.735840
	Iteration 82Q: 3 clusters Score -1599309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1599309.750000 Penalty: 4697.735840
	Iteration 83Q: 3 clusters Score -1599310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1599318.250000 Penalty: 4697.735840
	Iteration 84Q: 3 clusters Score -1599318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1599324.125000 Penalty: 4697.735840
	Iteration 85Q: 3 clusters Score -1599324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1599330.750000 Penalty: 4697.735840
	Iteration 86Q: 3 clusters Score -1599331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1599333.500000 Penalty: 4697.735840
	Iteration 87Q: 3 clusters Score -1599334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1599333.875000 Penalty: 4697.735840
	Iteration 88Q: 3 clusters Score -1599334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1599338.625000 Penalty: 4697.735840
	Iteration 89Q: 3 clusters Score -1599339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1599341.500000 Penalty: 4697.735840
	Iteration 90Q: 3 clusters Score -1599342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1599342.250000 Penalty: 4697.735840
	Iteration 91Q: 3 clusters Score -1599342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1599343.375000 Penalty: 4697.735840
	Iteration 92Q: 3 clusters Score -1599343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1599344.875000 Penalty: 4697.735840
	Iteration 93Q: 3 clusters Score -1599345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1599348.125000 Penalty: 4697.735840
	Iteration 94Q: 3 clusters Score -1599348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1599353.750000 Penalty: 4697.735840
	Iteration 95Q: 3 clusters Score -1599354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1599353.375000 Penalty: 4697.735840
	Iteration 96Q: 3 clusters Score -1599353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1599350.750000 Penalty: 4697.735840
	Iteration 97Q: 3 clusters Score -1599351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1599356.250000 Penalty: 4697.735840
	Iteration 98Q: 3 clusters Score -1599356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1599359.125000 Penalty: 4697.735840
	Iteration 99Q: 3 clusters Score -1599359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1599357.375000 Penalty: 4697.735840
	Iteration 100F: 3 clusters Score -1599357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1599362.375000 Penalty: 4697.735840
	Iteration 101Q: 3 clusters Score -1599362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1599361.125000 Penalty: 4697.735840
	Iteration 102Q: 3 clusters Score -1599361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1599363.000000 Penalty: 4697.735840
	Iteration 103Q: 3 clusters Score -1599363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1599367.375000 Penalty: 4697.735840
	Iteration 104Q: 3 clusters Score -1599367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1599370.375000 Penalty: 4697.735840
	Iteration 105Q: 3 clusters Score -1599370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1599379.750000 Penalty: 4697.735840
	Iteration 106Q: 3 clusters Score -1599380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1599384.375000 Penalty: 4697.735840
	Iteration 107Q: 3 clusters Score -1599384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1599383.375000 Penalty: 4697.735840
	Iteration 108Q: 3 clusters Score -1599383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1599389.250000 Penalty: 4697.735840
	Iteration 109Q: 3 clusters Score -1599389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1599393.375000 Penalty: 4697.735840
	Iteration 110Q: 3 clusters Score -1599393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1599390.500000 Penalty: 4697.735840
	Iteration 111Q: 3 clusters Score -1599390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1599392.750000 Penalty: 4697.735840
	Iteration 112Q: 3 clusters Score -1599393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1599395.250000 Penalty: 4697.735840
	Iteration 113Q: 3 clusters Score -1599395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1599395.875000 Penalty: 4697.735840
	Iteration 114Q: 3 clusters Score -1599396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1599399.375000 Penalty: 4697.735840
	Iteration 115Q: 3 clusters Score -1599399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1599405.375000 Penalty: 4697.735840
	Iteration 116Q: 3 clusters Score -1599405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1599404.000000 Penalty: 4697.735840
	Iteration 117Q: 3 clusters Score -1599404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1599404.000000 Penalty: 4697.735840
	Iteration 118Q: 3 clusters Score -1599404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1599408.500000 Penalty: 4697.735840
	Iteration 119Q: 3 clusters Score -1599408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1599410.375000 Penalty: 4697.735840
	Iteration 120F: 3 clusters Score -1599410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1599408.000000 Penalty: 4697.735840
	Iteration 121Q: 3 clusters Score -1599408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1599411.500000 Penalty: 4697.735840
	Iteration 122Q: 3 clusters Score -1599412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1599410.250000 Penalty: 4697.735840
	Iteration 123Q: 3 clusters Score -1599410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1599409.500000 Penalty: 4697.735840
	Iteration 124Q: 3 clusters Score -1599410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1599411.000000 Penalty: 4697.735840
	Iteration 125Q: 3 clusters Score -1599411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1599408.875000 Penalty: 4697.735840
	Iteration 126Q: 3 clusters Score -1599409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1599409.125000 Penalty: 4697.735840
	Iteration 127Q: 3 clusters Score -1599409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1599411.750000 Penalty: 4697.735840
	Iteration 128Q: 3 clusters Score -1599412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1599414.625000 Penalty: 4697.735840
	Iteration 129Q: 3 clusters Score -1599415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1599411.125000 Penalty: 4697.735840
	Iteration 130Q: 3 clusters Score -1599411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1599411.250000 Penalty: 4697.735840
	Iteration 131Q: 3 clusters Score -1599411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1599411.250000 Penalty: 4697.735840
	Iteration 132F: 3 clusters Score -1599411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 36788 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203922 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 84995 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 11 contains 5579 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 227993 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34034 members 
Mstep: Class 19 contains 45949 members 
Mstep: Class 21 contains 199547 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 12981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285904.000000 Penalty: 61069.699219
Iteration 319Q: 19 clusters Score -1.042859e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 36847 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203902 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 84991 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 5503 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 227971 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34039 members 
Mstep: Class 19 contains 46044 members 
Mstep: Class 21 contains 199550 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 12984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285928.000000 Penalty: 61069.699219
Iteration 320F: 19 clusters Score -1.042859e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 36894 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203889 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 84999 members 
Mstep: Class 10 contains 5469 members 
Mstep: Class 11 contains 5427 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 227938 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34039 members 
Mstep: Class 19 contains 46126 members 
Mstep: Class 21 contains 199554 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 12988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285944.000000 Penalty: 61069.699219
Iteration 321Q: 19 clusters Score -1.042859e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 36948 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203865 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85005 members 
Mstep: Class 10 contains 5441 members 
Mstep: Class 11 contains 5353 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 227930 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34041 members 
Mstep: Class 19 contains 46211 members 
Mstep: Class 21 contains 199541 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 12989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286000.000000 Penalty: 61069.699219
Iteration 322Q: 19 clusters Score -1.04286e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37011 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203845 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85004 members 
Mstep: Class 10 contains 5429 members 
Mstep: Class 11 contains 5296 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 227916 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34039 members 
Mstep: Class 19 contains 46241 members 
Mstep: Class 21 contains 199550 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 12994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285984.000000 Penalty: 61069.699219
Iteration 323Q: 19 clusters Score -1.04286e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37061 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203822 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85010 members 
Mstep: Class 10 contains 5408 members 
Mstep: Class 11 contains 5248 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227899 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34036 members 
Mstep: Class 19 contains 46274 members 
Mstep: Class 21 contains 199567 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 13001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285976.000000 Penalty: 61069.699219
Iteration 324Q: 19 clusters Score -1.04286e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37118 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203797 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85013 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 5201 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227902 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34033 members 
Mstep: Class 19 contains 46305 members 
Mstep: Class 21 contains 199564 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 13006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286048.000000 Penalty: 61069.699219
Iteration 325Q: 19 clusters Score -1.04286e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37171 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203778 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85014 members 
Mstep: Class 10 contains 5370 members 
Mstep: Class 11 contains 5158 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227906 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34035 members 
Mstep: Class 19 contains 46324 members 
Mstep: Class 21 contains 199561 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 13009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286056.000000 Penalty: 61069.699219
Iteration 326Q: 19 clusters Score -1.042861e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37227 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203774 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85011 members 
Mstep: Class 10 contains 5356 members 
Mstep: Class 11 contains 5109 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227896 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34040 members 
Mstep: Class 19 contains 46351 members 
Mstep: Class 21 contains 199557 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 13005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285976.000000 Penalty: 61069.699219
Iteration 327Q: 19 clusters Score -1.04286e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37281 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203762 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85018 members 
Mstep: Class 10 contains 5334 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227882 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34042 members 
Mstep: Class 19 contains 46384 members 
Mstep: Class 21 contains 199562 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 13005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286008.000000 Penalty: 61069.699219
Iteration 328Q: 19 clusters Score -1.04286e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37340 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203750 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 85024 members 
Mstep: Class 10 contains 5318 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227873 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34044 members 
Mstep: Class 19 contains 46393 members 
Mstep: Class 21 contains 199557 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 13008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286024.000000 Penalty: 61069.699219
Iteration 329Q: 19 clusters Score -1.04286e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37391 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203738 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85029 members 
Mstep: Class 10 contains 5299 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227855 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34043 members 
Mstep: Class 19 contains 46411 members 
Mstep: Class 21 contains 199562 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 13010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286112.000000 Penalty: 61069.699219
Iteration 330Q: 19 clusters Score -1.042861e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37435 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203735 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 85036 members 
Mstep: Class 10 contains 5279 members 
Mstep: Class 11 contains 4957 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227831 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34041 members 
Mstep: Class 19 contains 46430 members 
Mstep: Class 21 contains 199573 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 13009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286080.000000 Penalty: 61069.699219
Iteration 331Q: 19 clusters Score -1.042861e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37494 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203719 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 85042 members 
Mstep: Class 10 contains 5258 members 
Mstep: Class 11 contains 4925 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227804 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34041 members 
Mstep: Class 19 contains 46450 members 
Mstep: Class 21 contains 199581 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 13013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286064.000000 Penalty: 61069.699219
Iteration 332Q: 19 clusters Score -1.042861e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37544 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203712 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85052 members 
Mstep: Class 10 contains 5243 members 
Mstep: Class 11 contains 4902 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227776 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34041 members 
Mstep: Class 19 contains 46460 members 
Mstep: Class 21 contains 199579 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 13018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286128.000000 Penalty: 61069.699219
Iteration 333Q: 19 clusters Score -1.042861e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37588 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203702 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85052 members 
Mstep: Class 10 contains 5218 members 
Mstep: Class 11 contains 4891 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227761 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34042 members 
Mstep: Class 19 contains 46469 members 
Mstep: Class 21 contains 199581 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 13023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285984.000000 Penalty: 61069.699219
Iteration 334Q: 19 clusters Score -1.04286e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37619 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203676 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85059 members 
Mstep: Class 10 contains 5200 members 
Mstep: Class 11 contains 4880 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227753 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34042 members 
Mstep: Class 19 contains 46487 members 
Mstep: Class 21 contains 199581 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 13030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286000.000000 Penalty: 61069.699219
Iteration 335Q: 19 clusters Score -1.04286e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37655 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203651 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85064 members 
Mstep: Class 10 contains 5195 members 
Mstep: Class 11 contains 4870 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227735 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34047 members 
Mstep: Class 19 contains 46502 members 
Mstep: Class 21 contains 199574 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 13034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285928.000000 Penalty: 61069.699219
Iteration 336Q: 19 clusters Score -1.042859e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37690 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203640 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85070 members 
Mstep: Class 10 contains 5185 members 
Mstep: Class 11 contains 4859 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227704 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34048 members 
Mstep: Class 19 contains 46511 members 
Mstep: Class 21 contains 199577 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 13042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286088.000000 Penalty: 61069.699219
Iteration 337Q: 19 clusters Score -1.042861e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37715 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203627 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85083 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227672 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34049 members 
Mstep: Class 19 contains 46513 members 
Mstep: Class 21 contains 199594 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 13046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286080.000000 Penalty: 61069.699219
Iteration 338Q: 19 clusters Score -1.042861e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37737 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203620 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85088 members 
Mstep: Class 10 contains 5177 members 
Mstep: Class 11 contains 4837 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227648 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34052 members 
Mstep: Class 19 contains 46511 members 
Mstep: Class 21 contains 199602 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 13054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286040.000000 Penalty: 61069.699219
Iteration 339Q: 19 clusters Score -1.04286e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37767 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203618 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85092 members 
Mstep: Class 10 contains 5168 members 
Mstep: Class 11 contains 4829 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227628 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34053 members 
Mstep: Class 19 contains 46516 members 
Mstep: Class 21 contains 199599 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 13056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286120.000000 Penalty: 61069.699219
Iteration 340F: 19 clusters Score -1.042861e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37800 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203619 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85098 members 
Mstep: Class 10 contains 5156 members 
Mstep: Class 11 contains 4820 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227600 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34052 members 
Mstep: Class 19 contains 46525 members 
Mstep: Class 21 contains 199596 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 13060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286160.000000 Penalty: 61069.699219
Iteration 341Q: 19 clusters Score -1.042862e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37836 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203612 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85102 members 
Mstep: Class 10 contains 5147 members 
Mstep: Class 11 contains 4806 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227583 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34050 members 
Mstep: Class 19 contains 46536 members 
Mstep: Class 21 contains 199591 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 13063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286136.000000 Penalty: 61069.699219
Iteration 342Q: 19 clusters Score -1.042861e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37873 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203601 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85103 members 
Mstep: Class 10 contains 5137 members 
Mstep: Class 11 contains 4796 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227562 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34055 members 
Mstep: Class 19 contains 46544 members 
Mstep: Class 21 contains 199588 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 13067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286136.000000 Penalty: 61069.699219
Iteration 343Q: 19 clusters Score -1.042861e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37896 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203591 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85108 members 
Mstep: Class 10 contains 5128 members 
Mstep: Class 11 contains 4787 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227541 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34059 members 
Mstep: Class 19 contains 46556 members 
Mstep: Class 21 contains 199588 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 13072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286072.000000 Penalty: 61069.699219
Iteration 344Q: 19 clusters Score -1.042861e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37923 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203591 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85108 members 
Mstep: Class 10 contains 5126 members 
Mstep: Class 11 contains 4776 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227536 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34058 members 
Mstep: Class 19 contains 46559 members 
Mstep: Class 21 contains 199573 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 13076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286152.000000 Penalty: 61069.699219
Iteration 345Q: 19 clusters Score -1.042862e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 37957 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203584 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85105 members 
Mstep: Class 10 contains 5125 members 
Mstep: Class 11 contains 4768 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227530 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34056 members 
Mstep: Class 19 contains 46564 members 
Mstep: Class 21 contains 199559 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 13077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286200.000000 Penalty: 61069.699219
Iteration 346Q: 19 clusters Score -1.042862e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38002 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203567 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85104 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 4760 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227509 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 46560 members 
Mstep: Class 21 contains 199572 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 13078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286136.000000 Penalty: 61069.699219
Iteration 347Q: 19 clusters Score -1.042861e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38048 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203556 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85106 members 
Mstep: Class 10 contains 5110 members 
Mstep: Class 11 contains 4749 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227498 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34060 members 
Mstep: Class 19 contains 46552 members 
Mstep: Class 21 contains 199567 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286248.000000 Penalty: 61069.699219
Iteration 348Q: 19 clusters Score -1.042862e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38092 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203551 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85109 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 4745 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227479 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34060 members 
Mstep: Class 19 contains 46543 members 
Mstep: Class 21 contains 199562 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286192.000000 Penalty: 61069.699219
Iteration 349Q: 19 clusters Score -1.042862e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38128 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203549 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85113 members 
Mstep: Class 10 contains 5101 members 
Mstep: Class 11 contains 4744 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227459 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34061 members 
Mstep: Class 19 contains 46531 members 
Mstep: Class 21 contains 199560 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286096.000000 Penalty: 61069.699219
Iteration 350Q: 19 clusters Score -1.042861e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38163 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203547 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85117 members 
Mstep: Class 10 contains 5097 members 
Mstep: Class 11 contains 4742 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227437 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34065 members 
Mstep: Class 19 contains 46524 members 
Mstep: Class 21 contains 199554 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286072.000000 Penalty: 61069.699219
Iteration 351Q: 19 clusters Score -1.042861e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38186 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203542 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85124 members 
Mstep: Class 10 contains 5097 members 
Mstep: Class 11 contains 4741 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227421 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34063 members 
Mstep: Class 19 contains 46523 members 
Mstep: Class 21 contains 199549 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286016.000000 Penalty: 61069.699219
Iteration 352Q: 19 clusters Score -1.04286e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38214 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203532 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85128 members 
Mstep: Class 10 contains 5092 members 
Mstep: Class 11 contains 4740 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227415 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34065 members 
Mstep: Class 19 contains 46521 members 
Mstep: Class 21 contains 199539 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286088.000000 Penalty: 61069.699219
Iteration 353Q: 19 clusters Score -1.042861e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38232 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203529 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85129 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 4740 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227405 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34063 members 
Mstep: Class 19 contains 46523 members 
Mstep: Class 21 contains 199544 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286088.000000 Penalty: 61069.699219
Iteration 354Q: 19 clusters Score -1.042861e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38246 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203523 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85130 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 4740 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227399 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34061 members 
Mstep: Class 19 contains 46532 members 
Mstep: Class 21 contains 199541 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286224.000000 Penalty: 61069.699219
Iteration 355Q: 19 clusters Score -1.042862e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38262 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203525 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85132 members 
Mstep: Class 10 contains 5062 members 
Mstep: Class 11 contains 4739 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227382 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34059 members 
Mstep: Class 19 contains 46539 members 
Mstep: Class 21 contains 199540 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286136.000000 Penalty: 61069.699219
Iteration 356Q: 19 clusters Score -1.042861e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38276 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203523 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85128 members 
Mstep: Class 10 contains 5055 members 
Mstep: Class 11 contains 4738 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227376 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34060 members 
Mstep: Class 19 contains 46547 members 
Mstep: Class 21 contains 199535 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286152.000000 Penalty: 61069.699219
Iteration 357Q: 19 clusters Score -1.042862e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38295 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203515 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85127 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 4733 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227375 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34060 members 
Mstep: Class 19 contains 46550 members 
Mstep: Class 21 contains 199523 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286096.000000 Penalty: 61069.699219
Iteration 358Q: 19 clusters Score -1.042861e+08 nChanged 73
Entering ConstructFrom: 
Score: -104286096.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -222678.859375 Penalty: 1896.295776
	Iteration 0F: 2 clusters Score -222678.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -220036.125000 Penalty: 3792.591553
	Iteration 0F: 3 clusters Score -220036.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -220582.562500 Penalty: 3792.591553
	Iteration 1F: 3 clusters Score -220582.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -220758.828125 Penalty: 3792.591553
	Iteration 2F: 3 clusters Score -220758.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -220914.750000 Penalty: 3792.591553
	Iteration 3F: 3 clusters Score -220914.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -221220.250000 Penalty: 3792.591553
	Iteration 4F: 3 clusters Score -221220.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -221663.812500 Penalty: 3792.591553
	Iteration 5F: 3 clusters Score -221663.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -222158.078125 Penalty: 3792.591553
	Iteration 6F: 3 clusters Score -222158.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -222514.609375 Penalty: 3792.591553
	Iteration 7F: 3 clusters Score -222514.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -222632.031250 Penalty: 3792.591553
	Iteration 8Q: 3 clusters Score -222632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -222676.750000 Penalty: 3792.591553
	Iteration 9Q: 3 clusters Score -222676.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -222688.687500 Penalty: 3792.591553
	Iteration 10Q: 3 clusters Score -222688.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -222691.984375 Penalty: 3792.591553
	Iteration 11Q: 3 clusters Score -222692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -222693.500000 Penalty: 3792.591553
	Iteration 12Q: 3 clusters Score -222693.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -222693.500000 Penalty: 3792.591553
	Iteration 13F: 3 clusters Score -222693.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38308 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203499 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85130 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 11 contains 4727 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227368 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34060 members 
Mstep: Class 19 contains 46555 members 
Mstep: Class 21 contains 199519 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13097 members 
Entering Unmasked Estep 
Score: -104284632.000000 Penalty: 64462.460938
Splitting cluster 1 changes total score from -104286096.000000 to -104284632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Entering Unmasked Estep 
Score: -208528.171875 Penalty: 1883.905273
	Iteration 0F: 2 clusters Score -208528.2 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 1009 members 
Entering Unmasked Estep 
Score: -205952.859375 Penalty: 3767.810547
	Iteration 0F: 3 clusters Score -205952.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -206472.375000 Penalty: 3767.810547
	Iteration 1F: 3 clusters Score -206472.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -206653.578125 Penalty: 3767.810547
	Iteration 2F: 3 clusters Score -206653.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -206832.250000 Penalty: 3767.810547
	Iteration 3F: 3 clusters Score -206832.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -207041.750000 Penalty: 3767.810547
	Iteration 4F: 3 clusters Score -207041.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -207291.828125 Penalty: 3767.810547
	Iteration 5F: 3 clusters Score -207291.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -207642.031250 Penalty: 3767.810547
	Iteration 6F: 3 clusters Score -207642 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -208011.609375 Penalty: 3767.810547
	Iteration 7F: 3 clusters Score -208011.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -208208.687500 Penalty: 3767.810547
	Iteration 8F: 3 clusters Score -208208.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -208303.765625 Penalty: 3767.810547
	Iteration 9Q: 3 clusters Score -208303.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -208343.156250 Penalty: 3767.810547
	Iteration 10Q: 3 clusters Score -208343.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -208358.750000 Penalty: 3767.810547
	Iteration 11Q: 3 clusters Score -208358.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -208365.250000 Penalty: 3767.810547
	Iteration 12Q: 3 clusters Score -208365.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -208370.140625 Penalty: 3767.810547
	Iteration 13Q: 3 clusters Score -208370.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -208376.953125 Penalty: 3767.810547
	Iteration 14Q: 3 clusters Score -208377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -208381.156250 Penalty: 3767.810547
	Iteration 15Q: 3 clusters Score -208381.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -208381.156250 Penalty: 3767.810547
	Iteration 16F: 3 clusters Score -208381.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Entering Unmasked Estep 
Score: -4649539.000000 Penalty: 2617.246826
	Iteration 0F: 2 clusters Score -4649539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -4623553.000000 Penalty: 5234.493652
	Iteration 0F: 3 clusters Score -4623553 nChanged 17497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -4632924.500000 Penalty: 5234.493652
	Iteration 1F: 3 clusters Score -4632924 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -4633374.000000 Penalty: 5234.493652
	Iteration 2Q: 3 clusters Score -4633374 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -4633757.000000 Penalty: 5234.493652
	Iteration 3Q: 3 clusters Score -4633757 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -4634170.000000 Penalty: 5234.493652
	Iteration 4Q: 3 clusters Score -4634170 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -4634554.000000 Penalty: 5234.493652
	Iteration 5Q: 3 clusters Score -4634554 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -4635058.500000 Penalty: 5234.493652
	Iteration 6Q: 3 clusters Score -4635058 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -4635696.000000 Penalty: 5234.493652
	Iteration 7Q: 3 clusters Score -4635696 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -4636705.000000 Penalty: 5234.493652
	Iteration 8Q: 3 clusters Score -4636705 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -4638184.500000 Penalty: 5234.493652
	Iteration 9F: 3 clusters Score -4638184 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -4640329.500000 Penalty: 5234.493652
	Iteration 10F: 3 clusters Score -4640330 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -4642963.000000 Penalty: 5234.493652
	Iteration 11F: 3 clusters Score -4642963 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -4645023.500000 Penalty: 5234.493652
	Iteration 12F: 3 clusters Score -4645024 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -4646239.500000 Penalty: 5234.493652
	Iteration 13Q: 3 clusters Score -4646240 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -4646767.500000 Penalty: 5234.493652
	Iteration 14Q: 3 clusters Score -4646768 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -4647015.000000 Penalty: 5234.493652
	Iteration 15Q: 3 clusters Score -4647015 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -4647105.500000 Penalty: 5234.493652
	Iteration 16Q: 3 clusters Score -4647106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -4647164.500000 Penalty: 5234.493652
	Iteration 17Q: 3 clusters Score -4647164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -4647196.000000 Penalty: 5234.493652
	Iteration 18Q: 3 clusters Score -4647196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -4647218.000000 Penalty: 5234.493652
	Iteration 19Q: 3 clusters Score -4647218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -4647227.000000 Penalty: 5234.493652
	Iteration 20F: 3 clusters Score -4647227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -4647231.500000 Penalty: 5234.493652
	Iteration 21Q: 3 clusters Score -4647232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -4647239.500000 Penalty: 5234.493652
	Iteration 22Q: 3 clusters Score -4647240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -4647254.000000 Penalty: 5234.493652
	Iteration 23Q: 3 clusters Score -4647254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -4647263.000000 Penalty: 5234.493652
	Iteration 24Q: 3 clusters Score -4647263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -4647271.500000 Penalty: 5234.493652
	Iteration 25Q: 3 clusters Score -4647272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -4647278.500000 Penalty: 5234.493652
	Iteration 26Q: 3 clusters Score -4647278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -4647278.500000 Penalty: 5234.493652
	Iteration 27F: 3 clusters Score -4647278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -124796.679688 Penalty: 1764.462769
	Iteration 0F: 2 clusters Score -124796.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -122721.921875 Penalty: 3528.925537
	Iteration 0F: 3 clusters Score -122721.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -123120.632812 Penalty: 3528.925537
	Iteration 1F: 3 clusters Score -123120.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -123280.914062 Penalty: 3528.925537
	Iteration 2F: 3 clusters Score -123280.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -123446.445312 Penalty: 3528.925537
	Iteration 3F: 3 clusters Score -123446.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -123591.945312 Penalty: 3528.925537
	Iteration 4F: 3 clusters Score -123591.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -123731.953125 Penalty: 3528.925537
	Iteration 5Q: 3 clusters Score -123732 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -123913.484375 Penalty: 3528.925537
	Iteration 6Q: 3 clusters Score -123913.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -124183.992188 Penalty: 3528.925537
	Iteration 7Q: 3 clusters Score -124184 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -124449.257812 Penalty: 3528.925537
	Iteration 8F: 3 clusters Score -124449.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -124601.296875 Penalty: 3528.925537
	Iteration 9Q: 3 clusters Score -124601.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -124722.164062 Penalty: 3528.925537
	Iteration 10Q: 3 clusters Score -124722.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -124787.914062 Penalty: 3528.925537
	Iteration 11Q: 3 clusters Score -124787.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -124825.070312 Penalty: 3528.925537
	Iteration 12Q: 3 clusters Score -124825.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -124834.054688 Penalty: 3528.925537
	Iteration 13Q: 3 clusters Score -124834.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -124842.718750 Penalty: 3528.925537
	Iteration 14Q: 3 clusters Score -124842.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -124856.210938 Penalty: 3528.925537
	Iteration 15Q: 3 clusters Score -124856.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -124865.882812 Penalty: 3528.925537
	Iteration 16Q: 3 clusters Score -124865.9 nChanged 7
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: -124872.937500 Penalty: 3528.925537
	Iteration 17Q: 3 clusters Score -124872.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -124879.414062 Penalty: 3528.925537
	Iteration 18Q: 3 clusters Score -124879.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -124893.882812 Penalty: 3528.925537
	Iteration 19Q: 3 clusters Score -124893.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -124910.632812 Penalty: 3528.925537
	Iteration 20F: 3 clusters Score -124910.6 nChanged 4
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: -124914.796875 Penalty: 3528.925537
	Iteration 21Q: 3 clusters Score -124914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -124921.578125 Penalty: 3528.925537
	Iteration 22Q: 3 clusters Score -124921.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -124934.843750 Penalty: 3528.925537
	Iteration 23Q: 3 clusters Score -124934.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -124948.453125 Penalty: 3528.925537
	Iteration 24Q: 3 clusters Score -124948.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -124964.695312 Penalty: 3528.925537
	Iteration 25Q: 3 clusters Score -124964.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -124977.820312 Penalty: 3528.925537
	Iteration 26Q: 3 clusters Score -124977.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -124989.835938 Penalty: 3528.925537
	Iteration 27Q: 3 clusters Score -124989.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -125011.390625 Penalty: 3528.925537
	Iteration 28Q: 3 clusters Score -125011.4 nChanged 7
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: -125021.156250 Penalty: 3528.925537
	Iteration 29Q: 3 clusters Score -125021.2 nChanged 8
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: -125036.601562 Penalty: 3528.925537
	Iteration 30Q: 3 clusters Score -125036.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -125058.343750 Penalty: 3528.925537
	Iteration 31Q: 3 clusters Score -125058.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -125081.890625 Penalty: 3528.925537
	Iteration 32Q: 3 clusters Score -125081.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -125087.835938 Penalty: 3528.925537
	Iteration 33Q: 3 clusters Score -125087.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -125089.898438 Penalty: 3528.925537
	Iteration 34Q: 3 clusters Score -125089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -125092.921875 Penalty: 3528.925537
	Iteration 35Q: 3 clusters Score -125092.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -125095.734375 Penalty: 3528.925537
	Iteration 36Q: 3 clusters Score -125095.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -125098.359375 Penalty: 3528.925537
	Iteration 37Q: 3 clusters Score -125098.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -125100.523438 Penalty: 3528.925537
	Iteration 38Q: 3 clusters Score -125100.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -125101.976562 Penalty: 3528.925537
	Iteration 39Q: 3 clusters Score -125102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -125105.734375 Penalty: 3528.925537
	Iteration 40F: 3 clusters Score -125105.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -125112.812500 Penalty: 3528.925537
	Iteration 41Q: 3 clusters Score -125112.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -125116.414062 Penalty: 3528.925537
	Iteration 42Q: 3 clusters Score -125116.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -125124.640625 Penalty: 3528.925537
	Iteration 43Q: 3 clusters Score -125124.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -125128.468750 Penalty: 3528.925537
	Iteration 44Q: 3 clusters Score -125128.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -125128.468750 Penalty: 3528.925537
	Iteration 45F: 3 clusters Score -125128.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38308 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 203499 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85130 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 11 contains 4727 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227368 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34060 members 
Mstep: Class 19 contains 46555 members 
Mstep: Class 21 contains 199519 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13097 members 
Entering Unmasked Estep 
Score: -104284824.000000 Penalty: 64462.460938
Splitting cluster 4 changes total score from -104286096.000000 to -104284824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (203499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203499 members 
Entering Unmasked Estep 
Score: -24798300.000000 Penalty: 3031.407227
	Iteration 0F: 2 clusters Score -2.47983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101375 members 
Mstep: Class 2 contains 102124 members 
Entering Unmasked Estep 
Score: -24667910.000000 Penalty: 6062.814453
	Iteration 0F: 3 clusters Score -2.466791e+07 nChanged 97817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94016 members 
Mstep: Class 2 contains 109483 members 
Entering Unmasked Estep 
Score: -24725912.000000 Penalty: 6062.814453
	Iteration 1F: 3 clusters Score -2.472591e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89344 members 
Mstep: Class 2 contains 114155 members 
Entering Unmasked Estep 
Score: -24727682.000000 Penalty: 6062.814453
	Iteration 2Q: 3 clusters Score -2.472768e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 121214 members 
Entering Unmasked Estep 
Score: -24730500.000000 Penalty: 6062.814453
	Iteration 3Q: 3 clusters Score -2.47305e+07 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71869 members 
Mstep: Class 2 contains 131630 members 
Entering Unmasked Estep 
Score: -24736064.000000 Penalty: 6062.814453
	Iteration 4F: 3 clusters Score -2.473606e+07 nChanged 14732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 146170 members 
Entering Unmasked Estep 
Score: -24745706.000000 Penalty: 6062.814453
	Iteration 5F: 3 clusters Score -2.474571e+07 nChanged 17890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 164012 members 
Entering Unmasked Estep 
Score: -24759922.000000 Penalty: 6062.814453
	Iteration 6F: 3 clusters Score -2.475992e+07 nChanged 17145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 181137 members 
Entering Unmasked Estep 
Score: -24774788.000000 Penalty: 6062.814453
	Iteration 7F: 3 clusters Score -2.477479e+07 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 193370 members 
Entering Unmasked Estep 
Score: -24786316.000000 Penalty: 6062.814453
	Iteration 8F: 3 clusters Score -2.478632e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 199789 members 
Entering Unmasked Estep 
Score: -24792270.000000 Penalty: 6062.814453
	Iteration 9Q: 3 clusters Score -2.479227e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 202206 members 
Entering Unmasked Estep 
Score: -24794404.000000 Penalty: 6062.814453
	Iteration 10Q: 3 clusters Score -2.47944e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 202924 members 
Entering Unmasked Estep 
Score: -24795096.000000 Penalty: 6062.814453
	Iteration 11Q: 3 clusters Score -2.47951e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 203128 members 
Entering Unmasked Estep 
Score: -24795320.000000 Penalty: 6062.814453
	Iteration 12Q: 3 clusters Score -2.479532e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 203197 members 
Entering Unmasked Estep 
Score: -24795440.000000 Penalty: 6062.814453
	Iteration 13Q: 3 clusters Score -2.479544e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 203236 members 
Entering Unmasked Estep 
Score: -24795492.000000 Penalty: 6062.814453
	Iteration 14Q: 3 clusters Score -2.479549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 203249 members 
Entering Unmasked Estep 
Score: -24795536.000000 Penalty: 6062.814453
	Iteration 15Q: 3 clusters Score -2.479554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 203251 members 
Entering Unmasked Estep 
Score: -24795550.000000 Penalty: 6062.814453
	Iteration 16Q: 3 clusters Score -2.479555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 203253 members 
Entering Unmasked Estep 
Score: -24795584.000000 Penalty: 6062.814453
	Iteration 17Q: 3 clusters Score -2.479558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 203254 members 
Entering Unmasked Estep 
Score: -24795570.000000 Penalty: 6062.814453
	Iteration 18Q: 3 clusters Score -2.479557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 203256 members 
Entering Unmasked Estep 
Score: -24795564.000000 Penalty: 6062.814453
	Iteration 19Q: 3 clusters Score -2.479556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 203256 members 
Entering Unmasked Estep 
Score: -24795558.000000 Penalty: 6062.814453
	Iteration 20F: 3 clusters Score -2.479556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 203255 members 
Entering Unmasked Estep 
Score: -24795588.000000 Penalty: 6062.814453
	Iteration 21Q: 3 clusters Score -2.479559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 203254 members 
Entering Unmasked Estep 
Score: -24795564.000000 Penalty: 6062.814453
	Iteration 22Q: 3 clusters Score -2.479556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 203252 members 
Entering Unmasked Estep 
Score: -24795566.000000 Penalty: 6062.814453
	Iteration 23Q: 3 clusters Score -2.479557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 203252 members 
Entering Unmasked Estep 
Score: -24795566.000000 Penalty: 6062.814453
	Iteration 24F: 3 clusters Score -2.479557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -171688.421875 Penalty: 1814.174194
	Iteration 0F: 2 clusters Score -171688.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -169383.890625 Penalty: 3628.348389
	Iteration 0F: 3 clusters Score -169383.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -169797.140625 Penalty: 3628.348389
	Iteration 1F: 3 clusters Score -169797.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -169952.500000 Penalty: 3628.348389
	Iteration 2F: 3 clusters Score -169952.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -170069.046875 Penalty: 3628.348389
	Iteration 3F: 3 clusters Score -170069 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -170179.921875 Penalty: 3628.348389
	Iteration 4Q: 3 clusters Score -170179.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -170266.281250 Penalty: 3628.348389
	Iteration 5Q: 3 clusters Score -170266.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -170295.656250 Penalty: 3628.348389
	Iteration 6Q: 3 clusters Score -170295.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -170325.468750 Penalty: 3628.348389
	Iteration 7Q: 3 clusters Score -170325.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -170350.750000 Penalty: 3628.348389
	Iteration 8Q: 3 clusters Score -170350.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -170372.578125 Penalty: 3628.348389
	Iteration 9Q: 3 clusters Score -170372.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -170397.109375 Penalty: 3628.348389
	Iteration 10Q: 3 clusters Score -170397.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -170419.171875 Penalty: 3628.348389
	Iteration 11Q: 3 clusters Score -170419.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -170431.625000 Penalty: 3628.348389
	Iteration 12Q: 3 clusters Score -170431.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -170439.484375 Penalty: 3628.348389
	Iteration 13Q: 3 clusters Score -170439.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -170444.000000 Penalty: 3628.348389
	Iteration 14Q: 3 clusters Score -170444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -170448.921875 Penalty: 3628.348389
	Iteration 15Q: 3 clusters Score -170448.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -170450.281250 Penalty: 3628.348389
	Iteration 16Q: 3 clusters Score -170450.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -170452.250000 Penalty: 3628.348389
	Iteration 17Q: 3 clusters Score -170452.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -170454.437500 Penalty: 3628.348389
	Iteration 18Q: 3 clusters Score -170454.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -170456.953125 Penalty: 3628.348389
	Iteration 19Q: 3 clusters Score -170457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -170460.828125 Penalty: 3628.348389
	Iteration 20F: 3 clusters Score -170460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -170463.984375 Penalty: 3628.348389
	Iteration 21Q: 3 clusters Score -170464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -170465.171875 Penalty: 3628.348389
	Iteration 22Q: 3 clusters Score -170465.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -170465.171875 Penalty: 3628.348389
	Iteration 23F: 3 clusters Score -170465.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (85130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85130 members 
Entering Unmasked Estep 
Score: -10430045.000000 Penalty: 2815.279785
	Iteration 0F: 2 clusters Score -1.043004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -10373012.000000 Penalty: 5630.559570
	Iteration 0F: 3 clusters Score -1.037301e+07 nChanged 40027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -10395831.000000 Penalty: 5630.559570
	Iteration 1F: 3 clusters Score -1.039583e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -10396482.000000 Penalty: 5630.559570
	Iteration 2Q: 3 clusters Score -1.039648e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -10397243.000000 Penalty: 5630.559570
	Iteration 3Q: 3 clusters Score -1.039724e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -10398146.000000 Penalty: 5630.559570
	Iteration 4Q: 3 clusters Score -1.039815e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -10399566.000000 Penalty: 5630.559570
	Iteration 5Q: 3 clusters Score -1.039957e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -10401537.000000 Penalty: 5630.559570
	Iteration 6Q: 3 clusters Score -1.040154e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -10403971.000000 Penalty: 5630.559570
	Iteration 7Q: 3 clusters Score -1.040397e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -10406750.000000 Penalty: 5630.559570
	Iteration 8F: 3 clusters Score -1.040675e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -10409895.000000 Penalty: 5630.559570
	Iteration 9F: 3 clusters Score -1.04099e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -10412827.000000 Penalty: 5630.559570
	Iteration 10F: 3 clusters Score -1.041283e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -10415290.000000 Penalty: 5630.559570
	Iteration 11F: 3 clusters Score -1.041529e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 58014 members 
Entering Unmasked Estep 
Score: -10417046.000000 Penalty: 5630.559570
	Iteration 12Q: 3 clusters Score -1.041705e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 58778 members 
Entering Unmasked Estep 
Score: -10418174.000000 Penalty: 5630.559570
	Iteration 13Q: 3 clusters Score -1.041817e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 59382 members 
Entering Unmasked Estep 
Score: -10418795.000000 Penalty: 5630.559570
	Iteration 14Q: 3 clusters Score -1.04188e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -10419181.000000 Penalty: 5630.559570
	Iteration 15Q: 3 clusters Score -1.041918e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -10419514.000000 Penalty: 5630.559570
	Iteration 16Q: 3 clusters Score -1.041951e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -10419763.000000 Penalty: 5630.559570
	Iteration 17Q: 3 clusters Score -1.041976e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 62126 members 
Entering Unmasked Estep 
Score: -10419993.000000 Penalty: 5630.559570
	Iteration 18Q: 3 clusters Score -1.041999e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 62953 members 
Entering Unmasked Estep 
Score: -10420288.000000 Penalty: 5630.559570
	Iteration 19Q: 3 clusters Score -1.042029e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -10420537.000000 Penalty: 5630.559570
	Iteration 20F: 3 clusters Score -1.042054e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -10420839.000000 Penalty: 5630.559570
	Iteration 21Q: 3 clusters Score -1.042084e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -10421185.000000 Penalty: 5630.559570
	Iteration 22Q: 3 clusters Score -1.042118e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 66772 members 
Entering Unmasked Estep 
Score: -10421584.000000 Penalty: 5630.559570
	Iteration 23Q: 3 clusters Score -1.042158e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -10421931.000000 Penalty: 5630.559570
	Iteration 24Q: 3 clusters Score -1.042193e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 68937 members 
Entering Unmasked Estep 
Score: -10422339.000000 Penalty: 5630.559570
	Iteration 25Q: 3 clusters Score -1.042234e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
Score: -10422724.000000 Penalty: 5630.559570
	Iteration 26Q: 3 clusters Score -1.042272e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -10423155.000000 Penalty: 5630.559570
	Iteration 27Q: 3 clusters Score -1.042316e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 72270 members 
Entering Unmasked Estep 
Score: -10423558.000000 Penalty: 5630.559570
	Iteration 28Q: 3 clusters Score -1.042356e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
Score: -10423894.000000 Penalty: 5630.559570
	Iteration 29Q: 3 clusters Score -1.042389e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
Score: -10424245.000000 Penalty: 5630.559570
	Iteration 30Q: 3 clusters Score -1.042424e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 75371 members 
Entering Unmasked Estep 
Score: -10424608.000000 Penalty: 5630.559570
	Iteration 31Q: 3 clusters Score -1.042461e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 76326 members 
Entering Unmasked Estep 
Score: -10424938.000000 Penalty: 5630.559570
	Iteration 32Q: 3 clusters Score -1.042494e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -10425243.000000 Penalty: 5630.559570
	Iteration 33Q: 3 clusters Score -1.042524e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 78092 members 
Entering Unmasked Estep 
Score: -10425559.000000 Penalty: 5630.559570
	Iteration 34Q: 3 clusters Score -1.042556e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 78893 members 
Entering Unmasked Estep 
Score: -10425887.000000 Penalty: 5630.559570
	Iteration 35Q: 3 clusters Score -1.042589e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -10426145.000000 Penalty: 5630.559570
	Iteration 36Q: 3 clusters Score -1.042614e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 80240 members 
Entering Unmasked Estep 
Score: -10426372.000000 Penalty: 5630.559570
	Iteration 37Q: 3 clusters Score -1.042637e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -10426551.000000 Penalty: 5630.559570
	Iteration 38Q: 3 clusters Score -1.042655e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 81225 members 
Entering Unmasked Estep 
Score: -10426704.000000 Penalty: 5630.559570
	Iteration 39Q: 3 clusters Score -1.04267e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 81621 members 
Entering Unmasked Estep 
Score: -10426883.000000 Penalty: 5630.559570
	Iteration 40F: 3 clusters Score -1.042688e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 81955 members 
Entering Unmasked Estep 
Score: -10427022.000000 Penalty: 5630.559570
	Iteration 41Q: 3 clusters Score -1.042702e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 82236 members 
Entering Unmasked Estep 
Score: -10427132.000000 Penalty: 5630.559570
	Iteration 42Q: 3 clusters Score -1.042713e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 82501 members 
Entering Unmasked Estep 
Score: -10427233.000000 Penalty: 5630.559570
	Iteration 43Q: 3 clusters Score -1.042723e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -10427283.000000 Penalty: 5630.559570
	Iteration 44Q: 3 clusters Score -1.042728e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 82863 members 
Entering Unmasked Estep 
Score: -10427327.000000 Penalty: 5630.559570
	Iteration 45Q: 3 clusters Score -1.042733e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 83002 members 
Entering Unmasked Estep 
Score: -10427343.000000 Penalty: 5630.559570
	Iteration 46Q: 3 clusters Score -1.042734e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -10427437.000000 Penalty: 5630.559570
	Iteration 47Q: 3 clusters Score -1.042744e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 83240 members 
Entering Unmasked Estep 
Score: -10427451.000000 Penalty: 5630.559570
	Iteration 48Q: 3 clusters Score -1.042745e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 83322 members 
Entering Unmasked Estep 
Score: -10427486.000000 Penalty: 5630.559570
	Iteration 49Q: 3 clusters Score -1.042749e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 83390 members 
Entering Unmasked Estep 
Score: -10427523.000000 Penalty: 5630.559570
	Iteration 50Q: 3 clusters Score -1.042752e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 83458 members 
Entering Unmasked Estep 
Score: -10427546.000000 Penalty: 5630.559570
	Iteration 51Q: 3 clusters Score -1.042755e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 83513 members 
Entering Unmasked Estep 
Score: -10427540.000000 Penalty: 5630.559570
	Iteration 52Q: 3 clusters Score -1.042754e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 83559 members 
Entering Unmasked Estep 
Score: -10427568.000000 Penalty: 5630.559570
	Iteration 53Q: 3 clusters Score -1.042757e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 83603 members 
Entering Unmasked Estep 
Score: -10427596.000000 Penalty: 5630.559570
	Iteration 54Q: 3 clusters Score -1.04276e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 83637 members 
Entering Unmasked Estep 
Score: -10427594.000000 Penalty: 5630.559570
	Iteration 55Q: 3 clusters Score -1.042759e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 83669 members 
Entering Unmasked Estep 
Score: -10427604.000000 Penalty: 5630.559570
	Iteration 56Q: 3 clusters Score -1.04276e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 83693 members 
Entering Unmasked Estep 
Score: -10427622.000000 Penalty: 5630.559570
	Iteration 57Q: 3 clusters Score -1.042762e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 83718 members 
Entering Unmasked Estep 
Score: -10427635.000000 Penalty: 5630.559570
	Iteration 58Q: 3 clusters Score -1.042764e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 83740 members 
Entering Unmasked Estep 
Score: -10427637.000000 Penalty: 5630.559570
	Iteration 59Q: 3 clusters Score -1.042764e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -10427659.000000 Penalty: 5630.559570
	Iteration 60F: 3 clusters Score -1.042766e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -10427673.000000 Penalty: 5630.559570
	Iteration 61Q: 3 clusters Score -1.042767e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 83815 members 
Entering Unmasked Estep 
Score: -10427680.000000 Penalty: 5630.559570
	Iteration 62Q: 3 clusters Score -1.042768e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 83834 members 
Entering Unmasked Estep 
Score: -10427700.000000 Penalty: 5630.559570
	Iteration 63Q: 3 clusters Score -1.04277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 83854 members 
Entering Unmasked Estep 
Score: -10427699.000000 Penalty: 5630.559570
	Iteration 64Q: 3 clusters Score -1.04277e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 83873 members 
Entering Unmasked Estep 
Score: -10427696.000000 Penalty: 5630.559570
	Iteration 65Q: 3 clusters Score -1.04277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 83886 members 
Entering Unmasked Estep 
Score: -10427693.000000 Penalty: 5630.559570
	Iteration 66Q: 3 clusters Score -1.042769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 83898 members 
Entering Unmasked Estep 
Score: -10427720.000000 Penalty: 5630.559570
	Iteration 67Q: 3 clusters Score -1.042772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 83910 members 
Entering Unmasked Estep 
Score: -10427729.000000 Penalty: 5630.559570
	Iteration 68Q: 3 clusters Score -1.042773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 83919 members 
Entering Unmasked Estep 
Score: -10427734.000000 Penalty: 5630.559570
	Iteration 69Q: 3 clusters Score -1.042773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 83929 members 
Entering Unmasked Estep 
Score: -10427727.000000 Penalty: 5630.559570
	Iteration 70Q: 3 clusters Score -1.042773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 83937 members 
Entering Unmasked Estep 
Score: -10427726.000000 Penalty: 5630.559570
	Iteration 71Q: 3 clusters Score -1.042773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 83946 members 
Entering Unmasked Estep 
Score: -10427725.000000 Penalty: 5630.559570
	Iteration 72Q: 3 clusters Score -1.042772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 83956 members 
Entering Unmasked Estep 
Score: -10427735.000000 Penalty: 5630.559570
	Iteration 73Q: 3 clusters Score -1.042774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 83962 members 
Entering Unmasked Estep 
Score: -10427736.000000 Penalty: 5630.559570
	Iteration 74Q: 3 clusters Score -1.042774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 83967 members 
Entering Unmasked Estep 
Score: -10427746.000000 Penalty: 5630.559570
	Iteration 75Q: 3 clusters Score -1.042775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -10427741.000000 Penalty: 5630.559570
	Iteration 76Q: 3 clusters Score -1.042774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 83975 members 
Entering Unmasked Estep 
Score: -10427740.000000 Penalty: 5630.559570
	Iteration 77Q: 3 clusters Score -1.042774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 83985 members 
Entering Unmasked Estep 
Score: -10427742.000000 Penalty: 5630.559570
	Iteration 78Q: 3 clusters Score -1.042774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 83992 members 
Entering Unmasked Estep 
Score: -10427750.000000 Penalty: 5630.559570
	Iteration 79Q: 3 clusters Score -1.042775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 83995 members 
Entering Unmasked Estep 
Score: -10427751.000000 Penalty: 5630.559570
	Iteration 80F: 3 clusters Score -1.042775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 83997 members 
Entering Unmasked Estep 
Score: -10427751.000000 Penalty: 5630.559570
	Iteration 81Q: 3 clusters Score -1.042775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 84001 members 
Entering Unmasked Estep 
Score: -10427761.000000 Penalty: 5630.559570
	Iteration 82Q: 3 clusters Score -1.042776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 84002 members 
Entering Unmasked Estep 
Score: -10427755.000000 Penalty: 5630.559570
	Iteration 83Q: 3 clusters Score -1.042776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 84004 members 
Entering Unmasked Estep 
Score: -10427758.000000 Penalty: 5630.559570
	Iteration 84Q: 3 clusters Score -1.042776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 84009 members 
Entering Unmasked Estep 
Score: -10427753.000000 Penalty: 5630.559570
	Iteration 85Q: 3 clusters Score -1.042775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 84011 members 
Entering Unmasked Estep 
Score: -10427758.000000 Penalty: 5630.559570
	Iteration 86Q: 3 clusters Score -1.042776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 84014 members 
Entering Unmasked Estep 
Score: -10427754.000000 Penalty: 5630.559570
	Iteration 87Q: 3 clusters Score -1.042775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 84017 members 
Entering Unmasked Estep 
Score: -10427758.000000 Penalty: 5630.559570
	Iteration 88Q: 3 clusters Score -1.042776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 84019 members 
Entering Unmasked Estep 
Score: -10427758.000000 Penalty: 5630.559570
	Iteration 89Q: 3 clusters Score -1.042776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 84022 members 
Entering Unmasked Estep 
Score: -10427770.000000 Penalty: 5630.559570
	Iteration 90Q: 3 clusters Score -1.042777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 84022 members 
Entering Unmasked Estep 
Score: -10427774.000000 Penalty: 5630.559570
	Iteration 91Q: 3 clusters Score -1.042777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 84022 members 
Entering Unmasked Estep 
Score: -10427773.000000 Penalty: 5630.559570
	Iteration 92Q: 3 clusters Score -1.042777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 84022 members 
Entering Unmasked Estep 
Score: -10427773.000000 Penalty: 5630.559570
	Iteration 93F: 3 clusters Score -1.042777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Entering Unmasked Estep 
Score: -613581.937500 Penalty: 2115.271240
	Iteration 0F: 2 clusters Score -613581.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -609051.562500 Penalty: 4230.542480
	Iteration 0F: 3 clusters Score -609051.6 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -610087.812500 Penalty: 4230.542480
	Iteration 1F: 3 clusters Score -610087.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -610302.062500 Penalty: 4230.542480
	Iteration 2F: 3 clusters Score -610302.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -610408.000000 Penalty: 4230.542480
	Iteration 3Q: 3 clusters Score -610408 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -610482.187500 Penalty: 4230.542480
	Iteration 4Q: 3 clusters Score -610482.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -610534.000000 Penalty: 4230.542480
	Iteration 5Q: 3 clusters Score -610534 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -610575.312500 Penalty: 4230.542480
	Iteration 6Q: 3 clusters Score -610575.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -610613.000000 Penalty: 4230.542480
	Iteration 7Q: 3 clusters Score -610613 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -610638.875000 Penalty: 4230.542480
	Iteration 8Q: 3 clusters Score -610638.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -610656.062500 Penalty: 4230.542480
	Iteration 9Q: 3 clusters Score -610656.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -610672.750000 Penalty: 4230.542480
	Iteration 10Q: 3 clusters Score -610672.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -610690.500000 Penalty: 4230.542480
	Iteration 11Q: 3 clusters Score -610690.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -610708.125000 Penalty: 4230.542480
	Iteration 12Q: 3 clusters Score -610708.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -610727.812500 Penalty: 4230.542480
	Iteration 13Q: 3 clusters Score -610727.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -610749.437500 Penalty: 4230.542480
	Iteration 14Q: 3 clusters Score -610749.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -610771.125000 Penalty: 4230.542480
	Iteration 15Q: 3 clusters Score -610771.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -610792.437500 Penalty: 4230.542480
	Iteration 16Q: 3 clusters Score -610792.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -610814.437500 Penalty: 4230.542480
	Iteration 17Q: 3 clusters Score -610814.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -610836.062500 Penalty: 4230.542480
	Iteration 18Q: 3 clusters Score -610836.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -610853.562500 Penalty: 4230.542480
	Iteration 19Q: 3 clusters Score -610853.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -610871.125000 Penalty: 4230.542480
	Iteration 20F: 3 clusters Score -610871.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -610891.687500 Penalty: 4230.542480
	Iteration 21Q: 3 clusters Score -610891.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -610912.625000 Penalty: 4230.542480
	Iteration 22Q: 3 clusters Score -610912.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -610932.875000 Penalty: 4230.542480
	Iteration 23Q: 3 clusters Score -610932.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -610952.062500 Penalty: 4230.542480
	Iteration 24Q: 3 clusters Score -610952.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -610965.750000 Penalty: 4230.542480
	Iteration 25Q: 3 clusters Score -610965.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -610978.625000 Penalty: 4230.542480
	Iteration 26Q: 3 clusters Score -610978.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -610991.437500 Penalty: 4230.542480
	Iteration 27Q: 3 clusters Score -610991.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -611005.437500 Penalty: 4230.542480
	Iteration 28Q: 3 clusters Score -611005.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -611022.875000 Penalty: 4230.542480
	Iteration 29Q: 3 clusters Score -611022.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -611041.625000 Penalty: 4230.542480
	Iteration 30Q: 3 clusters Score -611041.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -611065.125000 Penalty: 4230.542480
	Iteration 31Q: 3 clusters Score -611065.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -611091.187500 Penalty: 4230.542480
	Iteration 32Q: 3 clusters Score -611091.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -611114.562500 Penalty: 4230.542480
	Iteration 33Q: 3 clusters Score -611114.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -611135.312500 Penalty: 4230.542480
	Iteration 34Q: 3 clusters Score -611135.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -611149.625000 Penalty: 4230.542480
	Iteration 35Q: 3 clusters Score -611149.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -611168.687500 Penalty: 4230.542480
	Iteration 36Q: 3 clusters Score -611168.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -611191.125000 Penalty: 4230.542480
	Iteration 37Q: 3 clusters Score -611191.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -611209.875000 Penalty: 4230.542480
	Iteration 38Q: 3 clusters Score -611209.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -611226.500000 Penalty: 4230.542480
	Iteration 39Q: 3 clusters Score -611226.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -611239.187500 Penalty: 4230.542480
	Iteration 40F: 3 clusters Score -611239.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -611252.250000 Penalty: 4230.542480
	Iteration 41Q: 3 clusters Score -611252.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -611264.250000 Penalty: 4230.542480
	Iteration 42Q: 3 clusters Score -611264.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -611274.500000 Penalty: 4230.542480
	Iteration 43Q: 3 clusters Score -611274.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -611285.250000 Penalty: 4230.542480
	Iteration 44Q: 3 clusters Score -611285.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -611301.500000 Penalty: 4230.542480
	Iteration 45Q: 3 clusters Score -611301.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -611315.187500 Penalty: 4230.542480
	Iteration 46Q: 3 clusters Score -611315.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -611334.125000 Penalty: 4230.542480
	Iteration 47Q: 3 clusters Score -611334.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -611350.125000 Penalty: 4230.542480
	Iteration 48Q: 3 clusters Score -611350.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -611362.125000 Penalty: 4230.542480
	Iteration 49Q: 3 clusters Score -611362.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -611379.687500 Penalty: 4230.542480
	Iteration 50Q: 3 clusters Score -611379.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -611391.812500 Penalty: 4230.542480
	Iteration 51Q: 3 clusters Score -611391.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -611404.437500 Penalty: 4230.542480
	Iteration 52Q: 3 clusters Score -611404.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -611419.125000 Penalty: 4230.542480
	Iteration 53Q: 3 clusters Score -611419.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -611438.375000 Penalty: 4230.542480
	Iteration 54Q: 3 clusters Score -611438.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -611458.562500 Penalty: 4230.542480
	Iteration 55Q: 3 clusters Score -611458.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -611480.437500 Penalty: 4230.542480
	Iteration 56Q: 3 clusters Score -611480.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -611491.062500 Penalty: 4230.542480
	Iteration 57Q: 3 clusters Score -611491.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -611502.187500 Penalty: 4230.542480
	Iteration 58Q: 3 clusters Score -611502.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -611514.062500 Penalty: 4230.542480
	Iteration 59Q: 3 clusters Score -611514.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -611530.187500 Penalty: 4230.542480
	Iteration 60F: 3 clusters Score -611530.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -611550.625000 Penalty: 4230.542480
	Iteration 61Q: 3 clusters Score -611550.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -611573.312500 Penalty: 4230.542480
	Iteration 62Q: 3 clusters Score -611573.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -611599.687500 Penalty: 4230.542480
	Iteration 63Q: 3 clusters Score -611599.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -611629.250000 Penalty: 4230.542480
	Iteration 64Q: 3 clusters Score -611629.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -611664.000000 Penalty: 4230.542480
	Iteration 65Q: 3 clusters Score -611664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -611689.187500 Penalty: 4230.542480
	Iteration 66Q: 3 clusters Score -611689.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -611701.187500 Penalty: 4230.542480
	Iteration 67Q: 3 clusters Score -611701.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -611710.562500 Penalty: 4230.542480
	Iteration 68Q: 3 clusters Score -611710.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -611715.687500 Penalty: 4230.542480
	Iteration 69Q: 3 clusters Score -611715.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -611717.812500 Penalty: 4230.542480
	Iteration 70Q: 3 clusters Score -611717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -611719.937500 Penalty: 4230.542480
	Iteration 71Q: 3 clusters Score -611719.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -611723.625000 Penalty: 4230.542480
	Iteration 72Q: 3 clusters Score -611723.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -611724.312500 Penalty: 4230.542480
	Iteration 73Q: 3 clusters Score -611724.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -611725.750000 Penalty: 4230.542480
	Iteration 74Q: 3 clusters Score -611725.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -611725.750000 Penalty: 4230.542480
	Iteration 75F: 3 clusters Score -611725.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Entering Unmasked Estep 
Score: -548166.750000 Penalty: 2098.339355
	Iteration 0F: 2 clusters Score -548166.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -543785.687500 Penalty: 4196.678711
	Iteration 0F: 3 clusters Score -543785.7 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -544944.250000 Penalty: 4196.678711
	Iteration 1F: 3 clusters Score -544944.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -545277.875000 Penalty: 4196.678711
	Iteration 2F: 3 clusters Score -545277.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -545545.312500 Penalty: 4196.678711
	Iteration 3F: 3 clusters Score -545545.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -545752.250000 Penalty: 4196.678711
	Iteration 4F: 3 clusters Score -545752.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -545925.000000 Penalty: 4196.678711
	Iteration 5Q: 3 clusters Score -545925 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -546061.187500 Penalty: 4196.678711
	Iteration 6Q: 3 clusters Score -546061.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -546162.625000 Penalty: 4196.678711
	Iteration 7Q: 3 clusters Score -546162.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -546248.000000 Penalty: 4196.678711
	Iteration 8Q: 3 clusters Score -546248 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -546322.062500 Penalty: 4196.678711
	Iteration 9Q: 3 clusters Score -546322.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -546378.687500 Penalty: 4196.678711
	Iteration 10Q: 3 clusters Score -546378.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -546429.875000 Penalty: 4196.678711
	Iteration 11Q: 3 clusters Score -546429.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -546476.250000 Penalty: 4196.678711
	Iteration 12Q: 3 clusters Score -546476.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -546517.000000 Penalty: 4196.678711
	Iteration 13Q: 3 clusters Score -546517 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -546538.000000 Penalty: 4196.678711
	Iteration 14Q: 3 clusters Score -546538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -546562.375000 Penalty: 4196.678711
	Iteration 15Q: 3 clusters Score -546562.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -546576.875000 Penalty: 4196.678711
	Iteration 16Q: 3 clusters Score -546576.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -546589.625000 Penalty: 4196.678711
	Iteration 17Q: 3 clusters Score -546589.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -546601.000000 Penalty: 4196.678711
	Iteration 18Q: 3 clusters Score -546601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -546610.000000 Penalty: 4196.678711
	Iteration 19Q: 3 clusters Score -546610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -546617.562500 Penalty: 4196.678711
	Iteration 20F: 3 clusters Score -546617.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -546630.500000 Penalty: 4196.678711
	Iteration 21Q: 3 clusters Score -546630.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -546642.000000 Penalty: 4196.678711
	Iteration 22Q: 3 clusters Score -546642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -546652.687500 Penalty: 4196.678711
	Iteration 23Q: 3 clusters Score -546652.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -546664.687500 Penalty: 4196.678711
	Iteration 24Q: 3 clusters Score -546664.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -546678.750000 Penalty: 4196.678711
	Iteration 25Q: 3 clusters Score -546678.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -546691.875000 Penalty: 4196.678711
	Iteration 26Q: 3 clusters Score -546691.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -546704.625000 Penalty: 4196.678711
	Iteration 27Q: 3 clusters Score -546704.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -546713.812500 Penalty: 4196.678711
	Iteration 28Q: 3 clusters Score -546713.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -546726.000000 Penalty: 4196.678711
	Iteration 29Q: 3 clusters Score -546726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -546737.437500 Penalty: 4196.678711
	Iteration 30Q: 3 clusters Score -546737.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -546745.750000 Penalty: 4196.678711
	Iteration 31Q: 3 clusters Score -546745.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -546754.687500 Penalty: 4196.678711
	Iteration 32Q: 3 clusters Score -546754.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -546761.125000 Penalty: 4196.678711
	Iteration 33Q: 3 clusters Score -546761.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -546766.062500 Penalty: 4196.678711
	Iteration 34Q: 3 clusters Score -546766.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -546771.187500 Penalty: 4196.678711
	Iteration 35Q: 3 clusters Score -546771.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -546773.250000 Penalty: 4196.678711
	Iteration 36Q: 3 clusters Score -546773.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -546774.875000 Penalty: 4196.678711
	Iteration 37Q: 3 clusters Score -546774.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -546777.125000 Penalty: 4196.678711
	Iteration 38Q: 3 clusters Score -546777.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -546778.375000 Penalty: 4196.678711
	Iteration 39Q: 3 clusters Score -546778.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -546779.312500 Penalty: 4196.678711
	Iteration 40F: 3 clusters Score -546779.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -546781.187500 Penalty: 4196.678711
	Iteration 41Q: 3 clusters Score -546781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -546780.812500 Penalty: 4196.678711
	Iteration 42Q: 3 clusters Score -546780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -546780.812500 Penalty: 4196.678711
	Iteration 43F: 3 clusters Score -546780.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Entering Unmasked Estep 
Score: -62901.015625 Penalty: 1598.144531
	Iteration 0F: 2 clusters Score -62901.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61385.406250 Penalty: 3196.289062
	Iteration 0F: 3 clusters Score -61385.41 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61632.531250 Penalty: 3196.289062
	Iteration 1F: 3 clusters Score -61632.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61696.511719 Penalty: 3196.289062
	Iteration 2Q: 3 clusters Score -61696.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61709.566406 Penalty: 3196.289062
	Iteration 3Q: 3 clusters Score -61709.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61717.968750 Penalty: 3196.289062
	Iteration 4Q: 3 clusters Score -61717.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61729.945312 Penalty: 3196.289062
	Iteration 5Q: 3 clusters Score -61729.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61736.859375 Penalty: 3196.289062
	Iteration 6Q: 3 clusters Score -61736.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61741.425781 Penalty: 3196.289062
	Iteration 7Q: 3 clusters Score -61741.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61759.316406 Penalty: 3196.289062
	Iteration 8Q: 3 clusters Score -61759.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61773.042969 Penalty: 3196.289062
	Iteration 9Q: 3 clusters Score -61773.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61781.601562 Penalty: 3196.289062
	Iteration 10Q: 3 clusters Score -61781.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61796.222656 Penalty: 3196.289062
	Iteration 11Q: 3 clusters Score -61796.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61802.773438 Penalty: 3196.289062
	Iteration 12Q: 3 clusters Score -61802.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61808.925781 Penalty: 3196.289062
	Iteration 13Q: 3 clusters Score -61808.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61815.628906 Penalty: 3196.289062
	Iteration 14Q: 3 clusters Score -61815.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61821.628906 Penalty: 3196.289062
	Iteration 15Q: 3 clusters Score -61821.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61825.328125 Penalty: 3196.289062
	Iteration 16Q: 3 clusters Score -61825.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61828.195312 Penalty: 3196.289062
	Iteration 17Q: 3 clusters Score -61828.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61828.195312 Penalty: 3196.289062
	Iteration 18F: 3 clusters Score -61828.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (227368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227368 members 
Entering Unmasked Estep 
Score: -27553808.000000 Penalty: 3058.912598
	Iteration 0F: 2 clusters Score -2.755381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113702 members 
Mstep: Class 2 contains 113666 members 
Entering Unmasked Estep 
Score: -27405928.000000 Penalty: 6117.825195
	Iteration 0F: 3 clusters Score -2.740593e+07 nChanged 109855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114117 members 
Mstep: Class 2 contains 113251 members 
Entering Unmasked Estep 
Score: -27473490.000000 Penalty: 6117.825195
	Iteration 1F: 3 clusters Score -2.747349e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113998 members 
Mstep: Class 2 contains 113370 members 
Entering Unmasked Estep 
Score: -27477024.000000 Penalty: 6117.825195
	Iteration 2Q: 3 clusters Score -2.747702e+07 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113966 members 
Mstep: Class 2 contains 113402 members 
Entering Unmasked Estep 
Score: -27482016.000000 Penalty: 6117.825195
	Iteration 3Q: 3 clusters Score -2.748202e+07 nChanged 12676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113646 members 
Mstep: Class 2 contains 113722 members 
Entering Unmasked Estep 
Score: -27489386.000000 Penalty: 6117.825195
	Iteration 4F: 3 clusters Score -2.748939e+07 nChanged 14345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112631 members 
Mstep: Class 2 contains 114737 members 
Entering Unmasked Estep 
Score: -27498442.000000 Penalty: 6117.825195
	Iteration 5F: 3 clusters Score -2.749844e+07 nChanged 15678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110883 members 
Mstep: Class 2 contains 116485 members 
Entering Unmasked Estep 
Score: -27509840.000000 Penalty: 6117.825195
	Iteration 6F: 3 clusters Score -2.750984e+07 nChanged 15279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109240 members 
Mstep: Class 2 contains 118128 members 
Entering Unmasked Estep 
Score: -27520004.000000 Penalty: 6117.825195
	Iteration 7F: 3 clusters Score -2.752e+07 nChanged 12098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107944 members 
Mstep: Class 2 contains 119424 members 
Entering Unmasked Estep 
Score: -27525602.000000 Penalty: 6117.825195
	Iteration 8F: 3 clusters Score -2.75256e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106887 members 
Mstep: Class 2 contains 120481 members 
Entering Unmasked Estep 
Score: -27527616.000000 Penalty: 6117.825195
	Iteration 9Q: 3 clusters Score -2.752762e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105772 members 
Mstep: Class 2 contains 121596 members 
Entering Unmasked Estep 
Score: -27528102.000000 Penalty: 6117.825195
	Iteration 10Q: 3 clusters Score -2.75281e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104578 members 
Mstep: Class 2 contains 122790 members 
Entering Unmasked Estep 
Score: -27528652.000000 Penalty: 6117.825195
	Iteration 11Q: 3 clusters Score -2.752865e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103209 members 
Mstep: Class 2 contains 124159 members 
Entering Unmasked Estep 
Score: -27529094.000000 Penalty: 6117.825195
	Iteration 12Q: 3 clusters Score -2.752909e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101776 members 
Mstep: Class 2 contains 125592 members 
Entering Unmasked Estep 
Score: -27529504.000000 Penalty: 6117.825195
	Iteration 13Q: 3 clusters Score -2.75295e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100229 members 
Mstep: Class 2 contains 127139 members 
Entering Unmasked Estep 
Score: -27529786.000000 Penalty: 6117.825195
	Iteration 14Q: 3 clusters Score -2.752979e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98518 members 
Mstep: Class 2 contains 128850 members 
Entering Unmasked Estep 
Score: -27530252.000000 Penalty: 6117.825195
	Iteration 15Q: 3 clusters Score -2.753025e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96653 members 
Mstep: Class 2 contains 130715 members 
Entering Unmasked Estep 
Score: -27530744.000000 Penalty: 6117.825195
	Iteration 16Q: 3 clusters Score -2.753074e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94679 members 
Mstep: Class 2 contains 132689 members 
Entering Unmasked Estep 
Score: -27531218.000000 Penalty: 6117.825195
	Iteration 17Q: 3 clusters Score -2.753122e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92632 members 
Mstep: Class 2 contains 134736 members 
Entering Unmasked Estep 
Score: -27531676.000000 Penalty: 6117.825195
	Iteration 18Q: 3 clusters Score -2.753168e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90494 members 
Mstep: Class 2 contains 136874 members 
Entering Unmasked Estep 
Score: -27532330.000000 Penalty: 6117.825195
	Iteration 19Q: 3 clusters Score -2.753233e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88258 members 
Mstep: Class 2 contains 139110 members 
Entering Unmasked Estep 
Score: -27532834.000000 Penalty: 6117.825195
	Iteration 20F: 3 clusters Score -2.753283e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85891 members 
Mstep: Class 2 contains 141477 members 
Entering Unmasked Estep 
Score: -27533640.000000 Penalty: 6117.825195
	Iteration 21Q: 3 clusters Score -2.753364e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83369 members 
Mstep: Class 2 contains 143999 members 
Entering Unmasked Estep 
Score: -27534404.000000 Penalty: 6117.825195
	Iteration 22Q: 3 clusters Score -2.75344e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 146631 members 
Entering Unmasked Estep 
Score: -27535124.000000 Penalty: 6117.825195
	Iteration 23Q: 3 clusters Score -2.753512e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 149444 members 
Entering Unmasked Estep 
Score: -27535872.000000 Penalty: 6117.825195
	Iteration 24Q: 3 clusters Score -2.753587e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 152343 members 
Entering Unmasked Estep 
Score: -27536590.000000 Penalty: 6117.825195
	Iteration 25Q: 3 clusters Score -2.753659e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72067 members 
Mstep: Class 2 contains 155301 members 
Entering Unmasked Estep 
Score: -27537396.000000 Penalty: 6117.825195
	Iteration 26Q: 3 clusters Score -2.75374e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 158203 members 
Entering Unmasked Estep 
Score: -27538328.000000 Penalty: 6117.825195
	Iteration 27Q: 3 clusters Score -2.753833e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 161051 members 
Entering Unmasked Estep 
Score: -27539074.000000 Penalty: 6117.825195
	Iteration 28Q: 3 clusters Score -2.753907e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 163778 members 
Entering Unmasked Estep 
Score: -27539752.000000 Penalty: 6117.825195
	Iteration 29Q: 3 clusters Score -2.753975e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60838 members 
Mstep: Class 2 contains 166530 members 
Entering Unmasked Estep 
Score: -27540480.000000 Penalty: 6117.825195
	Iteration 30Q: 3 clusters Score -2.754048e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 169263 members 
Entering Unmasked Estep 
Score: -27541248.000000 Penalty: 6117.825195
	Iteration 31Q: 3 clusters Score -2.754125e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 171870 members 
Entering Unmasked Estep 
Score: -27541826.000000 Penalty: 6117.825195
	Iteration 32Q: 3 clusters Score -2.754183e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 174364 members 
Entering Unmasked Estep 
Score: -27542450.000000 Penalty: 6117.825195
	Iteration 33Q: 3 clusters Score -2.754245e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 176777 members 
Entering Unmasked Estep 
Score: -27543030.000000 Penalty: 6117.825195
	Iteration 34Q: 3 clusters Score -2.754303e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 179223 members 
Entering Unmasked Estep 
Score: -27543530.000000 Penalty: 6117.825195
	Iteration 35Q: 3 clusters Score -2.754353e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 181649 members 
Entering Unmasked Estep 
Score: -27544152.000000 Penalty: 6117.825195
	Iteration 36Q: 3 clusters Score -2.754415e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 184014 members 
Entering Unmasked Estep 
Score: -27544702.000000 Penalty: 6117.825195
	Iteration 37Q: 3 clusters Score -2.75447e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 186317 members 
Entering Unmasked Estep 
Score: -27545218.000000 Penalty: 6117.825195
	Iteration 38Q: 3 clusters Score -2.754522e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 188697 members 
Entering Unmasked Estep 
Score: -27545768.000000 Penalty: 6117.825195
	Iteration 39Q: 3 clusters Score -2.754577e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 191059 members 
Entering Unmasked Estep 
Score: -27546338.000000 Penalty: 6117.825195
	Iteration 40F: 3 clusters Score -2.754634e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 193414 members 
Entering Unmasked Estep 
Score: -27546918.000000 Penalty: 6117.825195
	Iteration 41Q: 3 clusters Score -2.754692e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 195723 members 
Entering Unmasked Estep 
Score: -27547518.000000 Penalty: 6117.825195
	Iteration 42Q: 3 clusters Score -2.754752e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 197967 members 
Entering Unmasked Estep 
Score: -27547914.000000 Penalty: 6117.825195
	Iteration 43Q: 3 clusters Score -2.754791e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 200085 members 
Entering Unmasked Estep 
Score: -27548290.000000 Penalty: 6117.825195
	Iteration 44Q: 3 clusters Score -2.754829e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 202133 members 
Entering Unmasked Estep 
Score: -27548690.000000 Penalty: 6117.825195
	Iteration 45Q: 3 clusters Score -2.754869e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 204093 members 
Entering Unmasked Estep 
Score: -27549064.000000 Penalty: 6117.825195
	Iteration 46Q: 3 clusters Score -2.754906e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 206060 members 
Entering Unmasked Estep 
Score: -27549338.000000 Penalty: 6117.825195
	Iteration 47Q: 3 clusters Score -2.754934e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 207877 members 
Entering Unmasked Estep 
Score: -27549722.000000 Penalty: 6117.825195
	Iteration 48Q: 3 clusters Score -2.754972e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 209543 members 
Entering Unmasked Estep 
Score: -27549850.000000 Penalty: 6117.825195
	Iteration 49Q: 3 clusters Score -2.754985e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 211028 members 
Entering Unmasked Estep 
Score: -27550110.000000 Penalty: 6117.825195
	Iteration 50Q: 3 clusters Score -2.755011e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 212409 members 
Entering Unmasked Estep 
Score: -27550302.000000 Penalty: 6117.825195
	Iteration 51Q: 3 clusters Score -2.75503e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 213729 members 
Entering Unmasked Estep 
Score: -27550438.000000 Penalty: 6117.825195
	Iteration 52Q: 3 clusters Score -2.755044e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 214925 members 
Entering Unmasked Estep 
Score: -27550690.000000 Penalty: 6117.825195
	Iteration 53Q: 3 clusters Score -2.755069e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 216035 members 
Entering Unmasked Estep 
Score: -27550904.000000 Penalty: 6117.825195
	Iteration 54Q: 3 clusters Score -2.75509e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 217066 members 
Entering Unmasked Estep 
Score: -27551068.000000 Penalty: 6117.825195
	Iteration 55Q: 3 clusters Score -2.755107e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 217956 members 
Entering Unmasked Estep 
Score: -27551294.000000 Penalty: 6117.825195
	Iteration 56Q: 3 clusters Score -2.755129e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 218773 members 
Entering Unmasked Estep 
Score: -27551398.000000 Penalty: 6117.825195
	Iteration 57Q: 3 clusters Score -2.75514e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 219486 members 
Entering Unmasked Estep 
Score: -27551572.000000 Penalty: 6117.825195
	Iteration 58Q: 3 clusters Score -2.755157e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 220127 members 
Entering Unmasked Estep 
Score: -27551570.000000 Penalty: 6117.825195
	Iteration 59Q: 3 clusters Score -2.755157e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 220727 members 
Entering Unmasked Estep 
Score: -27551632.000000 Penalty: 6117.825195
	Iteration 60F: 3 clusters Score -2.755163e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 221254 members 
Entering Unmasked Estep 
Score: -27551658.000000 Penalty: 6117.825195
	Iteration 61Q: 3 clusters Score -2.755166e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 221680 members 
Entering Unmasked Estep 
Score: -27551722.000000 Penalty: 6117.825195
	Iteration 62Q: 3 clusters Score -2.755172e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 222059 members 
Entering Unmasked Estep 
Score: -27551718.000000 Penalty: 6117.825195
	Iteration 63Q: 3 clusters Score -2.755172e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 222403 members 
Entering Unmasked Estep 
Score: -27551736.000000 Penalty: 6117.825195
	Iteration 64Q: 3 clusters Score -2.755174e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 222720 members 
Entering Unmasked Estep 
Score: -27551812.000000 Penalty: 6117.825195
	Iteration 65Q: 3 clusters Score -2.755181e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 222989 members 
Entering Unmasked Estep 
Score: -27551840.000000 Penalty: 6117.825195
	Iteration 66Q: 3 clusters Score -2.755184e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 223226 members 
Entering Unmasked Estep 
Score: -27551858.000000 Penalty: 6117.825195
	Iteration 67Q: 3 clusters Score -2.755186e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 223433 members 
Entering Unmasked Estep 
Score: -27551912.000000 Penalty: 6117.825195
	Iteration 68Q: 3 clusters Score -2.755191e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 223609 members 
Entering Unmasked Estep 
Score: -27551932.000000 Penalty: 6117.825195
	Iteration 69Q: 3 clusters Score -2.755193e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 223766 members 
Entering Unmasked Estep 
Score: -27551926.000000 Penalty: 6117.825195
	Iteration 70Q: 3 clusters Score -2.755193e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 223919 members 
Entering Unmasked Estep 
Score: -27551956.000000 Penalty: 6117.825195
	Iteration 71Q: 3 clusters Score -2.755196e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 224051 members 
Entering Unmasked Estep 
Score: -27551952.000000 Penalty: 6117.825195
	Iteration 72Q: 3 clusters Score -2.755195e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 224147 members 
Entering Unmasked Estep 
Score: -27551976.000000 Penalty: 6117.825195
	Iteration 73Q: 3 clusters Score -2.755198e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 224243 members 
Entering Unmasked Estep 
Score: -27551988.000000 Penalty: 6117.825195
	Iteration 74Q: 3 clusters Score -2.755199e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 224320 members 
Entering Unmasked Estep 
Score: -27551994.000000 Penalty: 6117.825195
	Iteration 75Q: 3 clusters Score -2.755199e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 224393 members 
Entering Unmasked Estep 
Score: -27551976.000000 Penalty: 6117.825195
	Iteration 76Q: 3 clusters Score -2.755198e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 224462 members 
Entering Unmasked Estep 
Score: -27552010.000000 Penalty: 6117.825195
	Iteration 77Q: 3 clusters Score -2.755201e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 224520 members 
Entering Unmasked Estep 
Score: -27552032.000000 Penalty: 6117.825195
	Iteration 78Q: 3 clusters Score -2.755203e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 224566 members 
Entering Unmasked Estep 
Score: -27552032.000000 Penalty: 6117.825195
	Iteration 79Q: 3 clusters Score -2.755203e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 224609 members 
Entering Unmasked Estep 
Score: -27552034.000000 Penalty: 6117.825195
	Iteration 80F: 3 clusters Score -2.755203e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 224660 members 
Entering Unmasked Estep 
Score: -27552020.000000 Penalty: 6117.825195
	Iteration 81Q: 3 clusters Score -2.755202e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 224701 members 
Entering Unmasked Estep 
Score: -27551994.000000 Penalty: 6117.825195
	Iteration 82Q: 3 clusters Score -2.755199e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 224739 members 
Entering Unmasked Estep 
Score: -27552014.000000 Penalty: 6117.825195
	Iteration 83Q: 3 clusters Score -2.755201e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 224768 members 
Entering Unmasked Estep 
Score: -27552018.000000 Penalty: 6117.825195
	Iteration 84Q: 3 clusters Score -2.755202e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 224794 members 
Entering Unmasked Estep 
Score: -27552048.000000 Penalty: 6117.825195
	Iteration 85Q: 3 clusters Score -2.755205e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 224820 members 
Entering Unmasked Estep 
Score: -27552046.000000 Penalty: 6117.825195
	Iteration 86Q: 3 clusters Score -2.755205e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 224837 members 
Entering Unmasked Estep 
Score: -27552022.000000 Penalty: 6117.825195
	Iteration 87Q: 3 clusters Score -2.755202e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 224861 members 
Entering Unmasked Estep 
Score: -27552046.000000 Penalty: 6117.825195
	Iteration 88Q: 3 clusters Score -2.755205e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 224883 members 
Entering Unmasked Estep 
Score: -27552048.000000 Penalty: 6117.825195
	Iteration 89Q: 3 clusters Score -2.755205e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 224905 members 
Entering Unmasked Estep 
Score: -27552028.000000 Penalty: 6117.825195
	Iteration 90Q: 3 clusters Score -2.755203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 224927 members 
Entering Unmasked Estep 
Score: -27552040.000000 Penalty: 6117.825195
	Iteration 91Q: 3 clusters Score -2.755204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 224945 members 
Entering Unmasked Estep 
Score: -27552068.000000 Penalty: 6117.825195
	Iteration 92Q: 3 clusters Score -2.755207e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 224960 members 
Entering Unmasked Estep 
Score: -27552062.000000 Penalty: 6117.825195
	Iteration 93Q: 3 clusters Score -2.755206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 224976 members 
Entering Unmasked Estep 
Score: -27552064.000000 Penalty: 6117.825195
	Iteration 94Q: 3 clusters Score -2.755206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 224988 members 
Entering Unmasked Estep 
Score: -27552080.000000 Penalty: 6117.825195
	Iteration 95Q: 3 clusters Score -2.755208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 224996 members 
Entering Unmasked Estep 
Score: -27552076.000000 Penalty: 6117.825195
	Iteration 96Q: 3 clusters Score -2.755208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 225003 members 
Entering Unmasked Estep 
Score: -27552076.000000 Penalty: 6117.825195
	Iteration 97Q: 3 clusters Score -2.755208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 225004 members 
Entering Unmasked Estep 
Score: -27552082.000000 Penalty: 6117.825195
	Iteration 98Q: 3 clusters Score -2.755208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 225007 members 
Entering Unmasked Estep 
Score: -27552072.000000 Penalty: 6117.825195
	Iteration 99Q: 3 clusters Score -2.755207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 225009 members 
Entering Unmasked Estep 
Score: -27552084.000000 Penalty: 6117.825195
	Iteration 100F: 3 clusters Score -2.755208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 225011 members 
Entering Unmasked Estep 
Score: -27552084.000000 Penalty: 6117.825195
	Iteration 101Q: 3 clusters Score -2.755208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 225014 members 
Entering Unmasked Estep 
Score: -27552076.000000 Penalty: 6117.825195
	Iteration 102Q: 3 clusters Score -2.755208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 225018 members 
Entering Unmasked Estep 
Score: -27552074.000000 Penalty: 6117.825195
	Iteration 103Q: 3 clusters Score -2.755207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 225022 members 
Entering Unmasked Estep 
Score: -27552084.000000 Penalty: 6117.825195
	Iteration 104Q: 3 clusters Score -2.755208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 225025 members 
Entering Unmasked Estep 
Score: -27552086.000000 Penalty: 6117.825195
	Iteration 105Q: 3 clusters Score -2.755209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 225035 members 
Entering Unmasked Estep 
Score: -27552090.000000 Penalty: 6117.825195
	Iteration 106Q: 3 clusters Score -2.755209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 225049 members 
Entering Unmasked Estep 
Score: -27552080.000000 Penalty: 6117.825195
	Iteration 107Q: 3 clusters Score -2.755208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 225064 members 
Entering Unmasked Estep 
Score: -27552074.000000 Penalty: 6117.825195
	Iteration 108Q: 3 clusters Score -2.755207e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 225077 members 
Entering Unmasked Estep 
Score: -27552072.000000 Penalty: 6117.825195
	Iteration 109Q: 3 clusters Score -2.755207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 225089 members 
Entering Unmasked Estep 
Score: -27552078.000000 Penalty: 6117.825195
	Iteration 110Q: 3 clusters Score -2.755208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 225102 members 
Entering Unmasked Estep 
Score: -27552068.000000 Penalty: 6117.825195
	Iteration 111Q: 3 clusters Score -2.755207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 225111 members 
Entering Unmasked Estep 
Score: -27552082.000000 Penalty: 6117.825195
	Iteration 112Q: 3 clusters Score -2.755208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 225119 members 
Entering Unmasked Estep 
Score: -27552084.000000 Penalty: 6117.825195
	Iteration 113Q: 3 clusters Score -2.755208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 225125 members 
Entering Unmasked Estep 
Score: -27552108.000000 Penalty: 6117.825195
	Iteration 114Q: 3 clusters Score -2.755211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 225131 members 
Entering Unmasked Estep 
Score: -27552094.000000 Penalty: 6117.825195
	Iteration 115Q: 3 clusters Score -2.755209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 225138 members 
Entering Unmasked Estep 
Score: -27552100.000000 Penalty: 6117.825195
	Iteration 116Q: 3 clusters Score -2.75521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 225140 members 
Entering Unmasked Estep 
Score: -27552102.000000 Penalty: 6117.825195
	Iteration 117Q: 3 clusters Score -2.75521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 225142 members 
Entering Unmasked Estep 
Score: -27552106.000000 Penalty: 6117.825195
	Iteration 118Q: 3 clusters Score -2.755211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 225144 members 
Entering Unmasked Estep 
Score: -27552106.000000 Penalty: 6117.825195
	Iteration 119Q: 3 clusters Score -2.755211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 225147 members 
Entering Unmasked Estep 
Score: -27552108.000000 Penalty: 6117.825195
	Iteration 120F: 3 clusters Score -2.755211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 225151 members 
Entering Unmasked Estep 
Score: -27552098.000000 Penalty: 6117.825195
	Iteration 121Q: 3 clusters Score -2.75521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 225157 members 
Entering Unmasked Estep 
Score: -27552080.000000 Penalty: 6117.825195
	Iteration 122Q: 3 clusters Score -2.755208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 225161 members 
Entering Unmasked Estep 
Score: -27552100.000000 Penalty: 6117.825195
	Iteration 123Q: 3 clusters Score -2.75521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 225167 members 
Entering Unmasked Estep 
Score: -27552084.000000 Penalty: 6117.825195
	Iteration 124Q: 3 clusters Score -2.755208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 225172 members 
Entering Unmasked Estep 
Score: -27552080.000000 Penalty: 6117.825195
	Iteration 125Q: 3 clusters Score -2.755208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 225178 members 
Entering Unmasked Estep 
Score: -27552074.000000 Penalty: 6117.825195
	Iteration 126Q: 3 clusters Score -2.755207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 225179 members 
Entering Unmasked Estep 
Score: -27552070.000000 Penalty: 6117.825195
	Iteration 127Q: 3 clusters Score -2.755207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 225182 members 
Entering Unmasked Estep 
Score: -27552078.000000 Penalty: 6117.825195
	Iteration 128Q: 3 clusters Score -2.755208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 225184 members 
Entering Unmasked Estep 
Score: -27552090.000000 Penalty: 6117.825195
	Iteration 129Q: 3 clusters Score -2.755209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 225186 members 
Entering Unmasked Estep 
Score: -27552080.000000 Penalty: 6117.825195
	Iteration 130Q: 3 clusters Score -2.755208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 225186 members 
Entering Unmasked Estep 
Score: -27552080.000000 Penalty: 6117.825195
	Iteration 131F: 3 clusters Score -2.755208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -51955.261719 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -51955.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50429.746094 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -50429.75 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50803.523438 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -50803.52 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51268.046875 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -51268.05 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51647.316406 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -51647.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51802.582031 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -51802.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51926.402344 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -51926.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52073.277344 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -52073.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52122.957031 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -52122.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52148.070312 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -52148.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52195.117188 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -52195.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52238.886719 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -52238.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52238.886719 Penalty: 3184.317383
	Iteration 11F: 3 clusters Score -52238.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38308 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203499 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85130 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 11 contains 4727 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227368 members 
Mstep: Class 14 contains 372 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34060 members 
Mstep: Class 19 contains 46555 members 
Mstep: Class 21 contains 199519 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13097 members 
Entering Unmasked Estep 
Score: -104284472.000000 Penalty: 64462.460938
Splitting cluster 14 changes total score from -104286096.000000 to -104284472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Entering Unmasked Estep 
Score: -439326.843750 Penalty: 2050.199951
	Iteration 0F: 2 clusters Score -439326.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -435506.656250 Penalty: 4100.399902
	Iteration 0F: 3 clusters Score -435506.7 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -436453.062500 Penalty: 4100.399902
	Iteration 1F: 3 clusters Score -436453.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -436733.875000 Penalty: 4100.399902
	Iteration 2F: 3 clusters Score -436733.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -437035.156250 Penalty: 4100.399902
	Iteration 3F: 3 clusters Score -437035.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -437425.375000 Penalty: 4100.399902
	Iteration 4F: 3 clusters Score -437425.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -437769.968750 Penalty: 4100.399902
	Iteration 5F: 3 clusters Score -437770 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -437999.812500 Penalty: 4100.399902
	Iteration 6F: 3 clusters Score -437999.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -438134.718750 Penalty: 4100.399902
	Iteration 7Q: 3 clusters Score -438134.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -438204.968750 Penalty: 4100.399902
	Iteration 8Q: 3 clusters Score -438205 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -438243.968750 Penalty: 4100.399902
	Iteration 9Q: 3 clusters Score -438244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -438266.250000 Penalty: 4100.399902
	Iteration 10Q: 3 clusters Score -438266.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -438276.750000 Penalty: 4100.399902
	Iteration 11Q: 3 clusters Score -438276.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -438285.875000 Penalty: 4100.399902
	Iteration 12Q: 3 clusters Score -438285.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -438292.906250 Penalty: 4100.399902
	Iteration 13Q: 3 clusters Score -438292.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -438295.437500 Penalty: 4100.399902
	Iteration 14Q: 3 clusters Score -438295.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -438297.156250 Penalty: 4100.399902
	Iteration 15Q: 3 clusters Score -438297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -438298.250000 Penalty: 4100.399902
	Iteration 16Q: 3 clusters Score -438298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -438300.375000 Penalty: 4100.399902
	Iteration 17Q: 3 clusters Score -438300.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -438300.500000 Penalty: 4100.399902
	Iteration 18Q: 3 clusters Score -438300.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -438300.500000 Penalty: 4100.399902
	Iteration 19F: 3 clusters Score -438300.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Entering Unmasked Estep 
Score: -4201092.000000 Penalty: 2588.097900
	Iteration 0F: 2 clusters Score -4201092 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 17003 members 
Entering Unmasked Estep 
Score: -4177851.000000 Penalty: 5176.195801
	Iteration 0F: 3 clusters Score -4177851 nChanged 15432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -4186449.750000 Penalty: 5176.195801
	Iteration 1F: 3 clusters Score -4186450 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4187389.500000 Penalty: 5176.195801
	Iteration 2F: 3 clusters Score -4187390 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -4188499.750000 Penalty: 5176.195801
	Iteration 3F: 3 clusters Score -4188500 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -4189830.000000 Penalty: 5176.195801
	Iteration 4F: 3 clusters Score -4189830 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -4191489.750000 Penalty: 5176.195801
	Iteration 5F: 3 clusters Score -4191490 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -4193538.500000 Penalty: 5176.195801
	Iteration 6F: 3 clusters Score -4193538 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -4195379.000000 Penalty: 5176.195801
	Iteration 7F: 3 clusters Score -4195379 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -4196447.000000 Penalty: 5176.195801
	Iteration 8F: 3 clusters Score -4196447 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -4196861.000000 Penalty: 5176.195801
	Iteration 9Q: 3 clusters Score -4196861 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -4197011.000000 Penalty: 5176.195801
	Iteration 10Q: 3 clusters Score -4197011 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -4197110.500000 Penalty: 5176.195801
	Iteration 11Q: 3 clusters Score -4197110 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -4197180.000000 Penalty: 5176.195801
	Iteration 12Q: 3 clusters Score -4197180 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -4197225.500000 Penalty: 5176.195801
	Iteration 13Q: 3 clusters Score -4197226 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -4197277.500000 Penalty: 5176.195801
	Iteration 14Q: 3 clusters Score -4197278 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -4197336.000000 Penalty: 5176.195801
	Iteration 15Q: 3 clusters Score -4197336 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -4197374.000000 Penalty: 5176.195801
	Iteration 16Q: 3 clusters Score -4197374 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -4197428.000000 Penalty: 5176.195801
	Iteration 17Q: 3 clusters Score -4197428 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -4197474.500000 Penalty: 5176.195801
	Iteration 18Q: 3 clusters Score -4197474 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -4197512.000000 Penalty: 5176.195801
	Iteration 19Q: 3 clusters Score -4197512 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -4197554.000000 Penalty: 5176.195801
	Iteration 20F: 3 clusters Score -4197554 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -4197606.000000 Penalty: 5176.195801
	Iteration 21Q: 3 clusters Score -4197606 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -4197630.500000 Penalty: 5176.195801
	Iteration 22Q: 3 clusters Score -4197630 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -4197652.000000 Penalty: 5176.195801
	Iteration 23Q: 3 clusters Score -4197652 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -4197676.500000 Penalty: 5176.195801
	Iteration 24Q: 3 clusters Score -4197676 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -4197707.500000 Penalty: 5176.195801
	Iteration 25Q: 3 clusters Score -4197708 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -4197738.000000 Penalty: 5176.195801
	Iteration 26Q: 3 clusters Score -4197738 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -4197741.000000 Penalty: 5176.195801
	Iteration 27Q: 3 clusters Score -4197741 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -4197765.500000 Penalty: 5176.195801
	Iteration 28Q: 3 clusters Score -4197766 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -4197783.500000 Penalty: 5176.195801
	Iteration 29Q: 3 clusters Score -4197784 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -4197807.000000 Penalty: 5176.195801
	Iteration 30Q: 3 clusters Score -4197807 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -4197838.000000 Penalty: 5176.195801
	Iteration 31Q: 3 clusters Score -4197838 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -4197863.000000 Penalty: 5176.195801
	Iteration 32Q: 3 clusters Score -4197863 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -4197868.500000 Penalty: 5176.195801
	Iteration 33Q: 3 clusters Score -4197868 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -4197905.000000 Penalty: 5176.195801
	Iteration 34Q: 3 clusters Score -4197905 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -4197923.000000 Penalty: 5176.195801
	Iteration 35Q: 3 clusters Score -4197923 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -4197948.000000 Penalty: 5176.195801
	Iteration 36Q: 3 clusters Score -4197948 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -4197988.500000 Penalty: 5176.195801
	Iteration 37Q: 3 clusters Score -4197988 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -4198033.500000 Penalty: 5176.195801
	Iteration 38Q: 3 clusters Score -4198034 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -4198064.500000 Penalty: 5176.195801
	Iteration 39Q: 3 clusters Score -4198064 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -4198093.000000 Penalty: 5176.195801
	Iteration 40F: 3 clusters Score -4198093 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -4198141.500000 Penalty: 5176.195801
	Iteration 41Q: 3 clusters Score -4198142 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -4198154.000000 Penalty: 5176.195801
	Iteration 42Q: 3 clusters Score -4198154 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -4198200.000000 Penalty: 5176.195801
	Iteration 43Q: 3 clusters Score -4198200 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -4198235.000000 Penalty: 5176.195801
	Iteration 44Q: 3 clusters Score -4198235 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -4198257.500000 Penalty: 5176.195801
	Iteration 45Q: 3 clusters Score -4198258 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -4198284.500000 Penalty: 5176.195801
	Iteration 46Q: 3 clusters Score -4198284 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -4198326.000000 Penalty: 5176.195801
	Iteration 47Q: 3 clusters Score -4198326 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -4198358.000000 Penalty: 5176.195801
	Iteration 48Q: 3 clusters Score -4198358 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -4198390.500000 Penalty: 5176.195801
	Iteration 49Q: 3 clusters Score -4198390 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -4198439.000000 Penalty: 5176.195801
	Iteration 50Q: 3 clusters Score -4198439 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -4198482.500000 Penalty: 5176.195801
	Iteration 51Q: 3 clusters Score -4198482 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -4198524.000000 Penalty: 5176.195801
	Iteration 52Q: 3 clusters Score -4198524 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -4198563.000000 Penalty: 5176.195801
	Iteration 53Q: 3 clusters Score -4198563 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -4198596.500000 Penalty: 5176.195801
	Iteration 54Q: 3 clusters Score -4198596 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -4198618.000000 Penalty: 5176.195801
	Iteration 55Q: 3 clusters Score -4198618 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -4198637.500000 Penalty: 5176.195801
	Iteration 56Q: 3 clusters Score -4198638 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -4198670.500000 Penalty: 5176.195801
	Iteration 57Q: 3 clusters Score -4198670 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -4198695.000000 Penalty: 5176.195801
	Iteration 58Q: 3 clusters Score -4198695 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -4198717.500000 Penalty: 5176.195801
	Iteration 59Q: 3 clusters Score -4198718 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -4198744.500000 Penalty: 5176.195801
	Iteration 60F: 3 clusters Score -4198744 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -4198764.500000 Penalty: 5176.195801
	Iteration 61Q: 3 clusters Score -4198764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -4198783.000000 Penalty: 5176.195801
	Iteration 62Q: 3 clusters Score -4198783 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -4198796.000000 Penalty: 5176.195801
	Iteration 63Q: 3 clusters Score -4198796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -4198804.500000 Penalty: 5176.195801
	Iteration 64Q: 3 clusters Score -4198804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -4198816.500000 Penalty: 5176.195801
	Iteration 65Q: 3 clusters Score -4198816 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -4198829.000000 Penalty: 5176.195801
	Iteration 66Q: 3 clusters Score -4198829 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -4198847.000000 Penalty: 5176.195801
	Iteration 67Q: 3 clusters Score -4198847 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -4198849.500000 Penalty: 5176.195801
	Iteration 68Q: 3 clusters Score -4198850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -4198865.000000 Penalty: 5176.195801
	Iteration 69Q: 3 clusters Score -4198865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -4198873.000000 Penalty: 5176.195801
	Iteration 70Q: 3 clusters Score -4198873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -4198879.500000 Penalty: 5176.195801
	Iteration 71Q: 3 clusters Score -4198880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -4198882.000000 Penalty: 5176.195801
	Iteration 72Q: 3 clusters Score -4198882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -4198879.000000 Penalty: 5176.195801
	Iteration 73Q: 3 clusters Score -4198879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -4198886.000000 Penalty: 5176.195801
	Iteration 74Q: 3 clusters Score -4198886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -4198886.000000 Penalty: 5176.195801
	Iteration 75Q: 3 clusters Score -4198886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -4198898.500000 Penalty: 5176.195801
	Iteration 76Q: 3 clusters Score -4198898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -4198900.500000 Penalty: 5176.195801
	Iteration 77Q: 3 clusters Score -4198900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -4198899.500000 Penalty: 5176.195801
	Iteration 78Q: 3 clusters Score -4198900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -4198904.000000 Penalty: 5176.195801
	Iteration 79Q: 3 clusters Score -4198904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -4198901.500000 Penalty: 5176.195801
	Iteration 80F: 3 clusters Score -4198902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -4198916.500000 Penalty: 5176.195801
	Iteration 81Q: 3 clusters Score -4198916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -4198922.000000 Penalty: 5176.195801
	Iteration 82Q: 3 clusters Score -4198922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -4198914.000000 Penalty: 5176.195801
	Iteration 83Q: 3 clusters Score -4198914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -4198921.000000 Penalty: 5176.195801
	Iteration 84Q: 3 clusters Score -4198921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -4198929.500000 Penalty: 5176.195801
	Iteration 85Q: 3 clusters Score -4198930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -4198931.000000 Penalty: 5176.195801
	Iteration 86Q: 3 clusters Score -4198931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -4198933.000000 Penalty: 5176.195801
	Iteration 87Q: 3 clusters Score -4198933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -4198940.000000 Penalty: 5176.195801
	Iteration 88Q: 3 clusters Score -4198940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -4198939.500000 Penalty: 5176.195801
	Iteration 89Q: 3 clusters Score -4198940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -4198941.500000 Penalty: 5176.195801
	Iteration 90Q: 3 clusters Score -4198942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -4198953.500000 Penalty: 5176.195801
	Iteration 91Q: 3 clusters Score -4198954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -4198951.000000 Penalty: 5176.195801
	Iteration 92Q: 3 clusters Score -4198951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -4198966.000000 Penalty: 5176.195801
	Iteration 93Q: 3 clusters Score -4198966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -4198974.500000 Penalty: 5176.195801
	Iteration 94Q: 3 clusters Score -4198974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -4198983.000000 Penalty: 5176.195801
	Iteration 95Q: 3 clusters Score -4198983 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -4198989.000000 Penalty: 5176.195801
	Iteration 96Q: 3 clusters Score -4198989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -4199001.000000 Penalty: 5176.195801
	Iteration 97Q: 3 clusters Score -4199001 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -4199015.500000 Penalty: 5176.195801
	Iteration 98Q: 3 clusters Score -4199016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -4199017.500000 Penalty: 5176.195801
	Iteration 99Q: 3 clusters Score -4199018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -4199021.000000 Penalty: 5176.195801
	Iteration 100F: 3 clusters Score -4199021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -4199032.500000 Penalty: 5176.195801
	Iteration 101Q: 3 clusters Score -4199032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -4199037.500000 Penalty: 5176.195801
	Iteration 102Q: 3 clusters Score -4199038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -4199036.500000 Penalty: 5176.195801
	Iteration 103Q: 3 clusters Score -4199036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -4199046.000000 Penalty: 5176.195801
	Iteration 104Q: 3 clusters Score -4199046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -4199043.000000 Penalty: 5176.195801
	Iteration 105Q: 3 clusters Score -4199043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -4199050.500000 Penalty: 5176.195801
	Iteration 106Q: 3 clusters Score -4199050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -4199050.500000 Penalty: 5176.195801
	Iteration 107Q: 3 clusters Score -4199050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -4199047.500000 Penalty: 5176.195801
	Iteration 108Q: 3 clusters Score -4199048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -4199050.000000 Penalty: 5176.195801
	Iteration 109Q: 3 clusters Score -4199050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -4199048.500000 Penalty: 5176.195801
	Iteration 110Q: 3 clusters Score -4199048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -4199052.000000 Penalty: 5176.195801
	Iteration 111Q: 3 clusters Score -4199052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -4199055.000000 Penalty: 5176.195801
	Iteration 112Q: 3 clusters Score -4199055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -4199056.000000 Penalty: 5176.195801
	Iteration 113Q: 3 clusters Score -4199056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -4199053.500000 Penalty: 5176.195801
	Iteration 114Q: 3 clusters Score -4199054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -4199062.500000 Penalty: 5176.195801
	Iteration 115Q: 3 clusters Score -4199062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -4199064.000000 Penalty: 5176.195801
	Iteration 116Q: 3 clusters Score -4199064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -4199071.000000 Penalty: 5176.195801
	Iteration 117Q: 3 clusters Score -4199071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -4199072.000000 Penalty: 5176.195801
	Iteration 118Q: 3 clusters Score -4199072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -4199068.500000 Penalty: 5176.195801
	Iteration 119Q: 3 clusters Score -4199068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -4199072.500000 Penalty: 5176.195801
	Iteration 120F: 3 clusters Score -4199072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -4199075.500000 Penalty: 5176.195801
	Iteration 121Q: 3 clusters Score -4199076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -4199071.500000 Penalty: 5176.195801
	Iteration 122Q: 3 clusters Score -4199072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -4199070.500000 Penalty: 5176.195801
	Iteration 123Q: 3 clusters Score -4199070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -4199073.500000 Penalty: 5176.195801
	Iteration 124Q: 3 clusters Score -4199074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -4199073.500000 Penalty: 5176.195801
	Iteration 125Q: 3 clusters Score -4199074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -4199074.500000 Penalty: 5176.195801
	Iteration 126Q: 3 clusters Score -4199074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -4199078.000000 Penalty: 5176.195801
	Iteration 127Q: 3 clusters Score -4199078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -4199077.500000 Penalty: 5176.195801
	Iteration 128Q: 3 clusters Score -4199078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4199081.000000 Penalty: 5176.195801
	Iteration 129Q: 3 clusters Score -4199081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -4199084.000000 Penalty: 5176.195801
	Iteration 130Q: 3 clusters Score -4199084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -4199081.000000 Penalty: 5176.195801
	Iteration 131Q: 3 clusters Score -4199081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -4199082.500000 Penalty: 5176.195801
	Iteration 132Q: 3 clusters Score -4199082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -4199079.000000 Penalty: 5176.195801
	Iteration 133Q: 3 clusters Score -4199079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -4199074.500000 Penalty: 5176.195801
	Iteration 134Q: 3 clusters Score -4199074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -4199076.000000 Penalty: 5176.195801
	Iteration 135Q: 3 clusters Score -4199076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -4199074.000000 Penalty: 5176.195801
	Iteration 136Q: 3 clusters Score -4199074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -4199077.500000 Penalty: 5176.195801
	Iteration 137Q: 3 clusters Score -4199078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -4199078.500000 Penalty: 5176.195801
	Iteration 138Q: 3 clusters Score -4199078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -4199078.500000 Penalty: 5176.195801
	Iteration 139F: 3 clusters Score -4199078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Entering Unmasked Estep 
Score: -5503055.500000 Penalty: 2665.600586
	Iteration 0F: 2 clusters Score -5503056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -5471771.500000 Penalty: 5331.201172
	Iteration 0F: 3 clusters Score -5471772 nChanged 21479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -5483461.500000 Penalty: 5331.201172
	Iteration 1F: 3 clusters Score -5483462 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -5483877.500000 Penalty: 5331.201172
	Iteration 2Q: 3 clusters Score -5483878 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -5484217.500000 Penalty: 5331.201172
	Iteration 3Q: 3 clusters Score -5484218 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -5484552.500000 Penalty: 5331.201172
	Iteration 4Q: 3 clusters Score -5484552 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -5484856.000000 Penalty: 5331.201172
	Iteration 5Q: 3 clusters Score -5484856 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -5485351.500000 Penalty: 5331.201172
	Iteration 6Q: 3 clusters Score -5485352 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -5486062.000000 Penalty: 5331.201172
	Iteration 7Q: 3 clusters Score -5486062 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -5487142.500000 Penalty: 5331.201172
	Iteration 8Q: 3 clusters Score -5487142 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -5488833.500000 Penalty: 5331.201172
	Iteration 9F: 3 clusters Score -5488834 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -5491428.500000 Penalty: 5331.201172
	Iteration 10F: 3 clusters Score -5491428 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -5494774.500000 Penalty: 5331.201172
	Iteration 11F: 3 clusters Score -5494774 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -5497806.500000 Penalty: 5331.201172
	Iteration 12F: 3 clusters Score -5497806 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -5499575.500000 Penalty: 5331.201172
	Iteration 13Q: 3 clusters Score -5499576 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -5500243.000000 Penalty: 5331.201172
	Iteration 14Q: 3 clusters Score -5500243 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -5500480.500000 Penalty: 5331.201172
	Iteration 15Q: 3 clusters Score -5500480 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -5500575.000000 Penalty: 5331.201172
	Iteration 16Q: 3 clusters Score -5500575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -5500615.000000 Penalty: 5331.201172
	Iteration 17Q: 3 clusters Score -5500615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -5500650.500000 Penalty: 5331.201172
	Iteration 18Q: 3 clusters Score -5500650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -5500680.500000 Penalty: 5331.201172
	Iteration 19Q: 3 clusters Score -5500680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -5500700.500000 Penalty: 5331.201172
	Iteration 20F: 3 clusters Score -5500700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -5500720.500000 Penalty: 5331.201172
	Iteration 21Q: 3 clusters Score -5500720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -5500733.500000 Penalty: 5331.201172
	Iteration 22Q: 3 clusters Score -5500734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -5500734.500000 Penalty: 5331.201172
	Iteration 23Q: 3 clusters Score -5500734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -5500734.500000 Penalty: 5331.201172
	Iteration 24Q: 3 clusters Score -5500734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -5500734.500000 Penalty: 5331.201172
	Iteration 25F: 3 clusters Score -5500734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (199519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199519 members 
Entering Unmasked Estep 
Score: -24288852.000000 Penalty: 3026.508789
	Iteration 0F: 2 clusters Score -2.428885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99777 members 
Mstep: Class 2 contains 99742 members 
Entering Unmasked Estep 
Score: -24157074.000000 Penalty: 6053.017578
	Iteration 0F: 3 clusters Score -2.415707e+07 nChanged 96001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100538 members 
Mstep: Class 2 contains 98981 members 
Entering Unmasked Estep 
Score: -24212638.000000 Penalty: 6053.017578
	Iteration 1F: 3 clusters Score -2.421264e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100858 members 
Mstep: Class 2 contains 98661 members 
Entering Unmasked Estep 
Score: -24213322.000000 Penalty: 6053.017578
	Iteration 2Q: 3 clusters Score -2.421332e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101303 members 
Mstep: Class 2 contains 98216 members 
Entering Unmasked Estep 
Score: -24214472.000000 Penalty: 6053.017578
	Iteration 3Q: 3 clusters Score -2.421447e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101896 members 
Mstep: Class 2 contains 97623 members 
Entering Unmasked Estep 
Score: -24215998.000000 Penalty: 6053.017578
	Iteration 4Q: 3 clusters Score -2.4216e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102592 members 
Mstep: Class 2 contains 96927 members 
Entering Unmasked Estep 
Score: -24218228.000000 Penalty: 6053.017578
	Iteration 5Q: 3 clusters Score -2.421823e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103405 members 
Mstep: Class 2 contains 96114 members 
Entering Unmasked Estep 
Score: -24221070.000000 Penalty: 6053.017578
	Iteration 6Q: 3 clusters Score -2.422107e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104069 members 
Mstep: Class 2 contains 95450 members 
Entering Unmasked Estep 
Score: -24225218.000000 Penalty: 6053.017578
	Iteration 7Q: 3 clusters Score -2.422522e+07 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104217 members 
Mstep: Class 2 contains 95302 members 
Entering Unmasked Estep 
Score: -24232142.000000 Penalty: 6053.017578
	Iteration 8F: 3 clusters Score -2.423214e+07 nChanged 13162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103403 members 
Mstep: Class 2 contains 96116 members 
Entering Unmasked Estep 
Score: -24242074.000000 Penalty: 6053.017578
	Iteration 9F: 3 clusters Score -2.424207e+07 nChanged 14479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 97765 members 
Entering Unmasked Estep 
Score: -24253476.000000 Penalty: 6053.017578
	Iteration 10F: 3 clusters Score -2.425348e+07 nChanged 13269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99875 members 
Mstep: Class 2 contains 99644 members 
Entering Unmasked Estep 
Score: -24261868.000000 Penalty: 6053.017578
	Iteration 11F: 3 clusters Score -2.426187e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98454 members 
Mstep: Class 2 contains 101065 members 
Entering Unmasked Estep 
Score: -24265228.000000 Penalty: 6053.017578
	Iteration 12Q: 3 clusters Score -2.426523e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Mstep: Class 2 contains 102307 members 
Entering Unmasked Estep 
Score: -24266550.000000 Penalty: 6053.017578
	Iteration 13Q: 3 clusters Score -2.426655e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95964 members 
Mstep: Class 2 contains 103555 members 
Entering Unmasked Estep 
Score: -24267306.000000 Penalty: 6053.017578
	Iteration 14Q: 3 clusters Score -2.426731e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94723 members 
Mstep: Class 2 contains 104796 members 
Entering Unmasked Estep 
Score: -24268136.000000 Penalty: 6053.017578
	Iteration 15Q: 3 clusters Score -2.426814e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93500 members 
Mstep: Class 2 contains 106019 members 
Entering Unmasked Estep 
Score: -24268804.000000 Penalty: 6053.017578
	Iteration 16Q: 3 clusters Score -2.42688e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92257 members 
Mstep: Class 2 contains 107262 members 
Entering Unmasked Estep 
Score: -24269596.000000 Penalty: 6053.017578
	Iteration 17Q: 3 clusters Score -2.42696e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91000 members 
Mstep: Class 2 contains 108519 members 
Entering Unmasked Estep 
Score: -24270054.000000 Penalty: 6053.017578
	Iteration 18Q: 3 clusters Score -2.427005e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89780 members 
Mstep: Class 2 contains 109739 members 
Entering Unmasked Estep 
Score: -24270442.000000 Penalty: 6053.017578
	Iteration 19Q: 3 clusters Score -2.427044e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88613 members 
Mstep: Class 2 contains 110906 members 
Entering Unmasked Estep 
Score: -24270766.000000 Penalty: 6053.017578
	Iteration 20F: 3 clusters Score -2.427077e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87472 members 
Mstep: Class 2 contains 112047 members 
Entering Unmasked Estep 
Score: -24270916.000000 Penalty: 6053.017578
	Iteration 21Q: 3 clusters Score -2.427092e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86390 members 
Mstep: Class 2 contains 113129 members 
Entering Unmasked Estep 
Score: -24271202.000000 Penalty: 6053.017578
	Iteration 22Q: 3 clusters Score -2.42712e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85206 members 
Mstep: Class 2 contains 114313 members 
Entering Unmasked Estep 
Score: -24271486.000000 Penalty: 6053.017578
	Iteration 23Q: 3 clusters Score -2.427149e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 115477 members 
Entering Unmasked Estep 
Score: -24271672.000000 Penalty: 6053.017578
	Iteration 24Q: 3 clusters Score -2.427167e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82917 members 
Mstep: Class 2 contains 116602 members 
Entering Unmasked Estep 
Score: -24271920.000000 Penalty: 6053.017578
	Iteration 25Q: 3 clusters Score -2.427192e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81806 members 
Mstep: Class 2 contains 117713 members 
Entering Unmasked Estep 
Score: -24272120.000000 Penalty: 6053.017578
	Iteration 26Q: 3 clusters Score -2.427212e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80661 members 
Mstep: Class 2 contains 118858 members 
Entering Unmasked Estep 
Score: -24272160.000000 Penalty: 6053.017578
	Iteration 27Q: 3 clusters Score -2.427216e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 120024 members 
Entering Unmasked Estep 
Score: -24272258.000000 Penalty: 6053.017578
	Iteration 28Q: 3 clusters Score -2.427226e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78244 members 
Mstep: Class 2 contains 121275 members 
Entering Unmasked Estep 
Score: -24272240.000000 Penalty: 6053.017578
	Iteration 29Q: 3 clusters Score -2.427224e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76992 members 
Mstep: Class 2 contains 122527 members 
Entering Unmasked Estep 
Score: -24272386.000000 Penalty: 6053.017578
	Iteration 30Q: 3 clusters Score -2.427239e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 123841 members 
Entering Unmasked Estep 
Score: -24272610.000000 Penalty: 6053.017578
	Iteration 31Q: 3 clusters Score -2.427261e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 125244 members 
Entering Unmasked Estep 
Score: -24272848.000000 Penalty: 6053.017578
	Iteration 32Q: 3 clusters Score -2.427285e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 126684 members 
Entering Unmasked Estep 
Score: -24273040.000000 Penalty: 6053.017578
	Iteration 33Q: 3 clusters Score -2.427304e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71376 members 
Mstep: Class 2 contains 128143 members 
Entering Unmasked Estep 
Score: -24273180.000000 Penalty: 6053.017578
	Iteration 34Q: 3 clusters Score -2.427318e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69852 members 
Mstep: Class 2 contains 129667 members 
Entering Unmasked Estep 
Score: -24273450.000000 Penalty: 6053.017578
	Iteration 35Q: 3 clusters Score -2.427345e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 131230 members 
Entering Unmasked Estep 
Score: -24273732.000000 Penalty: 6053.017578
	Iteration 36Q: 3 clusters Score -2.427373e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 132804 members 
Entering Unmasked Estep 
Score: -24273968.000000 Penalty: 6053.017578
	Iteration 37Q: 3 clusters Score -2.427397e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 134451 members 
Entering Unmasked Estep 
Score: -24274254.000000 Penalty: 6053.017578
	Iteration 38Q: 3 clusters Score -2.427425e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 136175 members 
Entering Unmasked Estep 
Score: -24274644.000000 Penalty: 6053.017578
	Iteration 39Q: 3 clusters Score -2.427464e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 138014 members 
Entering Unmasked Estep 
Score: -24275024.000000 Penalty: 6053.017578
	Iteration 40F: 3 clusters Score -2.427502e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 139877 members 
Entering Unmasked Estep 
Score: -24275494.000000 Penalty: 6053.017578
	Iteration 41Q: 3 clusters Score -2.427549e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 141789 members 
Entering Unmasked Estep 
Score: -24275902.000000 Penalty: 6053.017578
	Iteration 42Q: 3 clusters Score -2.42759e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 143740 members 
Entering Unmasked Estep 
Score: -24276376.000000 Penalty: 6053.017578
	Iteration 43Q: 3 clusters Score -2.427638e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 145765 members 
Entering Unmasked Estep 
Score: -24276896.000000 Penalty: 6053.017578
	Iteration 44Q: 3 clusters Score -2.42769e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 147789 members 
Entering Unmasked Estep 
Score: -24277274.000000 Penalty: 6053.017578
	Iteration 45Q: 3 clusters Score -2.427727e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 149844 members 
Entering Unmasked Estep 
Score: -24277698.000000 Penalty: 6053.017578
	Iteration 46Q: 3 clusters Score -2.42777e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 151924 members 
Entering Unmasked Estep 
Score: -24278160.000000 Penalty: 6053.017578
	Iteration 47Q: 3 clusters Score -2.427816e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 153937 members 
Entering Unmasked Estep 
Score: -24278604.000000 Penalty: 6053.017578
	Iteration 48Q: 3 clusters Score -2.42786e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 155950 members 
Entering Unmasked Estep 
Score: -24278972.000000 Penalty: 6053.017578
	Iteration 49Q: 3 clusters Score -2.427897e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 157881 members 
Entering Unmasked Estep 
Score: -24279388.000000 Penalty: 6053.017578
	Iteration 50Q: 3 clusters Score -2.427939e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 159820 members 
Entering Unmasked Estep 
Score: -24279760.000000 Penalty: 6053.017578
	Iteration 51Q: 3 clusters Score -2.427976e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 161669 members 
Entering Unmasked Estep 
Score: -24280204.000000 Penalty: 6053.017578
	Iteration 52Q: 3 clusters Score -2.42802e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 163496 members 
Entering Unmasked Estep 
Score: -24280680.000000 Penalty: 6053.017578
	Iteration 53Q: 3 clusters Score -2.428068e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 165232 members 
Entering Unmasked Estep 
Score: -24280998.000000 Penalty: 6053.017578
	Iteration 54Q: 3 clusters Score -2.4281e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 166895 members 
Entering Unmasked Estep 
Score: -24281450.000000 Penalty: 6053.017578
	Iteration 55Q: 3 clusters Score -2.428145e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 168569 members 
Entering Unmasked Estep 
Score: -24281716.000000 Penalty: 6053.017578
	Iteration 56Q: 3 clusters Score -2.428172e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 170192 members 
Entering Unmasked Estep 
Score: -24282048.000000 Penalty: 6053.017578
	Iteration 57Q: 3 clusters Score -2.428205e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 171812 members 
Entering Unmasked Estep 
Score: -24282398.000000 Penalty: 6053.017578
	Iteration 58Q: 3 clusters Score -2.42824e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 173375 members 
Entering Unmasked Estep 
Score: -24282788.000000 Penalty: 6053.017578
	Iteration 59Q: 3 clusters Score -2.428279e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 174924 members 
Entering Unmasked Estep 
Score: -24283044.000000 Penalty: 6053.017578
	Iteration 60F: 3 clusters Score -2.428304e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 176403 members 
Entering Unmasked Estep 
Score: -24283424.000000 Penalty: 6053.017578
	Iteration 61Q: 3 clusters Score -2.428342e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 177761 members 
Entering Unmasked Estep 
Score: -24283654.000000 Penalty: 6053.017578
	Iteration 62Q: 3 clusters Score -2.428365e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 179076 members 
Entering Unmasked Estep 
Score: -24283970.000000 Penalty: 6053.017578
	Iteration 63Q: 3 clusters Score -2.428397e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 180367 members 
Entering Unmasked Estep 
Score: -24284380.000000 Penalty: 6053.017578
	Iteration 64Q: 3 clusters Score -2.428438e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 181583 members 
Entering Unmasked Estep 
Score: -24284678.000000 Penalty: 6053.017578
	Iteration 65Q: 3 clusters Score -2.428468e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 182732 members 
Entering Unmasked Estep 
Score: -24284886.000000 Penalty: 6053.017578
	Iteration 66Q: 3 clusters Score -2.428489e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 183844 members 
Entering Unmasked Estep 
Score: -24285162.000000 Penalty: 6053.017578
	Iteration 67Q: 3 clusters Score -2.428516e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 184867 members 
Entering Unmasked Estep 
Score: -24285398.000000 Penalty: 6053.017578
	Iteration 68Q: 3 clusters Score -2.42854e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 185848 members 
Entering Unmasked Estep 
Score: -24285670.000000 Penalty: 6053.017578
	Iteration 69Q: 3 clusters Score -2.428567e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 186717 members 
Entering Unmasked Estep 
Score: -24285990.000000 Penalty: 6053.017578
	Iteration 70Q: 3 clusters Score -2.428599e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 187497 members 
Entering Unmasked Estep 
Score: -24286126.000000 Penalty: 6053.017578
	Iteration 71Q: 3 clusters Score -2.428613e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 188191 members 
Entering Unmasked Estep 
Score: -24286196.000000 Penalty: 6053.017578
	Iteration 72Q: 3 clusters Score -2.42862e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 188857 members 
Entering Unmasked Estep 
Score: -24286366.000000 Penalty: 6053.017578
	Iteration 73Q: 3 clusters Score -2.428637e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 189477 members 
Entering Unmasked Estep 
Score: -24286474.000000 Penalty: 6053.017578
	Iteration 74Q: 3 clusters Score -2.428647e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 190073 members 
Entering Unmasked Estep 
Score: -24286470.000000 Penalty: 6053.017578
	Iteration 75Q: 3 clusters Score -2.428647e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 190656 members 
Entering Unmasked Estep 
Score: -24286668.000000 Penalty: 6053.017578
	Iteration 76Q: 3 clusters Score -2.428667e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 191120 members 
Entering Unmasked Estep 
Score: -24286758.000000 Penalty: 6053.017578
	Iteration 77Q: 3 clusters Score -2.428676e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 191518 members 
Entering Unmasked Estep 
Score: -24286768.000000 Penalty: 6053.017578
	Iteration 78Q: 3 clusters Score -2.428677e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 191942 members 
Entering Unmasked Estep 
Score: -24286814.000000 Penalty: 6053.017578
	Iteration 79Q: 3 clusters Score -2.428681e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 192323 members 
Entering Unmasked Estep 
Score: -24286930.000000 Penalty: 6053.017578
	Iteration 80F: 3 clusters Score -2.428693e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 192645 members 
Entering Unmasked Estep 
Score: -24286938.000000 Penalty: 6053.017578
	Iteration 81Q: 3 clusters Score -2.428694e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 192916 members 
Entering Unmasked Estep 
Score: -24287018.000000 Penalty: 6053.017578
	Iteration 82Q: 3 clusters Score -2.428702e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 193137 members 
Entering Unmasked Estep 
Score: -24287028.000000 Penalty: 6053.017578
	Iteration 83Q: 3 clusters Score -2.428703e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 193325 members 
Entering Unmasked Estep 
Score: -24287026.000000 Penalty: 6053.017578
	Iteration 84Q: 3 clusters Score -2.428703e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 193477 members 
Entering Unmasked Estep 
Score: -24287038.000000 Penalty: 6053.017578
	Iteration 85Q: 3 clusters Score -2.428704e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 193619 members 
Entering Unmasked Estep 
Score: -24287056.000000 Penalty: 6053.017578
	Iteration 86Q: 3 clusters Score -2.428706e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 193754 members 
Entering Unmasked Estep 
Score: -24287092.000000 Penalty: 6053.017578
	Iteration 87Q: 3 clusters Score -2.428709e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 193892 members 
Entering Unmasked Estep 
Score: -24287134.000000 Penalty: 6053.017578
	Iteration 88Q: 3 clusters Score -2.428713e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 194033 members 
Entering Unmasked Estep 
Score: -24287128.000000 Penalty: 6053.017578
	Iteration 89Q: 3 clusters Score -2.428713e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 194163 members 
Entering Unmasked Estep 
Score: -24287162.000000 Penalty: 6053.017578
	Iteration 90Q: 3 clusters Score -2.428716e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 194296 members 
Entering Unmasked Estep 
Score: -24287144.000000 Penalty: 6053.017578
	Iteration 91Q: 3 clusters Score -2.428714e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 194426 members 
Entering Unmasked Estep 
Score: -24287214.000000 Penalty: 6053.017578
	Iteration 92Q: 3 clusters Score -2.428721e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 194545 members 
Entering Unmasked Estep 
Score: -24287214.000000 Penalty: 6053.017578
	Iteration 93Q: 3 clusters Score -2.428721e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 194639 members 
Entering Unmasked Estep 
Score: -24287208.000000 Penalty: 6053.017578
	Iteration 94Q: 3 clusters Score -2.428721e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 194716 members 
Entering Unmasked Estep 
Score: -24287186.000000 Penalty: 6053.017578
	Iteration 95Q: 3 clusters Score -2.428719e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 194797 members 
Entering Unmasked Estep 
Score: -24287160.000000 Penalty: 6053.017578
	Iteration 96Q: 3 clusters Score -2.428716e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 194880 members 
Entering Unmasked Estep 
Score: -24287188.000000 Penalty: 6053.017578
	Iteration 97Q: 3 clusters Score -2.428719e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 194945 members 
Entering Unmasked Estep 
Score: -24287172.000000 Penalty: 6053.017578
	Iteration 98Q: 3 clusters Score -2.428717e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 195008 members 
Entering Unmasked Estep 
Score: -24287156.000000 Penalty: 6053.017578
	Iteration 99Q: 3 clusters Score -2.428716e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 195070 members 
Entering Unmasked Estep 
Score: -24287148.000000 Penalty: 6053.017578
	Iteration 100F: 3 clusters Score -2.428715e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 195131 members 
Entering Unmasked Estep 
Score: -24287172.000000 Penalty: 6053.017578
	Iteration 101Q: 3 clusters Score -2.428717e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 195174 members 
Entering Unmasked Estep 
Score: -24287208.000000 Penalty: 6053.017578
	Iteration 102Q: 3 clusters Score -2.428721e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 195212 members 
Entering Unmasked Estep 
Score: -24287202.000000 Penalty: 6053.017578
	Iteration 103Q: 3 clusters Score -2.42872e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 195244 members 
Entering Unmasked Estep 
Score: -24287232.000000 Penalty: 6053.017578
	Iteration 104Q: 3 clusters Score -2.428723e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 195274 members 
Entering Unmasked Estep 
Score: -24287212.000000 Penalty: 6053.017578
	Iteration 105Q: 3 clusters Score -2.428721e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 195305 members 
Entering Unmasked Estep 
Score: -24287216.000000 Penalty: 6053.017578
	Iteration 106Q: 3 clusters Score -2.428722e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 195332 members 
Entering Unmasked Estep 
Score: -24287222.000000 Penalty: 6053.017578
	Iteration 107Q: 3 clusters Score -2.428722e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 195354 members 
Entering Unmasked Estep 
Score: -24287226.000000 Penalty: 6053.017578
	Iteration 108Q: 3 clusters Score -2.428723e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 195372 members 
Entering Unmasked Estep 
Score: -24287204.000000 Penalty: 6053.017578
	Iteration 109Q: 3 clusters Score -2.42872e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 195393 members 
Entering Unmasked Estep 
Score: -24287198.000000 Penalty: 6053.017578
	Iteration 110Q: 3 clusters Score -2.42872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 195408 members 
Entering Unmasked Estep 
Score: -24287208.000000 Penalty: 6053.017578
	Iteration 111Q: 3 clusters Score -2.428721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 195422 members 
Entering Unmasked Estep 
Score: -24287204.000000 Penalty: 6053.017578
	Iteration 112Q: 3 clusters Score -2.42872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 195427 members 
Entering Unmasked Estep 
Score: -24287184.000000 Penalty: 6053.017578
	Iteration 113Q: 3 clusters Score -2.428718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 195436 members 
Entering Unmasked Estep 
Score: -24287210.000000 Penalty: 6053.017578
	Iteration 114Q: 3 clusters Score -2.428721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 195447 members 
Entering Unmasked Estep 
Score: -24287216.000000 Penalty: 6053.017578
	Iteration 115Q: 3 clusters Score -2.428722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 195453 members 
Entering Unmasked Estep 
Score: -24287204.000000 Penalty: 6053.017578
	Iteration 116Q: 3 clusters Score -2.42872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 195459 members 
Entering Unmasked Estep 
Score: -24287198.000000 Penalty: 6053.017578
	Iteration 117Q: 3 clusters Score -2.42872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 195464 members 
Entering Unmasked Estep 
Score: -24287216.000000 Penalty: 6053.017578
	Iteration 118Q: 3 clusters Score -2.428722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 195470 members 
Entering Unmasked Estep 
Score: -24287204.000000 Penalty: 6053.017578
	Iteration 119Q: 3 clusters Score -2.42872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 195476 members 
Entering Unmasked Estep 
Score: -24287206.000000 Penalty: 6053.017578
	Iteration 120F: 3 clusters Score -2.428721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 195483 members 
Entering Unmasked Estep 
Score: -24287220.000000 Penalty: 6053.017578
	Iteration 121Q: 3 clusters Score -2.428722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 195488 members 
Entering Unmasked Estep 
Score: -24287230.000000 Penalty: 6053.017578
	Iteration 122Q: 3 clusters Score -2.428723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 195493 members 
Entering Unmasked Estep 
Score: -24287240.000000 Penalty: 6053.017578
	Iteration 123Q: 3 clusters Score -2.428724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 195498 members 
Entering Unmasked Estep 
Score: -24287232.000000 Penalty: 6053.017578
	Iteration 124Q: 3 clusters Score -2.428723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 195507 members 
Entering Unmasked Estep 
Score: -24287226.000000 Penalty: 6053.017578
	Iteration 125Q: 3 clusters Score -2.428723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 195515 members 
Entering Unmasked Estep 
Score: -24287222.000000 Penalty: 6053.017578
	Iteration 126Q: 3 clusters Score -2.428722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 195520 members 
Entering Unmasked Estep 
Score: -24287220.000000 Penalty: 6053.017578
	Iteration 127Q: 3 clusters Score -2.428722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 195527 members 
Entering Unmasked Estep 
Score: -24287236.000000 Penalty: 6053.017578
	Iteration 128Q: 3 clusters Score -2.428724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 195530 members 
Entering Unmasked Estep 
Score: -24287230.000000 Penalty: 6053.017578
	Iteration 129Q: 3 clusters Score -2.428723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 195536 members 
Entering Unmasked Estep 
Score: -24287240.000000 Penalty: 6053.017578
	Iteration 130Q: 3 clusters Score -2.428724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 195542 members 
Entering Unmasked Estep 
Score: -24287236.000000 Penalty: 6053.017578
	Iteration 131Q: 3 clusters Score -2.428724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 195549 members 
Entering Unmasked Estep 
Score: -24287248.000000 Penalty: 6053.017578
	Iteration 132Q: 3 clusters Score -2.428725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 195558 members 
Entering Unmasked Estep 
Score: -24287244.000000 Penalty: 6053.017578
	Iteration 133Q: 3 clusters Score -2.428724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 195563 members 
Entering Unmasked Estep 
Score: -24287240.000000 Penalty: 6053.017578
	Iteration 134Q: 3 clusters Score -2.428724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 195571 members 
Entering Unmasked Estep 
Score: -24287238.000000 Penalty: 6053.017578
	Iteration 135Q: 3 clusters Score -2.428724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 195580 members 
Entering Unmasked Estep 
Score: -24287248.000000 Penalty: 6053.017578
	Iteration 136Q: 3 clusters Score -2.428725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 195588 members 
Entering Unmasked Estep 
Score: -24287248.000000 Penalty: 6053.017578
	Iteration 137Q: 3 clusters Score -2.428725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 195591 members 
Entering Unmasked Estep 
Score: -24287244.000000 Penalty: 6053.017578
	Iteration 138Q: 3 clusters Score -2.428724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 195592 members 
Entering Unmasked Estep 
Score: -24287244.000000 Penalty: 6053.017578
	Iteration 139Q: 3 clusters Score -2.428724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 195593 members 
Entering Unmasked Estep 
Score: -24287244.000000 Penalty: 6053.017578
	Iteration 140F: 3 clusters Score -2.428724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -501578.531250 Penalty: 2080.842773
	Iteration 0F: 2 clusters Score -501578.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -497435.343750 Penalty: 4161.685547
	Iteration 0F: 3 clusters Score -497435.3 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -498368.687500 Penalty: 4161.685547
	Iteration 1F: 3 clusters Score -498368.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -498551.593750 Penalty: 4161.685547
	Iteration 2F: 3 clusters Score -498551.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -498675.500000 Penalty: 4161.685547
	Iteration 3F: 3 clusters Score -498675.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -498778.000000 Penalty: 4161.685547
	Iteration 4Q: 3 clusters Score -498778 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -498850.031250 Penalty: 4161.685547
	Iteration 5Q: 3 clusters Score -498850 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -498902.250000 Penalty: 4161.685547
	Iteration 6Q: 3 clusters Score -498902.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -498943.593750 Penalty: 4161.685547
	Iteration 7Q: 3 clusters Score -498943.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -498977.406250 Penalty: 4161.685547
	Iteration 8Q: 3 clusters Score -498977.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -499007.031250 Penalty: 4161.685547
	Iteration 9Q: 3 clusters Score -499007 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -499030.250000 Penalty: 4161.685547
	Iteration 10Q: 3 clusters Score -499030.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -499047.406250 Penalty: 4161.685547
	Iteration 11Q: 3 clusters Score -499047.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -499065.125000 Penalty: 4161.685547
	Iteration 12Q: 3 clusters Score -499065.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -499079.281250 Penalty: 4161.685547
	Iteration 13Q: 3 clusters Score -499079.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -499090.687500 Penalty: 4161.685547
	Iteration 14Q: 3 clusters Score -499090.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -499099.312500 Penalty: 4161.685547
	Iteration 15Q: 3 clusters Score -499099.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -499104.062500 Penalty: 4161.685547
	Iteration 16Q: 3 clusters Score -499104.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -499110.593750 Penalty: 4161.685547
	Iteration 17Q: 3 clusters Score -499110.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -499114.531250 Penalty: 4161.685547
	Iteration 18Q: 3 clusters Score -499114.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -499119.687500 Penalty: 4161.685547
	Iteration 19Q: 3 clusters Score -499119.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -499125.718750 Penalty: 4161.685547
	Iteration 20F: 3 clusters Score -499125.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -499130.375000 Penalty: 4161.685547
	Iteration 21Q: 3 clusters Score -499130.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -499133.562500 Penalty: 4161.685547
	Iteration 22Q: 3 clusters Score -499133.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -499139.062500 Penalty: 4161.685547
	Iteration 23Q: 3 clusters Score -499139.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -499145.812500 Penalty: 4161.685547
	Iteration 24Q: 3 clusters Score -499145.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -499152.093750 Penalty: 4161.685547
	Iteration 25Q: 3 clusters Score -499152.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -499159.875000 Penalty: 4161.685547
	Iteration 26Q: 3 clusters Score -499159.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -499166.718750 Penalty: 4161.685547
	Iteration 27Q: 3 clusters Score -499166.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -499171.843750 Penalty: 4161.685547
	Iteration 28Q: 3 clusters Score -499171.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -499177.468750 Penalty: 4161.685547
	Iteration 29Q: 3 clusters Score -499177.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -499183.937500 Penalty: 4161.685547
	Iteration 30Q: 3 clusters Score -499183.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -499192.468750 Penalty: 4161.685547
	Iteration 31Q: 3 clusters Score -499192.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -499197.062500 Penalty: 4161.685547
	Iteration 32Q: 3 clusters Score -499197.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -499202.656250 Penalty: 4161.685547
	Iteration 33Q: 3 clusters Score -499202.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -499212.468750 Penalty: 4161.685547
	Iteration 34Q: 3 clusters Score -499212.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -499222.093750 Penalty: 4161.685547
	Iteration 35Q: 3 clusters Score -499222.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -499233.343750 Penalty: 4161.685547
	Iteration 36Q: 3 clusters Score -499233.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -499239.937500 Penalty: 4161.685547
	Iteration 37Q: 3 clusters Score -499239.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -499246.468750 Penalty: 4161.685547
	Iteration 38Q: 3 clusters Score -499246.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -499251.093750 Penalty: 4161.685547
	Iteration 39Q: 3 clusters Score -499251.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -499259.875000 Penalty: 4161.685547
	Iteration 40F: 3 clusters Score -499259.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -499266.875000 Penalty: 4161.685547
	Iteration 41Q: 3 clusters Score -499266.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -499274.937500 Penalty: 4161.685547
	Iteration 42Q: 3 clusters Score -499274.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -499283.906250 Penalty: 4161.685547
	Iteration 43Q: 3 clusters Score -499283.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -499294.312500 Penalty: 4161.685547
	Iteration 44Q: 3 clusters Score -499294.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -499311.687500 Penalty: 4161.685547
	Iteration 45Q: 3 clusters Score -499311.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -499331.406250 Penalty: 4161.685547
	Iteration 46Q: 3 clusters Score -499331.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -499350.781250 Penalty: 4161.685547
	Iteration 47Q: 3 clusters Score -499350.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -499370.156250 Penalty: 4161.685547
	Iteration 48Q: 3 clusters Score -499370.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -499388.500000 Penalty: 4161.685547
	Iteration 49Q: 3 clusters Score -499388.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -499410.250000 Penalty: 4161.685547
	Iteration 50Q: 3 clusters Score -499410.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -499429.312500 Penalty: 4161.685547
	Iteration 51Q: 3 clusters Score -499429.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -499451.000000 Penalty: 4161.685547
	Iteration 52Q: 3 clusters Score -499451 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -499473.187500 Penalty: 4161.685547
	Iteration 53Q: 3 clusters Score -499473.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -499486.437500 Penalty: 4161.685547
	Iteration 54Q: 3 clusters Score -499486.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -499501.968750 Penalty: 4161.685547
	Iteration 55Q: 3 clusters Score -499502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -499513.625000 Penalty: 4161.685547
	Iteration 56Q: 3 clusters Score -499513.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -499526.906250 Penalty: 4161.685547
	Iteration 57Q: 3 clusters Score -499526.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -499541.187500 Penalty: 4161.685547
	Iteration 58Q: 3 clusters Score -499541.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -499552.562500 Penalty: 4161.685547
	Iteration 59Q: 3 clusters Score -499552.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -499563.343750 Penalty: 4161.685547
	Iteration 60F: 3 clusters Score -499563.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -499575.781250 Penalty: 4161.685547
	Iteration 61Q: 3 clusters Score -499575.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -499585.843750 Penalty: 4161.685547
	Iteration 62Q: 3 clusters Score -499585.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -499593.812500 Penalty: 4161.685547
	Iteration 63Q: 3 clusters Score -499593.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -499600.937500 Penalty: 4161.685547
	Iteration 64Q: 3 clusters Score -499600.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -499606.875000 Penalty: 4161.685547
	Iteration 65Q: 3 clusters Score -499606.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -499609.218750 Penalty: 4161.685547
	Iteration 66Q: 3 clusters Score -499609.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -499611.843750 Penalty: 4161.685547
	Iteration 67Q: 3 clusters Score -499611.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -499614.218750 Penalty: 4161.685547
	Iteration 68Q: 3 clusters Score -499614.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -499615.593750 Penalty: 4161.685547
	Iteration 69Q: 3 clusters Score -499615.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -499617.500000 Penalty: 4161.685547
	Iteration 70Q: 3 clusters Score -499617.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -499618.343750 Penalty: 4161.685547
	Iteration 71Q: 3 clusters Score -499618.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -499619.093750 Penalty: 4161.685547
	Iteration 72Q: 3 clusters Score -499619.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -499619.468750 Penalty: 4161.685547
	Iteration 73Q: 3 clusters Score -499619.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -499620.281250 Penalty: 4161.685547
	Iteration 74Q: 3 clusters Score -499620.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -499623.250000 Penalty: 4161.685547
	Iteration 75Q: 3 clusters Score -499623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -499627.937500 Penalty: 4161.685547
	Iteration 76Q: 3 clusters Score -499627.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -499628.000000 Penalty: 4161.685547
	Iteration 77Q: 3 clusters Score -499628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -499627.531250 Penalty: 4161.685547
	Iteration 78Q: 3 clusters Score -499627.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -499627.687500 Penalty: 4161.685547
	Iteration 79Q: 3 clusters Score -499627.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -499628.375000 Penalty: 4161.685547
	Iteration 80F: 3 clusters Score -499628.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -499629.906250 Penalty: 4161.685547
	Iteration 81Q: 3 clusters Score -499629.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -499631.750000 Penalty: 4161.685547
	Iteration 82Q: 3 clusters Score -499631.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -499633.218750 Penalty: 4161.685547
	Iteration 83Q: 3 clusters Score -499633.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -499634.625000 Penalty: 4161.685547
	Iteration 84Q: 3 clusters Score -499634.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -499635.375000 Penalty: 4161.685547
	Iteration 85Q: 3 clusters Score -499635.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -499637.156250 Penalty: 4161.685547
	Iteration 86Q: 3 clusters Score -499637.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -499638.343750 Penalty: 4161.685547
	Iteration 87Q: 3 clusters Score -499638.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -499638.562500 Penalty: 4161.685547
	Iteration 88Q: 3 clusters Score -499638.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -499639.000000 Penalty: 4161.685547
	Iteration 89Q: 3 clusters Score -499639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -499641.281250 Penalty: 4161.685547
	Iteration 90Q: 3 clusters Score -499641.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -499642.156250 Penalty: 4161.685547
	Iteration 91Q: 3 clusters Score -499642.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -499643.500000 Penalty: 4161.685547
	Iteration 92Q: 3 clusters Score -499643.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -499645.062500 Penalty: 4161.685547
	Iteration 93Q: 3 clusters Score -499645.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -499647.000000 Penalty: 4161.685547
	Iteration 94Q: 3 clusters Score -499647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -499647.187500 Penalty: 4161.685547
	Iteration 95Q: 3 clusters Score -499647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -499649.062500 Penalty: 4161.685547
	Iteration 96Q: 3 clusters Score -499649.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -499649.687500 Penalty: 4161.685547
	Iteration 97Q: 3 clusters Score -499649.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -499650.343750 Penalty: 4161.685547
	Iteration 98Q: 3 clusters Score -499650.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -499651.031250 Penalty: 4161.685547
	Iteration 99Q: 3 clusters Score -499651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -499652.093750 Penalty: 4161.685547
	Iteration 100F: 3 clusters Score -499652.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -499653.468750 Penalty: 4161.685547
	Iteration 101Q: 3 clusters Score -499653.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -499655.343750 Penalty: 4161.685547
	Iteration 102Q: 3 clusters Score -499655.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -499656.437500 Penalty: 4161.685547
	Iteration 103Q: 3 clusters Score -499656.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -499658.062500 Penalty: 4161.685547
	Iteration 104Q: 3 clusters Score -499658.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -499658.062500 Penalty: 4161.685547
	Iteration 105F: 3 clusters Score -499658.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Entering Unmasked Estep 
Score: -1615265.625000 Penalty: 2351.074463
	Iteration 0F: 2 clusters Score -1615266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1605638.625000 Penalty: 4702.148926
	Iteration 0F: 3 clusters Score -1605639 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1608585.375000 Penalty: 4702.148926
	Iteration 1F: 3 clusters Score -1608585 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1608925.625000 Penalty: 4702.148926
	Iteration 2F: 3 clusters Score -1608926 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1609192.000000 Penalty: 4702.148926
	Iteration 3Q: 3 clusters Score -1609192 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1609438.625000 Penalty: 4702.148926
	Iteration 4Q: 3 clusters Score -1609439 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1609697.250000 Penalty: 4702.148926
	Iteration 5Q: 3 clusters Score -1609697 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1610048.750000 Penalty: 4702.148926
	Iteration 6Q: 3 clusters Score -1610049 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1610527.625000 Penalty: 4702.148926
	Iteration 7F: 3 clusters Score -1610528 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1611114.750000 Penalty: 4702.148926
	Iteration 8F: 3 clusters Score -1611115 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1611742.750000 Penalty: 4702.148926
	Iteration 9F: 3 clusters Score -1611743 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1612332.375000 Penalty: 4702.148926
	Iteration 10F: 3 clusters Score -1612332 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1612815.375000 Penalty: 4702.148926
	Iteration 11Q: 3 clusters Score -1612815 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1613149.875000 Penalty: 4702.148926
	Iteration 12Q: 3 clusters Score -1613150 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1613350.250000 Penalty: 4702.148926
	Iteration 13Q: 3 clusters Score -1613350 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1613480.500000 Penalty: 4702.148926
	Iteration 14Q: 3 clusters Score -1613480 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1613567.125000 Penalty: 4702.148926
	Iteration 15Q: 3 clusters Score -1613567 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1613620.625000 Penalty: 4702.148926
	Iteration 16Q: 3 clusters Score -1613621 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1613651.125000 Penalty: 4702.148926
	Iteration 17Q: 3 clusters Score -1613651 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1613673.625000 Penalty: 4702.148926
	Iteration 18Q: 3 clusters Score -1613674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1613682.125000 Penalty: 4702.148926
	Iteration 19Q: 3 clusters Score -1613682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1613692.250000 Penalty: 4702.148926
	Iteration 20F: 3 clusters Score -1613692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1613697.250000 Penalty: 4702.148926
	Iteration 21Q: 3 clusters Score -1613697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1613696.875000 Penalty: 4702.148926
	Iteration 22Q: 3 clusters Score -1613697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1613697.000000 Penalty: 4702.148926
	Iteration 23Q: 3 clusters Score -1613697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1613696.375000 Penalty: 4702.148926
	Iteration 24Q: 3 clusters Score -1613696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1613696.375000 Penalty: 4702.148926
	Iteration 25F: 3 clusters Score -1613696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38308 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203499 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85130 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 11 contains 4727 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227368 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34060 members 
Mstep: Class 19 contains 46555 members 
Mstep: Class 21 contains 199519 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286136.000000 Penalty: 61069.699219
Iteration 359Q: 19 clusters Score -1.042861e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38319 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203492 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85129 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 11 contains 4720 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227359 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34061 members 
Mstep: Class 19 contains 46567 members 
Mstep: Class 21 contains 199512 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286208.000000 Penalty: 61069.699219
Iteration 360F: 19 clusters Score -1.042862e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38332 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203481 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85126 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 11 contains 4714 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227352 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34063 members 
Mstep: Class 19 contains 46576 members 
Mstep: Class 21 contains 199509 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286136.000000 Penalty: 61069.699219
Iteration 361Q: 19 clusters Score -1.042861e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38347 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203479 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85126 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 4703 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227337 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34062 members 
Mstep: Class 19 contains 46591 members 
Mstep: Class 21 contains 199511 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286184.000000 Penalty: 61069.699219
Iteration 362Q: 19 clusters Score -1.042862e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38357 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203484 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85125 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 4693 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227326 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34061 members 
Mstep: Class 19 contains 46604 members 
Mstep: Class 21 contains 199505 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286280.000000 Penalty: 61069.699219
Iteration 363Q: 19 clusters Score -1.042863e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38374 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203480 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85123 members 
Mstep: Class 10 contains 5057 members 
Mstep: Class 11 contains 4687 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227316 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34060 members 
Mstep: Class 19 contains 46615 members 
Mstep: Class 21 contains 199499 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286360.000000 Penalty: 61069.699219
Iteration 364Q: 19 clusters Score -1.042864e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38384 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203476 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85119 members 
Mstep: Class 10 contains 5063 members 
Mstep: Class 11 contains 4683 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227298 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34060 members 
Mstep: Class 19 contains 46618 members 
Mstep: Class 21 contains 199505 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286296.000000 Penalty: 61069.699219
Iteration 365Q: 19 clusters Score -1.042863e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38394 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203473 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85119 members 
Mstep: Class 10 contains 5064 members 
Mstep: Class 11 contains 4681 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 227283 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34059 members 
Mstep: Class 19 contains 46620 members 
Mstep: Class 21 contains 199512 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286128.000000 Penalty: 61069.699219
Iteration 366Q: 19 clusters Score -1.042861e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38402 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203469 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85116 members 
Mstep: Class 10 contains 5064 members 
Mstep: Class 11 contains 4679 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227288 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34058 members 
Mstep: Class 19 contains 46619 members 
Mstep: Class 21 contains 199510 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286288.000000 Penalty: 61069.699219
Iteration 367Q: 19 clusters Score -1.042863e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38411 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203471 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85114 members 
Mstep: Class 10 contains 5067 members 
Mstep: Class 11 contains 4676 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227281 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34054 members 
Mstep: Class 19 contains 46622 members 
Mstep: Class 21 contains 199509 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286248.000000 Penalty: 61069.699219
Iteration 368Q: 19 clusters Score -1.042862e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38424 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203471 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85114 members 
Mstep: Class 10 contains 5067 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227274 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34051 members 
Mstep: Class 19 contains 46626 members 
Mstep: Class 21 contains 199504 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286280.000000 Penalty: 61069.699219
Iteration 369Q: 19 clusters Score -1.042863e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38432 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203473 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85114 members 
Mstep: Class 10 contains 5065 members 
Mstep: Class 11 contains 4672 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227271 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34054 members 
Mstep: Class 19 contains 46632 members 
Mstep: Class 21 contains 199492 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286256.000000 Penalty: 61069.699219
Iteration 370Q: 19 clusters Score -1.042863e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38439 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203469 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85117 members 
Mstep: Class 10 contains 5062 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227266 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34054 members 
Mstep: Class 19 contains 46640 members 
Mstep: Class 21 contains 199488 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286232.000000 Penalty: 61069.699219
Iteration 371Q: 19 clusters Score -1.042862e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38452 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203471 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85116 members 
Mstep: Class 10 contains 5060 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227255 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34056 members 
Mstep: Class 19 contains 46647 members 
Mstep: Class 21 contains 199480 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286240.000000 Penalty: 61069.699219
Iteration 372Q: 19 clusters Score -1.042862e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38461 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203471 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85115 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227240 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 46656 members 
Mstep: Class 21 contains 199483 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286280.000000 Penalty: 61069.699219
Iteration 373Q: 19 clusters Score -1.042863e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38471 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203475 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85112 members 
Mstep: Class 10 contains 5055 members 
Mstep: Class 11 contains 4664 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227229 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34061 members 
Mstep: Class 19 contains 46662 members 
Mstep: Class 21 contains 199476 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286296.000000 Penalty: 61069.699219
Iteration 374Q: 19 clusters Score -1.042863e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38480 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203475 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85111 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227224 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34060 members 
Mstep: Class 19 contains 46667 members 
Mstep: Class 21 contains 199470 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286272.000000 Penalty: 61069.699219
Iteration 375Q: 19 clusters Score -1.042863e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38491 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203471 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85113 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227219 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34060 members 
Mstep: Class 19 contains 46670 members 
Mstep: Class 21 contains 199467 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286352.000000 Penalty: 61069.699219
Iteration 376Q: 19 clusters Score -1.042864e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38500 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203471 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85113 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227214 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34061 members 
Mstep: Class 19 contains 46670 members 
Mstep: Class 21 contains 199463 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286288.000000 Penalty: 61069.699219
Iteration 377Q: 19 clusters Score -1.042863e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38510 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203477 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85113 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227205 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34061 members 
Mstep: Class 19 contains 46665 members 
Mstep: Class 21 contains 199462 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286312.000000 Penalty: 61069.699219
Iteration 378Q: 19 clusters Score -1.042863e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38520 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203479 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85112 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227194 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34063 members 
Mstep: Class 19 contains 46663 members 
Mstep: Class 21 contains 199462 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286264.000000 Penalty: 61069.699219
Iteration 379Q: 19 clusters Score -1.042863e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38522 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203483 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85113 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227188 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34063 members 
Mstep: Class 19 contains 46663 members 
Mstep: Class 21 contains 199461 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286272.000000 Penalty: 61069.699219
Iteration 380F: 19 clusters Score -1.042863e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38524 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203486 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85114 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227183 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34063 members 
Mstep: Class 19 contains 46662 members 
Mstep: Class 21 contains 199461 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286272.000000 Penalty: 61069.699219
Iteration 381Q: 19 clusters Score -1.042863e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38525 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203489 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85114 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227179 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34063 members 
Mstep: Class 19 contains 46660 members 
Mstep: Class 21 contains 199463 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286328.000000 Penalty: 61069.699219
Iteration 382Q: 19 clusters Score -1.042863e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38526 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203491 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85114 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227172 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34064 members 
Mstep: Class 19 contains 46658 members 
Mstep: Class 21 contains 199468 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286320.000000 Penalty: 61069.699219
Iteration 383Q: 19 clusters Score -1.042863e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38528 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203494 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85115 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227164 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34064 members 
Mstep: Class 19 contains 46656 members 
Mstep: Class 21 contains 199472 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286320.000000 Penalty: 61069.699219
Iteration 384Q: 19 clusters Score -1.042863e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38529 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203499 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85114 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227155 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34064 members 
Mstep: Class 19 contains 46657 members 
Mstep: Class 21 contains 199475 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286240.000000 Penalty: 61069.699219
Iteration 385Q: 19 clusters Score -1.042862e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38531 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203504 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85114 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227150 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34064 members 
Mstep: Class 19 contains 46656 members 
Mstep: Class 21 contains 199474 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286248.000000 Penalty: 61069.699219
Iteration 386Q: 19 clusters Score -1.042862e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38533 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203504 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85113 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227147 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34065 members 
Mstep: Class 19 contains 46655 members 
Mstep: Class 21 contains 199476 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286176.000000 Penalty: 61069.699219
Iteration 387Q: 19 clusters Score -1.042862e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38536 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203505 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85113 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227145 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34065 members 
Mstep: Class 19 contains 46653 members 
Mstep: Class 21 contains 199476 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286200.000000 Penalty: 61069.699219
Iteration 388Q: 19 clusters Score -1.042862e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38537 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203505 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85112 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227145 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34065 members 
Mstep: Class 19 contains 46653 members 
Mstep: Class 21 contains 199477 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286256.000000 Penalty: 61069.699219
Iteration 389Q: 19 clusters Score -1.042863e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203505 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85112 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227144 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34065 members 
Mstep: Class 19 contains 46654 members 
Mstep: Class 21 contains 199476 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286248.000000 Penalty: 61069.699219
Iteration 390Q: 19 clusters Score -1.042862e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203505 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85112 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227145 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34065 members 
Mstep: Class 19 contains 46654 members 
Mstep: Class 21 contains 199476 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286240.000000 Penalty: 61069.699219
Iteration 391Q: 19 clusters Score -1.042862e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203505 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85112 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227145 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34065 members 
Mstep: Class 19 contains 46653 members 
Mstep: Class 21 contains 199477 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286256.000000 Penalty: 61069.699219
Iteration 392Q: 19 clusters Score -1.042863e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203506 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85112 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227145 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34065 members 
Mstep: Class 19 contains 46652 members 
Mstep: Class 21 contains 199477 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286240.000000 Penalty: 61069.699219
Iteration 393Q: 19 clusters Score -1.042862e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203508 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85112 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227144 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34065 members 
Mstep: Class 19 contains 46651 members 
Mstep: Class 21 contains 199476 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286248.000000 Penalty: 61069.699219
Iteration 394Q: 19 clusters Score -1.042862e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203510 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 85112 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227143 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34065 members 
Mstep: Class 19 contains 46652 members 
Mstep: Class 21 contains 199475 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286232.000000 Penalty: 61069.699219
Iteration 395Q: 19 clusters Score -1.042862e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203510 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85111 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227143 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34065 members 
Mstep: Class 19 contains 46654 members 
Mstep: Class 21 contains 199475 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286200.000000 Penalty: 61069.699219
Iteration 396Q: 19 clusters Score -1.042862e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203510 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85111 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227143 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34065 members 
Mstep: Class 19 contains 46655 members 
Mstep: Class 21 contains 199474 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286184.000000 Penalty: 61069.699219
Iteration 397Q: 19 clusters Score -1.042862e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203511 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85111 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227143 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34065 members 
Mstep: Class 19 contains 46655 members 
Mstep: Class 21 contains 199473 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286208.000000 Penalty: 61069.699219
Iteration 398Q: 19 clusters Score -1.042862e+08 nChanged 5
Entering ConstructFrom: 
Score: -104286208.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -222678.859375 Penalty: 1896.295776
	Iteration 0F: 2 clusters Score -222678.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -220066.906250 Penalty: 3792.591553
	Iteration 0F: 3 clusters Score -220066.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -220541.468750 Penalty: 3792.591553
	Iteration 1F: 3 clusters Score -220541.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -220677.828125 Penalty: 3792.591553
	Iteration 2F: 3 clusters Score -220677.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -220786.328125 Penalty: 3792.591553
	Iteration 3F: 3 clusters Score -220786.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -220910.359375 Penalty: 3792.591553
	Iteration 4F: 3 clusters Score -220910.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -221115.828125 Penalty: 3792.591553
	Iteration 5F: 3 clusters Score -221115.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -221518.984375 Penalty: 3792.591553
	Iteration 6F: 3 clusters Score -221519 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -222092.140625 Penalty: 3792.591553
	Iteration 7F: 3 clusters Score -222092.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -222414.390625 Penalty: 3792.591553
	Iteration 8F: 3 clusters Score -222414.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -222552.296875 Penalty: 3792.591553
	Iteration 9Q: 3 clusters Score -222552.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -222630.406250 Penalty: 3792.591553
	Iteration 10Q: 3 clusters Score -222630.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -222669.484375 Penalty: 3792.591553
	Iteration 11Q: 3 clusters Score -222669.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -222689.609375 Penalty: 3792.591553
	Iteration 12Q: 3 clusters Score -222689.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -222696.078125 Penalty: 3792.591553
	Iteration 13Q: 3 clusters Score -222696.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -222698.843750 Penalty: 3792.591553
	Iteration 14Q: 3 clusters Score -222698.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -222699.843750 Penalty: 3792.591553
	Iteration 15Q: 3 clusters Score -222699.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -222699.843750 Penalty: 3792.591553
	Iteration 16F: 3 clusters Score -222699.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203513 members 
Mstep: Class 6 contains 1545 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85111 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227139 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34065 members 
Mstep: Class 19 contains 46655 members 
Mstep: Class 21 contains 199475 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
Score: -104284744.000000 Penalty: 64462.460938
Splitting cluster 1 changes total score from -104286208.000000 to -104284744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Entering Unmasked Estep 
Score: -208528.171875 Penalty: 1883.905273
	Iteration 0F: 2 clusters Score -208528.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -205999.062500 Penalty: 3767.810547
	Iteration 0F: 3 clusters Score -205999.1 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -206916.218750 Penalty: 3767.810547
	Iteration 1F: 3 clusters Score -206916.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -207664.890625 Penalty: 3767.810547
	Iteration 2F: 3 clusters Score -207664.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -208096.015625 Penalty: 3767.810547
	Iteration 3F: 3 clusters Score -208096 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -208263.734375 Penalty: 3767.810547
	Iteration 4F: 3 clusters Score -208263.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -208323.500000 Penalty: 3767.810547
	Iteration 5Q: 3 clusters Score -208323.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -208348.921875 Penalty: 3767.810547
	Iteration 6Q: 3 clusters Score -208348.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -208363.703125 Penalty: 3767.810547
	Iteration 7Q: 3 clusters Score -208363.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -208368.750000 Penalty: 3767.810547
	Iteration 8Q: 3 clusters Score -208368.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -208372.250000 Penalty: 3767.810547
	Iteration 9Q: 3 clusters Score -208372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -208375.109375 Penalty: 3767.810547
	Iteration 10Q: 3 clusters Score -208375.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -208377.000000 Penalty: 3767.810547
	Iteration 11Q: 3 clusters Score -208377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -208380.093750 Penalty: 3767.810547
	Iteration 12Q: 3 clusters Score -208380.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -208385.187500 Penalty: 3767.810547
	Iteration 13Q: 3 clusters Score -208385.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -208388.687500 Penalty: 3767.810547
	Iteration 14Q: 3 clusters Score -208388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -208389.500000 Penalty: 3767.810547
	Iteration 15Q: 3 clusters Score -208389.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -208389.781250 Penalty: 3767.810547
	Iteration 16Q: 3 clusters Score -208389.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -208391.171875 Penalty: 3767.810547
	Iteration 17Q: 3 clusters Score -208391.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -208391.171875 Penalty: 3767.810547
	Iteration 18F: 3 clusters Score -208391.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Entering Unmasked Estep 
Score: -4677609.500000 Penalty: 2618.737793
	Iteration 0F: 2 clusters Score -4677610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -4651499.000000 Penalty: 5237.475586
	Iteration 0F: 3 clusters Score -4651499 nChanged 17533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4660897.000000 Penalty: 5237.475586
	Iteration 1F: 3 clusters Score -4660897 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -4661302.500000 Penalty: 5237.475586
	Iteration 2Q: 3 clusters Score -4661302 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -4661656.500000 Penalty: 5237.475586
	Iteration 3Q: 3 clusters Score -4661656 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -4661977.000000 Penalty: 5237.475586
	Iteration 4Q: 3 clusters Score -4661977 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -4662271.500000 Penalty: 5237.475586
	Iteration 5Q: 3 clusters Score -4662272 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4662546.500000 Penalty: 5237.475586
	Iteration 6Q: 3 clusters Score -4662546 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -4662931.000000 Penalty: 5237.475586
	Iteration 7Q: 3 clusters Score -4662931 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -4663456.000000 Penalty: 5237.475586
	Iteration 8Q: 3 clusters Score -4663456 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -4664271.000000 Penalty: 5237.475586
	Iteration 9Q: 3 clusters Score -4664271 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -4665542.000000 Penalty: 5237.475586
	Iteration 10F: 3 clusters Score -4665542 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -4667197.500000 Penalty: 5237.475586
	Iteration 11F: 3 clusters Score -4667198 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -4669253.000000 Penalty: 5237.475586
	Iteration 12F: 3 clusters Score -4669253 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -4671225.500000 Penalty: 5237.475586
	Iteration 13F: 3 clusters Score -4671226 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -4672799.000000 Penalty: 5237.475586
	Iteration 14Q: 3 clusters Score -4672799 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -4673851.000000 Penalty: 5237.475586
	Iteration 15Q: 3 clusters Score -4673851 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -4674417.500000 Penalty: 5237.475586
	Iteration 16Q: 3 clusters Score -4674418 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -4674723.500000 Penalty: 5237.475586
	Iteration 17Q: 3 clusters Score -4674724 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -4674954.500000 Penalty: 5237.475586
	Iteration 18Q: 3 clusters Score -4674954 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -4675095.000000 Penalty: 5237.475586
	Iteration 19Q: 3 clusters Score -4675095 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -4675162.000000 Penalty: 5237.475586
	Iteration 20F: 3 clusters Score -4675162 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4675239.000000 Penalty: 5237.475586
	Iteration 21Q: 3 clusters Score -4675239 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -4675298.000000 Penalty: 5237.475586
	Iteration 22Q: 3 clusters Score -4675298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4675326.500000 Penalty: 5237.475586
	Iteration 23Q: 3 clusters Score -4675326 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -4675347.500000 Penalty: 5237.475586
	Iteration 24Q: 3 clusters Score -4675348 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4675350.000000 Penalty: 5237.475586
	Iteration 25Q: 3 clusters Score -4675350 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4675368.500000 Penalty: 5237.475586
	Iteration 26Q: 3 clusters Score -4675368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4675392.000000 Penalty: 5237.475586
	Iteration 27Q: 3 clusters Score -4675392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -4675385.500000 Penalty: 5237.475586
	Iteration 28Q: 3 clusters Score -4675386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4675384.000000 Penalty: 5237.475586
	Iteration 29Q: 3 clusters Score -4675384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4675394.000000 Penalty: 5237.475586
	Iteration 30Q: 3 clusters Score -4675394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -4675392.500000 Penalty: 5237.475586
	Iteration 31Q: 3 clusters Score -4675392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -4675394.500000 Penalty: 5237.475586
	Iteration 32Q: 3 clusters Score -4675394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4675405.000000 Penalty: 5237.475586
	Iteration 33Q: 3 clusters Score -4675405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4675397.000000 Penalty: 5237.475586
	Iteration 34Q: 3 clusters Score -4675397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -4675403.000000 Penalty: 5237.475586
	Iteration 35Q: 3 clusters Score -4675403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -4675402.000000 Penalty: 5237.475586
	Iteration 36Q: 3 clusters Score -4675402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -4675410.000000 Penalty: 5237.475586
	Iteration 37Q: 3 clusters Score -4675410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4675413.500000 Penalty: 5237.475586
	Iteration 38Q: 3 clusters Score -4675414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -4675416.000000 Penalty: 5237.475586
	Iteration 39Q: 3 clusters Score -4675416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4675414.000000 Penalty: 5237.475586
	Iteration 40F: 3 clusters Score -4675414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -4675419.500000 Penalty: 5237.475586
	Iteration 41Q: 3 clusters Score -4675420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -4675415.500000 Penalty: 5237.475586
	Iteration 42Q: 3 clusters Score -4675416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -4675417.000000 Penalty: 5237.475586
	Iteration 43Q: 3 clusters Score -4675417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4675419.500000 Penalty: 5237.475586
	Iteration 44Q: 3 clusters Score -4675420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4675416.000000 Penalty: 5237.475586
	Iteration 45Q: 3 clusters Score -4675416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4675416.000000 Penalty: 5237.475586
	Iteration 46F: 3 clusters Score -4675416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -124796.679688 Penalty: 1764.462769
	Iteration 0F: 2 clusters Score -124796.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -122699.664062 Penalty: 3528.925537
	Iteration 0F: 3 clusters Score -122699.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -123145.976562 Penalty: 3528.925537
	Iteration 1F: 3 clusters Score -123146 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -123437.257812 Penalty: 3528.925537
	Iteration 2F: 3 clusters Score -123437.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -123637.773438 Penalty: 3528.925537
	Iteration 3F: 3 clusters Score -123637.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -123750.304688 Penalty: 3528.925537
	Iteration 4Q: 3 clusters Score -123750.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -123809.070312 Penalty: 3528.925537
	Iteration 5Q: 3 clusters Score -123809.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -123859.585938 Penalty: 3528.925537
	Iteration 6Q: 3 clusters Score -123859.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -123887.617188 Penalty: 3528.925537
	Iteration 7Q: 3 clusters Score -123887.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -123905.679688 Penalty: 3528.925537
	Iteration 8Q: 3 clusters Score -123905.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -123930.593750 Penalty: 3528.925537
	Iteration 9Q: 3 clusters Score -123930.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -123954.976562 Penalty: 3528.925537
	Iteration 10Q: 3 clusters Score -123955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -123978.289062 Penalty: 3528.925537
	Iteration 11Q: 3 clusters Score -123978.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -124004.007812 Penalty: 3528.925537
	Iteration 12Q: 3 clusters Score -124004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -124013.078125 Penalty: 3528.925537
	Iteration 13Q: 3 clusters Score -124013.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -124021.343750 Penalty: 3528.925537
	Iteration 14Q: 3 clusters Score -124021.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -124028.117188 Penalty: 3528.925537
	Iteration 15Q: 3 clusters Score -124028.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -124031.710938 Penalty: 3528.925537
	Iteration 16Q: 3 clusters Score -124031.7 nChanged 2
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: -124034.039062 Penalty: 3528.925537
	Iteration 17Q: 3 clusters Score -124034 nChanged 0
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: -124034.039062 Penalty: 3528.925537
	Iteration 18F: 3 clusters Score -124034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (203513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203513 members 
Entering Unmasked Estep 
Score: -24800242.000000 Penalty: 3031.424316
	Iteration 0F: 2 clusters Score -2.480024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101936 members 
Mstep: Class 2 contains 101577 members 
Entering Unmasked Estep 
Score: -24669252.000000 Penalty: 6062.848633
	Iteration 0F: 3 clusters Score -2.466925e+07 nChanged 97690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104484 members 
Mstep: Class 2 contains 99029 members 
Entering Unmasked Estep 
Score: -24726952.000000 Penalty: 6062.848633
	Iteration 1F: 3 clusters Score -2.472695e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106379 members 
Mstep: Class 2 contains 97134 members 
Entering Unmasked Estep 
Score: -24727902.000000 Penalty: 6062.848633
	Iteration 2Q: 3 clusters Score -2.47279e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109300 members 
Mstep: Class 2 contains 94213 members 
Entering Unmasked Estep 
Score: -24729482.000000 Penalty: 6062.848633
	Iteration 3Q: 3 clusters Score -2.472948e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113857 members 
Mstep: Class 2 contains 89656 members 
Entering Unmasked Estep 
Score: -24732000.000000 Penalty: 6062.848633
	Iteration 4Q: 3 clusters Score -2.4732e+07 nChanged 9469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120480 members 
Mstep: Class 2 contains 83033 members 
Entering Unmasked Estep 
Score: -24736540.000000 Penalty: 6062.848633
	Iteration 5Q: 3 clusters Score -2.473654e+07 nChanged 12213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129915 members 
Mstep: Class 2 contains 73598 members 
Entering Unmasked Estep 
Score: -24744684.000000 Penalty: 6062.848633
	Iteration 6F: 3 clusters Score -2.474468e+07 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141351 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -24756510.000000 Penalty: 6062.848633
	Iteration 7F: 3 clusters Score -2.475651e+07 nChanged 14540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -24769506.000000 Penalty: 6062.848633
	Iteration 8F: 3 clusters Score -2.476951e+07 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161263 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -24779484.000000 Penalty: 6062.848633
	Iteration 9F: 3 clusters Score -2.477948e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166854 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -24784682.000000 Penalty: 6062.848633
	Iteration 10Q: 3 clusters Score -2.478468e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171190 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -24787614.000000 Penalty: 6062.848633
	Iteration 11Q: 3 clusters Score -2.478761e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174896 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -24789770.000000 Penalty: 6062.848633
	Iteration 12Q: 3 clusters Score -2.478977e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178188 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -24791350.000000 Penalty: 6062.848633
	Iteration 13Q: 3 clusters Score -2.479135e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181050 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -24792710.000000 Penalty: 6062.848633
	Iteration 14Q: 3 clusters Score -2.479271e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183533 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -24793982.000000 Penalty: 6062.848633
	Iteration 15Q: 3 clusters Score -2.479398e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185696 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -24794778.000000 Penalty: 6062.848633
	Iteration 16Q: 3 clusters Score -2.479478e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187622 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -24795552.000000 Penalty: 6062.848633
	Iteration 17Q: 3 clusters Score -2.479555e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189287 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -24796292.000000 Penalty: 6062.848633
	Iteration 18Q: 3 clusters Score -2.479629e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190752 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -24796818.000000 Penalty: 6062.848633
	Iteration 19Q: 3 clusters Score -2.479682e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192029 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -24797312.000000 Penalty: 6062.848633
	Iteration 20F: 3 clusters Score -2.479731e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193146 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -24797628.000000 Penalty: 6062.848633
	Iteration 21Q: 3 clusters Score -2.479763e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194105 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -24797942.000000 Penalty: 6062.848633
	Iteration 22Q: 3 clusters Score -2.479794e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194955 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -24798138.000000 Penalty: 6062.848633
	Iteration 23Q: 3 clusters Score -2.479814e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195687 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -24798498.000000 Penalty: 6062.848633
	Iteration 24Q: 3 clusters Score -2.47985e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196315 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -24798650.000000 Penalty: 6062.848633
	Iteration 25Q: 3 clusters Score -2.479865e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196841 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -24798782.000000 Penalty: 6062.848633
	Iteration 26Q: 3 clusters Score -2.479878e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197300 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -24798994.000000 Penalty: 6062.848633
	Iteration 27Q: 3 clusters Score -2.479899e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197677 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -24799020.000000 Penalty: 6062.848633
	Iteration 28Q: 3 clusters Score -2.479902e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197964 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -24799024.000000 Penalty: 6062.848633
	Iteration 29Q: 3 clusters Score -2.479902e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198204 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -24798986.000000 Penalty: 6062.848633
	Iteration 30Q: 3 clusters Score -2.479899e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198428 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -24799044.000000 Penalty: 6062.848633
	Iteration 31Q: 3 clusters Score -2.479904e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198618 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -24798976.000000 Penalty: 6062.848633
	Iteration 32Q: 3 clusters Score -2.479898e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198786 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -24799090.000000 Penalty: 6062.848633
	Iteration 33Q: 3 clusters Score -2.479909e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198922 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -24799102.000000 Penalty: 6062.848633
	Iteration 34Q: 3 clusters Score -2.47991e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199048 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -24799144.000000 Penalty: 6062.848633
	Iteration 35Q: 3 clusters Score -2.479914e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199156 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -24799190.000000 Penalty: 6062.848633
	Iteration 36Q: 3 clusters Score -2.479919e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199247 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -24799174.000000 Penalty: 6062.848633
	Iteration 37Q: 3 clusters Score -2.479917e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199323 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -24799162.000000 Penalty: 6062.848633
	Iteration 38Q: 3 clusters Score -2.479916e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199383 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -24799162.000000 Penalty: 6062.848633
	Iteration 39Q: 3 clusters Score -2.479916e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199430 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -24799194.000000 Penalty: 6062.848633
	Iteration 40F: 3 clusters Score -2.479919e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199462 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -24799194.000000 Penalty: 6062.848633
	Iteration 41Q: 3 clusters Score -2.479919e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199487 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -24799172.000000 Penalty: 6062.848633
	Iteration 42Q: 3 clusters Score -2.479917e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199515 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -24799218.000000 Penalty: 6062.848633
	Iteration 43Q: 3 clusters Score -2.479922e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199545 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -24799220.000000 Penalty: 6062.848633
	Iteration 44Q: 3 clusters Score -2.479922e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199569 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -24799210.000000 Penalty: 6062.848633
	Iteration 45Q: 3 clusters Score -2.479921e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199589 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -24799184.000000 Penalty: 6062.848633
	Iteration 46Q: 3 clusters Score -2.479918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199601 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -24799174.000000 Penalty: 6062.848633
	Iteration 47Q: 3 clusters Score -2.479917e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199614 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -24799162.000000 Penalty: 6062.848633
	Iteration 48Q: 3 clusters Score -2.479916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199620 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -24799148.000000 Penalty: 6062.848633
	Iteration 49Q: 3 clusters Score -2.479915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199627 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -24799146.000000 Penalty: 6062.848633
	Iteration 50Q: 3 clusters Score -2.479915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199637 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -24799146.000000 Penalty: 6062.848633
	Iteration 51Q: 3 clusters Score -2.479915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199644 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -24799174.000000 Penalty: 6062.848633
	Iteration 52Q: 3 clusters Score -2.479917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199650 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -24799176.000000 Penalty: 6062.848633
	Iteration 53Q: 3 clusters Score -2.479918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199652 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -24799162.000000 Penalty: 6062.848633
	Iteration 54Q: 3 clusters Score -2.479916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199655 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -24799138.000000 Penalty: 6062.848633
	Iteration 55Q: 3 clusters Score -2.479914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199661 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -24799152.000000 Penalty: 6062.848633
	Iteration 56Q: 3 clusters Score -2.479915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199665 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -24799156.000000 Penalty: 6062.848633
	Iteration 57Q: 3 clusters Score -2.479916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199675 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -24799166.000000 Penalty: 6062.848633
	Iteration 58Q: 3 clusters Score -2.479917e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199684 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -24799160.000000 Penalty: 6062.848633
	Iteration 59Q: 3 clusters Score -2.479916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199689 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -24799190.000000 Penalty: 6062.848633
	Iteration 60F: 3 clusters Score -2.479919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199695 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -24799172.000000 Penalty: 6062.848633
	Iteration 61Q: 3 clusters Score -2.479917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199698 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -24799172.000000 Penalty: 6062.848633
	Iteration 62Q: 3 clusters Score -2.479917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199699 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -24799166.000000 Penalty: 6062.848633
	Iteration 63Q: 3 clusters Score -2.479917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199702 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -24799168.000000 Penalty: 6062.848633
	Iteration 64Q: 3 clusters Score -2.479917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199706 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -24799176.000000 Penalty: 6062.848633
	Iteration 65Q: 3 clusters Score -2.479918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199705 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -24799178.000000 Penalty: 6062.848633
	Iteration 66Q: 3 clusters Score -2.479918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199706 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -24799192.000000 Penalty: 6062.848633
	Iteration 67Q: 3 clusters Score -2.479919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199706 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -24799192.000000 Penalty: 6062.848633
	Iteration 68F: 3 clusters Score -2.479919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -171578.406250 Penalty: 1814.009033
	Iteration 0F: 2 clusters Score -171578.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -169320.562500 Penalty: 3628.018066
	Iteration 0F: 3 clusters Score -169320.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -169714.937500 Penalty: 3628.018066
	Iteration 1F: 3 clusters Score -169714.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -169815.500000 Penalty: 3628.018066
	Iteration 2F: 3 clusters Score -169815.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -169858.453125 Penalty: 3628.018066
	Iteration 3Q: 3 clusters Score -169858.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -169884.906250 Penalty: 3628.018066
	Iteration 4Q: 3 clusters Score -169884.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -169907.781250 Penalty: 3628.018066
	Iteration 5Q: 3 clusters Score -169907.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -169926.062500 Penalty: 3628.018066
	Iteration 6Q: 3 clusters Score -169926.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -169944.562500 Penalty: 3628.018066
	Iteration 7Q: 3 clusters Score -169944.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -169955.546875 Penalty: 3628.018066
	Iteration 8Q: 3 clusters Score -169955.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -169961.031250 Penalty: 3628.018066
	Iteration 9Q: 3 clusters Score -169961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -169962.921875 Penalty: 3628.018066
	Iteration 10Q: 3 clusters Score -169962.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -169964.265625 Penalty: 3628.018066
	Iteration 11Q: 3 clusters Score -169964.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -169966.296875 Penalty: 3628.018066
	Iteration 12Q: 3 clusters Score -169966.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -169969.046875 Penalty: 3628.018066
	Iteration 13Q: 3 clusters Score -169969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -169970.093750 Penalty: 3628.018066
	Iteration 14Q: 3 clusters Score -169970.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -169971.046875 Penalty: 3628.018066
	Iteration 15Q: 3 clusters Score -169971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -169971.609375 Penalty: 3628.018066
	Iteration 16Q: 3 clusters Score -169971.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -169971.609375 Penalty: 3628.018066
	Iteration 17F: 3 clusters Score -169971.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (85111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85111 members 
Entering Unmasked Estep 
Score: -10427746.000000 Penalty: 2815.224365
	Iteration 0F: 2 clusters Score -1.042775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -10370734.000000 Penalty: 5630.448730
	Iteration 0F: 3 clusters Score -1.037073e+07 nChanged 40231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -10393296.000000 Penalty: 5630.448730
	Iteration 1F: 3 clusters Score -1.03933e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -10393995.000000 Penalty: 5630.448730
	Iteration 2Q: 3 clusters Score -1.0394e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -10394819.000000 Penalty: 5630.448730
	Iteration 3Q: 3 clusters Score -1.039482e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -10395899.000000 Penalty: 5630.448730
	Iteration 4Q: 3 clusters Score -1.03959e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -10397430.000000 Penalty: 5630.448730
	Iteration 5Q: 3 clusters Score -1.039743e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -10399347.000000 Penalty: 5630.448730
	Iteration 6Q: 3 clusters Score -1.039935e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -10402115.000000 Penalty: 5630.448730
	Iteration 7F: 3 clusters Score -1.040212e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -10406184.000000 Penalty: 5630.448730
	Iteration 8F: 3 clusters Score -1.040618e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -10411342.000000 Penalty: 5630.448730
	Iteration 9F: 3 clusters Score -1.041134e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -10415856.000000 Penalty: 5630.448730
	Iteration 10F: 3 clusters Score -1.041586e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57146 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -10418164.000000 Penalty: 5630.448730
	Iteration 11Q: 3 clusters Score -1.041816e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -10419253.000000 Penalty: 5630.448730
	Iteration 12Q: 3 clusters Score -1.041925e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -10419952.000000 Penalty: 5630.448730
	Iteration 13Q: 3 clusters Score -1.041995e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61514 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -10420433.000000 Penalty: 5630.448730
	Iteration 14Q: 3 clusters Score -1.042043e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62751 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -10420910.000000 Penalty: 5630.448730
	Iteration 15Q: 3 clusters Score -1.042091e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -10421317.000000 Penalty: 5630.448730
	Iteration 16Q: 3 clusters Score -1.042132e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -10421691.000000 Penalty: 5630.448730
	Iteration 17Q: 3 clusters Score -1.042169e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66009 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -10422050.000000 Penalty: 5630.448730
	Iteration 18Q: 3 clusters Score -1.042205e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -10422349.000000 Penalty: 5630.448730
	Iteration 19Q: 3 clusters Score -1.042235e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68005 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -10422623.000000 Penalty: 5630.448730
	Iteration 20F: 3 clusters Score -1.042262e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -10422873.000000 Penalty: 5630.448730
	Iteration 21Q: 3 clusters Score -1.042287e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69928 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -10423186.000000 Penalty: 5630.448730
	Iteration 22Q: 3 clusters Score -1.042319e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70852 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -10423461.000000 Penalty: 5630.448730
	Iteration 23Q: 3 clusters Score -1.042346e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71743 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -10423779.000000 Penalty: 5630.448730
	Iteration 24Q: 3 clusters Score -1.042378e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72576 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -10423974.000000 Penalty: 5630.448730
	Iteration 25Q: 3 clusters Score -1.042397e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -10424133.000000 Penalty: 5630.448730
	Iteration 26Q: 3 clusters Score -1.042413e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74078 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -10424325.000000 Penalty: 5630.448730
	Iteration 27Q: 3 clusters Score -1.042432e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74735 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -10424474.000000 Penalty: 5630.448730
	Iteration 28Q: 3 clusters Score -1.042447e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75351 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -10424694.000000 Penalty: 5630.448730
	Iteration 29Q: 3 clusters Score -1.042469e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -10424862.000000 Penalty: 5630.448730
	Iteration 30Q: 3 clusters Score -1.042486e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76418 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -10425039.000000 Penalty: 5630.448730
	Iteration 31Q: 3 clusters Score -1.042504e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -10425119.000000 Penalty: 5630.448730
	Iteration 32Q: 3 clusters Score -1.042512e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77352 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -10425213.000000 Penalty: 5630.448730
	Iteration 33Q: 3 clusters Score -1.042521e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77776 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -10425360.000000 Penalty: 5630.448730
	Iteration 34Q: 3 clusters Score -1.042536e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78182 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -10425488.000000 Penalty: 5630.448730
	Iteration 35Q: 3 clusters Score -1.042549e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78556 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -10425580.000000 Penalty: 5630.448730
	Iteration 36Q: 3 clusters Score -1.042558e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -10425649.000000 Penalty: 5630.448730
	Iteration 37Q: 3 clusters Score -1.042565e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79168 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -10425726.000000 Penalty: 5630.448730
	Iteration 38Q: 3 clusters Score -1.042573e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79435 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -10425751.000000 Penalty: 5630.448730
	Iteration 39Q: 3 clusters Score -1.042575e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -10425823.000000 Penalty: 5630.448730
	Iteration 40F: 3 clusters Score -1.042582e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79889 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -10425860.000000 Penalty: 5630.448730
	Iteration 41Q: 3 clusters Score -1.042586e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80115 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -10425895.000000 Penalty: 5630.448730
	Iteration 42Q: 3 clusters Score -1.04259e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80326 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -10425951.000000 Penalty: 5630.448730
	Iteration 43Q: 3 clusters Score -1.042595e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80510 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -10426010.000000 Penalty: 5630.448730
	Iteration 44Q: 3 clusters Score -1.042601e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80681 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -10426099.000000 Penalty: 5630.448730
	Iteration 45Q: 3 clusters Score -1.04261e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80847 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -10426143.000000 Penalty: 5630.448730
	Iteration 46Q: 3 clusters Score -1.042614e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80998 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -10426204.000000 Penalty: 5630.448730
	Iteration 47Q: 3 clusters Score -1.04262e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -10426234.000000 Penalty: 5630.448730
	Iteration 48Q: 3 clusters Score -1.042623e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81233 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -10426224.000000 Penalty: 5630.448730
	Iteration 49Q: 3 clusters Score -1.042622e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81315 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -10426238.000000 Penalty: 5630.448730
	Iteration 50Q: 3 clusters Score -1.042624e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -10426240.000000 Penalty: 5630.448730
	Iteration 51Q: 3 clusters Score -1.042624e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81471 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -10426274.000000 Penalty: 5630.448730
	Iteration 52Q: 3 clusters Score -1.042627e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81525 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -10426277.000000 Penalty: 5630.448730
	Iteration 53Q: 3 clusters Score -1.042628e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81574 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -10426296.000000 Penalty: 5630.448730
	Iteration 54Q: 3 clusters Score -1.04263e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81616 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -10426282.000000 Penalty: 5630.448730
	Iteration 55Q: 3 clusters Score -1.042628e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -10426280.000000 Penalty: 5630.448730
	Iteration 56Q: 3 clusters Score -1.042628e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81660 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -10426282.000000 Penalty: 5630.448730
	Iteration 57Q: 3 clusters Score -1.042628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -10426280.000000 Penalty: 5630.448730
	Iteration 58Q: 3 clusters Score -1.042628e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81698 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -10426279.000000 Penalty: 5630.448730
	Iteration 59Q: 3 clusters Score -1.042628e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81723 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -10426280.000000 Penalty: 5630.448730
	Iteration 60F: 3 clusters Score -1.042628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -10426286.000000 Penalty: 5630.448730
	Iteration 61Q: 3 clusters Score -1.042629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81755 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -10426288.000000 Penalty: 5630.448730
	Iteration 62Q: 3 clusters Score -1.042629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81765 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -10426290.000000 Penalty: 5630.448730
	Iteration 63Q: 3 clusters Score -1.042629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -10426301.000000 Penalty: 5630.448730
	Iteration 64Q: 3 clusters Score -1.04263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81793 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -10426301.000000 Penalty: 5630.448730
	Iteration 65Q: 3 clusters Score -1.04263e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81808 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -10426303.000000 Penalty: 5630.448730
	Iteration 66Q: 3 clusters Score -1.04263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81820 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -10426301.000000 Penalty: 5630.448730
	Iteration 67Q: 3 clusters Score -1.04263e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81839 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -10426313.000000 Penalty: 5630.448730
	Iteration 68Q: 3 clusters Score -1.042631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81858 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -10426330.000000 Penalty: 5630.448730
	Iteration 69Q: 3 clusters Score -1.042633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81876 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -10426316.000000 Penalty: 5630.448730
	Iteration 70Q: 3 clusters Score -1.042632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81886 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -10426325.000000 Penalty: 5630.448730
	Iteration 71Q: 3 clusters Score -1.042632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81897 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -10426333.000000 Penalty: 5630.448730
	Iteration 72Q: 3 clusters Score -1.042633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -10426327.000000 Penalty: 5630.448730
	Iteration 73Q: 3 clusters Score -1.042633e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81919 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -10426333.000000 Penalty: 5630.448730
	Iteration 74Q: 3 clusters Score -1.042633e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81938 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -10426339.000000 Penalty: 5630.448730
	Iteration 75Q: 3 clusters Score -1.042634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81957 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -10426333.000000 Penalty: 5630.448730
	Iteration 76Q: 3 clusters Score -1.042633e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81977 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -10426342.000000 Penalty: 5630.448730
	Iteration 77Q: 3 clusters Score -1.042634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81993 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -10426331.000000 Penalty: 5630.448730
	Iteration 78Q: 3 clusters Score -1.042633e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -10426340.000000 Penalty: 5630.448730
	Iteration 79Q: 3 clusters Score -1.042634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82026 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -10426340.000000 Penalty: 5630.448730
	Iteration 80F: 3 clusters Score -1.042634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82037 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -10426344.000000 Penalty: 5630.448730
	Iteration 81Q: 3 clusters Score -1.042634e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82052 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -10426344.000000 Penalty: 5630.448730
	Iteration 82Q: 3 clusters Score -1.042634e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -10426352.000000 Penalty: 5630.448730
	Iteration 83Q: 3 clusters Score -1.042635e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82087 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -10426337.000000 Penalty: 5630.448730
	Iteration 84Q: 3 clusters Score -1.042634e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82102 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -10426340.000000 Penalty: 5630.448730
	Iteration 85Q: 3 clusters Score -1.042634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -10426357.000000 Penalty: 5630.448730
	Iteration 86Q: 3 clusters Score -1.042636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -10426360.000000 Penalty: 5630.448730
	Iteration 87Q: 3 clusters Score -1.042636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82138 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -10426351.000000 Penalty: 5630.448730
	Iteration 88Q: 3 clusters Score -1.042635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -10426352.000000 Penalty: 5630.448730
	Iteration 89Q: 3 clusters Score -1.042635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -10426356.000000 Penalty: 5630.448730
	Iteration 90Q: 3 clusters Score -1.042636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -10426369.000000 Penalty: 5630.448730
	Iteration 91Q: 3 clusters Score -1.042637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82167 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -10426367.000000 Penalty: 5630.448730
	Iteration 92Q: 3 clusters Score -1.042637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82171 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -10426367.000000 Penalty: 5630.448730
	Iteration 93Q: 3 clusters Score -1.042637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -10426372.000000 Penalty: 5630.448730
	Iteration 94Q: 3 clusters Score -1.042637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -10426368.000000 Penalty: 5630.448730
	Iteration 95Q: 3 clusters Score -1.042637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82180 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -10426360.000000 Penalty: 5630.448730
	Iteration 96Q: 3 clusters Score -1.042636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82181 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -10426368.000000 Penalty: 5630.448730
	Iteration 97Q: 3 clusters Score -1.042637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -10426367.000000 Penalty: 5630.448730
	Iteration 98Q: 3 clusters Score -1.042637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -10426375.000000 Penalty: 5630.448730
	Iteration 99Q: 3 clusters Score -1.042638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82194 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -10426357.000000 Penalty: 5630.448730
	Iteration 100F: 3 clusters Score -1.042636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82198 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -10426340.000000 Penalty: 5630.448730
	Iteration 101Q: 3 clusters Score -1.042634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -10426362.000000 Penalty: 5630.448730
	Iteration 102Q: 3 clusters Score -1.042636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -10426361.000000 Penalty: 5630.448730
	Iteration 103Q: 3 clusters Score -1.042636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82218 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -10426367.000000 Penalty: 5630.448730
	Iteration 104Q: 3 clusters Score -1.042637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82226 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -10426361.000000 Penalty: 5630.448730
	Iteration 105Q: 3 clusters Score -1.042636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82229 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -10426357.000000 Penalty: 5630.448730
	Iteration 106Q: 3 clusters Score -1.042636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82238 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -10426351.000000 Penalty: 5630.448730
	Iteration 107Q: 3 clusters Score -1.042635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -10426355.000000 Penalty: 5630.448730
	Iteration 108Q: 3 clusters Score -1.042636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -10426358.000000 Penalty: 5630.448730
	Iteration 109Q: 3 clusters Score -1.042636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82262 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -10426349.000000 Penalty: 5630.448730
	Iteration 110Q: 3 clusters Score -1.042635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82269 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -10426346.000000 Penalty: 5630.448730
	Iteration 111Q: 3 clusters Score -1.042635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82276 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -10426338.000000 Penalty: 5630.448730
	Iteration 112Q: 3 clusters Score -1.042634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -10426353.000000 Penalty: 5630.448730
	Iteration 113Q: 3 clusters Score -1.042635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -10426338.000000 Penalty: 5630.448730
	Iteration 114Q: 3 clusters Score -1.042634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82308 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -10426331.000000 Penalty: 5630.448730
	Iteration 115Q: 3 clusters Score -1.042633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82323 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -10426346.000000 Penalty: 5630.448730
	Iteration 116Q: 3 clusters Score -1.042635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -10426348.000000 Penalty: 5630.448730
	Iteration 117Q: 3 clusters Score -1.042635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -10426356.000000 Penalty: 5630.448730
	Iteration 118Q: 3 clusters Score -1.042636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82350 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -10426355.000000 Penalty: 5630.448730
	Iteration 119Q: 3 clusters Score -1.042636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -10426354.000000 Penalty: 5630.448730
	Iteration 120F: 3 clusters Score -1.042635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -10426352.000000 Penalty: 5630.448730
	Iteration 121Q: 3 clusters Score -1.042635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82365 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -10426363.000000 Penalty: 5630.448730
	Iteration 122Q: 3 clusters Score -1.042636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -10426352.000000 Penalty: 5630.448730
	Iteration 123Q: 3 clusters Score -1.042635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82379 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -10426361.000000 Penalty: 5630.448730
	Iteration 124Q: 3 clusters Score -1.042636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82384 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -10426356.000000 Penalty: 5630.448730
	Iteration 125Q: 3 clusters Score -1.042636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82390 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -10426350.000000 Penalty: 5630.448730
	Iteration 126Q: 3 clusters Score -1.042635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -10426350.000000 Penalty: 5630.448730
	Iteration 127Q: 3 clusters Score -1.042635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -10426350.000000 Penalty: 5630.448730
	Iteration 128F: 3 clusters Score -1.042635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Entering Unmasked Estep 
Score: -612646.437500 Penalty: 2114.780762
	Iteration 0F: 2 clusters Score -612646.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -608085.812500 Penalty: 4229.561523
	Iteration 0F: 3 clusters Score -608085.8 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -609176.187500 Penalty: 4229.561523
	Iteration 1F: 3 clusters Score -609176.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -609386.375000 Penalty: 4229.561523
	Iteration 2F: 3 clusters Score -609386.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -609477.500000 Penalty: 4229.561523
	Iteration 3Q: 3 clusters Score -609477.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -609540.437500 Penalty: 4229.561523
	Iteration 4Q: 3 clusters Score -609540.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -609590.937500 Penalty: 4229.561523
	Iteration 5Q: 3 clusters Score -609590.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -609624.937500 Penalty: 4229.561523
	Iteration 6Q: 3 clusters Score -609624.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -609648.187500 Penalty: 4229.561523
	Iteration 7Q: 3 clusters Score -609648.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -609669.750000 Penalty: 4229.561523
	Iteration 8Q: 3 clusters Score -609669.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -609689.500000 Penalty: 4229.561523
	Iteration 9Q: 3 clusters Score -609689.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -609707.750000 Penalty: 4229.561523
	Iteration 10Q: 3 clusters Score -609707.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -609721.687500 Penalty: 4229.561523
	Iteration 11Q: 3 clusters Score -609721.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -609737.562500 Penalty: 4229.561523
	Iteration 12Q: 3 clusters Score -609737.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -609749.875000 Penalty: 4229.561523
	Iteration 13Q: 3 clusters Score -609749.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -609760.125000 Penalty: 4229.561523
	Iteration 14Q: 3 clusters Score -609760.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -609765.812500 Penalty: 4229.561523
	Iteration 15Q: 3 clusters Score -609765.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -609773.875000 Penalty: 4229.561523
	Iteration 16Q: 3 clusters Score -609773.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -609783.125000 Penalty: 4229.561523
	Iteration 17Q: 3 clusters Score -609783.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -609793.062500 Penalty: 4229.561523
	Iteration 18Q: 3 clusters Score -609793.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -609801.937500 Penalty: 4229.561523
	Iteration 19Q: 3 clusters Score -609801.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -609811.875000 Penalty: 4229.561523
	Iteration 20F: 3 clusters Score -609811.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -609818.000000 Penalty: 4229.561523
	Iteration 21Q: 3 clusters Score -609818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -609829.562500 Penalty: 4229.561523
	Iteration 22Q: 3 clusters Score -609829.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -609838.750000 Penalty: 4229.561523
	Iteration 23Q: 3 clusters Score -609838.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -609852.500000 Penalty: 4229.561523
	Iteration 24Q: 3 clusters Score -609852.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -609862.312500 Penalty: 4229.561523
	Iteration 25Q: 3 clusters Score -609862.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -609871.750000 Penalty: 4229.561523
	Iteration 26Q: 3 clusters Score -609871.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -609884.187500 Penalty: 4229.561523
	Iteration 27Q: 3 clusters Score -609884.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -609893.062500 Penalty: 4229.561523
	Iteration 28Q: 3 clusters Score -609893.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -609906.062500 Penalty: 4229.561523
	Iteration 29Q: 3 clusters Score -609906.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -609925.812500 Penalty: 4229.561523
	Iteration 30Q: 3 clusters Score -609925.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -609949.312500 Penalty: 4229.561523
	Iteration 31Q: 3 clusters Score -609949.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -609964.875000 Penalty: 4229.561523
	Iteration 32Q: 3 clusters Score -609964.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -609979.625000 Penalty: 4229.561523
	Iteration 33Q: 3 clusters Score -609979.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -609995.062500 Penalty: 4229.561523
	Iteration 34Q: 3 clusters Score -609995.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -610016.937500 Penalty: 4229.561523
	Iteration 35Q: 3 clusters Score -610016.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -610033.812500 Penalty: 4229.561523
	Iteration 36Q: 3 clusters Score -610033.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -610048.312500 Penalty: 4229.561523
	Iteration 37Q: 3 clusters Score -610048.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -610061.187500 Penalty: 4229.561523
	Iteration 38Q: 3 clusters Score -610061.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -610074.500000 Penalty: 4229.561523
	Iteration 39Q: 3 clusters Score -610074.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -610080.500000 Penalty: 4229.561523
	Iteration 40F: 3 clusters Score -610080.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -610086.062500 Penalty: 4229.561523
	Iteration 41Q: 3 clusters Score -610086.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -610094.125000 Penalty: 4229.561523
	Iteration 42Q: 3 clusters Score -610094.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -610103.312500 Penalty: 4229.561523
	Iteration 43Q: 3 clusters Score -610103.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -610116.750000 Penalty: 4229.561523
	Iteration 44Q: 3 clusters Score -610116.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -610135.250000 Penalty: 4229.561523
	Iteration 45Q: 3 clusters Score -610135.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -610153.312500 Penalty: 4229.561523
	Iteration 46Q: 3 clusters Score -610153.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -610167.187500 Penalty: 4229.561523
	Iteration 47Q: 3 clusters Score -610167.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -610187.062500 Penalty: 4229.561523
	Iteration 48Q: 3 clusters Score -610187.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -610205.875000 Penalty: 4229.561523
	Iteration 49Q: 3 clusters Score -610205.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -610225.875000 Penalty: 4229.561523
	Iteration 50Q: 3 clusters Score -610225.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -610256.437500 Penalty: 4229.561523
	Iteration 51Q: 3 clusters Score -610256.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -610288.750000 Penalty: 4229.561523
	Iteration 52Q: 3 clusters Score -610288.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -610311.437500 Penalty: 4229.561523
	Iteration 53Q: 3 clusters Score -610311.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -610339.937500 Penalty: 4229.561523
	Iteration 54Q: 3 clusters Score -610339.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -610365.875000 Penalty: 4229.561523
	Iteration 55Q: 3 clusters Score -610365.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -610383.937500 Penalty: 4229.561523
	Iteration 56Q: 3 clusters Score -610383.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -610411.375000 Penalty: 4229.561523
	Iteration 57Q: 3 clusters Score -610411.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -610446.500000 Penalty: 4229.561523
	Iteration 58Q: 3 clusters Score -610446.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -610486.437500 Penalty: 4229.561523
	Iteration 59Q: 3 clusters Score -610486.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -610519.750000 Penalty: 4229.561523
	Iteration 60F: 3 clusters Score -610519.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -610549.625000 Penalty: 4229.561523
	Iteration 61Q: 3 clusters Score -610549.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -610581.625000 Penalty: 4229.561523
	Iteration 62Q: 3 clusters Score -610581.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -610606.625000 Penalty: 4229.561523
	Iteration 63Q: 3 clusters Score -610606.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -610625.187500 Penalty: 4229.561523
	Iteration 64Q: 3 clusters Score -610625.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -610641.875000 Penalty: 4229.561523
	Iteration 65Q: 3 clusters Score -610641.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -610659.125000 Penalty: 4229.561523
	Iteration 66Q: 3 clusters Score -610659.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -610671.375000 Penalty: 4229.561523
	Iteration 67Q: 3 clusters Score -610671.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -610689.875000 Penalty: 4229.561523
	Iteration 68Q: 3 clusters Score -610689.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -610705.062500 Penalty: 4229.561523
	Iteration 69Q: 3 clusters Score -610705.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -610716.312500 Penalty: 4229.561523
	Iteration 70Q: 3 clusters Score -610716.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -610723.312500 Penalty: 4229.561523
	Iteration 71Q: 3 clusters Score -610723.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -610728.312500 Penalty: 4229.561523
	Iteration 72Q: 3 clusters Score -610728.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -610734.437500 Penalty: 4229.561523
	Iteration 73Q: 3 clusters Score -610734.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -610737.937500 Penalty: 4229.561523
	Iteration 74Q: 3 clusters Score -610737.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -610741.187500 Penalty: 4229.561523
	Iteration 75Q: 3 clusters Score -610741.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -610744.812500 Penalty: 4229.561523
	Iteration 76Q: 3 clusters Score -610744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -610744.812500 Penalty: 4229.561523
	Iteration 77Q: 3 clusters Score -610744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -610746.062500 Penalty: 4229.561523
	Iteration 78Q: 3 clusters Score -610746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -610746.625000 Penalty: 4229.561523
	Iteration 79Q: 3 clusters Score -610746.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -610746.625000 Penalty: 4229.561523
	Iteration 80F: 3 clusters Score -610746.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Entering Unmasked Estep 
Score: -540156.687500 Penalty: 2094.692627
	Iteration 0F: 2 clusters Score -540156.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -535832.937500 Penalty: 4189.385254
	Iteration 0F: 3 clusters Score -535832.9 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -536828.750000 Penalty: 4189.385254
	Iteration 1F: 3 clusters Score -536828.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -537058.937500 Penalty: 4189.385254
	Iteration 2F: 3 clusters Score -537058.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -537257.000000 Penalty: 4189.385254
	Iteration 3F: 3 clusters Score -537257 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -537418.187500 Penalty: 4189.385254
	Iteration 4Q: 3 clusters Score -537418.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -537566.625000 Penalty: 4189.385254
	Iteration 5Q: 3 clusters Score -537566.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -537678.875000 Penalty: 4189.385254
	Iteration 6Q: 3 clusters Score -537678.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -537769.250000 Penalty: 4189.385254
	Iteration 7Q: 3 clusters Score -537769.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -537842.312500 Penalty: 4189.385254
	Iteration 8Q: 3 clusters Score -537842.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -537910.437500 Penalty: 4189.385254
	Iteration 9Q: 3 clusters Score -537910.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -537959.000000 Penalty: 4189.385254
	Iteration 10Q: 3 clusters Score -537959 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -537999.812500 Penalty: 4189.385254
	Iteration 11Q: 3 clusters Score -537999.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -538037.250000 Penalty: 4189.385254
	Iteration 12Q: 3 clusters Score -538037.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -538074.687500 Penalty: 4189.385254
	Iteration 13Q: 3 clusters Score -538074.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -538109.562500 Penalty: 4189.385254
	Iteration 14Q: 3 clusters Score -538109.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -538144.312500 Penalty: 4189.385254
	Iteration 15Q: 3 clusters Score -538144.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -538170.187500 Penalty: 4189.385254
	Iteration 16Q: 3 clusters Score -538170.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -538196.937500 Penalty: 4189.385254
	Iteration 17Q: 3 clusters Score -538196.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -538222.125000 Penalty: 4189.385254
	Iteration 18Q: 3 clusters Score -538222.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -538240.250000 Penalty: 4189.385254
	Iteration 19Q: 3 clusters Score -538240.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -538263.437500 Penalty: 4189.385254
	Iteration 20F: 3 clusters Score -538263.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -538287.250000 Penalty: 4189.385254
	Iteration 21Q: 3 clusters Score -538287.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -538306.312500 Penalty: 4189.385254
	Iteration 22Q: 3 clusters Score -538306.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -538324.687500 Penalty: 4189.385254
	Iteration 23Q: 3 clusters Score -538324.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -538351.312500 Penalty: 4189.385254
	Iteration 24Q: 3 clusters Score -538351.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -538372.437500 Penalty: 4189.385254
	Iteration 25Q: 3 clusters Score -538372.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -538387.875000 Penalty: 4189.385254
	Iteration 26Q: 3 clusters Score -538387.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -538406.250000 Penalty: 4189.385254
	Iteration 27Q: 3 clusters Score -538406.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -538420.562500 Penalty: 4189.385254
	Iteration 28Q: 3 clusters Score -538420.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -538436.750000 Penalty: 4189.385254
	Iteration 29Q: 3 clusters Score -538436.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -538449.937500 Penalty: 4189.385254
	Iteration 30Q: 3 clusters Score -538449.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -538467.125000 Penalty: 4189.385254
	Iteration 31Q: 3 clusters Score -538467.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -538478.625000 Penalty: 4189.385254
	Iteration 32Q: 3 clusters Score -538478.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -538487.125000 Penalty: 4189.385254
	Iteration 33Q: 3 clusters Score -538487.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -538491.937500 Penalty: 4189.385254
	Iteration 34Q: 3 clusters Score -538491.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -538494.812500 Penalty: 4189.385254
	Iteration 35Q: 3 clusters Score -538494.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -538496.812500 Penalty: 4189.385254
	Iteration 36Q: 3 clusters Score -538496.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -538500.187500 Penalty: 4189.385254
	Iteration 37Q: 3 clusters Score -538500.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -538502.187500 Penalty: 4189.385254
	Iteration 38Q: 3 clusters Score -538502.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -538504.687500 Penalty: 4189.385254
	Iteration 39Q: 3 clusters Score -538504.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -538504.625000 Penalty: 4189.385254
	Iteration 40F: 3 clusters Score -538504.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -62795.160156 Penalty: 1597.750000
	Iteration 0F: 2 clusters Score -62795.16 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 300 members 
Entering Unmasked Estep 
Score: -61193.582031 Penalty: 3195.500000
	Iteration 0F: 3 clusters Score -61193.58 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61459.789062 Penalty: 3195.500000
	Iteration 1F: 3 clusters Score -61459.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61629.855469 Penalty: 3195.500000
	Iteration 2F: 3 clusters Score -61629.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61713.628906 Penalty: 3195.500000
	Iteration 3F: 3 clusters Score -61713.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61800.429688 Penalty: 3195.500000
	Iteration 4Q: 3 clusters Score -61800.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61843.687500 Penalty: 3195.500000
	Iteration 5Q: 3 clusters Score -61843.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61893.996094 Penalty: 3195.500000
	Iteration 6Q: 3 clusters Score -61894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61964.222656 Penalty: 3195.500000
	Iteration 7Q: 3 clusters Score -61964.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -62001.507812 Penalty: 3195.500000
	Iteration 8Q: 3 clusters Score -62001.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -62021.972656 Penalty: 3195.500000
	Iteration 9Q: 3 clusters Score -62021.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -62042.617188 Penalty: 3195.500000
	Iteration 10Q: 3 clusters Score -62042.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -62054.593750 Penalty: 3195.500000
	Iteration 11Q: 3 clusters Score -62054.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -62068.738281 Penalty: 3195.500000
	Iteration 12Q: 3 clusters Score -62068.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -62074.007812 Penalty: 3195.500000
	Iteration 13Q: 3 clusters Score -62074.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -62079.679688 Penalty: 3195.500000
	Iteration 14Q: 3 clusters Score -62079.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -62079.679688 Penalty: 3195.500000
	Iteration 15F: 3 clusters Score -62079.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (227139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227139 members 
Entering Unmasked Estep 
Score: -27526264.000000 Penalty: 3058.662842
	Iteration 0F: 2 clusters Score -2.752626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113509 members 
Mstep: Class 2 contains 113630 members 
Entering Unmasked Estep 
Score: -27379336.000000 Penalty: 6117.325684
	Iteration 0F: 3 clusters Score -2.737934e+07 nChanged 109343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112342 members 
Mstep: Class 2 contains 114797 members 
Entering Unmasked Estep 
Score: -27443490.000000 Penalty: 6117.325684
	Iteration 1F: 3 clusters Score -2.744349e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111797 members 
Mstep: Class 2 contains 115342 members 
Entering Unmasked Estep 
Score: -27444794.000000 Penalty: 6117.325684
	Iteration 2Q: 3 clusters Score -2.744479e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110951 members 
Mstep: Class 2 contains 116188 members 
Entering Unmasked Estep 
Score: -27446296.000000 Penalty: 6117.325684
	Iteration 3Q: 3 clusters Score -2.74463e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109672 members 
Mstep: Class 2 contains 117467 members 
Entering Unmasked Estep 
Score: -27448572.000000 Penalty: 6117.325684
	Iteration 4Q: 3 clusters Score -2.744857e+07 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 119218 members 
Entering Unmasked Estep 
Score: -27451596.000000 Penalty: 6117.325684
	Iteration 5Q: 3 clusters Score -2.74516e+07 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105650 members 
Mstep: Class 2 contains 121489 members 
Entering Unmasked Estep 
Score: -27456124.000000 Penalty: 6117.325684
	Iteration 6Q: 3 clusters Score -2.745612e+07 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102805 members 
Mstep: Class 2 contains 124334 members 
Entering Unmasked Estep 
Score: -27462666.000000 Penalty: 6117.325684
	Iteration 7F: 3 clusters Score -2.746267e+07 nChanged 13471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100046 members 
Mstep: Class 2 contains 127093 members 
Entering Unmasked Estep 
Score: -27471876.000000 Penalty: 6117.325684
	Iteration 8F: 3 clusters Score -2.747188e+07 nChanged 14419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97807 members 
Mstep: Class 2 contains 129332 members 
Entering Unmasked Estep 
Score: -27482564.000000 Penalty: 6117.325684
	Iteration 9F: 3 clusters Score -2.748256e+07 nChanged 13635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96554 members 
Mstep: Class 2 contains 130585 members 
Entering Unmasked Estep 
Score: -27491276.000000 Penalty: 6117.325684
	Iteration 10F: 3 clusters Score -2.749128e+07 nChanged 10314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95936 members 
Mstep: Class 2 contains 131203 members 
Entering Unmasked Estep 
Score: -27495420.000000 Penalty: 6117.325684
	Iteration 11Q: 3 clusters Score -2.749542e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95384 members 
Mstep: Class 2 contains 131755 members 
Entering Unmasked Estep 
Score: -27496810.000000 Penalty: 6117.325684
	Iteration 12Q: 3 clusters Score -2.749681e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94738 members 
Mstep: Class 2 contains 132401 members 
Entering Unmasked Estep 
Score: -27497294.000000 Penalty: 6117.325684
	Iteration 13Q: 3 clusters Score -2.749729e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94100 members 
Mstep: Class 2 contains 133039 members 
Entering Unmasked Estep 
Score: -27497850.000000 Penalty: 6117.325684
	Iteration 14Q: 3 clusters Score -2.749785e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93364 members 
Mstep: Class 2 contains 133775 members 
Entering Unmasked Estep 
Score: -27498174.000000 Penalty: 6117.325684
	Iteration 15Q: 3 clusters Score -2.749817e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92573 members 
Mstep: Class 2 contains 134566 members 
Entering Unmasked Estep 
Score: -27498584.000000 Penalty: 6117.325684
	Iteration 16Q: 3 clusters Score -2.749858e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91684 members 
Mstep: Class 2 contains 135455 members 
Entering Unmasked Estep 
Score: -27498906.000000 Penalty: 6117.325684
	Iteration 17Q: 3 clusters Score -2.749891e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90708 members 
Mstep: Class 2 contains 136431 members 
Entering Unmasked Estep 
Score: -27499258.000000 Penalty: 6117.325684
	Iteration 18Q: 3 clusters Score -2.749926e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89670 members 
Mstep: Class 2 contains 137469 members 
Entering Unmasked Estep 
Score: -27499476.000000 Penalty: 6117.325684
	Iteration 19Q: 3 clusters Score -2.749948e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88590 members 
Mstep: Class 2 contains 138549 members 
Entering Unmasked Estep 
Score: -27499734.000000 Penalty: 6117.325684
	Iteration 20F: 3 clusters Score -2.749973e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87437 members 
Mstep: Class 2 contains 139702 members 
Entering Unmasked Estep 
Score: -27500168.000000 Penalty: 6117.325684
	Iteration 21Q: 3 clusters Score -2.750017e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86234 members 
Mstep: Class 2 contains 140905 members 
Entering Unmasked Estep 
Score: -27500578.000000 Penalty: 6117.325684
	Iteration 22Q: 3 clusters Score -2.750058e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84952 members 
Mstep: Class 2 contains 142187 members 
Entering Unmasked Estep 
Score: -27500732.000000 Penalty: 6117.325684
	Iteration 23Q: 3 clusters Score -2.750073e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83564 members 
Mstep: Class 2 contains 143575 members 
Entering Unmasked Estep 
Score: -27501020.000000 Penalty: 6117.325684
	Iteration 24Q: 3 clusters Score -2.750102e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82102 members 
Mstep: Class 2 contains 145037 members 
Entering Unmasked Estep 
Score: -27501250.000000 Penalty: 6117.325684
	Iteration 25Q: 3 clusters Score -2.750125e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80511 members 
Mstep: Class 2 contains 146628 members 
Entering Unmasked Estep 
Score: -27501612.000000 Penalty: 6117.325684
	Iteration 26Q: 3 clusters Score -2.750161e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78755 members 
Mstep: Class 2 contains 148384 members 
Entering Unmasked Estep 
Score: -27501930.000000 Penalty: 6117.325684
	Iteration 27Q: 3 clusters Score -2.750193e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76888 members 
Mstep: Class 2 contains 150251 members 
Entering Unmasked Estep 
Score: -27502336.000000 Penalty: 6117.325684
	Iteration 28Q: 3 clusters Score -2.750234e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74908 members 
Mstep: Class 2 contains 152231 members 
Entering Unmasked Estep 
Score: -27502652.000000 Penalty: 6117.325684
	Iteration 29Q: 3 clusters Score -2.750265e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 154330 members 
Entering Unmasked Estep 
Score: -27503242.000000 Penalty: 6117.325684
	Iteration 30Q: 3 clusters Score -2.750324e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70556 members 
Mstep: Class 2 contains 156583 members 
Entering Unmasked Estep 
Score: -27503760.000000 Penalty: 6117.325684
	Iteration 31Q: 3 clusters Score -2.750376e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 158894 members 
Entering Unmasked Estep 
Score: -27504276.000000 Penalty: 6117.325684
	Iteration 32Q: 3 clusters Score -2.750428e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 161251 members 
Entering Unmasked Estep 
Score: -27504628.000000 Penalty: 6117.325684
	Iteration 33Q: 3 clusters Score -2.750463e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63371 members 
Mstep: Class 2 contains 163768 members 
Entering Unmasked Estep 
Score: -27505316.000000 Penalty: 6117.325684
	Iteration 34Q: 3 clusters Score -2.750532e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60773 members 
Mstep: Class 2 contains 166366 members 
Entering Unmasked Estep 
Score: -27505892.000000 Penalty: 6117.325684
	Iteration 35Q: 3 clusters Score -2.750589e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 169150 members 
Entering Unmasked Estep 
Score: -27506584.000000 Penalty: 6117.325684
	Iteration 36Q: 3 clusters Score -2.750658e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 171974 members 
Entering Unmasked Estep 
Score: -27507138.000000 Penalty: 6117.325684
	Iteration 37Q: 3 clusters Score -2.750714e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 174839 members 
Entering Unmasked Estep 
Score: -27507676.000000 Penalty: 6117.325684
	Iteration 38Q: 3 clusters Score -2.750768e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 177769 members 
Entering Unmasked Estep 
Score: -27508478.000000 Penalty: 6117.325684
	Iteration 39Q: 3 clusters Score -2.750848e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 180771 members 
Entering Unmasked Estep 
Score: -27509180.000000 Penalty: 6117.325684
	Iteration 40F: 3 clusters Score -2.750918e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 183911 members 
Entering Unmasked Estep 
Score: -27510054.000000 Penalty: 6117.325684
	Iteration 41Q: 3 clusters Score -2.751005e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 187077 members 
Entering Unmasked Estep 
Score: -27510918.000000 Penalty: 6117.325684
	Iteration 42Q: 3 clusters Score -2.751092e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 190186 members 
Entering Unmasked Estep 
Score: -27512070.000000 Penalty: 6117.325684
	Iteration 43Q: 3 clusters Score -2.751207e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 193275 members 
Entering Unmasked Estep 
Score: -27513086.000000 Penalty: 6117.325684
	Iteration 44Q: 3 clusters Score -2.751309e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 196335 members 
Entering Unmasked Estep 
Score: -27514290.000000 Penalty: 6117.325684
	Iteration 45Q: 3 clusters Score -2.751429e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 199333 members 
Entering Unmasked Estep 
Score: -27515186.000000 Penalty: 6117.325684
	Iteration 46Q: 3 clusters Score -2.751519e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 202169 members 
Entering Unmasked Estep 
Score: -27516058.000000 Penalty: 6117.325684
	Iteration 47Q: 3 clusters Score -2.751606e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 204801 members 
Entering Unmasked Estep 
Score: -27516876.000000 Penalty: 6117.325684
	Iteration 48Q: 3 clusters Score -2.751688e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 207253 members 
Entering Unmasked Estep 
Score: -27517730.000000 Penalty: 6117.325684
	Iteration 49Q: 3 clusters Score -2.751773e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 209457 members 
Entering Unmasked Estep 
Score: -27518394.000000 Penalty: 6117.325684
	Iteration 50Q: 3 clusters Score -2.751839e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 211548 members 
Entering Unmasked Estep 
Score: -27519122.000000 Penalty: 6117.325684
	Iteration 51Q: 3 clusters Score -2.751912e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 213452 members 
Entering Unmasked Estep 
Score: -27519752.000000 Penalty: 6117.325684
	Iteration 52Q: 3 clusters Score -2.751975e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 215178 members 
Entering Unmasked Estep 
Score: -27520480.000000 Penalty: 6117.325684
	Iteration 53Q: 3 clusters Score -2.752048e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 216708 members 
Entering Unmasked Estep 
Score: -27521144.000000 Penalty: 6117.325684
	Iteration 54Q: 3 clusters Score -2.752114e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 218004 members 
Entering Unmasked Estep 
Score: -27521650.000000 Penalty: 6117.325684
	Iteration 55Q: 3 clusters Score -2.752165e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 219102 members 
Entering Unmasked Estep 
Score: -27522100.000000 Penalty: 6117.325684
	Iteration 56Q: 3 clusters Score -2.75221e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 219990 members 
Entering Unmasked Estep 
Score: -27522672.000000 Penalty: 6117.325684
	Iteration 57Q: 3 clusters Score -2.752267e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 220732 members 
Entering Unmasked Estep 
Score: -27523062.000000 Penalty: 6117.325684
	Iteration 58Q: 3 clusters Score -2.752306e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 221336 members 
Entering Unmasked Estep 
Score: -27523332.000000 Penalty: 6117.325684
	Iteration 59Q: 3 clusters Score -2.752333e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 221826 members 
Entering Unmasked Estep 
Score: -27523464.000000 Penalty: 6117.325684
	Iteration 60F: 3 clusters Score -2.752346e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 222241 members 
Entering Unmasked Estep 
Score: -27523612.000000 Penalty: 6117.325684
	Iteration 61Q: 3 clusters Score -2.752361e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 222571 members 
Entering Unmasked Estep 
Score: -27523702.000000 Penalty: 6117.325684
	Iteration 62Q: 3 clusters Score -2.75237e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 222830 members 
Entering Unmasked Estep 
Score: -27523740.000000 Penalty: 6117.325684
	Iteration 63Q: 3 clusters Score -2.752374e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 223052 members 
Entering Unmasked Estep 
Score: -27523798.000000 Penalty: 6117.325684
	Iteration 64Q: 3 clusters Score -2.75238e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 223235 members 
Entering Unmasked Estep 
Score: -27523816.000000 Penalty: 6117.325684
	Iteration 65Q: 3 clusters Score -2.752382e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 223386 members 
Entering Unmasked Estep 
Score: -27523872.000000 Penalty: 6117.325684
	Iteration 66Q: 3 clusters Score -2.752387e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 223536 members 
Entering Unmasked Estep 
Score: -27523904.000000 Penalty: 6117.325684
	Iteration 67Q: 3 clusters Score -2.75239e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 223644 members 
Entering Unmasked Estep 
Score: -27523970.000000 Penalty: 6117.325684
	Iteration 68Q: 3 clusters Score -2.752397e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 223736 members 
Entering Unmasked Estep 
Score: -27523968.000000 Penalty: 6117.325684
	Iteration 69Q: 3 clusters Score -2.752397e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 223811 members 
Entering Unmasked Estep 
Score: -27523994.000000 Penalty: 6117.325684
	Iteration 70Q: 3 clusters Score -2.752399e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 223863 members 
Entering Unmasked Estep 
Score: -27524002.000000 Penalty: 6117.325684
	Iteration 71Q: 3 clusters Score -2.7524e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 223910 members 
Entering Unmasked Estep 
Score: -27524032.000000 Penalty: 6117.325684
	Iteration 72Q: 3 clusters Score -2.752403e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 223956 members 
Entering Unmasked Estep 
Score: -27524090.000000 Penalty: 6117.325684
	Iteration 73Q: 3 clusters Score -2.752409e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 223996 members 
Entering Unmasked Estep 
Score: -27524128.000000 Penalty: 6117.325684
	Iteration 74Q: 3 clusters Score -2.752413e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 224038 members 
Entering Unmasked Estep 
Score: -27524146.000000 Penalty: 6117.325684
	Iteration 75Q: 3 clusters Score -2.752415e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 224068 members 
Entering Unmasked Estep 
Score: -27524166.000000 Penalty: 6117.325684
	Iteration 76Q: 3 clusters Score -2.752417e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 224087 members 
Entering Unmasked Estep 
Score: -27524166.000000 Penalty: 6117.325684
	Iteration 77Q: 3 clusters Score -2.752417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 224100 members 
Entering Unmasked Estep 
Score: -27524148.000000 Penalty: 6117.325684
	Iteration 78Q: 3 clusters Score -2.752415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 224113 members 
Entering Unmasked Estep 
Score: -27524144.000000 Penalty: 6117.325684
	Iteration 79Q: 3 clusters Score -2.752414e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 224123 members 
Entering Unmasked Estep 
Score: -27524150.000000 Penalty: 6117.325684
	Iteration 80F: 3 clusters Score -2.752415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 224139 members 
Entering Unmasked Estep 
Score: -27524182.000000 Penalty: 6117.325684
	Iteration 81Q: 3 clusters Score -2.752418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 224154 members 
Entering Unmasked Estep 
Score: -27524162.000000 Penalty: 6117.325684
	Iteration 82Q: 3 clusters Score -2.752416e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 224181 members 
Entering Unmasked Estep 
Score: -27524164.000000 Penalty: 6117.325684
	Iteration 83Q: 3 clusters Score -2.752416e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 224194 members 
Entering Unmasked Estep 
Score: -27524160.000000 Penalty: 6117.325684
	Iteration 84Q: 3 clusters Score -2.752416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 224211 members 
Entering Unmasked Estep 
Score: -27524148.000000 Penalty: 6117.325684
	Iteration 85Q: 3 clusters Score -2.752415e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 224223 members 
Entering Unmasked Estep 
Score: -27524158.000000 Penalty: 6117.325684
	Iteration 86Q: 3 clusters Score -2.752416e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 224236 members 
Entering Unmasked Estep 
Score: -27524152.000000 Penalty: 6117.325684
	Iteration 87Q: 3 clusters Score -2.752415e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 224249 members 
Entering Unmasked Estep 
Score: -27524206.000000 Penalty: 6117.325684
	Iteration 88Q: 3 clusters Score -2.752421e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 224260 members 
Entering Unmasked Estep 
Score: -27524188.000000 Penalty: 6117.325684
	Iteration 89Q: 3 clusters Score -2.752419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 224271 members 
Entering Unmasked Estep 
Score: -27524202.000000 Penalty: 6117.325684
	Iteration 90Q: 3 clusters Score -2.75242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 224280 members 
Entering Unmasked Estep 
Score: -27524204.000000 Penalty: 6117.325684
	Iteration 91Q: 3 clusters Score -2.75242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 224287 members 
Entering Unmasked Estep 
Score: -27524228.000000 Penalty: 6117.325684
	Iteration 92Q: 3 clusters Score -2.752423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 224293 members 
Entering Unmasked Estep 
Score: -27524222.000000 Penalty: 6117.325684
	Iteration 93Q: 3 clusters Score -2.752422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 224299 members 
Entering Unmasked Estep 
Score: -27524222.000000 Penalty: 6117.325684
	Iteration 94Q: 3 clusters Score -2.752422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 224306 members 
Entering Unmasked Estep 
Score: -27524238.000000 Penalty: 6117.325684
	Iteration 95Q: 3 clusters Score -2.752424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 224314 members 
Entering Unmasked Estep 
Score: -27524230.000000 Penalty: 6117.325684
	Iteration 96Q: 3 clusters Score -2.752423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 224320 members 
Entering Unmasked Estep 
Score: -27524230.000000 Penalty: 6117.325684
	Iteration 97Q: 3 clusters Score -2.752423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 224326 members 
Entering Unmasked Estep 
Score: -27524222.000000 Penalty: 6117.325684
	Iteration 98Q: 3 clusters Score -2.752422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 224335 members 
Entering Unmasked Estep 
Score: -27524196.000000 Penalty: 6117.325684
	Iteration 99Q: 3 clusters Score -2.75242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 224340 members 
Entering Unmasked Estep 
Score: -27524206.000000 Penalty: 6117.325684
	Iteration 100F: 3 clusters Score -2.752421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 224342 members 
Entering Unmasked Estep 
Score: -27524200.000000 Penalty: 6117.325684
	Iteration 101Q: 3 clusters Score -2.75242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 224342 members 
Entering Unmasked Estep 
Score: -27524214.000000 Penalty: 6117.325684
	Iteration 102Q: 3 clusters Score -2.752421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 224341 members 
Entering Unmasked Estep 
Score: -27524204.000000 Penalty: 6117.325684
	Iteration 103Q: 3 clusters Score -2.75242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 224341 members 
Entering Unmasked Estep 
Score: -27524212.000000 Penalty: 6117.325684
	Iteration 104Q: 3 clusters Score -2.752421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 224344 members 
Entering Unmasked Estep 
Score: -27524192.000000 Penalty: 6117.325684
	Iteration 105Q: 3 clusters Score -2.752419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 224346 members 
Entering Unmasked Estep 
Score: -27524204.000000 Penalty: 6117.325684
	Iteration 106Q: 3 clusters Score -2.75242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 224348 members 
Entering Unmasked Estep 
Score: -27524202.000000 Penalty: 6117.325684
	Iteration 107Q: 3 clusters Score -2.75242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 224349 members 
Entering Unmasked Estep 
Score: -27524192.000000 Penalty: 6117.325684
	Iteration 108Q: 3 clusters Score -2.752419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 224351 members 
Entering Unmasked Estep 
Score: -27524206.000000 Penalty: 6117.325684
	Iteration 109Q: 3 clusters Score -2.752421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 224352 members 
Entering Unmasked Estep 
Score: -27524210.000000 Penalty: 6117.325684
	Iteration 110Q: 3 clusters Score -2.752421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 224355 members 
Entering Unmasked Estep 
Score: -27524218.000000 Penalty: 6117.325684
	Iteration 111Q: 3 clusters Score -2.752422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 224357 members 
Entering Unmasked Estep 
Score: -27524214.000000 Penalty: 6117.325684
	Iteration 112Q: 3 clusters Score -2.752421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 224358 members 
Entering Unmasked Estep 
Score: -27524214.000000 Penalty: 6117.325684
	Iteration 113Q: 3 clusters Score -2.752421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 224358 members 
Entering Unmasked Estep 
Score: -27524214.000000 Penalty: 6117.325684
	Iteration 114F: 3 clusters Score -2.752421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -51955.261719 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -51955.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50375.468750 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -50375.47 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -50723.183594 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -50723.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -50842.621094 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -50842.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -50988.574219 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -50988.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51099.199219 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -51099.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51166.562500 Penalty: 3184.317383
	Iteration 5F: 3 clusters Score -51166.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51225.128906 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -51225.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51293.828125 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -51293.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51364.730469 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -51364.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51487.851562 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -51487.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51531.605469 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -51531.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51547.144531 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -51547.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51554.117188 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -51554.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51558.632812 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -51558.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51561.804688 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -51561.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51567.738281 Penalty: 3184.317383
	Iteration 15F: 3 clusters Score -51567.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51593.398438 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -51593.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51602.011719 Penalty: 3184.317383
	Iteration 17Q: 3 clusters Score -51602.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51606.761719 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -51606.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51611.507812 Penalty: 3184.317383
	Iteration 19Q: 3 clusters Score -51611.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51618.242188 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -51618.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51619.761719 Penalty: 3184.317383
	Iteration 21Q: 3 clusters Score -51619.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51622.027344 Penalty: 3184.317383
	Iteration 22Q: 3 clusters Score -51622.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51632.324219 Penalty: 3184.317383
	Iteration 23Q: 3 clusters Score -51632.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51647.140625 Penalty: 3184.317383
	Iteration 24Q: 3 clusters Score -51647.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51667.332031 Penalty: 3184.317383
	Iteration 25Q: 3 clusters Score -51667.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51707.738281 Penalty: 3184.317383
	Iteration 26Q: 3 clusters Score -51707.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51728.152344 Penalty: 3184.317383
	Iteration 27Q: 3 clusters Score -51728.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51767.183594 Penalty: 3184.317383
	Iteration 28Q: 3 clusters Score -51767.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51791.156250 Penalty: 3184.317383
	Iteration 29Q: 3 clusters Score -51791.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51836.679688 Penalty: 3184.317383
	Iteration 30Q: 3 clusters Score -51836.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51921.335938 Penalty: 3184.317383
	Iteration 31Q: 3 clusters Score -51921.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51958.925781 Penalty: 3184.317383
	Iteration 32Q: 3 clusters Score -51958.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51960.558594 Penalty: 3184.317383
	Iteration 33F: 3 clusters Score -51960.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -51965.859375 Penalty: 3184.317383
	Iteration 34Q: 3 clusters Score -51965.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52001.042969 Penalty: 3184.317383
	Iteration 35Q: 3 clusters Score -52001.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52094.132812 Penalty: 3184.317383
	Iteration 36Q: 3 clusters Score -52094.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52182.378906 Penalty: 3184.317383
	Iteration 37Q: 3 clusters Score -52182.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52206.476562 Penalty: 3184.317383
	Iteration 38Q: 3 clusters Score -52206.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52206.476562 Penalty: 3184.317383
	Iteration 39F: 3 clusters Score -52206.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203513 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85111 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227139 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34065 members 
Mstep: Class 19 contains 46655 members 
Mstep: Class 21 contains 199475 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
Score: -104284576.000000 Penalty: 64462.460938
Splitting cluster 14 changes total score from -104286208.000000 to -104284576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Entering Unmasked Estep 
Score: -439326.843750 Penalty: 2050.199951
	Iteration 0F: 2 clusters Score -439326.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -435534.531250 Penalty: 4100.399902
	Iteration 0F: 3 clusters Score -435534.5 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -436427.031250 Penalty: 4100.399902
	Iteration 1F: 3 clusters Score -436427 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -436717.906250 Penalty: 4100.399902
	Iteration 2F: 3 clusters Score -436717.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -437019.500000 Penalty: 4100.399902
	Iteration 3F: 3 clusters Score -437019.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -437408.562500 Penalty: 4100.399902
	Iteration 4F: 3 clusters Score -437408.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -437755.468750 Penalty: 4100.399902
	Iteration 5F: 3 clusters Score -437755.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -437993.781250 Penalty: 4100.399902
	Iteration 6F: 3 clusters Score -437993.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -438108.218750 Penalty: 4100.399902
	Iteration 7Q: 3 clusters Score -438108.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -438174.531250 Penalty: 4100.399902
	Iteration 8Q: 3 clusters Score -438174.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -438215.625000 Penalty: 4100.399902
	Iteration 9Q: 3 clusters Score -438215.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -438246.531250 Penalty: 4100.399902
	Iteration 10Q: 3 clusters Score -438246.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -438264.093750 Penalty: 4100.399902
	Iteration 11Q: 3 clusters Score -438264.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -438271.812500 Penalty: 4100.399902
	Iteration 12Q: 3 clusters Score -438271.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -438277.187500 Penalty: 4100.399902
	Iteration 13Q: 3 clusters Score -438277.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -438278.937500 Penalty: 4100.399902
	Iteration 14Q: 3 clusters Score -438278.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -438282.250000 Penalty: 4100.399902
	Iteration 15Q: 3 clusters Score -438282.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -438287.125000 Penalty: 4100.399902
	Iteration 16Q: 3 clusters Score -438287.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -438291.718750 Penalty: 4100.399902
	Iteration 17Q: 3 clusters Score -438291.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -438295.781250 Penalty: 4100.399902
	Iteration 18Q: 3 clusters Score -438295.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -438298.750000 Penalty: 4100.399902
	Iteration 19Q: 3 clusters Score -438298.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -438300.250000 Penalty: 4100.399902
	Iteration 20F: 3 clusters Score -438300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -438300.968750 Penalty: 4100.399902
	Iteration 21Q: 3 clusters Score -438301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -438300.968750 Penalty: 4100.399902
	Iteration 22F: 3 clusters Score -438301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Entering Unmasked Estep 
Score: -4201690.000000 Penalty: 2588.134277
	Iteration 0F: 2 clusters Score -4201690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -4178522.000000 Penalty: 5176.268555
	Iteration 0F: 3 clusters Score -4178522 nChanged 15426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -4186848.000000 Penalty: 5176.268555
	Iteration 1F: 3 clusters Score -4186848 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -4187286.500000 Penalty: 5176.268555
	Iteration 2Q: 3 clusters Score -4187286 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -4187657.500000 Penalty: 5176.268555
	Iteration 3Q: 3 clusters Score -4187658 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -4188065.250000 Penalty: 5176.268555
	Iteration 4Q: 3 clusters Score -4188065 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -4188639.250000 Penalty: 5176.268555
	Iteration 5Q: 3 clusters Score -4188639 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -4189450.000000 Penalty: 5176.268555
	Iteration 6Q: 3 clusters Score -4189450 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -4190694.000000 Penalty: 5176.268555
	Iteration 7F: 3 clusters Score -4190694 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -4192579.250000 Penalty: 5176.268555
	Iteration 8F: 3 clusters Score -4192579 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -4194939.000000 Penalty: 5176.268555
	Iteration 9F: 3 clusters Score -4194939 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -4197114.500000 Penalty: 5176.268555
	Iteration 10F: 3 clusters Score -4197114 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4198474.500000 Penalty: 5176.268555
	Iteration 11Q: 3 clusters Score -4198474 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4199045.000000 Penalty: 5176.268555
	Iteration 12Q: 3 clusters Score -4199045 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4199258.000000 Penalty: 5176.268555
	Iteration 13Q: 3 clusters Score -4199258 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4199339.500000 Penalty: 5176.268555
	Iteration 14Q: 3 clusters Score -4199340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4199381.000000 Penalty: 5176.268555
	Iteration 15Q: 3 clusters Score -4199381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4199417.000000 Penalty: 5176.268555
	Iteration 16Q: 3 clusters Score -4199417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4199439.000000 Penalty: 5176.268555
	Iteration 17Q: 3 clusters Score -4199439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4199460.500000 Penalty: 5176.268555
	Iteration 18Q: 3 clusters Score -4199460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4199467.500000 Penalty: 5176.268555
	Iteration 19Q: 3 clusters Score -4199468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4199474.000000 Penalty: 5176.268555
	Iteration 20F: 3 clusters Score -4199474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4199479.500000 Penalty: 5176.268555
	Iteration 21Q: 3 clusters Score -4199480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4199495.000000 Penalty: 5176.268555
	Iteration 22Q: 3 clusters Score -4199495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4199505.500000 Penalty: 5176.268555
	Iteration 23Q: 3 clusters Score -4199506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4199505.500000 Penalty: 5176.268555
	Iteration 24Q: 3 clusters Score -4199506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4199509.500000 Penalty: 5176.268555
	Iteration 25Q: 3 clusters Score -4199510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4199512.500000 Penalty: 5176.268555
	Iteration 26Q: 3 clusters Score -4199512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4199512.500000 Penalty: 5176.268555
	Iteration 27F: 3 clusters Score -4199512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Entering Unmasked Estep 
Score: -5514211.500000 Penalty: 2666.132568
	Iteration 0F: 2 clusters Score -5514212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -5482773.000000 Penalty: 5332.265137
	Iteration 0F: 3 clusters Score -5482773 nChanged 21526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -5494452.500000 Penalty: 5332.265137
	Iteration 1F: 3 clusters Score -5494452 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -5494953.000000 Penalty: 5332.265137
	Iteration 2Q: 3 clusters Score -5494953 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -5495437.500000 Penalty: 5332.265137
	Iteration 3Q: 3 clusters Score -5495438 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -5495882.000000 Penalty: 5332.265137
	Iteration 4Q: 3 clusters Score -5495882 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -5496433.000000 Penalty: 5332.265137
	Iteration 5Q: 3 clusters Score -5496433 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -5497048.500000 Penalty: 5332.265137
	Iteration 6Q: 3 clusters Score -5497048 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -5497845.000000 Penalty: 5332.265137
	Iteration 7Q: 3 clusters Score -5497845 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -5498995.000000 Penalty: 5332.265137
	Iteration 8Q: 3 clusters Score -5498995 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -5500428.000000 Penalty: 5332.265137
	Iteration 9F: 3 clusters Score -5500428 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -5502117.500000 Penalty: 5332.265137
	Iteration 10F: 3 clusters Score -5502118 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -5504018.000000 Penalty: 5332.265137
	Iteration 11F: 3 clusters Score -5504018 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -5506161.500000 Penalty: 5332.265137
	Iteration 12F: 3 clusters Score -5506162 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -5508119.500000 Penalty: 5332.265137
	Iteration 13Q: 3 clusters Score -5508120 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -5509700.000000 Penalty: 5332.265137
	Iteration 14Q: 3 clusters Score -5509700 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -5510665.500000 Penalty: 5332.265137
	Iteration 15Q: 3 clusters Score -5510666 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -5511228.500000 Penalty: 5332.265137
	Iteration 16Q: 3 clusters Score -5511228 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -5511536.000000 Penalty: 5332.265137
	Iteration 17Q: 3 clusters Score -5511536 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -5511737.000000 Penalty: 5332.265137
	Iteration 18Q: 3 clusters Score -5511737 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -5511868.000000 Penalty: 5332.265137
	Iteration 19Q: 3 clusters Score -5511868 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -5511956.500000 Penalty: 5332.265137
	Iteration 20F: 3 clusters Score -5511956 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -5512001.000000 Penalty: 5332.265137
	Iteration 21Q: 3 clusters Score -5512001 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -5512048.500000 Penalty: 5332.265137
	Iteration 22Q: 3 clusters Score -5512048 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -5512078.000000 Penalty: 5332.265137
	Iteration 23Q: 3 clusters Score -5512078 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -5512115.000000 Penalty: 5332.265137
	Iteration 24Q: 3 clusters Score -5512115 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -5512140.000000 Penalty: 5332.265137
	Iteration 25Q: 3 clusters Score -5512140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -5512153.000000 Penalty: 5332.265137
	Iteration 26Q: 3 clusters Score -5512153 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -5512177.500000 Penalty: 5332.265137
	Iteration 27Q: 3 clusters Score -5512178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -5512192.500000 Penalty: 5332.265137
	Iteration 28Q: 3 clusters Score -5512192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -5512211.000000 Penalty: 5332.265137
	Iteration 29Q: 3 clusters Score -5512211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -5512212.000000 Penalty: 5332.265137
	Iteration 30Q: 3 clusters Score -5512212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -5512223.000000 Penalty: 5332.265137
	Iteration 31Q: 3 clusters Score -5512223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -5512218.500000 Penalty: 5332.265137
	Iteration 32Q: 3 clusters Score -5512218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -5512230.500000 Penalty: 5332.265137
	Iteration 33Q: 3 clusters Score -5512230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -5512234.500000 Penalty: 5332.265137
	Iteration 34Q: 3 clusters Score -5512234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -5512236.500000 Penalty: 5332.265137
	Iteration 35Q: 3 clusters Score -5512236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -5512239.500000 Penalty: 5332.265137
	Iteration 36Q: 3 clusters Score -5512240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -5512240.000000 Penalty: 5332.265137
	Iteration 37Q: 3 clusters Score -5512240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -5512245.000000 Penalty: 5332.265137
	Iteration 38Q: 3 clusters Score -5512245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -5512248.500000 Penalty: 5332.265137
	Iteration 39Q: 3 clusters Score -5512248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -5512250.000000 Penalty: 5332.265137
	Iteration 40F: 3 clusters Score -5512250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -5512250.000000 Penalty: 5332.265137
	Iteration 41Q: 3 clusters Score -5512250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -5512252.500000 Penalty: 5332.265137
	Iteration 42Q: 3 clusters Score -5512252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -5512252.500000 Penalty: 5332.265137
	Iteration 43Q: 3 clusters Score -5512252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -5512251.500000 Penalty: 5332.265137
	Iteration 44Q: 3 clusters Score -5512252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -5512264.000000 Penalty: 5332.265137
	Iteration 45Q: 3 clusters Score -5512264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -5512260.000000 Penalty: 5332.265137
	Iteration 46Q: 3 clusters Score -5512260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -5512256.000000 Penalty: 5332.265137
	Iteration 47Q: 3 clusters Score -5512256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -5512259.000000 Penalty: 5332.265137
	Iteration 48Q: 3 clusters Score -5512259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -5512262.000000 Penalty: 5332.265137
	Iteration 49Q: 3 clusters Score -5512262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -5512263.500000 Penalty: 5332.265137
	Iteration 50Q: 3 clusters Score -5512264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -5512261.500000 Penalty: 5332.265137
	Iteration 51Q: 3 clusters Score -5512262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -5512261.000000 Penalty: 5332.265137
	Iteration 52Q: 3 clusters Score -5512261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -5512261.000000 Penalty: 5332.265137
	Iteration 53F: 3 clusters Score -5512261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (199475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199475 members 
Entering Unmasked Estep 
Score: -24283546.000000 Penalty: 3026.454346
	Iteration 0F: 2 clusters Score -2.428355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99631 members 
Mstep: Class 2 contains 99844 members 
Entering Unmasked Estep 
Score: -24152146.000000 Penalty: 6052.908691
	Iteration 0F: 3 clusters Score -2.415215e+07 nChanged 96012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97935 members 
Mstep: Class 2 contains 101540 members 
Entering Unmasked Estep 
Score: -24208400.000000 Penalty: 6052.908691
	Iteration 1F: 3 clusters Score -2.42084e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97228 members 
Mstep: Class 2 contains 102247 members 
Entering Unmasked Estep 
Score: -24209380.000000 Penalty: 6052.908691
	Iteration 2Q: 3 clusters Score -2.420938e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96051 members 
Mstep: Class 2 contains 103424 members 
Entering Unmasked Estep 
Score: -24210692.000000 Penalty: 6052.908691
	Iteration 3Q: 3 clusters Score -2.421069e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94202 members 
Mstep: Class 2 contains 105273 members 
Entering Unmasked Estep 
Score: -24212792.000000 Penalty: 6052.908691
	Iteration 4Q: 3 clusters Score -2.421279e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91516 members 
Mstep: Class 2 contains 107959 members 
Entering Unmasked Estep 
Score: -24216016.000000 Penalty: 6052.908691
	Iteration 5Q: 3 clusters Score -2.421602e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 111378 members 
Entering Unmasked Estep 
Score: -24221142.000000 Penalty: 6052.908691
	Iteration 6Q: 3 clusters Score -2.422114e+07 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 115288 members 
Entering Unmasked Estep 
Score: -24228202.000000 Penalty: 6052.908691
	Iteration 7F: 3 clusters Score -2.42282e+07 nChanged 12374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80419 members 
Mstep: Class 2 contains 119056 members 
Entering Unmasked Estep 
Score: -24237512.000000 Penalty: 6052.908691
	Iteration 8F: 3 clusters Score -2.423751e+07 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77558 members 
Mstep: Class 2 contains 121917 members 
Entering Unmasked Estep 
Score: -24247852.000000 Penalty: 6052.908691
	Iteration 9F: 3 clusters Score -2.424785e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75792 members 
Mstep: Class 2 contains 123683 members 
Entering Unmasked Estep 
Score: -24255196.000000 Penalty: 6052.908691
	Iteration 10F: 3 clusters Score -2.42552e+07 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74501 members 
Mstep: Class 2 contains 124974 members 
Entering Unmasked Estep 
Score: -24258494.000000 Penalty: 6052.908691
	Iteration 11Q: 3 clusters Score -2.425849e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 126236 members 
Entering Unmasked Estep 
Score: -24259610.000000 Penalty: 6052.908691
	Iteration 12Q: 3 clusters Score -2.425961e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71883 members 
Mstep: Class 2 contains 127592 members 
Entering Unmasked Estep 
Score: -24260160.000000 Penalty: 6052.908691
	Iteration 13Q: 3 clusters Score -2.426016e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70513 members 
Mstep: Class 2 contains 128962 members 
Entering Unmasked Estep 
Score: -24260350.000000 Penalty: 6052.908691
	Iteration 14Q: 3 clusters Score -2.426035e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69107 members 
Mstep: Class 2 contains 130368 members 
Entering Unmasked Estep 
Score: -24260784.000000 Penalty: 6052.908691
	Iteration 15Q: 3 clusters Score -2.426078e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67599 members 
Mstep: Class 2 contains 131876 members 
Entering Unmasked Estep 
Score: -24261134.000000 Penalty: 6052.908691
	Iteration 16Q: 3 clusters Score -2.426113e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 133479 members 
Entering Unmasked Estep 
Score: -24261542.000000 Penalty: 6052.908691
	Iteration 17Q: 3 clusters Score -2.426154e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 135072 members 
Entering Unmasked Estep 
Score: -24262002.000000 Penalty: 6052.908691
	Iteration 18Q: 3 clusters Score -2.4262e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 136746 members 
Entering Unmasked Estep 
Score: -24262394.000000 Penalty: 6052.908691
	Iteration 19Q: 3 clusters Score -2.426239e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 138499 members 
Entering Unmasked Estep 
Score: -24262874.000000 Penalty: 6052.908691
	Iteration 20F: 3 clusters Score -2.426287e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 140369 members 
Entering Unmasked Estep 
Score: -24263340.000000 Penalty: 6052.908691
	Iteration 21Q: 3 clusters Score -2.426334e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 142301 members 
Entering Unmasked Estep 
Score: -24263756.000000 Penalty: 6052.908691
	Iteration 22Q: 3 clusters Score -2.426376e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 144397 members 
Entering Unmasked Estep 
Score: -24264338.000000 Penalty: 6052.908691
	Iteration 23Q: 3 clusters Score -2.426434e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 146575 members 
Entering Unmasked Estep 
Score: -24264958.000000 Penalty: 6052.908691
	Iteration 24Q: 3 clusters Score -2.426496e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 148919 members 
Entering Unmasked Estep 
Score: -24265618.000000 Penalty: 6052.908691
	Iteration 25Q: 3 clusters Score -2.426562e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 151336 members 
Entering Unmasked Estep 
Score: -24266050.000000 Penalty: 6052.908691
	Iteration 26Q: 3 clusters Score -2.426605e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 153819 members 
Entering Unmasked Estep 
Score: -24266758.000000 Penalty: 6052.908691
	Iteration 27Q: 3 clusters Score -2.426676e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 156366 members 
Entering Unmasked Estep 
Score: -24267448.000000 Penalty: 6052.908691
	Iteration 28Q: 3 clusters Score -2.426745e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 158875 members 
Entering Unmasked Estep 
Score: -24268084.000000 Penalty: 6052.908691
	Iteration 29Q: 3 clusters Score -2.426808e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 161512 members 
Entering Unmasked Estep 
Score: -24268790.000000 Penalty: 6052.908691
	Iteration 30Q: 3 clusters Score -2.426879e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 164156 members 
Entering Unmasked Estep 
Score: -24269500.000000 Penalty: 6052.908691
	Iteration 31Q: 3 clusters Score -2.42695e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 166912 members 
Entering Unmasked Estep 
Score: -24270400.000000 Penalty: 6052.908691
	Iteration 32Q: 3 clusters Score -2.42704e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 169696 members 
Entering Unmasked Estep 
Score: -24271222.000000 Penalty: 6052.908691
	Iteration 33Q: 3 clusters Score -2.427122e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 172430 members 
Entering Unmasked Estep 
Score: -24272206.000000 Penalty: 6052.908691
	Iteration 34Q: 3 clusters Score -2.427221e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 175059 members 
Entering Unmasked Estep 
Score: -24272904.000000 Penalty: 6052.908691
	Iteration 35Q: 3 clusters Score -2.42729e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 177621 members 
Entering Unmasked Estep 
Score: -24273788.000000 Penalty: 6052.908691
	Iteration 36Q: 3 clusters Score -2.427379e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 180036 members 
Entering Unmasked Estep 
Score: -24274586.000000 Penalty: 6052.908691
	Iteration 37Q: 3 clusters Score -2.427459e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 182278 members 
Entering Unmasked Estep 
Score: -24275458.000000 Penalty: 6052.908691
	Iteration 38Q: 3 clusters Score -2.427546e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 184482 members 
Entering Unmasked Estep 
Score: -24276324.000000 Penalty: 6052.908691
	Iteration 39Q: 3 clusters Score -2.427632e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 186520 members 
Entering Unmasked Estep 
Score: -24276988.000000 Penalty: 6052.908691
	Iteration 40F: 3 clusters Score -2.427699e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 188383 members 
Entering Unmasked Estep 
Score: -24277698.000000 Penalty: 6052.908691
	Iteration 41Q: 3 clusters Score -2.42777e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 189953 members 
Entering Unmasked Estep 
Score: -24278270.000000 Penalty: 6052.908691
	Iteration 42Q: 3 clusters Score -2.427827e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 191317 members 
Entering Unmasked Estep 
Score: -24278848.000000 Penalty: 6052.908691
	Iteration 43Q: 3 clusters Score -2.427885e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 192464 members 
Entering Unmasked Estep 
Score: -24279246.000000 Penalty: 6052.908691
	Iteration 44Q: 3 clusters Score -2.427925e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 193434 members 
Entering Unmasked Estep 
Score: -24279556.000000 Penalty: 6052.908691
	Iteration 45Q: 3 clusters Score -2.427956e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 194266 members 
Entering Unmasked Estep 
Score: -24279838.000000 Penalty: 6052.908691
	Iteration 46Q: 3 clusters Score -2.427984e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 194936 members 
Entering Unmasked Estep 
Score: -24279952.000000 Penalty: 6052.908691
	Iteration 47Q: 3 clusters Score -2.427995e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 195511 members 
Entering Unmasked Estep 
Score: -24280172.000000 Penalty: 6052.908691
	Iteration 48Q: 3 clusters Score -2.428017e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 195984 members 
Entering Unmasked Estep 
Score: -24280252.000000 Penalty: 6052.908691
	Iteration 49Q: 3 clusters Score -2.428025e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 196359 members 
Entering Unmasked Estep 
Score: -24280356.000000 Penalty: 6052.908691
	Iteration 50Q: 3 clusters Score -2.428036e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 196659 members 
Entering Unmasked Estep 
Score: -24280458.000000 Penalty: 6052.908691
	Iteration 51Q: 3 clusters Score -2.428046e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 196897 members 
Entering Unmasked Estep 
Score: -24280580.000000 Penalty: 6052.908691
	Iteration 52Q: 3 clusters Score -2.428058e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 197096 members 
Entering Unmasked Estep 
Score: -24280616.000000 Penalty: 6052.908691
	Iteration 53Q: 3 clusters Score -2.428062e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 197261 members 
Entering Unmasked Estep 
Score: -24280708.000000 Penalty: 6052.908691
	Iteration 54Q: 3 clusters Score -2.428071e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 197406 members 
Entering Unmasked Estep 
Score: -24280770.000000 Penalty: 6052.908691
	Iteration 55Q: 3 clusters Score -2.428077e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 197526 members 
Entering Unmasked Estep 
Score: -24280854.000000 Penalty: 6052.908691
	Iteration 56Q: 3 clusters Score -2.428085e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 197629 members 
Entering Unmasked Estep 
Score: -24280876.000000 Penalty: 6052.908691
	Iteration 57Q: 3 clusters Score -2.428088e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 197716 members 
Entering Unmasked Estep 
Score: -24280918.000000 Penalty: 6052.908691
	Iteration 58Q: 3 clusters Score -2.428092e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 197779 members 
Entering Unmasked Estep 
Score: -24280942.000000 Penalty: 6052.908691
	Iteration 59Q: 3 clusters Score -2.428094e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 197837 members 
Entering Unmasked Estep 
Score: -24280962.000000 Penalty: 6052.908691
	Iteration 60F: 3 clusters Score -2.428096e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 197895 members 
Entering Unmasked Estep 
Score: -24280980.000000 Penalty: 6052.908691
	Iteration 61Q: 3 clusters Score -2.428098e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 197939 members 
Entering Unmasked Estep 
Score: -24280982.000000 Penalty: 6052.908691
	Iteration 62Q: 3 clusters Score -2.428098e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 197978 members 
Entering Unmasked Estep 
Score: -24280974.000000 Penalty: 6052.908691
	Iteration 63Q: 3 clusters Score -2.428097e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 198005 members 
Entering Unmasked Estep 
Score: -24281004.000000 Penalty: 6052.908691
	Iteration 64Q: 3 clusters Score -2.4281e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 198030 members 
Entering Unmasked Estep 
Score: -24281002.000000 Penalty: 6052.908691
	Iteration 65Q: 3 clusters Score -2.4281e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 198052 members 
Entering Unmasked Estep 
Score: -24281012.000000 Penalty: 6052.908691
	Iteration 66Q: 3 clusters Score -2.428101e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 198076 members 
Entering Unmasked Estep 
Score: -24280998.000000 Penalty: 6052.908691
	Iteration 67Q: 3 clusters Score -2.4281e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 198098 members 
Entering Unmasked Estep 
Score: -24281012.000000 Penalty: 6052.908691
	Iteration 68Q: 3 clusters Score -2.428101e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 198125 members 
Entering Unmasked Estep 
Score: -24281056.000000 Penalty: 6052.908691
	Iteration 69Q: 3 clusters Score -2.428106e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 198147 members 
Entering Unmasked Estep 
Score: -24281066.000000 Penalty: 6052.908691
	Iteration 70Q: 3 clusters Score -2.428107e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 198161 members 
Entering Unmasked Estep 
Score: -24281080.000000 Penalty: 6052.908691
	Iteration 71Q: 3 clusters Score -2.428108e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 198178 members 
Entering Unmasked Estep 
Score: -24281080.000000 Penalty: 6052.908691
	Iteration 72Q: 3 clusters Score -2.428108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 198190 members 
Entering Unmasked Estep 
Score: -24281088.000000 Penalty: 6052.908691
	Iteration 73Q: 3 clusters Score -2.428109e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 198204 members 
Entering Unmasked Estep 
Score: -24281088.000000 Penalty: 6052.908691
	Iteration 74Q: 3 clusters Score -2.428109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 198211 members 
Entering Unmasked Estep 
Score: -24281078.000000 Penalty: 6052.908691
	Iteration 75Q: 3 clusters Score -2.428108e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 198226 members 
Entering Unmasked Estep 
Score: -24281110.000000 Penalty: 6052.908691
	Iteration 76Q: 3 clusters Score -2.428111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 198237 members 
Entering Unmasked Estep 
Score: -24281128.000000 Penalty: 6052.908691
	Iteration 77Q: 3 clusters Score -2.428113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 198249 members 
Entering Unmasked Estep 
Score: -24281118.000000 Penalty: 6052.908691
	Iteration 78Q: 3 clusters Score -2.428112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 198253 members 
Entering Unmasked Estep 
Score: -24281120.000000 Penalty: 6052.908691
	Iteration 79Q: 3 clusters Score -2.428112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 198258 members 
Entering Unmasked Estep 
Score: -24281128.000000 Penalty: 6052.908691
	Iteration 80F: 3 clusters Score -2.428113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 198265 members 
Entering Unmasked Estep 
Score: -24281124.000000 Penalty: 6052.908691
	Iteration 81Q: 3 clusters Score -2.428112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 198273 members 
Entering Unmasked Estep 
Score: -24281128.000000 Penalty: 6052.908691
	Iteration 82Q: 3 clusters Score -2.428113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 198275 members 
Entering Unmasked Estep 
Score: -24281132.000000 Penalty: 6052.908691
	Iteration 83Q: 3 clusters Score -2.428113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 198281 members 
Entering Unmasked Estep 
Score: -24281126.000000 Penalty: 6052.908691
	Iteration 84Q: 3 clusters Score -2.428113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 198285 members 
Entering Unmasked Estep 
Score: -24281122.000000 Penalty: 6052.908691
	Iteration 85Q: 3 clusters Score -2.428112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 198292 members 
Entering Unmasked Estep 
Score: -24281118.000000 Penalty: 6052.908691
	Iteration 86Q: 3 clusters Score -2.428112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 198295 members 
Entering Unmasked Estep 
Score: -24281106.000000 Penalty: 6052.908691
	Iteration 87Q: 3 clusters Score -2.428111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 198296 members 
Entering Unmasked Estep 
Score: -24281104.000000 Penalty: 6052.908691
	Iteration 88Q: 3 clusters Score -2.42811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 198300 members 
Entering Unmasked Estep 
Score: -24281124.000000 Penalty: 6052.908691
	Iteration 89Q: 3 clusters Score -2.428112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 198303 members 
Entering Unmasked Estep 
Score: -24281124.000000 Penalty: 6052.908691
	Iteration 90Q: 3 clusters Score -2.428112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 198304 members 
Entering Unmasked Estep 
Score: -24281122.000000 Penalty: 6052.908691
	Iteration 91Q: 3 clusters Score -2.428112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 198306 members 
Entering Unmasked Estep 
Score: -24281118.000000 Penalty: 6052.908691
	Iteration 92Q: 3 clusters Score -2.428112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 198307 members 
Entering Unmasked Estep 
Score: -24281124.000000 Penalty: 6052.908691
	Iteration 93Q: 3 clusters Score -2.428112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 198308 members 
Entering Unmasked Estep 
Score: -24281128.000000 Penalty: 6052.908691
	Iteration 94Q: 3 clusters Score -2.428113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 198310 members 
Entering Unmasked Estep 
Score: -24281106.000000 Penalty: 6052.908691
	Iteration 95Q: 3 clusters Score -2.428111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 198312 members 
Entering Unmasked Estep 
Score: -24281104.000000 Penalty: 6052.908691
	Iteration 96Q: 3 clusters Score -2.42811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 198312 members 
Entering Unmasked Estep 
Score: -24281104.000000 Penalty: 6052.908691
	Iteration 97F: 3 clusters Score -2.42811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -501578.531250 Penalty: 2080.842773
	Iteration 0F: 2 clusters Score -501578.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -497422.406250 Penalty: 4161.685547
	Iteration 0F: 3 clusters Score -497422.4 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -498342.375000 Penalty: 4161.685547
	Iteration 1F: 3 clusters Score -498342.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -498523.437500 Penalty: 4161.685547
	Iteration 2F: 3 clusters Score -498523.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -498630.187500 Penalty: 4161.685547
	Iteration 3Q: 3 clusters Score -498630.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -498711.281250 Penalty: 4161.685547
	Iteration 4Q: 3 clusters Score -498711.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -498768.625000 Penalty: 4161.685547
	Iteration 5Q: 3 clusters Score -498768.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -498818.281250 Penalty: 4161.685547
	Iteration 6Q: 3 clusters Score -498818.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -498843.906250 Penalty: 4161.685547
	Iteration 7Q: 3 clusters Score -498843.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -498864.156250 Penalty: 4161.685547
	Iteration 8Q: 3 clusters Score -498864.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -498876.937500 Penalty: 4161.685547
	Iteration 9Q: 3 clusters Score -498876.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -498888.437500 Penalty: 4161.685547
	Iteration 10Q: 3 clusters Score -498888.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -498896.812500 Penalty: 4161.685547
	Iteration 11Q: 3 clusters Score -498896.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -498905.593750 Penalty: 4161.685547
	Iteration 12Q: 3 clusters Score -498905.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -498914.156250 Penalty: 4161.685547
	Iteration 13Q: 3 clusters Score -498914.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -498919.656250 Penalty: 4161.685547
	Iteration 14Q: 3 clusters Score -498919.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -498925.468750 Penalty: 4161.685547
	Iteration 15Q: 3 clusters Score -498925.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -498930.468750 Penalty: 4161.685547
	Iteration 16Q: 3 clusters Score -498930.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -498935.593750 Penalty: 4161.685547
	Iteration 17Q: 3 clusters Score -498935.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -498940.093750 Penalty: 4161.685547
	Iteration 18Q: 3 clusters Score -498940.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -498945.937500 Penalty: 4161.685547
	Iteration 19Q: 3 clusters Score -498945.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -498951.343750 Penalty: 4161.685547
	Iteration 20F: 3 clusters Score -498951.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -498956.781250 Penalty: 4161.685547
	Iteration 21Q: 3 clusters Score -498956.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -498961.031250 Penalty: 4161.685547
	Iteration 22Q: 3 clusters Score -498961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -498963.718750 Penalty: 4161.685547
	Iteration 23Q: 3 clusters Score -498963.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -498967.937500 Penalty: 4161.685547
	Iteration 24Q: 3 clusters Score -498967.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -498970.750000 Penalty: 4161.685547
	Iteration 25Q: 3 clusters Score -498970.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -498971.406250 Penalty: 4161.685547
	Iteration 26Q: 3 clusters Score -498971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -498971.750000 Penalty: 4161.685547
	Iteration 27Q: 3 clusters Score -498971.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -498972.750000 Penalty: 4161.685547
	Iteration 28Q: 3 clusters Score -498972.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -498973.343750 Penalty: 4161.685547
	Iteration 29Q: 3 clusters Score -498973.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -498975.375000 Penalty: 4161.685547
	Iteration 30Q: 3 clusters Score -498975.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -498975.125000 Penalty: 4161.685547
	Iteration 31Q: 3 clusters Score -498975.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -498976.406250 Penalty: 4161.685547
	Iteration 32Q: 3 clusters Score -498976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -498977.187500 Penalty: 4161.685547
	Iteration 33Q: 3 clusters Score -498977.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -498978.593750 Penalty: 4161.685547
	Iteration 34Q: 3 clusters Score -498978.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -498979.593750 Penalty: 4161.685547
	Iteration 35Q: 3 clusters Score -498979.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -498981.625000 Penalty: 4161.685547
	Iteration 36Q: 3 clusters Score -498981.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -498983.468750 Penalty: 4161.685547
	Iteration 37Q: 3 clusters Score -498983.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -498985.406250 Penalty: 4161.685547
	Iteration 38Q: 3 clusters Score -498985.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -498987.000000 Penalty: 4161.685547
	Iteration 39Q: 3 clusters Score -498987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -498988.968750 Penalty: 4161.685547
	Iteration 40F: 3 clusters Score -498989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -498990.500000 Penalty: 4161.685547
	Iteration 41Q: 3 clusters Score -498990.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -498991.937500 Penalty: 4161.685547
	Iteration 42Q: 3 clusters Score -498991.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -498992.468750 Penalty: 4161.685547
	Iteration 43Q: 3 clusters Score -498992.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -498992.468750 Penalty: 4161.685547
	Iteration 44F: 3 clusters Score -498992.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Entering Unmasked Estep 
Score: -1618083.875000 Penalty: 2351.509521
	Iteration 0F: 2 clusters Score -1618084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1608445.500000 Penalty: 4703.019043
	Iteration 0F: 3 clusters Score -1608446 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1611356.500000 Penalty: 4703.019043
	Iteration 1F: 3 clusters Score -1611356 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1611725.500000 Penalty: 4703.019043
	Iteration 2F: 3 clusters Score -1611726 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1612128.250000 Penalty: 4703.019043
	Iteration 3F: 3 clusters Score -1612128 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1612620.750000 Penalty: 4703.019043
	Iteration 4F: 3 clusters Score -1612621 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1613208.250000 Penalty: 4703.019043
	Iteration 5F: 3 clusters Score -1613208 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1613893.750000 Penalty: 4703.019043
	Iteration 6F: 3 clusters Score -1613894 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1614566.875000 Penalty: 4703.019043
	Iteration 7F: 3 clusters Score -1614567 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1615166.625000 Penalty: 4703.019043
	Iteration 8F: 3 clusters Score -1615167 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1615721.500000 Penalty: 4703.019043
	Iteration 9Q: 3 clusters Score -1615722 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1616118.875000 Penalty: 4703.019043
	Iteration 10Q: 3 clusters Score -1616119 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1616315.750000 Penalty: 4703.019043
	Iteration 11Q: 3 clusters Score -1616316 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1616404.625000 Penalty: 4703.019043
	Iteration 12Q: 3 clusters Score -1616405 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1616442.625000 Penalty: 4703.019043
	Iteration 13Q: 3 clusters Score -1616443 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1616452.500000 Penalty: 4703.019043
	Iteration 14Q: 3 clusters Score -1616452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1616463.000000 Penalty: 4703.019043
	Iteration 15Q: 3 clusters Score -1616463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1616469.250000 Penalty: 4703.019043
	Iteration 16Q: 3 clusters Score -1616469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1616470.250000 Penalty: 4703.019043
	Iteration 17Q: 3 clusters Score -1616470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1616475.750000 Penalty: 4703.019043
	Iteration 18Q: 3 clusters Score -1616476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1616475.875000 Penalty: 4703.019043
	Iteration 19Q: 3 clusters Score -1616476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1616475.500000 Penalty: 4703.019043
	Iteration 20F: 3 clusters Score -1616476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1616474.250000 Penalty: 4703.019043
	Iteration 21Q: 3 clusters Score -1616474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1616476.875000 Penalty: 4703.019043
	Iteration 22Q: 3 clusters Score -1616477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1616476.875000 Penalty: 4703.019043
	Iteration 23Q: 3 clusters Score -1616477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1616475.625000 Penalty: 4703.019043
	Iteration 24Q: 3 clusters Score -1616476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1616476.500000 Penalty: 4703.019043
	Iteration 25Q: 3 clusters Score -1616476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1616478.625000 Penalty: 4703.019043
	Iteration 26Q: 3 clusters Score -1616479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1616479.125000 Penalty: 4703.019043
	Iteration 27Q: 3 clusters Score -1616479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1616481.250000 Penalty: 4703.019043
	Iteration 28Q: 3 clusters Score -1616481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1616481.250000 Penalty: 4703.019043
	Iteration 29F: 3 clusters Score -1616481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203513 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85111 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227139 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34065 members 
Mstep: Class 19 contains 46655 members 
Mstep: Class 21 contains 199475 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286232.000000 Penalty: 61069.699219
Iteration 399Q: 19 clusters Score -1.042862e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203514 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85111 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227136 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34065 members 
Mstep: Class 19 contains 46655 members 
Mstep: Class 21 contains 199477 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286232.000000 Penalty: 61069.699219
Iteration 400F: 19 clusters Score -1.042862e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203513 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85112 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227133 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34065 members 
Mstep: Class 19 contains 46655 members 
Mstep: Class 21 contains 199480 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286232.000000 Penalty: 61069.699219
Iteration 401Q: 19 clusters Score -1.042862e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203513 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85112 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227131 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34064 members 
Mstep: Class 19 contains 46655 members 
Mstep: Class 21 contains 199483 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286240.000000 Penalty: 61069.699219
Iteration 402Q: 19 clusters Score -1.042862e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203514 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85113 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227128 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34062 members 
Mstep: Class 19 contains 46655 members 
Mstep: Class 21 contains 199486 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286304.000000 Penalty: 61069.699219
Iteration 403Q: 19 clusters Score -1.042863e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203514 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85113 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227123 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34062 members 
Mstep: Class 19 contains 46655 members 
Mstep: Class 21 contains 199491 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286256.000000 Penalty: 61069.699219
Iteration 404Q: 19 clusters Score -1.042863e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203516 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85113 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227112 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34062 members 
Mstep: Class 19 contains 46655 members 
Mstep: Class 21 contains 199500 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286168.000000 Penalty: 61069.699219
Iteration 405Q: 19 clusters Score -1.042862e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203517 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85114 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227107 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34062 members 
Mstep: Class 19 contains 46655 members 
Mstep: Class 21 contains 199503 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286176.000000 Penalty: 61069.699219
Iteration 406Q: 19 clusters Score -1.042862e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203519 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85115 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227106 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34062 members 
Mstep: Class 19 contains 46655 members 
Mstep: Class 21 contains 199501 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286192.000000 Penalty: 61069.699219
Iteration 407Q: 19 clusters Score -1.042862e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203519 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85115 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227105 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34062 members 
Mstep: Class 19 contains 46655 members 
Mstep: Class 21 contains 199502 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286192.000000 Penalty: 61069.699219
Iteration 408Q: 19 clusters Score -1.042862e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203519 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85115 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227104 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34062 members 
Mstep: Class 19 contains 46655 members 
Mstep: Class 21 contains 199502 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286192.000000 Penalty: 61069.699219
Iteration 409Q: 19 clusters Score -1.042862e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203520 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85115 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227100 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34062 members 
Mstep: Class 19 contains 46655 members 
Mstep: Class 21 contains 199503 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286184.000000 Penalty: 61069.699219
Iteration 410Q: 19 clusters Score -1.042862e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203520 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85115 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227095 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34061 members 
Mstep: Class 19 contains 46656 members 
Mstep: Class 21 contains 199509 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286176.000000 Penalty: 61069.699219
Iteration 411Q: 19 clusters Score -1.042862e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38540 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203520 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85115 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227087 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34059 members 
Mstep: Class 19 contains 46654 members 
Mstep: Class 21 contains 199519 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286096.000000 Penalty: 61069.699219
Iteration 412Q: 19 clusters Score -1.042861e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38541 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203520 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85116 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227082 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34058 members 
Mstep: Class 19 contains 46655 members 
Mstep: Class 21 contains 199522 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286128.000000 Penalty: 61069.699219
Iteration 413Q: 19 clusters Score -1.042861e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38543 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203521 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85115 members 
Mstep: Class 10 contains 5055 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227077 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34059 members 
Mstep: Class 19 contains 46654 members 
Mstep: Class 21 contains 199524 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286184.000000 Penalty: 61069.699219
Iteration 414Q: 19 clusters Score -1.042862e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38544 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203520 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85115 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227076 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 46654 members 
Mstep: Class 21 contains 199528 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286224.000000 Penalty: 61069.699219
Iteration 415Q: 19 clusters Score -1.042862e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38544 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203520 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85115 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227073 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 46654 members 
Mstep: Class 21 contains 199531 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286200.000000 Penalty: 61069.699219
Iteration 416Q: 19 clusters Score -1.042862e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38544 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203520 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85115 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227072 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 46654 members 
Mstep: Class 21 contains 199532 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286200.000000 Penalty: 61069.699219
Iteration 417Q: 19 clusters Score -1.042862e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38544 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203520 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85115 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227070 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 46654 members 
Mstep: Class 21 contains 199534 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286168.000000 Penalty: 61069.699219
Iteration 418Q: 19 clusters Score -1.042862e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38544 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203520 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85115 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227068 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 46654 members 
Mstep: Class 21 contains 199536 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286160.000000 Penalty: 61069.699219
Iteration 419Q: 19 clusters Score -1.042862e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38544 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203520 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85115 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227067 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 46654 members 
Mstep: Class 21 contains 199537 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286160.000000 Penalty: 61069.699219
Iteration 420F: 19 clusters Score -1.042862e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38544 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203520 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85115 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227065 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 46654 members 
Mstep: Class 21 contains 199539 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286152.000000 Penalty: 61069.699219
Iteration 421Q: 19 clusters Score -1.042862e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38544 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203520 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85115 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227065 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 46654 members 
Mstep: Class 21 contains 199539 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286152.000000 Penalty: 61069.699219
Iteration 422Q: 19 clusters Score -1.042862e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38544 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203519 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85115 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227066 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 46654 members 
Mstep: Class 21 contains 199539 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286160.000000 Penalty: 61069.699219
Iteration 423Q: 19 clusters Score -1.042862e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38545 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203518 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85115 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227064 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 46654 members 
Mstep: Class 21 contains 199541 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286160.000000 Penalty: 61069.699219
Iteration 424Q: 19 clusters Score -1.042862e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38546 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203519 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85114 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227064 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 46653 members 
Mstep: Class 21 contains 199541 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286152.000000 Penalty: 61069.699219
Iteration 425Q: 19 clusters Score -1.042862e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38546 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203520 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85114 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227063 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 46653 members 
Mstep: Class 21 contains 199541 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286152.000000 Penalty: 61069.699219
Iteration 426Q: 19 clusters Score -1.042862e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38546 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203519 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85114 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227063 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 46653 members 
Mstep: Class 21 contains 199542 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286168.000000 Penalty: 61069.699219
Iteration 427Q: 19 clusters Score -1.042862e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38546 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203519 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85114 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227063 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 46653 members 
Mstep: Class 21 contains 199542 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286168.000000 Penalty: 61069.699219
Iteration 428F: 19 clusters Score -1.042862e+08 nChanged 0
Entering ConstructFrom: 
Score: -104286168.000000 Penalty: 61069.699219
Entering ConstructFrom: 
Trying to split cluster 1 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -222678.859375 Penalty: 1896.295776
	Iteration 0F: 2 clusters Score -222678.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -220071.921875 Penalty: 3792.591553
	Iteration 0F: 3 clusters Score -220071.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -220605.109375 Penalty: 3792.591553
	Iteration 1F: 3 clusters Score -220605.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -220765.656250 Penalty: 3792.591553
	Iteration 2F: 3 clusters Score -220765.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -220848.984375 Penalty: 3792.591553
	Iteration 3Q: 3 clusters Score -220849 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -220916.062500 Penalty: 3792.591553
	Iteration 4Q: 3 clusters Score -220916.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -220984.765625 Penalty: 3792.591553
	Iteration 5Q: 3 clusters Score -220984.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -221069.546875 Penalty: 3792.591553
	Iteration 6Q: 3 clusters Score -221069.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -221153.640625 Penalty: 3792.591553
	Iteration 7Q: 3 clusters Score -221153.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -221248.484375 Penalty: 3792.591553
	Iteration 8Q: 3 clusters Score -221248.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -221434.453125 Penalty: 3792.591553
	Iteration 9Q: 3 clusters Score -221434.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -221607.296875 Penalty: 3792.591553
	Iteration 10F: 3 clusters Score -221607.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -221891.968750 Penalty: 3792.591553
	Iteration 11F: 3 clusters Score -221892 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -222176.546875 Penalty: 3792.591553
	Iteration 12F: 3 clusters Score -222176.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -222396.968750 Penalty: 3792.591553
	Iteration 13F: 3 clusters Score -222397 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -222500.546875 Penalty: 3792.591553
	Iteration 14Q: 3 clusters Score -222500.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -222563.875000 Penalty: 3792.591553
	Iteration 15Q: 3 clusters Score -222563.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -222611.453125 Penalty: 3792.591553
	Iteration 16Q: 3 clusters Score -222611.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -222662.046875 Penalty: 3792.591553
	Iteration 17Q: 3 clusters Score -222662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -222687.593750 Penalty: 3792.591553
	Iteration 18Q: 3 clusters Score -222687.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -222696.734375 Penalty: 3792.591553
	Iteration 19Q: 3 clusters Score -222696.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -222699.234375 Penalty: 3792.591553
	Iteration 20F: 3 clusters Score -222699.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -222702.546875 Penalty: 3792.591553
	Iteration 21Q: 3 clusters Score -222702.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -222704.515625 Penalty: 3792.591553
	Iteration 22Q: 3 clusters Score -222704.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -222704.515625 Penalty: 3792.591553
	Iteration 23F: 3 clusters Score -222704.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38546 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203519 members 
Mstep: Class 6 contains 592 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85114 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227063 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 46653 members 
Mstep: Class 21 contains 199542 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
Score: -104284648.000000 Penalty: 64462.460938
Splitting cluster 1 changes total score from -104286168.000000 to -104284648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Entering Unmasked Estep 
Score: -208528.171875 Penalty: 1883.905273
	Iteration 0F: 2 clusters Score -208528.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -206053.046875 Penalty: 3767.810547
	Iteration 0F: 3 clusters Score -206053 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -207155.484375 Penalty: 3767.810547
	Iteration 1F: 3 clusters Score -207155.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -207898.750000 Penalty: 3767.810547
	Iteration 2F: 3 clusters Score -207898.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -208220.656250 Penalty: 3767.810547
	Iteration 3F: 3 clusters Score -208220.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -208331.406250 Penalty: 3767.810547
	Iteration 4Q: 3 clusters Score -208331.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -208368.250000 Penalty: 3767.810547
	Iteration 5Q: 3 clusters Score -208368.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -208380.000000 Penalty: 3767.810547
	Iteration 6Q: 3 clusters Score -208380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -208384.843750 Penalty: 3767.810547
	Iteration 7Q: 3 clusters Score -208384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -208387.781250 Penalty: 3767.810547
	Iteration 8Q: 3 clusters Score -208387.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -208389.750000 Penalty: 3767.810547
	Iteration 9Q: 3 clusters Score -208389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -208391.140625 Penalty: 3767.810547
	Iteration 10Q: 3 clusters Score -208391.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -208392.968750 Penalty: 3767.810547
	Iteration 11Q: 3 clusters Score -208393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -208393.609375 Penalty: 3767.810547
	Iteration 12Q: 3 clusters Score -208393.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -208394.046875 Penalty: 3767.810547
	Iteration 13Q: 3 clusters Score -208394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -208394.046875 Penalty: 3767.810547
	Iteration 14F: 3 clusters Score -208394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Entering Unmasked Estep 
Score: -4678452.500000 Penalty: 2618.782715
	Iteration 0F: 2 clusters Score -4678452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -4652151.500000 Penalty: 5237.565430
	Iteration 0F: 3 clusters Score -4652152 nChanged 17604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -4661685.500000 Penalty: 5237.565430
	Iteration 1F: 3 clusters Score -4661686 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4662073.500000 Penalty: 5237.565430
	Iteration 2Q: 3 clusters Score -4662074 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -4662352.500000 Penalty: 5237.565430
	Iteration 3Q: 3 clusters Score -4662352 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -4662602.000000 Penalty: 5237.565430
	Iteration 4Q: 3 clusters Score -4662602 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -4662851.500000 Penalty: 5237.565430
	Iteration 5Q: 3 clusters Score -4662852 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -4663051.000000 Penalty: 5237.565430
	Iteration 6Q: 3 clusters Score -4663051 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -4663297.500000 Penalty: 5237.565430
	Iteration 7Q: 3 clusters Score -4663298 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -4663597.000000 Penalty: 5237.565430
	Iteration 8Q: 3 clusters Score -4663597 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -4664064.500000 Penalty: 5237.565430
	Iteration 9Q: 3 clusters Score -4664064 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -4664835.000000 Penalty: 5237.565430
	Iteration 10Q: 3 clusters Score -4664835 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -4666087.000000 Penalty: 5237.565430
	Iteration 11F: 3 clusters Score -4666087 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -4668047.000000 Penalty: 5237.565430
	Iteration 12F: 3 clusters Score -4668047 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -4670688.000000 Penalty: 5237.565430
	Iteration 13F: 3 clusters Score -4670688 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4673273.500000 Penalty: 5237.565430
	Iteration 14F: 3 clusters Score -4673274 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4674919.500000 Penalty: 5237.565430
	Iteration 15Q: 3 clusters Score -4674920 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4675599.500000 Penalty: 5237.565430
	Iteration 16Q: 3 clusters Score -4675600 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4675845.000000 Penalty: 5237.565430
	Iteration 17Q: 3 clusters Score -4675845 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4675975.000000 Penalty: 5237.565430
	Iteration 18Q: 3 clusters Score -4675975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4676030.500000 Penalty: 5237.565430
	Iteration 19Q: 3 clusters Score -4676030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4676050.500000 Penalty: 5237.565430
	Iteration 20F: 3 clusters Score -4676050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4676069.500000 Penalty: 5237.565430
	Iteration 21Q: 3 clusters Score -4676070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4676083.500000 Penalty: 5237.565430
	Iteration 22Q: 3 clusters Score -4676084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4676087.500000 Penalty: 5237.565430
	Iteration 23Q: 3 clusters Score -4676088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4676089.000000 Penalty: 5237.565430
	Iteration 24Q: 3 clusters Score -4676089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4676095.500000 Penalty: 5237.565430
	Iteration 25Q: 3 clusters Score -4676096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4676096.000000 Penalty: 5237.565430
	Iteration 26Q: 3 clusters Score -4676096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4676096.000000 Penalty: 5237.565430
	Iteration 27F: 3 clusters Score -4676096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -124796.679688 Penalty: 1764.462769
	Iteration 0F: 2 clusters Score -124796.7 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 631 members 
Entering Unmasked Estep 
Score: -122755.429688 Penalty: 3528.925537
	Iteration 0F: 3 clusters Score -122755.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -123413.468750 Penalty: 3528.925537
	Iteration 1F: 3 clusters Score -123413.5 nChanged 150
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: -123931.914062 Penalty: 3528.925537
	Iteration 2F: 3 clusters Score -123931.9 nChanged 108
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: -124288.906250 Penalty: 3528.925537
	Iteration 3F: 3 clusters Score -124288.9 nChanged 81
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: -124589.062500 Penalty: 3528.925537
	Iteration 4F: 3 clusters Score -124589.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -124769.171875 Penalty: 3528.925537
	Iteration 5F: 3 clusters Score -124769.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -124833.601562 Penalty: 3528.925537
	Iteration 6Q: 3 clusters Score -124833.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -124869.539062 Penalty: 3528.925537
	Iteration 7Q: 3 clusters Score -124869.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -124893.609375 Penalty: 3528.925537
	Iteration 8Q: 3 clusters Score -124893.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -124913.484375 Penalty: 3528.925537
	Iteration 9Q: 3 clusters Score -124913.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -124935.976562 Penalty: 3528.925537
	Iteration 10Q: 3 clusters Score -124936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -124950.421875 Penalty: 3528.925537
	Iteration 11Q: 3 clusters Score -124950.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -124964.789062 Penalty: 3528.925537
	Iteration 12Q: 3 clusters Score -124964.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -124973.531250 Penalty: 3528.925537
	Iteration 13Q: 3 clusters Score -124973.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -124986.710938 Penalty: 3528.925537
	Iteration 14Q: 3 clusters Score -124986.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -125002.359375 Penalty: 3528.925537
	Iteration 15Q: 3 clusters Score -125002.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -125015.789062 Penalty: 3528.925537
	Iteration 16Q: 3 clusters Score -125015.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -125033.390625 Penalty: 3528.925537
	Iteration 17Q: 3 clusters Score -125033.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -125059.679688 Penalty: 3528.925537
	Iteration 18Q: 3 clusters Score -125059.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -125084.421875 Penalty: 3528.925537
	Iteration 19Q: 3 clusters Score -125084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -125092.023438 Penalty: 3528.925537
	Iteration 20F: 3 clusters Score -125092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -125094.492188 Penalty: 3528.925537
	Iteration 21Q: 3 clusters Score -125094.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -125095.648438 Penalty: 3528.925537
	Iteration 22Q: 3 clusters Score -125095.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -125095.648438 Penalty: 3528.925537
	Iteration 23F: 3 clusters Score -125095.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38546 members 
Mstep: Class 4 contains 758 members 
Mstep: Class 5 contains 203519 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85114 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227063 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 46653 members 
Mstep: Class 21 contains 199542 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
Score: -104284872.000000 Penalty: 64462.460938
Splitting cluster 4 changes total score from -104286168.000000 to -104284872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (203519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203519 members 
Entering Unmasked Estep 
Score: -24800976.000000 Penalty: 3031.431641
	Iteration 0F: 2 clusters Score -2.480098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101782 members 
Mstep: Class 2 contains 101737 members 
Entering Unmasked Estep 
Score: -24669956.000000 Penalty: 6062.863281
	Iteration 0F: 3 clusters Score -2.466996e+07 nChanged 98007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104169 members 
Mstep: Class 2 contains 99350 members 
Entering Unmasked Estep 
Score: -24727800.000000 Penalty: 6062.863281
	Iteration 1F: 3 clusters Score -2.47278e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105968 members 
Mstep: Class 2 contains 97551 members 
Entering Unmasked Estep 
Score: -24728814.000000 Penalty: 6062.863281
	Iteration 2Q: 3 clusters Score -2.472881e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108692 members 
Mstep: Class 2 contains 94827 members 
Entering Unmasked Estep 
Score: -24730038.000000 Penalty: 6062.863281
	Iteration 3Q: 3 clusters Score -2.473004e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112645 members 
Mstep: Class 2 contains 90874 members 
Entering Unmasked Estep 
Score: -24731816.000000 Penalty: 6062.863281
	Iteration 4Q: 3 clusters Score -2.473182e+07 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118579 members 
Mstep: Class 2 contains 84940 members 
Entering Unmasked Estep 
Score: -24734946.000000 Penalty: 6062.863281
	Iteration 5Q: 3 clusters Score -2.473495e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126968 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -24739888.000000 Penalty: 6062.863281
	Iteration 6Q: 3 clusters Score -2.473989e+07 nChanged 12407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138101 members 
Mstep: Class 2 contains 65418 members 
Entering Unmasked Estep 
Score: -24748014.000000 Penalty: 6062.863281
	Iteration 7F: 3 clusters Score -2.474801e+07 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151272 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -24759548.000000 Penalty: 6062.863281
	Iteration 8F: 3 clusters Score -2.475955e+07 nChanged 14164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164422 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -24771406.000000 Penalty: 6062.863281
	Iteration 9F: 3 clusters Score -2.477141e+07 nChanged 11627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175117 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -24780436.000000 Penalty: 6062.863281
	Iteration 10F: 3 clusters Score -2.478044e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182322 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -24786720.000000 Penalty: 6062.863281
	Iteration 11Q: 3 clusters Score -2.478672e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187130 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -24790472.000000 Penalty: 6062.863281
	Iteration 12Q: 3 clusters Score -2.479047e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190447 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -24792866.000000 Penalty: 6062.863281
	Iteration 13Q: 3 clusters Score -2.479287e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192833 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -24794492.000000 Penalty: 6062.863281
	Iteration 14Q: 3 clusters Score -2.479449e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194719 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -24795528.000000 Penalty: 6062.863281
	Iteration 15Q: 3 clusters Score -2.479553e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196259 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -24796258.000000 Penalty: 6062.863281
	Iteration 16Q: 3 clusters Score -2.479626e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197550 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -24796778.000000 Penalty: 6062.863281
	Iteration 17Q: 3 clusters Score -2.479678e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198605 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -24797406.000000 Penalty: 6062.863281
	Iteration 18Q: 3 clusters Score -2.479741e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199441 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -24797718.000000 Penalty: 6062.863281
	Iteration 19Q: 3 clusters Score -2.479772e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200100 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -24798112.000000 Penalty: 6062.863281
	Iteration 20F: 3 clusters Score -2.479811e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200566 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -24798392.000000 Penalty: 6062.863281
	Iteration 21Q: 3 clusters Score -2.479839e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200909 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -24798678.000000 Penalty: 6062.863281
	Iteration 22Q: 3 clusters Score -2.479868e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201136 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -24798910.000000 Penalty: 6062.863281
	Iteration 23Q: 3 clusters Score -2.479891e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201288 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -24799050.000000 Penalty: 6062.863281
	Iteration 24Q: 3 clusters Score -2.479905e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201383 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -24799182.000000 Penalty: 6062.863281
	Iteration 25Q: 3 clusters Score -2.479918e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201461 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -24799250.000000 Penalty: 6062.863281
	Iteration 26Q: 3 clusters Score -2.479925e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201493 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -24799312.000000 Penalty: 6062.863281
	Iteration 27Q: 3 clusters Score -2.479931e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201525 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -24799374.000000 Penalty: 6062.863281
	Iteration 28Q: 3 clusters Score -2.479937e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201545 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -24799384.000000 Penalty: 6062.863281
	Iteration 29Q: 3 clusters Score -2.479938e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201533 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -24799470.000000 Penalty: 6062.863281
	Iteration 30Q: 3 clusters Score -2.479947e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201521 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -24799492.000000 Penalty: 6062.863281
	Iteration 31Q: 3 clusters Score -2.479949e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201505 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -24799460.000000 Penalty: 6062.863281
	Iteration 32Q: 3 clusters Score -2.479946e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201496 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -24799494.000000 Penalty: 6062.863281
	Iteration 33Q: 3 clusters Score -2.479949e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201480 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -24799504.000000 Penalty: 6062.863281
	Iteration 34Q: 3 clusters Score -2.47995e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201474 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -24799528.000000 Penalty: 6062.863281
	Iteration 35Q: 3 clusters Score -2.479953e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201470 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -24799538.000000 Penalty: 6062.863281
	Iteration 36Q: 3 clusters Score -2.479954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201462 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -24799566.000000 Penalty: 6062.863281
	Iteration 37Q: 3 clusters Score -2.479957e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201452 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -24799542.000000 Penalty: 6062.863281
	Iteration 38Q: 3 clusters Score -2.479954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201445 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -24799560.000000 Penalty: 6062.863281
	Iteration 39Q: 3 clusters Score -2.479956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201438 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -24799558.000000 Penalty: 6062.863281
	Iteration 40F: 3 clusters Score -2.479956e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201423 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -24799568.000000 Penalty: 6062.863281
	Iteration 41Q: 3 clusters Score -2.479957e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201412 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -24799582.000000 Penalty: 6062.863281
	Iteration 42Q: 3 clusters Score -2.479958e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201397 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -24799586.000000 Penalty: 6062.863281
	Iteration 43Q: 3 clusters Score -2.479959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201390 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -24799624.000000 Penalty: 6062.863281
	Iteration 44Q: 3 clusters Score -2.479962e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201381 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -24799624.000000 Penalty: 6062.863281
	Iteration 45Q: 3 clusters Score -2.479962e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201368 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -24799632.000000 Penalty: 6062.863281
	Iteration 46Q: 3 clusters Score -2.479963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201360 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -24799618.000000 Penalty: 6062.863281
	Iteration 47Q: 3 clusters Score -2.479962e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201347 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -24799616.000000 Penalty: 6062.863281
	Iteration 48Q: 3 clusters Score -2.479962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201338 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -24799618.000000 Penalty: 6062.863281
	Iteration 49Q: 3 clusters Score -2.479962e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201324 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -24799612.000000 Penalty: 6062.863281
	Iteration 50Q: 3 clusters Score -2.479961e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201313 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -24799620.000000 Penalty: 6062.863281
	Iteration 51Q: 3 clusters Score -2.479962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201304 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -24799616.000000 Penalty: 6062.863281
	Iteration 52Q: 3 clusters Score -2.479962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201295 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -24799618.000000 Penalty: 6062.863281
	Iteration 53Q: 3 clusters Score -2.479962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201290 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -24799604.000000 Penalty: 6062.863281
	Iteration 54Q: 3 clusters Score -2.47996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201278 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -24799622.000000 Penalty: 6062.863281
	Iteration 55Q: 3 clusters Score -2.479962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201266 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -24799640.000000 Penalty: 6062.863281
	Iteration 56Q: 3 clusters Score -2.479964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201256 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -24799646.000000 Penalty: 6062.863281
	Iteration 57Q: 3 clusters Score -2.479965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201246 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -24799670.000000 Penalty: 6062.863281
	Iteration 58Q: 3 clusters Score -2.479967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201235 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -24799656.000000 Penalty: 6062.863281
	Iteration 59Q: 3 clusters Score -2.479966e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201227 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -24799640.000000 Penalty: 6062.863281
	Iteration 60F: 3 clusters Score -2.479964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201223 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -24799640.000000 Penalty: 6062.863281
	Iteration 61Q: 3 clusters Score -2.479964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201223 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -24799634.000000 Penalty: 6062.863281
	Iteration 62Q: 3 clusters Score -2.479963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201222 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -24799638.000000 Penalty: 6062.863281
	Iteration 63Q: 3 clusters Score -2.479964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201220 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -24799642.000000 Penalty: 6062.863281
	Iteration 64Q: 3 clusters Score -2.479964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201220 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -24799654.000000 Penalty: 6062.863281
	Iteration 65Q: 3 clusters Score -2.479965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201216 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -24799670.000000 Penalty: 6062.863281
	Iteration 66Q: 3 clusters Score -2.479967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201210 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -24799672.000000 Penalty: 6062.863281
	Iteration 67Q: 3 clusters Score -2.479967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201205 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -24799672.000000 Penalty: 6062.863281
	Iteration 68Q: 3 clusters Score -2.479967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201201 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -24799678.000000 Penalty: 6062.863281
	Iteration 69Q: 3 clusters Score -2.479968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201198 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -24799676.000000 Penalty: 6062.863281
	Iteration 70Q: 3 clusters Score -2.479968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201196 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -24799688.000000 Penalty: 6062.863281
	Iteration 71Q: 3 clusters Score -2.479969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201197 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -24799686.000000 Penalty: 6062.863281
	Iteration 72Q: 3 clusters Score -2.479969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201195 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -24799676.000000 Penalty: 6062.863281
	Iteration 73Q: 3 clusters Score -2.479968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201193 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -24799678.000000 Penalty: 6062.863281
	Iteration 74Q: 3 clusters Score -2.479968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201193 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -24799678.000000 Penalty: 6062.863281
	Iteration 75F: 3 clusters Score -2.479968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -171578.406250 Penalty: 1814.009033
	Iteration 0F: 2 clusters Score -171578.4 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 763 members 
Entering Unmasked Estep 
Score: -169329.093750 Penalty: 3628.018066
	Iteration 0F: 3 clusters Score -169329.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -169686.218750 Penalty: 3628.018066
	Iteration 1F: 3 clusters Score -169686.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -169770.578125 Penalty: 3628.018066
	Iteration 2F: 3 clusters Score -169770.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -169812.187500 Penalty: 3628.018066
	Iteration 3Q: 3 clusters Score -169812.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -169832.703125 Penalty: 3628.018066
	Iteration 4Q: 3 clusters Score -169832.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -169849.359375 Penalty: 3628.018066
	Iteration 5Q: 3 clusters Score -169849.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -169867.171875 Penalty: 3628.018066
	Iteration 6Q: 3 clusters Score -169867.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -169878.578125 Penalty: 3628.018066
	Iteration 7Q: 3 clusters Score -169878.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -169892.000000 Penalty: 3628.018066
	Iteration 8Q: 3 clusters Score -169892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -169896.265625 Penalty: 3628.018066
	Iteration 9Q: 3 clusters Score -169896.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -169899.265625 Penalty: 3628.018066
	Iteration 10Q: 3 clusters Score -169899.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -169901.593750 Penalty: 3628.018066
	Iteration 11Q: 3 clusters Score -169901.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -169903.921875 Penalty: 3628.018066
	Iteration 12Q: 3 clusters Score -169903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -169904.343750 Penalty: 3628.018066
	Iteration 13Q: 3 clusters Score -169904.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -169905.140625 Penalty: 3628.018066
	Iteration 14Q: 3 clusters Score -169905.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -169906.000000 Penalty: 3628.018066
	Iteration 15Q: 3 clusters Score -169906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -169906.500000 Penalty: 3628.018066
	Iteration 16Q: 3 clusters Score -169906.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -169906.500000 Penalty: 3628.018066
	Iteration 17F: 3 clusters Score -169906.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (85114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85114 members 
Entering Unmasked Estep 
Score: -10428101.000000 Penalty: 2815.233154
	Iteration 0F: 2 clusters Score -1.04281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -10371257.000000 Penalty: 5630.466309
	Iteration 0F: 3 clusters Score -1.037126e+07 nChanged 40029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -10394403.000000 Penalty: 5630.466309
	Iteration 1F: 3 clusters Score -1.03944e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -10395995.000000 Penalty: 5630.466309
	Iteration 2Q: 3 clusters Score -1.0396e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -10398258.000000 Penalty: 5630.466309
	Iteration 3F: 3 clusters Score -1.039826e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -10401668.000000 Penalty: 5630.466309
	Iteration 4F: 3 clusters Score -1.040167e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -10406430.000000 Penalty: 5630.466309
	Iteration 5F: 3 clusters Score -1.040643e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -10412438.000000 Penalty: 5630.466309
	Iteration 6F: 3 clusters Score -1.041244e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -10418021.000000 Penalty: 5630.466309
	Iteration 7F: 3 clusters Score -1.041802e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -10421039.000000 Penalty: 5630.466309
	Iteration 8Q: 3 clusters Score -1.042104e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 67048 members 
Entering Unmasked Estep 
Score: -10422262.000000 Penalty: 5630.466309
	Iteration 9Q: 3 clusters Score -1.042226e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 68269 members 
Entering Unmasked Estep 
Score: -10422796.000000 Penalty: 5630.466309
	Iteration 10Q: 3 clusters Score -1.04228e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 69380 members 
Entering Unmasked Estep 
Score: -10423225.000000 Penalty: 5630.466309
	Iteration 11Q: 3 clusters Score -1.042322e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 70387 members 
Entering Unmasked Estep 
Score: -10423561.000000 Penalty: 5630.466309
	Iteration 12Q: 3 clusters Score -1.042356e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 71316 members 
Entering Unmasked Estep 
Score: -10423881.000000 Penalty: 5630.466309
	Iteration 13Q: 3 clusters Score -1.042388e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 72183 members 
Entering Unmasked Estep 
Score: -10424206.000000 Penalty: 5630.466309
	Iteration 14Q: 3 clusters Score -1.042421e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 73005 members 
Entering Unmasked Estep 
Score: -10424391.000000 Penalty: 5630.466309
	Iteration 15Q: 3 clusters Score -1.042439e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
Score: -10424557.000000 Penalty: 5630.466309
	Iteration 16Q: 3 clusters Score -1.042456e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 74496 members 
Entering Unmasked Estep 
Score: -10424785.000000 Penalty: 5630.466309
	Iteration 17Q: 3 clusters Score -1.042478e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 75168 members 
Entering Unmasked Estep 
Score: -10424982.000000 Penalty: 5630.466309
	Iteration 18Q: 3 clusters Score -1.042498e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 75749 members 
Entering Unmasked Estep 
Score: -10425177.000000 Penalty: 5630.466309
	Iteration 19Q: 3 clusters Score -1.042518e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 76303 members 
Entering Unmasked Estep 
Score: -10425366.000000 Penalty: 5630.466309
	Iteration 20F: 3 clusters Score -1.042537e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 76780 members 
Entering Unmasked Estep 
Score: -10425459.000000 Penalty: 5630.466309
	Iteration 21Q: 3 clusters Score -1.042546e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 77252 members 
Entering Unmasked Estep 
Score: -10425567.000000 Penalty: 5630.466309
	Iteration 22Q: 3 clusters Score -1.042557e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 77705 members 
Entering Unmasked Estep 
Score: -10425673.000000 Penalty: 5630.466309
	Iteration 23Q: 3 clusters Score -1.042567e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 78123 members 
Entering Unmasked Estep 
Score: -10425845.000000 Penalty: 5630.466309
	Iteration 24Q: 3 clusters Score -1.042584e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -10425913.000000 Penalty: 5630.466309
	Iteration 25Q: 3 clusters Score -1.042591e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -10426001.000000 Penalty: 5630.466309
	Iteration 26Q: 3 clusters Score -1.0426e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 79097 members 
Entering Unmasked Estep 
Score: -10426046.000000 Penalty: 5630.466309
	Iteration 27Q: 3 clusters Score -1.042605e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -10426112.000000 Penalty: 5630.466309
	Iteration 28Q: 3 clusters Score -1.042611e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -10426161.000000 Penalty: 5630.466309
	Iteration 29Q: 3 clusters Score -1.042616e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 79845 members 
Entering Unmasked Estep 
Score: -10426191.000000 Penalty: 5630.466309
	Iteration 30Q: 3 clusters Score -1.042619e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 80080 members 
Entering Unmasked Estep 
Score: -10426249.000000 Penalty: 5630.466309
	Iteration 31Q: 3 clusters Score -1.042625e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 80299 members 
Entering Unmasked Estep 
Score: -10426280.000000 Penalty: 5630.466309
	Iteration 32Q: 3 clusters Score -1.042628e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 80485 members 
Entering Unmasked Estep 
Score: -10426342.000000 Penalty: 5630.466309
	Iteration 33Q: 3 clusters Score -1.042634e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 80670 members 
Entering Unmasked Estep 
Score: -10426423.000000 Penalty: 5630.466309
	Iteration 34Q: 3 clusters Score -1.042642e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 80834 members 
Entering Unmasked Estep 
Score: -10426491.000000 Penalty: 5630.466309
	Iteration 35Q: 3 clusters Score -1.042649e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 80991 members 
Entering Unmasked Estep 
Score: -10426553.000000 Penalty: 5630.466309
	Iteration 36Q: 3 clusters Score -1.042655e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 81113 members 
Entering Unmasked Estep 
Score: -10426585.000000 Penalty: 5630.466309
	Iteration 37Q: 3 clusters Score -1.042658e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 81225 members 
Entering Unmasked Estep 
Score: -10426610.000000 Penalty: 5630.466309
	Iteration 38Q: 3 clusters Score -1.042661e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 81306 members 
Entering Unmasked Estep 
Score: -10426604.000000 Penalty: 5630.466309
	Iteration 39Q: 3 clusters Score -1.04266e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -10426594.000000 Penalty: 5630.466309
	Iteration 40F: 3 clusters Score -1.042659e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 81453 members 
Entering Unmasked Estep 
Score: -10426619.000000 Penalty: 5630.466309
	Iteration 41Q: 3 clusters Score -1.042662e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 81517 members 
Entering Unmasked Estep 
Score: -10426644.000000 Penalty: 5630.466309
	Iteration 42Q: 3 clusters Score -1.042664e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 81561 members 
Entering Unmasked Estep 
Score: -10426648.000000 Penalty: 5630.466309
	Iteration 43Q: 3 clusters Score -1.042665e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 81598 members 
Entering Unmasked Estep 
Score: -10426648.000000 Penalty: 5630.466309
	Iteration 44Q: 3 clusters Score -1.042665e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 81623 members 
Entering Unmasked Estep 
Score: -10426659.000000 Penalty: 5630.466309
	Iteration 45Q: 3 clusters Score -1.042666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 81644 members 
Entering Unmasked Estep 
Score: -10426653.000000 Penalty: 5630.466309
	Iteration 46Q: 3 clusters Score -1.042665e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
Score: -10426640.000000 Penalty: 5630.466309
	Iteration 47Q: 3 clusters Score -1.042664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 81679 members 
Entering Unmasked Estep 
Score: -10426639.000000 Penalty: 5630.466309
	Iteration 48Q: 3 clusters Score -1.042664e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 81699 members 
Entering Unmasked Estep 
Score: -10426633.000000 Penalty: 5630.466309
	Iteration 49Q: 3 clusters Score -1.042663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 81712 members 
Entering Unmasked Estep 
Score: -10426644.000000 Penalty: 5630.466309
	Iteration 50Q: 3 clusters Score -1.042664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 81723 members 
Entering Unmasked Estep 
Score: -10426643.000000 Penalty: 5630.466309
	Iteration 51Q: 3 clusters Score -1.042664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 81734 members 
Entering Unmasked Estep 
Score: -10426647.000000 Penalty: 5630.466309
	Iteration 52Q: 3 clusters Score -1.042665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 81746 members 
Entering Unmasked Estep 
Score: -10426640.000000 Penalty: 5630.466309
	Iteration 53Q: 3 clusters Score -1.042664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 81756 members 
Entering Unmasked Estep 
Score: -10426641.000000 Penalty: 5630.466309
	Iteration 54Q: 3 clusters Score -1.042664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 81762 members 
Entering Unmasked Estep 
Score: -10426649.000000 Penalty: 5630.466309
	Iteration 55Q: 3 clusters Score -1.042665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 81775 members 
Entering Unmasked Estep 
Score: -10426647.000000 Penalty: 5630.466309
	Iteration 56Q: 3 clusters Score -1.042665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 81783 members 
Entering Unmasked Estep 
Score: -10426648.000000 Penalty: 5630.466309
	Iteration 57Q: 3 clusters Score -1.042665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 81795 members 
Entering Unmasked Estep 
Score: -10426649.000000 Penalty: 5630.466309
	Iteration 58Q: 3 clusters Score -1.042665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 81804 members 
Entering Unmasked Estep 
Score: -10426642.000000 Penalty: 5630.466309
	Iteration 59Q: 3 clusters Score -1.042664e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 81818 members 
Entering Unmasked Estep 
Score: -10426648.000000 Penalty: 5630.466309
	Iteration 60F: 3 clusters Score -1.042665e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 81838 members 
Entering Unmasked Estep 
Score: -10426658.000000 Penalty: 5630.466309
	Iteration 61Q: 3 clusters Score -1.042666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 81855 members 
Entering Unmasked Estep 
Score: -10426654.000000 Penalty: 5630.466309
	Iteration 62Q: 3 clusters Score -1.042665e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 81875 members 
Entering Unmasked Estep 
Score: -10426665.000000 Penalty: 5630.466309
	Iteration 63Q: 3 clusters Score -1.042666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 81894 members 
Entering Unmasked Estep 
Score: -10426669.000000 Penalty: 5630.466309
	Iteration 64Q: 3 clusters Score -1.042667e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 81912 members 
Entering Unmasked Estep 
Score: -10426664.000000 Penalty: 5630.466309
	Iteration 65Q: 3 clusters Score -1.042666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 81923 members 
Entering Unmasked Estep 
Score: -10426672.000000 Penalty: 5630.466309
	Iteration 66Q: 3 clusters Score -1.042667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
Score: -10426679.000000 Penalty: 5630.466309
	Iteration 67Q: 3 clusters Score -1.042668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 81942 members 
Entering Unmasked Estep 
Score: -10426682.000000 Penalty: 5630.466309
	Iteration 68Q: 3 clusters Score -1.042668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -10426679.000000 Penalty: 5630.466309
	Iteration 69Q: 3 clusters Score -1.042668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 81958 members 
Entering Unmasked Estep 
Score: -10426695.000000 Penalty: 5630.466309
	Iteration 70Q: 3 clusters Score -1.04267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 81965 members 
Entering Unmasked Estep 
Score: -10426705.000000 Penalty: 5630.466309
	Iteration 71Q: 3 clusters Score -1.04267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 81975 members 
Entering Unmasked Estep 
Score: -10426695.000000 Penalty: 5630.466309
	Iteration 72Q: 3 clusters Score -1.04267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 81989 members 
Entering Unmasked Estep 
Score: -10426713.000000 Penalty: 5630.466309
	Iteration 73Q: 3 clusters Score -1.042671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 82007 members 
Entering Unmasked Estep 
Score: -10426697.000000 Penalty: 5630.466309
	Iteration 74Q: 3 clusters Score -1.04267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 82019 members 
Entering Unmasked Estep 
Score: -10426690.000000 Penalty: 5630.466309
	Iteration 75Q: 3 clusters Score -1.042669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 82030 members 
Entering Unmasked Estep 
Score: -10426700.000000 Penalty: 5630.466309
	Iteration 76Q: 3 clusters Score -1.04267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 82040 members 
Entering Unmasked Estep 
Score: -10426692.000000 Penalty: 5630.466309
	Iteration 77Q: 3 clusters Score -1.042669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 82052 members 
Entering Unmasked Estep 
Score: -10426690.000000 Penalty: 5630.466309
	Iteration 78Q: 3 clusters Score -1.042669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 82061 members 
Entering Unmasked Estep 
Score: -10426695.000000 Penalty: 5630.466309
	Iteration 79Q: 3 clusters Score -1.04267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -10426690.000000 Penalty: 5630.466309
	Iteration 80F: 3 clusters Score -1.042669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -10426690.000000 Penalty: 5630.466309
	Iteration 81Q: 3 clusters Score -1.042669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 82082 members 
Entering Unmasked Estep 
Score: -10426696.000000 Penalty: 5630.466309
	Iteration 82Q: 3 clusters Score -1.04267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 82092 members 
Entering Unmasked Estep 
Score: -10426699.000000 Penalty: 5630.466309
	Iteration 83Q: 3 clusters Score -1.04267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 82101 members 
Entering Unmasked Estep 
Score: -10426696.000000 Penalty: 5630.466309
	Iteration 84Q: 3 clusters Score -1.04267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 82113 members 
Entering Unmasked Estep 
Score: -10426678.000000 Penalty: 5630.466309
	Iteration 85Q: 3 clusters Score -1.042668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 82125 members 
Entering Unmasked Estep 
Score: -10426694.000000 Penalty: 5630.466309
	Iteration 86Q: 3 clusters Score -1.042669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 82135 members 
Entering Unmasked Estep 
Score: -10426695.000000 Penalty: 5630.466309
	Iteration 87Q: 3 clusters Score -1.04267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 82145 members 
Entering Unmasked Estep 
Score: -10426685.000000 Penalty: 5630.466309
	Iteration 88Q: 3 clusters Score -1.042668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 82159 members 
Entering Unmasked Estep 
Score: -10426699.000000 Penalty: 5630.466309
	Iteration 89Q: 3 clusters Score -1.04267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 82170 members 
Entering Unmasked Estep 
Score: -10426699.000000 Penalty: 5630.466309
	Iteration 90Q: 3 clusters Score -1.04267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 82179 members 
Entering Unmasked Estep 
Score: -10426690.000000 Penalty: 5630.466309
	Iteration 91Q: 3 clusters Score -1.042669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -10426693.000000 Penalty: 5630.466309
	Iteration 92Q: 3 clusters Score -1.042669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 82188 members 
Entering Unmasked Estep 
Score: -10426695.000000 Penalty: 5630.466309
	Iteration 93Q: 3 clusters Score -1.04267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 82193 members 
Entering Unmasked Estep 
Score: -10426704.000000 Penalty: 5630.466309
	Iteration 94Q: 3 clusters Score -1.04267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -10426704.000000 Penalty: 5630.466309
	Iteration 95Q: 3 clusters Score -1.04267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 82199 members 
Entering Unmasked Estep 
Score: -10426712.000000 Penalty: 5630.466309
	Iteration 96Q: 3 clusters Score -1.042671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 82203 members 
Entering Unmasked Estep 
Score: -10426703.000000 Penalty: 5630.466309
	Iteration 97Q: 3 clusters Score -1.04267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 82210 members 
Entering Unmasked Estep 
Score: -10426706.000000 Penalty: 5630.466309
	Iteration 98Q: 3 clusters Score -1.042671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 82216 members 
Entering Unmasked Estep 
Score: -10426711.000000 Penalty: 5630.466309
	Iteration 99Q: 3 clusters Score -1.042671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 82216 members 
Entering Unmasked Estep 
Score: -10426711.000000 Penalty: 5630.466309
	Iteration 100F: 3 clusters Score -1.042671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Entering Unmasked Estep 
Score: -613016.937500 Penalty: 2114.927979
	Iteration 0F: 2 clusters Score -613016.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -608450.937500 Penalty: 4229.855957
	Iteration 0F: 3 clusters Score -608450.9 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -609550.250000 Penalty: 4229.855957
	Iteration 1F: 3 clusters Score -609550.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -609752.500000 Penalty: 4229.855957
	Iteration 2F: 3 clusters Score -609752.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -609867.750000 Penalty: 4229.855957
	Iteration 3Q: 3 clusters Score -609867.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -609946.125000 Penalty: 4229.855957
	Iteration 4Q: 3 clusters Score -609946.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -610002.437500 Penalty: 4229.855957
	Iteration 5Q: 3 clusters Score -610002.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -610037.437500 Penalty: 4229.855957
	Iteration 6Q: 3 clusters Score -610037.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -610063.187500 Penalty: 4229.855957
	Iteration 7Q: 3 clusters Score -610063.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -610082.625000 Penalty: 4229.855957
	Iteration 8Q: 3 clusters Score -610082.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -610105.125000 Penalty: 4229.855957
	Iteration 9Q: 3 clusters Score -610105.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -610128.437500 Penalty: 4229.855957
	Iteration 10Q: 3 clusters Score -610128.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -610153.125000 Penalty: 4229.855957
	Iteration 11Q: 3 clusters Score -610153.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -610177.375000 Penalty: 4229.855957
	Iteration 12Q: 3 clusters Score -610177.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -610192.875000 Penalty: 4229.855957
	Iteration 13Q: 3 clusters Score -610192.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -610210.312500 Penalty: 4229.855957
	Iteration 14Q: 3 clusters Score -610210.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -610227.562500 Penalty: 4229.855957
	Iteration 15Q: 3 clusters Score -610227.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -610246.250000 Penalty: 4229.855957
	Iteration 16Q: 3 clusters Score -610246.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -610262.250000 Penalty: 4229.855957
	Iteration 17Q: 3 clusters Score -610262.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -610284.312500 Penalty: 4229.855957
	Iteration 18Q: 3 clusters Score -610284.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -610308.500000 Penalty: 4229.855957
	Iteration 19Q: 3 clusters Score -610308.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -610336.750000 Penalty: 4229.855957
	Iteration 20F: 3 clusters Score -610336.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -610362.062500 Penalty: 4229.855957
	Iteration 21Q: 3 clusters Score -610362.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -610389.750000 Penalty: 4229.855957
	Iteration 22Q: 3 clusters Score -610389.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -610420.187500 Penalty: 4229.855957
	Iteration 23Q: 3 clusters Score -610420.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -610456.000000 Penalty: 4229.855957
	Iteration 24Q: 3 clusters Score -610456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -610497.312500 Penalty: 4229.855957
	Iteration 25Q: 3 clusters Score -610497.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -610536.187500 Penalty: 4229.855957
	Iteration 26Q: 3 clusters Score -610536.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -610578.000000 Penalty: 4229.855957
	Iteration 27Q: 3 clusters Score -610578 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -610629.187500 Penalty: 4229.855957
	Iteration 28Q: 3 clusters Score -610629.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -610687.375000 Penalty: 4229.855957
	Iteration 29Q: 3 clusters Score -610687.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -610754.125000 Penalty: 4229.855957
	Iteration 30Q: 3 clusters Score -610754.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -610803.062500 Penalty: 4229.855957
	Iteration 31Q: 3 clusters Score -610803.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -610843.625000 Penalty: 4229.855957
	Iteration 32Q: 3 clusters Score -610843.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -610882.687500 Penalty: 4229.855957
	Iteration 33Q: 3 clusters Score -610882.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -610917.250000 Penalty: 4229.855957
	Iteration 34Q: 3 clusters Score -610917.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -610951.437500 Penalty: 4229.855957
	Iteration 35Q: 3 clusters Score -610951.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -610983.312500 Penalty: 4229.855957
	Iteration 36Q: 3 clusters Score -610983.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -611008.250000 Penalty: 4229.855957
	Iteration 37Q: 3 clusters Score -611008.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -611027.500000 Penalty: 4229.855957
	Iteration 38Q: 3 clusters Score -611027.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -611042.750000 Penalty: 4229.855957
	Iteration 39Q: 3 clusters Score -611042.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -611054.812500 Penalty: 4229.855957
	Iteration 40F: 3 clusters Score -611054.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -611061.000000 Penalty: 4229.855957
	Iteration 41Q: 3 clusters Score -611061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -611062.312500 Penalty: 4229.855957
	Iteration 42Q: 3 clusters Score -611062.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -611063.812500 Penalty: 4229.855957
	Iteration 43Q: 3 clusters Score -611063.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -611064.312500 Penalty: 4229.855957
	Iteration 44Q: 3 clusters Score -611064.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -611069.000000 Penalty: 4229.855957
	Iteration 45Q: 3 clusters Score -611069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -611072.937500 Penalty: 4229.855957
	Iteration 46Q: 3 clusters Score -611072.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -611079.625000 Penalty: 4229.855957
	Iteration 47Q: 3 clusters Score -611079.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -611083.375000 Penalty: 4229.855957
	Iteration 48Q: 3 clusters Score -611083.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -611088.250000 Penalty: 4229.855957
	Iteration 49Q: 3 clusters Score -611088.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -611094.375000 Penalty: 4229.855957
	Iteration 50Q: 3 clusters Score -611094.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -611104.437500 Penalty: 4229.855957
	Iteration 51Q: 3 clusters Score -611104.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -611110.250000 Penalty: 4229.855957
	Iteration 52Q: 3 clusters Score -611110.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -611116.687500 Penalty: 4229.855957
	Iteration 53Q: 3 clusters Score -611116.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -611121.500000 Penalty: 4229.855957
	Iteration 54Q: 3 clusters Score -611121.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -611123.937500 Penalty: 4229.855957
	Iteration 55Q: 3 clusters Score -611123.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -611127.062500 Penalty: 4229.855957
	Iteration 56Q: 3 clusters Score -611127.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -611129.437500 Penalty: 4229.855957
	Iteration 57Q: 3 clusters Score -611129.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -611130.375000 Penalty: 4229.855957
	Iteration 58Q: 3 clusters Score -611130.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -611130.375000 Penalty: 4229.855957
	Iteration 59F: 3 clusters Score -611130.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Entering Unmasked Estep 
Score: -540156.687500 Penalty: 2094.692627
	Iteration 0F: 2 clusters Score -540156.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -535780.625000 Penalty: 4189.385254
	Iteration 0F: 3 clusters Score -535780.6 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -536806.687500 Penalty: 4189.385254
	Iteration 1F: 3 clusters Score -536806.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -537017.437500 Penalty: 4189.385254
	Iteration 2F: 3 clusters Score -537017.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -537167.062500 Penalty: 4189.385254
	Iteration 3F: 3 clusters Score -537167.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -537308.437500 Penalty: 4189.385254
	Iteration 4Q: 3 clusters Score -537308.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -537431.937500 Penalty: 4189.385254
	Iteration 5Q: 3 clusters Score -537431.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -537538.500000 Penalty: 4189.385254
	Iteration 6Q: 3 clusters Score -537538.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -537630.250000 Penalty: 4189.385254
	Iteration 7Q: 3 clusters Score -537630.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -537709.812500 Penalty: 4189.385254
	Iteration 8Q: 3 clusters Score -537709.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -537788.937500 Penalty: 4189.385254
	Iteration 9Q: 3 clusters Score -537788.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -537863.562500 Penalty: 4189.385254
	Iteration 10Q: 3 clusters Score -537863.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -537926.937500 Penalty: 4189.385254
	Iteration 11Q: 3 clusters Score -537926.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -537999.250000 Penalty: 4189.385254
	Iteration 12Q: 3 clusters Score -537999.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -538089.562500 Penalty: 4189.385254
	Iteration 13Q: 3 clusters Score -538089.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -538165.562500 Penalty: 4189.385254
	Iteration 14Q: 3 clusters Score -538165.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -538217.000000 Penalty: 4189.385254
	Iteration 15Q: 3 clusters Score -538217 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -538262.937500 Penalty: 4189.385254
	Iteration 16Q: 3 clusters Score -538262.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -538313.062500 Penalty: 4189.385254
	Iteration 17Q: 3 clusters Score -538313.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -538357.062500 Penalty: 4189.385254
	Iteration 18Q: 3 clusters Score -538357.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -538396.312500 Penalty: 4189.385254
	Iteration 19Q: 3 clusters Score -538396.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -538433.250000 Penalty: 4189.385254
	Iteration 20F: 3 clusters Score -538433.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -538463.312500 Penalty: 4189.385254
	Iteration 21Q: 3 clusters Score -538463.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -538494.437500 Penalty: 4189.385254
	Iteration 22Q: 3 clusters Score -538494.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -538519.312500 Penalty: 4189.385254
	Iteration 23Q: 3 clusters Score -538519.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -538543.937500 Penalty: 4189.385254
	Iteration 24Q: 3 clusters Score -538543.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -538562.875000 Penalty: 4189.385254
	Iteration 25Q: 3 clusters Score -538562.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -538577.750000 Penalty: 4189.385254
	Iteration 26Q: 3 clusters Score -538577.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -538592.125000 Penalty: 4189.385254
	Iteration 27Q: 3 clusters Score -538592.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -538610.062500 Penalty: 4189.385254
	Iteration 28Q: 3 clusters Score -538610.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -538620.875000 Penalty: 4189.385254
	Iteration 29Q: 3 clusters Score -538620.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -538633.187500 Penalty: 4189.385254
	Iteration 30Q: 3 clusters Score -538633.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -538643.375000 Penalty: 4189.385254
	Iteration 31Q: 3 clusters Score -538643.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -538648.750000 Penalty: 4189.385254
	Iteration 32Q: 3 clusters Score -538648.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -538654.875000 Penalty: 4189.385254
	Iteration 33Q: 3 clusters Score -538654.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -538658.250000 Penalty: 4189.385254
	Iteration 34Q: 3 clusters Score -538658.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -538664.312500 Penalty: 4189.385254
	Iteration 35Q: 3 clusters Score -538664.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -538670.250000 Penalty: 4189.385254
	Iteration 36Q: 3 clusters Score -538670.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -538675.750000 Penalty: 4189.385254
	Iteration 37Q: 3 clusters Score -538675.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -538682.312500 Penalty: 4189.385254
	Iteration 38Q: 3 clusters Score -538682.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -538685.250000 Penalty: 4189.385254
	Iteration 39Q: 3 clusters Score -538685.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -538689.625000 Penalty: 4189.385254
	Iteration 40F: 3 clusters Score -538689.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -538692.562500 Penalty: 4189.385254
	Iteration 41Q: 3 clusters Score -538692.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -538695.562500 Penalty: 4189.385254
	Iteration 42Q: 3 clusters Score -538695.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -538695.375000 Penalty: 4189.385254
	Iteration 43Q: 3 clusters Score -538695.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -538698.250000 Penalty: 4189.385254
	Iteration 44Q: 3 clusters Score -538698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -538697.687500 Penalty: 4189.385254
	Iteration 45Q: 3 clusters Score -538697.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -538701.375000 Penalty: 4189.385254
	Iteration 46Q: 3 clusters Score -538701.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -538703.187500 Penalty: 4189.385254
	Iteration 47Q: 3 clusters Score -538703.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -538704.000000 Penalty: 4189.385254
	Iteration 48Q: 3 clusters Score -538704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -538707.250000 Penalty: 4189.385254
	Iteration 49Q: 3 clusters Score -538707.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -538710.375000 Penalty: 4189.385254
	Iteration 50Q: 3 clusters Score -538710.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -538711.750000 Penalty: 4189.385254
	Iteration 51Q: 3 clusters Score -538711.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -538715.125000 Penalty: 4189.385254
	Iteration 52Q: 3 clusters Score -538715.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -538716.875000 Penalty: 4189.385254
	Iteration 53Q: 3 clusters Score -538716.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -538719.562500 Penalty: 4189.385254
	Iteration 54Q: 3 clusters Score -538719.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -538720.437500 Penalty: 4189.385254
	Iteration 55Q: 3 clusters Score -538720.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -538720.937500 Penalty: 4189.385254
	Iteration 56Q: 3 clusters Score -538720.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -538720.937500 Penalty: 4189.385254
	Iteration 57F: 3 clusters Score -538720.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -62795.160156 Penalty: 1597.750000
	Iteration 0F: 2 clusters Score -62795.16 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 299 members 
Entering Unmasked Estep 
Score: -61218.511719 Penalty: 3195.500000
	Iteration 0F: 3 clusters Score -61218.51 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61505.371094 Penalty: 3195.500000
	Iteration 1F: 3 clusters Score -61505.37 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61761.757812 Penalty: 3195.500000
	Iteration 2F: 3 clusters Score -61761.76 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61854.386719 Penalty: 3195.500000
	Iteration 3F: 3 clusters Score -61854.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61929.433594 Penalty: 3195.500000
	Iteration 4Q: 3 clusters Score -61929.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61950.476562 Penalty: 3195.500000
	Iteration 5Q: 3 clusters Score -61950.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61963.710938 Penalty: 3195.500000
	Iteration 6Q: 3 clusters Score -61963.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61989.062500 Penalty: 3195.500000
	Iteration 7Q: 3 clusters Score -61989.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62005.210938 Penalty: 3195.500000
	Iteration 8Q: 3 clusters Score -62005.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -62032.488281 Penalty: 3195.500000
	Iteration 9Q: 3 clusters Score -62032.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -62041.839844 Penalty: 3195.500000
	Iteration 10Q: 3 clusters Score -62041.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -62041.839844 Penalty: 3195.500000
	Iteration 11F: 3 clusters Score -62041.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (227063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227063 members 
Entering Unmasked Estep 
Score: -27517186.000000 Penalty: 3058.579834
	Iteration 0F: 2 clusters Score -2.751719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113992 members 
Mstep: Class 2 contains 113071 members 
Entering Unmasked Estep 
Score: -27370274.000000 Penalty: 6117.159668
	Iteration 0F: 3 clusters Score -2.737027e+07 nChanged 109584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122478 members 
Mstep: Class 2 contains 104585 members 
Entering Unmasked Estep 
Score: -27435266.000000 Penalty: 6117.159668
	Iteration 1F: 3 clusters Score -2.743527e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127434 members 
Mstep: Class 2 contains 99629 members 
Entering Unmasked Estep 
Score: -27437608.000000 Penalty: 6117.159668
	Iteration 2Q: 3 clusters Score -2.743761e+07 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135012 members 
Mstep: Class 2 contains 92051 members 
Entering Unmasked Estep 
Score: -27441688.000000 Penalty: 6117.159668
	Iteration 3Q: 3 clusters Score -2.744169e+07 nChanged 12147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145811 members 
Mstep: Class 2 contains 81252 members 
Entering Unmasked Estep 
Score: -27448550.000000 Penalty: 6117.159668
	Iteration 4F: 3 clusters Score -2.744855e+07 nChanged 15464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160483 members 
Mstep: Class 2 contains 66580 members 
Entering Unmasked Estep 
Score: -27459924.000000 Penalty: 6117.159668
	Iteration 5F: 3 clusters Score -2.745992e+07 nChanged 18378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178425 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -27475432.000000 Penalty: 6117.159668
	Iteration 6F: 3 clusters Score -2.747543e+07 nChanged 17774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195945 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -27491528.000000 Penalty: 6117.159668
	Iteration 7F: 3 clusters Score -2.749153e+07 nChanged 13348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209151 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -27502762.000000 Penalty: 6117.159668
	Iteration 8F: 3 clusters Score -2.750276e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216941 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -27508702.000000 Penalty: 6117.159668
	Iteration 9Q: 3 clusters Score -2.75087e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220901 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -27511574.000000 Penalty: 6117.159668
	Iteration 10Q: 3 clusters Score -2.751157e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222858 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -27512884.000000 Penalty: 6117.159668
	Iteration 11Q: 3 clusters Score -2.751288e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223888 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -27513504.000000 Penalty: 6117.159668
	Iteration 12Q: 3 clusters Score -2.75135e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224497 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -27513888.000000 Penalty: 6117.159668
	Iteration 13Q: 3 clusters Score -2.751389e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224893 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -27514076.000000 Penalty: 6117.159668
	Iteration 14Q: 3 clusters Score -2.751408e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225139 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -27514236.000000 Penalty: 6117.159668
	Iteration 15Q: 3 clusters Score -2.751424e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225295 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -27514342.000000 Penalty: 6117.159668
	Iteration 16Q: 3 clusters Score -2.751434e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225408 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -27514370.000000 Penalty: 6117.159668
	Iteration 17Q: 3 clusters Score -2.751437e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225488 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -27514398.000000 Penalty: 6117.159668
	Iteration 18Q: 3 clusters Score -2.75144e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225562 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -27514414.000000 Penalty: 6117.159668
	Iteration 19Q: 3 clusters Score -2.751441e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225620 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -27514482.000000 Penalty: 6117.159668
	Iteration 20F: 3 clusters Score -2.751448e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225670 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -27514474.000000 Penalty: 6117.159668
	Iteration 21Q: 3 clusters Score -2.751447e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225703 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -27514512.000000 Penalty: 6117.159668
	Iteration 22Q: 3 clusters Score -2.751451e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225732 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -27514528.000000 Penalty: 6117.159668
	Iteration 23Q: 3 clusters Score -2.751453e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225760 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -27514536.000000 Penalty: 6117.159668
	Iteration 24Q: 3 clusters Score -2.751454e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225782 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -27514524.000000 Penalty: 6117.159668
	Iteration 25Q: 3 clusters Score -2.751452e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225801 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -27514574.000000 Penalty: 6117.159668
	Iteration 26Q: 3 clusters Score -2.751457e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225815 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -27514588.000000 Penalty: 6117.159668
	Iteration 27Q: 3 clusters Score -2.751459e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225828 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -27514608.000000 Penalty: 6117.159668
	Iteration 28Q: 3 clusters Score -2.751461e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225851 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -27514612.000000 Penalty: 6117.159668
	Iteration 29Q: 3 clusters Score -2.751461e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225863 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -27514624.000000 Penalty: 6117.159668
	Iteration 30Q: 3 clusters Score -2.751462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225871 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -27514622.000000 Penalty: 6117.159668
	Iteration 31Q: 3 clusters Score -2.751462e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225877 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -27514624.000000 Penalty: 6117.159668
	Iteration 32Q: 3 clusters Score -2.751462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225883 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -27514636.000000 Penalty: 6117.159668
	Iteration 33Q: 3 clusters Score -2.751464e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225898 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -27514644.000000 Penalty: 6117.159668
	Iteration 34Q: 3 clusters Score -2.751464e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225917 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -27514632.000000 Penalty: 6117.159668
	Iteration 35Q: 3 clusters Score -2.751463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225921 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -27514640.000000 Penalty: 6117.159668
	Iteration 36Q: 3 clusters Score -2.751464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225924 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -27514644.000000 Penalty: 6117.159668
	Iteration 37Q: 3 clusters Score -2.751464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225929 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -27514636.000000 Penalty: 6117.159668
	Iteration 38Q: 3 clusters Score -2.751464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225929 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -27514632.000000 Penalty: 6117.159668
	Iteration 39Q: 3 clusters Score -2.751463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225930 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -27514642.000000 Penalty: 6117.159668
	Iteration 40F: 3 clusters Score -2.751464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -51955.261719 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -51955.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50437.488281 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -50437.49 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50793.507812 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -50793.51 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -50931.144531 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -50931.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51053.132812 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -51053.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51142.242188 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -51142.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51190.187500 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -51190.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51208.410156 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -51208.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51224.476562 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -51224.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51249.855469 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -51249.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51270.671875 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -51270.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -51290.734375 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -51290.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51298.269531 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -51298.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51312.785156 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -51312.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51324.527344 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -51324.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51352.800781 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -51352.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51379.488281 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -51379.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51405.664062 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -51405.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51431.703125 Penalty: 3184.317383
	Iteration 17Q: 3 clusters Score -51431.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51471.671875 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -51471.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51507.222656 Penalty: 3184.317383
	Iteration 19Q: 3 clusters Score -51507.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51540.242188 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -51540.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51563.242188 Penalty: 3184.317383
	Iteration 21Q: 3 clusters Score -51563.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51576.992188 Penalty: 3184.317383
	Iteration 22Q: 3 clusters Score -51576.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51589.699219 Penalty: 3184.317383
	Iteration 23Q: 3 clusters Score -51589.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51606.992188 Penalty: 3184.317383
	Iteration 24Q: 3 clusters Score -51606.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51659.257812 Penalty: 3184.317383
	Iteration 25Q: 3 clusters Score -51659.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51693.621094 Penalty: 3184.317383
	Iteration 26Q: 3 clusters Score -51693.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51729.000000 Penalty: 3184.317383
	Iteration 27Q: 3 clusters Score -51729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51770.617188 Penalty: 3184.317383
	Iteration 28Q: 3 clusters Score -51770.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51784.507812 Penalty: 3184.317383
	Iteration 29Q: 3 clusters Score -51784.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51786.925781 Penalty: 3184.317383
	Iteration 30Q: 3 clusters Score -51786.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51795.757812 Penalty: 3184.317383
	Iteration 31F: 3 clusters Score -51795.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -51942.343750 Penalty: 3184.317383
	Iteration 32Q: 3 clusters Score -51942.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51972.750000 Penalty: 3184.317383
	Iteration 33Q: 3 clusters Score -51972.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51997.375000 Penalty: 3184.317383
	Iteration 34Q: 3 clusters Score -51997.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -52011.929688 Penalty: 3184.317383
	Iteration 35Q: 3 clusters Score -52011.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52031.769531 Penalty: 3184.317383
	Iteration 36Q: 3 clusters Score -52031.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52050.179688 Penalty: 3184.317383
	Iteration 37Q: 3 clusters Score -52050.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -52053.945312 Penalty: 3184.317383
	Iteration 38Q: 3 clusters Score -52053.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52059.105469 Penalty: 3184.317383
	Iteration 39Q: 3 clusters Score -52059.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -52071.246094 Penalty: 3184.317383
	Iteration 40F: 3 clusters Score -52071.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52115.890625 Penalty: 3184.317383
	Iteration 41Q: 3 clusters Score -52115.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -52146.320312 Penalty: 3184.317383
	Iteration 42Q: 3 clusters Score -52146.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -52191.335938 Penalty: 3184.317383
	Iteration 43Q: 3 clusters Score -52191.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -52214.031250 Penalty: 3184.317383
	Iteration 44Q: 3 clusters Score -52214.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52217.730469 Penalty: 3184.317383
	Iteration 45Q: 3 clusters Score -52217.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52220.492188 Penalty: 3184.317383
	Iteration 46Q: 3 clusters Score -52220.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52220.492188 Penalty: 3184.317383
	Iteration 47F: 3 clusters Score -52220.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 38546 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 203519 members 
Mstep: Class 6 contains 192 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 85114 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 227063 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 34057 members 
Mstep: Class 19 contains 46653 members 
Mstep: Class 21 contains 199542 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 13120 members 
Entering Unmasked Estep 
Score: -104284592.000000 Penalty: 64462.460938
Splitting cluster 14 changes total score from -104286168.000000 to -104284592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Entering Unmasked Estep 
Score: -439326.843750 Penalty: 2050.199951
	Iteration 0F: 2 clusters Score -439326.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -435467.250000 Penalty: 4100.399902
	Iteration 0F: 3 clusters Score -435467.2 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -436290.656250 Penalty: 4100.399902
	Iteration 1F: 3 clusters Score -436290.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -436482.562500 Penalty: 4100.399902
	Iteration 2F: 3 clusters Score -436482.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -436637.062500 Penalty: 4100.399902
	Iteration 3F: 3 clusters Score -436637.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -436738.562500 Penalty: 4100.399902
	Iteration 4Q: 3 clusters Score -436738.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -436832.593750 Penalty: 4100.399902
	Iteration 5Q: 3 clusters Score -436832.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -436925.375000 Penalty: 4100.399902
	Iteration 6Q: 3 clusters Score -436925.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -437020.187500 Penalty: 4100.399902
	Iteration 7Q: 3 clusters Score -437020.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -437139.593750 Penalty: 4100.399902
	Iteration 8Q: 3 clusters Score -437139.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -437304.843750 Penalty: 4100.399902
	Iteration 9Q: 3 clusters Score -437304.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -437493.156250 Penalty: 4100.399902
	Iteration 10Q: 3 clusters Score -437493.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -437686.968750 Penalty: 4100.399902
	Iteration 11Q: 3 clusters Score -437687 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -437874.750000 Penalty: 4100.399902
	Iteration 12Q: 3 clusters Score -437874.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -438009.968750 Penalty: 4100.399902
	Iteration 13Q: 3 clusters Score -438010 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -438094.625000 Penalty: 4100.399902
	Iteration 14Q: 3 clusters Score -438094.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -438157.750000 Penalty: 4100.399902
	Iteration 15Q: 3 clusters Score -438157.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -438202.218750 Penalty: 4100.399902
	Iteration 16Q: 3 clusters Score -438202.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -438226.343750 Penalty: 4100.399902
	Iteration 17Q: 3 clusters Score -438226.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -438241.812500 Penalty: 4100.399902
	Iteration 18Q: 3 clusters Score -438241.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -438252.312500 Penalty: 4100.399902
	Iteration 19Q: 3 clusters Score -438252.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -438261.937500 Penalty: 4100.399902
	Iteration 20F: 3 clusters Score -438261.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -438266.937500 Penalty: 4100.399902
	Iteration 21Q: 3 clusters Score -438266.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -438270.906250 Penalty: 4100.399902
	Iteration 22Q: 3 clusters Score -438270.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -438273.531250 Penalty: 4100.399902
	Iteration 23Q: 3 clusters Score -438273.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -438275.812500 Penalty: 4100.399902
	Iteration 24Q: 3 clusters Score -438275.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -438277.625000 Penalty: 4100.399902
	Iteration 25Q: 3 clusters Score -438277.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -438278.843750 Penalty: 4100.399902
	Iteration 26Q: 3 clusters Score -438278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -438280.562500 Penalty: 4100.399902
	Iteration 27Q: 3 clusters Score -438280.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -438280.562500 Penalty: 4100.399902
	Iteration 28F: 3 clusters Score -438280.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Entering Unmasked Estep 
Score: -4200687.500000 Penalty: 2588.076172
	Iteration 0F: 2 clusters Score -4200688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -4177571.000000 Penalty: 5176.152344
	Iteration 0F: 3 clusters Score -4177571 nChanged 15413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -4185955.500000 Penalty: 5176.152344
	Iteration 1F: 3 clusters Score -4185956 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -4186467.250000 Penalty: 5176.152344
	Iteration 2Q: 3 clusters Score -4186467 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -4187006.000000 Penalty: 5176.152344
	Iteration 3Q: 3 clusters Score -4187006 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -4187629.250000 Penalty: 5176.152344
	Iteration 4Q: 3 clusters Score -4187629 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -4188358.000000 Penalty: 5176.152344
	Iteration 5Q: 3 clusters Score -4188358 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -4189349.500000 Penalty: 5176.152344
	Iteration 6F: 3 clusters Score -4189350 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -4190736.750000 Penalty: 5176.152344
	Iteration 7F: 3 clusters Score -4190737 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -4192604.500000 Penalty: 5176.152344
	Iteration 8F: 3 clusters Score -4192604 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -4194678.500000 Penalty: 5176.152344
	Iteration 9F: 3 clusters Score -4194678 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -4196147.000000 Penalty: 5176.152344
	Iteration 10F: 3 clusters Score -4196147 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -4196727.000000 Penalty: 5176.152344
	Iteration 11Q: 3 clusters Score -4196727 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -4196942.000000 Penalty: 5176.152344
	Iteration 12Q: 3 clusters Score -4196942 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -4197080.500000 Penalty: 5176.152344
	Iteration 13Q: 3 clusters Score -4197080 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -4197167.000000 Penalty: 5176.152344
	Iteration 14Q: 3 clusters Score -4197167 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -4197259.500000 Penalty: 5176.152344
	Iteration 15Q: 3 clusters Score -4197260 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -4197362.000000 Penalty: 5176.152344
	Iteration 16Q: 3 clusters Score -4197362 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -4197424.500000 Penalty: 5176.152344
	Iteration 17Q: 3 clusters Score -4197424 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -4197460.000000 Penalty: 5176.152344
	Iteration 18Q: 3 clusters Score -4197460 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -4197519.500000 Penalty: 5176.152344
	Iteration 19Q: 3 clusters Score -4197520 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -4197552.500000 Penalty: 5176.152344
	Iteration 20F: 3 clusters Score -4197552 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -4197595.500000 Penalty: 5176.152344
	Iteration 21Q: 3 clusters Score -4197596 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -4197627.500000 Penalty: 5176.152344
	Iteration 22Q: 3 clusters Score -4197628 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -4197683.500000 Penalty: 5176.152344
	Iteration 23Q: 3 clusters Score -4197684 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -4197733.000000 Penalty: 5176.152344
	Iteration 24Q: 3 clusters Score -4197733 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -4197765.500000 Penalty: 5176.152344
	Iteration 25Q: 3 clusters Score -4197766 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -4197807.000000 Penalty: 5176.152344
	Iteration 26Q: 3 clusters Score -4197807 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -4197825.000000 Penalty: 5176.152344
	Iteration 27Q: 3 clusters Score -4197825 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -4197857.500000 Penalty: 5176.152344
	Iteration 28Q: 3 clusters Score -4197858 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -4197898.500000 Penalty: 5176.152344
	Iteration 29Q: 3 clusters Score -4197898 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -4197938.000000 Penalty: 5176.152344
	Iteration 30Q: 3 clusters Score -4197938 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -4197973.500000 Penalty: 5176.152344
	Iteration 31Q: 3 clusters Score -4197974 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -4198028.500000 Penalty: 5176.152344
	Iteration 32Q: 3 clusters Score -4198028 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -4198079.000000 Penalty: 5176.152344
	Iteration 33Q: 3 clusters Score -4198079 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -4198108.500000 Penalty: 5176.152344
	Iteration 34Q: 3 clusters Score -4198108 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -4198139.500000 Penalty: 5176.152344
	Iteration 35Q: 3 clusters Score -4198140 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -4198170.000000 Penalty: 5176.152344
	Iteration 36Q: 3 clusters Score -4198170 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -4198211.000000 Penalty: 5176.152344
	Iteration 37Q: 3 clusters Score -4198211 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -4198238.500000 Penalty: 5176.152344
	Iteration 38Q: 3 clusters Score -4198238 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -4198272.500000 Penalty: 5176.152344
	Iteration 39Q: 3 clusters Score -4198272 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -4198295.000000 Penalty: 5176.152344
	Iteration 40F: 3 clusters Score -4198295 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4198318.500000 Penalty: 5176.152344
	Iteration 41Q: 3 clusters Score -4198318 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -4198349.000000 Penalty: 5176.152344
	Iteration 42Q: 3 clusters Score -4198349 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -4198361.500000 Penalty: 5176.152344
	Iteration 43Q: 3 clusters Score -4198362 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -4198371.000000 Penalty: 5176.152344
	Iteration 44Q: 3 clusters Score -4198371 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -4198400.500000 Penalty: 5176.152344
	Iteration 45Q: 3 clusters Score -4198400 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -4198408.000000 Penalty: 5176.152344
	Iteration 46Q: 3 clusters Score -4198408 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -4198418.000000 Penalty: 5176.152344
	Iteration 47Q: 3 clusters Score -4198418 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -4198424.500000 Penalty: 5176.152344
	Iteration 48Q: 3 clusters Score -4198424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -4198431.500000 Penalty: 5176.152344
	Iteration 49Q: 3 clusters Score -4198432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -4198457.500000 Penalty: 5176.152344
	Iteration 50Q: 3 clusters Score -4198458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -4198475.000000 Penalty: 5176.152344
	Iteration 51Q: 3 clusters Score -4198475 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -4198469.500000 Penalty: 5176.152344
	Iteration 52Q: 3 clusters Score -4198470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -4198478.500000 Penalty: 5176.152344
	Iteration 53Q: 3 clusters Score -4198478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -4198482.500000 Penalty: 5176.152344
	Iteration 54Q: 3 clusters Score -4198482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -4198494.500000 Penalty: 5176.152344
	Iteration 55Q: 3 clusters Score -4198494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -4198495.500000 Penalty: 5176.152344
	Iteration 56Q: 3 clusters Score -4198496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -4198501.000000 Penalty: 5176.152344
	Iteration 57Q: 3 clusters Score -4198501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -4198506.500000 Penalty: 5176.152344
	Iteration 58Q: 3 clusters Score -4198506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -4198505.500000 Penalty: 5176.152344
	Iteration 59Q: 3 clusters Score -4198506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -4198507.000000 Penalty: 5176.152344
	Iteration 60F: 3 clusters Score -4198507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -4198520.000000 Penalty: 5176.152344
	Iteration 61Q: 3 clusters Score -4198520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -4198527.500000 Penalty: 5176.152344
	Iteration 62Q: 3 clusters Score -4198528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -4198523.500000 Penalty: 5176.152344
	Iteration 63Q: 3 clusters Score -4198524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -4198520.000000 Penalty: 5176.152344
	Iteration 64Q: 3 clusters Score -4198520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -4198519.500000 Penalty: 5176.152344
	Iteration 65Q: 3 clusters Score -4198520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -4198528.500000 Penalty: 5176.152344
	Iteration 66Q: 3 clusters Score -4198528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -4198534.000000 Penalty: 5176.152344
	Iteration 67Q: 3 clusters Score -4198534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -4198538.500000 Penalty: 5176.152344
	Iteration 68Q: 3 clusters Score -4198538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -4198538.000000 Penalty: 5176.152344
	Iteration 69Q: 3 clusters Score -4198538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -4198539.500000 Penalty: 5176.152344
	Iteration 70Q: 3 clusters Score -4198540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -4198536.500000 Penalty: 5176.152344
	Iteration 71Q: 3 clusters Score -4198536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -4198550.000000 Penalty: 5176.152344
	Iteration 72Q: 3 clusters Score -4198550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -4198554.000000 Penalty: 5176.152344
	Iteration 73Q: 3 clusters Score -4198554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -4198556.500000 Penalty: 5176.152344
	Iteration 74Q: 3 clusters Score -4198556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -4198575.500000 Penalty: 5176.152344
	Iteration 75Q: 3 clusters Score -4198576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -4198585.000000 Penalty: 5176.152344
	Iteration 76Q: 3 clusters Score -4198585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -4198596.500000 Penalty: 5176.152344
	Iteration 77Q: 3 clusters Score -4198596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -4198615.000000 Penalty: 5176.152344
	Iteration 78Q: 3 clusters Score -4198615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -4198613.000000 Penalty: 5176.152344
	Iteration 79Q: 3 clusters Score -4198613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -4198607.500000 Penalty: 5176.152344
	Iteration 80F: 3 clusters Score -4198608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -4198615.500000 Penalty: 5176.152344
	Iteration 81Q: 3 clusters Score -4198616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -4198619.000000 Penalty: 5176.152344
	Iteration 82Q: 3 clusters Score -4198619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -4198619.500000 Penalty: 5176.152344
	Iteration 83Q: 3 clusters Score -4198620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -4198622.000000 Penalty: 5176.152344
	Iteration 84Q: 3 clusters Score -4198622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -4198632.000000 Penalty: 5176.152344
	Iteration 85Q: 3 clusters Score -4198632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -4198626.500000 Penalty: 5176.152344
	Iteration 86Q: 3 clusters Score -4198626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -4198627.500000 Penalty: 5176.152344
	Iteration 87Q: 3 clusters Score -4198628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -4198630.000000 Penalty: 5176.152344
	Iteration 88Q: 3 clusters Score -4198630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -4198629.500000 Penalty: 5176.152344
	Iteration 89Q: 3 clusters Score -4198630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -4198640.500000 Penalty: 5176.152344
	Iteration 90Q: 3 clusters Score -4198640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -4198643.000000 Penalty: 5176.152344
	Iteration 91Q: 3 clusters Score -4198643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -4198648.500000 Penalty: 5176.152344
	Iteration 92Q: 3 clusters Score -4198648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -4198653.000000 Penalty: 5176.152344
	Iteration 93Q: 3 clusters Score -4198653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -4198656.000000 Penalty: 5176.152344
	Iteration 94Q: 3 clusters Score -4198656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -4198656.500000 Penalty: 5176.152344
	Iteration 95Q: 3 clusters Score -4198656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -4198657.000000 Penalty: 5176.152344
	Iteration 96Q: 3 clusters Score -4198657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -4198662.000000 Penalty: 5176.152344
	Iteration 97Q: 3 clusters Score -4198662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -4198666.000000 Penalty: 5176.152344
	Iteration 98Q: 3 clusters Score -4198666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -4198668.500000 Penalty: 5176.152344
	Iteration 99Q: 3 clusters Score -4198668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -4198669.500000 Penalty: 5176.152344
	Iteration 100F: 3 clusters Score -4198670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -4198669.000000 Penalty: 5176.152344
	Iteration 101Q: 3 clusters Score -4198669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -4198669.500000 Penalty: 5176.152344
	Iteration 102Q: 3 clusters Score -4198670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -4198668.500000 Penalty: 5176.152344
	Iteration 103Q: 3 clusters Score -4198668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -4198665.500000 Penalty: 5176.152344
	Iteration 104Q: 3 clusters Score -4198666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -4198665.500000 Penalty: 5176.152344
	Iteration 105F: 3 clusters Score -4198666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Entering Unmasked Estep 
Score: -5513964.500000 Penalty: 2666.122070
	Iteration 0F: 2 clusters Score -5513964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -5482431.000000 Penalty: 5332.244141
	Iteration 0F: 3 clusters Score -5482431 nChanged 21513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -5494332.000000 Penalty: 5332.244141
	Iteration 1F: 3 clusters Score -5494332 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -5494837.500000 Penalty: 5332.244141
	Iteration 2Q: 3 clusters Score -5494838 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -5495210.000000 Penalty: 5332.244141
	Iteration 3Q: 3 clusters Score -5495210 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -5495618.000000 Penalty: 5332.244141
	Iteration 4Q: 3 clusters Score -5495618 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -5496037.500000 Penalty: 5332.244141
	Iteration 5Q: 3 clusters Score -5496038 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -5496587.000000 Penalty: 5332.244141
	Iteration 6Q: 3 clusters Score -5496587 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -5497496.000000 Penalty: 5332.244141
	Iteration 7Q: 3 clusters Score -5497496 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -5498992.500000 Penalty: 5332.244141
	Iteration 8F: 3 clusters Score -5498992 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -5501212.000000 Penalty: 5332.244141
	Iteration 9F: 3 clusters Score -5501212 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -5504304.500000 Penalty: 5332.244141
	Iteration 10F: 3 clusters Score -5504304 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -5507518.000000 Penalty: 5332.244141
	Iteration 11F: 3 clusters Score -5507518 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -5509707.000000 Penalty: 5332.244141
	Iteration 12F: 3 clusters Score -5509707 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -5510841.000000 Penalty: 5332.244141
	Iteration 13Q: 3 clusters Score -5510841 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -5511263.000000 Penalty: 5332.244141
	Iteration 14Q: 3 clusters Score -5511263 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -5511434.500000 Penalty: 5332.244141
	Iteration 15Q: 3 clusters Score -5511434 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -5511535.500000 Penalty: 5332.244141
	Iteration 16Q: 3 clusters Score -5511536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -5511574.000000 Penalty: 5332.244141
	Iteration 17Q: 3 clusters Score -5511574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -5511588.000000 Penalty: 5332.244141
	Iteration 18Q: 3 clusters Score -5511588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -5511604.000000 Penalty: 5332.244141
	Iteration 19Q: 3 clusters Score -5511604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -5511608.000000 Penalty: 5332.244141
	Iteration 20F: 3 clusters Score -5511608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -5511632.500000 Penalty: 5332.244141
	Iteration 21Q: 3 clusters Score -5511632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -5511635.500000 Penalty: 5332.244141
	Iteration 22Q: 3 clusters Score -5511636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -5511642.500000 Penalty: 5332.244141
	Iteration 23Q: 3 clusters Score -5511642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -5511642.500000 Penalty: 5332.244141
	Iteration 24Q: 3 clusters Score -5511642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -5511642.500000 Penalty: 5332.244141
	Iteration 25Q: 3 clusters Score -5511642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -5511642.500000 Penalty: 5332.244141
	Iteration 26F: 3 clusters Score -5511642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (199542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199542 members 
Entering Unmasked Estep 
Score: -24291604.000000 Penalty: 3026.537598
	Iteration 0F: 2 clusters Score -2.42916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99654 members 
Mstep: Class 2 contains 99888 members 
Entering Unmasked Estep 
Score: -24159958.000000 Penalty: 6053.075195
	Iteration 0F: 3 clusters Score -2.415996e+07 nChanged 96081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98897 members 
Mstep: Class 2 contains 100645 members 
Entering Unmasked Estep 
Score: -24216640.000000 Penalty: 6053.075195
	Iteration 1F: 3 clusters Score -2.421664e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97980 members 
Mstep: Class 2 contains 101562 members 
Entering Unmasked Estep 
Score: -24218132.000000 Penalty: 6053.075195
	Iteration 2Q: 3 clusters Score -2.421813e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96444 members 
Mstep: Class 2 contains 103098 members 
Entering Unmasked Estep 
Score: -24220008.000000 Penalty: 6053.075195
	Iteration 3Q: 3 clusters Score -2.422001e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93823 members 
Mstep: Class 2 contains 105719 members 
Entering Unmasked Estep 
Score: -24223130.000000 Penalty: 6053.075195
	Iteration 4Q: 3 clusters Score -2.422313e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 109848 members 
Entering Unmasked Estep 
Score: -24227992.000000 Penalty: 6053.075195
	Iteration 5Q: 3 clusters Score -2.422799e+07 nChanged 12390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83388 members 
Mstep: Class 2 contains 116154 members 
Entering Unmasked Estep 
Score: -24236216.000000 Penalty: 6053.075195
	Iteration 6F: 3 clusters Score -2.423622e+07 nChanged 14745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75503 members 
Mstep: Class 2 contains 124039 members 
Entering Unmasked Estep 
Score: -24248696.000000 Penalty: 6053.075195
	Iteration 7F: 3 clusters Score -2.42487e+07 nChanged 15227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67802 members 
Mstep: Class 2 contains 131740 members 
Entering Unmasked Estep 
Score: -24262784.000000 Penalty: 6053.075195
	Iteration 8F: 3 clusters Score -2.426278e+07 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62547 members 
Mstep: Class 2 contains 136995 members 
Entering Unmasked Estep 
Score: -24270892.000000 Penalty: 6053.075195
	Iteration 9F: 3 clusters Score -2.427089e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 140567 members 
Entering Unmasked Estep 
Score: -24273952.000000 Penalty: 6053.075195
	Iteration 10Q: 3 clusters Score -2.427395e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 143716 members 
Entering Unmasked Estep 
Score: -24275802.000000 Penalty: 6053.075195
	Iteration 11Q: 3 clusters Score -2.42758e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 146635 members 
Entering Unmasked Estep 
Score: -24277098.000000 Penalty: 6053.075195
	Iteration 12Q: 3 clusters Score -2.42771e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 149444 members 
Entering Unmasked Estep 
Score: -24278530.000000 Penalty: 6053.075195
	Iteration 13Q: 3 clusters Score -2.427853e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 152056 members 
Entering Unmasked Estep 
Score: -24279742.000000 Penalty: 6053.075195
	Iteration 14Q: 3 clusters Score -2.427974e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 154535 members 
Entering Unmasked Estep 
Score: -24280718.000000 Penalty: 6053.075195
	Iteration 15Q: 3 clusters Score -2.428072e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 156854 members 
Entering Unmasked Estep 
Score: -24281474.000000 Penalty: 6053.075195
	Iteration 16Q: 3 clusters Score -2.428147e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 159001 members 
Entering Unmasked Estep 
Score: -24282202.000000 Penalty: 6053.075195
	Iteration 17Q: 3 clusters Score -2.42822e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 160991 members 
Entering Unmasked Estep 
Score: -24282800.000000 Penalty: 6053.075195
	Iteration 18Q: 3 clusters Score -2.42828e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 162853 members 
Entering Unmasked Estep 
Score: -24283190.000000 Penalty: 6053.075195
	Iteration 19Q: 3 clusters Score -2.428319e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 164622 members 
Entering Unmasked Estep 
Score: -24283496.000000 Penalty: 6053.075195
	Iteration 20F: 3 clusters Score -2.42835e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 166297 members 
Entering Unmasked Estep 
Score: -24283892.000000 Penalty: 6053.075195
	Iteration 21Q: 3 clusters Score -2.428389e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 167927 members 
Entering Unmasked Estep 
Score: -24284316.000000 Penalty: 6053.075195
	Iteration 22Q: 3 clusters Score -2.428432e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 169517 members 
Entering Unmasked Estep 
Score: -24284538.000000 Penalty: 6053.075195
	Iteration 23Q: 3 clusters Score -2.428454e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 171114 members 
Entering Unmasked Estep 
Score: -24284964.000000 Penalty: 6053.075195
	Iteration 24Q: 3 clusters Score -2.428496e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 172626 members 
Entering Unmasked Estep 
Score: -24285248.000000 Penalty: 6053.075195
	Iteration 25Q: 3 clusters Score -2.428525e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 174151 members 
Entering Unmasked Estep 
Score: -24285548.000000 Penalty: 6053.075195
	Iteration 26Q: 3 clusters Score -2.428555e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 175648 members 
Entering Unmasked Estep 
Score: -24285932.000000 Penalty: 6053.075195
	Iteration 27Q: 3 clusters Score -2.428593e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 177098 members 
Entering Unmasked Estep 
Score: -24286264.000000 Penalty: 6053.075195
	Iteration 28Q: 3 clusters Score -2.428626e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 178462 members 
Entering Unmasked Estep 
Score: -24286662.000000 Penalty: 6053.075195
	Iteration 29Q: 3 clusters Score -2.428666e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 179757 members 
Entering Unmasked Estep 
Score: -24286916.000000 Penalty: 6053.075195
	Iteration 30Q: 3 clusters Score -2.428692e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 180988 members 
Entering Unmasked Estep 
Score: -24287222.000000 Penalty: 6053.075195
	Iteration 31Q: 3 clusters Score -2.428722e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 182143 members 
Entering Unmasked Estep 
Score: -24287552.000000 Penalty: 6053.075195
	Iteration 32Q: 3 clusters Score -2.428755e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 183238 members 
Entering Unmasked Estep 
Score: -24287794.000000 Penalty: 6053.075195
	Iteration 33Q: 3 clusters Score -2.428779e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 184314 members 
Entering Unmasked Estep 
Score: -24287970.000000 Penalty: 6053.075195
	Iteration 34Q: 3 clusters Score -2.428797e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 185309 members 
Entering Unmasked Estep 
Score: -24288316.000000 Penalty: 6053.075195
	Iteration 35Q: 3 clusters Score -2.428832e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 186247 members 
Entering Unmasked Estep 
Score: -24288562.000000 Penalty: 6053.075195
	Iteration 36Q: 3 clusters Score -2.428856e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 187067 members 
Entering Unmasked Estep 
Score: -24288676.000000 Penalty: 6053.075195
	Iteration 37Q: 3 clusters Score -2.428868e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 187808 members 
Entering Unmasked Estep 
Score: -24288906.000000 Penalty: 6053.075195
	Iteration 38Q: 3 clusters Score -2.428891e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 188494 members 
Entering Unmasked Estep 
Score: -24288994.000000 Penalty: 6053.075195
	Iteration 39Q: 3 clusters Score -2.428899e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 189140 members 
Entering Unmasked Estep 
Score: -24289112.000000 Penalty: 6053.075195
	Iteration 40F: 3 clusters Score -2.428911e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 189711 members 
Entering Unmasked Estep 
Score: -24289194.000000 Penalty: 6053.075195
	Iteration 41Q: 3 clusters Score -2.428919e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 190260 members 
Entering Unmasked Estep 
Score: -24289328.000000 Penalty: 6053.075195
	Iteration 42Q: 3 clusters Score -2.428933e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 190798 members 
Entering Unmasked Estep 
Score: -24289472.000000 Penalty: 6053.075195
	Iteration 43Q: 3 clusters Score -2.428947e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 191248 members 
Entering Unmasked Estep 
Score: -24289532.000000 Penalty: 6053.075195
	Iteration 44Q: 3 clusters Score -2.428953e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 191665 members 
Entering Unmasked Estep 
Score: -24289572.000000 Penalty: 6053.075195
	Iteration 45Q: 3 clusters Score -2.428957e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 192061 members 
Entering Unmasked Estep 
Score: -24289646.000000 Penalty: 6053.075195
	Iteration 46Q: 3 clusters Score -2.428965e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 192440 members 
Entering Unmasked Estep 
Score: -24289712.000000 Penalty: 6053.075195
	Iteration 47Q: 3 clusters Score -2.428971e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 192735 members 
Entering Unmasked Estep 
Score: -24289694.000000 Penalty: 6053.075195
	Iteration 48Q: 3 clusters Score -2.428969e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 193000 members 
Entering Unmasked Estep 
Score: -24289766.000000 Penalty: 6053.075195
	Iteration 49Q: 3 clusters Score -2.428977e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 193218 members 
Entering Unmasked Estep 
Score: -24289752.000000 Penalty: 6053.075195
	Iteration 50Q: 3 clusters Score -2.428975e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 193399 members 
Entering Unmasked Estep 
Score: -24289758.000000 Penalty: 6053.075195
	Iteration 51Q: 3 clusters Score -2.428976e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 193548 members 
Entering Unmasked Estep 
Score: -24289752.000000 Penalty: 6053.075195
	Iteration 52Q: 3 clusters Score -2.428975e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 193677 members 
Entering Unmasked Estep 
Score: -24289860.000000 Penalty: 6053.075195
	Iteration 53Q: 3 clusters Score -2.428986e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 193809 members 
Entering Unmasked Estep 
Score: -24289828.000000 Penalty: 6053.075195
	Iteration 54Q: 3 clusters Score -2.428983e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 193945 members 
Entering Unmasked Estep 
Score: -24289794.000000 Penalty: 6053.075195
	Iteration 55Q: 3 clusters Score -2.428979e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 194072 members 
Entering Unmasked Estep 
Score: -24289842.000000 Penalty: 6053.075195
	Iteration 56Q: 3 clusters Score -2.428984e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 194211 members 
Entering Unmasked Estep 
Score: -24289850.000000 Penalty: 6053.075195
	Iteration 57Q: 3 clusters Score -2.428985e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 194336 members 
Entering Unmasked Estep 
Score: -24289866.000000 Penalty: 6053.075195
	Iteration 58Q: 3 clusters Score -2.428987e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 194458 members 
Entering Unmasked Estep 
Score: -24289896.000000 Penalty: 6053.075195
	Iteration 59Q: 3 clusters Score -2.42899e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 194582 members 
Entering Unmasked Estep 
Score: -24289898.000000 Penalty: 6053.075195
	Iteration 60F: 3 clusters Score -2.42899e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 194678 members 
Entering Unmasked Estep 
Score: -24289916.000000 Penalty: 6053.075195
	Iteration 61Q: 3 clusters Score -2.428992e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 194761 members 
Entering Unmasked Estep 
Score: -24289890.000000 Penalty: 6053.075195
	Iteration 62Q: 3 clusters Score -2.428989e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 194838 members 
Entering Unmasked Estep 
Score: -24289908.000000 Penalty: 6053.075195
	Iteration 63Q: 3 clusters Score -2.428991e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 194915 members 
Entering Unmasked Estep 
Score: -24289918.000000 Penalty: 6053.075195
	Iteration 64Q: 3 clusters Score -2.428992e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 194985 members 
Entering Unmasked Estep 
Score: -24289956.000000 Penalty: 6053.075195
	Iteration 65Q: 3 clusters Score -2.428996e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 195040 members 
Entering Unmasked Estep 
Score: -24289930.000000 Penalty: 6053.075195
	Iteration 66Q: 3 clusters Score -2.428993e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 195106 members 
Entering Unmasked Estep 
Score: -24289910.000000 Penalty: 6053.075195
	Iteration 67Q: 3 clusters Score -2.428991e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 195151 members 
Entering Unmasked Estep 
Score: -24289920.000000 Penalty: 6053.075195
	Iteration 68Q: 3 clusters Score -2.428992e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 195177 members 
Entering Unmasked Estep 
Score: -24289910.000000 Penalty: 6053.075195
	Iteration 69Q: 3 clusters Score -2.428991e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 195210 members 
Entering Unmasked Estep 
Score: -24289894.000000 Penalty: 6053.075195
	Iteration 70Q: 3 clusters Score -2.428989e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 195241 members 
Entering Unmasked Estep 
Score: -24289894.000000 Penalty: 6053.075195
	Iteration 71Q: 3 clusters Score -2.428989e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 195279 members 
Entering Unmasked Estep 
Score: -24289884.000000 Penalty: 6053.075195
	Iteration 72Q: 3 clusters Score -2.428988e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 195308 members 
Entering Unmasked Estep 
Score: -24289930.000000 Penalty: 6053.075195
	Iteration 73Q: 3 clusters Score -2.428993e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 195331 members 
Entering Unmasked Estep 
Score: -24289946.000000 Penalty: 6053.075195
	Iteration 74Q: 3 clusters Score -2.428995e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 195351 members 
Entering Unmasked Estep 
Score: -24289932.000000 Penalty: 6053.075195
	Iteration 75Q: 3 clusters Score -2.428993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 195369 members 
Entering Unmasked Estep 
Score: -24289940.000000 Penalty: 6053.075195
	Iteration 76Q: 3 clusters Score -2.428994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 195389 members 
Entering Unmasked Estep 
Score: -24289944.000000 Penalty: 6053.075195
	Iteration 77Q: 3 clusters Score -2.428994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 195401 members 
Entering Unmasked Estep 
Score: -24289954.000000 Penalty: 6053.075195
	Iteration 78Q: 3 clusters Score -2.428995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 195413 members 
Entering Unmasked Estep 
Score: -24289940.000000 Penalty: 6053.075195
	Iteration 79Q: 3 clusters Score -2.428994e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 195431 members 
Entering Unmasked Estep 
Score: -24289964.000000 Penalty: 6053.075195
	Iteration 80F: 3 clusters Score -2.428996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 195440 members 
Entering Unmasked Estep 
Score: -24289962.000000 Penalty: 6053.075195
	Iteration 81Q: 3 clusters Score -2.428996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 195450 members 
Entering Unmasked Estep 
Score: -24289966.000000 Penalty: 6053.075195
	Iteration 82Q: 3 clusters Score -2.428997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 195456 members 
Entering Unmasked Estep 
Score: -24289962.000000 Penalty: 6053.075195
	Iteration 83Q: 3 clusters Score -2.428996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 195461 members 
Entering Unmasked Estep 
Score: -24289972.000000 Penalty: 6053.075195
	Iteration 84Q: 3 clusters Score -2.428997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 195468 members 
Entering Unmasked Estep 
Score: -24289948.000000 Penalty: 6053.075195
	Iteration 85Q: 3 clusters Score -2.428995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 195473 members 
Entering Unmasked Estep 
Score: -24289954.000000 Penalty: 6053.075195
	Iteration 86Q: 3 clusters Score -2.428995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 195476 members 
Entering Unmasked Estep 
Score: -24289968.000000 Penalty: 6053.075195
	Iteration 87Q: 3 clusters Score -2.428997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 195480 members 
Entering Unmasked Estep 
Score: -24289964.000000 Penalty: 6053.075195
	Iteration 88Q: 3 clusters Score -2.428996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 195486 members 
Entering Unmasked Estep 
Score: -24289958.000000 Penalty: 6053.075195
	Iteration 89Q: 3 clusters Score -2.428996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 195496 members 
Entering Unmasked Estep 
Score: -24289952.000000 Penalty: 6053.075195
	Iteration 90Q: 3 clusters Score -2.428995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 195503 members 
Entering Unmasked Estep 
Score: -24289972.000000 Penalty: 6053.075195
	Iteration 91Q: 3 clusters Score -2.428997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 195510 members 
Entering Unmasked Estep 
Score: -24289960.000000 Penalty: 6053.075195
	Iteration 92Q: 3 clusters Score -2.428996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 195516 members 
Entering Unmasked Estep 
Score: -24289948.000000 Penalty: 6053.075195
	Iteration 93Q: 3 clusters Score -2.428995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 195519 members 
Entering Unmasked Estep 
Score: -24289940.000000 Penalty: 6053.075195
	Iteration 94Q: 3 clusters Score -2.428994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 195522 members 
Entering Unmasked Estep 
Score: -24289936.000000 Penalty: 6053.075195
	Iteration 95Q: 3 clusters Score -2.428994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 195525 members 
Entering Unmasked Estep 
Score: -24289940.000000 Penalty: 6053.075195
	Iteration 96Q: 3 clusters Score -2.428994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 195529 members 
Entering Unmasked Estep 
Score: -24289934.000000 Penalty: 6053.075195
	Iteration 97Q: 3 clusters Score -2.428993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 195536 members 
Entering Unmasked Estep 
Score: -24289926.000000 Penalty: 6053.075195
	Iteration 98Q: 3 clusters Score -2.428993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 195540 members 
Entering Unmasked Estep 
Score: -24289942.000000 Penalty: 6053.075195
	Iteration 99Q: 3 clusters Score -2.428994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 195542 members 
Entering Unmasked Estep 
Score: -24289942.000000 Penalty: 6053.075195
	Iteration 100F: 3 clusters Score -2.428994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 195545 members 
Entering Unmasked Estep 
Score: -24289936.000000 Penalty: 6053.075195
	Iteration 101Q: 3 clusters Score -2.428994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 195550 members 
Entering Unmasked Estep 
Score: -24289946.000000 Penalty: 6053.075195
	Iteration 102Q: 3 clusters Score -2.428995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 195554 members 
Entering Unmasked Estep 
Score: -24289956.000000 Penalty: 6053.075195
	Iteration 103Q: 3 clusters Score -2.428996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 195557 members 
Entering Unmasked Estep 
Score: -24289948.000000 Penalty: 6053.075195
	Iteration 104Q: 3 clusters Score -2.428995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 195561 members 
Entering Unmasked Estep 
Score: -24289960.000000 Penalty: 6053.075195
	Iteration 105Q: 3 clusters Score -2.428996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 195570 members 
Entering Unmasked Estep 
Score: -24289952.000000 Penalty: 6053.075195
	Iteration 106Q: 3 clusters Score -2.428995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 195577 members 
Entering Unmasked Estep 
Score: -24289936.000000 Penalty: 6053.075195
	Iteration 107Q: 3 clusters Score -2.428994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 195586 members 
Entering Unmasked Estep 
Score: -24289950.000000 Penalty: 6053.075195
	Iteration 108Q: 3 clusters Score -2.428995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 195589 members 
Entering Unmasked Estep 
Score: -24289954.000000 Penalty: 6053.075195
	Iteration 109Q: 3 clusters Score -2.428995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 195592 members 
Entering Unmasked Estep 
Score: -24289952.000000 Penalty: 6053.075195
	Iteration 110Q: 3 clusters Score -2.428995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 195596 members 
Entering Unmasked Estep 
Score: -24289948.000000 Penalty: 6053.075195
	Iteration 111Q: 3 clusters Score -2.428995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 195601 members 
Entering Unmasked Estep 
Score: -24289960.000000 Penalty: 6053.075195
	Iteration 112Q: 3 clusters Score -2.428996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 195607 members 
Entering Unmasked Estep 
Score: -24289972.000000 Penalty: 6053.075195
	Iteration 113Q: 3 clusters Score -2.428997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 195610 members 
Entering Unmasked Estep 
Score: -24289988.000000 Penalty: 6053.075195
	Iteration 114Q: 3 clusters Score -2.428999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 195613 members 
Entering Unmasked Estep 
Score: -24289992.000000 Penalty: 6053.075195
	Iteration 115Q: 3 clusters Score -2.428999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 195617 members 
Entering Unmasked Estep 
Score: -24289982.000000 Penalty: 6053.075195
	Iteration 116Q: 3 clusters Score -2.428998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 195618 members 
Entering Unmasked Estep 
Score: -24289976.000000 Penalty: 6053.075195
	Iteration 117Q: 3 clusters Score -2.428998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 195622 members 
Entering Unmasked Estep 
Score: -24289972.000000 Penalty: 6053.075195
	Iteration 118Q: 3 clusters Score -2.428997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 195623 members 
Entering Unmasked Estep 
Score: -24289978.000000 Penalty: 6053.075195
	Iteration 119Q: 3 clusters Score -2.428998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 195626 members 
Entering Unmasked Estep 
Score: -24289994.000000 Penalty: 6053.075195
	Iteration 120F: 3 clusters Score -2.428999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 195632 members 
Entering Unmasked Estep 
Score: -24289988.000000 Penalty: 6053.075195
	Iteration 121Q: 3 clusters Score -2.428999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 195636 members 
Entering Unmasked Estep 
Score: -24289986.000000 Penalty: 6053.075195
	Iteration 122Q: 3 clusters Score -2.428999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 195640 members 
Entering Unmasked Estep 
Score: -24290002.000000 Penalty: 6053.075195
	Iteration 123Q: 3 clusters Score -2.429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 195642 members 
Entering Unmasked Estep 
Score: -24290000.000000 Penalty: 6053.075195
	Iteration 124Q: 3 clusters Score -2.429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 195644 members 
Entering Unmasked Estep 
Score: -24289998.000000 Penalty: 6053.075195
	Iteration 125Q: 3 clusters Score -2.429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 195647 members 
Entering Unmasked Estep 
Score: -24289986.000000 Penalty: 6053.075195
	Iteration 126Q: 3 clusters Score -2.428999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 195648 members 
Entering Unmasked Estep 
Score: -24289992.000000 Penalty: 6053.075195
	Iteration 127Q: 3 clusters Score -2.428999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 195649 members 
Entering Unmasked Estep 
Score: -24289986.000000 Penalty: 6053.075195
	Iteration 128Q: 3 clusters Score -2.428999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 195649 members 
Entering Unmasked Estep 
Score: -24289986.000000 Penalty: 6053.075195
	Iteration 129F: 3 clusters Score -2.428999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -501578.531250 Penalty: 2080.842773
	Iteration 0F: 2 clusters Score -501578.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -497482.500000 Penalty: 4161.685547
	Iteration 0F: 3 clusters Score -497482.5 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -498415.437500 Penalty: 4161.685547
	Iteration 1F: 3 clusters Score -498415.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -498632.781250 Penalty: 4161.685547
	Iteration 2F: 3 clusters Score -498632.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -498795.500000 Penalty: 4161.685547
	Iteration 3F: 3 clusters Score -498795.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -498912.812500 Penalty: 4161.685547
	Iteration 4Q: 3 clusters Score -498912.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -498996.812500 Penalty: 4161.685547
	Iteration 5Q: 3 clusters Score -498996.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -499055.781250 Penalty: 4161.685547
	Iteration 6Q: 3 clusters Score -499055.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -499109.406250 Penalty: 4161.685547
	Iteration 7Q: 3 clusters Score -499109.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -499147.781250 Penalty: 4161.685547
	Iteration 8Q: 3 clusters Score -499147.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -499187.968750 Penalty: 4161.685547
	Iteration 9Q: 3 clusters Score -499188 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -499231.468750 Penalty: 4161.685547
	Iteration 10Q: 3 clusters Score -499231.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -499264.187500 Penalty: 4161.685547
	Iteration 11Q: 3 clusters Score -499264.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -499297.718750 Penalty: 4161.685547
	Iteration 12Q: 3 clusters Score -499297.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -499328.468750 Penalty: 4161.685547
	Iteration 13Q: 3 clusters Score -499328.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -499346.093750 Penalty: 4161.685547
	Iteration 14Q: 3 clusters Score -499346.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -499370.875000 Penalty: 4161.685547
	Iteration 15Q: 3 clusters Score -499370.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -499393.468750 Penalty: 4161.685547
	Iteration 16Q: 3 clusters Score -499393.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -499420.843750 Penalty: 4161.685547
	Iteration 17Q: 3 clusters Score -499420.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -499440.031250 Penalty: 4161.685547
	Iteration 18Q: 3 clusters Score -499440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -499453.406250 Penalty: 4161.685547
	Iteration 19Q: 3 clusters Score -499453.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -499467.968750 Penalty: 4161.685547
	Iteration 20F: 3 clusters Score -499468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -499494.218750 Penalty: 4161.685547
	Iteration 21Q: 3 clusters Score -499494.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -499516.031250 Penalty: 4161.685547
	Iteration 22Q: 3 clusters Score -499516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -499533.218750 Penalty: 4161.685547
	Iteration 23Q: 3 clusters Score -499533.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -499552.031250 Penalty: 4161.685547
	Iteration 24Q: 3 clusters Score -499552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -499567.062500 Penalty: 4161.685547
	Iteration 25Q: 3 clusters Score -499567.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -499582.218750 Penalty: 4161.685547
	Iteration 26Q: 3 clusters Score -499582.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -499594.781250 Penalty: 4161.685547
	Iteration 27Q: 3 clusters Score -499594.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -499602.812500 Penalty: 4161.685547
	Iteration 28Q: 3 clusters Score -499602.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -499611.593750 Penalty: 4161.685547
	Iteration 29Q: 3 clusters Score -499611.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -499617.218750 Penalty: 4161.685547
	Iteration 30Q: 3 clusters Score -499617.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -499621.937500 Penalty: 4161.685547
	Iteration 31Q: 3 clusters Score -499621.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -499626.250000 Penalty: 4161.685547
	Iteration 32Q: 3 clusters Score -499626.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -499634.031250 Penalty: 4161.685547
	Iteration 33Q: 3 clusters Score -499634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -499642.375000 Penalty: 4161.685547
	Iteration 34Q: 3 clusters Score -499642.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -499646.187500 Penalty: 4161.685547
	Iteration 35Q: 3 clusters Score -499646.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -499650.000000 Penalty: 4161.685547
	Iteration 36Q: 3 clusters Score -499650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -499656.843750 Penalty: 4161.685547
	Iteration 37Q: 3 clusters Score -499656.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -499664.656250 Penalty: 4161.685547
	Iteration 38Q: 3 clusters Score -499664.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -499670.531250 Penalty: 4161.685547
	Iteration 39Q: 3 clusters Score -499670.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -499672.406250 Penalty: 4161.685547
	Iteration 40F: 3 clusters Score -499672.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -499675.062500 Penalty: 4161.685547
	Iteration 41Q: 3 clusters Score -499675.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -499676.500000 Penalty: 4161.685547
	Iteration 42Q: 3 clusters Score -499676.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -499677.781250 Penalty: 4161.685547
	Iteration 43Q: 3 clusters Score -499677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -499679.687500 Penalty: 4161.685547
	Iteration 44Q: 3 clusters Score -499679.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -499682.312500 Penalty: 4161.685547
	Iteration 45Q: 3 clusters Score -499682.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -499683.968750 Penalty: 4161.685547
	Iteration 46Q: 3 clusters Score -499684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -499684.375000 Penalty: 4161.685547
	Iteration 47Q: 3 clusters Score -499684.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -499686.218750 Penalty: 4161.685547
	Iteration 48Q: 3 clusters Score -499686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -499686.500000 Penalty: 4161.685547
	Iteration 49Q: 3 clusters Score -499686.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -499687.531250 Penalty: 4161.685547
	Iteration 50Q: 3 clusters Score -499687.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -499687.750000 Penalty: 4161.685547
	Iteration 51Q: 3 clusters Score -499687.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -499688.125000 Penalty: 4161.685547
	Iteration 52Q: 3 clusters Score -499688.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -499689.593750 Penalty: 4161.685547
	Iteration 53Q: 3 clusters Score -499689.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -499692.062500 Penalty: 4161.685547
	Iteration 54Q: 3 clusters Score -499692.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -499693.812500 Penalty: 4161.685547
	Iteration 55Q: 3 clusters Score -499693.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -499694.687500 Penalty: 4161.685547
	Iteration 56Q: 3 clusters Score -499694.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -499695.187500 Penalty: 4161.685547
	Iteration 57Q: 3 clusters Score -499695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -499697.125000 Penalty: 4161.685547
	Iteration 58Q: 3 clusters Score -499697.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -499697.718750 Penalty: 4161.685547
	Iteration 59Q: 3 clusters Score -499697.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -499698.250000 Penalty: 4161.685547
	Iteration 60F: 3 clusters Score -499698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -499699.156250 Penalty: 4161.685547
	Iteration 61Q: 3 clusters Score -499699.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -499700.000000 Penalty: 4161.685547
	Iteration 62Q: 3 clusters Score -499700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -499700.000000 Penalty: 4161.685547
	Iteration 63F: 3 clusters Score -499700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Entering Unmasked Estep 
Score: -1618083.875000 Penalty: 2351.509521
	Iteration 0F: 2 clusters Score -1618084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1608475.250000 Penalty: 4703.019043
	Iteration 0F: 3 clusters Score -1608475 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1611474.750000 Penalty: 4703.019043
	Iteration 1F: 3 clusters Score -1611475 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1611754.875000 Penalty: 4703.019043
	Iteration 2F: 3 clusters Score -1611755 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1611961.750000 Penalty: 4703.019043
	Iteration 3Q: 3 clusters Score -1611962 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1612106.875000 Penalty: 4703.019043
	Iteration 4Q: 3 clusters Score -1612107 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1612237.125000 Penalty: 4703.019043
	Iteration 5Q: 3 clusters Score -1612237 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1612361.375000 Penalty: 4703.019043
	Iteration 6Q: 3 clusters Score -1612361 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1612489.625000 Penalty: 4703.019043
	Iteration 7Q: 3 clusters Score -1612490 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1612610.875000 Penalty: 4703.019043
	Iteration 8Q: 3 clusters Score -1612611 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1612782.625000 Penalty: 4703.019043
	Iteration 9Q: 3 clusters Score -1612783 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1612994.625000 Penalty: 4703.019043
	Iteration 10Q: 3 clusters Score -1612995 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1613286.000000 Penalty: 4703.019043
	Iteration 11Q: 3 clusters Score -1613286 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1613712.625000 Penalty: 4703.019043
	Iteration 12Q: 3 clusters Score -1613713 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1614276.375000 Penalty: 4703.019043
	Iteration 13F: 3 clusters Score -1614276 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1614811.125000 Penalty: 4703.019043
	Iteration 14Q: 3 clusters Score -1614811 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1615248.125000 Penalty: 4703.019043
	Iteration 15Q: 3 clusters Score -1615248 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1615593.750000 Penalty: 4703.019043
	Iteration 16Q: 3 clusters Score -1615594 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1615806.000000 Penalty: 4703.019043
	Iteration 17Q: 3 clusters Score -1615806 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1615920.375000 Penalty: 4703.019043
	Iteration 18Q: 3 clusters Score -1615920 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1615983.625000 Penalty: 4703.019043
	Iteration 19Q: 3 clusters Score -1615984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1616020.125000 Penalty: 4703.019043
	Iteration 20F: 3 clusters Score -1616020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1616044.000000 Penalty: 4703.019043
	Iteration 21Q: 3 clusters Score -1616044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1616059.250000 Penalty: 4703.019043
	Iteration 22Q: 3 clusters Score -1616059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1616080.375000 Penalty: 4703.019043
	Iteration 23Q: 3 clusters Score -1616080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1616089.375000 Penalty: 4703.019043
	Iteration 24Q: 3 clusters Score -1616089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1616096.125000 Penalty: 4703.019043
	Iteration 25Q: 3 clusters Score -1616096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1616100.500000 Penalty: 4703.019043
	Iteration 26Q: 3 clusters Score -1616100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1616108.000000 Penalty: 4703.019043
	Iteration 27Q: 3 clusters Score -1616108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1616114.500000 Penalty: 4703.019043
	Iteration 28Q: 3 clusters Score -1616114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1616118.125000 Penalty: 4703.019043
	Iteration 29Q: 3 clusters Score -1616118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1616122.000000 Penalty: 4703.019043
	Iteration 30Q: 3 clusters Score -1616122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1616123.250000 Penalty: 4703.019043
	Iteration 31Q: 3 clusters Score -1616123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1616130.375000 Penalty: 4703.019043
	Iteration 32Q: 3 clusters Score -1616130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1616129.125000 Penalty: 4703.019043
	Iteration 33Q: 3 clusters Score -1616129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1616129.500000 Penalty: 4703.019043
	Iteration 34Q: 3 clusters Score -1616130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1616130.250000 Penalty: 4703.019043
	Iteration 35Q: 3 clusters Score -1616130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1616129.750000 Penalty: 4703.019043
	Iteration 36Q: 3 clusters Score -1616130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1616129.625000 Penalty: 4703.019043
	Iteration 37Q: 3 clusters Score -1616130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1616131.125000 Penalty: 4703.019043
	Iteration 38Q: 3 clusters Score -1616131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1616135.500000 Penalty: 4703.019043
	Iteration 39Q: 3 clusters Score -1616136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1616137.125000 Penalty: 4703.019043
	Iteration 40F: 3 clusters Score -1616137 nChanged 0
--- Evaluating fit on full set of 2621091 points ---
Entering Unmasked Estep 
Score: -314308032.000000 Penalty: 65973.906250
24->19 Clusters: Score -314308032.000000, best is -316054880.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 873697 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 36288 members 
Mstep: Class 3 contains 36057 members 
Mstep: Class 4 contains 36338 members 
Mstep: Class 5 contains 36424 members 
Mstep: Class 6 contains 36514 members 
Mstep: Class 7 contains 36449 members 
Mstep: Class 8 contains 36365 members 
Mstep: Class 9 contains 36287 members 
Mstep: Class 10 contains 36510 members 
Mstep: Class 11 contains 36549 members 
Mstep: Class 12 contains 36508 members 
Mstep: Class 13 contains 36556 members 
Mstep: Class 14 contains 36635 members 
Mstep: Class 15 contains 36393 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 36541 members 
Mstep: Class 18 contains 36393 members 
Mstep: Class 19 contains 36070 members 
Mstep: Class 20 contains 36569 members 
Mstep: Class 21 contains 36382 members 
Mstep: Class 22 contains 36406 members 
Mstep: Class 23 contains 36299 members 
Mstep: Class 24 contains 36565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 561.910400 but Gain 3392.757812
Score: -99444064.000000 Penalty: 78033.507812
Iteration 0F: 24 clusters Score -9.944406e+07 nChanged 834786
Entering Unmasked Mstep 
Mstep: Class 0 contains 2824 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 3 contains 22056 members 
Mstep: Class 4 contains 64185 members 
Mstep: Class 5 contains 76667 members 
Mstep: Class 6 contains 34825 members 
Mstep: Class 7 contains 16374 members 
Mstep: Class 8 contains 7268 members 
Mstep: Class 9 contains 1438 members 
Mstep: Class 10 contains 71166 members 
Mstep: Class 11 contains 15688 members 
Mstep: Class 12 contains 7349 members 
Mstep: Class 13 contains 25249 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 27480 members 
Mstep: Class 17 contains 164605 members 
Mstep: Class 18 contains 18775 members 
Mstep: Class 19 contains 7934 members 
Mstep: Class 20 contains 19454 members 
Mstep: Class 21 contains 8297 members 
Mstep: Class 22 contains 17481 members 
Mstep: Class 23 contains 178635 members 
Mstep: Class 24 contains 47805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3219.376221 but Gain 3392.765625
Score: -103078272.000000 Penalty: 74640.742188
Iteration 1F: 23 clusters Score -1.030783e+08 nChanged 277498
Entering Unmasked Mstep 
Mstep: Class 0 contains 1729 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 3 contains 8981 members 
Mstep: Class 4 contains 60559 members 
Mstep: Class 5 contains 72740 members 
Mstep: Class 6 contains 27429 members 
Mstep: Class 7 contains 4837 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 3611 members 
Mstep: Class 10 contains 76036 members 
Mstep: Class 11 contains 8048 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 16107 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 16 contains 22257 members 
Mstep: Class 17 contains 232302 members 
Mstep: Class 18 contains 9725 members 
Mstep: Class 19 contains 2595 members 
Mstep: Class 20 contains 11266 members 
Mstep: Class 21 contains 4674 members 
Mstep: Class 22 contains 11831 members 
Mstep: Class 23 contains 234790 members 
Mstep: Class 24 contains 45357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1913.571167 but Gain 3392.757812
Score: -103611696.000000 Penalty: 71247.984375
Iteration 2F: 22 clusters Score -1.036117e+08 nChanged 163948
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 3 contains 6137 members 
Mstep: Class 4 contains 48732 members 
Mstep: Class 5 contains 58205 members 
Mstep: Class 6 contains 18185 members 
Mstep: Class 7 contains 2000 members 
Mstep: Class 8 contains 2348 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 67967 members 
Mstep: Class 11 contains 3558 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 8718 members 
Mstep: Class 16 contains 15541 members 
Mstep: Class 17 contains 275490 members 
Mstep: Class 18 contains 4705 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 7549 members 
Mstep: Class 21 contains 2494 members 
Mstep: Class 22 contains 8836 members 
Mstep: Class 23 contains 271639 members 
Mstep: Class 24 contains 56390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1267.761230 but Gain 3392.757812
Score: -103779208.000000 Penalty: 67855.226562
Iteration 3F: 21 clusters Score -1.037792e+08 nChanged 117437
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 3 contains 5760 members 
Mstep: Class 4 contains 36005 members 
Mstep: Class 5 contains 44014 members 
Mstep: Class 6 contains 12297 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 2128 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 58653 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 4547 members 
Mstep: Class 16 contains 11014 members 
Mstep: Class 17 contains 304706 members 
Mstep: Class 18 contains 2467 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 5920 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 6969 members 
Mstep: Class 23 contains 297303 members 
Mstep: Class 24 contains 67534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 894.571533 but Gain 3392.765625
Score: -103863776.000000 Penalty: 64462.460938
Iteration 4F: 20 clusters Score -1.038638e+08 nChanged 93863
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 3 contains 6241 members 
Mstep: Class 4 contains 24627 members 
Mstep: Class 5 contains 32348 members 
Mstep: Class 6 contains 9336 members 
Mstep: Class 7 contains 903 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 3481 members 
Mstep: Class 10 contains 51735 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 16 contains 8741 members 
Mstep: Class 17 contains 321616 members 
Mstep: Class 18 contains 1495 members 
Mstep: Class 19 contains 3808 members 
Mstep: Class 20 contains 5250 members 
Mstep: Class 22 contains 6250 members 
Mstep: Class 23 contains 316215 members 
Mstep: Class 24 contains 74352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1170.344116 but Gain 3392.761719
Score: -103921824.000000 Penalty: 61069.699219
Iteration 5F: 19 clusters Score -1.039218e+08 nChanged 83180
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 3 contains 7288 members 
Mstep: Class 4 contains 15924 members 
Mstep: Class 5 contains 23181 members 
Mstep: Class 6 contains 8212 members 
Mstep: Class 7 contains 698 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 3279 members 
Mstep: Class 10 contains 47321 members 
Mstep: Class 12 contains 1235 members 
Mstep: Class 13 contains 1433 members 
Mstep: Class 16 contains 7892 members 
Mstep: Class 17 contains 325870 members 
Mstep: Class 19 contains 3973 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 22 contains 6421 members 
Mstep: Class 23 contains 334122 members 
Mstep: Class 24 contains 78943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1146.903076 but Gain 3392.757812
Score: -103969928.000000 Penalty: 57676.941406
Iteration 6F: 18 clusters Score -1.039699e+08 nChanged 77245
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 3 contains 9113 members 
Mstep: Class 4 contains 10085 members 
Mstep: Class 5 contains 16653 members 
Mstep: Class 6 contains 8454 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 1632 members 
Mstep: Class 9 contains 3038 members 
Mstep: Class 10 contains 45582 members 
Mstep: Class 12 contains 1539 members 
Mstep: Class 16 contains 7913 members 
Mstep: Class 17 contains 321276 members 
Mstep: Class 19 contains 4065 members 
Mstep: Class 20 contains 4621 members 
Mstep: Class 22 contains 7167 members 
Mstep: Class 23 contains 349172 members 
Mstep: Class 24 contains 81817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1113.464478 but Gain 3392.761719
Score: -104019192.000000 Penalty: 54284.179688
Iteration 7F: 17 clusters Score -1.040192e+08 nChanged 74056
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 11716 members 
Mstep: Class 4 contains 6534 members 
Mstep: Class 5 contains 12160 members 
Mstep: Class 6 contains 9480 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 2812 members 
Mstep: Class 10 contains 45551 members 
Mstep: Class 12 contains 1822 members 
Mstep: Class 16 contains 8052 members 
Mstep: Class 17 contains 317206 members 
Mstep: Class 19 contains 4193 members 
Mstep: Class 20 contains 4490 members 
Mstep: Class 22 contains 7723 members 
Mstep: Class 23 contains 356663 members 
Mstep: Class 24 contains 83176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104064744.000000 Penalty: 54284.179688
Iteration 8F: 17 clusters Score -1.040647e+08 nChanged 67433
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 3 contains 14673 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 8951 members 
Mstep: Class 6 contains 10620 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 1580 members 
Mstep: Class 9 contains 2604 members 
Mstep: Class 10 contains 46392 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 16 contains 8189 members 
Mstep: Class 17 contains 316865 members 
Mstep: Class 19 contains 4260 members 
Mstep: Class 20 contains 4387 members 
Mstep: Class 22 contains 8002 members 
Mstep: Class 23 contains 357289 members 
Mstep: Class 24 contains 82974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3084.751221 but Gain 3392.761719
Score: -104105224.000000 Penalty: 50891.417969
Iteration 9F: 16 clusters Score -1.041052e+08 nChanged 61441
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 3 contains 17714 members 
Mstep: Class 5 contains 6718 members 
Mstep: Class 6 contains 11747 members 
Mstep: Class 7 contains 388 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 2455 members 
Mstep: Class 10 contains 47716 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 16 contains 8343 members 
Mstep: Class 17 contains 318800 members 
Mstep: Class 19 contains 4318 members 
Mstep: Class 20 contains 4337 members 
Mstep: Class 22 contains 8190 members 
Mstep: Class 23 contains 356987 members 
Mstep: Class 24 contains 82180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104137336.000000 Penalty: 50891.417969
Iteration 10F: 16 clusters Score -1.041373e+08 nChanged 46486
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 3 contains 20729 members 
Mstep: Class 5 contains 5095 members 
Mstep: Class 6 contains 12911 members 
Mstep: Class 7 contains 371 members 
Mstep: Class 8 contains 1570 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 49359 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 16 contains 8461 members 
Mstep: Class 17 contains 318961 members 
Mstep: Class 19 contains 4356 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 22 contains 8247 members 
Mstep: Class 23 contains 354318 members 
Mstep: Class 24 contains 80347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156232.000000 Penalty: 50891.417969
Iteration 11F: 16 clusters Score -1.041562e+08 nChanged 34363
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 23598 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 14059 members 
Mstep: Class 7 contains 355 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 10 contains 51401 members 
Mstep: Class 12 contains 2370 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 317731 members 
Mstep: Class 19 contains 4372 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 22 contains 8512 members 
Mstep: Class 23 contains 351990 members 
Mstep: Class 24 contains 78499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167848.000000 Penalty: 50891.417969
Iteration 12Q: 16 clusters Score -1.041678e+08 nChanged 25571
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 26312 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 15092 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 1549 members 
Mstep: Class 9 contains 2195 members 
Mstep: Class 10 contains 53744 members 
Mstep: Class 12 contains 2468 members 
Mstep: Class 16 contains 8862 members 
Mstep: Class 17 contains 315356 members 
Mstep: Class 19 contains 4383 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 22 contains 9001 members 
Mstep: Class 23 contains 349982 members 
Mstep: Class 24 contains 76802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3173.181396 but Gain 3392.761719
Score: -104176272.000000 Penalty: 47498.656250
Iteration 13Q: 15 clusters Score -1.041763e+08 nChanged 23587
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 29145 members 
Mstep: Class 6 contains 16082 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 1538 members 
Mstep: Class 9 contains 2134 members 
Mstep: Class 10 contains 56572 members 
Mstep: Class 12 contains 2555 members 
Mstep: Class 16 contains 9183 members 
Mstep: Class 17 contains 312902 members 
Mstep: Class 19 contains 4373 members 
Mstep: Class 20 contains 4289 members 
Mstep: Class 22 contains 9628 members 
Mstep: Class 23 contains 349351 members 
Mstep: Class 24 contains 75578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104185584.000000 Penalty: 47498.656250
Iteration 14Q: 15 clusters Score -1.041856e+08 nChanged 18267
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 31871 members 
Mstep: Class 6 contains 17009 members 
Mstep: Class 7 contains 337 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 10 contains 59207 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 16 contains 9492 members 
Mstep: Class 17 contains 309419 members 
Mstep: Class 19 contains 4379 members 
Mstep: Class 20 contains 4290 members 
Mstep: Class 22 contains 10393 members 
Mstep: Class 23 contains 346868 members 
Mstep: Class 24 contains 74183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104191576.000000 Penalty: 47498.656250
Iteration 15Q: 15 clusters Score -1.041916e+08 nChanged 17370
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 34495 members 
Mstep: Class 6 contains 17956 members 
Mstep: Class 7 contains 337 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 62066 members 
Mstep: Class 12 contains 2634 members 
Mstep: Class 16 contains 9779 members 
Mstep: Class 17 contains 305382 members 
Mstep: Class 19 contains 4393 members 
Mstep: Class 20 contains 4288 members 
Mstep: Class 22 contains 11223 members 
Mstep: Class 23 contains 344559 members 
Mstep: Class 24 contains 72974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104196824.000000 Penalty: 47498.656250
Iteration 16Q: 15 clusters Score -1.041968e+08 nChanged 16800
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 37010 members 
Mstep: Class 6 contains 18919 members 
Mstep: Class 7 contains 338 members 
Mstep: Class 8 contains 1526 members 
Mstep: Class 9 contains 2048 members 
Mstep: Class 10 contains 65095 members 
Mstep: Class 12 contains 2644 members 
Mstep: Class 16 contains 10051 members 
Mstep: Class 17 contains 300876 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 4292 members 
Mstep: Class 22 contains 12049 members 
Mstep: Class 23 contains 342483 members 
Mstep: Class 24 contains 71942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104201512.000000 Penalty: 47498.656250
Iteration 17Q: 15 clusters Score -1.042015e+08 nChanged 16551
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 39448 members 
Mstep: Class 6 contains 19903 members 
Mstep: Class 7 contains 338 members 
Mstep: Class 8 contains 1526 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 68162 members 
Mstep: Class 12 contains 2655 members 
Mstep: Class 16 contains 10310 members 
Mstep: Class 17 contains 296299 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 22 contains 12907 members 
Mstep: Class 23 contains 340347 members 
Mstep: Class 24 contains 71049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104206240.000000 Penalty: 47498.656250
Iteration 18Q: 15 clusters Score -1.042062e+08 nChanged 16106
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 41768 members 
Mstep: Class 6 contains 20923 members 
Mstep: Class 7 contains 337 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 2048 members 
Mstep: Class 10 contains 71204 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 16 contains 10577 members 
Mstep: Class 17 contains 291909 members 
Mstep: Class 19 contains 4395 members 
Mstep: Class 20 contains 4288 members 
Mstep: Class 22 contains 13741 members 
Mstep: Class 23 contains 338047 members 
Mstep: Class 24 contains 70247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104211240.000000 Penalty: 47498.656250
Iteration 19Q: 15 clusters Score -1.042112e+08 nChanged 15542
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 43993 members 
Mstep: Class 6 contains 21867 members 
Mstep: Class 7 contains 337 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 2060 members 
Mstep: Class 10 contains 74231 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 16 contains 10791 members 
Mstep: Class 17 contains 287566 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 4292 members 
Mstep: Class 22 contains 14645 members 
Mstep: Class 23 contains 335822 members 
Mstep: Class 24 contains 69492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104214624.000000 Penalty: 47498.656250
Iteration 20F: 15 clusters Score -1.042146e+08 nChanged 15236
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 46071 members 
Mstep: Class 6 contains 22900 members 
Mstep: Class 7 contains 336 members 
Mstep: Class 8 contains 1524 members 
Mstep: Class 9 contains 2054 members 
Mstep: Class 10 contains 77281 members 
Mstep: Class 12 contains 2676 members 
Mstep: Class 16 contains 10960 members 
Mstep: Class 17 contains 283294 members 
Mstep: Class 19 contains 4381 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 22 contains 15555 members 
Mstep: Class 23 contains 333508 members 
Mstep: Class 24 contains 68832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104218616.000000 Penalty: 47498.656250
Iteration 21Q: 15 clusters Score -1.042186e+08 nChanged 14851
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 48100 members 
Mstep: Class 6 contains 23931 members 
Mstep: Class 7 contains 337 members 
Mstep: Class 8 contains 1524 members 
Mstep: Class 9 contains 2047 members 
Mstep: Class 10 contains 80324 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 16 contains 11101 members 
Mstep: Class 17 contains 278960 members 
Mstep: Class 19 contains 4381 members 
Mstep: Class 20 contains 4303 members 
Mstep: Class 22 contains 16431 members 
Mstep: Class 23 contains 331352 members 
Mstep: Class 24 contains 68191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104222944.000000 Penalty: 47498.656250
Iteration 22Q: 15 clusters Score -1.042229e+08 nChanged 14115
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 50055 members 
Mstep: Class 6 contains 24953 members 
Mstep: Class 7 contains 336 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 83470 members 
Mstep: Class 12 contains 2699 members 
Mstep: Class 16 contains 11231 members 
Mstep: Class 17 contains 274757 members 
Mstep: Class 19 contains 4379 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 22 contains 17285 members 
Mstep: Class 23 contains 329019 members 
Mstep: Class 24 contains 67620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104226504.000000 Penalty: 47498.656250
Iteration 23Q: 15 clusters Score -1.042265e+08 nChanged 13591
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 51930 members 
Mstep: Class 6 contains 25949 members 
Mstep: Class 7 contains 335 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 2040 members 
Mstep: Class 10 contains 86722 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 16 contains 11366 members 
Mstep: Class 17 contains 270560 members 
Mstep: Class 19 contains 4382 members 
Mstep: Class 20 contains 4300 members 
Mstep: Class 22 contains 18165 members 
Mstep: Class 23 contains 326621 members 
Mstep: Class 24 contains 67074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104229496.000000 Penalty: 47498.656250
Iteration 24Q: 15 clusters Score -1.042295e+08 nChanged 13246
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 53723 members 
Mstep: Class 6 contains 26994 members 
Mstep: Class 7 contains 335 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 90052 members 
Mstep: Class 12 contains 2712 members 
Mstep: Class 16 contains 11479 members 
Mstep: Class 17 contains 266225 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 4303 members 
Mstep: Class 22 contains 19092 members 
Mstep: Class 23 contains 324190 members 
Mstep: Class 24 contains 66622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104232728.000000 Penalty: 47498.656250
Iteration 25Q: 15 clusters Score -1.042327e+08 nChanged 13160
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 55361 members 
Mstep: Class 6 contains 28086 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 1515 members 
Mstep: Class 9 contains 2035 members 
Mstep: Class 10 contains 93429 members 
Mstep: Class 12 contains 2716 members 
Mstep: Class 16 contains 11593 members 
Mstep: Class 17 contains 261813 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 22 contains 19978 members 
Mstep: Class 23 contains 321934 members 
Mstep: Class 24 contains 66177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104236248.000000 Penalty: 47498.656250
Iteration 26Q: 15 clusters Score -1.042362e+08 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 56902 members 
Mstep: Class 6 contains 29170 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 2031 members 
Mstep: Class 10 contains 96872 members 
Mstep: Class 12 contains 2719 members 
Mstep: Class 16 contains 11681 members 
Mstep: Class 17 contains 257233 members 
Mstep: Class 19 contains 4393 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 22 contains 20831 members 
Mstep: Class 23 contains 319915 members 
Mstep: Class 24 contains 65768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104238432.000000 Penalty: 47498.656250
Iteration 27Q: 15 clusters Score -1.042384e+08 nChanged 12917
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 58378 members 
Mstep: Class 6 contains 30370 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 100148 members 
Mstep: Class 12 contains 2719 members 
Mstep: Class 16 contains 11749 members 
Mstep: Class 17 contains 252653 members 
Mstep: Class 19 contains 4396 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 22 contains 21651 members 
Mstep: Class 23 contains 317993 members 
Mstep: Class 24 contains 65421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104241224.000000 Penalty: 47498.656250
Iteration 28Q: 15 clusters Score -1.042412e+08 nChanged 13177
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 59758 members 
Mstep: Class 6 contains 31615 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 103606 members 
Mstep: Class 12 contains 2720 members 
Mstep: Class 16 contains 11826 members 
Mstep: Class 17 contains 247953 members 
Mstep: Class 19 contains 4399 members 
Mstep: Class 20 contains 4319 members 
Mstep: Class 22 contains 22458 members 
Mstep: Class 23 contains 316072 members 
Mstep: Class 24 contains 65070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104243936.000000 Penalty: 47498.656250
Iteration 29Q: 15 clusters Score -1.042439e+08 nChanged 13005
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 61083 members 
Mstep: Class 6 contains 32877 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 107024 members 
Mstep: Class 12 contains 2718 members 
Mstep: Class 16 contains 11891 members 
Mstep: Class 17 contains 243599 members 
Mstep: Class 19 contains 4400 members 
Mstep: Class 20 contains 4324 members 
Mstep: Class 22 contains 23201 members 
Mstep: Class 23 contains 313930 members 
Mstep: Class 24 contains 64746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104246808.000000 Penalty: 47498.656250
Iteration 30Q: 15 clusters Score -1.042468e+08 nChanged 13096
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 62355 members 
Mstep: Class 6 contains 34119 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 2032 members 
Mstep: Class 10 contains 110430 members 
Mstep: Class 12 contains 2717 members 
Mstep: Class 16 contains 11928 members 
Mstep: Class 17 contains 239551 members 
Mstep: Class 19 contains 4404 members 
Mstep: Class 20 contains 4324 members 
Mstep: Class 22 contains 23873 members 
Mstep: Class 23 contains 311653 members 
Mstep: Class 24 contains 64436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104249328.000000 Penalty: 47498.656250
Iteration 31Q: 15 clusters Score -1.042493e+08 nChanged 13086
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 63584 members 
Mstep: Class 6 contains 35342 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 113973 members 
Mstep: Class 12 contains 2718 members 
Mstep: Class 16 contains 11949 members 
Mstep: Class 17 contains 235617 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 4326 members 
Mstep: Class 22 contains 24492 members 
Mstep: Class 23 contains 309243 members 
Mstep: Class 24 contains 64141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104251816.000000 Penalty: 47498.656250
Iteration 32Q: 15 clusters Score -1.042518e+08 nChanged 13082
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 64730 members 
Mstep: Class 6 contains 36665 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 117322 members 
Mstep: Class 12 contains 2716 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 232167 members 
Mstep: Class 19 contains 4402 members 
Mstep: Class 20 contains 4327 members 
Mstep: Class 22 contains 25168 members 
Mstep: Class 23 contains 306508 members 
Mstep: Class 24 contains 63842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104254000.000000 Penalty: 47498.656250
Iteration 33Q: 15 clusters Score -1.04254e+08 nChanged 13175
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 65818 members 
Mstep: Class 6 contains 38060 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 120496 members 
Mstep: Class 12 contains 2715 members 
Mstep: Class 16 contains 11891 members 
Mstep: Class 17 contains 228886 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 4325 members 
Mstep: Class 22 contains 25830 members 
Mstep: Class 23 contains 303757 members 
Mstep: Class 24 contains 63597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104255608.000000 Penalty: 47498.656250
Iteration 34Q: 15 clusters Score -1.042556e+08 nChanged 13100
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 66840 members 
Mstep: Class 6 contains 39457 members 
Mstep: Class 7 contains 335 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 123660 members 
Mstep: Class 12 contains 2716 members 
Mstep: Class 16 contains 11817 members 
Mstep: Class 17 contains 226044 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4331 members 
Mstep: Class 22 contains 26444 members 
Mstep: Class 23 contains 300742 members 
Mstep: Class 24 contains 63320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104258056.000000 Penalty: 47498.656250
Iteration 35Q: 15 clusters Score -1.042581e+08 nChanged 13146
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 67777 members 
Mstep: Class 6 contains 40889 members 
Mstep: Class 7 contains 335 members 
Mstep: Class 8 contains 1513 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 126470 members 
Mstep: Class 12 contains 2714 members 
Mstep: Class 16 contains 11786 members 
Mstep: Class 17 contains 223720 members 
Mstep: Class 19 contains 4418 members 
Mstep: Class 20 contains 4331 members 
Mstep: Class 22 contains 26963 members 
Mstep: Class 23 contains 297651 members 
Mstep: Class 24 contains 63066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104260216.000000 Penalty: 47498.656250
Iteration 36Q: 15 clusters Score -1.042602e+08 nChanged 13074
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 68754 members 
Mstep: Class 6 contains 42316 members 
Mstep: Class 7 contains 335 members 
Mstep: Class 8 contains 1513 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 129117 members 
Mstep: Class 12 contains 2715 members 
Mstep: Class 16 contains 11733 members 
Mstep: Class 17 contains 221918 members 
Mstep: Class 19 contains 4422 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 22 contains 27462 members 
Mstep: Class 23 contains 294241 members 
Mstep: Class 24 contains 62774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104262048.000000 Penalty: 47498.656250
Iteration 37Q: 15 clusters Score -1.04262e+08 nChanged 12925
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 69789 members 
Mstep: Class 6 contains 43746 members 
Mstep: Class 7 contains 337 members 
Mstep: Class 8 contains 1513 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 131478 members 
Mstep: Class 12 contains 2714 members 
Mstep: Class 16 contains 11699 members 
Mstep: Class 17 contains 220492 members 
Mstep: Class 19 contains 4419 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 22 contains 27932 members 
Mstep: Class 23 contains 290664 members 
Mstep: Class 24 contains 62516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104263968.000000 Penalty: 47498.656250
Iteration 38Q: 15 clusters Score -1.04264e+08 nChanged 12606
Entering ConstructFrom: 
Score: -104263968.000000 Penalty: 47498.656250
Entering ConstructFrom: 
Trying to split cluster 3 (70794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70794 members 
Entering Unmasked Estep 
Score: -8685163.000000 Penalty: 2769.547119
	Iteration 0F: 2 clusters Score -8685163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -8637730.000000 Penalty: 5539.094238
	Iteration 0F: 3 clusters Score -8637730 nChanged 33007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -8656304.000000 Penalty: 5539.094238
	Iteration 1F: 3 clusters Score -8656304 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -8656995.000000 Penalty: 5539.094238
	Iteration 2Q: 3 clusters Score -8656995 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -8657859.000000 Penalty: 5539.094238
	Iteration 3Q: 3 clusters Score -8657859 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -8659057.000000 Penalty: 5539.094238
	Iteration 4Q: 3 clusters Score -8659057 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -8660710.000000 Penalty: 5539.094238
	Iteration 5Q: 3 clusters Score -8660710 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -8663206.000000 Penalty: 5539.094238
	Iteration 6F: 3 clusters Score -8663206 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -8667344.000000 Penalty: 5539.094238
	Iteration 7F: 3 clusters Score -8667344 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -8672788.000000 Penalty: 5539.094238
	Iteration 8F: 3 clusters Score -8672788 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -8677804.000000 Penalty: 5539.094238
	Iteration 9F: 3 clusters Score -8677804 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -8679989.000000 Penalty: 5539.094238
	Iteration 10Q: 3 clusters Score -8679989 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -8680769.000000 Penalty: 5539.094238
	Iteration 11Q: 3 clusters Score -8680769 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -8681198.000000 Penalty: 5539.094238
	Iteration 12Q: 3 clusters Score -8681198 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -8681454.000000 Penalty: 5539.094238
	Iteration 13Q: 3 clusters Score -8681454 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 60363 members 
Entering Unmasked Estep 
Score: -8681661.000000 Penalty: 5539.094238
	Iteration 14Q: 3 clusters Score -8681661 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -8681870.000000 Penalty: 5539.094238
	Iteration 15Q: 3 clusters Score -8681870 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 61460 members 
Entering Unmasked Estep 
Score: -8682026.000000 Penalty: 5539.094238
	Iteration 16Q: 3 clusters Score -8682026 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -8682174.000000 Penalty: 5539.094238
	Iteration 17Q: 3 clusters Score -8682174 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -8682308.000000 Penalty: 5539.094238
	Iteration 18Q: 3 clusters Score -8682308 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -8682444.000000 Penalty: 5539.094238
	Iteration 19Q: 3 clusters Score -8682444 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -8682524.000000 Penalty: 5539.094238
	Iteration 20F: 3 clusters Score -8682524 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 63630 members 
Entering Unmasked Estep 
Score: -8682608.000000 Penalty: 5539.094238
	Iteration 21Q: 3 clusters Score -8682608 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -8682672.000000 Penalty: 5539.094238
	Iteration 22Q: 3 clusters Score -8682672 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 64243 members 
Entering Unmasked Estep 
Score: -8682733.000000 Penalty: 5539.094238
	Iteration 23Q: 3 clusters Score -8682733 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 64510 members 
Entering Unmasked Estep 
Score: -8682759.000000 Penalty: 5539.094238
	Iteration 24Q: 3 clusters Score -8682759 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -8682818.000000 Penalty: 5539.094238
	Iteration 25Q: 3 clusters Score -8682818 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -8682874.000000 Penalty: 5539.094238
	Iteration 26Q: 3 clusters Score -8682874 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 65194 members 
Entering Unmasked Estep 
Score: -8682890.000000 Penalty: 5539.094238
	Iteration 27Q: 3 clusters Score -8682890 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 65392 members 
Entering Unmasked Estep 
Score: -8682968.000000 Penalty: 5539.094238
	Iteration 28Q: 3 clusters Score -8682968 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 65565 members 
Entering Unmasked Estep 
Score: -8682992.000000 Penalty: 5539.094238
	Iteration 29Q: 3 clusters Score -8682992 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -8683039.000000 Penalty: 5539.094238
	Iteration 30Q: 3 clusters Score -8683039 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -8683106.000000 Penalty: 5539.094238
	Iteration 31Q: 3 clusters Score -8683106 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -8683121.000000 Penalty: 5539.094238
	Iteration 32Q: 3 clusters Score -8683121 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 66167 members 
Entering Unmasked Estep 
Score: -8683128.000000 Penalty: 5539.094238
	Iteration 33Q: 3 clusters Score -8683128 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -8683140.000000 Penalty: 5539.094238
	Iteration 34Q: 3 clusters Score -8683140 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -8683133.000000 Penalty: 5539.094238
	Iteration 35Q: 3 clusters Score -8683133 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 66493 members 
Entering Unmasked Estep 
Score: -8683124.000000 Penalty: 5539.094238
	Iteration 36Q: 3 clusters Score -8683124 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
Score: -8683149.000000 Penalty: 5539.094238
	Iteration 37Q: 3 clusters Score -8683149 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -8683166.000000 Penalty: 5539.094238
	Iteration 38Q: 3 clusters Score -8683166 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 66698 members 
Entering Unmasked Estep 
Score: -8683192.000000 Penalty: 5539.094238
	Iteration 39Q: 3 clusters Score -8683192 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 66768 members 
Entering Unmasked Estep 
Score: -8683211.000000 Penalty: 5539.094238
	Iteration 40F: 3 clusters Score -8683211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -8683213.000000 Penalty: 5539.094238
	Iteration 41Q: 3 clusters Score -8683213 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 66879 members 
Entering Unmasked Estep 
Score: -8683248.000000 Penalty: 5539.094238
	Iteration 42Q: 3 clusters Score -8683248 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -8683272.000000 Penalty: 5539.094238
	Iteration 43Q: 3 clusters Score -8683272 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 67015 members 
Entering Unmasked Estep 
Score: -8683266.000000 Penalty: 5539.094238
	Iteration 44Q: 3 clusters Score -8683266 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 67079 members 
Entering Unmasked Estep 
Score: -8683266.000000 Penalty: 5539.094238
	Iteration 45Q: 3 clusters Score -8683266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 67142 members 
Entering Unmasked Estep 
Score: -8683278.000000 Penalty: 5539.094238
	Iteration 46Q: 3 clusters Score -8683278 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 67211 members 
Entering Unmasked Estep 
Score: -8683303.000000 Penalty: 5539.094238
	Iteration 47Q: 3 clusters Score -8683303 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 67273 members 
Entering Unmasked Estep 
Score: -8683292.000000 Penalty: 5539.094238
	Iteration 48Q: 3 clusters Score -8683292 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
Score: -8683308.000000 Penalty: 5539.094238
	Iteration 49Q: 3 clusters Score -8683308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 67365 members 
Entering Unmasked Estep 
Score: -8683318.000000 Penalty: 5539.094238
	Iteration 50Q: 3 clusters Score -8683318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 67405 members 
Entering Unmasked Estep 
Score: -8683317.000000 Penalty: 5539.094238
	Iteration 51Q: 3 clusters Score -8683317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -8683312.000000 Penalty: 5539.094238
	Iteration 52Q: 3 clusters Score -8683312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 67496 members 
Entering Unmasked Estep 
Score: -8683324.000000 Penalty: 5539.094238
	Iteration 53Q: 3 clusters Score -8683324 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 67544 members 
Entering Unmasked Estep 
Score: -8683344.000000 Penalty: 5539.094238
	Iteration 54Q: 3 clusters Score -8683344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 67583 members 
Entering Unmasked Estep 
Score: -8683352.000000 Penalty: 5539.094238
	Iteration 55Q: 3 clusters Score -8683352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 67617 members 
Entering Unmasked Estep 
Score: -8683361.000000 Penalty: 5539.094238
	Iteration 56Q: 3 clusters Score -8683361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 67649 members 
Entering Unmasked Estep 
Score: -8683362.000000 Penalty: 5539.094238
	Iteration 57Q: 3 clusters Score -8683362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -8683367.000000 Penalty: 5539.094238
	Iteration 58Q: 3 clusters Score -8683367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -8683376.000000 Penalty: 5539.094238
	Iteration 59Q: 3 clusters Score -8683376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -8683381.000000 Penalty: 5539.094238
	Iteration 60F: 3 clusters Score -8683381 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -8683375.000000 Penalty: 5539.094238
	Iteration 61Q: 3 clusters Score -8683375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 67829 members 
Entering Unmasked Estep 
Score: -8683373.000000 Penalty: 5539.094238
	Iteration 62Q: 3 clusters Score -8683373 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 67861 members 
Entering Unmasked Estep 
Score: -8683381.000000 Penalty: 5539.094238
	Iteration 63Q: 3 clusters Score -8683381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 67887 members 
Entering Unmasked Estep 
Score: -8683392.000000 Penalty: 5539.094238
	Iteration 64Q: 3 clusters Score -8683392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 67909 members 
Entering Unmasked Estep 
Score: -8683401.000000 Penalty: 5539.094238
	Iteration 65Q: 3 clusters Score -8683401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -8683405.000000 Penalty: 5539.094238
	Iteration 66Q: 3 clusters Score -8683405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -8683407.000000 Penalty: 5539.094238
	Iteration 67Q: 3 clusters Score -8683407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -8683402.000000 Penalty: 5539.094238
	Iteration 68Q: 3 clusters Score -8683402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -8683403.000000 Penalty: 5539.094238
	Iteration 69Q: 3 clusters Score -8683403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -8683421.000000 Penalty: 5539.094238
	Iteration 70Q: 3 clusters Score -8683421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 68022 members 
Entering Unmasked Estep 
Score: -8683421.000000 Penalty: 5539.094238
	Iteration 71Q: 3 clusters Score -8683421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -8683426.000000 Penalty: 5539.094238
	Iteration 72Q: 3 clusters Score -8683426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 68071 members 
Entering Unmasked Estep 
Score: -8683433.000000 Penalty: 5539.094238
	Iteration 73Q: 3 clusters Score -8683433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 68086 members 
Entering Unmasked Estep 
Score: -8683424.000000 Penalty: 5539.094238
	Iteration 74Q: 3 clusters Score -8683424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 68101 members 
Entering Unmasked Estep 
Score: -8683441.000000 Penalty: 5539.094238
	Iteration 75Q: 3 clusters Score -8683441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 68116 members 
Entering Unmasked Estep 
Score: -8683441.000000 Penalty: 5539.094238
	Iteration 76Q: 3 clusters Score -8683441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 68126 members 
Entering Unmasked Estep 
Score: -8683433.000000 Penalty: 5539.094238
	Iteration 77Q: 3 clusters Score -8683433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -8683445.000000 Penalty: 5539.094238
	Iteration 78Q: 3 clusters Score -8683445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 68148 members 
Entering Unmasked Estep 
Score: -8683441.000000 Penalty: 5539.094238
	Iteration 79Q: 3 clusters Score -8683441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
Score: -8683438.000000 Penalty: 5539.094238
	Iteration 80F: 3 clusters Score -8683438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
Score: -8683434.000000 Penalty: 5539.094238
	Iteration 81Q: 3 clusters Score -8683434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
Score: -8683437.000000 Penalty: 5539.094238
	Iteration 82Q: 3 clusters Score -8683437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 68189 members 
Entering Unmasked Estep 
Score: -8683441.000000 Penalty: 5539.094238
	Iteration 83Q: 3 clusters Score -8683441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -8683443.000000 Penalty: 5539.094238
	Iteration 84Q: 3 clusters Score -8683443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 68200 members 
Entering Unmasked Estep 
Score: -8683443.000000 Penalty: 5539.094238
	Iteration 85Q: 3 clusters Score -8683443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 68206 members 
Entering Unmasked Estep 
Score: -8683439.000000 Penalty: 5539.094238
	Iteration 86Q: 3 clusters Score -8683439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -8683439.000000 Penalty: 5539.094238
	Iteration 87Q: 3 clusters Score -8683439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -8683439.000000 Penalty: 5539.094238
	Iteration 88F: 3 clusters Score -8683439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Entering Unmasked Estep 
Score: -5556126.000000 Penalty: 2658.193115
	Iteration 0F: 2 clusters Score -5556126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -5525677.000000 Penalty: 5316.386230
	Iteration 0F: 3 clusters Score -5525677 nChanged 20767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -5536974.000000 Penalty: 5316.386230
	Iteration 1F: 3 clusters Score -5536974 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -5537517.500000 Penalty: 5316.386230
	Iteration 2Q: 3 clusters Score -5537518 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -5538098.000000 Penalty: 5316.386230
	Iteration 3Q: 3 clusters Score -5538098 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -5538850.500000 Penalty: 5316.386230
	Iteration 4Q: 3 clusters Score -5538850 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -5539890.500000 Penalty: 5316.386230
	Iteration 5Q: 3 clusters Score -5539890 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -5541544.000000 Penalty: 5316.386230
	Iteration 6F: 3 clusters Score -5541544 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -5543870.000000 Penalty: 5316.386230
	Iteration 7F: 3 clusters Score -5543870 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -5546808.000000 Penalty: 5316.386230
	Iteration 8F: 3 clusters Score -5546808 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -5549756.500000 Penalty: 5316.386230
	Iteration 9F: 3 clusters Score -5549756 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -5551918.000000 Penalty: 5316.386230
	Iteration 10F: 3 clusters Score -5551918 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -5553002.500000 Penalty: 5316.386230
	Iteration 11Q: 3 clusters Score -5553002 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -5553427.000000 Penalty: 5316.386230
	Iteration 12Q: 3 clusters Score -5553427 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -5553608.000000 Penalty: 5316.386230
	Iteration 13Q: 3 clusters Score -5553608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -5553673.000000 Penalty: 5316.386230
	Iteration 14Q: 3 clusters Score -5553673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -5553714.500000 Penalty: 5316.386230
	Iteration 15Q: 3 clusters Score -5553714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -5553740.500000 Penalty: 5316.386230
	Iteration 16Q: 3 clusters Score -5553740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -5553748.000000 Penalty: 5316.386230
	Iteration 17Q: 3 clusters Score -5553748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -5553767.000000 Penalty: 5316.386230
	Iteration 18Q: 3 clusters Score -5553767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -5553777.000000 Penalty: 5316.386230
	Iteration 19Q: 3 clusters Score -5553777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -5553783.500000 Penalty: 5316.386230
	Iteration 20F: 3 clusters Score -5553784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -5553784.000000 Penalty: 5316.386230
	Iteration 21Q: 3 clusters Score -5553784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -5553788.000000 Penalty: 5316.386230
	Iteration 22Q: 3 clusters Score -5553788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -5553788.000000 Penalty: 5316.386230
	Iteration 23Q: 3 clusters Score -5553788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -5553788.000000 Penalty: 5316.386230
	Iteration 24F: 3 clusters Score -5553788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -35347.074219 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -35347.07 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 147 members 
Entering Unmasked Estep 
Score: -34033.277344 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -34033.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34116.628906 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -34116.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34139.683594 Penalty: 2886.761230
	Iteration 2Q: 3 clusters Score -34139.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34153.906250 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -34153.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34179.121094 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -34179.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34181.652344 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -34181.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34181.652344 Penalty: 2886.761230
	Iteration 6F: 3 clusters Score -34181.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -138778.593750 Penalty: 1815.818726
	Iteration 0F: 2 clusters Score -138778.6 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 749 members 
Entering Unmasked Estep 
Score: -136729.000000 Penalty: 3631.637451
	Iteration 0F: 3 clusters Score -136729 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -138807.078125 Penalty: 3631.637451
	Iteration 1F: 3 clusters Score -138807.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -140499.625000 Penalty: 3631.637451
	Iteration 2F: 3 clusters Score -140499.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -140798.109375 Penalty: 3631.637451
	Iteration 3F: 3 clusters Score -140798.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -140833.890625 Penalty: 3631.637451
	Iteration 4Q: 3 clusters Score -140833.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -140855.296875 Penalty: 3631.637451
	Iteration 5Q: 3 clusters Score -140855.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -140871.187500 Penalty: 3631.637451
	Iteration 6Q: 3 clusters Score -140871.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -140902.843750 Penalty: 3631.637451
	Iteration 7Q: 3 clusters Score -140902.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -140913.437500 Penalty: 3631.637451
	Iteration 8Q: 3 clusters Score -140913.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -140916.546875 Penalty: 3631.637451
	Iteration 9Q: 3 clusters Score -140916.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -140918.156250 Penalty: 3631.637451
	Iteration 10Q: 3 clusters Score -140918.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -140918.609375 Penalty: 3631.637451
	Iteration 11Q: 3 clusters Score -140918.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -140918.609375 Penalty: 3631.637451
	Iteration 12F: 3 clusters Score -140918.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 3 contains 70794 members 
Mstep: Class 6 contains 45185 members 
Mstep: Class 7 contains 337 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 133483 members 
Mstep: Class 12 contains 2715 members 
Mstep: Class 16 contains 11655 members 
Mstep: Class 17 contains 219749 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 22 contains 28330 members 
Mstep: Class 23 contains 286831 members 
Mstep: Class 24 contains 62288 members 
Entering Unmasked Estep 
Score: -104265080.000000 Penalty: 50891.417969
Splitting cluster 8 changes total score from -104263968.000000 to -104265080.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 9 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -209998.875000 Penalty: 1889.691650
	Iteration 0F: 2 clusters Score -209998.9 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 1018 members 
Entering Unmasked Estep 
Score: -207528.500000 Penalty: 3779.383301
	Iteration 0F: 3 clusters Score -207528.5 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -208718.609375 Penalty: 3779.383301
	Iteration 1F: 3 clusters Score -208718.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -209733.468750 Penalty: 3779.383301
	Iteration 2F: 3 clusters Score -209733.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -210372.781250 Penalty: 3779.383301
	Iteration 3F: 3 clusters Score -210372.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -210610.406250 Penalty: 3779.383301
	Iteration 4F: 3 clusters Score -210610.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -210679.062500 Penalty: 3779.383301
	Iteration 5Q: 3 clusters Score -210679.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -210719.578125 Penalty: 3779.383301
	Iteration 6Q: 3 clusters Score -210719.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -210738.312500 Penalty: 3779.383301
	Iteration 7Q: 3 clusters Score -210738.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -210755.046875 Penalty: 3779.383301
	Iteration 8Q: 3 clusters Score -210755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -210762.718750 Penalty: 3779.383301
	Iteration 9Q: 3 clusters Score -210762.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -210766.078125 Penalty: 3779.383301
	Iteration 10Q: 3 clusters Score -210766.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -210766.578125 Penalty: 3779.383301
	Iteration 11Q: 3 clusters Score -210766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -210768.000000 Penalty: 3779.383301
	Iteration 12Q: 3 clusters Score -210768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -210768.859375 Penalty: 3779.383301
	Iteration 13Q: 3 clusters Score -210768.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -210771.234375 Penalty: 3779.383301
	Iteration 14Q: 3 clusters Score -210771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -210771.875000 Penalty: 3779.383301
	Iteration 15Q: 3 clusters Score -210771.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -210771.875000 Penalty: 3779.383301
	Iteration 16F: 3 clusters Score -210771.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 70794 members 
Mstep: Class 6 contains 45185 members 
Mstep: Class 7 contains 337 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 604 members 
Mstep: Class 10 contains 133483 members 
Mstep: Class 12 contains 2715 members 
Mstep: Class 16 contains 11655 members 
Mstep: Class 17 contains 219749 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 22 contains 28330 members 
Mstep: Class 23 contains 286831 members 
Mstep: Class 24 contains 62288 members 
Entering Unmasked Estep 
Score: -104264304.000000 Penalty: 54284.179688
Splitting cluster 9 changes total score from -104263968.000000 to -104264304.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 10 (133483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133483 members 
Entering Unmasked Estep 
Score: -16330278.000000 Penalty: 2926.828857
	Iteration 0F: 2 clusters Score -1.633028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66870 members 
Mstep: Class 2 contains 66613 members 
Entering Unmasked Estep 
Score: -16240910.000000 Penalty: 5853.657715
	Iteration 0F: 3 clusters Score -1.624091e+07 nChanged 63612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67740 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -16277730.000000 Penalty: 5853.657715
	Iteration 1F: 3 clusters Score -1.627773e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68375 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -16278842.000000 Penalty: 5853.657715
	Iteration 2Q: 3 clusters Score -1.627884e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69322 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -16280027.000000 Penalty: 5853.657715
	Iteration 3Q: 3 clusters Score -1.628003e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70761 members 
Mstep: Class 2 contains 62722 members 
Entering Unmasked Estep 
Score: -16281615.000000 Penalty: 5853.657715
	Iteration 4Q: 3 clusters Score -1.628162e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -16284104.000000 Penalty: 5853.657715
	Iteration 5Q: 3 clusters Score -1.62841e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75866 members 
Mstep: Class 2 contains 57617 members 
Entering Unmasked Estep 
Score: -16288149.000000 Penalty: 5853.657715
	Iteration 6F: 3 clusters Score -1.628815e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80273 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -16293797.000000 Penalty: 5853.657715
	Iteration 7F: 3 clusters Score -1.62938e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85624 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -16301009.000000 Penalty: 5853.657715
	Iteration 8F: 3 clusters Score -1.630101e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91036 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -16308205.000000 Penalty: 5853.657715
	Iteration 9F: 3 clusters Score -1.63082e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -16313458.000000 Penalty: 5853.657715
	Iteration 10F: 3 clusters Score -1.631346e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98773 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -16316681.000000 Penalty: 5853.657715
	Iteration 11Q: 3 clusters Score -1.631668e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101479 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -16318718.000000 Penalty: 5853.657715
	Iteration 12Q: 3 clusters Score -1.631872e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103980 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -16320247.000000 Penalty: 5853.657715
	Iteration 13Q: 3 clusters Score -1.632025e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106309 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -16321584.000000 Penalty: 5853.657715
	Iteration 14Q: 3 clusters Score -1.632158e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108410 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -16322763.000000 Penalty: 5853.657715
	Iteration 15Q: 3 clusters Score -1.632276e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110280 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -16323665.000000 Penalty: 5853.657715
	Iteration 16Q: 3 clusters Score -1.632366e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111921 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -16324304.000000 Penalty: 5853.657715
	Iteration 17Q: 3 clusters Score -1.63243e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113357 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -16324809.000000 Penalty: 5853.657715
	Iteration 18Q: 3 clusters Score -1.632481e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114669 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -16325200.000000 Penalty: 5853.657715
	Iteration 19Q: 3 clusters Score -1.63252e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115890 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -16325520.000000 Penalty: 5853.657715
	Iteration 20F: 3 clusters Score -1.632552e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117041 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -16325885.000000 Penalty: 5853.657715
	Iteration 21Q: 3 clusters Score -1.632588e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118143 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -16326289.000000 Penalty: 5853.657715
	Iteration 22Q: 3 clusters Score -1.632629e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119131 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -16326555.000000 Penalty: 5853.657715
	Iteration 23Q: 3 clusters Score -1.632656e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120040 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -16326835.000000 Penalty: 5853.657715
	Iteration 24Q: 3 clusters Score -1.632684e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120876 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -16326968.000000 Penalty: 5853.657715
	Iteration 25Q: 3 clusters Score -1.632697e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121679 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -16327104.000000 Penalty: 5853.657715
	Iteration 26Q: 3 clusters Score -1.63271e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122442 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -16327252.000000 Penalty: 5853.657715
	Iteration 27Q: 3 clusters Score -1.632725e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123112 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -16327432.000000 Penalty: 5853.657715
	Iteration 28Q: 3 clusters Score -1.632743e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123756 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -16327592.000000 Penalty: 5853.657715
	Iteration 29Q: 3 clusters Score -1.632759e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124322 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -16327737.000000 Penalty: 5853.657715
	Iteration 30Q: 3 clusters Score -1.632774e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124805 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -16327764.000000 Penalty: 5853.657715
	Iteration 31Q: 3 clusters Score -1.632776e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125268 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -16327803.000000 Penalty: 5853.657715
	Iteration 32Q: 3 clusters Score -1.63278e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125707 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -16327926.000000 Penalty: 5853.657715
	Iteration 33Q: 3 clusters Score -1.632793e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126095 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -16328047.000000 Penalty: 5853.657715
	Iteration 34Q: 3 clusters Score -1.632805e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126435 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -16328176.000000 Penalty: 5853.657715
	Iteration 35Q: 3 clusters Score -1.632818e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126739 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -16328239.000000 Penalty: 5853.657715
	Iteration 36Q: 3 clusters Score -1.632824e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126989 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -16328288.000000 Penalty: 5853.657715
	Iteration 37Q: 3 clusters Score -1.632829e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127246 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -16328315.000000 Penalty: 5853.657715
	Iteration 38Q: 3 clusters Score -1.632832e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127464 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -16328372.000000 Penalty: 5853.657715
	Iteration 39Q: 3 clusters Score -1.632837e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127663 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -16328367.000000 Penalty: 5853.657715
	Iteration 40F: 3 clusters Score -1.632837e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127833 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -16328376.000000 Penalty: 5853.657715
	Iteration 41Q: 3 clusters Score -1.632838e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127975 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -16328413.000000 Penalty: 5853.657715
	Iteration 42Q: 3 clusters Score -1.632841e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128140 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -16328453.000000 Penalty: 5853.657715
	Iteration 43Q: 3 clusters Score -1.632845e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128307 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -16328440.000000 Penalty: 5853.657715
	Iteration 44Q: 3 clusters Score -1.632844e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128482 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -16328499.000000 Penalty: 5853.657715
	Iteration 45Q: 3 clusters Score -1.63285e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128641 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -16328526.000000 Penalty: 5853.657715
	Iteration 46Q: 3 clusters Score -1.632853e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128784 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -16328555.000000 Penalty: 5853.657715
	Iteration 47Q: 3 clusters Score -1.632856e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128934 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -16328561.000000 Penalty: 5853.657715
	Iteration 48Q: 3 clusters Score -1.632856e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129063 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -16328653.000000 Penalty: 5853.657715
	Iteration 49Q: 3 clusters Score -1.632865e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129171 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -16328691.000000 Penalty: 5853.657715
	Iteration 50Q: 3 clusters Score -1.632869e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129290 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -16328709.000000 Penalty: 5853.657715
	Iteration 51Q: 3 clusters Score -1.632871e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129382 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -16328707.000000 Penalty: 5853.657715
	Iteration 52Q: 3 clusters Score -1.632871e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129466 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -16328741.000000 Penalty: 5853.657715
	Iteration 53Q: 3 clusters Score -1.632874e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129546 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -16328757.000000 Penalty: 5853.657715
	Iteration 54Q: 3 clusters Score -1.632876e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129592 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -16328766.000000 Penalty: 5853.657715
	Iteration 55Q: 3 clusters Score -1.632877e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129626 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -16328766.000000 Penalty: 5853.657715
	Iteration 56Q: 3 clusters Score -1.632877e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129659 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -16328791.000000 Penalty: 5853.657715
	Iteration 57Q: 3 clusters Score -1.632879e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129694 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -16328820.000000 Penalty: 5853.657715
	Iteration 58Q: 3 clusters Score -1.632882e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129732 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -16328813.000000 Penalty: 5853.657715
	Iteration 59Q: 3 clusters Score -1.632881e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129767 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -16328816.000000 Penalty: 5853.657715
	Iteration 60F: 3 clusters Score -1.632882e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129794 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -16328800.000000 Penalty: 5853.657715
	Iteration 61Q: 3 clusters Score -1.63288e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129825 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -16328819.000000 Penalty: 5853.657715
	Iteration 62Q: 3 clusters Score -1.632882e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129848 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -16328800.000000 Penalty: 5853.657715
	Iteration 63Q: 3 clusters Score -1.63288e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129869 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -16328813.000000 Penalty: 5853.657715
	Iteration 64Q: 3 clusters Score -1.632881e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129895 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -16328803.000000 Penalty: 5853.657715
	Iteration 65Q: 3 clusters Score -1.63288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129919 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -16328793.000000 Penalty: 5853.657715
	Iteration 66Q: 3 clusters Score -1.632879e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129935 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -16328791.000000 Penalty: 5853.657715
	Iteration 67Q: 3 clusters Score -1.632879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129942 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -16328798.000000 Penalty: 5853.657715
	Iteration 68Q: 3 clusters Score -1.63288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129955 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -16328810.000000 Penalty: 5853.657715
	Iteration 69Q: 3 clusters Score -1.632881e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129974 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -16328813.000000 Penalty: 5853.657715
	Iteration 70Q: 3 clusters Score -1.632881e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129986 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -16328823.000000 Penalty: 5853.657715
	Iteration 71Q: 3 clusters Score -1.632882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129996 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -16328822.000000 Penalty: 5853.657715
	Iteration 72Q: 3 clusters Score -1.632882e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130013 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -16328826.000000 Penalty: 5853.657715
	Iteration 73Q: 3 clusters Score -1.632883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130029 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -16328819.000000 Penalty: 5853.657715
	Iteration 74Q: 3 clusters Score -1.632882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130042 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -16328823.000000 Penalty: 5853.657715
	Iteration 75Q: 3 clusters Score -1.632882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130056 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -16328817.000000 Penalty: 5853.657715
	Iteration 76Q: 3 clusters Score -1.632882e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130074 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -16328831.000000 Penalty: 5853.657715
	Iteration 77Q: 3 clusters Score -1.632883e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130094 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -16328838.000000 Penalty: 5853.657715
	Iteration 78Q: 3 clusters Score -1.632884e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130105 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -16328814.000000 Penalty: 5853.657715
	Iteration 79Q: 3 clusters Score -1.632881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130118 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -16328810.000000 Penalty: 5853.657715
	Iteration 80F: 3 clusters Score -1.632881e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130130 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -16328817.000000 Penalty: 5853.657715
	Iteration 81Q: 3 clusters Score -1.632882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130141 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -16328813.000000 Penalty: 5853.657715
	Iteration 82Q: 3 clusters Score -1.632881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130155 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -16328824.000000 Penalty: 5853.657715
	Iteration 83Q: 3 clusters Score -1.632882e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130167 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -16328813.000000 Penalty: 5853.657715
	Iteration 84Q: 3 clusters Score -1.632881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130180 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -16328812.000000 Penalty: 5853.657715
	Iteration 85Q: 3 clusters Score -1.632881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130194 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -16328817.000000 Penalty: 5853.657715
	Iteration 86Q: 3 clusters Score -1.632882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130204 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -16328827.000000 Penalty: 5853.657715
	Iteration 87Q: 3 clusters Score -1.632883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130210 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -16328825.000000 Penalty: 5853.657715
	Iteration 88Q: 3 clusters Score -1.632882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130218 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -16328826.000000 Penalty: 5853.657715
	Iteration 89Q: 3 clusters Score -1.632883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130223 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -16328832.000000 Penalty: 5853.657715
	Iteration 90Q: 3 clusters Score -1.632883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130229 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -16328838.000000 Penalty: 5853.657715
	Iteration 91Q: 3 clusters Score -1.632884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130234 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -16328838.000000 Penalty: 5853.657715
	Iteration 92Q: 3 clusters Score -1.632884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130241 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -16328832.000000 Penalty: 5853.657715
	Iteration 93Q: 3 clusters Score -1.632883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130248 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -16328827.000000 Penalty: 5853.657715
	Iteration 94Q: 3 clusters Score -1.632883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130253 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -16328824.000000 Penalty: 5853.657715
	Iteration 95Q: 3 clusters Score -1.632882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130258 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -16328822.000000 Penalty: 5853.657715
	Iteration 96Q: 3 clusters Score -1.632882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130263 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -16328809.000000 Penalty: 5853.657715
	Iteration 97Q: 3 clusters Score -1.632881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130273 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -16328806.000000 Penalty: 5853.657715
	Iteration 98Q: 3 clusters Score -1.632881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130279 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -16328822.000000 Penalty: 5853.657715
	Iteration 99Q: 3 clusters Score -1.632882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130287 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -16328817.000000 Penalty: 5853.657715
	Iteration 100F: 3 clusters Score -1.632882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130288 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -16328819.000000 Penalty: 5853.657715
	Iteration 101Q: 3 clusters Score -1.632882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130292 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -16328823.000000 Penalty: 5853.657715
	Iteration 102Q: 3 clusters Score -1.632882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130297 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -16328822.000000 Penalty: 5853.657715
	Iteration 103Q: 3 clusters Score -1.632882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130302 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -16328818.000000 Penalty: 5853.657715
	Iteration 104Q: 3 clusters Score -1.632882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130306 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -16328827.000000 Penalty: 5853.657715
	Iteration 105Q: 3 clusters Score -1.632883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130307 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -16328825.000000 Penalty: 5853.657715
	Iteration 106Q: 3 clusters Score -1.632882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130308 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -16328840.000000 Penalty: 5853.657715
	Iteration 107Q: 3 clusters Score -1.632884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130308 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -16328840.000000 Penalty: 5853.657715
	Iteration 108F: 3 clusters Score -1.632884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Entering Unmasked Estep 
Score: -294681.656250 Penalty: 1960.823730
	Iteration 0F: 2 clusters Score -294681.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -291599.031250 Penalty: 3921.647461
	Iteration 0F: 3 clusters Score -291599 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -292248.843750 Penalty: 3921.647461
	Iteration 1F: 3 clusters Score -292248.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -292452.531250 Penalty: 3921.647461
	Iteration 2F: 3 clusters Score -292452.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -292594.250000 Penalty: 3921.647461
	Iteration 3F: 3 clusters Score -292594.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -292699.968750 Penalty: 3921.647461
	Iteration 4Q: 3 clusters Score -292700 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -292784.062500 Penalty: 3921.647461
	Iteration 5Q: 3 clusters Score -292784.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -292852.406250 Penalty: 3921.647461
	Iteration 6Q: 3 clusters Score -292852.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -292890.156250 Penalty: 3921.647461
	Iteration 7Q: 3 clusters Score -292890.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -292922.000000 Penalty: 3921.647461
	Iteration 8Q: 3 clusters Score -292922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -292949.781250 Penalty: 3921.647461
	Iteration 9Q: 3 clusters Score -292949.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -292974.187500 Penalty: 3921.647461
	Iteration 10Q: 3 clusters Score -292974.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -293002.218750 Penalty: 3921.647461
	Iteration 11Q: 3 clusters Score -293002.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -293029.468750 Penalty: 3921.647461
	Iteration 12Q: 3 clusters Score -293029.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -293064.125000 Penalty: 3921.647461
	Iteration 13Q: 3 clusters Score -293064.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -293099.656250 Penalty: 3921.647461
	Iteration 14Q: 3 clusters Score -293099.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -293136.968750 Penalty: 3921.647461
	Iteration 15Q: 3 clusters Score -293137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -293185.218750 Penalty: 3921.647461
	Iteration 16Q: 3 clusters Score -293185.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -293248.187500 Penalty: 3921.647461
	Iteration 17Q: 3 clusters Score -293248.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -293317.812500 Penalty: 3921.647461
	Iteration 18Q: 3 clusters Score -293317.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -293410.156250 Penalty: 3921.647461
	Iteration 19Q: 3 clusters Score -293410.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -293467.125000 Penalty: 3921.647461
	Iteration 20F: 3 clusters Score -293467.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -293502.906250 Penalty: 3921.647461
	Iteration 21Q: 3 clusters Score -293502.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -293531.656250 Penalty: 3921.647461
	Iteration 22Q: 3 clusters Score -293531.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -293569.625000 Penalty: 3921.647461
	Iteration 23Q: 3 clusters Score -293569.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -293612.781250 Penalty: 3921.647461
	Iteration 24Q: 3 clusters Score -293612.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -293649.375000 Penalty: 3921.647461
	Iteration 25Q: 3 clusters Score -293649.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -293681.406250 Penalty: 3921.647461
	Iteration 26Q: 3 clusters Score -293681.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -293709.781250 Penalty: 3921.647461
	Iteration 27Q: 3 clusters Score -293709.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -293727.062500 Penalty: 3921.647461
	Iteration 28Q: 3 clusters Score -293727.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -293739.562500 Penalty: 3921.647461
	Iteration 29Q: 3 clusters Score -293739.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -293749.750000 Penalty: 3921.647461
	Iteration 30Q: 3 clusters Score -293749.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -293761.875000 Penalty: 3921.647461
	Iteration 31Q: 3 clusters Score -293761.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -293768.937500 Penalty: 3921.647461
	Iteration 32Q: 3 clusters Score -293768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -293771.718750 Penalty: 3921.647461
	Iteration 33Q: 3 clusters Score -293771.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -293774.218750 Penalty: 3921.647461
	Iteration 34Q: 3 clusters Score -293774.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -293777.281250 Penalty: 3921.647461
	Iteration 35Q: 3 clusters Score -293777.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -293778.406250 Penalty: 3921.647461
	Iteration 36Q: 3 clusters Score -293778.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -293781.406250 Penalty: 3921.647461
	Iteration 37Q: 3 clusters Score -293781.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -293784.281250 Penalty: 3921.647461
	Iteration 38Q: 3 clusters Score -293784.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -293789.468750 Penalty: 3921.647461
	Iteration 39Q: 3 clusters Score -293789.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -293792.125000 Penalty: 3921.647461
	Iteration 40F: 3 clusters Score -293792.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -293794.656250 Penalty: 3921.647461
	Iteration 41Q: 3 clusters Score -293794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -293797.500000 Penalty: 3921.647461
	Iteration 42Q: 3 clusters Score -293797.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -293799.750000 Penalty: 3921.647461
	Iteration 43Q: 3 clusters Score -293799.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -293799.750000 Penalty: 3921.647461
	Iteration 44Q: 3 clusters Score -293799.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -293799.750000 Penalty: 3921.647461
	Iteration 45F: 3 clusters Score -293799.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Entering Unmasked Estep 
Score: -1434249.125000 Penalty: 2322.145508
	Iteration 0F: 2 clusters Score -1434249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1425511.625000 Penalty: 4644.291016
	Iteration 0F: 3 clusters Score -1425512 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1428103.125000 Penalty: 4644.291016
	Iteration 1F: 3 clusters Score -1428103 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1428392.875000 Penalty: 4644.291016
	Iteration 2F: 3 clusters Score -1428393 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1428585.500000 Penalty: 4644.291016
	Iteration 3Q: 3 clusters Score -1428586 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1428721.750000 Penalty: 4644.291016
	Iteration 4Q: 3 clusters Score -1428722 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1428820.125000 Penalty: 4644.291016
	Iteration 5Q: 3 clusters Score -1428820 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1428918.125000 Penalty: 4644.291016
	Iteration 6Q: 3 clusters Score -1428918 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1429019.000000 Penalty: 4644.291016
	Iteration 7Q: 3 clusters Score -1429019 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1429128.000000 Penalty: 4644.291016
	Iteration 8Q: 3 clusters Score -1429128 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1429230.375000 Penalty: 4644.291016
	Iteration 9Q: 3 clusters Score -1429230 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1429360.250000 Penalty: 4644.291016
	Iteration 10Q: 3 clusters Score -1429360 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1429497.375000 Penalty: 4644.291016
	Iteration 11Q: 3 clusters Score -1429497 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1429680.625000 Penalty: 4644.291016
	Iteration 12Q: 3 clusters Score -1429681 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1429906.625000 Penalty: 4644.291016
	Iteration 13Q: 3 clusters Score -1429907 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1430153.875000 Penalty: 4644.291016
	Iteration 14Q: 3 clusters Score -1430154 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1430465.750000 Penalty: 4644.291016
	Iteration 15Q: 3 clusters Score -1430466 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1430766.375000 Penalty: 4644.291016
	Iteration 16Q: 3 clusters Score -1430766 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1431065.000000 Penalty: 4644.291016
	Iteration 17Q: 3 clusters Score -1431065 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1431345.375000 Penalty: 4644.291016
	Iteration 18Q: 3 clusters Score -1431345 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1431551.375000 Penalty: 4644.291016
	Iteration 19Q: 3 clusters Score -1431551 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1431672.250000 Penalty: 4644.291016
	Iteration 20F: 3 clusters Score -1431672 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1431736.125000 Penalty: 4644.291016
	Iteration 21Q: 3 clusters Score -1431736 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1431774.250000 Penalty: 4644.291016
	Iteration 22Q: 3 clusters Score -1431774 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1431795.375000 Penalty: 4644.291016
	Iteration 23Q: 3 clusters Score -1431795 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1431808.000000 Penalty: 4644.291016
	Iteration 24Q: 3 clusters Score -1431808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1431822.875000 Penalty: 4644.291016
	Iteration 25Q: 3 clusters Score -1431823 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1431831.625000 Penalty: 4644.291016
	Iteration 26Q: 3 clusters Score -1431832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1431840.750000 Penalty: 4644.291016
	Iteration 27Q: 3 clusters Score -1431841 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1431846.500000 Penalty: 4644.291016
	Iteration 28Q: 3 clusters Score -1431846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1431851.875000 Penalty: 4644.291016
	Iteration 29Q: 3 clusters Score -1431852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1431858.125000 Penalty: 4644.291016
	Iteration 30Q: 3 clusters Score -1431858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1431854.750000 Penalty: 4644.291016
	Iteration 31Q: 3 clusters Score -1431855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1431859.250000 Penalty: 4644.291016
	Iteration 32Q: 3 clusters Score -1431859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1431858.500000 Penalty: 4644.291016
	Iteration 33Q: 3 clusters Score -1431858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1431864.125000 Penalty: 4644.291016
	Iteration 34Q: 3 clusters Score -1431864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1431864.750000 Penalty: 4644.291016
	Iteration 35Q: 3 clusters Score -1431865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1431865.750000 Penalty: 4644.291016
	Iteration 36Q: 3 clusters Score -1431866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1431865.875000 Penalty: 4644.291016
	Iteration 37Q: 3 clusters Score -1431866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1431867.000000 Penalty: 4644.291016
	Iteration 38Q: 3 clusters Score -1431867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1431866.375000 Penalty: 4644.291016
	Iteration 39Q: 3 clusters Score -1431866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1431866.000000 Penalty: 4644.291016
	Iteration 40F: 3 clusters Score -1431866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1431865.875000 Penalty: 4644.291016
	Iteration 41Q: 3 clusters Score -1431866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1431866.375000 Penalty: 4644.291016
	Iteration 42Q: 3 clusters Score -1431866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1431868.750000 Penalty: 4644.291016
	Iteration 43Q: 3 clusters Score -1431869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1431870.750000 Penalty: 4644.291016
	Iteration 44Q: 3 clusters Score -1431871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1431871.375000 Penalty: 4644.291016
	Iteration 45Q: 3 clusters Score -1431871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1431870.750000 Penalty: 4644.291016
	Iteration 46Q: 3 clusters Score -1431871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1431869.625000 Penalty: 4644.291016
	Iteration 47Q: 3 clusters Score -1431870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1431871.750000 Penalty: 4644.291016
	Iteration 48Q: 3 clusters Score -1431872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1431871.000000 Penalty: 4644.291016
	Iteration 49Q: 3 clusters Score -1431871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1431871.000000 Penalty: 4644.291016
	Iteration 50Q: 3 clusters Score -1431871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1431871.000000 Penalty: 4644.291016
	Iteration 51F: 3 clusters Score -1431871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (219749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219749 members 
Entering Unmasked Estep 
Score: -26645276.000000 Penalty: 3050.459961
	Iteration 0F: 2 clusters Score -2.664528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109535 members 
Mstep: Class 2 contains 110214 members 
Entering Unmasked Estep 
Score: -26503270.000000 Penalty: 6100.919922
	Iteration 0F: 3 clusters Score -2.650327e+07 nChanged 105994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104221 members 
Mstep: Class 2 contains 115528 members 
Entering Unmasked Estep 
Score: -26566682.000000 Penalty: 6100.919922
	Iteration 1F: 3 clusters Score -2.656668e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100582 members 
Mstep: Class 2 contains 119167 members 
Entering Unmasked Estep 
Score: -26568864.000000 Penalty: 6100.919922
	Iteration 2Q: 3 clusters Score -2.656886e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95033 members 
Mstep: Class 2 contains 124716 members 
Entering Unmasked Estep 
Score: -26571952.000000 Penalty: 6100.919922
	Iteration 3Q: 3 clusters Score -2.657195e+07 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86931 members 
Mstep: Class 2 contains 132818 members 
Entering Unmasked Estep 
Score: -26577052.000000 Penalty: 6100.919922
	Iteration 4Q: 3 clusters Score -2.657705e+07 nChanged 13189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75556 members 
Mstep: Class 2 contains 144193 members 
Entering Unmasked Estep 
Score: -26585548.000000 Penalty: 6100.919922
	Iteration 5F: 3 clusters Score -2.658555e+07 nChanged 16217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 158986 members 
Entering Unmasked Estep 
Score: -26597586.000000 Penalty: 6100.919922
	Iteration 6F: 3 clusters Score -2.659759e+07 nChanged 17649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 175645 members 
Entering Unmasked Estep 
Score: -26612652.000000 Penalty: 6100.919922
	Iteration 7F: 3 clusters Score -2.661265e+07 nChanged 15223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 190246 members 
Entering Unmasked Estep 
Score: -26626464.000000 Penalty: 6100.919922
	Iteration 8F: 3 clusters Score -2.662646e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 199771 members 
Entering Unmasked Estep 
Score: -26635344.000000 Penalty: 6100.919922
	Iteration 9Q: 3 clusters Score -2.663534e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 204744 members 
Entering Unmasked Estep 
Score: -26640308.000000 Penalty: 6100.919922
	Iteration 10Q: 3 clusters Score -2.664031e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 207245 members 
Entering Unmasked Estep 
Score: -26642386.000000 Penalty: 6100.919922
	Iteration 11Q: 3 clusters Score -2.664239e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 208742 members 
Entering Unmasked Estep 
Score: -26643300.000000 Penalty: 6100.919922
	Iteration 12Q: 3 clusters Score -2.66433e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 209837 members 
Entering Unmasked Estep 
Score: -26643614.000000 Penalty: 6100.919922
	Iteration 13Q: 3 clusters Score -2.664361e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 210669 members 
Entering Unmasked Estep 
Score: -26643878.000000 Penalty: 6100.919922
	Iteration 14Q: 3 clusters Score -2.664388e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 211378 members 
Entering Unmasked Estep 
Score: -26643986.000000 Penalty: 6100.919922
	Iteration 15Q: 3 clusters Score -2.664399e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 211967 members 
Entering Unmasked Estep 
Score: -26644078.000000 Penalty: 6100.919922
	Iteration 16Q: 3 clusters Score -2.664408e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 212493 members 
Entering Unmasked Estep 
Score: -26644106.000000 Penalty: 6100.919922
	Iteration 17Q: 3 clusters Score -2.664411e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 212925 members 
Entering Unmasked Estep 
Score: -26644252.000000 Penalty: 6100.919922
	Iteration 18Q: 3 clusters Score -2.664425e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 213311 members 
Entering Unmasked Estep 
Score: -26644394.000000 Penalty: 6100.919922
	Iteration 19Q: 3 clusters Score -2.664439e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 213621 members 
Entering Unmasked Estep 
Score: -26644352.000000 Penalty: 6100.919922
	Iteration 20F: 3 clusters Score -2.664435e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 213854 members 
Entering Unmasked Estep 
Score: -26644366.000000 Penalty: 6100.919922
	Iteration 21Q: 3 clusters Score -2.664437e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 214070 members 
Entering Unmasked Estep 
Score: -26644238.000000 Penalty: 6100.919922
	Iteration 22Q: 3 clusters Score -2.664424e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 214245 members 
Entering Unmasked Estep 
Score: -26644208.000000 Penalty: 6100.919922
	Iteration 23Q: 3 clusters Score -2.664421e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 214389 members 
Entering Unmasked Estep 
Score: -26644240.000000 Penalty: 6100.919922
	Iteration 24Q: 3 clusters Score -2.664424e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 214517 members 
Entering Unmasked Estep 
Score: -26644228.000000 Penalty: 6100.919922
	Iteration 25Q: 3 clusters Score -2.664423e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 214620 members 
Entering Unmasked Estep 
Score: -26644218.000000 Penalty: 6100.919922
	Iteration 26Q: 3 clusters Score -2.664422e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 214731 members 
Entering Unmasked Estep 
Score: -26644200.000000 Penalty: 6100.919922
	Iteration 27Q: 3 clusters Score -2.66442e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 214817 members 
Entering Unmasked Estep 
Score: -26644184.000000 Penalty: 6100.919922
	Iteration 28Q: 3 clusters Score -2.664418e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 214884 members 
Entering Unmasked Estep 
Score: -26644196.000000 Penalty: 6100.919922
	Iteration 29Q: 3 clusters Score -2.66442e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 214945 members 
Entering Unmasked Estep 
Score: -26644196.000000 Penalty: 6100.919922
	Iteration 30Q: 3 clusters Score -2.66442e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 215002 members 
Entering Unmasked Estep 
Score: -26644194.000000 Penalty: 6100.919922
	Iteration 31Q: 3 clusters Score -2.664419e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 215057 members 
Entering Unmasked Estep 
Score: -26644132.000000 Penalty: 6100.919922
	Iteration 32Q: 3 clusters Score -2.664413e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 215094 members 
Entering Unmasked Estep 
Score: -26644144.000000 Penalty: 6100.919922
	Iteration 33Q: 3 clusters Score -2.664414e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 215123 members 
Entering Unmasked Estep 
Score: -26644142.000000 Penalty: 6100.919922
	Iteration 34Q: 3 clusters Score -2.664414e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 215151 members 
Entering Unmasked Estep 
Score: -26644184.000000 Penalty: 6100.919922
	Iteration 35Q: 3 clusters Score -2.664418e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 215174 members 
Entering Unmasked Estep 
Score: -26644152.000000 Penalty: 6100.919922
	Iteration 36Q: 3 clusters Score -2.664415e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 215197 members 
Entering Unmasked Estep 
Score: -26644176.000000 Penalty: 6100.919922
	Iteration 37Q: 3 clusters Score -2.664418e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 215221 members 
Entering Unmasked Estep 
Score: -26644160.000000 Penalty: 6100.919922
	Iteration 38Q: 3 clusters Score -2.664416e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 215240 members 
Entering Unmasked Estep 
Score: -26644198.000000 Penalty: 6100.919922
	Iteration 39Q: 3 clusters Score -2.66442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 215252 members 
Entering Unmasked Estep 
Score: -26644190.000000 Penalty: 6100.919922
	Iteration 40F: 3 clusters Score -2.664419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 215263 members 
Entering Unmasked Estep 
Score: -26644208.000000 Penalty: 6100.919922
	Iteration 41Q: 3 clusters Score -2.664421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 215271 members 
Entering Unmasked Estep 
Score: -26644206.000000 Penalty: 6100.919922
	Iteration 42Q: 3 clusters Score -2.664421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 215275 members 
Entering Unmasked Estep 
Score: -26644200.000000 Penalty: 6100.919922
	Iteration 43Q: 3 clusters Score -2.66442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 215282 members 
Entering Unmasked Estep 
Score: -26644210.000000 Penalty: 6100.919922
	Iteration 44Q: 3 clusters Score -2.664421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 215288 members 
Entering Unmasked Estep 
Score: -26644214.000000 Penalty: 6100.919922
	Iteration 45Q: 3 clusters Score -2.664421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 215297 members 
Entering Unmasked Estep 
Score: -26644212.000000 Penalty: 6100.919922
	Iteration 46Q: 3 clusters Score -2.664421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 215306 members 
Entering Unmasked Estep 
Score: -26644218.000000 Penalty: 6100.919922
	Iteration 47Q: 3 clusters Score -2.664422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 215317 members 
Entering Unmasked Estep 
Score: -26644210.000000 Penalty: 6100.919922
	Iteration 48Q: 3 clusters Score -2.664421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 215326 members 
Entering Unmasked Estep 
Score: -26644204.000000 Penalty: 6100.919922
	Iteration 49Q: 3 clusters Score -2.66442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 215343 members 
Entering Unmasked Estep 
Score: -26644186.000000 Penalty: 6100.919922
	Iteration 50Q: 3 clusters Score -2.664419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 215356 members 
Entering Unmasked Estep 
Score: -26644194.000000 Penalty: 6100.919922
	Iteration 51Q: 3 clusters Score -2.664419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 215373 members 
Entering Unmasked Estep 
Score: -26644220.000000 Penalty: 6100.919922
	Iteration 52Q: 3 clusters Score -2.664422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 215385 members 
Entering Unmasked Estep 
Score: -26644222.000000 Penalty: 6100.919922
	Iteration 53Q: 3 clusters Score -2.664422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 215391 members 
Entering Unmasked Estep 
Score: -26644236.000000 Penalty: 6100.919922
	Iteration 54Q: 3 clusters Score -2.664424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 215399 members 
Entering Unmasked Estep 
Score: -26644256.000000 Penalty: 6100.919922
	Iteration 55Q: 3 clusters Score -2.664426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 215404 members 
Entering Unmasked Estep 
Score: -26644228.000000 Penalty: 6100.919922
	Iteration 56Q: 3 clusters Score -2.664423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 215406 members 
Entering Unmasked Estep 
Score: -26644234.000000 Penalty: 6100.919922
	Iteration 57Q: 3 clusters Score -2.664423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 215410 members 
Entering Unmasked Estep 
Score: -26644236.000000 Penalty: 6100.919922
	Iteration 58Q: 3 clusters Score -2.664424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 215420 members 
Entering Unmasked Estep 
Score: -26644240.000000 Penalty: 6100.919922
	Iteration 59Q: 3 clusters Score -2.664424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 215432 members 
Entering Unmasked Estep 
Score: -26644228.000000 Penalty: 6100.919922
	Iteration 60F: 3 clusters Score -2.664423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 215442 members 
Entering Unmasked Estep 
Score: -26644262.000000 Penalty: 6100.919922
	Iteration 61Q: 3 clusters Score -2.664426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 215451 members 
Entering Unmasked Estep 
Score: -26644256.000000 Penalty: 6100.919922
	Iteration 62Q: 3 clusters Score -2.664426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 215462 members 
Entering Unmasked Estep 
Score: -26644254.000000 Penalty: 6100.919922
	Iteration 63Q: 3 clusters Score -2.664425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 215467 members 
Entering Unmasked Estep 
Score: -26644250.000000 Penalty: 6100.919922
	Iteration 64Q: 3 clusters Score -2.664425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 215474 members 
Entering Unmasked Estep 
Score: -26644238.000000 Penalty: 6100.919922
	Iteration 65Q: 3 clusters Score -2.664424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 215478 members 
Entering Unmasked Estep 
Score: -26644242.000000 Penalty: 6100.919922
	Iteration 66Q: 3 clusters Score -2.664424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 215484 members 
Entering Unmasked Estep 
Score: -26644252.000000 Penalty: 6100.919922
	Iteration 67Q: 3 clusters Score -2.664425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 215487 members 
Entering Unmasked Estep 
Score: -26644258.000000 Penalty: 6100.919922
	Iteration 68Q: 3 clusters Score -2.664426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 215494 members 
Entering Unmasked Estep 
Score: -26644244.000000 Penalty: 6100.919922
	Iteration 69Q: 3 clusters Score -2.664424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 215504 members 
Entering Unmasked Estep 
Score: -26644240.000000 Penalty: 6100.919922
	Iteration 70Q: 3 clusters Score -2.664424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 215515 members 
Entering Unmasked Estep 
Score: -26644240.000000 Penalty: 6100.919922
	Iteration 71Q: 3 clusters Score -2.664424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 215516 members 
Entering Unmasked Estep 
Score: -26644242.000000 Penalty: 6100.919922
	Iteration 72Q: 3 clusters Score -2.664424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 215520 members 
Entering Unmasked Estep 
Score: -26644244.000000 Penalty: 6100.919922
	Iteration 73Q: 3 clusters Score -2.664424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 215522 members 
Entering Unmasked Estep 
Score: -26644236.000000 Penalty: 6100.919922
	Iteration 74Q: 3 clusters Score -2.664424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 215527 members 
Entering Unmasked Estep 
Score: -26644208.000000 Penalty: 6100.919922
	Iteration 75Q: 3 clusters Score -2.664421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 215531 members 
Entering Unmasked Estep 
Score: -26644226.000000 Penalty: 6100.919922
	Iteration 76Q: 3 clusters Score -2.664423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 215539 members 
Entering Unmasked Estep 
Score: -26644228.000000 Penalty: 6100.919922
	Iteration 77Q: 3 clusters Score -2.664423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 215549 members 
Entering Unmasked Estep 
Score: -26644212.000000 Penalty: 6100.919922
	Iteration 78Q: 3 clusters Score -2.664421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 215564 members 
Entering Unmasked Estep 
Score: -26644210.000000 Penalty: 6100.919922
	Iteration 79Q: 3 clusters Score -2.664421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 215582 members 
Entering Unmasked Estep 
Score: -26644212.000000 Penalty: 6100.919922
	Iteration 80F: 3 clusters Score -2.664421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 215595 members 
Entering Unmasked Estep 
Score: -26644222.000000 Penalty: 6100.919922
	Iteration 81Q: 3 clusters Score -2.664422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 215603 members 
Entering Unmasked Estep 
Score: -26644230.000000 Penalty: 6100.919922
	Iteration 82Q: 3 clusters Score -2.664423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 215612 members 
Entering Unmasked Estep 
Score: -26644212.000000 Penalty: 6100.919922
	Iteration 83Q: 3 clusters Score -2.664421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 215623 members 
Entering Unmasked Estep 
Score: -26644194.000000 Penalty: 6100.919922
	Iteration 84Q: 3 clusters Score -2.664419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 215626 members 
Entering Unmasked Estep 
Score: -26644194.000000 Penalty: 6100.919922
	Iteration 85Q: 3 clusters Score -2.664419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 215632 members 
Entering Unmasked Estep 
Score: -26644206.000000 Penalty: 6100.919922
	Iteration 86Q: 3 clusters Score -2.664421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 215634 members 
Entering Unmasked Estep 
Score: -26644212.000000 Penalty: 6100.919922
	Iteration 87Q: 3 clusters Score -2.664421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 215639 members 
Entering Unmasked Estep 
Score: -26644214.000000 Penalty: 6100.919922
	Iteration 88Q: 3 clusters Score -2.664421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 215647 members 
Entering Unmasked Estep 
Score: -26644196.000000 Penalty: 6100.919922
	Iteration 89Q: 3 clusters Score -2.66442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 215659 members 
Entering Unmasked Estep 
Score: -26644194.000000 Penalty: 6100.919922
	Iteration 90Q: 3 clusters Score -2.664419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 215670 members 
Entering Unmasked Estep 
Score: -26644202.000000 Penalty: 6100.919922
	Iteration 91Q: 3 clusters Score -2.66442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 215681 members 
Entering Unmasked Estep 
Score: -26644200.000000 Penalty: 6100.919922
	Iteration 92Q: 3 clusters Score -2.66442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 215688 members 
Entering Unmasked Estep 
Score: -26644220.000000 Penalty: 6100.919922
	Iteration 93Q: 3 clusters Score -2.664422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 215691 members 
Entering Unmasked Estep 
Score: -26644208.000000 Penalty: 6100.919922
	Iteration 94Q: 3 clusters Score -2.664421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 215694 members 
Entering Unmasked Estep 
Score: -26644220.000000 Penalty: 6100.919922
	Iteration 95Q: 3 clusters Score -2.664422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 215701 members 
Entering Unmasked Estep 
Score: -26644194.000000 Penalty: 6100.919922
	Iteration 96Q: 3 clusters Score -2.664419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 215705 members 
Entering Unmasked Estep 
Score: -26644198.000000 Penalty: 6100.919922
	Iteration 97Q: 3 clusters Score -2.66442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 215713 members 
Entering Unmasked Estep 
Score: -26644204.000000 Penalty: 6100.919922
	Iteration 98Q: 3 clusters Score -2.66442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 215722 members 
Entering Unmasked Estep 
Score: -26644200.000000 Penalty: 6100.919922
	Iteration 99Q: 3 clusters Score -2.66442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 215731 members 
Entering Unmasked Estep 
Score: -26644212.000000 Penalty: 6100.919922
	Iteration 100F: 3 clusters Score -2.664421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 215741 members 
Entering Unmasked Estep 
Score: -26644222.000000 Penalty: 6100.919922
	Iteration 101Q: 3 clusters Score -2.664422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 215748 members 
Entering Unmasked Estep 
Score: -26644226.000000 Penalty: 6100.919922
	Iteration 102Q: 3 clusters Score -2.664423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 215753 members 
Entering Unmasked Estep 
Score: -26644220.000000 Penalty: 6100.919922
	Iteration 103Q: 3 clusters Score -2.664422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 215756 members 
Entering Unmasked Estep 
Score: -26644224.000000 Penalty: 6100.919922
	Iteration 104Q: 3 clusters Score -2.664422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 215758 members 
Entering Unmasked Estep 
Score: -26644222.000000 Penalty: 6100.919922
	Iteration 105Q: 3 clusters Score -2.664422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 215760 members 
Entering Unmasked Estep 
Score: -26644214.000000 Penalty: 6100.919922
	Iteration 106Q: 3 clusters Score -2.664421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 215766 members 
Entering Unmasked Estep 
Score: -26644210.000000 Penalty: 6100.919922
	Iteration 107Q: 3 clusters Score -2.664421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 215769 members 
Entering Unmasked Estep 
Score: -26644212.000000 Penalty: 6100.919922
	Iteration 108Q: 3 clusters Score -2.664421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 215774 members 
Entering Unmasked Estep 
Score: -26644198.000000 Penalty: 6100.919922
	Iteration 109Q: 3 clusters Score -2.66442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 215777 members 
Entering Unmasked Estep 
Score: -26644194.000000 Penalty: 6100.919922
	Iteration 110Q: 3 clusters Score -2.664419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 215786 members 
Entering Unmasked Estep 
Score: -26644210.000000 Penalty: 6100.919922
	Iteration 111Q: 3 clusters Score -2.664421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 215796 members 
Entering Unmasked Estep 
Score: -26644206.000000 Penalty: 6100.919922
	Iteration 112Q: 3 clusters Score -2.664421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 215808 members 
Entering Unmasked Estep 
Score: -26644200.000000 Penalty: 6100.919922
	Iteration 113Q: 3 clusters Score -2.66442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 215822 members 
Entering Unmasked Estep 
Score: -26644220.000000 Penalty: 6100.919922
	Iteration 114Q: 3 clusters Score -2.664422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 215836 members 
Entering Unmasked Estep 
Score: -26644220.000000 Penalty: 6100.919922
	Iteration 115Q: 3 clusters Score -2.664422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 215848 members 
Entering Unmasked Estep 
Score: -26644224.000000 Penalty: 6100.919922
	Iteration 116Q: 3 clusters Score -2.664422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 215857 members 
Entering Unmasked Estep 
Score: -26644214.000000 Penalty: 6100.919922
	Iteration 117Q: 3 clusters Score -2.664421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 215866 members 
Entering Unmasked Estep 
Score: -26644220.000000 Penalty: 6100.919922
	Iteration 118Q: 3 clusters Score -2.664422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 215873 members 
Entering Unmasked Estep 
Score: -26644210.000000 Penalty: 6100.919922
	Iteration 119Q: 3 clusters Score -2.664421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 215883 members 
Entering Unmasked Estep 
Score: -26644202.000000 Penalty: 6100.919922
	Iteration 120F: 3 clusters Score -2.66442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 215889 members 
Entering Unmasked Estep 
Score: -26644212.000000 Penalty: 6100.919922
	Iteration 121Q: 3 clusters Score -2.664421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 215897 members 
Entering Unmasked Estep 
Score: -26644200.000000 Penalty: 6100.919922
	Iteration 122Q: 3 clusters Score -2.66442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 215900 members 
Entering Unmasked Estep 
Score: -26644200.000000 Penalty: 6100.919922
	Iteration 123Q: 3 clusters Score -2.66442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 215904 members 
Entering Unmasked Estep 
Score: -26644188.000000 Penalty: 6100.919922
	Iteration 124Q: 3 clusters Score -2.664419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 215911 members 
Entering Unmasked Estep 
Score: -26644196.000000 Penalty: 6100.919922
	Iteration 125Q: 3 clusters Score -2.66442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 215915 members 
Entering Unmasked Estep 
Score: -26644176.000000 Penalty: 6100.919922
	Iteration 126Q: 3 clusters Score -2.664418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 215918 members 
Entering Unmasked Estep 
Score: -26644182.000000 Penalty: 6100.919922
	Iteration 127Q: 3 clusters Score -2.664418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 215920 members 
Entering Unmasked Estep 
Score: -26644190.000000 Penalty: 6100.919922
	Iteration 128Q: 3 clusters Score -2.664419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 215921 members 
Entering Unmasked Estep 
Score: -26644184.000000 Penalty: 6100.919922
	Iteration 129Q: 3 clusters Score -2.664418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 215922 members 
Entering Unmasked Estep 
Score: -26644184.000000 Penalty: 6100.919922
	Iteration 130Q: 3 clusters Score -2.664418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 215922 members 
Entering Unmasked Estep 
Score: -26644184.000000 Penalty: 6100.919922
	Iteration 131F: 3 clusters Score -2.664418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Entering Unmasked Estep 
Score: -499983.750000 Penalty: 2081.517578
	Iteration 0F: 2 clusters Score -499983.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -495813.218750 Penalty: 4163.035156
	Iteration 0F: 3 clusters Score -495813.2 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -496778.656250 Penalty: 4163.035156
	Iteration 1F: 3 clusters Score -496778.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -497050.125000 Penalty: 4163.035156
	Iteration 2F: 3 clusters Score -497050.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -497282.312500 Penalty: 4163.035156
	Iteration 3F: 3 clusters Score -497282.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -497474.437500 Penalty: 4163.035156
	Iteration 4F: 3 clusters Score -497474.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -497657.187500 Penalty: 4163.035156
	Iteration 5Q: 3 clusters Score -497657.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -497855.375000 Penalty: 4163.035156
	Iteration 6Q: 3 clusters Score -497855.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -498055.718750 Penalty: 4163.035156
	Iteration 7Q: 3 clusters Score -498055.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -498303.781250 Penalty: 4163.035156
	Iteration 8F: 3 clusters Score -498303.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -498608.031250 Penalty: 4163.035156
	Iteration 9F: 3 clusters Score -498608 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -498851.343750 Penalty: 4163.035156
	Iteration 10Q: 3 clusters Score -498851.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -499021.406250 Penalty: 4163.035156
	Iteration 11Q: 3 clusters Score -499021.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -499121.812500 Penalty: 4163.035156
	Iteration 12Q: 3 clusters Score -499121.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -499183.093750 Penalty: 4163.035156
	Iteration 13Q: 3 clusters Score -499183.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -499217.031250 Penalty: 4163.035156
	Iteration 14Q: 3 clusters Score -499217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -499240.312500 Penalty: 4163.035156
	Iteration 15Q: 3 clusters Score -499240.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -499260.625000 Penalty: 4163.035156
	Iteration 16Q: 3 clusters Score -499260.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -499266.531250 Penalty: 4163.035156
	Iteration 17Q: 3 clusters Score -499266.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -499269.031250 Penalty: 4163.035156
	Iteration 18Q: 3 clusters Score -499269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -499269.468750 Penalty: 4163.035156
	Iteration 19Q: 3 clusters Score -499269.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -499268.906250 Penalty: 4163.035156
	Iteration 20F: 3 clusters Score -499268.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Entering Unmasked Estep 
Score: -481054.125000 Penalty: 2076.870117
	Iteration 0F: 2 clusters Score -481054.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -477060.531250 Penalty: 4153.740234
	Iteration 0F: 3 clusters Score -477060.5 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -478202.343750 Penalty: 4153.740234
	Iteration 1F: 3 clusters Score -478202.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -478569.593750 Penalty: 4153.740234
	Iteration 2F: 3 clusters Score -478569.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -478907.125000 Penalty: 4153.740234
	Iteration 3F: 3 clusters Score -478907.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -479192.125000 Penalty: 4153.740234
	Iteration 4F: 3 clusters Score -479192.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -479411.656250 Penalty: 4153.740234
	Iteration 5F: 3 clusters Score -479411.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -479634.406250 Penalty: 4153.740234
	Iteration 6Q: 3 clusters Score -479634.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -480079.875000 Penalty: 4153.740234
	Iteration 7F: 3 clusters Score -480079.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -480631.437500 Penalty: 4153.740234
	Iteration 8F: 3 clusters Score -480631.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -481054.187500 Penalty: 4153.740234
	Iteration 9F: 3 clusters Score -481054.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -481449.000000 Penalty: 4153.740234
	Iteration 10F: 3 clusters Score -481449 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -481893.750000 Penalty: 4153.740234
	Iteration 11F: 3 clusters Score -481893.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -482419.031250 Penalty: 4153.740234
	Iteration 12Q: 3 clusters Score -482419 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -482849.843750 Penalty: 4153.740234
	Iteration 13Q: 3 clusters Score -482849.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -482989.687500 Penalty: 4153.740234
	Iteration 14Q: 3 clusters Score -482989.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -483048.468750 Penalty: 4153.740234
	Iteration 15Q: 3 clusters Score -483048.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -483072.812500 Penalty: 4153.740234
	Iteration 16Q: 3 clusters Score -483072.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -483085.343750 Penalty: 4153.740234
	Iteration 17Q: 3 clusters Score -483085.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -483091.468750 Penalty: 4153.740234
	Iteration 18Q: 3 clusters Score -483091.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -483092.156250 Penalty: 4153.740234
	Iteration 19Q: 3 clusters Score -483092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -483093.000000 Penalty: 4153.740234
	Iteration 20F: 3 clusters Score -483093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -483094.781250 Penalty: 4153.740234
	Iteration 21Q: 3 clusters Score -483094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -483095.000000 Penalty: 4153.740234
	Iteration 22Q: 3 clusters Score -483095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -483095.187500 Penalty: 4153.740234
	Iteration 23Q: 3 clusters Score -483095.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -483095.843750 Penalty: 4153.740234
	Iteration 24Q: 3 clusters Score -483095.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -483095.843750 Penalty: 4153.740234
	Iteration 25F: 3 clusters Score -483095.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 70794 members 
Mstep: Class 4 contains 576 members 
Mstep: Class 6 contains 45185 members 
Mstep: Class 7 contains 337 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 604 members 
Mstep: Class 10 contains 133483 members 
Mstep: Class 12 contains 2715 members 
Mstep: Class 16 contains 11655 members 
Mstep: Class 17 contains 219749 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 20 contains 3759 members 
Mstep: Class 22 contains 28330 members 
Mstep: Class 23 contains 286831 members 
Mstep: Class 24 contains 62288 members 
Entering Unmasked Estep 
Score: -104264888.000000 Penalty: 57676.941406
Splitting cluster 20 changes total score from -104263968.000000 to -104264888.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 22 (28330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Entering Unmasked Estep 
Score: -3496459.000000 Penalty: 2542.415771
	Iteration 0F: 2 clusters Score -3496459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3476954.500000 Penalty: 5084.831543
	Iteration 0F: 3 clusters Score -3476954 nChanged 12834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3483786.750000 Penalty: 5084.831543
	Iteration 1F: 3 clusters Score -3483787 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3484312.500000 Penalty: 5084.831543
	Iteration 2Q: 3 clusters Score -3484312 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -3484843.750000 Penalty: 5084.831543
	Iteration 3Q: 3 clusters Score -3484844 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3485558.000000 Penalty: 5084.831543
	Iteration 4F: 3 clusters Score -3485558 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -3486465.750000 Penalty: 5084.831543
	Iteration 5F: 3 clusters Score -3486466 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3487709.000000 Penalty: 5084.831543
	Iteration 6F: 3 clusters Score -3487709 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -3489279.250000 Penalty: 5084.831543
	Iteration 7F: 3 clusters Score -3489279 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -3490942.500000 Penalty: 5084.831543
	Iteration 8F: 3 clusters Score -3490942 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3492366.750000 Penalty: 5084.831543
	Iteration 9F: 3 clusters Score -3492367 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -3493145.750000 Penalty: 5084.831543
	Iteration 10Q: 3 clusters Score -3493146 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -3493453.000000 Penalty: 5084.831543
	Iteration 11Q: 3 clusters Score -3493453 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3493606.750000 Penalty: 5084.831543
	Iteration 12Q: 3 clusters Score -3493607 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -3493684.250000 Penalty: 5084.831543
	Iteration 13Q: 3 clusters Score -3493684 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -3493762.250000 Penalty: 5084.831543
	Iteration 14Q: 3 clusters Score -3493762 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3493823.500000 Penalty: 5084.831543
	Iteration 15Q: 3 clusters Score -3493824 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3493879.000000 Penalty: 5084.831543
	Iteration 16Q: 3 clusters Score -3493879 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3493926.500000 Penalty: 5084.831543
	Iteration 17Q: 3 clusters Score -3493926 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -3493966.500000 Penalty: 5084.831543
	Iteration 18Q: 3 clusters Score -3493966 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -3493996.500000 Penalty: 5084.831543
	Iteration 19Q: 3 clusters Score -3493996 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3494027.750000 Penalty: 5084.831543
	Iteration 20F: 3 clusters Score -3494028 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3494064.500000 Penalty: 5084.831543
	Iteration 21Q: 3 clusters Score -3494064 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3494083.250000 Penalty: 5084.831543
	Iteration 22Q: 3 clusters Score -3494083 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3494100.000000 Penalty: 5084.831543
	Iteration 23Q: 3 clusters Score -3494100 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -3494132.500000 Penalty: 5084.831543
	Iteration 24Q: 3 clusters Score -3494132 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3494162.250000 Penalty: 5084.831543
	Iteration 25Q: 3 clusters Score -3494162 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3494189.000000 Penalty: 5084.831543
	Iteration 26Q: 3 clusters Score -3494189 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -3494201.500000 Penalty: 5084.831543
	Iteration 27Q: 3 clusters Score -3494202 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -3494209.000000 Penalty: 5084.831543
	Iteration 28Q: 3 clusters Score -3494209 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -3494233.000000 Penalty: 5084.831543
	Iteration 29Q: 3 clusters Score -3494233 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3494243.250000 Penalty: 5084.831543
	Iteration 30Q: 3 clusters Score -3494243 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -3494251.750000 Penalty: 5084.831543
	Iteration 31Q: 3 clusters Score -3494252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3494276.000000 Penalty: 5084.831543
	Iteration 32Q: 3 clusters Score -3494276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -3494287.000000 Penalty: 5084.831543
	Iteration 33Q: 3 clusters Score -3494287 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3494279.750000 Penalty: 5084.831543
	Iteration 34Q: 3 clusters Score -3494280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3494291.000000 Penalty: 5084.831543
	Iteration 35Q: 3 clusters Score -3494291 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3494292.000000 Penalty: 5084.831543
	Iteration 36Q: 3 clusters Score -3494292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3494303.750000 Penalty: 5084.831543
	Iteration 37Q: 3 clusters Score -3494304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -3494317.000000 Penalty: 5084.831543
	Iteration 38Q: 3 clusters Score -3494317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -3494321.250000 Penalty: 5084.831543
	Iteration 39Q: 3 clusters Score -3494321 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -3494327.000000 Penalty: 5084.831543
	Iteration 40F: 3 clusters Score -3494327 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -3494342.000000 Penalty: 5084.831543
	Iteration 41Q: 3 clusters Score -3494342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3494347.000000 Penalty: 5084.831543
	Iteration 42Q: 3 clusters Score -3494347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3494351.250000 Penalty: 5084.831543
	Iteration 43Q: 3 clusters Score -3494351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -3494367.000000 Penalty: 5084.831543
	Iteration 44Q: 3 clusters Score -3494367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3494379.750000 Penalty: 5084.831543
	Iteration 45Q: 3 clusters Score -3494380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -3494374.750000 Penalty: 5084.831543
	Iteration 46Q: 3 clusters Score -3494375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -3494388.250000 Penalty: 5084.831543
	Iteration 47Q: 3 clusters Score -3494388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -3494403.500000 Penalty: 5084.831543
	Iteration 48Q: 3 clusters Score -3494404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -3494403.500000 Penalty: 5084.831543
	Iteration 49Q: 3 clusters Score -3494404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3494412.250000 Penalty: 5084.831543
	Iteration 50Q: 3 clusters Score -3494412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3494426.000000 Penalty: 5084.831543
	Iteration 51Q: 3 clusters Score -3494426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -3494439.250000 Penalty: 5084.831543
	Iteration 52Q: 3 clusters Score -3494439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3494433.750000 Penalty: 5084.831543
	Iteration 53Q: 3 clusters Score -3494434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -3494434.750000 Penalty: 5084.831543
	Iteration 54Q: 3 clusters Score -3494435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -3494431.500000 Penalty: 5084.831543
	Iteration 55Q: 3 clusters Score -3494432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -3494430.000000 Penalty: 5084.831543
	Iteration 56Q: 3 clusters Score -3494430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3494431.500000 Penalty: 5084.831543
	Iteration 57Q: 3 clusters Score -3494432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -3494438.750000 Penalty: 5084.831543
	Iteration 58Q: 3 clusters Score -3494439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -3494443.500000 Penalty: 5084.831543
	Iteration 59Q: 3 clusters Score -3494444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -3494441.750000 Penalty: 5084.831543
	Iteration 60F: 3 clusters Score -3494442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3494450.000000 Penalty: 5084.831543
	Iteration 61Q: 3 clusters Score -3494450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3494453.250000 Penalty: 5084.831543
	Iteration 62Q: 3 clusters Score -3494453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3494458.750000 Penalty: 5084.831543
	Iteration 63Q: 3 clusters Score -3494459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -3494458.000000 Penalty: 5084.831543
	Iteration 64Q: 3 clusters Score -3494458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3494457.250000 Penalty: 5084.831543
	Iteration 65Q: 3 clusters Score -3494457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -3494462.500000 Penalty: 5084.831543
	Iteration 66Q: 3 clusters Score -3494462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -3494464.000000 Penalty: 5084.831543
	Iteration 67Q: 3 clusters Score -3494464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -3494462.750000 Penalty: 5084.831543
	Iteration 68Q: 3 clusters Score -3494463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -3494464.250000 Penalty: 5084.831543
	Iteration 69Q: 3 clusters Score -3494464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -3494469.000000 Penalty: 5084.831543
	Iteration 70Q: 3 clusters Score -3494469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -3494466.750000 Penalty: 5084.831543
	Iteration 71Q: 3 clusters Score -3494467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -3494465.500000 Penalty: 5084.831543
	Iteration 72Q: 3 clusters Score -3494466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3494469.000000 Penalty: 5084.831543
	Iteration 73Q: 3 clusters Score -3494469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -3494468.500000 Penalty: 5084.831543
	Iteration 74Q: 3 clusters Score -3494468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -3494468.500000 Penalty: 5084.831543
	Iteration 75Q: 3 clusters Score -3494468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -3494473.250000 Penalty: 5084.831543
	Iteration 76Q: 3 clusters Score -3494473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -3494473.250000 Penalty: 5084.831543
	Iteration 77F: 3 clusters Score -3494473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (286831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286831 members 
Entering Unmasked Estep 
Score: -34747824.000000 Penalty: 3116.528809
	Iteration 0F: 2 clusters Score -3.474782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142974 members 
Mstep: Class 2 contains 143857 members 
Entering Unmasked Estep 
Score: -34574700.000000 Penalty: 6233.057617
	Iteration 0F: 3 clusters Score -3.45747e+07 nChanged 138736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133882 members 
Mstep: Class 2 contains 152949 members 
Entering Unmasked Estep 
Score: -34656796.000000 Penalty: 6233.057617
	Iteration 1F: 3 clusters Score -3.46568e+07 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128359 members 
Mstep: Class 2 contains 158472 members 
Entering Unmasked Estep 
Score: -34659636.000000 Penalty: 6233.057617
	Iteration 2Q: 3 clusters Score -3.465964e+07 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120599 members 
Mstep: Class 2 contains 166232 members 
Entering Unmasked Estep 
Score: -34663964.000000 Penalty: 6233.057617
	Iteration 3Q: 3 clusters Score -3.466396e+07 nChanged 14188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110141 members 
Mstep: Class 2 contains 176690 members 
Entering Unmasked Estep 
Score: -34671708.000000 Penalty: 6233.057617
	Iteration 4Q: 3 clusters Score -3.467171e+07 nChanged 17098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97595 members 
Mstep: Class 2 contains 189236 members 
Entering Unmasked Estep 
Score: -34683400.000000 Penalty: 6233.057617
	Iteration 5F: 3 clusters Score -3.46834e+07 nChanged 19046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84385 members 
Mstep: Class 2 contains 202446 members 
Entering Unmasked Estep 
Score: -34697552.000000 Penalty: 6233.057617
	Iteration 6F: 3 clusters Score -3.469755e+07 nChanged 18808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 213056 members 
Entering Unmasked Estep 
Score: -34710368.000000 Penalty: 6233.057617
	Iteration 7F: 3 clusters Score -3.471037e+07 nChanged 16415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 219197 members 
Entering Unmasked Estep 
Score: -34720180.000000 Penalty: 6233.057617
	Iteration 8F: 3 clusters Score -3.472018e+07 nChanged 12646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65000 members 
Mstep: Class 2 contains 221831 members 
Entering Unmasked Estep 
Score: -34725728.000000 Penalty: 6233.057617
	Iteration 9Q: 3 clusters Score -3.472573e+07 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 223141 members 
Entering Unmasked Estep 
Score: -34727868.000000 Penalty: 6233.057617
	Iteration 10Q: 3 clusters Score -3.472787e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 223912 members 
Entering Unmasked Estep 
Score: -34728484.000000 Penalty: 6233.057617
	Iteration 11Q: 3 clusters Score -3.472848e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 224562 members 
Entering Unmasked Estep 
Score: -34728680.000000 Penalty: 6233.057617
	Iteration 12Q: 3 clusters Score -3.472868e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 225101 members 
Entering Unmasked Estep 
Score: -34728916.000000 Penalty: 6233.057617
	Iteration 13Q: 3 clusters Score -3.472892e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61282 members 
Mstep: Class 2 contains 225549 members 
Entering Unmasked Estep 
Score: -34728984.000000 Penalty: 6233.057617
	Iteration 14Q: 3 clusters Score -3.472898e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60935 members 
Mstep: Class 2 contains 225896 members 
Entering Unmasked Estep 
Score: -34729220.000000 Penalty: 6233.057617
	Iteration 15Q: 3 clusters Score -3.472922e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60639 members 
Mstep: Class 2 contains 226192 members 
Entering Unmasked Estep 
Score: -34729488.000000 Penalty: 6233.057617
	Iteration 16Q: 3 clusters Score -3.472949e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60454 members 
Mstep: Class 2 contains 226377 members 
Entering Unmasked Estep 
Score: -34729904.000000 Penalty: 6233.057617
	Iteration 17Q: 3 clusters Score -3.47299e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 226524 members 
Entering Unmasked Estep 
Score: -34730084.000000 Penalty: 6233.057617
	Iteration 18Q: 3 clusters Score -3.473008e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60221 members 
Mstep: Class 2 contains 226610 members 
Entering Unmasked Estep 
Score: -34730232.000000 Penalty: 6233.057617
	Iteration 19Q: 3 clusters Score -3.473023e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 226598 members 
Entering Unmasked Estep 
Score: -34730284.000000 Penalty: 6233.057617
	Iteration 20F: 3 clusters Score -3.473028e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 226583 members 
Entering Unmasked Estep 
Score: -34730324.000000 Penalty: 6233.057617
	Iteration 21Q: 3 clusters Score -3.473032e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 226464 members 
Entering Unmasked Estep 
Score: -34730220.000000 Penalty: 6233.057617
	Iteration 22Q: 3 clusters Score -3.473022e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 226310 members 
Entering Unmasked Estep 
Score: -34730316.000000 Penalty: 6233.057617
	Iteration 23Q: 3 clusters Score -3.473032e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 226168 members 
Entering Unmasked Estep 
Score: -34730428.000000 Penalty: 6233.057617
	Iteration 24Q: 3 clusters Score -3.473043e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 225982 members 
Entering Unmasked Estep 
Score: -34730596.000000 Penalty: 6233.057617
	Iteration 25Q: 3 clusters Score -3.47306e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61087 members 
Mstep: Class 2 contains 225744 members 
Entering Unmasked Estep 
Score: -34730772.000000 Penalty: 6233.057617
	Iteration 26Q: 3 clusters Score -3.473077e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61302 members 
Mstep: Class 2 contains 225529 members 
Entering Unmasked Estep 
Score: -34730876.000000 Penalty: 6233.057617
	Iteration 27Q: 3 clusters Score -3.473088e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 225289 members 
Entering Unmasked Estep 
Score: -34731028.000000 Penalty: 6233.057617
	Iteration 28Q: 3 clusters Score -3.473103e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61750 members 
Mstep: Class 2 contains 225081 members 
Entering Unmasked Estep 
Score: -34731148.000000 Penalty: 6233.057617
	Iteration 29Q: 3 clusters Score -3.473115e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62017 members 
Mstep: Class 2 contains 224814 members 
Entering Unmasked Estep 
Score: -34731332.000000 Penalty: 6233.057617
	Iteration 30Q: 3 clusters Score -3.473133e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 224537 members 
Entering Unmasked Estep 
Score: -34731424.000000 Penalty: 6233.057617
	Iteration 31Q: 3 clusters Score -3.473142e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 224274 members 
Entering Unmasked Estep 
Score: -34731536.000000 Penalty: 6233.057617
	Iteration 32Q: 3 clusters Score -3.473154e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 223981 members 
Entering Unmasked Estep 
Score: -34731668.000000 Penalty: 6233.057617
	Iteration 33Q: 3 clusters Score -3.473167e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63120 members 
Mstep: Class 2 contains 223711 members 
Entering Unmasked Estep 
Score: -34731740.000000 Penalty: 6233.057617
	Iteration 34Q: 3 clusters Score -3.473174e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63423 members 
Mstep: Class 2 contains 223408 members 
Entering Unmasked Estep 
Score: -34731700.000000 Penalty: 6233.057617
	Iteration 35Q: 3 clusters Score -3.47317e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Mstep: Class 2 contains 223087 members 
Entering Unmasked Estep 
Score: -34731756.000000 Penalty: 6233.057617
	Iteration 36Q: 3 clusters Score -3.473176e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 222784 members 
Entering Unmasked Estep 
Score: -34731844.000000 Penalty: 6233.057617
	Iteration 37Q: 3 clusters Score -3.473184e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 222487 members 
Entering Unmasked Estep 
Score: -34731864.000000 Penalty: 6233.057617
	Iteration 38Q: 3 clusters Score -3.473186e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 222193 members 
Entering Unmasked Estep 
Score: -34731796.000000 Penalty: 6233.057617
	Iteration 39Q: 3 clusters Score -3.47318e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 221908 members 
Entering Unmasked Estep 
Score: -34731916.000000 Penalty: 6233.057617
	Iteration 40F: 3 clusters Score -3.473192e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65226 members 
Mstep: Class 2 contains 221605 members 
Entering Unmasked Estep 
Score: -34731980.000000 Penalty: 6233.057617
	Iteration 41Q: 3 clusters Score -3.473198e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65541 members 
Mstep: Class 2 contains 221290 members 
Entering Unmasked Estep 
Score: -34731996.000000 Penalty: 6233.057617
	Iteration 42Q: 3 clusters Score -3.4732e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65809 members 
Mstep: Class 2 contains 221022 members 
Entering Unmasked Estep 
Score: -34732028.000000 Penalty: 6233.057617
	Iteration 43Q: 3 clusters Score -3.473203e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66079 members 
Mstep: Class 2 contains 220752 members 
Entering Unmasked Estep 
Score: -34732000.000000 Penalty: 6233.057617
	Iteration 44Q: 3 clusters Score -3.4732e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 220527 members 
Entering Unmasked Estep 
Score: -34732124.000000 Penalty: 6233.057617
	Iteration 45Q: 3 clusters Score -3.473212e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66511 members 
Mstep: Class 2 contains 220320 members 
Entering Unmasked Estep 
Score: -34732164.000000 Penalty: 6233.057617
	Iteration 46Q: 3 clusters Score -3.473216e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 220105 members 
Entering Unmasked Estep 
Score: -34732204.000000 Penalty: 6233.057617
	Iteration 47Q: 3 clusters Score -3.47322e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66914 members 
Mstep: Class 2 contains 219917 members 
Entering Unmasked Estep 
Score: -34732244.000000 Penalty: 6233.057617
	Iteration 48Q: 3 clusters Score -3.473224e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 219784 members 
Entering Unmasked Estep 
Score: -34732244.000000 Penalty: 6233.057617
	Iteration 49Q: 3 clusters Score -3.473224e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 219597 members 
Entering Unmasked Estep 
Score: -34732364.000000 Penalty: 6233.057617
	Iteration 50Q: 3 clusters Score -3.473236e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 219472 members 
Entering Unmasked Estep 
Score: -34732404.000000 Penalty: 6233.057617
	Iteration 51Q: 3 clusters Score -3.47324e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 219346 members 
Entering Unmasked Estep 
Score: -34732428.000000 Penalty: 6233.057617
	Iteration 52Q: 3 clusters Score -3.473243e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 219223 members 
Entering Unmasked Estep 
Score: -34732532.000000 Penalty: 6233.057617
	Iteration 53Q: 3 clusters Score -3.473253e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 219115 members 
Entering Unmasked Estep 
Score: -34732596.000000 Penalty: 6233.057617
	Iteration 54Q: 3 clusters Score -3.47326e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67816 members 
Mstep: Class 2 contains 219015 members 
Entering Unmasked Estep 
Score: -34732648.000000 Penalty: 6233.057617
	Iteration 55Q: 3 clusters Score -3.473265e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 218878 members 
Entering Unmasked Estep 
Score: -34732716.000000 Penalty: 6233.057617
	Iteration 56Q: 3 clusters Score -3.473272e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68058 members 
Mstep: Class 2 contains 218773 members 
Entering Unmasked Estep 
Score: -34732752.000000 Penalty: 6233.057617
	Iteration 57Q: 3 clusters Score -3.473275e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68166 members 
Mstep: Class 2 contains 218665 members 
Entering Unmasked Estep 
Score: -34732876.000000 Penalty: 6233.057617
	Iteration 58Q: 3 clusters Score -3.473288e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68257 members 
Mstep: Class 2 contains 218574 members 
Entering Unmasked Estep 
Score: -34732996.000000 Penalty: 6233.057617
	Iteration 59Q: 3 clusters Score -3.4733e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 218459 members 
Entering Unmasked Estep 
Score: -34733068.000000 Penalty: 6233.057617
	Iteration 60F: 3 clusters Score -3.473307e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 218371 members 
Entering Unmasked Estep 
Score: -34733124.000000 Penalty: 6233.057617
	Iteration 61Q: 3 clusters Score -3.473312e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68536 members 
Mstep: Class 2 contains 218295 members 
Entering Unmasked Estep 
Score: -34733152.000000 Penalty: 6233.057617
	Iteration 62Q: 3 clusters Score -3.473315e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 218223 members 
Entering Unmasked Estep 
Score: -34733260.000000 Penalty: 6233.057617
	Iteration 63Q: 3 clusters Score -3.473326e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68634 members 
Mstep: Class 2 contains 218197 members 
Entering Unmasked Estep 
Score: -34733208.000000 Penalty: 6233.057617
	Iteration 64Q: 3 clusters Score -3.473321e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68650 members 
Mstep: Class 2 contains 218181 members 
Entering Unmasked Estep 
Score: -34733324.000000 Penalty: 6233.057617
	Iteration 65Q: 3 clusters Score -3.473332e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 218149 members 
Entering Unmasked Estep 
Score: -34733416.000000 Penalty: 6233.057617
	Iteration 66Q: 3 clusters Score -3.473342e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68703 members 
Mstep: Class 2 contains 218128 members 
Entering Unmasked Estep 
Score: -34733420.000000 Penalty: 6233.057617
	Iteration 67Q: 3 clusters Score -3.473342e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 218056 members 
Entering Unmasked Estep 
Score: -34733416.000000 Penalty: 6233.057617
	Iteration 68Q: 3 clusters Score -3.473342e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68848 members 
Mstep: Class 2 contains 217983 members 
Entering Unmasked Estep 
Score: -34733512.000000 Penalty: 6233.057617
	Iteration 69Q: 3 clusters Score -3.473351e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68897 members 
Mstep: Class 2 contains 217934 members 
Entering Unmasked Estep 
Score: -34733584.000000 Penalty: 6233.057617
	Iteration 70Q: 3 clusters Score -3.473358e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68946 members 
Mstep: Class 2 contains 217885 members 
Entering Unmasked Estep 
Score: -34733644.000000 Penalty: 6233.057617
	Iteration 71Q: 3 clusters Score -3.473364e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68969 members 
Mstep: Class 2 contains 217862 members 
Entering Unmasked Estep 
Score: -34733676.000000 Penalty: 6233.057617
	Iteration 72Q: 3 clusters Score -3.473368e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 217861 members 
Entering Unmasked Estep 
Score: -34733728.000000 Penalty: 6233.057617
	Iteration 73Q: 3 clusters Score -3.473373e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68968 members 
Mstep: Class 2 contains 217863 members 
Entering Unmasked Estep 
Score: -34733768.000000 Penalty: 6233.057617
	Iteration 74Q: 3 clusters Score -3.473377e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 217886 members 
Entering Unmasked Estep 
Score: -34733788.000000 Penalty: 6233.057617
	Iteration 75Q: 3 clusters Score -3.473379e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68933 members 
Mstep: Class 2 contains 217898 members 
Entering Unmasked Estep 
Score: -34733876.000000 Penalty: 6233.057617
	Iteration 76Q: 3 clusters Score -3.473388e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 217908 members 
Entering Unmasked Estep 
Score: -34733960.000000 Penalty: 6233.057617
	Iteration 77Q: 3 clusters Score -3.473396e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68907 members 
Mstep: Class 2 contains 217924 members 
Entering Unmasked Estep 
Score: -34734076.000000 Penalty: 6233.057617
	Iteration 78Q: 3 clusters Score -3.473408e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 217926 members 
Entering Unmasked Estep 
Score: -34734124.000000 Penalty: 6233.057617
	Iteration 79Q: 3 clusters Score -3.473412e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68917 members 
Mstep: Class 2 contains 217914 members 
Entering Unmasked Estep 
Score: -34734128.000000 Penalty: 6233.057617
	Iteration 80F: 3 clusters Score -3.473413e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 217919 members 
Entering Unmasked Estep 
Score: -34734132.000000 Penalty: 6233.057617
	Iteration 81Q: 3 clusters Score -3.473413e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68896 members 
Mstep: Class 2 contains 217935 members 
Entering Unmasked Estep 
Score: -34734200.000000 Penalty: 6233.057617
	Iteration 82Q: 3 clusters Score -3.47342e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68880 members 
Mstep: Class 2 contains 217951 members 
Entering Unmasked Estep 
Score: -34734288.000000 Penalty: 6233.057617
	Iteration 83Q: 3 clusters Score -3.473429e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 217974 members 
Entering Unmasked Estep 
Score: -34734440.000000 Penalty: 6233.057617
	Iteration 84Q: 3 clusters Score -3.473444e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68848 members 
Mstep: Class 2 contains 217983 members 
Entering Unmasked Estep 
Score: -34734576.000000 Penalty: 6233.057617
	Iteration 85Q: 3 clusters Score -3.473458e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 218004 members 
Entering Unmasked Estep 
Score: -34734688.000000 Penalty: 6233.057617
	Iteration 86Q: 3 clusters Score -3.473469e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 218015 members 
Entering Unmasked Estep 
Score: -34734708.000000 Penalty: 6233.057617
	Iteration 87Q: 3 clusters Score -3.473471e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 218033 members 
Entering Unmasked Estep 
Score: -34734768.000000 Penalty: 6233.057617
	Iteration 88Q: 3 clusters Score -3.473477e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 218034 members 
Entering Unmasked Estep 
Score: -34734872.000000 Penalty: 6233.057617
	Iteration 89Q: 3 clusters Score -3.473487e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68805 members 
Mstep: Class 2 contains 218026 members 
Entering Unmasked Estep 
Score: -34734944.000000 Penalty: 6233.057617
	Iteration 90Q: 3 clusters Score -3.473494e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68848 members 
Mstep: Class 2 contains 217983 members 
Entering Unmasked Estep 
Score: -34734968.000000 Penalty: 6233.057617
	Iteration 91Q: 3 clusters Score -3.473497e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68874 members 
Mstep: Class 2 contains 217957 members 
Entering Unmasked Estep 
Score: -34735056.000000 Penalty: 6233.057617
	Iteration 92Q: 3 clusters Score -3.473506e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68901 members 
Mstep: Class 2 contains 217930 members 
Entering Unmasked Estep 
Score: -34735020.000000 Penalty: 6233.057617
	Iteration 93Q: 3 clusters Score -3.473502e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68926 members 
Mstep: Class 2 contains 217905 members 
Entering Unmasked Estep 
Score: -34735180.000000 Penalty: 6233.057617
	Iteration 94Q: 3 clusters Score -3.473518e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 217891 members 
Entering Unmasked Estep 
Score: -34735228.000000 Penalty: 6233.057617
	Iteration 95Q: 3 clusters Score -3.473523e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68929 members 
Mstep: Class 2 contains 217902 members 
Entering Unmasked Estep 
Score: -34735308.000000 Penalty: 6233.057617
	Iteration 96Q: 3 clusters Score -3.473531e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68901 members 
Mstep: Class 2 contains 217930 members 
Entering Unmasked Estep 
Score: -34735368.000000 Penalty: 6233.057617
	Iteration 97Q: 3 clusters Score -3.473537e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68876 members 
Mstep: Class 2 contains 217955 members 
Entering Unmasked Estep 
Score: -34735420.000000 Penalty: 6233.057617
	Iteration 98Q: 3 clusters Score -3.473542e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68828 members 
Mstep: Class 2 contains 218003 members 
Entering Unmasked Estep 
Score: -34735440.000000 Penalty: 6233.057617
	Iteration 99Q: 3 clusters Score -3.473544e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68757 members 
Mstep: Class 2 contains 218074 members 
Entering Unmasked Estep 
Score: -34735544.000000 Penalty: 6233.057617
	Iteration 100F: 3 clusters Score -3.473554e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Mstep: Class 2 contains 218186 members 
Entering Unmasked Estep 
Score: -34735588.000000 Penalty: 6233.057617
	Iteration 101Q: 3 clusters Score -3.473559e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 218316 members 
Entering Unmasked Estep 
Score: -34735632.000000 Penalty: 6233.057617
	Iteration 102Q: 3 clusters Score -3.473563e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68379 members 
Mstep: Class 2 contains 218452 members 
Entering Unmasked Estep 
Score: -34735708.000000 Penalty: 6233.057617
	Iteration 103Q: 3 clusters Score -3.473571e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68204 members 
Mstep: Class 2 contains 218627 members 
Entering Unmasked Estep 
Score: -34735768.000000 Penalty: 6233.057617
	Iteration 104Q: 3 clusters Score -3.473577e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 218819 members 
Entering Unmasked Estep 
Score: -34735852.000000 Penalty: 6233.057617
	Iteration 105Q: 3 clusters Score -3.473585e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67801 members 
Mstep: Class 2 contains 219030 members 
Entering Unmasked Estep 
Score: -34735876.000000 Penalty: 6233.057617
	Iteration 106Q: 3 clusters Score -3.473588e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 219254 members 
Entering Unmasked Estep 
Score: -34735864.000000 Penalty: 6233.057617
	Iteration 107Q: 3 clusters Score -3.473586e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 219495 members 
Entering Unmasked Estep 
Score: -34735944.000000 Penalty: 6233.057617
	Iteration 108Q: 3 clusters Score -3.473594e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 219720 members 
Entering Unmasked Estep 
Score: -34735996.000000 Penalty: 6233.057617
	Iteration 109Q: 3 clusters Score -3.4736e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66883 members 
Mstep: Class 2 contains 219948 members 
Entering Unmasked Estep 
Score: -34736084.000000 Penalty: 6233.057617
	Iteration 110Q: 3 clusters Score -3.473608e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 220204 members 
Entering Unmasked Estep 
Score: -34736120.000000 Penalty: 6233.057617
	Iteration 111Q: 3 clusters Score -3.473612e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66373 members 
Mstep: Class 2 contains 220458 members 
Entering Unmasked Estep 
Score: -34736144.000000 Penalty: 6233.057617
	Iteration 112Q: 3 clusters Score -3.473614e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 220720 members 
Entering Unmasked Estep 
Score: -34736068.000000 Penalty: 6233.057617
	Iteration 113Q: 3 clusters Score -3.473607e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 220968 members 
Entering Unmasked Estep 
Score: -34736052.000000 Penalty: 6233.057617
	Iteration 114Q: 3 clusters Score -3.473605e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 221209 members 
Entering Unmasked Estep 
Score: -34736148.000000 Penalty: 6233.057617
	Iteration 115Q: 3 clusters Score -3.473615e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 221454 members 
Entering Unmasked Estep 
Score: -34736164.000000 Penalty: 6233.057617
	Iteration 116Q: 3 clusters Score -3.473616e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 221717 members 
Entering Unmasked Estep 
Score: -34736224.000000 Penalty: 6233.057617
	Iteration 117Q: 3 clusters Score -3.473622e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 222023 members 
Entering Unmasked Estep 
Score: -34736244.000000 Penalty: 6233.057617
	Iteration 118Q: 3 clusters Score -3.473624e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 222321 members 
Entering Unmasked Estep 
Score: -34736372.000000 Penalty: 6233.057617
	Iteration 119Q: 3 clusters Score -3.473637e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64191 members 
Mstep: Class 2 contains 222640 members 
Entering Unmasked Estep 
Score: -34736384.000000 Penalty: 6233.057617
	Iteration 120F: 3 clusters Score -3.473638e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 222986 members 
Entering Unmasked Estep 
Score: -34736456.000000 Penalty: 6233.057617
	Iteration 121Q: 3 clusters Score -3.473646e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 223341 members 
Entering Unmasked Estep 
Score: -34736504.000000 Penalty: 6233.057617
	Iteration 122Q: 3 clusters Score -3.47365e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 223673 members 
Entering Unmasked Estep 
Score: -34736556.000000 Penalty: 6233.057617
	Iteration 123Q: 3 clusters Score -3.473656e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62857 members 
Mstep: Class 2 contains 223974 members 
Entering Unmasked Estep 
Score: -34736592.000000 Penalty: 6233.057617
	Iteration 124Q: 3 clusters Score -3.473659e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62568 members 
Mstep: Class 2 contains 224263 members 
Entering Unmasked Estep 
Score: -34736604.000000 Penalty: 6233.057617
	Iteration 125Q: 3 clusters Score -3.47366e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 224552 members 
Entering Unmasked Estep 
Score: -34736620.000000 Penalty: 6233.057617
	Iteration 126Q: 3 clusters Score -3.473662e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61971 members 
Mstep: Class 2 contains 224860 members 
Entering Unmasked Estep 
Score: -34736680.000000 Penalty: 6233.057617
	Iteration 127Q: 3 clusters Score -3.473668e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61690 members 
Mstep: Class 2 contains 225141 members 
Entering Unmasked Estep 
Score: -34736644.000000 Penalty: 6233.057617
	Iteration 128Q: 3 clusters Score -3.473664e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 225399 members 
Entering Unmasked Estep 
Score: -34736684.000000 Penalty: 6233.057617
	Iteration 129Q: 3 clusters Score -3.473668e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 225643 members 
Entering Unmasked Estep 
Score: -34736664.000000 Penalty: 6233.057617
	Iteration 130Q: 3 clusters Score -3.473666e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 225884 members 
Entering Unmasked Estep 
Score: -34736716.000000 Penalty: 6233.057617
	Iteration 131Q: 3 clusters Score -3.473672e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 226138 members 
Entering Unmasked Estep 
Score: -34736720.000000 Penalty: 6233.057617
	Iteration 132Q: 3 clusters Score -3.473672e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 226410 members 
Entering Unmasked Estep 
Score: -34736740.000000 Penalty: 6233.057617
	Iteration 133Q: 3 clusters Score -3.473674e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 226712 members 
Entering Unmasked Estep 
Score: -34736732.000000 Penalty: 6233.057617
	Iteration 134Q: 3 clusters Score -3.473673e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 227028 members 
Entering Unmasked Estep 
Score: -34736684.000000 Penalty: 6233.057617
	Iteration 135Q: 3 clusters Score -3.473668e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 227341 members 
Entering Unmasked Estep 
Score: -34736728.000000 Penalty: 6233.057617
	Iteration 136Q: 3 clusters Score -3.473673e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 227628 members 
Entering Unmasked Estep 
Score: -34736756.000000 Penalty: 6233.057617
	Iteration 137Q: 3 clusters Score -3.473676e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 227917 members 
Entering Unmasked Estep 
Score: -34736748.000000 Penalty: 6233.057617
	Iteration 138Q: 3 clusters Score -3.473675e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 228215 members 
Entering Unmasked Estep 
Score: -34736792.000000 Penalty: 6233.057617
	Iteration 139Q: 3 clusters Score -3.473679e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 228521 members 
Entering Unmasked Estep 
Score: -34736740.000000 Penalty: 6233.057617
	Iteration 140F: 3 clusters Score -3.473674e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 228856 members 
Entering Unmasked Estep 
Score: -34736812.000000 Penalty: 6233.057617
	Iteration 141Q: 3 clusters Score -3.473681e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57613 members 
Mstep: Class 2 contains 229218 members 
Entering Unmasked Estep 
Score: -34736824.000000 Penalty: 6233.057617
	Iteration 142Q: 3 clusters Score -3.473682e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 229604 members 
Entering Unmasked Estep 
Score: -34736880.000000 Penalty: 6233.057617
	Iteration 143Q: 3 clusters Score -3.473688e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 229969 members 
Entering Unmasked Estep 
Score: -34736864.000000 Penalty: 6233.057617
	Iteration 144Q: 3 clusters Score -3.473686e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 230368 members 
Entering Unmasked Estep 
Score: -34736932.000000 Penalty: 6233.057617
	Iteration 145Q: 3 clusters Score -3.473693e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 230809 members 
Entering Unmasked Estep 
Score: -34737024.000000 Penalty: 6233.057617
	Iteration 146Q: 3 clusters Score -3.473702e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 231219 members 
Entering Unmasked Estep 
Score: -34737072.000000 Penalty: 6233.057617
	Iteration 147Q: 3 clusters Score -3.473707e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 231642 members 
Entering Unmasked Estep 
Score: -34737160.000000 Penalty: 6233.057617
	Iteration 148Q: 3 clusters Score -3.473716e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 232077 members 
Entering Unmasked Estep 
Score: -34737184.000000 Penalty: 6233.057617
	Iteration 149Q: 3 clusters Score -3.473718e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 232507 members 
Entering Unmasked Estep 
Score: -34737244.000000 Penalty: 6233.057617
	Iteration 150Q: 3 clusters Score -3.473724e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 232941 members 
Entering Unmasked Estep 
Score: -34737292.000000 Penalty: 6233.057617
	Iteration 151Q: 3 clusters Score -3.473729e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 233440 members 
Entering Unmasked Estep 
Score: -34737396.000000 Penalty: 6233.057617
	Iteration 152Q: 3 clusters Score -3.47374e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52856 members 
Mstep: Class 2 contains 233975 members 
Entering Unmasked Estep 
Score: -34737428.000000 Penalty: 6233.057617
	Iteration 153Q: 3 clusters Score -3.473743e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 234459 members 
Entering Unmasked Estep 
Score: -34737556.000000 Penalty: 6233.057617
	Iteration 154Q: 3 clusters Score -3.473756e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 234954 members 
Entering Unmasked Estep 
Score: -34737624.000000 Penalty: 6233.057617
	Iteration 155Q: 3 clusters Score -3.473762e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 235475 members 
Entering Unmasked Estep 
Score: -34737592.000000 Penalty: 6233.057617
	Iteration 156Q: 3 clusters Score -3.473759e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 235976 members 
Entering Unmasked Estep 
Score: -34737708.000000 Penalty: 6233.057617
	Iteration 157Q: 3 clusters Score -3.473771e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 236507 members 
Entering Unmasked Estep 
Score: -34737812.000000 Penalty: 6233.057617
	Iteration 158Q: 3 clusters Score -3.473781e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 237063 members 
Entering Unmasked Estep 
Score: -34737836.000000 Penalty: 6233.057617
	Iteration 159Q: 3 clusters Score -3.473784e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 237651 members 
Entering Unmasked Estep 
Score: -34737796.000000 Penalty: 6233.057617
	Iteration 160F: 3 clusters Score -3.47378e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 238260 members 
Entering Unmasked Estep 
Score: -34737796.000000 Penalty: 6233.057617
	Iteration 161Q: 3 clusters Score -3.47378e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 238908 members 
Entering Unmasked Estep 
Score: -34737840.000000 Penalty: 6233.057617
	Iteration 162Q: 3 clusters Score -3.473784e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 239577 members 
Entering Unmasked Estep 
Score: -34737904.000000 Penalty: 6233.057617
	Iteration 163Q: 3 clusters Score -3.47379e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 240240 members 
Entering Unmasked Estep 
Score: -34738032.000000 Penalty: 6233.057617
	Iteration 164Q: 3 clusters Score -3.473803e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 240917 members 
Entering Unmasked Estep 
Score: -34738132.000000 Penalty: 6233.057617
	Iteration 165Q: 3 clusters Score -3.473813e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 241577 members 
Entering Unmasked Estep 
Score: -34738212.000000 Penalty: 6233.057617
	Iteration 166Q: 3 clusters Score -3.473821e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 242188 members 
Entering Unmasked Estep 
Score: -34738288.000000 Penalty: 6233.057617
	Iteration 167Q: 3 clusters Score -3.473829e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 242810 members 
Entering Unmasked Estep 
Score: -34738340.000000 Penalty: 6233.057617
	Iteration 168Q: 3 clusters Score -3.473834e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 243438 members 
Entering Unmasked Estep 
Score: -34738444.000000 Penalty: 6233.057617
	Iteration 169Q: 3 clusters Score -3.473844e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 244112 members 
Entering Unmasked Estep 
Score: -34738544.000000 Penalty: 6233.057617
	Iteration 170Q: 3 clusters Score -3.473854e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 244816 members 
Entering Unmasked Estep 
Score: -34738576.000000 Penalty: 6233.057617
	Iteration 171Q: 3 clusters Score -3.473858e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 245513 members 
Entering Unmasked Estep 
Score: -34738708.000000 Penalty: 6233.057617
	Iteration 172Q: 3 clusters Score -3.473871e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 246217 members 
Entering Unmasked Estep 
Score: -34738740.000000 Penalty: 6233.057617
	Iteration 173Q: 3 clusters Score -3.473874e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 246913 members 
Entering Unmasked Estep 
Score: -34738792.000000 Penalty: 6233.057617
	Iteration 174Q: 3 clusters Score -3.473879e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 247609 members 
Entering Unmasked Estep 
Score: -34738816.000000 Penalty: 6233.057617
	Iteration 175Q: 3 clusters Score -3.473882e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 248309 members 
Entering Unmasked Estep 
Score: -34738836.000000 Penalty: 6233.057617
	Iteration 176Q: 3 clusters Score -3.473884e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 248995 members 
Entering Unmasked Estep 
Score: -34739028.000000 Penalty: 6233.057617
	Iteration 177Q: 3 clusters Score -3.473903e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 249670 members 
Entering Unmasked Estep 
Score: -34739192.000000 Penalty: 6233.057617
	Iteration 178Q: 3 clusters Score -3.473919e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 250319 members 
Entering Unmasked Estep 
Score: -34739404.000000 Penalty: 6233.057617
	Iteration 179Q: 3 clusters Score -3.47394e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 250972 members 
Entering Unmasked Estep 
Score: -34739524.000000 Penalty: 6233.057617
	Iteration 180F: 3 clusters Score -3.473952e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 251607 members 
Entering Unmasked Estep 
Score: -34739664.000000 Penalty: 6233.057617
	Iteration 181Q: 3 clusters Score -3.473966e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 252215 members 
Entering Unmasked Estep 
Score: -34739792.000000 Penalty: 6233.057617
	Iteration 182Q: 3 clusters Score -3.473979e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 252812 members 
Entering Unmasked Estep 
Score: -34739784.000000 Penalty: 6233.057617
	Iteration 183Q: 3 clusters Score -3.473978e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 253382 members 
Entering Unmasked Estep 
Score: -34739812.000000 Penalty: 6233.057617
	Iteration 184Q: 3 clusters Score -3.473981e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 253969 members 
Entering Unmasked Estep 
Score: -34739804.000000 Penalty: 6233.057617
	Iteration 185Q: 3 clusters Score -3.47398e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 254571 members 
Entering Unmasked Estep 
Score: -34739908.000000 Penalty: 6233.057617
	Iteration 186Q: 3 clusters Score -3.473991e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 255191 members 
Entering Unmasked Estep 
Score: -34739904.000000 Penalty: 6233.057617
	Iteration 187Q: 3 clusters Score -3.47399e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 255813 members 
Entering Unmasked Estep 
Score: -34739960.000000 Penalty: 6233.057617
	Iteration 188Q: 3 clusters Score -3.473996e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 256470 members 
Entering Unmasked Estep 
Score: -34739940.000000 Penalty: 6233.057617
	Iteration 189Q: 3 clusters Score -3.473994e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 257149 members 
Entering Unmasked Estep 
Score: -34740024.000000 Penalty: 6233.057617
	Iteration 190Q: 3 clusters Score -3.474002e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 257810 members 
Entering Unmasked Estep 
Score: -34740048.000000 Penalty: 6233.057617
	Iteration 191Q: 3 clusters Score -3.474005e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 258470 members 
Entering Unmasked Estep 
Score: -34740132.000000 Penalty: 6233.057617
	Iteration 192Q: 3 clusters Score -3.474013e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 259173 members 
Entering Unmasked Estep 
Score: -34740272.000000 Penalty: 6233.057617
	Iteration 193Q: 3 clusters Score -3.474027e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 259886 members 
Entering Unmasked Estep 
Score: -34740388.000000 Penalty: 6233.057617
	Iteration 194Q: 3 clusters Score -3.474039e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 260585 members 
Entering Unmasked Estep 
Score: -34740416.000000 Penalty: 6233.057617
	Iteration 195Q: 3 clusters Score -3.474042e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 261272 members 
Entering Unmasked Estep 
Score: -34740536.000000 Penalty: 6233.057617
	Iteration 196Q: 3 clusters Score -3.474054e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 261923 members 
Entering Unmasked Estep 
Score: -34740600.000000 Penalty: 6233.057617
	Iteration 197Q: 3 clusters Score -3.47406e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 262537 members 
Entering Unmasked Estep 
Score: -34740732.000000 Penalty: 6233.057617
	Iteration 198Q: 3 clusters Score -3.474073e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 263147 members 
Entering Unmasked Estep 
Score: -34740864.000000 Penalty: 6233.057617
	Iteration 199Q: 3 clusters Score -3.474086e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 263736 members 
Entering Unmasked Estep 
Score: -34740924.000000 Penalty: 6233.057617
	Iteration 200F: 3 clusters Score -3.474092e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 264294 members 
Entering Unmasked Estep 
Score: -34741096.000000 Penalty: 6233.057617
	Iteration 201Q: 3 clusters Score -3.47411e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 264837 members 
Entering Unmasked Estep 
Score: -34741224.000000 Penalty: 6233.057617
	Iteration 202Q: 3 clusters Score -3.474122e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 265366 members 
Entering Unmasked Estep 
Score: -34741356.000000 Penalty: 6233.057617
	Iteration 203Q: 3 clusters Score -3.474136e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 265887 members 
Entering Unmasked Estep 
Score: -34741428.000000 Penalty: 6233.057617
	Iteration 204Q: 3 clusters Score -3.474143e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 266419 members 
Entering Unmasked Estep 
Score: -34741536.000000 Penalty: 6233.057617
	Iteration 205Q: 3 clusters Score -3.474154e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 266934 members 
Entering Unmasked Estep 
Score: -34741496.000000 Penalty: 6233.057617
	Iteration 206Q: 3 clusters Score -3.47415e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 267437 members 
Entering Unmasked Estep 
Score: -34741608.000000 Penalty: 6233.057617
	Iteration 207Q: 3 clusters Score -3.474161e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 267949 members 
Entering Unmasked Estep 
Score: -34741680.000000 Penalty: 6233.057617
	Iteration 208Q: 3 clusters Score -3.474168e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 268417 members 
Entering Unmasked Estep 
Score: -34741728.000000 Penalty: 6233.057617
	Iteration 209Q: 3 clusters Score -3.474173e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 268880 members 
Entering Unmasked Estep 
Score: -34741816.000000 Penalty: 6233.057617
	Iteration 210Q: 3 clusters Score -3.474182e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 269388 members 
Entering Unmasked Estep 
Score: -34741872.000000 Penalty: 6233.057617
	Iteration 211Q: 3 clusters Score -3.474187e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 269902 members 
Entering Unmasked Estep 
Score: -34741876.000000 Penalty: 6233.057617
	Iteration 212Q: 3 clusters Score -3.474188e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 270416 members 
Entering Unmasked Estep 
Score: -34741872.000000 Penalty: 6233.057617
	Iteration 213Q: 3 clusters Score -3.474187e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 270923 members 
Entering Unmasked Estep 
Score: -34741928.000000 Penalty: 6233.057617
	Iteration 214Q: 3 clusters Score -3.474193e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 271409 members 
Entering Unmasked Estep 
Score: -34742084.000000 Penalty: 6233.057617
	Iteration 215Q: 3 clusters Score -3.474208e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 271862 members 
Entering Unmasked Estep 
Score: -34742108.000000 Penalty: 6233.057617
	Iteration 216Q: 3 clusters Score -3.474211e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 272326 members 
Entering Unmasked Estep 
Score: -34742184.000000 Penalty: 6233.057617
	Iteration 217Q: 3 clusters Score -3.474218e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 272801 members 
Entering Unmasked Estep 
Score: -34742268.000000 Penalty: 6233.057617
	Iteration 218Q: 3 clusters Score -3.474227e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 273237 members 
Entering Unmasked Estep 
Score: -34742332.000000 Penalty: 6233.057617
	Iteration 219Q: 3 clusters Score -3.474233e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 273656 members 
Entering Unmasked Estep 
Score: -34742400.000000 Penalty: 6233.057617
	Iteration 220F: 3 clusters Score -3.47424e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 274037 members 
Entering Unmasked Estep 
Score: -34742468.000000 Penalty: 6233.057617
	Iteration 221Q: 3 clusters Score -3.474247e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 274381 members 
Entering Unmasked Estep 
Score: -34742588.000000 Penalty: 6233.057617
	Iteration 222Q: 3 clusters Score -3.474259e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 274704 members 
Entering Unmasked Estep 
Score: -34742644.000000 Penalty: 6233.057617
	Iteration 223Q: 3 clusters Score -3.474264e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 274993 members 
Entering Unmasked Estep 
Score: -34742720.000000 Penalty: 6233.057617
	Iteration 224Q: 3 clusters Score -3.474272e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 275283 members 
Entering Unmasked Estep 
Score: -34742760.000000 Penalty: 6233.057617
	Iteration 225Q: 3 clusters Score -3.474276e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 275536 members 
Entering Unmasked Estep 
Score: -34742804.000000 Penalty: 6233.057617
	Iteration 226Q: 3 clusters Score -3.47428e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 275765 members 
Entering Unmasked Estep 
Score: -34742836.000000 Penalty: 6233.057617
	Iteration 227Q: 3 clusters Score -3.474284e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 275979 members 
Entering Unmasked Estep 
Score: -34742956.000000 Penalty: 6233.057617
	Iteration 228Q: 3 clusters Score -3.474296e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 276205 members 
Entering Unmasked Estep 
Score: -34743000.000000 Penalty: 6233.057617
	Iteration 229Q: 3 clusters Score -3.4743e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 276400 members 
Entering Unmasked Estep 
Score: -34742988.000000 Penalty: 6233.057617
	Iteration 230Q: 3 clusters Score -3.474299e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 276586 members 
Entering Unmasked Estep 
Score: -34743020.000000 Penalty: 6233.057617
	Iteration 231Q: 3 clusters Score -3.474302e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 276759 members 
Entering Unmasked Estep 
Score: -34743060.000000 Penalty: 6233.057617
	Iteration 232Q: 3 clusters Score -3.474306e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 276938 members 
Entering Unmasked Estep 
Score: -34743136.000000 Penalty: 6233.057617
	Iteration 233Q: 3 clusters Score -3.474314e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 277130 members 
Entering Unmasked Estep 
Score: -34743192.000000 Penalty: 6233.057617
	Iteration 234Q: 3 clusters Score -3.474319e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 277309 members 
Entering Unmasked Estep 
Score: -34743160.000000 Penalty: 6233.057617
	Iteration 235Q: 3 clusters Score -3.474316e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 277462 members 
Entering Unmasked Estep 
Score: -34743212.000000 Penalty: 6233.057617
	Iteration 236Q: 3 clusters Score -3.474321e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 277628 members 
Entering Unmasked Estep 
Score: -34743236.000000 Penalty: 6233.057617
	Iteration 237Q: 3 clusters Score -3.474324e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 277785 members 
Entering Unmasked Estep 
Score: -34743280.000000 Penalty: 6233.057617
	Iteration 238Q: 3 clusters Score -3.474328e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 277946 members 
Entering Unmasked Estep 
Score: -34743296.000000 Penalty: 6233.057617
	Iteration 239Q: 3 clusters Score -3.47433e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 278122 members 
Entering Unmasked Estep 
Score: -34743352.000000 Penalty: 6233.057617
	Iteration 240F: 3 clusters Score -3.474335e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 278292 members 
Entering Unmasked Estep 
Score: -34743332.000000 Penalty: 6233.057617
	Iteration 241Q: 3 clusters Score -3.474333e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 278471 members 
Entering Unmasked Estep 
Score: -34743368.000000 Penalty: 6233.057617
	Iteration 242Q: 3 clusters Score -3.474337e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 278614 members 
Entering Unmasked Estep 
Score: -34743416.000000 Penalty: 6233.057617
	Iteration 243Q: 3 clusters Score -3.474342e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 278756 members 
Entering Unmasked Estep 
Score: -34743432.000000 Penalty: 6233.057617
	Iteration 244Q: 3 clusters Score -3.474343e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 278875 members 
Entering Unmasked Estep 
Score: -34743432.000000 Penalty: 6233.057617
	Iteration 245Q: 3 clusters Score -3.474343e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 278991 members 
Entering Unmasked Estep 
Score: -34743508.000000 Penalty: 6233.057617
	Iteration 246Q: 3 clusters Score -3.474351e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 279115 members 
Entering Unmasked Estep 
Score: -34743484.000000 Penalty: 6233.057617
	Iteration 247Q: 3 clusters Score -3.474348e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 279213 members 
Entering Unmasked Estep 
Score: -34743496.000000 Penalty: 6233.057617
	Iteration 248Q: 3 clusters Score -3.47435e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 279296 members 
Entering Unmasked Estep 
Score: -34743540.000000 Penalty: 6233.057617
	Iteration 249Q: 3 clusters Score -3.474354e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 279373 members 
Entering Unmasked Estep 
Score: -34743556.000000 Penalty: 6233.057617
	Iteration 250Q: 3 clusters Score -3.474356e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 279447 members 
Entering Unmasked Estep 
Score: -34743572.000000 Penalty: 6233.057617
	Iteration 251Q: 3 clusters Score -3.474357e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 279513 members 
Entering Unmasked Estep 
Score: -34743584.000000 Penalty: 6233.057617
	Iteration 252Q: 3 clusters Score -3.474358e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 279571 members 
Entering Unmasked Estep 
Score: -34743628.000000 Penalty: 6233.057617
	Iteration 253Q: 3 clusters Score -3.474363e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 279637 members 
Entering Unmasked Estep 
Score: -34743648.000000 Penalty: 6233.057617
	Iteration 254Q: 3 clusters Score -3.474365e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 279707 members 
Entering Unmasked Estep 
Score: -34743676.000000 Penalty: 6233.057617
	Iteration 255Q: 3 clusters Score -3.474368e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 279773 members 
Entering Unmasked Estep 
Score: -34743696.000000 Penalty: 6233.057617
	Iteration 256Q: 3 clusters Score -3.47437e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 279833 members 
Entering Unmasked Estep 
Score: -34743688.000000 Penalty: 6233.057617
	Iteration 257Q: 3 clusters Score -3.474369e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 279892 members 
Entering Unmasked Estep 
Score: -34743696.000000 Penalty: 6233.057617
	Iteration 258Q: 3 clusters Score -3.47437e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 279956 members 
Entering Unmasked Estep 
Score: -34743684.000000 Penalty: 6233.057617
	Iteration 259Q: 3 clusters Score -3.474368e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 280020 members 
Entering Unmasked Estep 
Score: -34743728.000000 Penalty: 6233.057617
	Iteration 260F: 3 clusters Score -3.474373e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 280080 members 
Entering Unmasked Estep 
Score: -34743736.000000 Penalty: 6233.057617
	Iteration 261Q: 3 clusters Score -3.474374e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 280134 members 
Entering Unmasked Estep 
Score: -34743748.000000 Penalty: 6233.057617
	Iteration 262Q: 3 clusters Score -3.474375e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 280186 members 
Entering Unmasked Estep 
Score: -34743772.000000 Penalty: 6233.057617
	Iteration 263Q: 3 clusters Score -3.474377e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 280238 members 
Entering Unmasked Estep 
Score: -34743768.000000 Penalty: 6233.057617
	Iteration 264Q: 3 clusters Score -3.474377e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 280269 members 
Entering Unmasked Estep 
Score: -34743760.000000 Penalty: 6233.057617
	Iteration 265Q: 3 clusters Score -3.474376e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 280302 members 
Entering Unmasked Estep 
Score: -34743748.000000 Penalty: 6233.057617
	Iteration 266Q: 3 clusters Score -3.474375e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 280335 members 
Entering Unmasked Estep 
Score: -34743772.000000 Penalty: 6233.057617
	Iteration 267Q: 3 clusters Score -3.474377e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 280368 members 
Entering Unmasked Estep 
Score: -34743756.000000 Penalty: 6233.057617
	Iteration 268Q: 3 clusters Score -3.474376e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 280399 members 
Entering Unmasked Estep 
Score: -34743800.000000 Penalty: 6233.057617
	Iteration 269Q: 3 clusters Score -3.47438e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 280436 members 
Entering Unmasked Estep 
Score: -34743788.000000 Penalty: 6233.057617
	Iteration 270Q: 3 clusters Score -3.474379e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 280475 members 
Entering Unmasked Estep 
Score: -34743844.000000 Penalty: 6233.057617
	Iteration 271Q: 3 clusters Score -3.474384e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 280506 members 
Entering Unmasked Estep 
Score: -34743868.000000 Penalty: 6233.057617
	Iteration 272Q: 3 clusters Score -3.474387e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 280540 members 
Entering Unmasked Estep 
Score: -34743848.000000 Penalty: 6233.057617
	Iteration 273Q: 3 clusters Score -3.474385e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 280576 members 
Entering Unmasked Estep 
Score: -34743872.000000 Penalty: 6233.057617
	Iteration 274Q: 3 clusters Score -3.474387e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 280614 members 
Entering Unmasked Estep 
Score: -34743880.000000 Penalty: 6233.057617
	Iteration 275Q: 3 clusters Score -3.474388e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 280651 members 
Entering Unmasked Estep 
Score: -34743864.000000 Penalty: 6233.057617
	Iteration 276Q: 3 clusters Score -3.474386e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 280693 members 
Entering Unmasked Estep 
Score: -34743880.000000 Penalty: 6233.057617
	Iteration 277Q: 3 clusters Score -3.474388e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 280728 members 
Entering Unmasked Estep 
Score: -34743908.000000 Penalty: 6233.057617
	Iteration 278Q: 3 clusters Score -3.474391e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 280761 members 
Entering Unmasked Estep 
Score: -34743884.000000 Penalty: 6233.057617
	Iteration 279Q: 3 clusters Score -3.474388e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 280799 members 
Entering Unmasked Estep 
Score: -34743868.000000 Penalty: 6233.057617
	Iteration 280F: 3 clusters Score -3.474387e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 280833 members 
Entering Unmasked Estep 
Score: -34743864.000000 Penalty: 6233.057617
	Iteration 281Q: 3 clusters Score -3.474386e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 280857 members 
Entering Unmasked Estep 
Score: -34743900.000000 Penalty: 6233.057617
	Iteration 282Q: 3 clusters Score -3.47439e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 280872 members 
Entering Unmasked Estep 
Score: -34743904.000000 Penalty: 6233.057617
	Iteration 283Q: 3 clusters Score -3.47439e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 280882 members 
Entering Unmasked Estep 
Score: -34743888.000000 Penalty: 6233.057617
	Iteration 284Q: 3 clusters Score -3.474389e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 280896 members 
Entering Unmasked Estep 
Score: -34743896.000000 Penalty: 6233.057617
	Iteration 285Q: 3 clusters Score -3.47439e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 280913 members 
Entering Unmasked Estep 
Score: -34743924.000000 Penalty: 6233.057617
	Iteration 286Q: 3 clusters Score -3.474392e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 280943 members 
Entering Unmasked Estep 
Score: -34743936.000000 Penalty: 6233.057617
	Iteration 287Q: 3 clusters Score -3.474394e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 280973 members 
Entering Unmasked Estep 
Score: -34743920.000000 Penalty: 6233.057617
	Iteration 288Q: 3 clusters Score -3.474392e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 281005 members 
Entering Unmasked Estep 
Score: -34743912.000000 Penalty: 6233.057617
	Iteration 289Q: 3 clusters Score -3.474391e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 281038 members 
Entering Unmasked Estep 
Score: -34743916.000000 Penalty: 6233.057617
	Iteration 290Q: 3 clusters Score -3.474392e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 281069 members 
Entering Unmasked Estep 
Score: -34743916.000000 Penalty: 6233.057617
	Iteration 291Q: 3 clusters Score -3.474392e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 281102 members 
Entering Unmasked Estep 
Score: -34743928.000000 Penalty: 6233.057617
	Iteration 292Q: 3 clusters Score -3.474393e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 281141 members 
Entering Unmasked Estep 
Score: -34743952.000000 Penalty: 6233.057617
	Iteration 293Q: 3 clusters Score -3.474395e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 281170 members 
Entering Unmasked Estep 
Score: -34743960.000000 Penalty: 6233.057617
	Iteration 294Q: 3 clusters Score -3.474396e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 281201 members 
Entering Unmasked Estep 
Score: -34744000.000000 Penalty: 6233.057617
	Iteration 295Q: 3 clusters Score -3.4744e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 281225 members 
Entering Unmasked Estep 
Score: -34744016.000000 Penalty: 6233.057617
	Iteration 296Q: 3 clusters Score -3.474402e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 281266 members 
Entering Unmasked Estep 
Score: -34744028.000000 Penalty: 6233.057617
	Iteration 297Q: 3 clusters Score -3.474403e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 281302 members 
Entering Unmasked Estep 
Score: -34744012.000000 Penalty: 6233.057617
	Iteration 298Q: 3 clusters Score -3.474401e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 281346 members 
Entering Unmasked Estep 
Score: -34744012.000000 Penalty: 6233.057617
	Iteration 299Q: 3 clusters Score -3.474401e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 281386 members 
Entering Unmasked Estep 
Score: -34744008.000000 Penalty: 6233.057617
	Iteration 300F: 3 clusters Score -3.474401e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 281412 members 
Entering Unmasked Estep 
Score: -34744020.000000 Penalty: 6233.057617
	Iteration 301Q: 3 clusters Score -3.474402e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 281436 members 
Entering Unmasked Estep 
Score: -34744016.000000 Penalty: 6233.057617
	Iteration 302Q: 3 clusters Score -3.474402e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 281466 members 
Entering Unmasked Estep 
Score: -34744048.000000 Penalty: 6233.057617
	Iteration 303Q: 3 clusters Score -3.474405e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 281492 members 
Entering Unmasked Estep 
Score: -34744060.000000 Penalty: 6233.057617
	Iteration 304Q: 3 clusters Score -3.474406e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 281515 members 
Entering Unmasked Estep 
Score: -34744060.000000 Penalty: 6233.057617
	Iteration 305Q: 3 clusters Score -3.474406e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 281549 members 
Entering Unmasked Estep 
Score: -34744064.000000 Penalty: 6233.057617
	Iteration 306Q: 3 clusters Score -3.474406e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 281581 members 
Entering Unmasked Estep 
Score: -34744072.000000 Penalty: 6233.057617
	Iteration 307Q: 3 clusters Score -3.474407e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 281607 members 
Entering Unmasked Estep 
Score: -34744104.000000 Penalty: 6233.057617
	Iteration 308Q: 3 clusters Score -3.47441e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 281622 members 
Entering Unmasked Estep 
Score: -34744088.000000 Penalty: 6233.057617
	Iteration 309Q: 3 clusters Score -3.474409e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 281637 members 
Entering Unmasked Estep 
Score: -34744112.000000 Penalty: 6233.057617
	Iteration 310Q: 3 clusters Score -3.474411e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 281652 members 
Entering Unmasked Estep 
Score: -34744084.000000 Penalty: 6233.057617
	Iteration 311Q: 3 clusters Score -3.474408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 281667 members 
Entering Unmasked Estep 
Score: -34744088.000000 Penalty: 6233.057617
	Iteration 312Q: 3 clusters Score -3.474409e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 281677 members 
Entering Unmasked Estep 
Score: -34744092.000000 Penalty: 6233.057617
	Iteration 313Q: 3 clusters Score -3.474409e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 281689 members 
Entering Unmasked Estep 
Score: -34744092.000000 Penalty: 6233.057617
	Iteration 314Q: 3 clusters Score -3.474409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 281704 members 
Entering Unmasked Estep 
Score: -34744104.000000 Penalty: 6233.057617
	Iteration 315Q: 3 clusters Score -3.47441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 281715 members 
Entering Unmasked Estep 
Score: -34744092.000000 Penalty: 6233.057617
	Iteration 316Q: 3 clusters Score -3.474409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 281723 members 
Entering Unmasked Estep 
Score: -34744104.000000 Penalty: 6233.057617
	Iteration 317Q: 3 clusters Score -3.47441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 281730 members 
Entering Unmasked Estep 
Score: -34744112.000000 Penalty: 6233.057617
	Iteration 318Q: 3 clusters Score -3.474411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 281739 members 
Entering Unmasked Estep 
Score: -34744120.000000 Penalty: 6233.057617
	Iteration 319Q: 3 clusters Score -3.474412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 281744 members 
Entering Unmasked Estep 
Score: -34744116.000000 Penalty: 6233.057617
	Iteration 320F: 3 clusters Score -3.474412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 281754 members 
Entering Unmasked Estep 
Score: -34744104.000000 Penalty: 6233.057617
	Iteration 321Q: 3 clusters Score -3.47441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 281763 members 
Entering Unmasked Estep 
Score: -34744104.000000 Penalty: 6233.057617
	Iteration 322Q: 3 clusters Score -3.47441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 281770 members 
Entering Unmasked Estep 
Score: -34744108.000000 Penalty: 6233.057617
	Iteration 323Q: 3 clusters Score -3.474411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 281774 members 
Entering Unmasked Estep 
Score: -34744116.000000 Penalty: 6233.057617
	Iteration 324Q: 3 clusters Score -3.474412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 281775 members 
Entering Unmasked Estep 
Score: -34744104.000000 Penalty: 6233.057617
	Iteration 325Q: 3 clusters Score -3.47441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 281778 members 
Entering Unmasked Estep 
Score: -34744128.000000 Penalty: 6233.057617
	Iteration 326Q: 3 clusters Score -3.474413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 281781 members 
Entering Unmasked Estep 
Score: -34744112.000000 Penalty: 6233.057617
	Iteration 327Q: 3 clusters Score -3.474411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 281783 members 
Entering Unmasked Estep 
Score: -34744132.000000 Penalty: 6233.057617
	Iteration 328Q: 3 clusters Score -3.474413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 281783 members 
Entering Unmasked Estep 
Score: -34744136.000000 Penalty: 6233.057617
	Iteration 329Q: 3 clusters Score -3.474414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 281785 members 
Entering Unmasked Estep 
Score: -34744124.000000 Penalty: 6233.057617
	Iteration 330Q: 3 clusters Score -3.474412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 281788 members 
Entering Unmasked Estep 
Score: -34744124.000000 Penalty: 6233.057617
	Iteration 331Q: 3 clusters Score -3.474412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 281793 members 
Entering Unmasked Estep 
Score: -34744120.000000 Penalty: 6233.057617
	Iteration 332Q: 3 clusters Score -3.474412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 281799 members 
Entering Unmasked Estep 
Score: -34744104.000000 Penalty: 6233.057617
	Iteration 333Q: 3 clusters Score -3.47441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 281802 members 
Entering Unmasked Estep 
Score: -34744116.000000 Penalty: 6233.057617
	Iteration 334Q: 3 clusters Score -3.474412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 281810 members 
Entering Unmasked Estep 
Score: -34744132.000000 Penalty: 6233.057617
	Iteration 335Q: 3 clusters Score -3.474413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 281825 members 
Entering Unmasked Estep 
Score: -34744152.000000 Penalty: 6233.057617
	Iteration 336Q: 3 clusters Score -3.474415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 281835 members 
Entering Unmasked Estep 
Score: -34744144.000000 Penalty: 6233.057617
	Iteration 337Q: 3 clusters Score -3.474414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 281848 members 
Entering Unmasked Estep 
Score: -34744152.000000 Penalty: 6233.057617
	Iteration 338Q: 3 clusters Score -3.474415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 281854 members 
Entering Unmasked Estep 
Score: -34744132.000000 Penalty: 6233.057617
	Iteration 339Q: 3 clusters Score -3.474413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 281864 members 
Entering Unmasked Estep 
Score: -34744136.000000 Penalty: 6233.057617
	Iteration 340F: 3 clusters Score -3.474414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 281869 members 
Entering Unmasked Estep 
Score: -34744128.000000 Penalty: 6233.057617
	Iteration 341Q: 3 clusters Score -3.474413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 281883 members 
Entering Unmasked Estep 
Score: -34744144.000000 Penalty: 6233.057617
	Iteration 342Q: 3 clusters Score -3.474414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 281890 members 
Entering Unmasked Estep 
Score: -34744156.000000 Penalty: 6233.057617
	Iteration 343Q: 3 clusters Score -3.474416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 281898 members 
Entering Unmasked Estep 
Score: -34744168.000000 Penalty: 6233.057617
	Iteration 344Q: 3 clusters Score -3.474417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 281906 members 
Entering Unmasked Estep 
Score: -34744188.000000 Penalty: 6233.057617
	Iteration 345Q: 3 clusters Score -3.474419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 281916 members 
Entering Unmasked Estep 
Score: -34744184.000000 Penalty: 6233.057617
	Iteration 346Q: 3 clusters Score -3.474418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 281925 members 
Entering Unmasked Estep 
Score: -34744180.000000 Penalty: 6233.057617
	Iteration 347Q: 3 clusters Score -3.474418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 281933 members 
Entering Unmasked Estep 
Score: -34744172.000000 Penalty: 6233.057617
	Iteration 348Q: 3 clusters Score -3.474417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 281939 members 
Entering Unmasked Estep 
Score: -34744188.000000 Penalty: 6233.057617
	Iteration 349Q: 3 clusters Score -3.474419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 281940 members 
Entering Unmasked Estep 
Score: -34744188.000000 Penalty: 6233.057617
	Iteration 350Q: 3 clusters Score -3.474419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 281942 members 
Entering Unmasked Estep 
Score: -34744184.000000 Penalty: 6233.057617
	Iteration 351Q: 3 clusters Score -3.474418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 281945 members 
Entering Unmasked Estep 
Score: -34744196.000000 Penalty: 6233.057617
	Iteration 352Q: 3 clusters Score -3.47442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 281948 members 
Entering Unmasked Estep 
Score: -34744184.000000 Penalty: 6233.057617
	Iteration 353Q: 3 clusters Score -3.474418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 281954 members 
Entering Unmasked Estep 
Score: -34744188.000000 Penalty: 6233.057617
	Iteration 354Q: 3 clusters Score -3.474419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 281963 members 
Entering Unmasked Estep 
Score: -34744196.000000 Penalty: 6233.057617
	Iteration 355Q: 3 clusters Score -3.47442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 281965 members 
Entering Unmasked Estep 
Score: -34744196.000000 Penalty: 6233.057617
	Iteration 356Q: 3 clusters Score -3.47442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 281967 members 
Entering Unmasked Estep 
Score: -34744196.000000 Penalty: 6233.057617
	Iteration 357Q: 3 clusters Score -3.47442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 281969 members 
Entering Unmasked Estep 
Score: -34744188.000000 Penalty: 6233.057617
	Iteration 358Q: 3 clusters Score -3.474419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 281972 members 
Entering Unmasked Estep 
Score: -34744196.000000 Penalty: 6233.057617
	Iteration 359Q: 3 clusters Score -3.47442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 281974 members 
Entering Unmasked Estep 
Score: -34744192.000000 Penalty: 6233.057617
	Iteration 360F: 3 clusters Score -3.474419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 281975 members 
Entering Unmasked Estep 
Score: -34744196.000000 Penalty: 6233.057617
	Iteration 361Q: 3 clusters Score -3.47442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 281977 members 
Entering Unmasked Estep 
Score: -34744196.000000 Penalty: 6233.057617
	Iteration 362Q: 3 clusters Score -3.47442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 281981 members 
Entering Unmasked Estep 
Score: -34744208.000000 Penalty: 6233.057617
	Iteration 363Q: 3 clusters Score -3.474421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 281985 members 
Entering Unmasked Estep 
Score: -34744188.000000 Penalty: 6233.057617
	Iteration 364Q: 3 clusters Score -3.474419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 281986 members 
Entering Unmasked Estep 
Score: -34744208.000000 Penalty: 6233.057617
	Iteration 365Q: 3 clusters Score -3.474421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 281988 members 
Entering Unmasked Estep 
Score: -34744196.000000 Penalty: 6233.057617
	Iteration 366Q: 3 clusters Score -3.47442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 281988 members 
Entering Unmasked Estep 
Score: -34744200.000000 Penalty: 6233.057617
	Iteration 367Q: 3 clusters Score -3.47442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 281988 members 
Entering Unmasked Estep 
Score: -34744200.000000 Penalty: 6233.057617
	Iteration 368Q: 3 clusters Score -3.47442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 281990 members 
Entering Unmasked Estep 
Score: -34744200.000000 Penalty: 6233.057617
	Iteration 369Q: 3 clusters Score -3.47442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 281995 members 
Entering Unmasked Estep 
Score: -34744188.000000 Penalty: 6233.057617
	Iteration 370Q: 3 clusters Score -3.474419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 281999 members 
Entering Unmasked Estep 
Score: -34744192.000000 Penalty: 6233.057617
	Iteration 371Q: 3 clusters Score -3.474419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 281999 members 
Entering Unmasked Estep 
Score: -34744192.000000 Penalty: 6233.057617
	Iteration 372F: 3 clusters Score -3.474419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (62288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Entering Unmasked Estep 
Score: -7324512.500000 Penalty: 2737.802002
	Iteration 0F: 2 clusters Score -7324512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -7282869.500000 Penalty: 5475.604004
	Iteration 0F: 3 clusters Score -7282870 nChanged 28880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -7300139.500000 Penalty: 5475.604004
	Iteration 1F: 3 clusters Score -7300140 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -7302683.500000 Penalty: 5475.604004
	Iteration 2F: 3 clusters Score -7302684 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -7305922.000000 Penalty: 5475.604004
	Iteration 3F: 3 clusters Score -7305922 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -7309170.500000 Penalty: 5475.604004
	Iteration 4F: 3 clusters Score -7309170 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -7312169.000000 Penalty: 5475.604004
	Iteration 5F: 3 clusters Score -7312169 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -7314834.000000 Penalty: 5475.604004
	Iteration 6F: 3 clusters Score -7314834 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -7316842.500000 Penalty: 5475.604004
	Iteration 7F: 3 clusters Score -7316842 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -7318193.500000 Penalty: 5475.604004
	Iteration 8Q: 3 clusters Score -7318194 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -7319364.000000 Penalty: 5475.604004
	Iteration 9Q: 3 clusters Score -7319364 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -7320471.500000 Penalty: 5475.604004
	Iteration 10Q: 3 clusters Score -7320472 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -7321718.000000 Penalty: 5475.604004
	Iteration 11Q: 3 clusters Score -7321718 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -7323234.000000 Penalty: 5475.604004
	Iteration 12Q: 3 clusters Score -7323234 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -7324813.000000 Penalty: 5475.604004
	Iteration 13Q: 3 clusters Score -7324813 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54454 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -7325946.000000 Penalty: 5475.604004
	Iteration 14Q: 3 clusters Score -7325946 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -7326443.500000 Penalty: 5475.604004
	Iteration 15Q: 3 clusters Score -7326444 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -7326725.000000 Penalty: 5475.604004
	Iteration 16Q: 3 clusters Score -7326725 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -7326952.000000 Penalty: 5475.604004
	Iteration 17Q: 3 clusters Score -7326952 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -7327074.500000 Penalty: 5475.604004
	Iteration 18Q: 3 clusters Score -7327074 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57258 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -7327134.000000 Penalty: 5475.604004
	Iteration 19Q: 3 clusters Score -7327134 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -7327169.000000 Penalty: 5475.604004
	Iteration 20F: 3 clusters Score -7327169 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -7327177.500000 Penalty: 5475.604004
	Iteration 21Q: 3 clusters Score -7327178 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -7327206.000000 Penalty: 5475.604004
	Iteration 22Q: 3 clusters Score -7327206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -7327215.000000 Penalty: 5475.604004
	Iteration 23Q: 3 clusters Score -7327215 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57856 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -7327237.500000 Penalty: 5475.604004
	Iteration 24Q: 3 clusters Score -7327238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57908 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -7327238.000000 Penalty: 5475.604004
	Iteration 25Q: 3 clusters Score -7327238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57960 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -7327247.000000 Penalty: 5475.604004
	Iteration 26Q: 3 clusters Score -7327247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -7327234.000000 Penalty: 5475.604004
	Iteration 27Q: 3 clusters Score -7327234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58031 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -7327227.000000 Penalty: 5475.604004
	Iteration 28Q: 3 clusters Score -7327227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -7327228.000000 Penalty: 5475.604004
	Iteration 29Q: 3 clusters Score -7327228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58066 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -7327239.500000 Penalty: 5475.604004
	Iteration 30Q: 3 clusters Score -7327240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -7327236.500000 Penalty: 5475.604004
	Iteration 31Q: 3 clusters Score -7327236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -7327230.000000 Penalty: 5475.604004
	Iteration 32Q: 3 clusters Score -7327230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -7327240.000000 Penalty: 5475.604004
	Iteration 33Q: 3 clusters Score -7327240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -7327245.000000 Penalty: 5475.604004
	Iteration 34Q: 3 clusters Score -7327245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -7327240.500000 Penalty: 5475.604004
	Iteration 35Q: 3 clusters Score -7327240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -7327247.500000 Penalty: 5475.604004
	Iteration 36Q: 3 clusters Score -7327248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -7327247.500000 Penalty: 5475.604004
	Iteration 37Q: 3 clusters Score -7327248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -7327253.500000 Penalty: 5475.604004
	Iteration 38Q: 3 clusters Score -7327254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -7327267.000000 Penalty: 5475.604004
	Iteration 39Q: 3 clusters Score -7327267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -7327272.000000 Penalty: 5475.604004
	Iteration 40F: 3 clusters Score -7327272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -7327272.000000 Penalty: 5475.604004
	Iteration 41Q: 3 clusters Score -7327272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -7327269.000000 Penalty: 5475.604004
	Iteration 42Q: 3 clusters Score -7327269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -7327273.000000 Penalty: 5475.604004
	Iteration 43Q: 3 clusters Score -7327273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -7327273.000000 Penalty: 5475.604004
	Iteration 44Q: 3 clusters Score -7327273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -7327270.500000 Penalty: 5475.604004
	Iteration 45Q: 3 clusters Score -7327270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58178 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -7327266.000000 Penalty: 5475.604004
	Iteration 46Q: 3 clusters Score -7327266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58182 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -7327268.000000 Penalty: 5475.604004
	Iteration 47Q: 3 clusters Score -7327268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -7327261.000000 Penalty: 5475.604004
	Iteration 48Q: 3 clusters Score -7327261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -7327261.000000 Penalty: 5475.604004
	Iteration 49F: 3 clusters Score -7327261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 70794 members 
Mstep: Class 4 contains 576 members 
Mstep: Class 5 contains 4103 members 
Mstep: Class 6 contains 45185 members 
Mstep: Class 7 contains 337 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 604 members 
Mstep: Class 10 contains 133483 members 
Mstep: Class 12 contains 2715 members 
Mstep: Class 16 contains 11655 members 
Mstep: Class 17 contains 219749 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 20 contains 3759 members 
Mstep: Class 22 contains 28330 members 
Mstep: Class 23 contains 286831 members 
Mstep: Class 24 contains 58185 members 
Entering Unmasked Estep 
Score: -104266768.000000 Penalty: 61069.699219
Splitting cluster 24 changes total score from -104263968.000000 to -104266768.000000
So it's getting split into cluster 5.
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 70794 members 
Mstep: Class 6 contains 45185 members 
Mstep: Class 7 contains 337 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 604 members 
Mstep: Class 10 contains 133483 members 
Mstep: Class 12 contains 2715 members 
Mstep: Class 16 contains 11655 members 
Mstep: Class 17 contains 219749 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 20 contains 3759 members 
Mstep: Class 22 contains 28330 members 
Mstep: Class 23 contains 286831 members 
Mstep: Class 24 contains 58185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104268992.000000 Penalty: 61069.699219
Iteration 39Q: 19 clusters Score -1.04269e+08 nChanged 15492
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 3 contains 71761 members 
Mstep: Class 4 contains 571 members 
Mstep: Class 5 contains 4103 members 
Mstep: Class 6 contains 46588 members 
Mstep: Class 7 contains 338 members 
Mstep: Class 8 contains 1034 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 135000 members 
Mstep: Class 12 contains 2655 members 
Mstep: Class 16 contains 11619 members 
Mstep: Class 17 contains 217969 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 4162 members 
Mstep: Class 22 contains 28748 members 
Mstep: Class 23 contains 282056 members 
Mstep: Class 24 contains 60092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3236.756348 but Gain 3392.757812
Score: -104272424.000000 Penalty: 57676.941406
Iteration 40F: 18 clusters Score -1.042724e+08 nChanged 14409
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1530 members 
Mstep: Class 3 contains 72663 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 47901 members 
Mstep: Class 8 contains 1071 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 136924 members 
Mstep: Class 12 contains 2625 members 
Mstep: Class 16 contains 11565 members 
Mstep: Class 17 contains 216788 members 
Mstep: Class 19 contains 4354 members 
Mstep: Class 20 contains 4345 members 
Mstep: Class 22 contains 29191 members 
Mstep: Class 23 contains 277438 members 
Mstep: Class 24 contains 61258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104275680.000000 Penalty: 57676.941406
Iteration 41Q: 18 clusters Score -1.042757e+08 nChanged 13149
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 73486 members 
Mstep: Class 4 contains 658 members 
Mstep: Class 5 contains 4240 members 
Mstep: Class 6 contains 49144 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 138847 members 
Mstep: Class 12 contains 2621 members 
Mstep: Class 16 contains 11490 members 
Mstep: Class 17 contains 216319 members 
Mstep: Class 19 contains 4279 members 
Mstep: Class 20 contains 4395 members 
Mstep: Class 22 contains 29636 members 
Mstep: Class 23 contains 272620 members 
Mstep: Class 24 contains 62005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104278624.000000 Penalty: 57676.941406
Iteration 42Q: 18 clusters Score -1.042786e+08 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1683 members 
Mstep: Class 3 contains 74230 members 
Mstep: Class 4 contains 658 members 
Mstep: Class 5 contains 4355 members 
Mstep: Class 6 contains 50279 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 140621 members 
Mstep: Class 12 contains 2620 members 
Mstep: Class 16 contains 11396 members 
Mstep: Class 17 contains 216505 members 
Mstep: Class 19 contains 4206 members 
Mstep: Class 20 contains 4420 members 
Mstep: Class 22 contains 30065 members 
Mstep: Class 23 contains 267716 members 
Mstep: Class 24 contains 62586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104280352.000000 Penalty: 57676.941406
Iteration 43Q: 18 clusters Score -1.042804e+08 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1732 members 
Mstep: Class 3 contains 74885 members 
Mstep: Class 4 contains 653 members 
Mstep: Class 5 contains 4466 members 
Mstep: Class 6 contains 51347 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 142323 members 
Mstep: Class 12 contains 2626 members 
Mstep: Class 16 contains 11277 members 
Mstep: Class 17 contains 217188 members 
Mstep: Class 19 contains 4151 members 
Mstep: Class 20 contains 4437 members 
Mstep: Class 22 contains 30494 members 
Mstep: Class 23 contains 262745 members 
Mstep: Class 24 contains 63003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104282032.000000 Penalty: 57676.941406
Iteration 44Q: 18 clusters Score -1.04282e+08 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1781 members 
Mstep: Class 3 contains 75566 members 
Mstep: Class 4 contains 650 members 
Mstep: Class 5 contains 4563 members 
Mstep: Class 6 contains 52321 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 143859 members 
Mstep: Class 12 contains 2626 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 218241 members 
Mstep: Class 19 contains 4109 members 
Mstep: Class 20 contains 4442 members 
Mstep: Class 22 contains 30888 members 
Mstep: Class 23 contains 257807 members 
Mstep: Class 24 contains 63343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104283328.000000 Penalty: 57676.941406
Iteration 45Q: 18 clusters Score -1.042833e+08 nChanged 10534
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 76189 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 4670 members 
Mstep: Class 6 contains 53207 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 684 members 
Mstep: Class 10 contains 145349 members 
Mstep: Class 12 contains 2633 members 
Mstep: Class 16 contains 10995 members 
Mstep: Class 17 contains 219636 members 
Mstep: Class 19 contains 4069 members 
Mstep: Class 20 contains 4440 members 
Mstep: Class 22 contains 31264 members 
Mstep: Class 23 contains 252825 members 
Mstep: Class 24 contains 63556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104285120.000000 Penalty: 57676.941406
Iteration 46Q: 18 clusters Score -1.042851e+08 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1852 members 
Mstep: Class 3 contains 76806 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 54058 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 694 members 
Mstep: Class 10 contains 146593 members 
Mstep: Class 12 contains 2636 members 
Mstep: Class 16 contains 10885 members 
Mstep: Class 17 contains 221180 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 4441 members 
Mstep: Class 22 contains 31603 members 
Mstep: Class 23 contains 247995 members 
Mstep: Class 24 contains 63808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104286728.000000 Penalty: 57676.941406
Iteration 47Q: 18 clusters Score -1.042867e+08 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1863 members 
Mstep: Class 3 contains 77364 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 4818 members 
Mstep: Class 6 contains 54869 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 701 members 
Mstep: Class 10 contains 147714 members 
Mstep: Class 12 contains 2644 members 
Mstep: Class 16 contains 10805 members 
Mstep: Class 17 contains 222771 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 4436 members 
Mstep: Class 22 contains 31938 members 
Mstep: Class 23 contains 243364 members 
Mstep: Class 24 contains 64038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104288528.000000 Penalty: 57676.941406
Iteration 48Q: 18 clusters Score -1.042885e+08 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1875 members 
Mstep: Class 3 contains 77962 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 4869 members 
Mstep: Class 6 contains 55586 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 706 members 
Mstep: Class 10 contains 148675 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 16 contains 10802 members 
Mstep: Class 17 contains 224529 members 
Mstep: Class 19 contains 4003 members 
Mstep: Class 20 contains 4434 members 
Mstep: Class 22 contains 32250 members 
Mstep: Class 23 contains 238792 members 
Mstep: Class 24 contains 64210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104290744.000000 Penalty: 57676.941406
Iteration 49Q: 18 clusters Score -1.042907e+08 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 78533 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 4915 members 
Mstep: Class 6 contains 56218 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 707 members 
Mstep: Class 10 contains 149501 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 16 contains 10858 members 
Mstep: Class 17 contains 226227 members 
Mstep: Class 19 contains 3984 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 22 contains 32547 members 
Mstep: Class 23 contains 234522 members 
Mstep: Class 24 contains 64351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104291184.000000 Penalty: 57676.941406
Iteration 50Q: 18 clusters Score -1.042912e+08 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 79065 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 4966 members 
Mstep: Class 6 contains 56789 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 709 members 
Mstep: Class 10 contains 150255 members 
Mstep: Class 12 contains 2661 members 
Mstep: Class 16 contains 10949 members 
Mstep: Class 17 contains 227782 members 
Mstep: Class 19 contains 3967 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 22 contains 32861 members 
Mstep: Class 23 contains 230531 members 
Mstep: Class 24 contains 64468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104292600.000000 Penalty: 57676.941406
Iteration 51Q: 18 clusters Score -1.042926e+08 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1932 members 
Mstep: Class 3 contains 79588 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 57283 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 711 members 
Mstep: Class 10 contains 150877 members 
Mstep: Class 12 contains 2661 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 229268 members 
Mstep: Class 19 contains 3945 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 22 contains 33174 members 
Mstep: Class 23 contains 226846 members 
Mstep: Class 24 contains 64559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104293992.000000 Penalty: 57676.941406
Iteration 52Q: 18 clusters Score -1.04294e+08 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1935 members 
Mstep: Class 3 contains 80054 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 5064 members 
Mstep: Class 6 contains 57722 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 715 members 
Mstep: Class 10 contains 151440 members 
Mstep: Class 12 contains 2664 members 
Mstep: Class 16 contains 11158 members 
Mstep: Class 17 contains 230628 members 
Mstep: Class 19 contains 3940 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 22 contains 33482 members 
Mstep: Class 23 contains 223498 members 
Mstep: Class 24 contains 64614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104294856.000000 Penalty: 57676.941406
Iteration 53Q: 18 clusters Score -1.042949e+08 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1940 members 
Mstep: Class 3 contains 80559 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 5110 members 
Mstep: Class 6 contains 58145 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 720 members 
Mstep: Class 10 contains 151898 members 
Mstep: Class 12 contains 2666 members 
Mstep: Class 16 contains 11326 members 
Mstep: Class 17 contains 231680 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 4424 members 
Mstep: Class 22 contains 33727 members 
Mstep: Class 23 contains 220561 members 
Mstep: Class 24 contains 64651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295392.000000 Penalty: 57676.941406
Iteration 54Q: 18 clusters Score -1.042954e+08 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1944 members 
Mstep: Class 3 contains 81100 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 5158 members 
Mstep: Class 6 contains 58528 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 729 members 
Mstep: Class 10 contains 152234 members 
Mstep: Class 12 contains 2671 members 
Mstep: Class 16 contains 11491 members 
Mstep: Class 17 contains 232497 members 
Mstep: Class 19 contains 3923 members 
Mstep: Class 20 contains 4425 members 
Mstep: Class 22 contains 33986 members 
Mstep: Class 23 contains 217955 members 
Mstep: Class 24 contains 64703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104295952.000000 Penalty: 57676.941406
Iteration 55Q: 18 clusters Score -1.04296e+08 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1950 members 
Mstep: Class 3 contains 81695 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 5202 members 
Mstep: Class 6 contains 58859 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 152505 members 
Mstep: Class 12 contains 2678 members 
Mstep: Class 16 contains 11635 members 
Mstep: Class 17 contains 233024 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 4418 members 
Mstep: Class 22 contains 34221 members 
Mstep: Class 23 contains 215774 members 
Mstep: Class 24 contains 64736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296344.000000 Penalty: 57676.941406
Iteration 56Q: 18 clusters Score -1.042963e+08 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1952 members 
Mstep: Class 3 contains 82205 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 59178 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 745 members 
Mstep: Class 10 contains 152655 members 
Mstep: Class 12 contains 2679 members 
Mstep: Class 16 contains 11796 members 
Mstep: Class 17 contains 233308 members 
Mstep: Class 19 contains 3904 members 
Mstep: Class 20 contains 4417 members 
Mstep: Class 22 contains 34450 members 
Mstep: Class 23 contains 213998 members 
Mstep: Class 24 contains 64808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104296568.000000 Penalty: 57676.941406
Iteration 57Q: 18 clusters Score -1.042966e+08 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 82691 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 5289 members 
Mstep: Class 6 contains 59463 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 152760 members 
Mstep: Class 12 contains 2679 members 
Mstep: Class 16 contains 11971 members 
Mstep: Class 17 contains 233478 members 
Mstep: Class 19 contains 3895 members 
Mstep: Class 20 contains 4410 members 
Mstep: Class 22 contains 34646 members 
Mstep: Class 23 contains 212483 members 
Mstep: Class 24 contains 64869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297232.000000 Penalty: 57676.941406
Iteration 58Q: 18 clusters Score -1.042972e+08 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 83157 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 5321 members 
Mstep: Class 6 contains 59737 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 755 members 
Mstep: Class 10 contains 152771 members 
Mstep: Class 12 contains 2680 members 
Mstep: Class 16 contains 12141 members 
Mstep: Class 17 contains 233357 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 4412 members 
Mstep: Class 22 contains 34836 members 
Mstep: Class 23 contains 211389 members 
Mstep: Class 24 contains 64934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104297768.000000 Penalty: 57676.941406
Iteration 59Q: 18 clusters Score -1.042978e+08 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1965 members 
Mstep: Class 3 contains 83575 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 5345 members 
Mstep: Class 6 contains 60007 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 757 members 
Mstep: Class 10 contains 152729 members 
Mstep: Class 12 contains 2684 members 
Mstep: Class 16 contains 12327 members 
Mstep: Class 17 contains 233148 members 
Mstep: Class 19 contains 3883 members 
Mstep: Class 20 contains 4414 members 
Mstep: Class 22 contains 34991 members 
Mstep: Class 23 contains 210523 members 
Mstep: Class 24 contains 64995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104298544.000000 Penalty: 57676.941406
Iteration 60F: 18 clusters Score -1.042985e+08 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1979 members 
Mstep: Class 3 contains 83989 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 5367 members 
Mstep: Class 6 contains 60254 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 759 members 
Mstep: Class 10 contains 152594 members 
Mstep: Class 12 contains 2685 members 
Mstep: Class 16 contains 12492 members 
Mstep: Class 17 contains 232883 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 4408 members 
Mstep: Class 22 contains 35143 members 
Mstep: Class 23 contains 209851 members 
Mstep: Class 24 contains 65069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299112.000000 Penalty: 57676.941406
Iteration 61Q: 18 clusters Score -1.042991e+08 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 84338 members 
Mstep: Class 4 contains 637 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 60466 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 152345 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 16 contains 12692 members 
Mstep: Class 17 contains 232553 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4411 members 
Mstep: Class 22 contains 35295 members 
Mstep: Class 23 contains 209423 members 
Mstep: Class 24 contains 65141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299560.000000 Penalty: 57676.941406
Iteration 62Q: 18 clusters Score -1.042996e+08 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2002 members 
Mstep: Class 3 contains 84650 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 5417 members 
Mstep: Class 6 contains 60694 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 152015 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 16 contains 12884 members 
Mstep: Class 17 contains 232190 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 4409 members 
Mstep: Class 22 contains 35427 members 
Mstep: Class 23 contains 209194 members 
Mstep: Class 24 contains 65169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299728.000000 Penalty: 57676.941406
Iteration 63Q: 18 clusters Score -1.042997e+08 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2009 members 
Mstep: Class 3 contains 84933 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 60865 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 766 members 
Mstep: Class 10 contains 151648 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 16 contains 13123 members 
Mstep: Class 17 contains 231736 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 4412 members 
Mstep: Class 22 contains 35524 members 
Mstep: Class 23 contains 209144 members 
Mstep: Class 24 contains 65214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299520.000000 Penalty: 57676.941406
Iteration 64Q: 18 clusters Score -1.042995e+08 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2011 members 
Mstep: Class 3 contains 85231 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 5472 members 
Mstep: Class 6 contains 60993 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 151291 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 16 contains 13359 members 
Mstep: Class 17 contains 231231 members 
Mstep: Class 19 contains 3840 members 
Mstep: Class 20 contains 4407 members 
Mstep: Class 22 contains 35587 members 
Mstep: Class 23 contains 209215 members 
Mstep: Class 24 contains 65260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299592.000000 Penalty: 57676.941406
Iteration 65Q: 18 clusters Score -1.042996e+08 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 85499 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 61137 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 150894 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 16 contains 13590 members 
Mstep: Class 17 contains 230732 members 
Mstep: Class 19 contains 3839 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 22 contains 35643 members 
Mstep: Class 23 contains 209335 members 
Mstep: Class 24 contains 65311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104299992.000000 Penalty: 57676.941406
Iteration 66Q: 18 clusters Score -1.043e+08 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 85712 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 5523 members 
Mstep: Class 6 contains 61284 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 150474 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 16 contains 13822 members 
Mstep: Class 17 contains 230281 members 
Mstep: Class 19 contains 3840 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35724 members 
Mstep: Class 23 contains 209470 members 
Mstep: Class 24 contains 65352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300256.000000 Penalty: 57676.941406
Iteration 67Q: 18 clusters Score -1.043003e+08 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 85929 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 5551 members 
Mstep: Class 6 contains 61401 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 150052 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 16 contains 14080 members 
Mstep: Class 17 contains 229859 members 
Mstep: Class 19 contains 3842 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 35798 members 
Mstep: Class 23 contains 209580 members 
Mstep: Class 24 contains 65390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300224.000000 Penalty: 57676.941406
Iteration 68Q: 18 clusters Score -1.043002e+08 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 86112 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 61491 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 149605 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 16 contains 14353 members 
Mstep: Class 17 contains 229442 members 
Mstep: Class 19 contains 3843 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 22 contains 35866 members 
Mstep: Class 23 contains 209769 members 
Mstep: Class 24 contains 65427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300368.000000 Penalty: 57676.941406
Iteration 69Q: 18 clusters Score -1.043004e+08 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 86284 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 5586 members 
Mstep: Class 6 contains 61586 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 149113 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 16 contains 14654 members 
Mstep: Class 17 contains 229016 members 
Mstep: Class 19 contains 3843 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 22 contains 35921 members 
Mstep: Class 23 contains 210028 members 
Mstep: Class 24 contains 65449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104300720.000000 Penalty: 57676.941406
Iteration 70Q: 18 clusters Score -1.043007e+08 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 86436 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 5601 members 
Mstep: Class 6 contains 61667 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 148637 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 16 contains 14922 members 
Mstep: Class 17 contains 228629 members 
Mstep: Class 19 contains 3843 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35965 members 
Mstep: Class 23 contains 210316 members 
Mstep: Class 24 contains 65466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301192.000000 Penalty: 57676.941406
Iteration 71Q: 18 clusters Score -1.043012e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 86570 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 5615 members 
Mstep: Class 6 contains 61731 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 148127 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 16 contains 15179 members 
Mstep: Class 17 contains 228260 members 
Mstep: Class 19 contains 3844 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36024 members 
Mstep: Class 23 contains 210638 members 
Mstep: Class 24 contains 65493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301320.000000 Penalty: 57676.941406
Iteration 72Q: 18 clusters Score -1.043013e+08 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 86704 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 61775 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 147634 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 16 contains 15437 members 
Mstep: Class 17 contains 227887 members 
Mstep: Class 19 contains 3845 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 22 contains 36058 members 
Mstep: Class 23 contains 210998 members 
Mstep: Class 24 contains 65510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301496.000000 Penalty: 57676.941406
Iteration 73Q: 18 clusters Score -1.043015e+08 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 86828 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 5654 members 
Mstep: Class 6 contains 61846 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 147131 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 16 contains 15693 members 
Mstep: Class 17 contains 227548 members 
Mstep: Class 19 contains 3844 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36107 members 
Mstep: Class 23 contains 211296 members 
Mstep: Class 24 contains 65535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301664.000000 Penalty: 57676.941406
Iteration 74Q: 18 clusters Score -1.043017e+08 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 86953 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 5668 members 
Mstep: Class 6 contains 61931 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 146633 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 16 contains 15943 members 
Mstep: Class 17 contains 227194 members 
Mstep: Class 19 contains 3844 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 36147 members 
Mstep: Class 23 contains 211613 members 
Mstep: Class 24 contains 65559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301504.000000 Penalty: 57676.941406
Iteration 75Q: 18 clusters Score -1.043015e+08 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 87081 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 5679 members 
Mstep: Class 6 contains 61996 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 146144 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 16 contains 16193 members 
Mstep: Class 17 contains 226832 members 
Mstep: Class 19 contains 3843 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 36188 members 
Mstep: Class 23 contains 211922 members 
Mstep: Class 24 contains 65607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301864.000000 Penalty: 57676.941406
Iteration 76Q: 18 clusters Score -1.043019e+08 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 87206 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5689 members 
Mstep: Class 6 contains 62043 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 145631 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 16 contains 16440 members 
Mstep: Class 17 contains 226528 members 
Mstep: Class 19 contains 3842 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36216 members 
Mstep: Class 23 contains 212253 members 
Mstep: Class 24 contains 65634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104301616.000000 Penalty: 57676.941406
Iteration 77Q: 18 clusters Score -1.043016e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 87309 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5699 members 
Mstep: Class 6 contains 62100 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 145157 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 16 contains 16696 members 
Mstep: Class 17 contains 226229 members 
Mstep: Class 19 contains 3844 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36251 members 
Mstep: Class 23 contains 212540 members 
Mstep: Class 24 contains 65656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302072.000000 Penalty: 57676.941406
Iteration 78Q: 18 clusters Score -1.043021e+08 nChanged 1704
Entering ConstructFrom: 
Score: -104302072.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (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: -50463.902344 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -50463.9 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: -49063.855469 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -49063.86 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49390.410156 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -49390.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49550.871094 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -49550.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49691.414062 Penalty: 3144.818115
	Iteration 3F: 3 clusters Score -49691.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -49838.070312 Penalty: 3144.818115
	Iteration 4F: 3 clusters Score -49838.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -49970.066406 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -49970.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -50056.800781 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -50056.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -50118.484375 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -50118.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -50130.457031 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -50130.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -50132.320312 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -50132.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -50163.937500 Penalty: 3144.818115
	Iteration 10F: 3 clusters Score -50163.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -50327.203125 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -50327.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -50547.929688 Penalty: 3144.818115
	Iteration 12Q: 3 clusters Score -50547.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -50686.277344 Penalty: 3144.818115
	Iteration 13Q: 3 clusters Score -50686.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50753.105469 Penalty: 3144.818115
	Iteration 14Q: 3 clusters Score -50753.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50782.101562 Penalty: 3144.818115
	Iteration 15Q: 3 clusters Score -50782.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50808.714844 Penalty: 3144.818115
	Iteration 16Q: 3 clusters Score -50808.71 nChanged 3
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: -50817.519531 Penalty: 3144.818115
	Iteration 17Q: 3 clusters Score -50817.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50826.550781 Penalty: 3144.818115
	Iteration 18Q: 3 clusters Score -50826.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50837.402344 Penalty: 3144.818115
	Iteration 19Q: 3 clusters Score -50837.4 nChanged 3
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: -50857.492188 Penalty: 3144.818115
	Iteration 20F: 3 clusters Score -50857.49 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: -50872.402344 Penalty: 3144.818115
	Iteration 21Q: 3 clusters Score -50872.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50874.300781 Penalty: 3144.818115
	Iteration 22Q: 3 clusters Score -50874.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50876.683594 Penalty: 3144.818115
	Iteration 23Q: 3 clusters Score -50876.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50876.683594 Penalty: 3144.818115
	Iteration 24F: 3 clusters Score -50876.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 87390 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5709 members 
Mstep: Class 6 contains 62149 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 144718 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 16 contains 16945 members 
Mstep: Class 17 contains 226001 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36285 members 
Mstep: Class 23 contains 212777 members 
Mstep: Class 24 contains 65660 members 
Entering Unmasked Estep 
Score: -104300776.000000 Penalty: 61069.699219
Splitting cluster 1 changes total score from -104302072.000000 to -104300776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Entering Unmasked Estep 
Score: -218736.390625 Penalty: 1886.630615
	Iteration 0F: 2 clusters Score -218736.4 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 1038 members 
Entering Unmasked Estep 
Score: -216173.750000 Penalty: 3773.261230
	Iteration 0F: 3 clusters Score -216173.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -216632.906250 Penalty: 3773.261230
	Iteration 1F: 3 clusters Score -216632.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -216743.875000 Penalty: 3773.261230
	Iteration 2F: 3 clusters Score -216743.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -216827.921875 Penalty: 3773.261230
	Iteration 3Q: 3 clusters Score -216827.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -216888.078125 Penalty: 3773.261230
	Iteration 4Q: 3 clusters Score -216888.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -216927.875000 Penalty: 3773.261230
	Iteration 5Q: 3 clusters Score -216927.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -216955.906250 Penalty: 3773.261230
	Iteration 6Q: 3 clusters Score -216955.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -216971.187500 Penalty: 3773.261230
	Iteration 7Q: 3 clusters Score -216971.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -216979.015625 Penalty: 3773.261230
	Iteration 8Q: 3 clusters Score -216979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -216985.609375 Penalty: 3773.261230
	Iteration 9Q: 3 clusters Score -216985.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -216988.750000 Penalty: 3773.261230
	Iteration 10Q: 3 clusters Score -216988.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -216993.281250 Penalty: 3773.261230
	Iteration 11Q: 3 clusters Score -216993.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -217000.078125 Penalty: 3773.261230
	Iteration 12Q: 3 clusters Score -217000.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -217004.359375 Penalty: 3773.261230
	Iteration 13Q: 3 clusters Score -217004.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -217011.328125 Penalty: 3773.261230
	Iteration 14Q: 3 clusters Score -217011.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -217019.859375 Penalty: 3773.261230
	Iteration 15Q: 3 clusters Score -217019.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -217027.703125 Penalty: 3773.261230
	Iteration 16Q: 3 clusters Score -217027.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -217030.156250 Penalty: 3773.261230
	Iteration 17Q: 3 clusters Score -217030.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -217033.734375 Penalty: 3773.261230
	Iteration 18Q: 3 clusters Score -217033.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -217037.984375 Penalty: 3773.261230
	Iteration 19Q: 3 clusters Score -217038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -217040.656250 Penalty: 3773.261230
	Iteration 20F: 3 clusters Score -217040.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -217041.750000 Penalty: 3773.261230
	Iteration 21Q: 3 clusters Score -217041.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -217047.171875 Penalty: 3773.261230
	Iteration 22Q: 3 clusters Score -217047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -217051.515625 Penalty: 3773.261230
	Iteration 23Q: 3 clusters Score -217051.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -217056.937500 Penalty: 3773.261230
	Iteration 24Q: 3 clusters Score -217056.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -217061.562500 Penalty: 3773.261230
	Iteration 25Q: 3 clusters Score -217061.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -217065.296875 Penalty: 3773.261230
	Iteration 26Q: 3 clusters Score -217065.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -217069.609375 Penalty: 3773.261230
	Iteration 27Q: 3 clusters Score -217069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -217071.312500 Penalty: 3773.261230
	Iteration 28Q: 3 clusters Score -217071.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -217072.890625 Penalty: 3773.261230
	Iteration 29Q: 3 clusters Score -217072.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -217074.343750 Penalty: 3773.261230
	Iteration 30Q: 3 clusters Score -217074.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -217076.843750 Penalty: 3773.261230
	Iteration 31Q: 3 clusters Score -217076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -217077.750000 Penalty: 3773.261230
	Iteration 32Q: 3 clusters Score -217077.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -217078.328125 Penalty: 3773.261230
	Iteration 33Q: 3 clusters Score -217078.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -217078.328125 Penalty: 3773.261230
	Iteration 34F: 3 clusters Score -217078.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (87390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87390 members 
Entering Unmasked Estep 
Score: -10708023.000000 Penalty: 2821.777588
	Iteration 0F: 2 clusters Score -1.070802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -10649320.000000 Penalty: 5643.555176
	Iteration 0F: 3 clusters Score -1.064932e+07 nChanged 41214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -10672550.000000 Penalty: 5643.555176
	Iteration 1F: 3 clusters Score -1.067255e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -10673359.000000 Penalty: 5643.555176
	Iteration 2Q: 3 clusters Score -1.067336e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -10674284.000000 Penalty: 5643.555176
	Iteration 3Q: 3 clusters Score -1.067428e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -10675804.000000 Penalty: 5643.555176
	Iteration 4Q: 3 clusters Score -1.06758e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -10678318.000000 Penalty: 5643.555176
	Iteration 5F: 3 clusters Score -1.067832e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -10682056.000000 Penalty: 5643.555176
	Iteration 6F: 3 clusters Score -1.068206e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -10687323.000000 Penalty: 5643.555176
	Iteration 7F: 3 clusters Score -1.068732e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -10693220.000000 Penalty: 5643.555176
	Iteration 8F: 3 clusters Score -1.069322e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -10697611.000000 Penalty: 5643.555176
	Iteration 9F: 3 clusters Score -1.069761e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -10699318.000000 Penalty: 5643.555176
	Iteration 10Q: 3 clusters Score -1.069932e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
Score: -10700027.000000 Penalty: 5643.555176
	Iteration 11Q: 3 clusters Score -1.070003e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 64162 members 
Entering Unmasked Estep 
Score: -10700420.000000 Penalty: 5643.555176
	Iteration 12Q: 3 clusters Score -1.070042e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -10700792.000000 Penalty: 5643.555176
	Iteration 13Q: 3 clusters Score -1.070079e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -10701123.000000 Penalty: 5643.555176
	Iteration 14Q: 3 clusters Score -1.070112e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 67332 members 
Entering Unmasked Estep 
Score: -10701473.000000 Penalty: 5643.555176
	Iteration 15Q: 3 clusters Score -1.070147e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -10701833.000000 Penalty: 5643.555176
	Iteration 16Q: 3 clusters Score -1.070183e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 69374 members 
Entering Unmasked Estep 
Score: -10702108.000000 Penalty: 5643.555176
	Iteration 17Q: 3 clusters Score -1.070211e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 70324 members 
Entering Unmasked Estep 
Score: -10702358.000000 Penalty: 5643.555176
	Iteration 18Q: 3 clusters Score -1.070236e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 71232 members 
Entering Unmasked Estep 
Score: -10702580.000000 Penalty: 5643.555176
	Iteration 19Q: 3 clusters Score -1.070258e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 72137 members 
Entering Unmasked Estep 
Score: -10702858.000000 Penalty: 5643.555176
	Iteration 20F: 3 clusters Score -1.070286e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 73034 members 
Entering Unmasked Estep 
Score: -10703139.000000 Penalty: 5643.555176
	Iteration 21Q: 3 clusters Score -1.070314e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -10703396.000000 Penalty: 5643.555176
	Iteration 22Q: 3 clusters Score -1.07034e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 74787 members 
Entering Unmasked Estep 
Score: -10703572.000000 Penalty: 5643.555176
	Iteration 23Q: 3 clusters Score -1.070357e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 75554 members 
Entering Unmasked Estep 
Score: -10703838.000000 Penalty: 5643.555176
	Iteration 24Q: 3 clusters Score -1.070384e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -10704009.000000 Penalty: 5643.555176
	Iteration 25Q: 3 clusters Score -1.070401e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 76968 members 
Entering Unmasked Estep 
Score: -10704258.000000 Penalty: 5643.555176
	Iteration 26Q: 3 clusters Score -1.070426e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 77592 members 
Entering Unmasked Estep 
Score: -10704433.000000 Penalty: 5643.555176
	Iteration 27Q: 3 clusters Score -1.070443e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -10704565.000000 Penalty: 5643.555176
	Iteration 28Q: 3 clusters Score -1.070456e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 78737 members 
Entering Unmasked Estep 
Score: -10704659.000000 Penalty: 5643.555176
	Iteration 29Q: 3 clusters Score -1.070466e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 79259 members 
Entering Unmasked Estep 
Score: -10704810.000000 Penalty: 5643.555176
	Iteration 30Q: 3 clusters Score -1.070481e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 79743 members 
Entering Unmasked Estep 
Score: -10704905.000000 Penalty: 5643.555176
	Iteration 31Q: 3 clusters Score -1.07049e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 80164 members 
Entering Unmasked Estep 
Score: -10705011.000000 Penalty: 5643.555176
	Iteration 32Q: 3 clusters Score -1.070501e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -10705156.000000 Penalty: 5643.555176
	Iteration 33Q: 3 clusters Score -1.070516e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -10705244.000000 Penalty: 5643.555176
	Iteration 34Q: 3 clusters Score -1.070524e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 81244 members 
Entering Unmasked Estep 
Score: -10705353.000000 Penalty: 5643.555176
	Iteration 35Q: 3 clusters Score -1.070535e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 81570 members 
Entering Unmasked Estep 
Score: -10705426.000000 Penalty: 5643.555176
	Iteration 36Q: 3 clusters Score -1.070543e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 81872 members 
Entering Unmasked Estep 
Score: -10705511.000000 Penalty: 5643.555176
	Iteration 37Q: 3 clusters Score -1.070551e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 82152 members 
Entering Unmasked Estep 
Score: -10705567.000000 Penalty: 5643.555176
	Iteration 38Q: 3 clusters Score -1.070557e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 82380 members 
Entering Unmasked Estep 
Score: -10705659.000000 Penalty: 5643.555176
	Iteration 39Q: 3 clusters Score -1.070566e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 82574 members 
Entering Unmasked Estep 
Score: -10705680.000000 Penalty: 5643.555176
	Iteration 40F: 3 clusters Score -1.070568e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 82763 members 
Entering Unmasked Estep 
Score: -10705698.000000 Penalty: 5643.555176
	Iteration 41Q: 3 clusters Score -1.07057e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 82922 members 
Entering Unmasked Estep 
Score: -10705760.000000 Penalty: 5643.555176
	Iteration 42Q: 3 clusters Score -1.070576e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 83076 members 
Entering Unmasked Estep 
Score: -10705760.000000 Penalty: 5643.555176
	Iteration 43Q: 3 clusters Score -1.070576e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 83227 members 
Entering Unmasked Estep 
Score: -10705781.000000 Penalty: 5643.555176
	Iteration 44Q: 3 clusters Score -1.070578e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 83360 members 
Entering Unmasked Estep 
Score: -10705817.000000 Penalty: 5643.555176
	Iteration 45Q: 3 clusters Score -1.070582e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 83495 members 
Entering Unmasked Estep 
Score: -10705834.000000 Penalty: 5643.555176
	Iteration 46Q: 3 clusters Score -1.070583e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 83616 members 
Entering Unmasked Estep 
Score: -10705864.000000 Penalty: 5643.555176
	Iteration 47Q: 3 clusters Score -1.070586e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 83731 members 
Entering Unmasked Estep 
Score: -10705894.000000 Penalty: 5643.555176
	Iteration 48Q: 3 clusters Score -1.070589e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 83840 members 
Entering Unmasked Estep 
Score: -10705924.000000 Penalty: 5643.555176
	Iteration 49Q: 3 clusters Score -1.070592e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 83933 members 
Entering Unmasked Estep 
Score: -10705932.000000 Penalty: 5643.555176
	Iteration 50Q: 3 clusters Score -1.070593e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 84024 members 
Entering Unmasked Estep 
Score: -10705939.000000 Penalty: 5643.555176
	Iteration 51Q: 3 clusters Score -1.070594e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 84110 members 
Entering Unmasked Estep 
Score: -10705940.000000 Penalty: 5643.555176
	Iteration 52Q: 3 clusters Score -1.070594e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 84172 members 
Entering Unmasked Estep 
Score: -10705955.000000 Penalty: 5643.555176
	Iteration 53Q: 3 clusters Score -1.070596e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 84223 members 
Entering Unmasked Estep 
Score: -10705978.000000 Penalty: 5643.555176
	Iteration 54Q: 3 clusters Score -1.070598e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 84271 members 
Entering Unmasked Estep 
Score: -10705980.000000 Penalty: 5643.555176
	Iteration 55Q: 3 clusters Score -1.070598e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 84309 members 
Entering Unmasked Estep 
Score: -10705975.000000 Penalty: 5643.555176
	Iteration 56Q: 3 clusters Score -1.070598e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 84344 members 
Entering Unmasked Estep 
Score: -10705986.000000 Penalty: 5643.555176
	Iteration 57Q: 3 clusters Score -1.070599e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 84374 members 
Entering Unmasked Estep 
Score: -10706000.000000 Penalty: 5643.555176
	Iteration 58Q: 3 clusters Score -1.0706e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 84398 members 
Entering Unmasked Estep 
Score: -10705994.000000 Penalty: 5643.555176
	Iteration 59Q: 3 clusters Score -1.070599e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 84428 members 
Entering Unmasked Estep 
Score: -10706018.000000 Penalty: 5643.555176
	Iteration 60F: 3 clusters Score -1.070602e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 84452 members 
Entering Unmasked Estep 
Score: -10706011.000000 Penalty: 5643.555176
	Iteration 61Q: 3 clusters Score -1.070601e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 84476 members 
Entering Unmasked Estep 
Score: -10706043.000000 Penalty: 5643.555176
	Iteration 62Q: 3 clusters Score -1.070604e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 84500 members 
Entering Unmasked Estep 
Score: -10706042.000000 Penalty: 5643.555176
	Iteration 63Q: 3 clusters Score -1.070604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 84520 members 
Entering Unmasked Estep 
Score: -10706041.000000 Penalty: 5643.555176
	Iteration 64Q: 3 clusters Score -1.070604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 84536 members 
Entering Unmasked Estep 
Score: -10706030.000000 Penalty: 5643.555176
	Iteration 65Q: 3 clusters Score -1.070603e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 84555 members 
Entering Unmasked Estep 
Score: -10706044.000000 Penalty: 5643.555176
	Iteration 66Q: 3 clusters Score -1.070604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 84573 members 
Entering Unmasked Estep 
Score: -10706043.000000 Penalty: 5643.555176
	Iteration 67Q: 3 clusters Score -1.070604e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 84588 members 
Entering Unmasked Estep 
Score: -10706048.000000 Penalty: 5643.555176
	Iteration 68Q: 3 clusters Score -1.070605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 84601 members 
Entering Unmasked Estep 
Score: -10706070.000000 Penalty: 5643.555176
	Iteration 69Q: 3 clusters Score -1.070607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -10706064.000000 Penalty: 5643.555176
	Iteration 70Q: 3 clusters Score -1.070606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 84623 members 
Entering Unmasked Estep 
Score: -10706060.000000 Penalty: 5643.555176
	Iteration 71Q: 3 clusters Score -1.070606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 84635 members 
Entering Unmasked Estep 
Score: -10706069.000000 Penalty: 5643.555176
	Iteration 72Q: 3 clusters Score -1.070607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 84644 members 
Entering Unmasked Estep 
Score: -10706066.000000 Penalty: 5643.555176
	Iteration 73Q: 3 clusters Score -1.070607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 84649 members 
Entering Unmasked Estep 
Score: -10706068.000000 Penalty: 5643.555176
	Iteration 74Q: 3 clusters Score -1.070607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 84652 members 
Entering Unmasked Estep 
Score: -10706071.000000 Penalty: 5643.555176
	Iteration 75Q: 3 clusters Score -1.070607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 84653 members 
Entering Unmasked Estep 
Score: -10706065.000000 Penalty: 5643.555176
	Iteration 76Q: 3 clusters Score -1.070606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 84654 members 
Entering Unmasked Estep 
Score: -10706065.000000 Penalty: 5643.555176
	Iteration 77Q: 3 clusters Score -1.070606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 84654 members 
Entering Unmasked Estep 
Score: -10706065.000000 Penalty: 5643.555176
	Iteration 78F: 3 clusters Score -1.070606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -63200.835938 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -63200.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61648.609375 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -61648.61 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61981.804688 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -61981.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62097.093750 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -62097.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -62146.390625 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -62146.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62173.503906 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -62173.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62184.828125 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -62184.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -62199.066406 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -62199.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -62211.933594 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -62211.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -62214.910156 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -62214.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -62219.246094 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -62219.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -62225.527344 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -62225.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -62226.027344 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -62226.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -62226.027344 Penalty: 3199.433350
	Iteration 12F: 3 clusters Score -62226.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Entering Unmasked Estep 
Score: -662803.375000 Penalty: 2145.150146
	Iteration 0F: 2 clusters Score -662803.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -657839.937500 Penalty: 4290.300293
	Iteration 0F: 3 clusters Score -657839.9 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -659176.375000 Penalty: 4290.300293
	Iteration 1F: 3 clusters Score -659176.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -659635.875000 Penalty: 4290.300293
	Iteration 2F: 3 clusters Score -659635.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -659985.937500 Penalty: 4290.300293
	Iteration 3F: 3 clusters Score -659985.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -660266.625000 Penalty: 4290.300293
	Iteration 4F: 3 clusters Score -660266.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -660460.500000 Penalty: 4290.300293
	Iteration 5F: 3 clusters Score -660460.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -660608.875000 Penalty: 4290.300293
	Iteration 6Q: 3 clusters Score -660608.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -660723.937500 Penalty: 4290.300293
	Iteration 7Q: 3 clusters Score -660723.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -660823.125000 Penalty: 4290.300293
	Iteration 8Q: 3 clusters Score -660823.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -660904.187500 Penalty: 4290.300293
	Iteration 9Q: 3 clusters Score -660904.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -660961.250000 Penalty: 4290.300293
	Iteration 10Q: 3 clusters Score -660961.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -661013.500000 Penalty: 4290.300293
	Iteration 11Q: 3 clusters Score -661013.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -661056.062500 Penalty: 4290.300293
	Iteration 12Q: 3 clusters Score -661056.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -661095.187500 Penalty: 4290.300293
	Iteration 13Q: 3 clusters Score -661095.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -661133.187500 Penalty: 4290.300293
	Iteration 14Q: 3 clusters Score -661133.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -661168.812500 Penalty: 4290.300293
	Iteration 15Q: 3 clusters Score -661168.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -661196.812500 Penalty: 4290.300293
	Iteration 16Q: 3 clusters Score -661196.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -661218.812500 Penalty: 4290.300293
	Iteration 17Q: 3 clusters Score -661218.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -661237.750000 Penalty: 4290.300293
	Iteration 18Q: 3 clusters Score -661237.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -661256.687500 Penalty: 4290.300293
	Iteration 19Q: 3 clusters Score -661256.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -661273.687500 Penalty: 4290.300293
	Iteration 20F: 3 clusters Score -661273.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -661285.312500 Penalty: 4290.300293
	Iteration 21Q: 3 clusters Score -661285.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -661296.125000 Penalty: 4290.300293
	Iteration 22Q: 3 clusters Score -661296.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -661301.750000 Penalty: 4290.300293
	Iteration 23Q: 3 clusters Score -661301.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -661305.250000 Penalty: 4290.300293
	Iteration 24Q: 3 clusters Score -661305.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -661309.750000 Penalty: 4290.300293
	Iteration 25Q: 3 clusters Score -661309.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -661315.625000 Penalty: 4290.300293
	Iteration 26Q: 3 clusters Score -661315.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -661322.500000 Penalty: 4290.300293
	Iteration 27Q: 3 clusters Score -661322.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -661334.375000 Penalty: 4290.300293
	Iteration 28Q: 3 clusters Score -661334.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -661344.000000 Penalty: 4290.300293
	Iteration 29Q: 3 clusters Score -661344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -661347.187500 Penalty: 4290.300293
	Iteration 30Q: 3 clusters Score -661347.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -661353.125000 Penalty: 4290.300293
	Iteration 31Q: 3 clusters Score -661353.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -661354.187500 Penalty: 4290.300293
	Iteration 32Q: 3 clusters Score -661354.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -661358.125000 Penalty: 4290.300293
	Iteration 33Q: 3 clusters Score -661358.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -661365.687500 Penalty: 4290.300293
	Iteration 34Q: 3 clusters Score -661365.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -661373.687500 Penalty: 4290.300293
	Iteration 35Q: 3 clusters Score -661373.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -661379.125000 Penalty: 4290.300293
	Iteration 36Q: 3 clusters Score -661379.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -661381.250000 Penalty: 4290.300293
	Iteration 37Q: 3 clusters Score -661381.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -661385.437500 Penalty: 4290.300293
	Iteration 38Q: 3 clusters Score -661385.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -661385.812500 Penalty: 4290.300293
	Iteration 39Q: 3 clusters Score -661385.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -661385.812500 Penalty: 4290.300293
	Iteration 40F: 3 clusters Score -661385.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Entering Unmasked Estep 
Score: -7627254.500000 Penalty: 2737.247803
	Iteration 0F: 2 clusters Score -7627254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -7585705.000000 Penalty: 5474.495605
	Iteration 0F: 3 clusters Score -7585705 nChanged 28949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -7601874.500000 Penalty: 5474.495605
	Iteration 1F: 3 clusters Score -7601874 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -7602398.000000 Penalty: 5474.495605
	Iteration 2Q: 3 clusters Score -7602398 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -7602826.500000 Penalty: 5474.495605
	Iteration 3Q: 3 clusters Score -7602826 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -7603553.500000 Penalty: 5474.495605
	Iteration 4Q: 3 clusters Score -7603554 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -7604522.500000 Penalty: 5474.495605
	Iteration 5Q: 3 clusters Score -7604522 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -7606152.500000 Penalty: 5474.495605
	Iteration 6F: 3 clusters Score -7606152 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -7609109.000000 Penalty: 5474.495605
	Iteration 7F: 3 clusters Score -7609109 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -7613583.000000 Penalty: 5474.495605
	Iteration 8F: 3 clusters Score -7613583 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -7618655.000000 Penalty: 5474.495605
	Iteration 9F: 3 clusters Score -7618655 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -7622218.000000 Penalty: 5474.495605
	Iteration 10F: 3 clusters Score -7622218 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60885 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7623919.000000 Penalty: 5474.495605
	Iteration 11Q: 3 clusters Score -7623919 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7624518.500000 Penalty: 5474.495605
	Iteration 12Q: 3 clusters Score -7624518 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61705 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7624712.000000 Penalty: 5474.495605
	Iteration 13Q: 3 clusters Score -7624712 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7624821.500000 Penalty: 5474.495605
	Iteration 14Q: 3 clusters Score -7624822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7624862.500000 Penalty: 5474.495605
	Iteration 15Q: 3 clusters Score -7624862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7624890.500000 Penalty: 5474.495605
	Iteration 16Q: 3 clusters Score -7624890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7624902.500000 Penalty: 5474.495605
	Iteration 17Q: 3 clusters Score -7624902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61856 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7624922.500000 Penalty: 5474.495605
	Iteration 18Q: 3 clusters Score -7624922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7624937.500000 Penalty: 5474.495605
	Iteration 19Q: 3 clusters Score -7624938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7624952.000000 Penalty: 5474.495605
	Iteration 20F: 3 clusters Score -7624952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61866 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7624964.000000 Penalty: 5474.495605
	Iteration 21Q: 3 clusters Score -7624964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61867 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7624962.500000 Penalty: 5474.495605
	Iteration 22Q: 3 clusters Score -7624962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7624966.000000 Penalty: 5474.495605
	Iteration 23Q: 3 clusters Score -7624966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7624974.500000 Penalty: 5474.495605
	Iteration 24Q: 3 clusters Score -7624974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7624986.000000 Penalty: 5474.495605
	Iteration 25Q: 3 clusters Score -7624986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7624986.000000 Penalty: 5474.495605
	Iteration 26F: 3 clusters Score -7624986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -109972.523438 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -109972.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -108057.773438 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -108057.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -108636.898438 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -108636.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -109283.554688 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -109283.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -110123.031250 Penalty: 3485.107666
	Iteration 3F: 3 clusters Score -110123 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -110522.710938 Penalty: 3485.107666
	Iteration 4F: 3 clusters Score -110522.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -110605.078125 Penalty: 3485.107666
	Iteration 5Q: 3 clusters Score -110605.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -110629.562500 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -110629.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -110637.625000 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -110637.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -110638.562500 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -110638.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -110639.789062 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -110639.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -110641.414062 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -110641.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -110644.070312 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -110644.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -110647.828125 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -110647.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -110649.960938 Penalty: 3485.107666
	Iteration 13Q: 3 clusters Score -110650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -110651.500000 Penalty: 3485.107666
	Iteration 14Q: 3 clusters Score -110651.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -110653.273438 Penalty: 3485.107666
	Iteration 15Q: 3 clusters Score -110653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -110655.562500 Penalty: 3485.107666
	Iteration 16Q: 3 clusters Score -110655.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -110655.562500 Penalty: 3485.107666
	Iteration 17F: 3 clusters Score -110655.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 87390 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5709 members 
Mstep: Class 6 contains 62149 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 144718 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 16 contains 16945 members 
Mstep: Class 17 contains 226001 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36285 members 
Mstep: Class 23 contains 212777 members 
Mstep: Class 24 contains 65660 members 
Entering Unmasked Estep 
Score: -104301176.000000 Penalty: 61069.699219
Splitting cluster 8 changes total score from -104302072.000000 to -104301176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -75509.453125 Penalty: 1647.982544
	Iteration 0F: 2 clusters Score -75509.45 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 387 members 
Entering Unmasked Estep 
Score: -73747.257812 Penalty: 3295.965088
	Iteration 0F: 3 clusters Score -73747.26 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -74017.007812 Penalty: 3295.965088
	Iteration 1F: 3 clusters Score -74017.01 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -74135.335938 Penalty: 3295.965088
	Iteration 2F: 3 clusters Score -74135.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -74205.046875 Penalty: 3295.965088
	Iteration 3Q: 3 clusters Score -74205.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -74273.218750 Penalty: 3295.965088
	Iteration 4Q: 3 clusters Score -74273.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -74313.289062 Penalty: 3295.965088
	Iteration 5Q: 3 clusters Score -74313.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -74334.445312 Penalty: 3295.965088
	Iteration 6Q: 3 clusters Score -74334.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -74348.101562 Penalty: 3295.965088
	Iteration 7Q: 3 clusters Score -74348.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -74358.406250 Penalty: 3295.965088
	Iteration 8Q: 3 clusters Score -74358.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -74364.046875 Penalty: 3295.965088
	Iteration 9Q: 3 clusters Score -74364.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -74365.148438 Penalty: 3295.965088
	Iteration 10Q: 3 clusters Score -74365.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -74365.148438 Penalty: 3295.965088
	Iteration 11F: 3 clusters Score -74365.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (144718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144718 members 
Entering Unmasked Estep 
Score: -17688660.000000 Penalty: 2946.870605
	Iteration 0F: 2 clusters Score -1.768866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72136 members 
Mstep: Class 2 contains 72582 members 
Entering Unmasked Estep 
Score: -17591802.000000 Penalty: 5893.741211
	Iteration 0F: 3 clusters Score -1.75918e+07 nChanged 69073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 77093 members 
Entering Unmasked Estep 
Score: -17631898.000000 Penalty: 5893.741211
	Iteration 1F: 3 clusters Score -1.76319e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65225 members 
Mstep: Class 2 contains 79493 members 
Entering Unmasked Estep 
Score: -17632918.000000 Penalty: 5893.741211
	Iteration 2Q: 3 clusters Score -1.763292e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61716 members 
Mstep: Class 2 contains 83002 members 
Entering Unmasked Estep 
Score: -17634528.000000 Penalty: 5893.741211
	Iteration 3Q: 3 clusters Score -1.763453e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56502 members 
Mstep: Class 2 contains 88216 members 
Entering Unmasked Estep 
Score: -17637072.000000 Penalty: 5893.741211
	Iteration 4Q: 3 clusters Score -1.763707e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 95585 members 
Entering Unmasked Estep 
Score: -17641806.000000 Penalty: 5893.741211
	Iteration 5F: 3 clusters Score -1.764181e+07 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 105363 members 
Entering Unmasked Estep 
Score: -17649292.000000 Penalty: 5893.741211
	Iteration 6F: 3 clusters Score -1.764929e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 117014 members 
Entering Unmasked Estep 
Score: -17659438.000000 Penalty: 5893.741211
	Iteration 7F: 3 clusters Score -1.765944e+07 nChanged 11610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 128604 members 
Entering Unmasked Estep 
Score: -17670594.000000 Penalty: 5893.741211
	Iteration 8F: 3 clusters Score -1.767059e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 137405 members 
Entering Unmasked Estep 
Score: -17679174.000000 Penalty: 5893.741211
	Iteration 9F: 3 clusters Score -1.767917e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 142132 members 
Entering Unmasked Estep 
Score: -17683638.000000 Penalty: 5893.741211
	Iteration 10Q: 3 clusters Score -1.768364e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 143844 members 
Entering Unmasked Estep 
Score: -17685220.000000 Penalty: 5893.741211
	Iteration 11Q: 3 clusters Score -1.768522e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 144338 members 
Entering Unmasked Estep 
Score: -17685768.000000 Penalty: 5893.741211
	Iteration 12Q: 3 clusters Score -1.768577e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 144453 members 
Entering Unmasked Estep 
Score: -17685912.000000 Penalty: 5893.741211
	Iteration 13Q: 3 clusters Score -1.768591e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 144485 members 
Entering Unmasked Estep 
Score: -17685970.000000 Penalty: 5893.741211
	Iteration 14Q: 3 clusters Score -1.768597e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 144496 members 
Entering Unmasked Estep 
Score: -17686020.000000 Penalty: 5893.741211
	Iteration 15Q: 3 clusters Score -1.768602e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 144512 members 
Entering Unmasked Estep 
Score: -17686052.000000 Penalty: 5893.741211
	Iteration 16Q: 3 clusters Score -1.768605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 144520 members 
Entering Unmasked Estep 
Score: -17686066.000000 Penalty: 5893.741211
	Iteration 17Q: 3 clusters Score -1.768607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 144521 members 
Entering Unmasked Estep 
Score: -17686082.000000 Penalty: 5893.741211
	Iteration 18Q: 3 clusters Score -1.768608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 144522 members 
Entering Unmasked Estep 
Score: -17686080.000000 Penalty: 5893.741211
	Iteration 19Q: 3 clusters Score -1.768608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 144521 members 
Entering Unmasked Estep 
Score: -17686094.000000 Penalty: 5893.741211
	Iteration 20F: 3 clusters Score -1.768609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 144520 members 
Entering Unmasked Estep 
Score: -17686092.000000 Penalty: 5893.741211
	Iteration 21Q: 3 clusters Score -1.768609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 144520 members 
Entering Unmasked Estep 
Score: -17686092.000000 Penalty: 5893.741211
	Iteration 22F: 3 clusters Score -1.768609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Entering Unmasked Estep 
Score: -293817.343750 Penalty: 1958.345093
	Iteration 0F: 2 clusters Score -293817.3 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 1372 members 
Entering Unmasked Estep 
Score: -290730.093750 Penalty: 3916.690186
	Iteration 0F: 3 clusters Score -290730.1 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -291370.406250 Penalty: 3916.690186
	Iteration 1F: 3 clusters Score -291370.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -291592.062500 Penalty: 3916.690186
	Iteration 2F: 3 clusters Score -291592.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -291752.062500 Penalty: 3916.690186
	Iteration 3F: 3 clusters Score -291752.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -291878.781250 Penalty: 3916.690186
	Iteration 4Q: 3 clusters Score -291878.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -292023.875000 Penalty: 3916.690186
	Iteration 5Q: 3 clusters Score -292023.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -292140.156250 Penalty: 3916.690186
	Iteration 6Q: 3 clusters Score -292140.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -292229.562500 Penalty: 3916.690186
	Iteration 7Q: 3 clusters Score -292229.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -292299.093750 Penalty: 3916.690186
	Iteration 8Q: 3 clusters Score -292299.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -292335.718750 Penalty: 3916.690186
	Iteration 9Q: 3 clusters Score -292335.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -292355.812500 Penalty: 3916.690186
	Iteration 10Q: 3 clusters Score -292355.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -292373.718750 Penalty: 3916.690186
	Iteration 11Q: 3 clusters Score -292373.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -292387.000000 Penalty: 3916.690186
	Iteration 12Q: 3 clusters Score -292387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -292397.468750 Penalty: 3916.690186
	Iteration 13Q: 3 clusters Score -292397.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -292403.750000 Penalty: 3916.690186
	Iteration 14Q: 3 clusters Score -292403.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -292408.375000 Penalty: 3916.690186
	Iteration 15Q: 3 clusters Score -292408.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -292417.218750 Penalty: 3916.690186
	Iteration 16Q: 3 clusters Score -292417.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -292426.531250 Penalty: 3916.690186
	Iteration 17Q: 3 clusters Score -292426.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -292436.500000 Penalty: 3916.690186
	Iteration 18Q: 3 clusters Score -292436.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -292444.312500 Penalty: 3916.690186
	Iteration 19Q: 3 clusters Score -292444.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -292452.656250 Penalty: 3916.690186
	Iteration 20F: 3 clusters Score -292452.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -292458.875000 Penalty: 3916.690186
	Iteration 21Q: 3 clusters Score -292458.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -292467.875000 Penalty: 3916.690186
	Iteration 22Q: 3 clusters Score -292467.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -292473.312500 Penalty: 3916.690186
	Iteration 23Q: 3 clusters Score -292473.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -292479.750000 Penalty: 3916.690186
	Iteration 24Q: 3 clusters Score -292479.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -292483.468750 Penalty: 3916.690186
	Iteration 25Q: 3 clusters Score -292483.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -292487.406250 Penalty: 3916.690186
	Iteration 26Q: 3 clusters Score -292487.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -292496.812500 Penalty: 3916.690186
	Iteration 27Q: 3 clusters Score -292496.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -292504.937500 Penalty: 3916.690186
	Iteration 28Q: 3 clusters Score -292504.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -292506.281250 Penalty: 3916.690186
	Iteration 29Q: 3 clusters Score -292506.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -292506.906250 Penalty: 3916.690186
	Iteration 30Q: 3 clusters Score -292506.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -292508.968750 Penalty: 3916.690186
	Iteration 31Q: 3 clusters Score -292509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -292510.500000 Penalty: 3916.690186
	Iteration 32Q: 3 clusters Score -292510.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -292510.500000 Penalty: 3916.690186
	Iteration 33F: 3 clusters Score -292510.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Entering Unmasked Estep 
Score: -2086914.375000 Penalty: 2414.956543
	Iteration 0F: 2 clusters Score -2086914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2074821.000000 Penalty: 4829.913086
	Iteration 0F: 3 clusters Score -2074821 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2078781.500000 Penalty: 4829.913086
	Iteration 1F: 3 clusters Score -2078782 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2079130.000000 Penalty: 4829.913086
	Iteration 2F: 3 clusters Score -2079130 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2079505.000000 Penalty: 4829.913086
	Iteration 3Q: 3 clusters Score -2079505 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2079915.250000 Penalty: 4829.913086
	Iteration 4Q: 3 clusters Score -2079915 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2080346.250000 Penalty: 4829.913086
	Iteration 5Q: 3 clusters Score -2080346 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2080811.875000 Penalty: 4829.913086
	Iteration 6Q: 3 clusters Score -2080812 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2081245.750000 Penalty: 4829.913086
	Iteration 7Q: 3 clusters Score -2081246 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2081673.000000 Penalty: 4829.913086
	Iteration 8Q: 3 clusters Score -2081673 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2082035.500000 Penalty: 4829.913086
	Iteration 9Q: 3 clusters Score -2082036 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2082387.375000 Penalty: 4829.913086
	Iteration 10Q: 3 clusters Score -2082387 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2082714.375000 Penalty: 4829.913086
	Iteration 11Q: 3 clusters Score -2082714 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2082993.750000 Penalty: 4829.913086
	Iteration 12Q: 3 clusters Score -2082994 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2083220.625000 Penalty: 4829.913086
	Iteration 13Q: 3 clusters Score -2083221 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2083397.625000 Penalty: 4829.913086
	Iteration 14Q: 3 clusters Score -2083398 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2083552.250000 Penalty: 4829.913086
	Iteration 15Q: 3 clusters Score -2083552 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2083685.875000 Penalty: 4829.913086
	Iteration 16Q: 3 clusters Score -2083686 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2083775.750000 Penalty: 4829.913086
	Iteration 17Q: 3 clusters Score -2083776 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2083877.750000 Penalty: 4829.913086
	Iteration 18Q: 3 clusters Score -2083878 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2083978.625000 Penalty: 4829.913086
	Iteration 19Q: 3 clusters Score -2083979 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2084055.750000 Penalty: 4829.913086
	Iteration 20F: 3 clusters Score -2084056 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2084105.750000 Penalty: 4829.913086
	Iteration 21Q: 3 clusters Score -2084106 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2084157.125000 Penalty: 4829.913086
	Iteration 22Q: 3 clusters Score -2084157 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2084197.875000 Penalty: 4829.913086
	Iteration 23Q: 3 clusters Score -2084198 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2084253.250000 Penalty: 4829.913086
	Iteration 24Q: 3 clusters Score -2084253 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2084283.250000 Penalty: 4829.913086
	Iteration 25Q: 3 clusters Score -2084283 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2084323.000000 Penalty: 4829.913086
	Iteration 26Q: 3 clusters Score -2084323 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2084359.500000 Penalty: 4829.913086
	Iteration 27Q: 3 clusters Score -2084360 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2084387.250000 Penalty: 4829.913086
	Iteration 28Q: 3 clusters Score -2084387 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2084418.625000 Penalty: 4829.913086
	Iteration 29Q: 3 clusters Score -2084419 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2084444.875000 Penalty: 4829.913086
	Iteration 30Q: 3 clusters Score -2084445 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2084469.750000 Penalty: 4829.913086
	Iteration 31Q: 3 clusters Score -2084470 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2084494.250000 Penalty: 4829.913086
	Iteration 32Q: 3 clusters Score -2084494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2084511.000000 Penalty: 4829.913086
	Iteration 33Q: 3 clusters Score -2084511 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2084535.000000 Penalty: 4829.913086
	Iteration 34Q: 3 clusters Score -2084535 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2084549.250000 Penalty: 4829.913086
	Iteration 35Q: 3 clusters Score -2084549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2084558.500000 Penalty: 4829.913086
	Iteration 36Q: 3 clusters Score -2084558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2084570.125000 Penalty: 4829.913086
	Iteration 37Q: 3 clusters Score -2084570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2084578.250000 Penalty: 4829.913086
	Iteration 38Q: 3 clusters Score -2084578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2084586.875000 Penalty: 4829.913086
	Iteration 39Q: 3 clusters Score -2084587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2084600.125000 Penalty: 4829.913086
	Iteration 40F: 3 clusters Score -2084600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2084610.625000 Penalty: 4829.913086
	Iteration 41Q: 3 clusters Score -2084611 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2084621.875000 Penalty: 4829.913086
	Iteration 42Q: 3 clusters Score -2084622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2084631.250000 Penalty: 4829.913086
	Iteration 43Q: 3 clusters Score -2084631 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2084643.250000 Penalty: 4829.913086
	Iteration 44Q: 3 clusters Score -2084643 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2084648.375000 Penalty: 4829.913086
	Iteration 45Q: 3 clusters Score -2084648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2084663.000000 Penalty: 4829.913086
	Iteration 46Q: 3 clusters Score -2084663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2084678.375000 Penalty: 4829.913086
	Iteration 47Q: 3 clusters Score -2084678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2084686.625000 Penalty: 4829.913086
	Iteration 48Q: 3 clusters Score -2084687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2084697.625000 Penalty: 4829.913086
	Iteration 49Q: 3 clusters Score -2084698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2084705.000000 Penalty: 4829.913086
	Iteration 50Q: 3 clusters Score -2084705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2084713.375000 Penalty: 4829.913086
	Iteration 51Q: 3 clusters Score -2084713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2084716.375000 Penalty: 4829.913086
	Iteration 52Q: 3 clusters Score -2084716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2084719.125000 Penalty: 4829.913086
	Iteration 53Q: 3 clusters Score -2084719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2084722.750000 Penalty: 4829.913086
	Iteration 54Q: 3 clusters Score -2084723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2084728.000000 Penalty: 4829.913086
	Iteration 55Q: 3 clusters Score -2084728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2084733.875000 Penalty: 4829.913086
	Iteration 56Q: 3 clusters Score -2084734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2084738.250000 Penalty: 4829.913086
	Iteration 57Q: 3 clusters Score -2084738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2084745.500000 Penalty: 4829.913086
	Iteration 58Q: 3 clusters Score -2084746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2084753.250000 Penalty: 4829.913086
	Iteration 59Q: 3 clusters Score -2084753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2084758.000000 Penalty: 4829.913086
	Iteration 60F: 3 clusters Score -2084758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2084760.875000 Penalty: 4829.913086
	Iteration 61Q: 3 clusters Score -2084761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2084769.125000 Penalty: 4829.913086
	Iteration 62Q: 3 clusters Score -2084769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2084772.875000 Penalty: 4829.913086
	Iteration 63Q: 3 clusters Score -2084773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2084776.250000 Penalty: 4829.913086
	Iteration 64Q: 3 clusters Score -2084776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2084782.875000 Penalty: 4829.913086
	Iteration 65Q: 3 clusters Score -2084783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2084784.625000 Penalty: 4829.913086
	Iteration 66Q: 3 clusters Score -2084785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2084788.875000 Penalty: 4829.913086
	Iteration 67Q: 3 clusters Score -2084789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2084794.625000 Penalty: 4829.913086
	Iteration 68Q: 3 clusters Score -2084795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2084799.125000 Penalty: 4829.913086
	Iteration 69Q: 3 clusters Score -2084799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2084799.125000 Penalty: 4829.913086
	Iteration 70Q: 3 clusters Score -2084799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2084803.625000 Penalty: 4829.913086
	Iteration 71Q: 3 clusters Score -2084804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2084806.125000 Penalty: 4829.913086
	Iteration 72Q: 3 clusters Score -2084806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2084810.250000 Penalty: 4829.913086
	Iteration 73Q: 3 clusters Score -2084810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2084816.375000 Penalty: 4829.913086
	Iteration 74Q: 3 clusters Score -2084816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2084817.250000 Penalty: 4829.913086
	Iteration 75Q: 3 clusters Score -2084817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2084819.750000 Penalty: 4829.913086
	Iteration 76Q: 3 clusters Score -2084820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2084822.000000 Penalty: 4829.913086
	Iteration 77Q: 3 clusters Score -2084822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2084825.500000 Penalty: 4829.913086
	Iteration 78Q: 3 clusters Score -2084826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2084826.875000 Penalty: 4829.913086
	Iteration 79Q: 3 clusters Score -2084827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2084825.500000 Penalty: 4829.913086
	Iteration 80F: 3 clusters Score -2084826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2084824.250000 Penalty: 4829.913086
	Iteration 81Q: 3 clusters Score -2084824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2084825.875000 Penalty: 4829.913086
	Iteration 82Q: 3 clusters Score -2084826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2084825.875000 Penalty: 4829.913086
	Iteration 83F: 3 clusters Score -2084826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (226001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226001 members 
Entering Unmasked Estep 
Score: -27405516.000000 Penalty: 3057.416992
	Iteration 0F: 2 clusters Score -2.740552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113164 members 
Mstep: Class 2 contains 112837 members 
Entering Unmasked Estep 
Score: -27260980.000000 Penalty: 6114.833984
	Iteration 0F: 3 clusters Score -2.726098e+07 nChanged 108769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117209 members 
Mstep: Class 2 contains 108792 members 
Entering Unmasked Estep 
Score: -27324432.000000 Penalty: 6114.833984
	Iteration 1F: 3 clusters Score -2.732443e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119342 members 
Mstep: Class 2 contains 106659 members 
Entering Unmasked Estep 
Score: -27325554.000000 Penalty: 6114.833984
	Iteration 2Q: 3 clusters Score -2.732555e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122777 members 
Mstep: Class 2 contains 103224 members 
Entering Unmasked Estep 
Score: -27327302.000000 Penalty: 6114.833984
	Iteration 3Q: 3 clusters Score -2.73273e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128166 members 
Mstep: Class 2 contains 97835 members 
Entering Unmasked Estep 
Score: -27330394.000000 Penalty: 6114.833984
	Iteration 4Q: 3 clusters Score -2.733039e+07 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136494 members 
Mstep: Class 2 contains 89507 members 
Entering Unmasked Estep 
Score: -27336102.000000 Penalty: 6114.833984
	Iteration 5F: 3 clusters Score -2.73361e+07 nChanged 14925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148455 members 
Mstep: Class 2 contains 77546 members 
Entering Unmasked Estep 
Score: -27345726.000000 Penalty: 6114.833984
	Iteration 6F: 3 clusters Score -2.734573e+07 nChanged 17711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163506 members 
Mstep: Class 2 contains 62495 members 
Entering Unmasked Estep 
Score: -27359600.000000 Penalty: 6114.833984
	Iteration 7F: 3 clusters Score -2.73596e+07 nChanged 17312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178402 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -27376130.000000 Penalty: 6114.833984
	Iteration 8F: 3 clusters Score -2.737613e+07 nChanged 13044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188812 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -27388912.000000 Penalty: 6114.833984
	Iteration 9F: 3 clusters Score -2.738891e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194275 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -27396076.000000 Penalty: 6114.833984
	Iteration 10Q: 3 clusters Score -2.739608e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197420 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -27398920.000000 Penalty: 6114.833984
	Iteration 11Q: 3 clusters Score -2.739892e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199926 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -27400150.000000 Penalty: 6114.833984
	Iteration 12Q: 3 clusters Score -2.740015e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202147 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -27401016.000000 Penalty: 6114.833984
	Iteration 13Q: 3 clusters Score -2.740102e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204186 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -27401690.000000 Penalty: 6114.833984
	Iteration 14Q: 3 clusters Score -2.740169e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206130 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -27402230.000000 Penalty: 6114.833984
	Iteration 15Q: 3 clusters Score -2.740223e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207946 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -27402462.000000 Penalty: 6114.833984
	Iteration 16Q: 3 clusters Score -2.740246e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209682 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -27402580.000000 Penalty: 6114.833984
	Iteration 17Q: 3 clusters Score -2.740258e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211252 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -27402742.000000 Penalty: 6114.833984
	Iteration 18Q: 3 clusters Score -2.740274e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212741 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -27402908.000000 Penalty: 6114.833984
	Iteration 19Q: 3 clusters Score -2.740291e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214168 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -27403140.000000 Penalty: 6114.833984
	Iteration 20F: 3 clusters Score -2.740314e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215485 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -27403276.000000 Penalty: 6114.833984
	Iteration 21Q: 3 clusters Score -2.740328e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216684 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -27403458.000000 Penalty: 6114.833984
	Iteration 22Q: 3 clusters Score -2.740346e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217753 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -27403616.000000 Penalty: 6114.833984
	Iteration 23Q: 3 clusters Score -2.740362e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218625 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -27403708.000000 Penalty: 6114.833984
	Iteration 24Q: 3 clusters Score -2.740371e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219355 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -27403678.000000 Penalty: 6114.833984
	Iteration 25Q: 3 clusters Score -2.740368e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219975 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -27403778.000000 Penalty: 6114.833984
	Iteration 26Q: 3 clusters Score -2.740378e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220546 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -27403874.000000 Penalty: 6114.833984
	Iteration 27Q: 3 clusters Score -2.740387e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221064 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -27403900.000000 Penalty: 6114.833984
	Iteration 28Q: 3 clusters Score -2.74039e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221486 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -27404020.000000 Penalty: 6114.833984
	Iteration 29Q: 3 clusters Score -2.740402e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221807 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -27404044.000000 Penalty: 6114.833984
	Iteration 30Q: 3 clusters Score -2.740404e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222089 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -27404070.000000 Penalty: 6114.833984
	Iteration 31Q: 3 clusters Score -2.740407e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222344 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -27404024.000000 Penalty: 6114.833984
	Iteration 32Q: 3 clusters Score -2.740402e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222565 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -27404028.000000 Penalty: 6114.833984
	Iteration 33Q: 3 clusters Score -2.740403e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222731 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -27404038.000000 Penalty: 6114.833984
	Iteration 34Q: 3 clusters Score -2.740404e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222890 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -27404018.000000 Penalty: 6114.833984
	Iteration 35Q: 3 clusters Score -2.740402e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223016 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -27404018.000000 Penalty: 6114.833984
	Iteration 36Q: 3 clusters Score -2.740402e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223131 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -27403988.000000 Penalty: 6114.833984
	Iteration 37Q: 3 clusters Score -2.740399e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223243 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -27404000.000000 Penalty: 6114.833984
	Iteration 38Q: 3 clusters Score -2.7404e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223341 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -27403952.000000 Penalty: 6114.833984
	Iteration 39Q: 3 clusters Score -2.740395e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223448 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -27403928.000000 Penalty: 6114.833984
	Iteration 40F: 3 clusters Score -2.740393e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223541 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -27403924.000000 Penalty: 6114.833984
	Iteration 41Q: 3 clusters Score -2.740392e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223622 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -27403898.000000 Penalty: 6114.833984
	Iteration 42Q: 3 clusters Score -2.74039e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223692 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -27403908.000000 Penalty: 6114.833984
	Iteration 43Q: 3 clusters Score -2.740391e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223752 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -27403900.000000 Penalty: 6114.833984
	Iteration 44Q: 3 clusters Score -2.74039e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223798 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -27403890.000000 Penalty: 6114.833984
	Iteration 45Q: 3 clusters Score -2.740389e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223836 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -27403882.000000 Penalty: 6114.833984
	Iteration 46Q: 3 clusters Score -2.740388e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223873 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -27403858.000000 Penalty: 6114.833984
	Iteration 47Q: 3 clusters Score -2.740386e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223903 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -27403878.000000 Penalty: 6114.833984
	Iteration 48Q: 3 clusters Score -2.740388e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223930 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -27403890.000000 Penalty: 6114.833984
	Iteration 49Q: 3 clusters Score -2.740389e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223951 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -27403900.000000 Penalty: 6114.833984
	Iteration 50Q: 3 clusters Score -2.74039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223965 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -27403896.000000 Penalty: 6114.833984
	Iteration 51Q: 3 clusters Score -2.74039e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223982 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -27403896.000000 Penalty: 6114.833984
	Iteration 52Q: 3 clusters Score -2.74039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223996 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -27403904.000000 Penalty: 6114.833984
	Iteration 53Q: 3 clusters Score -2.74039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224006 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -27403884.000000 Penalty: 6114.833984
	Iteration 54Q: 3 clusters Score -2.740388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224008 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -27403878.000000 Penalty: 6114.833984
	Iteration 55Q: 3 clusters Score -2.740388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224009 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -27403876.000000 Penalty: 6114.833984
	Iteration 56Q: 3 clusters Score -2.740388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224010 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -27403876.000000 Penalty: 6114.833984
	Iteration 57Q: 3 clusters Score -2.740388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224011 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -27403876.000000 Penalty: 6114.833984
	Iteration 58Q: 3 clusters Score -2.740388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224013 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -27403882.000000 Penalty: 6114.833984
	Iteration 59Q: 3 clusters Score -2.740388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224019 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -27403900.000000 Penalty: 6114.833984
	Iteration 60F: 3 clusters Score -2.74039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224026 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -27403892.000000 Penalty: 6114.833984
	Iteration 61Q: 3 clusters Score -2.740389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224031 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -27403900.000000 Penalty: 6114.833984
	Iteration 62Q: 3 clusters Score -2.74039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224039 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -27403896.000000 Penalty: 6114.833984
	Iteration 63Q: 3 clusters Score -2.74039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224047 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -27403904.000000 Penalty: 6114.833984
	Iteration 64Q: 3 clusters Score -2.74039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224053 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -27403906.000000 Penalty: 6114.833984
	Iteration 65Q: 3 clusters Score -2.740391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224059 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -27403874.000000 Penalty: 6114.833984
	Iteration 66Q: 3 clusters Score -2.740387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224066 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -27403866.000000 Penalty: 6114.833984
	Iteration 67Q: 3 clusters Score -2.740387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224073 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -27403870.000000 Penalty: 6114.833984
	Iteration 68Q: 3 clusters Score -2.740387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224082 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -27403846.000000 Penalty: 6114.833984
	Iteration 69Q: 3 clusters Score -2.740385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224087 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -27403852.000000 Penalty: 6114.833984
	Iteration 70Q: 3 clusters Score -2.740385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224088 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -27403864.000000 Penalty: 6114.833984
	Iteration 71Q: 3 clusters Score -2.740386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224090 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -27403864.000000 Penalty: 6114.833984
	Iteration 72Q: 3 clusters Score -2.740386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224091 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -27403860.000000 Penalty: 6114.833984
	Iteration 73Q: 3 clusters Score -2.740386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224091 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -27403860.000000 Penalty: 6114.833984
	Iteration 74F: 3 clusters Score -2.740386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Entering Unmasked Estep 
Score: -438477.843750 Penalty: 2047.252075
	Iteration 0F: 2 clusters Score -438477.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -434683.000000 Penalty: 4094.504150
	Iteration 0F: 3 clusters Score -434683 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -435468.406250 Penalty: 4094.504150
	Iteration 1F: 3 clusters Score -435468.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -435632.906250 Penalty: 4094.504150
	Iteration 2F: 3 clusters Score -435632.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -435710.062500 Penalty: 4094.504150
	Iteration 3Q: 3 clusters Score -435710.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -435761.968750 Penalty: 4094.504150
	Iteration 4Q: 3 clusters Score -435762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -435798.312500 Penalty: 4094.504150
	Iteration 5Q: 3 clusters Score -435798.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -435837.312500 Penalty: 4094.504150
	Iteration 6Q: 3 clusters Score -435837.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -435868.031250 Penalty: 4094.504150
	Iteration 7Q: 3 clusters Score -435868 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -435896.343750 Penalty: 4094.504150
	Iteration 8Q: 3 clusters Score -435896.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -435920.531250 Penalty: 4094.504150
	Iteration 9Q: 3 clusters Score -435920.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -435939.718750 Penalty: 4094.504150
	Iteration 10Q: 3 clusters Score -435939.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -435962.406250 Penalty: 4094.504150
	Iteration 11Q: 3 clusters Score -435962.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -435996.062500 Penalty: 4094.504150
	Iteration 12Q: 3 clusters Score -435996.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -436023.125000 Penalty: 4094.504150
	Iteration 13Q: 3 clusters Score -436023.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -436050.906250 Penalty: 4094.504150
	Iteration 14Q: 3 clusters Score -436050.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -436074.375000 Penalty: 4094.504150
	Iteration 15Q: 3 clusters Score -436074.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -436096.156250 Penalty: 4094.504150
	Iteration 16Q: 3 clusters Score -436096.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -436119.781250 Penalty: 4094.504150
	Iteration 17Q: 3 clusters Score -436119.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -436150.125000 Penalty: 4094.504150
	Iteration 18Q: 3 clusters Score -436150.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -436181.656250 Penalty: 4094.504150
	Iteration 19Q: 3 clusters Score -436181.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -436211.625000 Penalty: 4094.504150
	Iteration 20F: 3 clusters Score -436211.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -436242.468750 Penalty: 4094.504150
	Iteration 21Q: 3 clusters Score -436242.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -436285.062500 Penalty: 4094.504150
	Iteration 22Q: 3 clusters Score -436285.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -436318.000000 Penalty: 4094.504150
	Iteration 23Q: 3 clusters Score -436318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -436346.281250 Penalty: 4094.504150
	Iteration 24Q: 3 clusters Score -436346.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -436378.343750 Penalty: 4094.504150
	Iteration 25Q: 3 clusters Score -436378.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -436414.718750 Penalty: 4094.504150
	Iteration 26Q: 3 clusters Score -436414.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -436457.687500 Penalty: 4094.504150
	Iteration 27Q: 3 clusters Score -436457.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -436512.031250 Penalty: 4094.504150
	Iteration 28Q: 3 clusters Score -436512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -436550.406250 Penalty: 4094.504150
	Iteration 29Q: 3 clusters Score -436550.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -436576.187500 Penalty: 4094.504150
	Iteration 30Q: 3 clusters Score -436576.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -436598.375000 Penalty: 4094.504150
	Iteration 31Q: 3 clusters Score -436598.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -436620.062500 Penalty: 4094.504150
	Iteration 32Q: 3 clusters Score -436620.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -436641.031250 Penalty: 4094.504150
	Iteration 33Q: 3 clusters Score -436641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -436665.343750 Penalty: 4094.504150
	Iteration 34Q: 3 clusters Score -436665.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -436685.718750 Penalty: 4094.504150
	Iteration 35Q: 3 clusters Score -436685.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -436697.937500 Penalty: 4094.504150
	Iteration 36Q: 3 clusters Score -436697.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -436711.812500 Penalty: 4094.504150
	Iteration 37Q: 3 clusters Score -436711.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -436724.906250 Penalty: 4094.504150
	Iteration 38Q: 3 clusters Score -436724.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -436739.156250 Penalty: 4094.504150
	Iteration 39Q: 3 clusters Score -436739.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -436748.968750 Penalty: 4094.504150
	Iteration 40F: 3 clusters Score -436749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -436756.312500 Penalty: 4094.504150
	Iteration 41Q: 3 clusters Score -436756.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -436761.562500 Penalty: 4094.504150
	Iteration 42Q: 3 clusters Score -436761.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -436763.468750 Penalty: 4094.504150
	Iteration 43Q: 3 clusters Score -436763.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -436763.906250 Penalty: 4094.504150
	Iteration 44Q: 3 clusters Score -436763.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -436767.875000 Penalty: 4094.504150
	Iteration 45Q: 3 clusters Score -436767.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -436771.156250 Penalty: 4094.504150
	Iteration 46Q: 3 clusters Score -436771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -436771.062500 Penalty: 4094.504150
	Iteration 47Q: 3 clusters Score -436771.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -436772.687500 Penalty: 4094.504150
	Iteration 48Q: 3 clusters Score -436772.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -436774.156250 Penalty: 4094.504150
	Iteration 49Q: 3 clusters Score -436774.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -436777.312500 Penalty: 4094.504150
	Iteration 50Q: 3 clusters Score -436777.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -436777.500000 Penalty: 4094.504150
	Iteration 51Q: 3 clusters Score -436777.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -436777.500000 Penalty: 4094.504150
	Iteration 52F: 3 clusters Score -436777.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Entering Unmasked Estep 
Score: -500883.906250 Penalty: 2080.617676
	Iteration 0F: 2 clusters Score -500883.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -496735.093750 Penalty: 4161.235352
	Iteration 0F: 3 clusters Score -496735.1 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -497675.125000 Penalty: 4161.235352
	Iteration 1F: 3 clusters Score -497675.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -497901.781250 Penalty: 4161.235352
	Iteration 2F: 3 clusters Score -497901.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -498051.281250 Penalty: 4161.235352
	Iteration 3F: 3 clusters Score -498051.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -498159.218750 Penalty: 4161.235352
	Iteration 4Q: 3 clusters Score -498159.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -498276.406250 Penalty: 4161.235352
	Iteration 5Q: 3 clusters Score -498276.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -498384.875000 Penalty: 4161.235352
	Iteration 6Q: 3 clusters Score -498384.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -498453.343750 Penalty: 4161.235352
	Iteration 7Q: 3 clusters Score -498453.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -498495.781250 Penalty: 4161.235352
	Iteration 8Q: 3 clusters Score -498495.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -498536.093750 Penalty: 4161.235352
	Iteration 9Q: 3 clusters Score -498536.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -498565.062500 Penalty: 4161.235352
	Iteration 10Q: 3 clusters Score -498565.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -498585.312500 Penalty: 4161.235352
	Iteration 11Q: 3 clusters Score -498585.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -498596.343750 Penalty: 4161.235352
	Iteration 12Q: 3 clusters Score -498596.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -498606.062500 Penalty: 4161.235352
	Iteration 13Q: 3 clusters Score -498606.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -498614.062500 Penalty: 4161.235352
	Iteration 14Q: 3 clusters Score -498614.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -498628.625000 Penalty: 4161.235352
	Iteration 15Q: 3 clusters Score -498628.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -498637.656250 Penalty: 4161.235352
	Iteration 16Q: 3 clusters Score -498637.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -498645.750000 Penalty: 4161.235352
	Iteration 17Q: 3 clusters Score -498645.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -498658.031250 Penalty: 4161.235352
	Iteration 18Q: 3 clusters Score -498658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -498664.031250 Penalty: 4161.235352
	Iteration 19Q: 3 clusters Score -498664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -498671.000000 Penalty: 4161.235352
	Iteration 20F: 3 clusters Score -498671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -498678.812500 Penalty: 4161.235352
	Iteration 21Q: 3 clusters Score -498678.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -498684.406250 Penalty: 4161.235352
	Iteration 22Q: 3 clusters Score -498684.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -498690.281250 Penalty: 4161.235352
	Iteration 23Q: 3 clusters Score -498690.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -498697.218750 Penalty: 4161.235352
	Iteration 24Q: 3 clusters Score -498697.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -498701.000000 Penalty: 4161.235352
	Iteration 25Q: 3 clusters Score -498701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -498703.875000 Penalty: 4161.235352
	Iteration 26Q: 3 clusters Score -498703.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -498708.343750 Penalty: 4161.235352
	Iteration 27Q: 3 clusters Score -498708.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -498712.875000 Penalty: 4161.235352
	Iteration 28Q: 3 clusters Score -498712.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -498717.781250 Penalty: 4161.235352
	Iteration 29Q: 3 clusters Score -498717.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -498721.687500 Penalty: 4161.235352
	Iteration 30Q: 3 clusters Score -498721.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -498724.500000 Penalty: 4161.235352
	Iteration 31Q: 3 clusters Score -498724.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -498728.000000 Penalty: 4161.235352
	Iteration 32Q: 3 clusters Score -498728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -498730.031250 Penalty: 4161.235352
	Iteration 33Q: 3 clusters Score -498730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -498731.562500 Penalty: 4161.235352
	Iteration 34Q: 3 clusters Score -498731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -498732.375000 Penalty: 4161.235352
	Iteration 35Q: 3 clusters Score -498732.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -498733.718750 Penalty: 4161.235352
	Iteration 36Q: 3 clusters Score -498733.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -498734.031250 Penalty: 4161.235352
	Iteration 37Q: 3 clusters Score -498734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -498734.906250 Penalty: 4161.235352
	Iteration 38Q: 3 clusters Score -498734.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -498735.906250 Penalty: 4161.235352
	Iteration 39Q: 3 clusters Score -498735.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -498737.062500 Penalty: 4161.235352
	Iteration 40F: 3 clusters Score -498737.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -498738.812500 Penalty: 4161.235352
	Iteration 41Q: 3 clusters Score -498738.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -498738.906250 Penalty: 4161.235352
	Iteration 42Q: 3 clusters Score -498738.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -498741.000000 Penalty: 4161.235352
	Iteration 43Q: 3 clusters Score -498741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -498741.000000 Penalty: 4161.235352
	Iteration 44F: 3 clusters Score -498741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Entering Unmasked Estep 
Score: -4475549.500000 Penalty: 2603.791748
	Iteration 0F: 2 clusters Score -4475550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -4450841.500000 Penalty: 5207.583496
	Iteration 0F: 3 clusters Score -4450842 nChanged 16515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -4459790.500000 Penalty: 5207.583496
	Iteration 1F: 3 clusters Score -4459790 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -4460189.500000 Penalty: 5207.583496
	Iteration 2Q: 3 clusters Score -4460190 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4460526.000000 Penalty: 5207.583496
	Iteration 3Q: 3 clusters Score -4460526 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -4460789.500000 Penalty: 5207.583496
	Iteration 4Q: 3 clusters Score -4460790 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -4461043.500000 Penalty: 5207.583496
	Iteration 5Q: 3 clusters Score -4461044 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -4461264.500000 Penalty: 5207.583496
	Iteration 6Q: 3 clusters Score -4461264 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -4461530.500000 Penalty: 5207.583496
	Iteration 7Q: 3 clusters Score -4461530 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -4461844.000000 Penalty: 5207.583496
	Iteration 8Q: 3 clusters Score -4461844 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -4462326.500000 Penalty: 5207.583496
	Iteration 9Q: 3 clusters Score -4462326 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -4463075.500000 Penalty: 5207.583496
	Iteration 10Q: 3 clusters Score -4463076 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -4464183.500000 Penalty: 5207.583496
	Iteration 11Q: 3 clusters Score -4464184 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -4465755.000000 Penalty: 5207.583496
	Iteration 12F: 3 clusters Score -4465755 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -4467836.500000 Penalty: 5207.583496
	Iteration 13F: 3 clusters Score -4467836 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -4469629.000000 Penalty: 5207.583496
	Iteration 14F: 3 clusters Score -4469629 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -4470590.000000 Penalty: 5207.583496
	Iteration 15Q: 3 clusters Score -4470590 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -4471008.500000 Penalty: 5207.583496
	Iteration 16Q: 3 clusters Score -4471008 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -4471242.000000 Penalty: 5207.583496
	Iteration 17Q: 3 clusters Score -4471242 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -4471416.000000 Penalty: 5207.583496
	Iteration 18Q: 3 clusters Score -4471416 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -4471573.000000 Penalty: 5207.583496
	Iteration 19Q: 3 clusters Score -4471573 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -4471685.000000 Penalty: 5207.583496
	Iteration 20F: 3 clusters Score -4471685 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -4471813.500000 Penalty: 5207.583496
	Iteration 21Q: 3 clusters Score -4471814 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -4471908.500000 Penalty: 5207.583496
	Iteration 22Q: 3 clusters Score -4471908 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -4472004.500000 Penalty: 5207.583496
	Iteration 23Q: 3 clusters Score -4472004 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -4472098.500000 Penalty: 5207.583496
	Iteration 24Q: 3 clusters Score -4472098 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -4472185.500000 Penalty: 5207.583496
	Iteration 25Q: 3 clusters Score -4472186 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -4472283.500000 Penalty: 5207.583496
	Iteration 26Q: 3 clusters Score -4472284 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -4472363.500000 Penalty: 5207.583496
	Iteration 27Q: 3 clusters Score -4472364 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -4472473.000000 Penalty: 5207.583496
	Iteration 28Q: 3 clusters Score -4472473 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -4472554.000000 Penalty: 5207.583496
	Iteration 29Q: 3 clusters Score -4472554 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -4472620.000000 Penalty: 5207.583496
	Iteration 30Q: 3 clusters Score -4472620 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -4472679.000000 Penalty: 5207.583496
	Iteration 31Q: 3 clusters Score -4472679 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -4472734.500000 Penalty: 5207.583496
	Iteration 32Q: 3 clusters Score -4472734 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -4472769.000000 Penalty: 5207.583496
	Iteration 33Q: 3 clusters Score -4472769 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -4472810.500000 Penalty: 5207.583496
	Iteration 34Q: 3 clusters Score -4472810 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -4472846.000000 Penalty: 5207.583496
	Iteration 35Q: 3 clusters Score -4472846 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -4472863.000000 Penalty: 5207.583496
	Iteration 36Q: 3 clusters Score -4472863 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -4472895.000000 Penalty: 5207.583496
	Iteration 37Q: 3 clusters Score -4472895 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -4472931.500000 Penalty: 5207.583496
	Iteration 38Q: 3 clusters Score -4472932 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -4472969.500000 Penalty: 5207.583496
	Iteration 39Q: 3 clusters Score -4472970 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -4472994.000000 Penalty: 5207.583496
	Iteration 40F: 3 clusters Score -4472994 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -4473011.000000 Penalty: 5207.583496
	Iteration 41Q: 3 clusters Score -4473011 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4473018.000000 Penalty: 5207.583496
	Iteration 42Q: 3 clusters Score -4473018 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4473032.500000 Penalty: 5207.583496
	Iteration 43Q: 3 clusters Score -4473032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4473053.500000 Penalty: 5207.583496
	Iteration 44Q: 3 clusters Score -4473054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4473061.500000 Penalty: 5207.583496
	Iteration 45Q: 3 clusters Score -4473062 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -4473085.000000 Penalty: 5207.583496
	Iteration 46Q: 3 clusters Score -4473085 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4473078.000000 Penalty: 5207.583496
	Iteration 47Q: 3 clusters Score -4473078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4473093.000000 Penalty: 5207.583496
	Iteration 48Q: 3 clusters Score -4473093 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4473105.500000 Penalty: 5207.583496
	Iteration 49Q: 3 clusters Score -4473106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4473118.500000 Penalty: 5207.583496
	Iteration 50Q: 3 clusters Score -4473118 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -4473134.000000 Penalty: 5207.583496
	Iteration 51Q: 3 clusters Score -4473134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4473152.000000 Penalty: 5207.583496
	Iteration 52Q: 3 clusters Score -4473152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4473169.000000 Penalty: 5207.583496
	Iteration 53Q: 3 clusters Score -4473169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4473181.500000 Penalty: 5207.583496
	Iteration 54Q: 3 clusters Score -4473182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4473194.000000 Penalty: 5207.583496
	Iteration 55Q: 3 clusters Score -4473194 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4473208.000000 Penalty: 5207.583496
	Iteration 56Q: 3 clusters Score -4473208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -4473210.500000 Penalty: 5207.583496
	Iteration 57Q: 3 clusters Score -4473210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4473226.500000 Penalty: 5207.583496
	Iteration 58Q: 3 clusters Score -4473226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4473237.000000 Penalty: 5207.583496
	Iteration 59Q: 3 clusters Score -4473237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4473239.000000 Penalty: 5207.583496
	Iteration 60F: 3 clusters Score -4473239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4473241.000000 Penalty: 5207.583496
	Iteration 61Q: 3 clusters Score -4473241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4473239.000000 Penalty: 5207.583496
	Iteration 62Q: 3 clusters Score -4473239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4473244.500000 Penalty: 5207.583496
	Iteration 63Q: 3 clusters Score -4473244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4473262.000000 Penalty: 5207.583496
	Iteration 64Q: 3 clusters Score -4473262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4473265.000000 Penalty: 5207.583496
	Iteration 65Q: 3 clusters Score -4473265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4473268.000000 Penalty: 5207.583496
	Iteration 66Q: 3 clusters Score -4473268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4473277.500000 Penalty: 5207.583496
	Iteration 67Q: 3 clusters Score -4473278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4473281.000000 Penalty: 5207.583496
	Iteration 68Q: 3 clusters Score -4473281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4473291.000000 Penalty: 5207.583496
	Iteration 69Q: 3 clusters Score -4473291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4473290.500000 Penalty: 5207.583496
	Iteration 70Q: 3 clusters Score -4473290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4473288.000000 Penalty: 5207.583496
	Iteration 71Q: 3 clusters Score -4473288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4473294.000000 Penalty: 5207.583496
	Iteration 72Q: 3 clusters Score -4473294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4473304.500000 Penalty: 5207.583496
	Iteration 73Q: 3 clusters Score -4473304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4473302.500000 Penalty: 5207.583496
	Iteration 74Q: 3 clusters Score -4473302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4473319.000000 Penalty: 5207.583496
	Iteration 75Q: 3 clusters Score -4473319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4473314.000000 Penalty: 5207.583496
	Iteration 76Q: 3 clusters Score -4473314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4473319.500000 Penalty: 5207.583496
	Iteration 77Q: 3 clusters Score -4473320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4473327.500000 Penalty: 5207.583496
	Iteration 78Q: 3 clusters Score -4473328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4473331.500000 Penalty: 5207.583496
	Iteration 79Q: 3 clusters Score -4473332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4473342.000000 Penalty: 5207.583496
	Iteration 80F: 3 clusters Score -4473342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4473338.500000 Penalty: 5207.583496
	Iteration 81Q: 3 clusters Score -4473338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4473339.500000 Penalty: 5207.583496
	Iteration 82Q: 3 clusters Score -4473340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4473347.500000 Penalty: 5207.583496
	Iteration 83Q: 3 clusters Score -4473348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4473355.500000 Penalty: 5207.583496
	Iteration 84Q: 3 clusters Score -4473356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4473348.500000 Penalty: 5207.583496
	Iteration 85Q: 3 clusters Score -4473348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4473344.500000 Penalty: 5207.583496
	Iteration 86Q: 3 clusters Score -4473344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4473348.000000 Penalty: 5207.583496
	Iteration 87Q: 3 clusters Score -4473348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4473350.000000 Penalty: 5207.583496
	Iteration 88Q: 3 clusters Score -4473350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4473352.000000 Penalty: 5207.583496
	Iteration 89Q: 3 clusters Score -4473352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4473344.500000 Penalty: 5207.583496
	Iteration 90Q: 3 clusters Score -4473344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4473354.500000 Penalty: 5207.583496
	Iteration 91Q: 3 clusters Score -4473354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4473353.500000 Penalty: 5207.583496
	Iteration 92Q: 3 clusters Score -4473354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4473353.500000 Penalty: 5207.583496
	Iteration 93F: 3 clusters Score -4473354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (212777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212777 members 
Entering Unmasked Estep 
Score: -25864282.000000 Penalty: 3042.463867
	Iteration 0F: 2 clusters Score -2.586428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106188 members 
Mstep: Class 2 contains 106589 members 
Entering Unmasked Estep 
Score: -25725442.000000 Penalty: 6084.927734
	Iteration 0F: 3 clusters Score -2.572544e+07 nChanged 102647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102685 members 
Mstep: Class 2 contains 110092 members 
Entering Unmasked Estep 
Score: -25785760.000000 Penalty: 6084.927734
	Iteration 1F: 3 clusters Score -2.578576e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100139 members 
Mstep: Class 2 contains 112638 members 
Entering Unmasked Estep 
Score: -25786920.000000 Penalty: 6084.927734
	Iteration 2Q: 3 clusters Score -2.578692e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 116685 members 
Entering Unmasked Estep 
Score: -25788550.000000 Penalty: 6084.927734
	Iteration 3Q: 3 clusters Score -2.578855e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89966 members 
Mstep: Class 2 contains 122811 members 
Entering Unmasked Estep 
Score: -25791226.000000 Penalty: 6084.927734
	Iteration 4Q: 3 clusters Score -2.579123e+07 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 131697 members 
Entering Unmasked Estep 
Score: -25795762.000000 Penalty: 6084.927734
	Iteration 5Q: 3 clusters Score -2.579576e+07 nChanged 13124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 144191 members 
Entering Unmasked Estep 
Score: -25803882.000000 Penalty: 6084.927734
	Iteration 6F: 3 clusters Score -2.580388e+07 nChanged 16445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 160228 members 
Entering Unmasked Estep 
Score: -25815944.000000 Penalty: 6084.927734
	Iteration 7F: 3 clusters Score -2.581594e+07 nChanged 17581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 177481 members 
Entering Unmasked Estep 
Score: -25831384.000000 Penalty: 6084.927734
	Iteration 8F: 3 clusters Score -2.583138e+07 nChanged 15192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 192427 members 
Entering Unmasked Estep 
Score: -25845260.000000 Penalty: 6084.927734
	Iteration 9F: 3 clusters Score -2.584526e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 202471 members 
Entering Unmasked Estep 
Score: -25854358.000000 Penalty: 6084.927734
	Iteration 10Q: 3 clusters Score -2.585436e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 207620 members 
Entering Unmasked Estep 
Score: -25858848.000000 Penalty: 6084.927734
	Iteration 11Q: 3 clusters Score -2.585885e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 209731 members 
Entering Unmasked Estep 
Score: -25860842.000000 Penalty: 6084.927734
	Iteration 12Q: 3 clusters Score -2.586084e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 210487 members 
Entering Unmasked Estep 
Score: -25861910.000000 Penalty: 6084.927734
	Iteration 13Q: 3 clusters Score -2.586191e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 210681 members 
Entering Unmasked Estep 
Score: -25862344.000000 Penalty: 6084.927734
	Iteration 14Q: 3 clusters Score -2.586234e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 210703 members 
Entering Unmasked Estep 
Score: -25862602.000000 Penalty: 6084.927734
	Iteration 15Q: 3 clusters Score -2.58626e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 210722 members 
Entering Unmasked Estep 
Score: -25862752.000000 Penalty: 6084.927734
	Iteration 16Q: 3 clusters Score -2.586275e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 210729 members 
Entering Unmasked Estep 
Score: -25862786.000000 Penalty: 6084.927734
	Iteration 17Q: 3 clusters Score -2.586279e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 210719 members 
Entering Unmasked Estep 
Score: -25862866.000000 Penalty: 6084.927734
	Iteration 18Q: 3 clusters Score -2.586287e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 210705 members 
Entering Unmasked Estep 
Score: -25862858.000000 Penalty: 6084.927734
	Iteration 19Q: 3 clusters Score -2.586286e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 210699 members 
Entering Unmasked Estep 
Score: -25862896.000000 Penalty: 6084.927734
	Iteration 20F: 3 clusters Score -2.58629e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 210689 members 
Entering Unmasked Estep 
Score: -25862904.000000 Penalty: 6084.927734
	Iteration 21Q: 3 clusters Score -2.58629e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 210694 members 
Entering Unmasked Estep 
Score: -25862934.000000 Penalty: 6084.927734
	Iteration 22Q: 3 clusters Score -2.586293e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 210686 members 
Entering Unmasked Estep 
Score: -25862932.000000 Penalty: 6084.927734
	Iteration 23Q: 3 clusters Score -2.586293e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 210683 members 
Entering Unmasked Estep 
Score: -25862944.000000 Penalty: 6084.927734
	Iteration 24Q: 3 clusters Score -2.586294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 210675 members 
Entering Unmasked Estep 
Score: -25862940.000000 Penalty: 6084.927734
	Iteration 25Q: 3 clusters Score -2.586294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 210673 members 
Entering Unmasked Estep 
Score: -25862942.000000 Penalty: 6084.927734
	Iteration 26Q: 3 clusters Score -2.586294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 210669 members 
Entering Unmasked Estep 
Score: -25862972.000000 Penalty: 6084.927734
	Iteration 27Q: 3 clusters Score -2.586297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 210666 members 
Entering Unmasked Estep 
Score: -25862954.000000 Penalty: 6084.927734
	Iteration 28Q: 3 clusters Score -2.586295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 210663 members 
Entering Unmasked Estep 
Score: -25862946.000000 Penalty: 6084.927734
	Iteration 29Q: 3 clusters Score -2.586295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 210657 members 
Entering Unmasked Estep 
Score: -25862962.000000 Penalty: 6084.927734
	Iteration 30Q: 3 clusters Score -2.586296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 210659 members 
Entering Unmasked Estep 
Score: -25862958.000000 Penalty: 6084.927734
	Iteration 31Q: 3 clusters Score -2.586296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 210660 members 
Entering Unmasked Estep 
Score: -25862968.000000 Penalty: 6084.927734
	Iteration 32Q: 3 clusters Score -2.586297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 210661 members 
Entering Unmasked Estep 
Score: -25862968.000000 Penalty: 6084.927734
	Iteration 33Q: 3 clusters Score -2.586297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 210663 members 
Entering Unmasked Estep 
Score: -25862968.000000 Penalty: 6084.927734
	Iteration 34Q: 3 clusters Score -2.586297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 210663 members 
Entering Unmasked Estep 
Score: -25862968.000000 Penalty: 6084.927734
	Iteration 35F: 3 clusters Score -2.586297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (65660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Entering Unmasked Estep 
Score: -7773400.000000 Penalty: 2750.876709
	Iteration 0F: 2 clusters Score -7773400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -7729290.500000 Penalty: 5501.753418
	Iteration 0F: 3 clusters Score -7729290 nChanged 30619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -7746224.000000 Penalty: 5501.753418
	Iteration 1F: 3 clusters Score -7746224 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -7746705.000000 Penalty: 5501.753418
	Iteration 2Q: 3 clusters Score -7746705 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -7747228.000000 Penalty: 5501.753418
	Iteration 3Q: 3 clusters Score -7747228 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -7747747.000000 Penalty: 5501.753418
	Iteration 4Q: 3 clusters Score -7747747 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -7748271.500000 Penalty: 5501.753418
	Iteration 5Q: 3 clusters Score -7748272 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -7748846.000000 Penalty: 5501.753418
	Iteration 6Q: 3 clusters Score -7748846 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -7749502.500000 Penalty: 5501.753418
	Iteration 7Q: 3 clusters Score -7749502 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -7750383.500000 Penalty: 5501.753418
	Iteration 8Q: 3 clusters Score -7750384 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -7751556.000000 Penalty: 5501.753418
	Iteration 9Q: 3 clusters Score -7751556 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -7753235.500000 Penalty: 5501.753418
	Iteration 10F: 3 clusters Score -7753236 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -7755726.500000 Penalty: 5501.753418
	Iteration 11F: 3 clusters Score -7755726 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -7758947.500000 Penalty: 5501.753418
	Iteration 12F: 3 clusters Score -7758948 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -7762204.500000 Penalty: 5501.753418
	Iteration 13F: 3 clusters Score -7762204 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -7764994.000000 Penalty: 5501.753418
	Iteration 14Q: 3 clusters Score -7764994 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -7766954.000000 Penalty: 5501.753418
	Iteration 15Q: 3 clusters Score -7766954 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -7768216.500000 Penalty: 5501.753418
	Iteration 16Q: 3 clusters Score -7768216 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62763 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -7769056.000000 Penalty: 5501.753418
	Iteration 17Q: 3 clusters Score -7769056 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7769670.500000 Penalty: 5501.753418
	Iteration 18Q: 3 clusters Score -7769670 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -7770088.000000 Penalty: 5501.753418
	Iteration 19Q: 3 clusters Score -7770088 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -7770419.000000 Penalty: 5501.753418
	Iteration 20F: 3 clusters Score -7770419 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64746 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7770614.000000 Penalty: 5501.753418
	Iteration 21Q: 3 clusters Score -7770614 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7770728.500000 Penalty: 5501.753418
	Iteration 22Q: 3 clusters Score -7770728 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7770823.000000 Penalty: 5501.753418
	Iteration 23Q: 3 clusters Score -7770823 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7770870.000000 Penalty: 5501.753418
	Iteration 24Q: 3 clusters Score -7770870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65092 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7770904.000000 Penalty: 5501.753418
	Iteration 25Q: 3 clusters Score -7770904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7770932.000000 Penalty: 5501.753418
	Iteration 26Q: 3 clusters Score -7770932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7770951.500000 Penalty: 5501.753418
	Iteration 27Q: 3 clusters Score -7770952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7770974.500000 Penalty: 5501.753418
	Iteration 28Q: 3 clusters Score -7770974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7770976.000000 Penalty: 5501.753418
	Iteration 29Q: 3 clusters Score -7770976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7770983.000000 Penalty: 5501.753418
	Iteration 30Q: 3 clusters Score -7770983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7770995.000000 Penalty: 5501.753418
	Iteration 31Q: 3 clusters Score -7770995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7770994.500000 Penalty: 5501.753418
	Iteration 32Q: 3 clusters Score -7770994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7771000.000000 Penalty: 5501.753418
	Iteration 33Q: 3 clusters Score -7771000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7771007.000000 Penalty: 5501.753418
	Iteration 34Q: 3 clusters Score -7771007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7771010.500000 Penalty: 5501.753418
	Iteration 35Q: 3 clusters Score -7771010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7771012.500000 Penalty: 5501.753418
	Iteration 36Q: 3 clusters Score -7771012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7771008.000000 Penalty: 5501.753418
	Iteration 37Q: 3 clusters Score -7771008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65186 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7771009.500000 Penalty: 5501.753418
	Iteration 38Q: 3 clusters Score -7771010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7771000.000000 Penalty: 5501.753418
	Iteration 39Q: 3 clusters Score -7771000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7771005.500000 Penalty: 5501.753418
	Iteration 40F: 3 clusters Score -7771006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7771010.000000 Penalty: 5501.753418
	Iteration 41Q: 3 clusters Score -7771010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7771014.500000 Penalty: 5501.753418
	Iteration 42Q: 3 clusters Score -7771014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7771017.000000 Penalty: 5501.753418
	Iteration 43Q: 3 clusters Score -7771017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65196 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7771013.000000 Penalty: 5501.753418
	Iteration 44Q: 3 clusters Score -7771013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7771010.500000 Penalty: 5501.753418
	Iteration 45Q: 3 clusters Score -7771010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7771013.500000 Penalty: 5501.753418
	Iteration 46Q: 3 clusters Score -7771014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7771013.500000 Penalty: 5501.753418
	Iteration 47F: 3 clusters Score -7771014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 87390 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5709 members 
Mstep: Class 6 contains 62149 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 144718 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 16 contains 16945 members 
Mstep: Class 17 contains 226001 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36285 members 
Mstep: Class 23 contains 212777 members 
Mstep: Class 24 contains 65660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302200.000000 Penalty: 57676.941406
Iteration 79Q: 18 clusters Score -1.043022e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 87468 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5723 members 
Mstep: Class 6 contains 62179 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 144319 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 16 contains 17176 members 
Mstep: Class 17 contains 225803 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 22 contains 36297 members 
Mstep: Class 23 contains 213002 members 
Mstep: Class 24 contains 65665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302000.000000 Penalty: 57676.941406
Iteration 80F: 18 clusters Score -1.04302e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2014 members 
Mstep: Class 3 contains 87558 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5734 members 
Mstep: Class 6 contains 62216 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 143911 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 16 contains 17422 members 
Mstep: Class 17 contains 225582 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36314 members 
Mstep: Class 23 contains 213207 members 
Mstep: Class 24 contains 65687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302048.000000 Penalty: 57676.941406
Iteration 81Q: 18 clusters Score -1.04302e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2014 members 
Mstep: Class 3 contains 87627 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5743 members 
Mstep: Class 6 contains 62236 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 143503 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 17666 members 
Mstep: Class 17 contains 225440 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36322 members 
Mstep: Class 23 contains 213392 members 
Mstep: Class 24 contains 65700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302216.000000 Penalty: 57676.941406
Iteration 82Q: 18 clusters Score -1.043022e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 87698 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5751 members 
Mstep: Class 6 contains 62264 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 143087 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 17902 members 
Mstep: Class 17 contains 225289 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 36332 members 
Mstep: Class 23 contains 213590 members 
Mstep: Class 24 contains 65717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302240.000000 Penalty: 57676.941406
Iteration 83Q: 18 clusters Score -1.043022e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 87770 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5758 members 
Mstep: Class 6 contains 62289 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 142651 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 16 contains 18131 members 
Mstep: Class 17 contains 225161 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 36348 members 
Mstep: Class 23 contains 213759 members 
Mstep: Class 24 contains 65763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302408.000000 Penalty: 57676.941406
Iteration 84Q: 18 clusters Score -1.043024e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 87866 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5762 members 
Mstep: Class 6 contains 62308 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 142228 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 16 contains 18378 members 
Mstep: Class 17 contains 225053 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 36358 members 
Mstep: Class 23 contains 213878 members 
Mstep: Class 24 contains 65799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302440.000000 Penalty: 57676.941406
Iteration 85Q: 18 clusters Score -1.043024e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 87962 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5765 members 
Mstep: Class 6 contains 62332 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 141793 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 16 contains 18644 members 
Mstep: Class 17 contains 224949 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 36355 members 
Mstep: Class 23 contains 214007 members 
Mstep: Class 24 contains 65823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302384.000000 Penalty: 57676.941406
Iteration 86Q: 18 clusters Score -1.043024e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 88051 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5770 members 
Mstep: Class 6 contains 62363 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 141370 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 18927 members 
Mstep: Class 17 contains 224878 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 36343 members 
Mstep: Class 23 contains 214076 members 
Mstep: Class 24 contains 65852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302480.000000 Penalty: 57676.941406
Iteration 87Q: 18 clusters Score -1.043025e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 88109 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5775 members 
Mstep: Class 6 contains 62379 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 140963 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 19214 members 
Mstep: Class 17 contains 224801 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 36332 members 
Mstep: Class 23 contains 214173 members 
Mstep: Class 24 contains 65884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302464.000000 Penalty: 57676.941406
Iteration 88Q: 18 clusters Score -1.043025e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 88166 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5779 members 
Mstep: Class 6 contains 62383 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 140567 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 19505 members 
Mstep: Class 17 contains 224745 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 36305 members 
Mstep: Class 23 contains 214287 members 
Mstep: Class 24 contains 65894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302688.000000 Penalty: 57676.941406
Iteration 89Q: 18 clusters Score -1.043027e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 88223 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 62397 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 140199 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 19814 members 
Mstep: Class 17 contains 224647 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 36272 members 
Mstep: Class 23 contains 214412 members 
Mstep: Class 24 contains 65881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302984.000000 Penalty: 57676.941406
Iteration 90Q: 18 clusters Score -1.04303e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 88273 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5792 members 
Mstep: Class 6 contains 62423 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 139838 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 20099 members 
Mstep: Class 17 contains 224558 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 36242 members 
Mstep: Class 23 contains 214543 members 
Mstep: Class 24 contains 65864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303136.000000 Penalty: 57676.941406
Iteration 91Q: 18 clusters Score -1.043031e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 88337 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5799 members 
Mstep: Class 6 contains 62447 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 139464 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 20340 members 
Mstep: Class 17 contains 224501 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 36216 members 
Mstep: Class 23 contains 214668 members 
Mstep: Class 24 contains 65858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303440.000000 Penalty: 57676.941406
Iteration 92Q: 18 clusters Score -1.043034e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 88397 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 62463 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 139114 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 20577 members 
Mstep: Class 17 contains 224478 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 36202 members 
Mstep: Class 23 contains 214739 members 
Mstep: Class 24 contains 65855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303376.000000 Penalty: 57676.941406
Iteration 93Q: 18 clusters Score -1.043034e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 88462 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5810 members 
Mstep: Class 6 contains 62463 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 138765 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 20815 members 
Mstep: Class 17 contains 224480 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 36191 members 
Mstep: Class 23 contains 214789 members 
Mstep: Class 24 contains 65857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303288.000000 Penalty: 57676.941406
Iteration 94Q: 18 clusters Score -1.043033e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 88544 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5814 members 
Mstep: Class 6 contains 62470 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 138387 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 21038 members 
Mstep: Class 17 contains 224531 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 36193 members 
Mstep: Class 23 contains 214789 members 
Mstep: Class 24 contains 65865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303232.000000 Penalty: 57676.941406
Iteration 95Q: 18 clusters Score -1.043032e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 88619 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 62467 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 138051 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 21237 members 
Mstep: Class 17 contains 224581 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 36184 members 
Mstep: Class 23 contains 214802 members 
Mstep: Class 24 contains 65868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303232.000000 Penalty: 57676.941406
Iteration 96Q: 18 clusters Score -1.043032e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 88701 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5825 members 
Mstep: Class 6 contains 62474 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 137717 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 21433 members 
Mstep: Class 17 contains 224647 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36191 members 
Mstep: Class 23 contains 214776 members 
Mstep: Class 24 contains 65864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303376.000000 Penalty: 57676.941406
Iteration 97Q: 18 clusters Score -1.043034e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 88777 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5835 members 
Mstep: Class 6 contains 62488 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 137382 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 21616 members 
Mstep: Class 17 contains 224748 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36198 members 
Mstep: Class 23 contains 214733 members 
Mstep: Class 24 contains 65851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303528.000000 Penalty: 57676.941406
Iteration 98Q: 18 clusters Score -1.043035e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 88855 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5842 members 
Mstep: Class 6 contains 62513 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 137083 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 21770 members 
Mstep: Class 17 contains 224850 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 36203 members 
Mstep: Class 23 contains 214666 members 
Mstep: Class 24 contains 65847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303408.000000 Penalty: 57676.941406
Iteration 99Q: 18 clusters Score -1.043034e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 88942 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5851 members 
Mstep: Class 6 contains 62519 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 136823 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 21900 members 
Mstep: Class 17 contains 224940 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 36227 members 
Mstep: Class 23 contains 214588 members 
Mstep: Class 24 contains 65840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303392.000000 Penalty: 57676.941406
Iteration 100F: 18 clusters Score -1.043034e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 89035 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5860 members 
Mstep: Class 6 contains 62515 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 136549 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 22022 members 
Mstep: Class 17 contains 225044 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 36234 members 
Mstep: Class 23 contains 214528 members 
Mstep: Class 24 contains 65841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303464.000000 Penalty: 57676.941406
Iteration 101Q: 18 clusters Score -1.043035e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 89121 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5868 members 
Mstep: Class 6 contains 62501 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 136305 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 22130 members 
Mstep: Class 17 contains 225142 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 36248 members 
Mstep: Class 23 contains 214451 members 
Mstep: Class 24 contains 65863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303512.000000 Penalty: 57676.941406
Iteration 102Q: 18 clusters Score -1.043035e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 89197 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5880 members 
Mstep: Class 6 contains 62492 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 136080 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 22239 members 
Mstep: Class 17 contains 225215 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 36249 members 
Mstep: Class 23 contains 214392 members 
Mstep: Class 24 contains 65883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303472.000000 Penalty: 57676.941406
Iteration 103Q: 18 clusters Score -1.043035e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 89274 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 62484 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 135841 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 22340 members 
Mstep: Class 17 contains 225292 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 36259 members 
Mstep: Class 23 contains 214357 members 
Mstep: Class 24 contains 65889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303608.000000 Penalty: 57676.941406
Iteration 104Q: 18 clusters Score -1.043036e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 89342 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 62476 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 135615 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 22439 members 
Mstep: Class 17 contains 225352 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 36268 members 
Mstep: Class 23 contains 214343 members 
Mstep: Class 24 contains 65896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303672.000000 Penalty: 57676.941406
Iteration 105Q: 18 clusters Score -1.043037e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 89415 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5900 members 
Mstep: Class 6 contains 62475 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 135362 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 22543 members 
Mstep: Class 17 contains 225444 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 214312 members 
Mstep: Class 24 contains 65901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303736.000000 Penalty: 57676.941406
Iteration 106Q: 18 clusters Score -1.043037e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 89497 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5902 members 
Mstep: Class 6 contains 62487 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 135112 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 22657 members 
Mstep: Class 17 contains 225531 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 214266 members 
Mstep: Class 24 contains 65897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303656.000000 Penalty: 57676.941406
Iteration 107Q: 18 clusters Score -1.043037e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 89598 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5906 members 
Mstep: Class 6 contains 62485 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 134847 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 22768 members 
Mstep: Class 17 contains 225638 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 36279 members 
Mstep: Class 23 contains 214207 members 
Mstep: Class 24 contains 65900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303520.000000 Penalty: 57676.941406
Iteration 108Q: 18 clusters Score -1.043035e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 89675 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5908 members 
Mstep: Class 6 contains 62482 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 134586 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 22898 members 
Mstep: Class 17 contains 225751 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 36300 members 
Mstep: Class 23 contains 214113 members 
Mstep: Class 24 contains 65914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303608.000000 Penalty: 57676.941406
Iteration 109Q: 18 clusters Score -1.043036e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 89756 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 62478 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 134340 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 23019 members 
Mstep: Class 17 contains 225846 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 36311 members 
Mstep: Class 23 contains 214036 members 
Mstep: Class 24 contains 65928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303712.000000 Penalty: 57676.941406
Iteration 110Q: 18 clusters Score -1.043037e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 89843 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 62473 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 134108 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 23130 members 
Mstep: Class 17 contains 225892 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 4395 members 
Mstep: Class 22 contains 36324 members 
Mstep: Class 23 contains 214014 members 
Mstep: Class 24 contains 65932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303976.000000 Penalty: 57676.941406
Iteration 111Q: 18 clusters Score -1.04304e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 89908 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5912 members 
Mstep: Class 6 contains 62481 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 133903 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 23237 members 
Mstep: Class 17 contains 225896 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 4394 members 
Mstep: Class 22 contains 36325 members 
Mstep: Class 23 contains 214042 members 
Mstep: Class 24 contains 65924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303832.000000 Penalty: 57676.941406
Iteration 112Q: 18 clusters Score -1.043038e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 89982 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5913 members 
Mstep: Class 6 contains 62491 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 133704 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 23337 members 
Mstep: Class 17 contains 225920 members 
Mstep: Class 19 contains 3855 members 
Mstep: Class 20 contains 4394 members 
Mstep: Class 22 contains 36311 members 
Mstep: Class 23 contains 214043 members 
Mstep: Class 24 contains 65928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303720.000000 Penalty: 57676.941406
Iteration 113Q: 18 clusters Score -1.043037e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 90065 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5915 members 
Mstep: Class 6 contains 62501 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 133496 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 23416 members 
Mstep: Class 17 contains 225919 members 
Mstep: Class 19 contains 3855 members 
Mstep: Class 20 contains 4394 members 
Mstep: Class 22 contains 36304 members 
Mstep: Class 23 contains 214082 members 
Mstep: Class 24 contains 65931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303704.000000 Penalty: 57676.941406
Iteration 114Q: 18 clusters Score -1.043037e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 90145 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5917 members 
Mstep: Class 6 contains 62498 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 133311 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 23478 members 
Mstep: Class 17 contains 225903 members 
Mstep: Class 19 contains 3855 members 
Mstep: Class 20 contains 4393 members 
Mstep: Class 22 contains 36302 members 
Mstep: Class 23 contains 214123 members 
Mstep: Class 24 contains 65953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303888.000000 Penalty: 57676.941406
Iteration 115Q: 18 clusters Score -1.043039e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 90229 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5920 members 
Mstep: Class 6 contains 62499 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 133149 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 23537 members 
Mstep: Class 17 contains 225869 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 4394 members 
Mstep: Class 22 contains 36292 members 
Mstep: Class 23 contains 214173 members 
Mstep: Class 24 contains 65962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303848.000000 Penalty: 57676.941406
Iteration 116Q: 18 clusters Score -1.043038e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 90305 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5922 members 
Mstep: Class 6 contains 62506 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 132963 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 23592 members 
Mstep: Class 17 contains 225854 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 4394 members 
Mstep: Class 22 contains 36283 members 
Mstep: Class 23 contains 214234 members 
Mstep: Class 24 contains 65971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303744.000000 Penalty: 57676.941406
Iteration 117Q: 18 clusters Score -1.043037e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 90398 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5925 members 
Mstep: Class 6 contains 62523 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 132755 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 23636 members 
Mstep: Class 17 contains 225816 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 4394 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 214316 members 
Mstep: Class 24 contains 65984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303640.000000 Penalty: 57676.941406
Iteration 118Q: 18 clusters Score -1.043036e+08 nChanged 617
Entering ConstructFrom: 
Score: -104303640.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (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: -50463.902344 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -50463.9 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 281 members 
Entering Unmasked Estep 
Score: -48988.277344 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -48988.28 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -49186.023438 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -49186.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49231.468750 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -49231.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49248.195312 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -49248.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -49253.347656 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -49253.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49255.648438 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -49255.65 nChanged 3
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: -49258.800781 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -49258.8 nChanged 0
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: -49258.800781 Penalty: 3144.818115
	Iteration 7F: 3 clusters Score -49258.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -219069.796875 Penalty: 1886.999878
	Iteration 0F: 2 clusters Score -219069.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -216451.078125 Penalty: 3773.999756
	Iteration 0F: 3 clusters Score -216451.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -216944.781250 Penalty: 3773.999756
	Iteration 1F: 3 clusters Score -216944.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -217070.281250 Penalty: 3773.999756
	Iteration 2F: 3 clusters Score -217070.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -217123.140625 Penalty: 3773.999756
	Iteration 3Q: 3 clusters Score -217123.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -217157.093750 Penalty: 3773.999756
	Iteration 4Q: 3 clusters Score -217157.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -217187.156250 Penalty: 3773.999756
	Iteration 5Q: 3 clusters Score -217187.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -217215.218750 Penalty: 3773.999756
	Iteration 6Q: 3 clusters Score -217215.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -217234.734375 Penalty: 3773.999756
	Iteration 7Q: 3 clusters Score -217234.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -217249.593750 Penalty: 3773.999756
	Iteration 8Q: 3 clusters Score -217249.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -217259.046875 Penalty: 3773.999756
	Iteration 9Q: 3 clusters Score -217259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -217270.843750 Penalty: 3773.999756
	Iteration 10Q: 3 clusters Score -217270.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -217275.656250 Penalty: 3773.999756
	Iteration 11Q: 3 clusters Score -217275.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -217280.265625 Penalty: 3773.999756
	Iteration 12Q: 3 clusters Score -217280.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -217282.906250 Penalty: 3773.999756
	Iteration 13Q: 3 clusters Score -217282.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -217284.718750 Penalty: 3773.999756
	Iteration 14Q: 3 clusters Score -217284.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -217285.750000 Penalty: 3773.999756
	Iteration 15Q: 3 clusters Score -217285.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -217289.171875 Penalty: 3773.999756
	Iteration 16Q: 3 clusters Score -217289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -217292.734375 Penalty: 3773.999756
	Iteration 17Q: 3 clusters Score -217292.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -217295.171875 Penalty: 3773.999756
	Iteration 18Q: 3 clusters Score -217295.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -217296.546875 Penalty: 3773.999756
	Iteration 19Q: 3 clusters Score -217296.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -217301.093750 Penalty: 3773.999756
	Iteration 20F: 3 clusters Score -217301.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -217302.546875 Penalty: 3773.999756
	Iteration 21Q: 3 clusters Score -217302.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -217303.812500 Penalty: 3773.999756
	Iteration 22Q: 3 clusters Score -217303.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -217303.812500 Penalty: 3773.999756
	Iteration 23F: 3 clusters Score -217303.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (90492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90492 members 
Entering Unmasked Estep 
Score: -11084814.000000 Penalty: 2830.427979
	Iteration 0F: 2 clusters Score -1.108481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -11024150.000000 Penalty: 5660.855957
	Iteration 0F: 3 clusters Score -1.102415e+07 nChanged 42706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -11048220.000000 Penalty: 5660.855957
	Iteration 1F: 3 clusters Score -1.104822e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -11048845.000000 Penalty: 5660.855957
	Iteration 2Q: 3 clusters Score -1.104884e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -11049370.000000 Penalty: 5660.855957
	Iteration 3Q: 3 clusters Score -1.104937e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -11049894.000000 Penalty: 5660.855957
	Iteration 4Q: 3 clusters Score -1.104989e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -11050424.000000 Penalty: 5660.855957
	Iteration 5Q: 3 clusters Score -1.105042e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -11051193.000000 Penalty: 5660.855957
	Iteration 6Q: 3 clusters Score -1.105119e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -11052573.000000 Penalty: 5660.855957
	Iteration 7Q: 3 clusters Score -1.105257e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -11054553.000000 Penalty: 5660.855957
	Iteration 8Q: 3 clusters Score -1.105455e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -11057212.000000 Penalty: 5660.855957
	Iteration 9Q: 3 clusters Score -1.105721e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -11060704.000000 Penalty: 5660.855957
	Iteration 10F: 3 clusters Score -1.10607e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -11064625.000000 Penalty: 5660.855957
	Iteration 11F: 3 clusters Score -1.106462e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -11068612.000000 Penalty: 5660.855957
	Iteration 12F: 3 clusters Score -1.106861e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -11071336.000000 Penalty: 5660.855957
	Iteration 13F: 3 clusters Score -1.107134e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -11072648.000000 Penalty: 5660.855957
	Iteration 14Q: 3 clusters Score -1.107265e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -11073339.000000 Penalty: 5660.855957
	Iteration 15Q: 3 clusters Score -1.107334e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -11073839.000000 Penalty: 5660.855957
	Iteration 16Q: 3 clusters Score -1.107384e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 54709 members 
Entering Unmasked Estep 
Score: -11074329.000000 Penalty: 5660.855957
	Iteration 17Q: 3 clusters Score -1.107433e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -11074835.000000 Penalty: 5660.855957
	Iteration 18Q: 3 clusters Score -1.107484e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -11075142.000000 Penalty: 5660.855957
	Iteration 19Q: 3 clusters Score -1.107514e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -11075422.000000 Penalty: 5660.855957
	Iteration 20F: 3 clusters Score -1.107542e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 58904 members 
Entering Unmasked Estep 
Score: -11075765.000000 Penalty: 5660.855957
	Iteration 21Q: 3 clusters Score -1.107576e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -11075940.000000 Penalty: 5660.855957
	Iteration 22Q: 3 clusters Score -1.107594e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 60916 members 
Entering Unmasked Estep 
Score: -11076213.000000 Penalty: 5660.855957
	Iteration 23Q: 3 clusters Score -1.107621e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 61900 members 
Entering Unmasked Estep 
Score: -11076437.000000 Penalty: 5660.855957
	Iteration 24Q: 3 clusters Score -1.107644e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -11076660.000000 Penalty: 5660.855957
	Iteration 25Q: 3 clusters Score -1.107666e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 63922 members 
Entering Unmasked Estep 
Score: -11076896.000000 Penalty: 5660.855957
	Iteration 26Q: 3 clusters Score -1.10769e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -11077097.000000 Penalty: 5660.855957
	Iteration 27Q: 3 clusters Score -1.10771e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -11077315.000000 Penalty: 5660.855957
	Iteration 28Q: 3 clusters Score -1.107732e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -11077534.000000 Penalty: 5660.855957
	Iteration 29Q: 3 clusters Score -1.107753e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 67786 members 
Entering Unmasked Estep 
Score: -11077723.000000 Penalty: 5660.855957
	Iteration 30Q: 3 clusters Score -1.107772e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 68848 members 
Entering Unmasked Estep 
Score: -11078029.000000 Penalty: 5660.855957
	Iteration 31Q: 3 clusters Score -1.107803e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -11078291.000000 Penalty: 5660.855957
	Iteration 32Q: 3 clusters Score -1.107829e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 70907 members 
Entering Unmasked Estep 
Score: -11078524.000000 Penalty: 5660.855957
	Iteration 33Q: 3 clusters Score -1.107852e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 71952 members 
Entering Unmasked Estep 
Score: -11078838.000000 Penalty: 5660.855957
	Iteration 34Q: 3 clusters Score -1.107884e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 72953 members 
Entering Unmasked Estep 
Score: -11079125.000000 Penalty: 5660.855957
	Iteration 35Q: 3 clusters Score -1.107912e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 73904 members 
Entering Unmasked Estep 
Score: -11079364.000000 Penalty: 5660.855957
	Iteration 36Q: 3 clusters Score -1.107936e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -11079599.000000 Penalty: 5660.855957
	Iteration 37Q: 3 clusters Score -1.10796e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -11079881.000000 Penalty: 5660.855957
	Iteration 38Q: 3 clusters Score -1.107988e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 76618 members 
Entering Unmasked Estep 
Score: -11080099.000000 Penalty: 5660.855957
	Iteration 39Q: 3 clusters Score -1.10801e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 77468 members 
Entering Unmasked Estep 
Score: -11080326.000000 Penalty: 5660.855957
	Iteration 40F: 3 clusters Score -1.108033e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -11080571.000000 Penalty: 5660.855957
	Iteration 41Q: 3 clusters Score -1.108057e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -11080787.000000 Penalty: 5660.855957
	Iteration 42Q: 3 clusters Score -1.108079e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 79704 members 
Entering Unmasked Estep 
Score: -11080954.000000 Penalty: 5660.855957
	Iteration 43Q: 3 clusters Score -1.108095e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 80358 members 
Entering Unmasked Estep 
Score: -11081113.000000 Penalty: 5660.855957
	Iteration 44Q: 3 clusters Score -1.108111e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 80974 members 
Entering Unmasked Estep 
Score: -11081276.000000 Penalty: 5660.855957
	Iteration 45Q: 3 clusters Score -1.108128e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 81565 members 
Entering Unmasked Estep 
Score: -11081440.000000 Penalty: 5660.855957
	Iteration 46Q: 3 clusters Score -1.108144e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 82115 members 
Entering Unmasked Estep 
Score: -11081598.000000 Penalty: 5660.855957
	Iteration 47Q: 3 clusters Score -1.10816e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 82590 members 
Entering Unmasked Estep 
Score: -11081706.000000 Penalty: 5660.855957
	Iteration 48Q: 3 clusters Score -1.108171e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 83014 members 
Entering Unmasked Estep 
Score: -11081816.000000 Penalty: 5660.855957
	Iteration 49Q: 3 clusters Score -1.108182e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 83392 members 
Entering Unmasked Estep 
Score: -11081909.000000 Penalty: 5660.855957
	Iteration 50Q: 3 clusters Score -1.108191e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 83734 members 
Entering Unmasked Estep 
Score: -11082004.000000 Penalty: 5660.855957
	Iteration 51Q: 3 clusters Score -1.1082e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 84072 members 
Entering Unmasked Estep 
Score: -11082110.000000 Penalty: 5660.855957
	Iteration 52Q: 3 clusters Score -1.108211e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 84385 members 
Entering Unmasked Estep 
Score: -11082182.000000 Penalty: 5660.855957
	Iteration 53Q: 3 clusters Score -1.108218e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 84692 members 
Entering Unmasked Estep 
Score: -11082297.000000 Penalty: 5660.855957
	Iteration 54Q: 3 clusters Score -1.10823e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 85002 members 
Entering Unmasked Estep 
Score: -11082349.000000 Penalty: 5660.855957
	Iteration 55Q: 3 clusters Score -1.108235e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 85282 members 
Entering Unmasked Estep 
Score: -11082397.000000 Penalty: 5660.855957
	Iteration 56Q: 3 clusters Score -1.10824e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 85507 members 
Entering Unmasked Estep 
Score: -11082441.000000 Penalty: 5660.855957
	Iteration 57Q: 3 clusters Score -1.108244e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 85693 members 
Entering Unmasked Estep 
Score: -11082496.000000 Penalty: 5660.855957
	Iteration 58Q: 3 clusters Score -1.10825e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 85847 members 
Entering Unmasked Estep 
Score: -11082531.000000 Penalty: 5660.855957
	Iteration 59Q: 3 clusters Score -1.108253e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 86000 members 
Entering Unmasked Estep 
Score: -11082572.000000 Penalty: 5660.855957
	Iteration 60F: 3 clusters Score -1.108257e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 86150 members 
Entering Unmasked Estep 
Score: -11082590.000000 Penalty: 5660.855957
	Iteration 61Q: 3 clusters Score -1.108259e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -11082601.000000 Penalty: 5660.855957
	Iteration 62Q: 3 clusters Score -1.10826e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 86421 members 
Entering Unmasked Estep 
Score: -11082619.000000 Penalty: 5660.855957
	Iteration 63Q: 3 clusters Score -1.108262e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 86539 members 
Entering Unmasked Estep 
Score: -11082676.000000 Penalty: 5660.855957
	Iteration 64Q: 3 clusters Score -1.108268e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 86643 members 
Entering Unmasked Estep 
Score: -11082664.000000 Penalty: 5660.855957
	Iteration 65Q: 3 clusters Score -1.108266e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
Score: -11082691.000000 Penalty: 5660.855957
	Iteration 66Q: 3 clusters Score -1.108269e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 86827 members 
Entering Unmasked Estep 
Score: -11082724.000000 Penalty: 5660.855957
	Iteration 67Q: 3 clusters Score -1.108272e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
Score: -11082740.000000 Penalty: 5660.855957
	Iteration 68Q: 3 clusters Score -1.108274e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 87022 members 
Entering Unmasked Estep 
Score: -11082764.000000 Penalty: 5660.855957
	Iteration 69Q: 3 clusters Score -1.108276e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 87112 members 
Entering Unmasked Estep 
Score: -11082780.000000 Penalty: 5660.855957
	Iteration 70Q: 3 clusters Score -1.108278e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 87180 members 
Entering Unmasked Estep 
Score: -11082799.000000 Penalty: 5660.855957
	Iteration 71Q: 3 clusters Score -1.10828e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 87234 members 
Entering Unmasked Estep 
Score: -11082797.000000 Penalty: 5660.855957
	Iteration 72Q: 3 clusters Score -1.10828e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 87289 members 
Entering Unmasked Estep 
Score: -11082784.000000 Penalty: 5660.855957
	Iteration 73Q: 3 clusters Score -1.108278e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 87332 members 
Entering Unmasked Estep 
Score: -11082789.000000 Penalty: 5660.855957
	Iteration 74Q: 3 clusters Score -1.108279e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 87381 members 
Entering Unmasked Estep 
Score: -11082819.000000 Penalty: 5660.855957
	Iteration 75Q: 3 clusters Score -1.108282e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 87420 members 
Entering Unmasked Estep 
Score: -11082815.000000 Penalty: 5660.855957
	Iteration 76Q: 3 clusters Score -1.108282e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -11082815.000000 Penalty: 5660.855957
	Iteration 77Q: 3 clusters Score -1.108282e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 87467 members 
Entering Unmasked Estep 
Score: -11082833.000000 Penalty: 5660.855957
	Iteration 78Q: 3 clusters Score -1.108283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 87493 members 
Entering Unmasked Estep 
Score: -11082819.000000 Penalty: 5660.855957
	Iteration 79Q: 3 clusters Score -1.108282e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 87513 members 
Entering Unmasked Estep 
Score: -11082834.000000 Penalty: 5660.855957
	Iteration 80F: 3 clusters Score -1.108283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -11082833.000000 Penalty: 5660.855957
	Iteration 81Q: 3 clusters Score -1.108283e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 87570 members 
Entering Unmasked Estep 
Score: -11082841.000000 Penalty: 5660.855957
	Iteration 82Q: 3 clusters Score -1.108284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 87588 members 
Entering Unmasked Estep 
Score: -11082849.000000 Penalty: 5660.855957
	Iteration 83Q: 3 clusters Score -1.108285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 87597 members 
Entering Unmasked Estep 
Score: -11082858.000000 Penalty: 5660.855957
	Iteration 84Q: 3 clusters Score -1.108286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 87603 members 
Entering Unmasked Estep 
Score: -11082857.000000 Penalty: 5660.855957
	Iteration 85Q: 3 clusters Score -1.108286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 87612 members 
Entering Unmasked Estep 
Score: -11082850.000000 Penalty: 5660.855957
	Iteration 86Q: 3 clusters Score -1.108285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 87621 members 
Entering Unmasked Estep 
Score: -11082855.000000 Penalty: 5660.855957
	Iteration 87Q: 3 clusters Score -1.108286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 87628 members 
Entering Unmasked Estep 
Score: -11082858.000000 Penalty: 5660.855957
	Iteration 88Q: 3 clusters Score -1.108286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 87632 members 
Entering Unmasked Estep 
Score: -11082849.000000 Penalty: 5660.855957
	Iteration 89Q: 3 clusters Score -1.108285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 87641 members 
Entering Unmasked Estep 
Score: -11082852.000000 Penalty: 5660.855957
	Iteration 90Q: 3 clusters Score -1.108285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 87653 members 
Entering Unmasked Estep 
Score: -11082842.000000 Penalty: 5660.855957
	Iteration 91Q: 3 clusters Score -1.108284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 87663 members 
Entering Unmasked Estep 
Score: -11082842.000000 Penalty: 5660.855957
	Iteration 92Q: 3 clusters Score -1.108284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 87672 members 
Entering Unmasked Estep 
Score: -11082856.000000 Penalty: 5660.855957
	Iteration 93Q: 3 clusters Score -1.108286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -11082856.000000 Penalty: 5660.855957
	Iteration 94Q: 3 clusters Score -1.108286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 87687 members 
Entering Unmasked Estep 
Score: -11082864.000000 Penalty: 5660.855957
	Iteration 95Q: 3 clusters Score -1.108286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 87696 members 
Entering Unmasked Estep 
Score: -11082873.000000 Penalty: 5660.855957
	Iteration 96Q: 3 clusters Score -1.108287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 87704 members 
Entering Unmasked Estep 
Score: -11082875.000000 Penalty: 5660.855957
	Iteration 97Q: 3 clusters Score -1.108288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 87711 members 
Entering Unmasked Estep 
Score: -11082871.000000 Penalty: 5660.855957
	Iteration 98Q: 3 clusters Score -1.108287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
Score: -11082870.000000 Penalty: 5660.855957
	Iteration 99Q: 3 clusters Score -1.108287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 87719 members 
Entering Unmasked Estep 
Score: -11082877.000000 Penalty: 5660.855957
	Iteration 100F: 3 clusters Score -1.108288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -11082873.000000 Penalty: 5660.855957
	Iteration 101Q: 3 clusters Score -1.108287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 87726 members 
Entering Unmasked Estep 
Score: -11082866.000000 Penalty: 5660.855957
	Iteration 102Q: 3 clusters Score -1.108287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 87728 members 
Entering Unmasked Estep 
Score: -11082866.000000 Penalty: 5660.855957
	Iteration 103Q: 3 clusters Score -1.108287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 87729 members 
Entering Unmasked Estep 
Score: -11082867.000000 Penalty: 5660.855957
	Iteration 104Q: 3 clusters Score -1.108287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 87731 members 
Entering Unmasked Estep 
Score: -11082873.000000 Penalty: 5660.855957
	Iteration 105Q: 3 clusters Score -1.108287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 87734 members 
Entering Unmasked Estep 
Score: -11082869.000000 Penalty: 5660.855957
	Iteration 106Q: 3 clusters Score -1.108287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 87737 members 
Entering Unmasked Estep 
Score: -11082862.000000 Penalty: 5660.855957
	Iteration 107Q: 3 clusters Score -1.108286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -11082871.000000 Penalty: 5660.855957
	Iteration 108Q: 3 clusters Score -1.108287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -11082871.000000 Penalty: 5660.855957
	Iteration 109F: 3 clusters Score -1.108287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -63200.835938 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -63200.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61744.664062 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -61744.66 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -62180.265625 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -62180.27 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -62395.675781 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -62395.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -62516.144531 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -62516.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62562.835938 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -62562.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -62575.421875 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -62575.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -62585.894531 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -62585.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -62589.960938 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -62589.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -62589.960938 Penalty: 3199.433350
	Iteration 8F: 3 clusters Score -62589.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Entering Unmasked Estep 
Score: -688485.250000 Penalty: 2154.485596
	Iteration 0F: 2 clusters Score -688485.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -683363.625000 Penalty: 4308.971191
	Iteration 0F: 3 clusters Score -683363.6 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -684633.187500 Penalty: 4308.971191
	Iteration 1F: 3 clusters Score -684633.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -684837.375000 Penalty: 4308.971191
	Iteration 2F: 3 clusters Score -684837.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -684987.812500 Penalty: 4308.971191
	Iteration 3Q: 3 clusters Score -684987.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -685110.000000 Penalty: 4308.971191
	Iteration 4Q: 3 clusters Score -685110 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -685229.125000 Penalty: 4308.971191
	Iteration 5Q: 3 clusters Score -685229.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -685356.312500 Penalty: 4308.971191
	Iteration 6Q: 3 clusters Score -685356.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -685530.750000 Penalty: 4308.971191
	Iteration 7Q: 3 clusters Score -685530.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -685719.062500 Penalty: 4308.971191
	Iteration 8Q: 3 clusters Score -685719.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -685870.812500 Penalty: 4308.971191
	Iteration 9Q: 3 clusters Score -685870.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -686005.187500 Penalty: 4308.971191
	Iteration 10Q: 3 clusters Score -686005.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -686126.625000 Penalty: 4308.971191
	Iteration 11Q: 3 clusters Score -686126.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -686243.812500 Penalty: 4308.971191
	Iteration 12Q: 3 clusters Score -686243.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -686361.625000 Penalty: 4308.971191
	Iteration 13Q: 3 clusters Score -686361.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -686451.812500 Penalty: 4308.971191
	Iteration 14Q: 3 clusters Score -686451.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -686550.250000 Penalty: 4308.971191
	Iteration 15Q: 3 clusters Score -686550.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -686634.937500 Penalty: 4308.971191
	Iteration 16Q: 3 clusters Score -686634.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -686695.250000 Penalty: 4308.971191
	Iteration 17Q: 3 clusters Score -686695.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -686757.562500 Penalty: 4308.971191
	Iteration 18Q: 3 clusters Score -686757.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -686812.000000 Penalty: 4308.971191
	Iteration 19Q: 3 clusters Score -686812 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -686866.500000 Penalty: 4308.971191
	Iteration 20F: 3 clusters Score -686866.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -686908.750000 Penalty: 4308.971191
	Iteration 21Q: 3 clusters Score -686908.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -686942.062500 Penalty: 4308.971191
	Iteration 22Q: 3 clusters Score -686942.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -686966.000000 Penalty: 4308.971191
	Iteration 23Q: 3 clusters Score -686966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -686982.312500 Penalty: 4308.971191
	Iteration 24Q: 3 clusters Score -686982.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -686994.750000 Penalty: 4308.971191
	Iteration 25Q: 3 clusters Score -686994.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -687005.625000 Penalty: 4308.971191
	Iteration 26Q: 3 clusters Score -687005.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -687013.687500 Penalty: 4308.971191
	Iteration 27Q: 3 clusters Score -687013.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -687018.500000 Penalty: 4308.971191
	Iteration 28Q: 3 clusters Score -687018.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -687021.437500 Penalty: 4308.971191
	Iteration 29Q: 3 clusters Score -687021.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -687023.375000 Penalty: 4308.971191
	Iteration 30Q: 3 clusters Score -687023.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -687027.875000 Penalty: 4308.971191
	Iteration 31Q: 3 clusters Score -687027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -687029.062500 Penalty: 4308.971191
	Iteration 32Q: 3 clusters Score -687029.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -687038.500000 Penalty: 4308.971191
	Iteration 33Q: 3 clusters Score -687038.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -687052.625000 Penalty: 4308.971191
	Iteration 34Q: 3 clusters Score -687052.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -687065.625000 Penalty: 4308.971191
	Iteration 35Q: 3 clusters Score -687065.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -687077.500000 Penalty: 4308.971191
	Iteration 36Q: 3 clusters Score -687077.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -687082.062500 Penalty: 4308.971191
	Iteration 37Q: 3 clusters Score -687082.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -687088.312500 Penalty: 4308.971191
	Iteration 38Q: 3 clusters Score -687088.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -687092.937500 Penalty: 4308.971191
	Iteration 39Q: 3 clusters Score -687092.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -687096.375000 Penalty: 4308.971191
	Iteration 40F: 3 clusters Score -687096.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -687105.125000 Penalty: 4308.971191
	Iteration 41Q: 3 clusters Score -687105.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -687109.125000 Penalty: 4308.971191
	Iteration 42Q: 3 clusters Score -687109.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -687112.750000 Penalty: 4308.971191
	Iteration 43Q: 3 clusters Score -687112.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -687116.312500 Penalty: 4308.971191
	Iteration 44Q: 3 clusters Score -687116.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -687117.937500 Penalty: 4308.971191
	Iteration 45Q: 3 clusters Score -687117.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -687118.125000 Penalty: 4308.971191
	Iteration 46Q: 3 clusters Score -687118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -687118.125000 Penalty: 4308.971191
	Iteration 47F: 3 clusters Score -687118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Entering Unmasked Estep 
Score: -7674596.000000 Penalty: 2738.787598
	Iteration 0F: 2 clusters Score -7674596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -7632177.000000 Penalty: 5477.575195
	Iteration 0F: 3 clusters Score -7632177 nChanged 29375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -7649027.000000 Penalty: 5477.575195
	Iteration 1F: 3 clusters Score -7649027 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -7649893.000000 Penalty: 5477.575195
	Iteration 2Q: 3 clusters Score -7649893 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -7650984.000000 Penalty: 5477.575195
	Iteration 3Q: 3 clusters Score -7650984 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -7652595.000000 Penalty: 5477.575195
	Iteration 4Q: 3 clusters Score -7652595 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -7654734.000000 Penalty: 5477.575195
	Iteration 5F: 3 clusters Score -7654734 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -7657854.000000 Penalty: 5477.575195
	Iteration 6F: 3 clusters Score -7657854 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
Score: -7661682.000000 Penalty: 5477.575195
	Iteration 7F: 3 clusters Score -7661682 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -7665371.500000 Penalty: 5477.575195
	Iteration 8F: 3 clusters Score -7665372 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 57996 members 
Entering Unmasked Estep 
Score: -7668300.500000 Penalty: 5477.575195
	Iteration 9F: 3 clusters Score -7668300 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 60055 members 
Entering Unmasked Estep 
Score: -7670180.000000 Penalty: 5477.575195
	Iteration 10Q: 3 clusters Score -7670180 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 61202 members 
Entering Unmasked Estep 
Score: -7671171.500000 Penalty: 5477.575195
	Iteration 11Q: 3 clusters Score -7671172 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -7671637.000000 Penalty: 5477.575195
	Iteration 12Q: 3 clusters Score -7671637 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 62001 members 
Entering Unmasked Estep 
Score: -7671910.000000 Penalty: 5477.575195
	Iteration 13Q: 3 clusters Score -7671910 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -7672040.500000 Penalty: 5477.575195
	Iteration 14Q: 3 clusters Score -7672040 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 62159 members 
Entering Unmasked Estep 
Score: -7672107.000000 Penalty: 5477.575195
	Iteration 15Q: 3 clusters Score -7672107 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -7672148.500000 Penalty: 5477.575195
	Iteration 16Q: 3 clusters Score -7672148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -7672165.500000 Penalty: 5477.575195
	Iteration 17Q: 3 clusters Score -7672166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -7672184.500000 Penalty: 5477.575195
	Iteration 18Q: 3 clusters Score -7672184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -7672189.500000 Penalty: 5477.575195
	Iteration 19Q: 3 clusters Score -7672190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -7672185.500000 Penalty: 5477.575195
	Iteration 20F: 3 clusters Score -7672186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -110075.000000 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -110075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -108202.726562 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -108202.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -108891.929688 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -108891.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -109874.445312 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -109874.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -110460.000000 Penalty: 3485.548096
	Iteration 3F: 3 clusters Score -110460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -110626.210938 Penalty: 3485.548096
	Iteration 4F: 3 clusters Score -110626.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -110702.156250 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -110702.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -110730.468750 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -110730.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -110745.296875 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -110745.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -110751.757812 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -110751.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -110755.679688 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -110755.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -110756.554688 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -110756.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -110760.046875 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -110760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -110760.046875 Penalty: 3485.548096
	Iteration 12F: 3 clusters Score -110760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 90492 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5928 members 
Mstep: Class 6 contains 62536 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 837 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 132549 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 23684 members 
Mstep: Class 17 contains 225770 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 4393 members 
Mstep: Class 22 contains 36268 members 
Mstep: Class 23 contains 214409 members 
Mstep: Class 24 contains 65995 members 
Entering Unmasked Estep 
Score: -104302808.000000 Penalty: 61069.699219
Splitting cluster 8 changes total score from -104303640.000000 to -104302808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -75298.390625 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -75298.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -73536.257812 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -73536.26 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -73764.359375 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -73764.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -73851.476562 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -73851.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -73948.960938 Penalty: 3294.673340
	Iteration 3Q: 3 clusters Score -73948.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -73993.117188 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -73993.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -74029.414062 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -74029.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -74058.203125 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -74058.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -74102.968750 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -74102.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -74161.031250 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -74161.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -74229.242188 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -74229.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -74281.304688 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -74281.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -74313.867188 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -74313.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -74352.906250 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -74352.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -74370.843750 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -74370.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -74381.851562 Penalty: 3294.673340
	Iteration 14Q: 3 clusters Score -74381.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -74392.117188 Penalty: 3294.673340
	Iteration 15Q: 3 clusters Score -74392.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -74398.367188 Penalty: 3294.673340
	Iteration 16Q: 3 clusters Score -74398.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -74401.648438 Penalty: 3294.673340
	Iteration 17Q: 3 clusters Score -74401.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -74406.398438 Penalty: 3294.673340
	Iteration 18Q: 3 clusters Score -74406.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -74406.398438 Penalty: 3294.673340
	Iteration 19F: 3 clusters Score -74406.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (132549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132549 members 
Entering Unmasked Estep 
Score: -16214947.000000 Penalty: 2925.087402
	Iteration 0F: 2 clusters Score -1.621495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
Score: -16126715.000000 Penalty: 5850.174805
	Iteration 0F: 3 clusters Score -1.612672e+07 nChanged 63095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67617 members 
Mstep: Class 2 contains 64932 members 
Entering Unmasked Estep 
Score: -16162543.000000 Penalty: 5850.174805
	Iteration 1F: 3 clusters Score -1.616254e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -16163677.000000 Penalty: 5850.174805
	Iteration 2Q: 3 clusters Score -1.616368e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69519 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -16165472.000000 Penalty: 5850.174805
	Iteration 3Q: 3 clusters Score -1.616547e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 61617 members 
Entering Unmasked Estep 
Score: -16168040.000000 Penalty: 5850.174805
	Iteration 4Q: 3 clusters Score -1.616804e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72390 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -16171411.000000 Penalty: 5850.174805
	Iteration 5Q: 3 clusters Score -1.617141e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73871 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -16175682.000000 Penalty: 5850.174805
	Iteration 6F: 3 clusters Score -1.617568e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -16181190.000000 Penalty: 5850.174805
	Iteration 7F: 3 clusters Score -1.618119e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74631 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -16188213.000000 Penalty: 5850.174805
	Iteration 8F: 3 clusters Score -1.618821e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 58821 members 
Entering Unmasked Estep 
Score: -16194782.000000 Penalty: 5850.174805
	Iteration 9F: 3 clusters Score -1.619478e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72696 members 
Mstep: Class 2 contains 59853 members 
Entering Unmasked Estep 
Score: -16198630.000000 Penalty: 5850.174805
	Iteration 10F: 3 clusters Score -1.619863e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72026 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -16200066.000000 Penalty: 5850.174805
	Iteration 11Q: 3 clusters Score -1.620007e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71589 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -16200596.000000 Penalty: 5850.174805
	Iteration 12Q: 3 clusters Score -1.62006e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71290 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -16200905.000000 Penalty: 5850.174805
	Iteration 13Q: 3 clusters Score -1.62009e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70995 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -16201166.000000 Penalty: 5850.174805
	Iteration 14Q: 3 clusters Score -1.620117e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -16201335.000000 Penalty: 5850.174805
	Iteration 15Q: 3 clusters Score -1.620134e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 62169 members 
Entering Unmasked Estep 
Score: -16201537.000000 Penalty: 5850.174805
	Iteration 16Q: 3 clusters Score -1.620154e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -16201679.000000 Penalty: 5850.174805
	Iteration 17Q: 3 clusters Score -1.620168e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69886 members 
Mstep: Class 2 contains 62663 members 
Entering Unmasked Estep 
Score: -16201804.000000 Penalty: 5850.174805
	Iteration 18Q: 3 clusters Score -1.62018e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69612 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -16201942.000000 Penalty: 5850.174805
	Iteration 19Q: 3 clusters Score -1.620194e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -16201978.000000 Penalty: 5850.174805
	Iteration 20F: 3 clusters Score -1.620198e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69088 members 
Mstep: Class 2 contains 63461 members 
Entering Unmasked Estep 
Score: -16202036.000000 Penalty: 5850.174805
	Iteration 21Q: 3 clusters Score -1.620204e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68828 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -16202039.000000 Penalty: 5850.174805
	Iteration 22Q: 3 clusters Score -1.620204e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68551 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -16202086.000000 Penalty: 5850.174805
	Iteration 23Q: 3 clusters Score -1.620209e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68272 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -16202071.000000 Penalty: 5850.174805
	Iteration 24Q: 3 clusters Score -1.620207e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67974 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -16202125.000000 Penalty: 5850.174805
	Iteration 25Q: 3 clusters Score -1.620212e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -16202188.000000 Penalty: 5850.174805
	Iteration 26Q: 3 clusters Score -1.620219e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -16202207.000000 Penalty: 5850.174805
	Iteration 27Q: 3 clusters Score -1.620221e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66952 members 
Mstep: Class 2 contains 65597 members 
Entering Unmasked Estep 
Score: -16202212.000000 Penalty: 5850.174805
	Iteration 28Q: 3 clusters Score -1.620221e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 65964 members 
Entering Unmasked Estep 
Score: -16202274.000000 Penalty: 5850.174805
	Iteration 29Q: 3 clusters Score -1.620227e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 66326 members 
Entering Unmasked Estep 
Score: -16202309.000000 Penalty: 5850.174805
	Iteration 30Q: 3 clusters Score -1.620231e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 66720 members 
Entering Unmasked Estep 
Score: -16202338.000000 Penalty: 5850.174805
	Iteration 31Q: 3 clusters Score -1.620234e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65475 members 
Mstep: Class 2 contains 67074 members 
Entering Unmasked Estep 
Score: -16202391.000000 Penalty: 5850.174805
	Iteration 32Q: 3 clusters Score -1.620239e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65076 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -16202457.000000 Penalty: 5850.174805
	Iteration 33Q: 3 clusters Score -1.620246e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64643 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -16202487.000000 Penalty: 5850.174805
	Iteration 34Q: 3 clusters Score -1.620249e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64149 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -16202517.000000 Penalty: 5850.174805
	Iteration 35Q: 3 clusters Score -1.620252e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63654 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -16202542.000000 Penalty: 5850.174805
	Iteration 36Q: 3 clusters Score -1.620254e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -16202572.000000 Penalty: 5850.174805
	Iteration 37Q: 3 clusters Score -1.620257e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62672 members 
Mstep: Class 2 contains 69877 members 
Entering Unmasked Estep 
Score: -16202590.000000 Penalty: 5850.174805
	Iteration 38Q: 3 clusters Score -1.620259e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62156 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -16202638.000000 Penalty: 5850.174805
	Iteration 39Q: 3 clusters Score -1.620264e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61645 members 
Mstep: Class 2 contains 70904 members 
Entering Unmasked Estep 
Score: -16202752.000000 Penalty: 5850.174805
	Iteration 40F: 3 clusters Score -1.620275e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61079 members 
Mstep: Class 2 contains 71470 members 
Entering Unmasked Estep 
Score: -16202802.000000 Penalty: 5850.174805
	Iteration 41Q: 3 clusters Score -1.62028e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60486 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -16202862.000000 Penalty: 5850.174805
	Iteration 42Q: 3 clusters Score -1.620286e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 72713 members 
Entering Unmasked Estep 
Score: -16202930.000000 Penalty: 5850.174805
	Iteration 43Q: 3 clusters Score -1.620293e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
Score: -16203027.000000 Penalty: 5850.174805
	Iteration 44Q: 3 clusters Score -1.620303e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 74069 members 
Entering Unmasked Estep 
Score: -16203091.000000 Penalty: 5850.174805
	Iteration 45Q: 3 clusters Score -1.620309e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 74766 members 
Entering Unmasked Estep 
Score: -16203175.000000 Penalty: 5850.174805
	Iteration 46Q: 3 clusters Score -1.620318e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 75482 members 
Entering Unmasked Estep 
Score: -16203267.000000 Penalty: 5850.174805
	Iteration 47Q: 3 clusters Score -1.620327e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 76172 members 
Entering Unmasked Estep 
Score: -16203297.000000 Penalty: 5850.174805
	Iteration 48Q: 3 clusters Score -1.62033e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 76837 members 
Entering Unmasked Estep 
Score: -16203430.000000 Penalty: 5850.174805
	Iteration 49Q: 3 clusters Score -1.620343e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 77509 members 
Entering Unmasked Estep 
Score: -16203482.000000 Penalty: 5850.174805
	Iteration 50Q: 3 clusters Score -1.620348e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -16203463.000000 Penalty: 5850.174805
	Iteration 51Q: 3 clusters Score -1.620346e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 78966 members 
Entering Unmasked Estep 
Score: -16203570.000000 Penalty: 5850.174805
	Iteration 52Q: 3 clusters Score -1.620357e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -16203628.000000 Penalty: 5850.174805
	Iteration 53Q: 3 clusters Score -1.620363e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 80593 members 
Entering Unmasked Estep 
Score: -16203691.000000 Penalty: 5850.174805
	Iteration 54Q: 3 clusters Score -1.620369e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 81377 members 
Entering Unmasked Estep 
Score: -16203836.000000 Penalty: 5850.174805
	Iteration 55Q: 3 clusters Score -1.620384e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 82171 members 
Entering Unmasked Estep 
Score: -16203984.000000 Penalty: 5850.174805
	Iteration 56Q: 3 clusters Score -1.620398e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 83006 members 
Entering Unmasked Estep 
Score: -16204172.000000 Penalty: 5850.174805
	Iteration 57Q: 3 clusters Score -1.620417e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 83911 members 
Entering Unmasked Estep 
Score: -16204262.000000 Penalty: 5850.174805
	Iteration 58Q: 3 clusters Score -1.620426e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 84773 members 
Entering Unmasked Estep 
Score: -16204352.000000 Penalty: 5850.174805
	Iteration 59Q: 3 clusters Score -1.620435e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 85633 members 
Entering Unmasked Estep 
Score: -16204461.000000 Penalty: 5850.174805
	Iteration 60F: 3 clusters Score -1.620446e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -16204530.000000 Penalty: 5850.174805
	Iteration 61Q: 3 clusters Score -1.620453e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 87450 members 
Entering Unmasked Estep 
Score: -16204647.000000 Penalty: 5850.174805
	Iteration 62Q: 3 clusters Score -1.620465e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 88352 members 
Entering Unmasked Estep 
Score: -16204771.000000 Penalty: 5850.174805
	Iteration 63Q: 3 clusters Score -1.620477e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 89251 members 
Entering Unmasked Estep 
Score: -16204859.000000 Penalty: 5850.174805
	Iteration 64Q: 3 clusters Score -1.620486e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 90151 members 
Entering Unmasked Estep 
Score: -16204985.000000 Penalty: 5850.174805
	Iteration 65Q: 3 clusters Score -1.620498e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 91093 members 
Entering Unmasked Estep 
Score: -16205110.000000 Penalty: 5850.174805
	Iteration 66Q: 3 clusters Score -1.620511e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 92059 members 
Entering Unmasked Estep 
Score: -16205256.000000 Penalty: 5850.174805
	Iteration 67Q: 3 clusters Score -1.620526e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 93089 members 
Entering Unmasked Estep 
Score: -16205429.000000 Penalty: 5850.174805
	Iteration 68Q: 3 clusters Score -1.620543e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 94130 members 
Entering Unmasked Estep 
Score: -16205536.000000 Penalty: 5850.174805
	Iteration 69Q: 3 clusters Score -1.620554e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 95157 members 
Entering Unmasked Estep 
Score: -16205718.000000 Penalty: 5850.174805
	Iteration 70Q: 3 clusters Score -1.620572e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 96182 members 
Entering Unmasked Estep 
Score: -16205953.000000 Penalty: 5850.174805
	Iteration 71Q: 3 clusters Score -1.620595e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 97215 members 
Entering Unmasked Estep 
Score: -16206085.000000 Penalty: 5850.174805
	Iteration 72Q: 3 clusters Score -1.620608e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 98227 members 
Entering Unmasked Estep 
Score: -16206235.000000 Penalty: 5850.174805
	Iteration 73Q: 3 clusters Score -1.620624e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 99272 members 
Entering Unmasked Estep 
Score: -16206451.000000 Penalty: 5850.174805
	Iteration 74Q: 3 clusters Score -1.620645e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 100391 members 
Entering Unmasked Estep 
Score: -16206689.000000 Penalty: 5850.174805
	Iteration 75Q: 3 clusters Score -1.620669e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 101537 members 
Entering Unmasked Estep 
Score: -16206878.000000 Penalty: 5850.174805
	Iteration 76Q: 3 clusters Score -1.620688e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 102671 members 
Entering Unmasked Estep 
Score: -16207139.000000 Penalty: 5850.174805
	Iteration 77Q: 3 clusters Score -1.620714e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 103775 members 
Entering Unmasked Estep 
Score: -16207334.000000 Penalty: 5850.174805
	Iteration 78Q: 3 clusters Score -1.620733e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 104814 members 
Entering Unmasked Estep 
Score: -16207404.000000 Penalty: 5850.174805
	Iteration 79Q: 3 clusters Score -1.62074e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -16207570.000000 Penalty: 5850.174805
	Iteration 80F: 3 clusters Score -1.620757e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 106790 members 
Entering Unmasked Estep 
Score: -16207740.000000 Penalty: 5850.174805
	Iteration 81Q: 3 clusters Score -1.620774e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 107816 members 
Entering Unmasked Estep 
Score: -16207961.000000 Penalty: 5850.174805
	Iteration 82Q: 3 clusters Score -1.620796e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 108798 members 
Entering Unmasked Estep 
Score: -16208172.000000 Penalty: 5850.174805
	Iteration 83Q: 3 clusters Score -1.620817e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 109750 members 
Entering Unmasked Estep 
Score: -16208479.000000 Penalty: 5850.174805
	Iteration 84Q: 3 clusters Score -1.620848e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 110663 members 
Entering Unmasked Estep 
Score: -16208733.000000 Penalty: 5850.174805
	Iteration 85Q: 3 clusters Score -1.620873e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 111581 members 
Entering Unmasked Estep 
Score: -16208875.000000 Penalty: 5850.174805
	Iteration 86Q: 3 clusters Score -1.620888e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 112478 members 
Entering Unmasked Estep 
Score: -16209060.000000 Penalty: 5850.174805
	Iteration 87Q: 3 clusters Score -1.620906e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 113352 members 
Entering Unmasked Estep 
Score: -16209231.000000 Penalty: 5850.174805
	Iteration 88Q: 3 clusters Score -1.620923e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 114290 members 
Entering Unmasked Estep 
Score: -16209421.000000 Penalty: 5850.174805
	Iteration 89Q: 3 clusters Score -1.620942e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 115183 members 
Entering Unmasked Estep 
Score: -16209639.000000 Penalty: 5850.174805
	Iteration 90Q: 3 clusters Score -1.620964e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 116095 members 
Entering Unmasked Estep 
Score: -16209830.000000 Penalty: 5850.174805
	Iteration 91Q: 3 clusters Score -1.620983e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 116976 members 
Entering Unmasked Estep 
Score: -16210088.000000 Penalty: 5850.174805
	Iteration 92Q: 3 clusters Score -1.621009e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 117868 members 
Entering Unmasked Estep 
Score: -16210327.000000 Penalty: 5850.174805
	Iteration 93Q: 3 clusters Score -1.621033e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 118718 members 
Entering Unmasked Estep 
Score: -16210557.000000 Penalty: 5850.174805
	Iteration 94Q: 3 clusters Score -1.621056e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 119529 members 
Entering Unmasked Estep 
Score: -16210750.000000 Penalty: 5850.174805
	Iteration 95Q: 3 clusters Score -1.621075e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 120312 members 
Entering Unmasked Estep 
Score: -16210886.000000 Penalty: 5850.174805
	Iteration 96Q: 3 clusters Score -1.621089e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 121043 members 
Entering Unmasked Estep 
Score: -16211073.000000 Penalty: 5850.174805
	Iteration 97Q: 3 clusters Score -1.621107e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 121718 members 
Entering Unmasked Estep 
Score: -16211245.000000 Penalty: 5850.174805
	Iteration 98Q: 3 clusters Score -1.621124e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 122385 members 
Entering Unmasked Estep 
Score: -16211435.000000 Penalty: 5850.174805
	Iteration 99Q: 3 clusters Score -1.621144e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 122985 members 
Entering Unmasked Estep 
Score: -16211566.000000 Penalty: 5850.174805
	Iteration 100F: 3 clusters Score -1.621157e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 123591 members 
Entering Unmasked Estep 
Score: -16211755.000000 Penalty: 5850.174805
	Iteration 101Q: 3 clusters Score -1.621176e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 124149 members 
Entering Unmasked Estep 
Score: -16211872.000000 Penalty: 5850.174805
	Iteration 102Q: 3 clusters Score -1.621187e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 124655 members 
Entering Unmasked Estep 
Score: -16211986.000000 Penalty: 5850.174805
	Iteration 103Q: 3 clusters Score -1.621199e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 125113 members 
Entering Unmasked Estep 
Score: -16212077.000000 Penalty: 5850.174805
	Iteration 104Q: 3 clusters Score -1.621208e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 125549 members 
Entering Unmasked Estep 
Score: -16212216.000000 Penalty: 5850.174805
	Iteration 105Q: 3 clusters Score -1.621222e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 125949 members 
Entering Unmasked Estep 
Score: -16212276.000000 Penalty: 5850.174805
	Iteration 106Q: 3 clusters Score -1.621228e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 126297 members 
Entering Unmasked Estep 
Score: -16212383.000000 Penalty: 5850.174805
	Iteration 107Q: 3 clusters Score -1.621238e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 126621 members 
Entering Unmasked Estep 
Score: -16212437.000000 Penalty: 5850.174805
	Iteration 108Q: 3 clusters Score -1.621244e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 126932 members 
Entering Unmasked Estep 
Score: -16212547.000000 Penalty: 5850.174805
	Iteration 109Q: 3 clusters Score -1.621255e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 127221 members 
Entering Unmasked Estep 
Score: -16212605.000000 Penalty: 5850.174805
	Iteration 110Q: 3 clusters Score -1.62126e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 127469 members 
Entering Unmasked Estep 
Score: -16212622.000000 Penalty: 5850.174805
	Iteration 111Q: 3 clusters Score -1.621262e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 127688 members 
Entering Unmasked Estep 
Score: -16212695.000000 Penalty: 5850.174805
	Iteration 112Q: 3 clusters Score -1.62127e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 127863 members 
Entering Unmasked Estep 
Score: -16212713.000000 Penalty: 5850.174805
	Iteration 113Q: 3 clusters Score -1.621271e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 128023 members 
Entering Unmasked Estep 
Score: -16212747.000000 Penalty: 5850.174805
	Iteration 114Q: 3 clusters Score -1.621275e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 128180 members 
Entering Unmasked Estep 
Score: -16212793.000000 Penalty: 5850.174805
	Iteration 115Q: 3 clusters Score -1.621279e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 128305 members 
Entering Unmasked Estep 
Score: -16212789.000000 Penalty: 5850.174805
	Iteration 116Q: 3 clusters Score -1.621279e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 128412 members 
Entering Unmasked Estep 
Score: -16212811.000000 Penalty: 5850.174805
	Iteration 117Q: 3 clusters Score -1.621281e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 128517 members 
Entering Unmasked Estep 
Score: -16212845.000000 Penalty: 5850.174805
	Iteration 118Q: 3 clusters Score -1.621284e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 128617 members 
Entering Unmasked Estep 
Score: -16212856.000000 Penalty: 5850.174805
	Iteration 119Q: 3 clusters Score -1.621286e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 128720 members 
Entering Unmasked Estep 
Score: -16212890.000000 Penalty: 5850.174805
	Iteration 120F: 3 clusters Score -1.621289e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 128804 members 
Entering Unmasked Estep 
Score: -16212891.000000 Penalty: 5850.174805
	Iteration 121Q: 3 clusters Score -1.621289e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 128883 members 
Entering Unmasked Estep 
Score: -16212913.000000 Penalty: 5850.174805
	Iteration 122Q: 3 clusters Score -1.621291e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 128955 members 
Entering Unmasked Estep 
Score: -16212961.000000 Penalty: 5850.174805
	Iteration 123Q: 3 clusters Score -1.621296e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 129026 members 
Entering Unmasked Estep 
Score: -16212963.000000 Penalty: 5850.174805
	Iteration 124Q: 3 clusters Score -1.621296e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 129086 members 
Entering Unmasked Estep 
Score: -16212974.000000 Penalty: 5850.174805
	Iteration 125Q: 3 clusters Score -1.621297e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 129132 members 
Entering Unmasked Estep 
Score: -16212972.000000 Penalty: 5850.174805
	Iteration 126Q: 3 clusters Score -1.621297e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 129159 members 
Entering Unmasked Estep 
Score: -16212943.000000 Penalty: 5850.174805
	Iteration 127Q: 3 clusters Score -1.621294e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 129180 members 
Entering Unmasked Estep 
Score: -16212959.000000 Penalty: 5850.174805
	Iteration 128Q: 3 clusters Score -1.621296e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 129205 members 
Entering Unmasked Estep 
Score: -16212961.000000 Penalty: 5850.174805
	Iteration 129Q: 3 clusters Score -1.621296e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 129229 members 
Entering Unmasked Estep 
Score: -16212940.000000 Penalty: 5850.174805
	Iteration 130Q: 3 clusters Score -1.621294e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 129250 members 
Entering Unmasked Estep 
Score: -16212939.000000 Penalty: 5850.174805
	Iteration 131Q: 3 clusters Score -1.621294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 129271 members 
Entering Unmasked Estep 
Score: -16212930.000000 Penalty: 5850.174805
	Iteration 132Q: 3 clusters Score -1.621293e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 129302 members 
Entering Unmasked Estep 
Score: -16212936.000000 Penalty: 5850.174805
	Iteration 133Q: 3 clusters Score -1.621294e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 129325 members 
Entering Unmasked Estep 
Score: -16212930.000000 Penalty: 5850.174805
	Iteration 134Q: 3 clusters Score -1.621293e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 129345 members 
Entering Unmasked Estep 
Score: -16212933.000000 Penalty: 5850.174805
	Iteration 135Q: 3 clusters Score -1.621293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 129359 members 
Entering Unmasked Estep 
Score: -16212943.000000 Penalty: 5850.174805
	Iteration 136Q: 3 clusters Score -1.621294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 129373 members 
Entering Unmasked Estep 
Score: -16212952.000000 Penalty: 5850.174805
	Iteration 137Q: 3 clusters Score -1.621295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 129393 members 
Entering Unmasked Estep 
Score: -16212947.000000 Penalty: 5850.174805
	Iteration 138Q: 3 clusters Score -1.621295e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 129416 members 
Entering Unmasked Estep 
Score: -16212949.000000 Penalty: 5850.174805
	Iteration 139Q: 3 clusters Score -1.621295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 129435 members 
Entering Unmasked Estep 
Score: -16212957.000000 Penalty: 5850.174805
	Iteration 140F: 3 clusters Score -1.621296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 129453 members 
Entering Unmasked Estep 
Score: -16212983.000000 Penalty: 5850.174805
	Iteration 141Q: 3 clusters Score -1.621298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 129468 members 
Entering Unmasked Estep 
Score: -16212970.000000 Penalty: 5850.174805
	Iteration 142Q: 3 clusters Score -1.621297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 129482 members 
Entering Unmasked Estep 
Score: -16212986.000000 Penalty: 5850.174805
	Iteration 143Q: 3 clusters Score -1.621299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 129493 members 
Entering Unmasked Estep 
Score: -16212987.000000 Penalty: 5850.174805
	Iteration 144Q: 3 clusters Score -1.621299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 129497 members 
Entering Unmasked Estep 
Score: -16212987.000000 Penalty: 5850.174805
	Iteration 145Q: 3 clusters Score -1.621299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 129503 members 
Entering Unmasked Estep 
Score: -16212990.000000 Penalty: 5850.174805
	Iteration 146Q: 3 clusters Score -1.621299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 129505 members 
Entering Unmasked Estep 
Score: -16212998.000000 Penalty: 5850.174805
	Iteration 147Q: 3 clusters Score -1.6213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 129506 members 
Entering Unmasked Estep 
Score: -16212995.000000 Penalty: 5850.174805
	Iteration 148Q: 3 clusters Score -1.6213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 129507 members 
Entering Unmasked Estep 
Score: -16212984.000000 Penalty: 5850.174805
	Iteration 149Q: 3 clusters Score -1.621298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 129510 members 
Entering Unmasked Estep 
Score: -16212986.000000 Penalty: 5850.174805
	Iteration 150Q: 3 clusters Score -1.621299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 129511 members 
Entering Unmasked Estep 
Score: -16212980.000000 Penalty: 5850.174805
	Iteration 151Q: 3 clusters Score -1.621298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 129512 members 
Entering Unmasked Estep 
Score: -16212984.000000 Penalty: 5850.174805
	Iteration 152Q: 3 clusters Score -1.621298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 129513 members 
Entering Unmasked Estep 
Score: -16212984.000000 Penalty: 5850.174805
	Iteration 153Q: 3 clusters Score -1.621298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 129515 members 
Entering Unmasked Estep 
Score: -16212980.000000 Penalty: 5850.174805
	Iteration 154Q: 3 clusters Score -1.621298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 129515 members 
Entering Unmasked Estep 
Score: -16212980.000000 Penalty: 5850.174805
	Iteration 155F: 3 clusters Score -1.621298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Entering Unmasked Estep 
Score: -294161.437500 Penalty: 1958.621704
	Iteration 0F: 2 clusters Score -294161.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -291076.187500 Penalty: 3917.243408
	Iteration 0F: 3 clusters Score -291076.2 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -291678.843750 Penalty: 3917.243408
	Iteration 1F: 3 clusters Score -291678.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -291849.125000 Penalty: 3917.243408
	Iteration 2F: 3 clusters Score -291849.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -291978.812500 Penalty: 3917.243408
	Iteration 3Q: 3 clusters Score -291978.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -292067.156250 Penalty: 3917.243408
	Iteration 4Q: 3 clusters Score -292067.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -292144.906250 Penalty: 3917.243408
	Iteration 5Q: 3 clusters Score -292144.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -292218.500000 Penalty: 3917.243408
	Iteration 6Q: 3 clusters Score -292218.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -292281.625000 Penalty: 3917.243408
	Iteration 7Q: 3 clusters Score -292281.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -292355.437500 Penalty: 3917.243408
	Iteration 8Q: 3 clusters Score -292355.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -292408.687500 Penalty: 3917.243408
	Iteration 9Q: 3 clusters Score -292408.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -292455.843750 Penalty: 3917.243408
	Iteration 10Q: 3 clusters Score -292455.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -292493.500000 Penalty: 3917.243408
	Iteration 11Q: 3 clusters Score -292493.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -292550.093750 Penalty: 3917.243408
	Iteration 12Q: 3 clusters Score -292550.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -292599.218750 Penalty: 3917.243408
	Iteration 13Q: 3 clusters Score -292599.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -292646.281250 Penalty: 3917.243408
	Iteration 14Q: 3 clusters Score -292646.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -292695.000000 Penalty: 3917.243408
	Iteration 15Q: 3 clusters Score -292695 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -292735.625000 Penalty: 3917.243408
	Iteration 16Q: 3 clusters Score -292735.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -292773.437500 Penalty: 3917.243408
	Iteration 17Q: 3 clusters Score -292773.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -292797.968750 Penalty: 3917.243408
	Iteration 18Q: 3 clusters Score -292798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -292821.812500 Penalty: 3917.243408
	Iteration 19Q: 3 clusters Score -292821.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -292840.718750 Penalty: 3917.243408
	Iteration 20F: 3 clusters Score -292840.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -292860.156250 Penalty: 3917.243408
	Iteration 21Q: 3 clusters Score -292860.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -292874.750000 Penalty: 3917.243408
	Iteration 22Q: 3 clusters Score -292874.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -292887.656250 Penalty: 3917.243408
	Iteration 23Q: 3 clusters Score -292887.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -292901.875000 Penalty: 3917.243408
	Iteration 24Q: 3 clusters Score -292901.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -292914.093750 Penalty: 3917.243408
	Iteration 25Q: 3 clusters Score -292914.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -292927.406250 Penalty: 3917.243408
	Iteration 26Q: 3 clusters Score -292927.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -292935.437500 Penalty: 3917.243408
	Iteration 27Q: 3 clusters Score -292935.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -292940.468750 Penalty: 3917.243408
	Iteration 28Q: 3 clusters Score -292940.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -292945.562500 Penalty: 3917.243408
	Iteration 29Q: 3 clusters Score -292945.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -292949.718750 Penalty: 3917.243408
	Iteration 30Q: 3 clusters Score -292949.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -292953.968750 Penalty: 3917.243408
	Iteration 31Q: 3 clusters Score -292954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -292956.531250 Penalty: 3917.243408
	Iteration 32Q: 3 clusters Score -292956.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -292959.156250 Penalty: 3917.243408
	Iteration 33Q: 3 clusters Score -292959.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -292960.937500 Penalty: 3917.243408
	Iteration 34Q: 3 clusters Score -292960.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -292961.500000 Penalty: 3917.243408
	Iteration 35Q: 3 clusters Score -292961.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -292963.781250 Penalty: 3917.243408
	Iteration 36Q: 3 clusters Score -292963.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -292966.968750 Penalty: 3917.243408
	Iteration 37Q: 3 clusters Score -292967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -292973.218750 Penalty: 3917.243408
	Iteration 38Q: 3 clusters Score -292973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -292974.593750 Penalty: 3917.243408
	Iteration 39Q: 3 clusters Score -292974.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -292977.812500 Penalty: 3917.243408
	Iteration 40F: 3 clusters Score -292977.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -292980.500000 Penalty: 3917.243408
	Iteration 41Q: 3 clusters Score -292980.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -292983.312500 Penalty: 3917.243408
	Iteration 42Q: 3 clusters Score -292983.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -292984.593750 Penalty: 3917.243408
	Iteration 43Q: 3 clusters Score -292984.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -292986.843750 Penalty: 3917.243408
	Iteration 44Q: 3 clusters Score -292986.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -292989.593750 Penalty: 3917.243408
	Iteration 45Q: 3 clusters Score -292989.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -292992.343750 Penalty: 3917.243408
	Iteration 46Q: 3 clusters Score -292992.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -292996.375000 Penalty: 3917.243408
	Iteration 47Q: 3 clusters Score -292996.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -292999.000000 Penalty: 3917.243408
	Iteration 48Q: 3 clusters Score -292999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -293001.656250 Penalty: 3917.243408
	Iteration 49Q: 3 clusters Score -293001.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -293004.593750 Penalty: 3917.243408
	Iteration 50Q: 3 clusters Score -293004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -293005.437500 Penalty: 3917.243408
	Iteration 51Q: 3 clusters Score -293005.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -293005.437500 Penalty: 3917.243408
	Iteration 52F: 3 clusters Score -293005.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Entering Unmasked Estep 
Score: -2913408.750000 Penalty: 2497.993652
	Iteration 0F: 2 clusters Score -2913409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2896967.500000 Penalty: 4995.987305
	Iteration 0F: 3 clusters Score -2896968 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2902715.250000 Penalty: 4995.987305
	Iteration 1F: 3 clusters Score -2902715 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2903108.750000 Penalty: 4995.987305
	Iteration 2Q: 3 clusters Score -2903109 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2903516.250000 Penalty: 4995.987305
	Iteration 3Q: 3 clusters Score -2903516 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2903941.500000 Penalty: 4995.987305
	Iteration 4Q: 3 clusters Score -2903942 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2904374.500000 Penalty: 4995.987305
	Iteration 5Q: 3 clusters Score -2904374 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2904834.000000 Penalty: 4995.987305
	Iteration 6Q: 3 clusters Score -2904834 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2905395.500000 Penalty: 4995.987305
	Iteration 7Q: 3 clusters Score -2905396 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2906036.250000 Penalty: 4995.987305
	Iteration 8Q: 3 clusters Score -2906036 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2906692.000000 Penalty: 4995.987305
	Iteration 9Q: 3 clusters Score -2906692 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2907351.250000 Penalty: 4995.987305
	Iteration 10Q: 3 clusters Score -2907351 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2907953.250000 Penalty: 4995.987305
	Iteration 11Q: 3 clusters Score -2907953 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2908482.750000 Penalty: 4995.987305
	Iteration 12Q: 3 clusters Score -2908483 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2908919.250000 Penalty: 4995.987305
	Iteration 13Q: 3 clusters Score -2908919 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2909273.500000 Penalty: 4995.987305
	Iteration 14Q: 3 clusters Score -2909274 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2909539.000000 Penalty: 4995.987305
	Iteration 15Q: 3 clusters Score -2909539 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2909755.750000 Penalty: 4995.987305
	Iteration 16Q: 3 clusters Score -2909756 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2909972.750000 Penalty: 4995.987305
	Iteration 17Q: 3 clusters Score -2909973 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2910166.750000 Penalty: 4995.987305
	Iteration 18Q: 3 clusters Score -2910167 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2910312.750000 Penalty: 4995.987305
	Iteration 19Q: 3 clusters Score -2910313 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2910438.500000 Penalty: 4995.987305
	Iteration 20F: 3 clusters Score -2910438 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2910592.000000 Penalty: 4995.987305
	Iteration 21Q: 3 clusters Score -2910592 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2910729.500000 Penalty: 4995.987305
	Iteration 22Q: 3 clusters Score -2910730 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2910820.750000 Penalty: 4995.987305
	Iteration 23Q: 3 clusters Score -2910821 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2910884.000000 Penalty: 4995.987305
	Iteration 24Q: 3 clusters Score -2910884 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2910928.750000 Penalty: 4995.987305
	Iteration 25Q: 3 clusters Score -2910929 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2910977.000000 Penalty: 4995.987305
	Iteration 26Q: 3 clusters Score -2910977 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2911019.000000 Penalty: 4995.987305
	Iteration 27Q: 3 clusters Score -2911019 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2911043.750000 Penalty: 4995.987305
	Iteration 28Q: 3 clusters Score -2911044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2911065.500000 Penalty: 4995.987305
	Iteration 29Q: 3 clusters Score -2911066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2911086.000000 Penalty: 4995.987305
	Iteration 30Q: 3 clusters Score -2911086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2911098.250000 Penalty: 4995.987305
	Iteration 31Q: 3 clusters Score -2911098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2911116.000000 Penalty: 4995.987305
	Iteration 32Q: 3 clusters Score -2911116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2911126.500000 Penalty: 4995.987305
	Iteration 33Q: 3 clusters Score -2911126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2911138.750000 Penalty: 4995.987305
	Iteration 34Q: 3 clusters Score -2911139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2911162.500000 Penalty: 4995.987305
	Iteration 35Q: 3 clusters Score -2911162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2911173.250000 Penalty: 4995.987305
	Iteration 36Q: 3 clusters Score -2911173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2911186.750000 Penalty: 4995.987305
	Iteration 37Q: 3 clusters Score -2911187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2911191.250000 Penalty: 4995.987305
	Iteration 38Q: 3 clusters Score -2911191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2911202.750000 Penalty: 4995.987305
	Iteration 39Q: 3 clusters Score -2911203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2911205.250000 Penalty: 4995.987305
	Iteration 40F: 3 clusters Score -2911205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2911209.250000 Penalty: 4995.987305
	Iteration 41Q: 3 clusters Score -2911209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2911207.750000 Penalty: 4995.987305
	Iteration 42Q: 3 clusters Score -2911208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2911209.000000 Penalty: 4995.987305
	Iteration 43Q: 3 clusters Score -2911209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2911217.750000 Penalty: 4995.987305
	Iteration 44Q: 3 clusters Score -2911218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2911219.500000 Penalty: 4995.987305
	Iteration 45Q: 3 clusters Score -2911220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2911220.500000 Penalty: 4995.987305
	Iteration 46Q: 3 clusters Score -2911220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2911224.000000 Penalty: 4995.987305
	Iteration 47Q: 3 clusters Score -2911224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2911234.250000 Penalty: 4995.987305
	Iteration 48Q: 3 clusters Score -2911234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2911233.500000 Penalty: 4995.987305
	Iteration 49Q: 3 clusters Score -2911234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2911234.750000 Penalty: 4995.987305
	Iteration 50Q: 3 clusters Score -2911235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2911235.000000 Penalty: 4995.987305
	Iteration 51Q: 3 clusters Score -2911235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2911237.000000 Penalty: 4995.987305
	Iteration 52Q: 3 clusters Score -2911237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2911242.000000 Penalty: 4995.987305
	Iteration 53Q: 3 clusters Score -2911242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2911244.750000 Penalty: 4995.987305
	Iteration 54Q: 3 clusters Score -2911245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2911252.250000 Penalty: 4995.987305
	Iteration 55Q: 3 clusters Score -2911252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2911250.750000 Penalty: 4995.987305
	Iteration 56Q: 3 clusters Score -2911251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2911253.500000 Penalty: 4995.987305
	Iteration 57Q: 3 clusters Score -2911254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2911260.500000 Penalty: 4995.987305
	Iteration 58Q: 3 clusters Score -2911260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2911264.250000 Penalty: 4995.987305
	Iteration 59Q: 3 clusters Score -2911264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2911261.250000 Penalty: 4995.987305
	Iteration 60F: 3 clusters Score -2911261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2911264.250000 Penalty: 4995.987305
	Iteration 61Q: 3 clusters Score -2911264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2911265.750000 Penalty: 4995.987305
	Iteration 62Q: 3 clusters Score -2911266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2911265.750000 Penalty: 4995.987305
	Iteration 63Q: 3 clusters Score -2911266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2911265.750000 Penalty: 4995.987305
	Iteration 64F: 3 clusters Score -2911266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (225770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225770 members 
Entering Unmasked Estep 
Score: -27379350.000000 Penalty: 3057.163574
	Iteration 0F: 2 clusters Score -2.737935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112942 members 
Mstep: Class 2 contains 112828 members 
Entering Unmasked Estep 
Score: -27234068.000000 Penalty: 6114.327148
	Iteration 0F: 3 clusters Score -2.723407e+07 nChanged 108797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113191 members 
Mstep: Class 2 contains 112579 members 
Entering Unmasked Estep 
Score: -27298428.000000 Penalty: 6114.327148
	Iteration 1F: 3 clusters Score -2.729843e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113028 members 
Mstep: Class 2 contains 112742 members 
Entering Unmasked Estep 
Score: -27300144.000000 Penalty: 6114.327148
	Iteration 2Q: 3 clusters Score -2.730014e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112677 members 
Mstep: Class 2 contains 113093 members 
Entering Unmasked Estep 
Score: -27302650.000000 Penalty: 6114.327148
	Iteration 3Q: 3 clusters Score -2.730265e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112028 members 
Mstep: Class 2 contains 113742 members 
Entering Unmasked Estep 
Score: -27306516.000000 Penalty: 6114.327148
	Iteration 4Q: 3 clusters Score -2.730652e+07 nChanged 10899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110721 members 
Mstep: Class 2 contains 115049 members 
Entering Unmasked Estep 
Score: -27312276.000000 Penalty: 6114.327148
	Iteration 5Q: 3 clusters Score -2.731228e+07 nChanged 13045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108370 members 
Mstep: Class 2 contains 117400 members 
Entering Unmasked Estep 
Score: -27320424.000000 Penalty: 6114.327148
	Iteration 6F: 3 clusters Score -2.732042e+07 nChanged 15370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105142 members 
Mstep: Class 2 contains 120628 members 
Entering Unmasked Estep 
Score: -27332576.000000 Penalty: 6114.327148
	Iteration 7F: 3 clusters Score -2.733258e+07 nChanged 16414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101758 members 
Mstep: Class 2 contains 124012 members 
Entering Unmasked Estep 
Score: -27345580.000000 Penalty: 6114.327148
	Iteration 8F: 3 clusters Score -2.734558e+07 nChanged 13847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98881 members 
Mstep: Class 2 contains 126889 members 
Entering Unmasked Estep 
Score: -27353506.000000 Penalty: 6114.327148
	Iteration 9F: 3 clusters Score -2.735351e+07 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96668 members 
Mstep: Class 2 contains 129102 members 
Entering Unmasked Estep 
Score: -27356444.000000 Penalty: 6114.327148
	Iteration 10Q: 3 clusters Score -2.735644e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94699 members 
Mstep: Class 2 contains 131071 members 
Entering Unmasked Estep 
Score: -27357734.000000 Penalty: 6114.327148
	Iteration 11Q: 3 clusters Score -2.735773e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92644 members 
Mstep: Class 2 contains 133126 members 
Entering Unmasked Estep 
Score: -27358930.000000 Penalty: 6114.327148
	Iteration 12Q: 3 clusters Score -2.735893e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90392 members 
Mstep: Class 2 contains 135378 members 
Entering Unmasked Estep 
Score: -27360124.000000 Penalty: 6114.327148
	Iteration 13Q: 3 clusters Score -2.736012e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88168 members 
Mstep: Class 2 contains 137602 members 
Entering Unmasked Estep 
Score: -27361380.000000 Penalty: 6114.327148
	Iteration 14Q: 3 clusters Score -2.736138e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 139848 members 
Entering Unmasked Estep 
Score: -27362554.000000 Penalty: 6114.327148
	Iteration 15Q: 3 clusters Score -2.736255e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83754 members 
Mstep: Class 2 contains 142016 members 
Entering Unmasked Estep 
Score: -27363666.000000 Penalty: 6114.327148
	Iteration 16Q: 3 clusters Score -2.736367e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 144128 members 
Entering Unmasked Estep 
Score: -27364652.000000 Penalty: 6114.327148
	Iteration 17Q: 3 clusters Score -2.736465e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79508 members 
Mstep: Class 2 contains 146262 members 
Entering Unmasked Estep 
Score: -27365532.000000 Penalty: 6114.327148
	Iteration 18Q: 3 clusters Score -2.736553e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77443 members 
Mstep: Class 2 contains 148327 members 
Entering Unmasked Estep 
Score: -27366116.000000 Penalty: 6114.327148
	Iteration 19Q: 3 clusters Score -2.736612e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75468 members 
Mstep: Class 2 contains 150302 members 
Entering Unmasked Estep 
Score: -27366598.000000 Penalty: 6114.327148
	Iteration 20F: 3 clusters Score -2.73666e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73604 members 
Mstep: Class 2 contains 152166 members 
Entering Unmasked Estep 
Score: -27367116.000000 Penalty: 6114.327148
	Iteration 21Q: 3 clusters Score -2.736712e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71754 members 
Mstep: Class 2 contains 154016 members 
Entering Unmasked Estep 
Score: -27367398.000000 Penalty: 6114.327148
	Iteration 22Q: 3 clusters Score -2.73674e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69974 members 
Mstep: Class 2 contains 155796 members 
Entering Unmasked Estep 
Score: -27367724.000000 Penalty: 6114.327148
	Iteration 23Q: 3 clusters Score -2.736772e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68124 members 
Mstep: Class 2 contains 157646 members 
Entering Unmasked Estep 
Score: -27368032.000000 Penalty: 6114.327148
	Iteration 24Q: 3 clusters Score -2.736803e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66279 members 
Mstep: Class 2 contains 159491 members 
Entering Unmasked Estep 
Score: -27368264.000000 Penalty: 6114.327148
	Iteration 25Q: 3 clusters Score -2.736826e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64517 members 
Mstep: Class 2 contains 161253 members 
Entering Unmasked Estep 
Score: -27368518.000000 Penalty: 6114.327148
	Iteration 26Q: 3 clusters Score -2.736852e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62804 members 
Mstep: Class 2 contains 162966 members 
Entering Unmasked Estep 
Score: -27368784.000000 Penalty: 6114.327148
	Iteration 27Q: 3 clusters Score -2.736878e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 164658 members 
Entering Unmasked Estep 
Score: -27369042.000000 Penalty: 6114.327148
	Iteration 28Q: 3 clusters Score -2.736904e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59367 members 
Mstep: Class 2 contains 166403 members 
Entering Unmasked Estep 
Score: -27369364.000000 Penalty: 6114.327148
	Iteration 29Q: 3 clusters Score -2.736936e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 168142 members 
Entering Unmasked Estep 
Score: -27369518.000000 Penalty: 6114.327148
	Iteration 30Q: 3 clusters Score -2.736952e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55942 members 
Mstep: Class 2 contains 169828 members 
Entering Unmasked Estep 
Score: -27369740.000000 Penalty: 6114.327148
	Iteration 31Q: 3 clusters Score -2.736974e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 171472 members 
Entering Unmasked Estep 
Score: -27370120.000000 Penalty: 6114.327148
	Iteration 32Q: 3 clusters Score -2.737012e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 173173 members 
Entering Unmasked Estep 
Score: -27370416.000000 Penalty: 6114.327148
	Iteration 33Q: 3 clusters Score -2.737042e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 174820 members 
Entering Unmasked Estep 
Score: -27370658.000000 Penalty: 6114.327148
	Iteration 34Q: 3 clusters Score -2.737066e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 176448 members 
Entering Unmasked Estep 
Score: -27371054.000000 Penalty: 6114.327148
	Iteration 35Q: 3 clusters Score -2.737105e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 178022 members 
Entering Unmasked Estep 
Score: -27371252.000000 Penalty: 6114.327148
	Iteration 36Q: 3 clusters Score -2.737125e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 179651 members 
Entering Unmasked Estep 
Score: -27371478.000000 Penalty: 6114.327148
	Iteration 37Q: 3 clusters Score -2.737148e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 181338 members 
Entering Unmasked Estep 
Score: -27371836.000000 Penalty: 6114.327148
	Iteration 38Q: 3 clusters Score -2.737184e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 183015 members 
Entering Unmasked Estep 
Score: -27372206.000000 Penalty: 6114.327148
	Iteration 39Q: 3 clusters Score -2.737221e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 184703 members 
Entering Unmasked Estep 
Score: -27372442.000000 Penalty: 6114.327148
	Iteration 40F: 3 clusters Score -2.737244e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 186451 members 
Entering Unmasked Estep 
Score: -27372784.000000 Penalty: 6114.327148
	Iteration 41Q: 3 clusters Score -2.737278e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 188196 members 
Entering Unmasked Estep 
Score: -27373114.000000 Penalty: 6114.327148
	Iteration 42Q: 3 clusters Score -2.737311e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 189982 members 
Entering Unmasked Estep 
Score: -27373424.000000 Penalty: 6114.327148
	Iteration 43Q: 3 clusters Score -2.737342e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 191737 members 
Entering Unmasked Estep 
Score: -27373682.000000 Penalty: 6114.327148
	Iteration 44Q: 3 clusters Score -2.737368e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 193482 members 
Entering Unmasked Estep 
Score: -27374038.000000 Penalty: 6114.327148
	Iteration 45Q: 3 clusters Score -2.737404e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 195187 members 
Entering Unmasked Estep 
Score: -27374286.000000 Penalty: 6114.327148
	Iteration 46Q: 3 clusters Score -2.737429e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 196900 members 
Entering Unmasked Estep 
Score: -27374788.000000 Penalty: 6114.327148
	Iteration 47Q: 3 clusters Score -2.737479e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 198615 members 
Entering Unmasked Estep 
Score: -27375184.000000 Penalty: 6114.327148
	Iteration 48Q: 3 clusters Score -2.737518e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 200275 members 
Entering Unmasked Estep 
Score: -27375444.000000 Penalty: 6114.327148
	Iteration 49Q: 3 clusters Score -2.737544e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 201990 members 
Entering Unmasked Estep 
Score: -27375746.000000 Penalty: 6114.327148
	Iteration 50Q: 3 clusters Score -2.737575e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 203679 members 
Entering Unmasked Estep 
Score: -27376054.000000 Penalty: 6114.327148
	Iteration 51Q: 3 clusters Score -2.737605e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 205464 members 
Entering Unmasked Estep 
Score: -27376196.000000 Penalty: 6114.327148
	Iteration 52Q: 3 clusters Score -2.73762e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 207223 members 
Entering Unmasked Estep 
Score: -27376308.000000 Penalty: 6114.327148
	Iteration 53Q: 3 clusters Score -2.737631e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 208858 members 
Entering Unmasked Estep 
Score: -27376504.000000 Penalty: 6114.327148
	Iteration 54Q: 3 clusters Score -2.73765e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 210466 members 
Entering Unmasked Estep 
Score: -27376594.000000 Penalty: 6114.327148
	Iteration 55Q: 3 clusters Score -2.737659e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 211986 members 
Entering Unmasked Estep 
Score: -27376752.000000 Penalty: 6114.327148
	Iteration 56Q: 3 clusters Score -2.737675e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 213413 members 
Entering Unmasked Estep 
Score: -27376840.000000 Penalty: 6114.327148
	Iteration 57Q: 3 clusters Score -2.737684e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 214695 members 
Entering Unmasked Estep 
Score: -27376886.000000 Penalty: 6114.327148
	Iteration 58Q: 3 clusters Score -2.737689e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 215885 members 
Entering Unmasked Estep 
Score: -27377122.000000 Penalty: 6114.327148
	Iteration 59Q: 3 clusters Score -2.737712e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 216933 members 
Entering Unmasked Estep 
Score: -27377264.000000 Penalty: 6114.327148
	Iteration 60F: 3 clusters Score -2.737726e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 217876 members 
Entering Unmasked Estep 
Score: -27377450.000000 Penalty: 6114.327148
	Iteration 61Q: 3 clusters Score -2.737745e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 218702 members 
Entering Unmasked Estep 
Score: -27377490.000000 Penalty: 6114.327148
	Iteration 62Q: 3 clusters Score -2.737749e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 219406 members 
Entering Unmasked Estep 
Score: -27377572.000000 Penalty: 6114.327148
	Iteration 63Q: 3 clusters Score -2.737757e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 220025 members 
Entering Unmasked Estep 
Score: -27377626.000000 Penalty: 6114.327148
	Iteration 64Q: 3 clusters Score -2.737763e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 220549 members 
Entering Unmasked Estep 
Score: -27377686.000000 Penalty: 6114.327148
	Iteration 65Q: 3 clusters Score -2.737769e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 221004 members 
Entering Unmasked Estep 
Score: -27377672.000000 Penalty: 6114.327148
	Iteration 66Q: 3 clusters Score -2.737767e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 221398 members 
Entering Unmasked Estep 
Score: -27377750.000000 Penalty: 6114.327148
	Iteration 67Q: 3 clusters Score -2.737775e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 221701 members 
Entering Unmasked Estep 
Score: -27377784.000000 Penalty: 6114.327148
	Iteration 68Q: 3 clusters Score -2.737778e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 221967 members 
Entering Unmasked Estep 
Score: -27377784.000000 Penalty: 6114.327148
	Iteration 69Q: 3 clusters Score -2.737778e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 222202 members 
Entering Unmasked Estep 
Score: -27377736.000000 Penalty: 6114.327148
	Iteration 70Q: 3 clusters Score -2.737774e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 222386 members 
Entering Unmasked Estep 
Score: -27377760.000000 Penalty: 6114.327148
	Iteration 71Q: 3 clusters Score -2.737776e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 222545 members 
Entering Unmasked Estep 
Score: -27377736.000000 Penalty: 6114.327148
	Iteration 72Q: 3 clusters Score -2.737774e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 222685 members 
Entering Unmasked Estep 
Score: -27377776.000000 Penalty: 6114.327148
	Iteration 73Q: 3 clusters Score -2.737778e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 222826 members 
Entering Unmasked Estep 
Score: -27377772.000000 Penalty: 6114.327148
	Iteration 74Q: 3 clusters Score -2.737777e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 222948 members 
Entering Unmasked Estep 
Score: -27377766.000000 Penalty: 6114.327148
	Iteration 75Q: 3 clusters Score -2.737777e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 223053 members 
Entering Unmasked Estep 
Score: -27377780.000000 Penalty: 6114.327148
	Iteration 76Q: 3 clusters Score -2.737778e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 223154 members 
Entering Unmasked Estep 
Score: -27377790.000000 Penalty: 6114.327148
	Iteration 77Q: 3 clusters Score -2.737779e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 223242 members 
Entering Unmasked Estep 
Score: -27377810.000000 Penalty: 6114.327148
	Iteration 78Q: 3 clusters Score -2.737781e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 223326 members 
Entering Unmasked Estep 
Score: -27377834.000000 Penalty: 6114.327148
	Iteration 79Q: 3 clusters Score -2.737783e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 223399 members 
Entering Unmasked Estep 
Score: -27377866.000000 Penalty: 6114.327148
	Iteration 80F: 3 clusters Score -2.737787e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 223454 members 
Entering Unmasked Estep 
Score: -27377868.000000 Penalty: 6114.327148
	Iteration 81Q: 3 clusters Score -2.737787e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 223490 members 
Entering Unmasked Estep 
Score: -27377850.000000 Penalty: 6114.327148
	Iteration 82Q: 3 clusters Score -2.737785e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 223523 members 
Entering Unmasked Estep 
Score: -27377844.000000 Penalty: 6114.327148
	Iteration 83Q: 3 clusters Score -2.737784e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 223559 members 
Entering Unmasked Estep 
Score: -27377834.000000 Penalty: 6114.327148
	Iteration 84Q: 3 clusters Score -2.737783e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 223580 members 
Entering Unmasked Estep 
Score: -27377836.000000 Penalty: 6114.327148
	Iteration 85Q: 3 clusters Score -2.737784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 223596 members 
Entering Unmasked Estep 
Score: -27377834.000000 Penalty: 6114.327148
	Iteration 86Q: 3 clusters Score -2.737783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 223607 members 
Entering Unmasked Estep 
Score: -27377838.000000 Penalty: 6114.327148
	Iteration 87Q: 3 clusters Score -2.737784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 223614 members 
Entering Unmasked Estep 
Score: -27377860.000000 Penalty: 6114.327148
	Iteration 88Q: 3 clusters Score -2.737786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 223628 members 
Entering Unmasked Estep 
Score: -27377870.000000 Penalty: 6114.327148
	Iteration 89Q: 3 clusters Score -2.737787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 223639 members 
Entering Unmasked Estep 
Score: -27377858.000000 Penalty: 6114.327148
	Iteration 90Q: 3 clusters Score -2.737786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 223651 members 
Entering Unmasked Estep 
Score: -27377858.000000 Penalty: 6114.327148
	Iteration 91Q: 3 clusters Score -2.737786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 223669 members 
Entering Unmasked Estep 
Score: -27377890.000000 Penalty: 6114.327148
	Iteration 92Q: 3 clusters Score -2.737789e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 223686 members 
Entering Unmasked Estep 
Score: -27377874.000000 Penalty: 6114.327148
	Iteration 93Q: 3 clusters Score -2.737787e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 223705 members 
Entering Unmasked Estep 
Score: -27377846.000000 Penalty: 6114.327148
	Iteration 94Q: 3 clusters Score -2.737785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 223724 members 
Entering Unmasked Estep 
Score: -27377848.000000 Penalty: 6114.327148
	Iteration 95Q: 3 clusters Score -2.737785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 223737 members 
Entering Unmasked Estep 
Score: -27377840.000000 Penalty: 6114.327148
	Iteration 96Q: 3 clusters Score -2.737784e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 223755 members 
Entering Unmasked Estep 
Score: -27377848.000000 Penalty: 6114.327148
	Iteration 97Q: 3 clusters Score -2.737785e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 223773 members 
Entering Unmasked Estep 
Score: -27377854.000000 Penalty: 6114.327148
	Iteration 98Q: 3 clusters Score -2.737785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 223787 members 
Entering Unmasked Estep 
Score: -27377842.000000 Penalty: 6114.327148
	Iteration 99Q: 3 clusters Score -2.737784e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 223805 members 
Entering Unmasked Estep 
Score: -27377856.000000 Penalty: 6114.327148
	Iteration 100F: 3 clusters Score -2.737786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 223811 members 
Entering Unmasked Estep 
Score: -27377874.000000 Penalty: 6114.327148
	Iteration 101Q: 3 clusters Score -2.737787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 223816 members 
Entering Unmasked Estep 
Score: -27377880.000000 Penalty: 6114.327148
	Iteration 102Q: 3 clusters Score -2.737788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 223819 members 
Entering Unmasked Estep 
Score: -27377876.000000 Penalty: 6114.327148
	Iteration 103Q: 3 clusters Score -2.737788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 223822 members 
Entering Unmasked Estep 
Score: -27377902.000000 Penalty: 6114.327148
	Iteration 104Q: 3 clusters Score -2.73779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 223825 members 
Entering Unmasked Estep 
Score: -27377884.000000 Penalty: 6114.327148
	Iteration 105Q: 3 clusters Score -2.737788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 223828 members 
Entering Unmasked Estep 
Score: -27377864.000000 Penalty: 6114.327148
	Iteration 106Q: 3 clusters Score -2.737786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 223831 members 
Entering Unmasked Estep 
Score: -27377872.000000 Penalty: 6114.327148
	Iteration 107Q: 3 clusters Score -2.737787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 223833 members 
Entering Unmasked Estep 
Score: -27377852.000000 Penalty: 6114.327148
	Iteration 108Q: 3 clusters Score -2.737785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 223839 members 
Entering Unmasked Estep 
Score: -27377846.000000 Penalty: 6114.327148
	Iteration 109Q: 3 clusters Score -2.737785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 223843 members 
Entering Unmasked Estep 
Score: -27377836.000000 Penalty: 6114.327148
	Iteration 110Q: 3 clusters Score -2.737784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 223849 members 
Entering Unmasked Estep 
Score: -27377848.000000 Penalty: 6114.327148
	Iteration 111Q: 3 clusters Score -2.737785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 223859 members 
Entering Unmasked Estep 
Score: -27377832.000000 Penalty: 6114.327148
	Iteration 112Q: 3 clusters Score -2.737783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 223870 members 
Entering Unmasked Estep 
Score: -27377854.000000 Penalty: 6114.327148
	Iteration 113Q: 3 clusters Score -2.737785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 223881 members 
Entering Unmasked Estep 
Score: -27377846.000000 Penalty: 6114.327148
	Iteration 114Q: 3 clusters Score -2.737785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 223887 members 
Entering Unmasked Estep 
Score: -27377854.000000 Penalty: 6114.327148
	Iteration 115Q: 3 clusters Score -2.737785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 223893 members 
Entering Unmasked Estep 
Score: -27377862.000000 Penalty: 6114.327148
	Iteration 116Q: 3 clusters Score -2.737786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 223898 members 
Entering Unmasked Estep 
Score: -27377846.000000 Penalty: 6114.327148
	Iteration 117Q: 3 clusters Score -2.737785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 223906 members 
Entering Unmasked Estep 
Score: -27377828.000000 Penalty: 6114.327148
	Iteration 118Q: 3 clusters Score -2.737783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 223910 members 
Entering Unmasked Estep 
Score: -27377816.000000 Penalty: 6114.327148
	Iteration 119Q: 3 clusters Score -2.737782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 223913 members 
Entering Unmasked Estep 
Score: -27377822.000000 Penalty: 6114.327148
	Iteration 120F: 3 clusters Score -2.737782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 223918 members 
Entering Unmasked Estep 
Score: -27377818.000000 Penalty: 6114.327148
	Iteration 121Q: 3 clusters Score -2.737782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 223922 members 
Entering Unmasked Estep 
Score: -27377820.000000 Penalty: 6114.327148
	Iteration 122Q: 3 clusters Score -2.737782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 223925 members 
Entering Unmasked Estep 
Score: -27377830.000000 Penalty: 6114.327148
	Iteration 123Q: 3 clusters Score -2.737783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 223930 members 
Entering Unmasked Estep 
Score: -27377836.000000 Penalty: 6114.327148
	Iteration 124Q: 3 clusters Score -2.737784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 223932 members 
Entering Unmasked Estep 
Score: -27377844.000000 Penalty: 6114.327148
	Iteration 125Q: 3 clusters Score -2.737784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 223933 members 
Entering Unmasked Estep 
Score: -27377838.000000 Penalty: 6114.327148
	Iteration 126Q: 3 clusters Score -2.737784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 223934 members 
Entering Unmasked Estep 
Score: -27377832.000000 Penalty: 6114.327148
	Iteration 127Q: 3 clusters Score -2.737783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 223934 members 
Entering Unmasked Estep 
Score: -27377832.000000 Penalty: 6114.327148
	Iteration 128F: 3 clusters Score -2.737783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Entering Unmasked Estep 
Score: -439134.718750 Penalty: 2047.638550
	Iteration 0F: 2 clusters Score -439134.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -435327.843750 Penalty: 4095.277100
	Iteration 0F: 3 clusters Score -435327.8 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -436207.125000 Penalty: 4095.277100
	Iteration 1F: 3 clusters Score -436207.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -436412.468750 Penalty: 4095.277100
	Iteration 2F: 3 clusters Score -436412.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -436531.187500 Penalty: 4095.277100
	Iteration 3Q: 3 clusters Score -436531.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -436626.531250 Penalty: 4095.277100
	Iteration 4Q: 3 clusters Score -436626.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -436717.343750 Penalty: 4095.277100
	Iteration 5Q: 3 clusters Score -436717.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -436793.781250 Penalty: 4095.277100
	Iteration 6Q: 3 clusters Score -436793.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -436846.750000 Penalty: 4095.277100
	Iteration 7Q: 3 clusters Score -436846.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -436884.562500 Penalty: 4095.277100
	Iteration 8Q: 3 clusters Score -436884.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -436914.156250 Penalty: 4095.277100
	Iteration 9Q: 3 clusters Score -436914.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -436931.468750 Penalty: 4095.277100
	Iteration 10Q: 3 clusters Score -436931.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -436943.281250 Penalty: 4095.277100
	Iteration 11Q: 3 clusters Score -436943.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -436953.468750 Penalty: 4095.277100
	Iteration 12Q: 3 clusters Score -436953.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -436966.875000 Penalty: 4095.277100
	Iteration 13Q: 3 clusters Score -436966.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -436978.437500 Penalty: 4095.277100
	Iteration 14Q: 3 clusters Score -436978.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -436987.187500 Penalty: 4095.277100
	Iteration 15Q: 3 clusters Score -436987.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -436995.343750 Penalty: 4095.277100
	Iteration 16Q: 3 clusters Score -436995.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -437003.031250 Penalty: 4095.277100
	Iteration 17Q: 3 clusters Score -437003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -437012.500000 Penalty: 4095.277100
	Iteration 18Q: 3 clusters Score -437012.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -437020.875000 Penalty: 4095.277100
	Iteration 19Q: 3 clusters Score -437020.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -437026.562500 Penalty: 4095.277100
	Iteration 20F: 3 clusters Score -437026.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -437033.656250 Penalty: 4095.277100
	Iteration 21Q: 3 clusters Score -437033.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -437038.406250 Penalty: 4095.277100
	Iteration 22Q: 3 clusters Score -437038.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -437043.750000 Penalty: 4095.277100
	Iteration 23Q: 3 clusters Score -437043.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -437048.218750 Penalty: 4095.277100
	Iteration 24Q: 3 clusters Score -437048.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -437052.156250 Penalty: 4095.277100
	Iteration 25Q: 3 clusters Score -437052.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -437054.875000 Penalty: 4095.277100
	Iteration 26Q: 3 clusters Score -437054.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -437061.656250 Penalty: 4095.277100
	Iteration 27Q: 3 clusters Score -437061.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -437071.437500 Penalty: 4095.277100
	Iteration 28Q: 3 clusters Score -437071.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -437080.968750 Penalty: 4095.277100
	Iteration 29Q: 3 clusters Score -437081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -437092.093750 Penalty: 4095.277100
	Iteration 30Q: 3 clusters Score -437092.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -437102.718750 Penalty: 4095.277100
	Iteration 31Q: 3 clusters Score -437102.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -437115.593750 Penalty: 4095.277100
	Iteration 32Q: 3 clusters Score -437115.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -437124.375000 Penalty: 4095.277100
	Iteration 33Q: 3 clusters Score -437124.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -437133.000000 Penalty: 4095.277100
	Iteration 34Q: 3 clusters Score -437133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -437139.156250 Penalty: 4095.277100
	Iteration 35Q: 3 clusters Score -437139.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -437147.875000 Penalty: 4095.277100
	Iteration 36Q: 3 clusters Score -437147.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -437156.156250 Penalty: 4095.277100
	Iteration 37Q: 3 clusters Score -437156.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -437170.312500 Penalty: 4095.277100
	Iteration 38Q: 3 clusters Score -437170.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -437179.593750 Penalty: 4095.277100
	Iteration 39Q: 3 clusters Score -437179.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -437190.031250 Penalty: 4095.277100
	Iteration 40F: 3 clusters Score -437190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -437204.437500 Penalty: 4095.277100
	Iteration 41Q: 3 clusters Score -437204.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -437219.093750 Penalty: 4095.277100
	Iteration 42Q: 3 clusters Score -437219.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -437234.875000 Penalty: 4095.277100
	Iteration 43Q: 3 clusters Score -437234.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -437247.468750 Penalty: 4095.277100
	Iteration 44Q: 3 clusters Score -437247.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -437262.250000 Penalty: 4095.277100
	Iteration 45Q: 3 clusters Score -437262.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -437279.625000 Penalty: 4095.277100
	Iteration 46Q: 3 clusters Score -437279.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -437297.500000 Penalty: 4095.277100
	Iteration 47Q: 3 clusters Score -437297.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -437316.968750 Penalty: 4095.277100
	Iteration 48Q: 3 clusters Score -437317 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -437335.875000 Penalty: 4095.277100
	Iteration 49Q: 3 clusters Score -437335.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -437354.781250 Penalty: 4095.277100
	Iteration 50Q: 3 clusters Score -437354.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -437372.343750 Penalty: 4095.277100
	Iteration 51Q: 3 clusters Score -437372.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -437391.187500 Penalty: 4095.277100
	Iteration 52Q: 3 clusters Score -437391.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -437407.750000 Penalty: 4095.277100
	Iteration 53Q: 3 clusters Score -437407.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -437421.312500 Penalty: 4095.277100
	Iteration 54Q: 3 clusters Score -437421.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -437435.093750 Penalty: 4095.277100
	Iteration 55Q: 3 clusters Score -437435.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -437448.156250 Penalty: 4095.277100
	Iteration 56Q: 3 clusters Score -437448.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -437460.250000 Penalty: 4095.277100
	Iteration 57Q: 3 clusters Score -437460.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -437468.781250 Penalty: 4095.277100
	Iteration 58Q: 3 clusters Score -437468.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -437485.906250 Penalty: 4095.277100
	Iteration 59Q: 3 clusters Score -437485.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -437505.750000 Penalty: 4095.277100
	Iteration 60F: 3 clusters Score -437505.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -437527.062500 Penalty: 4095.277100
	Iteration 61Q: 3 clusters Score -437527.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -437543.906250 Penalty: 4095.277100
	Iteration 62Q: 3 clusters Score -437543.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -437559.718750 Penalty: 4095.277100
	Iteration 63Q: 3 clusters Score -437559.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -437570.062500 Penalty: 4095.277100
	Iteration 64Q: 3 clusters Score -437570.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -437581.250000 Penalty: 4095.277100
	Iteration 65Q: 3 clusters Score -437581.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -437588.093750 Penalty: 4095.277100
	Iteration 66Q: 3 clusters Score -437588.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -437592.750000 Penalty: 4095.277100
	Iteration 67Q: 3 clusters Score -437592.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -437597.718750 Penalty: 4095.277100
	Iteration 68Q: 3 clusters Score -437597.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -437602.000000 Penalty: 4095.277100
	Iteration 69Q: 3 clusters Score -437602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -437606.843750 Penalty: 4095.277100
	Iteration 70Q: 3 clusters Score -437606.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -437610.656250 Penalty: 4095.277100
	Iteration 71Q: 3 clusters Score -437610.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -437613.156250 Penalty: 4095.277100
	Iteration 72Q: 3 clusters Score -437613.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -437616.812500 Penalty: 4095.277100
	Iteration 73Q: 3 clusters Score -437616.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -437620.156250 Penalty: 4095.277100
	Iteration 74Q: 3 clusters Score -437620.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -437624.500000 Penalty: 4095.277100
	Iteration 75Q: 3 clusters Score -437624.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -437628.250000 Penalty: 4095.277100
	Iteration 76Q: 3 clusters Score -437628.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -437635.968750 Penalty: 4095.277100
	Iteration 77Q: 3 clusters Score -437636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -437641.375000 Penalty: 4095.277100
	Iteration 78Q: 3 clusters Score -437641.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -437645.656250 Penalty: 4095.277100
	Iteration 79Q: 3 clusters Score -437645.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -437649.687500 Penalty: 4095.277100
	Iteration 80F: 3 clusters Score -437649.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -437654.656250 Penalty: 4095.277100
	Iteration 81Q: 3 clusters Score -437654.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -437659.093750 Penalty: 4095.277100
	Iteration 82Q: 3 clusters Score -437659.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -437665.156250 Penalty: 4095.277100
	Iteration 83Q: 3 clusters Score -437665.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -437672.062500 Penalty: 4095.277100
	Iteration 84Q: 3 clusters Score -437672.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -437678.812500 Penalty: 4095.277100
	Iteration 85Q: 3 clusters Score -437678.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -437683.812500 Penalty: 4095.277100
	Iteration 86Q: 3 clusters Score -437683.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -437686.937500 Penalty: 4095.277100
	Iteration 87Q: 3 clusters Score -437686.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -437688.937500 Penalty: 4095.277100
	Iteration 88Q: 3 clusters Score -437688.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -437690.281250 Penalty: 4095.277100
	Iteration 89Q: 3 clusters Score -437690.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -437692.562500 Penalty: 4095.277100
	Iteration 90Q: 3 clusters Score -437692.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -437693.593750 Penalty: 4095.277100
	Iteration 91Q: 3 clusters Score -437693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -437694.656250 Penalty: 4095.277100
	Iteration 92Q: 3 clusters Score -437694.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -437695.468750 Penalty: 4095.277100
	Iteration 93Q: 3 clusters Score -437695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -437696.875000 Penalty: 4095.277100
	Iteration 94Q: 3 clusters Score -437696.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -437698.781250 Penalty: 4095.277100
	Iteration 95Q: 3 clusters Score -437698.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -437700.000000 Penalty: 4095.277100
	Iteration 96Q: 3 clusters Score -437700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -437700.343750 Penalty: 4095.277100
	Iteration 97Q: 3 clusters Score -437700.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -437700.343750 Penalty: 4095.277100
	Iteration 98F: 3 clusters Score -437700.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Entering Unmasked Estep 
Score: -499952.343750 Penalty: 2080.166504
	Iteration 0F: 2 clusters Score -499952.3 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 2180 members 
Entering Unmasked Estep 
Score: -495849.125000 Penalty: 4160.333008
	Iteration 0F: 3 clusters Score -495849.1 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -496778.250000 Penalty: 4160.333008
	Iteration 1F: 3 clusters Score -496778.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -496967.468750 Penalty: 4160.333008
	Iteration 2F: 3 clusters Score -496967.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -497069.468750 Penalty: 4160.333008
	Iteration 3Q: 3 clusters Score -497069.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -497136.343750 Penalty: 4160.333008
	Iteration 4Q: 3 clusters Score -497136.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -497169.750000 Penalty: 4160.333008
	Iteration 5Q: 3 clusters Score -497169.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -497207.343750 Penalty: 4160.333008
	Iteration 6Q: 3 clusters Score -497207.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -497235.343750 Penalty: 4160.333008
	Iteration 7Q: 3 clusters Score -497235.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -497255.718750 Penalty: 4160.333008
	Iteration 8Q: 3 clusters Score -497255.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -497271.375000 Penalty: 4160.333008
	Iteration 9Q: 3 clusters Score -497271.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -497284.281250 Penalty: 4160.333008
	Iteration 10Q: 3 clusters Score -497284.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -497296.281250 Penalty: 4160.333008
	Iteration 11Q: 3 clusters Score -497296.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -497306.812500 Penalty: 4160.333008
	Iteration 12Q: 3 clusters Score -497306.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -497315.906250 Penalty: 4160.333008
	Iteration 13Q: 3 clusters Score -497315.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -497326.687500 Penalty: 4160.333008
	Iteration 14Q: 3 clusters Score -497326.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -497333.968750 Penalty: 4160.333008
	Iteration 15Q: 3 clusters Score -497334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -497337.343750 Penalty: 4160.333008
	Iteration 16Q: 3 clusters Score -497337.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -497343.406250 Penalty: 4160.333008
	Iteration 17Q: 3 clusters Score -497343.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -497348.250000 Penalty: 4160.333008
	Iteration 18Q: 3 clusters Score -497348.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -497352.281250 Penalty: 4160.333008
	Iteration 19Q: 3 clusters Score -497352.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -497354.812500 Penalty: 4160.333008
	Iteration 20F: 3 clusters Score -497354.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -497357.406250 Penalty: 4160.333008
	Iteration 21Q: 3 clusters Score -497357.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -497359.125000 Penalty: 4160.333008
	Iteration 22Q: 3 clusters Score -497359.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -497363.531250 Penalty: 4160.333008
	Iteration 23Q: 3 clusters Score -497363.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -497367.750000 Penalty: 4160.333008
	Iteration 24Q: 3 clusters Score -497367.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -497368.562500 Penalty: 4160.333008
	Iteration 25Q: 3 clusters Score -497368.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -497372.562500 Penalty: 4160.333008
	Iteration 26Q: 3 clusters Score -497372.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -497374.281250 Penalty: 4160.333008
	Iteration 27Q: 3 clusters Score -497374.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -497376.531250 Penalty: 4160.333008
	Iteration 28Q: 3 clusters Score -497376.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -497378.562500 Penalty: 4160.333008
	Iteration 29Q: 3 clusters Score -497378.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -497378.375000 Penalty: 4160.333008
	Iteration 30Q: 3 clusters Score -497378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -497378.062500 Penalty: 4160.333008
	Iteration 31Q: 3 clusters Score -497378.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -497379.000000 Penalty: 4160.333008
	Iteration 32Q: 3 clusters Score -497379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -497379.343750 Penalty: 4160.333008
	Iteration 33Q: 3 clusters Score -497379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -497379.812500 Penalty: 4160.333008
	Iteration 34Q: 3 clusters Score -497379.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -497380.687500 Penalty: 4160.333008
	Iteration 35Q: 3 clusters Score -497380.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -497380.406250 Penalty: 4160.333008
	Iteration 36Q: 3 clusters Score -497380.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -497380.656250 Penalty: 4160.333008
	Iteration 37Q: 3 clusters Score -497380.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -497380.656250 Penalty: 4160.333008
	Iteration 38F: 3 clusters Score -497380.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -4473797.000000 Penalty: 2603.675537
	Iteration 0F: 2 clusters Score -4473797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4449161.000000 Penalty: 5207.351074
	Iteration 0F: 3 clusters Score -4449161 nChanged 16383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -4458052.000000 Penalty: 5207.351074
	Iteration 1F: 3 clusters Score -4458052 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -4458466.500000 Penalty: 5207.351074
	Iteration 2Q: 3 clusters Score -4458466 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -4458854.000000 Penalty: 5207.351074
	Iteration 3Q: 3 clusters Score -4458854 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -4459276.500000 Penalty: 5207.351074
	Iteration 4Q: 3 clusters Score -4459276 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -4459735.000000 Penalty: 5207.351074
	Iteration 5Q: 3 clusters Score -4459735 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -4460333.000000 Penalty: 5207.351074
	Iteration 6Q: 3 clusters Score -4460333 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -4461198.000000 Penalty: 5207.351074
	Iteration 7Q: 3 clusters Score -4461198 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -4462529.000000 Penalty: 5207.351074
	Iteration 8F: 3 clusters Score -4462529 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -4464342.500000 Penalty: 5207.351074
	Iteration 9F: 3 clusters Score -4464342 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -4466542.500000 Penalty: 5207.351074
	Iteration 10F: 3 clusters Score -4466542 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -4468673.000000 Penalty: 5207.351074
	Iteration 11F: 3 clusters Score -4468673 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -4470098.000000 Penalty: 5207.351074
	Iteration 12Q: 3 clusters Score -4470098 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -4470882.500000 Penalty: 5207.351074
	Iteration 13Q: 3 clusters Score -4470882 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -4471188.500000 Penalty: 5207.351074
	Iteration 14Q: 3 clusters Score -4471188 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -4471350.000000 Penalty: 5207.351074
	Iteration 15Q: 3 clusters Score -4471350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -4471436.500000 Penalty: 5207.351074
	Iteration 16Q: 3 clusters Score -4471436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -4471477.000000 Penalty: 5207.351074
	Iteration 17Q: 3 clusters Score -4471477 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -4471512.500000 Penalty: 5207.351074
	Iteration 18Q: 3 clusters Score -4471512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4471527.500000 Penalty: 5207.351074
	Iteration 19Q: 3 clusters Score -4471528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -4471534.500000 Penalty: 5207.351074
	Iteration 20F: 3 clusters Score -4471534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -4471544.000000 Penalty: 5207.351074
	Iteration 21Q: 3 clusters Score -4471544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -4471546.500000 Penalty: 5207.351074
	Iteration 22Q: 3 clusters Score -4471546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -4471548.500000 Penalty: 5207.351074
	Iteration 23Q: 3 clusters Score -4471548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -4471548.500000 Penalty: 5207.351074
	Iteration 24F: 3 clusters Score -4471548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (214409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214409 members 
Entering Unmasked Estep 
Score: -26064468.000000 Penalty: 3044.358887
	Iteration 0F: 2 clusters Score -2.606447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106980 members 
Mstep: Class 2 contains 107429 members 
Entering Unmasked Estep 
Score: -25925098.000000 Penalty: 6088.717773
	Iteration 0F: 3 clusters Score -2.59251e+07 nChanged 103374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103298 members 
Mstep: Class 2 contains 111111 members 
Entering Unmasked Estep 
Score: -25987084.000000 Penalty: 6088.717773
	Iteration 1F: 3 clusters Score -2.598708e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100848 members 
Mstep: Class 2 contains 113561 members 
Entering Unmasked Estep 
Score: -25989552.000000 Penalty: 6088.717773
	Iteration 2Q: 3 clusters Score -2.598955e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97584 members 
Mstep: Class 2 contains 116825 members 
Entering Unmasked Estep 
Score: -25993564.000000 Penalty: 6088.717773
	Iteration 3Q: 3 clusters Score -2.599356e+07 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93603 members 
Mstep: Class 2 contains 120806 members 
Entering Unmasked Estep 
Score: -25999354.000000 Penalty: 6088.717773
	Iteration 4Q: 3 clusters Score -2.599935e+07 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89171 members 
Mstep: Class 2 contains 125238 members 
Entering Unmasked Estep 
Score: -26006876.000000 Penalty: 6088.717773
	Iteration 5F: 3 clusters Score -2.600688e+07 nChanged 13009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84898 members 
Mstep: Class 2 contains 129511 members 
Entering Unmasked Estep 
Score: -26015936.000000 Penalty: 6088.717773
	Iteration 6F: 3 clusters Score -2.601594e+07 nChanged 13852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81654 members 
Mstep: Class 2 contains 132755 members 
Entering Unmasked Estep 
Score: -26026006.000000 Penalty: 6088.717773
	Iteration 7F: 3 clusters Score -2.602601e+07 nChanged 12981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79747 members 
Mstep: Class 2 contains 134662 members 
Entering Unmasked Estep 
Score: -26034174.000000 Penalty: 6088.717773
	Iteration 8F: 3 clusters Score -2.603417e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78776 members 
Mstep: Class 2 contains 135633 members 
Entering Unmasked Estep 
Score: -26038162.000000 Penalty: 6088.717773
	Iteration 9Q: 3 clusters Score -2.603816e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78004 members 
Mstep: Class 2 contains 136405 members 
Entering Unmasked Estep 
Score: -26039962.000000 Penalty: 6088.717773
	Iteration 10Q: 3 clusters Score -2.603996e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 137221 members 
Entering Unmasked Estep 
Score: -26040574.000000 Penalty: 6088.717773
	Iteration 11Q: 3 clusters Score -2.604057e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76374 members 
Mstep: Class 2 contains 138035 members 
Entering Unmasked Estep 
Score: -26041130.000000 Penalty: 6088.717773
	Iteration 12Q: 3 clusters Score -2.604113e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75605 members 
Mstep: Class 2 contains 138804 members 
Entering Unmasked Estep 
Score: -26041524.000000 Penalty: 6088.717773
	Iteration 13Q: 3 clusters Score -2.604152e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 139543 members 
Entering Unmasked Estep 
Score: -26041776.000000 Penalty: 6088.717773
	Iteration 14Q: 3 clusters Score -2.604178e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74094 members 
Mstep: Class 2 contains 140315 members 
Entering Unmasked Estep 
Score: -26041962.000000 Penalty: 6088.717773
	Iteration 15Q: 3 clusters Score -2.604196e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73329 members 
Mstep: Class 2 contains 141080 members 
Entering Unmasked Estep 
Score: -26042314.000000 Penalty: 6088.717773
	Iteration 16Q: 3 clusters Score -2.604231e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72407 members 
Mstep: Class 2 contains 142002 members 
Entering Unmasked Estep 
Score: -26042658.000000 Penalty: 6088.717773
	Iteration 17Q: 3 clusters Score -2.604266e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 142952 members 
Entering Unmasked Estep 
Score: -26042838.000000 Penalty: 6088.717773
	Iteration 18Q: 3 clusters Score -2.604284e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70508 members 
Mstep: Class 2 contains 143901 members 
Entering Unmasked Estep 
Score: -26043164.000000 Penalty: 6088.717773
	Iteration 19Q: 3 clusters Score -2.604316e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 144962 members 
Entering Unmasked Estep 
Score: -26043444.000000 Penalty: 6088.717773
	Iteration 20F: 3 clusters Score -2.604344e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 146046 members 
Entering Unmasked Estep 
Score: -26043746.000000 Penalty: 6088.717773
	Iteration 21Q: 3 clusters Score -2.604375e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67154 members 
Mstep: Class 2 contains 147255 members 
Entering Unmasked Estep 
Score: -26044166.000000 Penalty: 6088.717773
	Iteration 22Q: 3 clusters Score -2.604417e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65842 members 
Mstep: Class 2 contains 148567 members 
Entering Unmasked Estep 
Score: -26044600.000000 Penalty: 6088.717773
	Iteration 23Q: 3 clusters Score -2.60446e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64522 members 
Mstep: Class 2 contains 149887 members 
Entering Unmasked Estep 
Score: -26044942.000000 Penalty: 6088.717773
	Iteration 24Q: 3 clusters Score -2.604494e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 151294 members 
Entering Unmasked Estep 
Score: -26045458.000000 Penalty: 6088.717773
	Iteration 25Q: 3 clusters Score -2.604546e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61703 members 
Mstep: Class 2 contains 152706 members 
Entering Unmasked Estep 
Score: -26046022.000000 Penalty: 6088.717773
	Iteration 26Q: 3 clusters Score -2.604602e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 154206 members 
Entering Unmasked Estep 
Score: -26046540.000000 Penalty: 6088.717773
	Iteration 27Q: 3 clusters Score -2.604654e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 155763 members 
Entering Unmasked Estep 
Score: -26047066.000000 Penalty: 6088.717773
	Iteration 28Q: 3 clusters Score -2.604707e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 157370 members 
Entering Unmasked Estep 
Score: -26047554.000000 Penalty: 6088.717773
	Iteration 29Q: 3 clusters Score -2.604755e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 159140 members 
Entering Unmasked Estep 
Score: -26048092.000000 Penalty: 6088.717773
	Iteration 30Q: 3 clusters Score -2.604809e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 160943 members 
Entering Unmasked Estep 
Score: -26048486.000000 Penalty: 6088.717773
	Iteration 31Q: 3 clusters Score -2.604849e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 162746 members 
Entering Unmasked Estep 
Score: -26049050.000000 Penalty: 6088.717773
	Iteration 32Q: 3 clusters Score -2.604905e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 164543 members 
Entering Unmasked Estep 
Score: -26049452.000000 Penalty: 6088.717773
	Iteration 33Q: 3 clusters Score -2.604945e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 166419 members 
Entering Unmasked Estep 
Score: -26050056.000000 Penalty: 6088.717773
	Iteration 34Q: 3 clusters Score -2.605006e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 168431 members 
Entering Unmasked Estep 
Score: -26050662.000000 Penalty: 6088.717773
	Iteration 35Q: 3 clusters Score -2.605066e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 170434 members 
Entering Unmasked Estep 
Score: -26051276.000000 Penalty: 6088.717773
	Iteration 36Q: 3 clusters Score -2.605128e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 172439 members 
Entering Unmasked Estep 
Score: -26051722.000000 Penalty: 6088.717773
	Iteration 37Q: 3 clusters Score -2.605172e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 174488 members 
Entering Unmasked Estep 
Score: -26052110.000000 Penalty: 6088.717773
	Iteration 38Q: 3 clusters Score -2.605211e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 176523 members 
Entering Unmasked Estep 
Score: -26052584.000000 Penalty: 6088.717773
	Iteration 39Q: 3 clusters Score -2.605258e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 178558 members 
Entering Unmasked Estep 
Score: -26053158.000000 Penalty: 6088.717773
	Iteration 40F: 3 clusters Score -2.605316e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 180506 members 
Entering Unmasked Estep 
Score: -26053770.000000 Penalty: 6088.717773
	Iteration 41Q: 3 clusters Score -2.605377e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 182463 members 
Entering Unmasked Estep 
Score: -26054314.000000 Penalty: 6088.717773
	Iteration 42Q: 3 clusters Score -2.605431e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 184387 members 
Entering Unmasked Estep 
Score: -26054866.000000 Penalty: 6088.717773
	Iteration 43Q: 3 clusters Score -2.605487e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 186348 members 
Entering Unmasked Estep 
Score: -26055622.000000 Penalty: 6088.717773
	Iteration 44Q: 3 clusters Score -2.605562e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 188288 members 
Entering Unmasked Estep 
Score: -26056162.000000 Penalty: 6088.717773
	Iteration 45Q: 3 clusters Score -2.605616e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 190159 members 
Entering Unmasked Estep 
Score: -26056494.000000 Penalty: 6088.717773
	Iteration 46Q: 3 clusters Score -2.605649e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 191937 members 
Entering Unmasked Estep 
Score: -26056954.000000 Penalty: 6088.717773
	Iteration 47Q: 3 clusters Score -2.605695e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 193705 members 
Entering Unmasked Estep 
Score: -26057472.000000 Penalty: 6088.717773
	Iteration 48Q: 3 clusters Score -2.605747e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 195356 members 
Entering Unmasked Estep 
Score: -26057996.000000 Penalty: 6088.717773
	Iteration 49Q: 3 clusters Score -2.6058e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 196864 members 
Entering Unmasked Estep 
Score: -26058246.000000 Penalty: 6088.717773
	Iteration 50Q: 3 clusters Score -2.605825e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 198282 members 
Entering Unmasked Estep 
Score: -26058488.000000 Penalty: 6088.717773
	Iteration 51Q: 3 clusters Score -2.605849e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 199598 members 
Entering Unmasked Estep 
Score: -26058836.000000 Penalty: 6088.717773
	Iteration 52Q: 3 clusters Score -2.605884e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 200842 members 
Entering Unmasked Estep 
Score: -26059008.000000 Penalty: 6088.717773
	Iteration 53Q: 3 clusters Score -2.605901e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 202005 members 
Entering Unmasked Estep 
Score: -26059296.000000 Penalty: 6088.717773
	Iteration 54Q: 3 clusters Score -2.60593e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 203062 members 
Entering Unmasked Estep 
Score: -26059636.000000 Penalty: 6088.717773
	Iteration 55Q: 3 clusters Score -2.605964e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 204061 members 
Entering Unmasked Estep 
Score: -26059826.000000 Penalty: 6088.717773
	Iteration 56Q: 3 clusters Score -2.605983e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 204983 members 
Entering Unmasked Estep 
Score: -26060022.000000 Penalty: 6088.717773
	Iteration 57Q: 3 clusters Score -2.606002e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 205830 members 
Entering Unmasked Estep 
Score: -26060206.000000 Penalty: 6088.717773
	Iteration 58Q: 3 clusters Score -2.606021e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 206597 members 
Entering Unmasked Estep 
Score: -26060510.000000 Penalty: 6088.717773
	Iteration 59Q: 3 clusters Score -2.606051e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 207261 members 
Entering Unmasked Estep 
Score: -26060694.000000 Penalty: 6088.717773
	Iteration 60F: 3 clusters Score -2.606069e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 207887 members 
Entering Unmasked Estep 
Score: -26060732.000000 Penalty: 6088.717773
	Iteration 61Q: 3 clusters Score -2.606073e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 208405 members 
Entering Unmasked Estep 
Score: -26060836.000000 Penalty: 6088.717773
	Iteration 62Q: 3 clusters Score -2.606084e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 208860 members 
Entering Unmasked Estep 
Score: -26060980.000000 Penalty: 6088.717773
	Iteration 63Q: 3 clusters Score -2.606098e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 209293 members 
Entering Unmasked Estep 
Score: -26061112.000000 Penalty: 6088.717773
	Iteration 64Q: 3 clusters Score -2.606111e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 209658 members 
Entering Unmasked Estep 
Score: -26061174.000000 Penalty: 6088.717773
	Iteration 65Q: 3 clusters Score -2.606117e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 209971 members 
Entering Unmasked Estep 
Score: -26061290.000000 Penalty: 6088.717773
	Iteration 66Q: 3 clusters Score -2.606129e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 210243 members 
Entering Unmasked Estep 
Score: -26061314.000000 Penalty: 6088.717773
	Iteration 67Q: 3 clusters Score -2.606131e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 210501 members 
Entering Unmasked Estep 
Score: -26061406.000000 Penalty: 6088.717773
	Iteration 68Q: 3 clusters Score -2.606141e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 210748 members 
Entering Unmasked Estep 
Score: -26061446.000000 Penalty: 6088.717773
	Iteration 69Q: 3 clusters Score -2.606145e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 210962 members 
Entering Unmasked Estep 
Score: -26061460.000000 Penalty: 6088.717773
	Iteration 70Q: 3 clusters Score -2.606146e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 211142 members 
Entering Unmasked Estep 
Score: -26061542.000000 Penalty: 6088.717773
	Iteration 71Q: 3 clusters Score -2.606154e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 211300 members 
Entering Unmasked Estep 
Score: -26061612.000000 Penalty: 6088.717773
	Iteration 72Q: 3 clusters Score -2.606161e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 211435 members 
Entering Unmasked Estep 
Score: -26061628.000000 Penalty: 6088.717773
	Iteration 73Q: 3 clusters Score -2.606163e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 211548 members 
Entering Unmasked Estep 
Score: -26061708.000000 Penalty: 6088.717773
	Iteration 74Q: 3 clusters Score -2.606171e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 211648 members 
Entering Unmasked Estep 
Score: -26061754.000000 Penalty: 6088.717773
	Iteration 75Q: 3 clusters Score -2.606175e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 211736 members 
Entering Unmasked Estep 
Score: -26061732.000000 Penalty: 6088.717773
	Iteration 76Q: 3 clusters Score -2.606173e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 211811 members 
Entering Unmasked Estep 
Score: -26061734.000000 Penalty: 6088.717773
	Iteration 77Q: 3 clusters Score -2.606173e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 211879 members 
Entering Unmasked Estep 
Score: -26061766.000000 Penalty: 6088.717773
	Iteration 78Q: 3 clusters Score -2.606177e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 211948 members 
Entering Unmasked Estep 
Score: -26061814.000000 Penalty: 6088.717773
	Iteration 79Q: 3 clusters Score -2.606181e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 212008 members 
Entering Unmasked Estep 
Score: -26061830.000000 Penalty: 6088.717773
	Iteration 80F: 3 clusters Score -2.606183e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 212056 members 
Entering Unmasked Estep 
Score: -26061840.000000 Penalty: 6088.717773
	Iteration 81Q: 3 clusters Score -2.606184e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 212096 members 
Entering Unmasked Estep 
Score: -26061820.000000 Penalty: 6088.717773
	Iteration 82Q: 3 clusters Score -2.606182e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 212122 members 
Entering Unmasked Estep 
Score: -26061854.000000 Penalty: 6088.717773
	Iteration 83Q: 3 clusters Score -2.606185e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 212155 members 
Entering Unmasked Estep 
Score: -26061876.000000 Penalty: 6088.717773
	Iteration 84Q: 3 clusters Score -2.606188e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 212182 members 
Entering Unmasked Estep 
Score: -26061866.000000 Penalty: 6088.717773
	Iteration 85Q: 3 clusters Score -2.606187e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 212209 members 
Entering Unmasked Estep 
Score: -26061882.000000 Penalty: 6088.717773
	Iteration 86Q: 3 clusters Score -2.606188e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 212224 members 
Entering Unmasked Estep 
Score: -26061890.000000 Penalty: 6088.717773
	Iteration 87Q: 3 clusters Score -2.606189e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 212242 members 
Entering Unmasked Estep 
Score: -26061886.000000 Penalty: 6088.717773
	Iteration 88Q: 3 clusters Score -2.606189e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 212263 members 
Entering Unmasked Estep 
Score: -26061884.000000 Penalty: 6088.717773
	Iteration 89Q: 3 clusters Score -2.606188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 212278 members 
Entering Unmasked Estep 
Score: -26061896.000000 Penalty: 6088.717773
	Iteration 90Q: 3 clusters Score -2.60619e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 212298 members 
Entering Unmasked Estep 
Score: -26061912.000000 Penalty: 6088.717773
	Iteration 91Q: 3 clusters Score -2.606191e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 212314 members 
Entering Unmasked Estep 
Score: -26061920.000000 Penalty: 6088.717773
	Iteration 92Q: 3 clusters Score -2.606192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 212330 members 
Entering Unmasked Estep 
Score: -26061928.000000 Penalty: 6088.717773
	Iteration 93Q: 3 clusters Score -2.606193e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 212344 members 
Entering Unmasked Estep 
Score: -26061932.000000 Penalty: 6088.717773
	Iteration 94Q: 3 clusters Score -2.606193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 212357 members 
Entering Unmasked Estep 
Score: -26061934.000000 Penalty: 6088.717773
	Iteration 95Q: 3 clusters Score -2.606193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 212365 members 
Entering Unmasked Estep 
Score: -26061928.000000 Penalty: 6088.717773
	Iteration 96Q: 3 clusters Score -2.606193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 212369 members 
Entering Unmasked Estep 
Score: -26061922.000000 Penalty: 6088.717773
	Iteration 97Q: 3 clusters Score -2.606192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 212373 members 
Entering Unmasked Estep 
Score: -26061906.000000 Penalty: 6088.717773
	Iteration 98Q: 3 clusters Score -2.606191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 212375 members 
Entering Unmasked Estep 
Score: -26061912.000000 Penalty: 6088.717773
	Iteration 99Q: 3 clusters Score -2.606191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 212384 members 
Entering Unmasked Estep 
Score: -26061924.000000 Penalty: 6088.717773
	Iteration 100F: 3 clusters Score -2.606192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 212390 members 
Entering Unmasked Estep 
Score: -26061916.000000 Penalty: 6088.717773
	Iteration 101Q: 3 clusters Score -2.606192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 212400 members 
Entering Unmasked Estep 
Score: -26061906.000000 Penalty: 6088.717773
	Iteration 102Q: 3 clusters Score -2.606191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 212404 members 
Entering Unmasked Estep 
Score: -26061912.000000 Penalty: 6088.717773
	Iteration 103Q: 3 clusters Score -2.606191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 212409 members 
Entering Unmasked Estep 
Score: -26061936.000000 Penalty: 6088.717773
	Iteration 104Q: 3 clusters Score -2.606194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 212415 members 
Entering Unmasked Estep 
Score: -26061950.000000 Penalty: 6088.717773
	Iteration 105Q: 3 clusters Score -2.606195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 212421 members 
Entering Unmasked Estep 
Score: -26061930.000000 Penalty: 6088.717773
	Iteration 106Q: 3 clusters Score -2.606193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 212430 members 
Entering Unmasked Estep 
Score: -26061940.000000 Penalty: 6088.717773
	Iteration 107Q: 3 clusters Score -2.606194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 212437 members 
Entering Unmasked Estep 
Score: -26061940.000000 Penalty: 6088.717773
	Iteration 108Q: 3 clusters Score -2.606194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 212444 members 
Entering Unmasked Estep 
Score: -26061942.000000 Penalty: 6088.717773
	Iteration 109Q: 3 clusters Score -2.606194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 212450 members 
Entering Unmasked Estep 
Score: -26061920.000000 Penalty: 6088.717773
	Iteration 110Q: 3 clusters Score -2.606192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 212453 members 
Entering Unmasked Estep 
Score: -26061936.000000 Penalty: 6088.717773
	Iteration 111Q: 3 clusters Score -2.606194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 212454 members 
Entering Unmasked Estep 
Score: -26061924.000000 Penalty: 6088.717773
	Iteration 112Q: 3 clusters Score -2.606192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 212457 members 
Entering Unmasked Estep 
Score: -26061928.000000 Penalty: 6088.717773
	Iteration 113Q: 3 clusters Score -2.606193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 212459 members 
Entering Unmasked Estep 
Score: -26061928.000000 Penalty: 6088.717773
	Iteration 114Q: 3 clusters Score -2.606193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 212463 members 
Entering Unmasked Estep 
Score: -26061914.000000 Penalty: 6088.717773
	Iteration 115Q: 3 clusters Score -2.606191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 212463 members 
Entering Unmasked Estep 
Score: -26061912.000000 Penalty: 6088.717773
	Iteration 116Q: 3 clusters Score -2.606191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 212463 members 
Entering Unmasked Estep 
Score: -26061910.000000 Penalty: 6088.717773
	Iteration 117Q: 3 clusters Score -2.606191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 212462 members 
Entering Unmasked Estep 
Score: -26061908.000000 Penalty: 6088.717773
	Iteration 118Q: 3 clusters Score -2.606191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 212463 members 
Entering Unmasked Estep 
Score: -26061918.000000 Penalty: 6088.717773
	Iteration 119Q: 3 clusters Score -2.606192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 212463 members 
Entering Unmasked Estep 
Score: -26061918.000000 Penalty: 6088.717773
	Iteration 120F: 3 clusters Score -2.606192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (65995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65995 members 
Entering Unmasked Estep 
Score: -7814835.000000 Penalty: 2752.138916
	Iteration 0F: 2 clusters Score -7814835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -7770719.500000 Penalty: 5504.277832
	Iteration 0F: 3 clusters Score -7770720 nChanged 30692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -7787834.500000 Penalty: 5504.277832
	Iteration 1F: 3 clusters Score -7787834 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -7788298.000000 Penalty: 5504.277832
	Iteration 2Q: 3 clusters Score -7788298 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -7788772.000000 Penalty: 5504.277832
	Iteration 3Q: 3 clusters Score -7788772 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -7789378.000000 Penalty: 5504.277832
	Iteration 4Q: 3 clusters Score -7789378 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -7790155.000000 Penalty: 5504.277832
	Iteration 5Q: 3 clusters Score -7790155 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -7791462.000000 Penalty: 5504.277832
	Iteration 6Q: 3 clusters Score -7791462 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -7793617.000000 Penalty: 5504.277832
	Iteration 7F: 3 clusters Score -7793617 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -7797284.500000 Penalty: 5504.277832
	Iteration 8F: 3 clusters Score -7797284 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -7802212.500000 Penalty: 5504.277832
	Iteration 9F: 3 clusters Score -7802212 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -7807098.000000 Penalty: 5504.277832
	Iteration 10F: 3 clusters Score -7807098 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 63718 members 
Entering Unmasked Estep 
Score: -7810309.500000 Penalty: 5504.277832
	Iteration 11Q: 3 clusters Score -7810310 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 65096 members 
Entering Unmasked Estep 
Score: -7811624.000000 Penalty: 5504.277832
	Iteration 12Q: 3 clusters Score -7811624 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -7812087.500000 Penalty: 5504.277832
	Iteration 13Q: 3 clusters Score -7812088 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -7812262.500000 Penalty: 5504.277832
	Iteration 14Q: 3 clusters Score -7812262 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -7812326.500000 Penalty: 5504.277832
	Iteration 15Q: 3 clusters Score -7812326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 65706 members 
Entering Unmasked Estep 
Score: -7812346.000000 Penalty: 5504.277832
	Iteration 16Q: 3 clusters Score -7812346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 65721 members 
Entering Unmasked Estep 
Score: -7812371.000000 Penalty: 5504.277832
	Iteration 17Q: 3 clusters Score -7812371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -7812384.500000 Penalty: 5504.277832
	Iteration 18Q: 3 clusters Score -7812384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 65732 members 
Entering Unmasked Estep 
Score: -7812391.500000 Penalty: 5504.277832
	Iteration 19Q: 3 clusters Score -7812392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 65732 members 
Entering Unmasked Estep 
Score: -7812397.000000 Penalty: 5504.277832
	Iteration 20F: 3 clusters Score -7812397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -7812404.000000 Penalty: 5504.277832
	Iteration 21Q: 3 clusters Score -7812404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -7812408.500000 Penalty: 5504.277832
	Iteration 22Q: 3 clusters Score -7812408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -7812404.000000 Penalty: 5504.277832
	Iteration 23Q: 3 clusters Score -7812404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -7812402.500000 Penalty: 5504.277832
	Iteration 24Q: 3 clusters Score -7812402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -7812402.500000 Penalty: 5504.277832
	Iteration 25F: 3 clusters Score -7812402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 90492 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5928 members 
Mstep: Class 6 contains 62536 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 132549 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 23684 members 
Mstep: Class 17 contains 225770 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 4393 members 
Mstep: Class 22 contains 36268 members 
Mstep: Class 23 contains 214409 members 
Mstep: Class 24 contains 65995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303768.000000 Penalty: 57676.941406
Iteration 119Q: 18 clusters Score -1.043038e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 90579 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5928 members 
Mstep: Class 6 contains 62551 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 132348 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 23727 members 
Mstep: Class 17 contains 225710 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 4394 members 
Mstep: Class 22 contains 36257 members 
Mstep: Class 23 contains 214524 members 
Mstep: Class 24 contains 66005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303808.000000 Penalty: 57676.941406
Iteration 120F: 18 clusters Score -1.043038e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 90635 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5932 members 
Mstep: Class 6 contains 62557 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 132183 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 23781 members 
Mstep: Class 17 contains 225669 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 36247 members 
Mstep: Class 23 contains 214619 members 
Mstep: Class 24 contains 66004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303912.000000 Penalty: 57676.941406
Iteration 121Q: 18 clusters Score -1.043039e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 90687 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5933 members 
Mstep: Class 6 contains 62558 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 132024 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 23837 members 
Mstep: Class 17 contains 225626 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 36240 members 
Mstep: Class 23 contains 214711 members 
Mstep: Class 24 contains 66010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303896.000000 Penalty: 57676.941406
Iteration 122Q: 18 clusters Score -1.043039e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 90731 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5935 members 
Mstep: Class 6 contains 62564 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 131869 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 23904 members 
Mstep: Class 17 contains 225594 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 36228 members 
Mstep: Class 23 contains 214787 members 
Mstep: Class 24 contains 66014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303808.000000 Penalty: 57676.941406
Iteration 123Q: 18 clusters Score -1.043038e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 90790 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5939 members 
Mstep: Class 6 contains 62574 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 131721 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 23958 members 
Mstep: Class 17 contains 225561 members 
Mstep: Class 19 contains 3855 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 36217 members 
Mstep: Class 23 contains 214852 members 
Mstep: Class 24 contains 66013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303816.000000 Penalty: 57676.941406
Iteration 124Q: 18 clusters Score -1.043038e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 90842 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5940 members 
Mstep: Class 6 contains 62590 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 131575 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24026 members 
Mstep: Class 17 contains 225519 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 36205 members 
Mstep: Class 23 contains 214908 members 
Mstep: Class 24 contains 66020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303760.000000 Penalty: 57676.941406
Iteration 125Q: 18 clusters Score -1.043038e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 90885 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5941 members 
Mstep: Class 6 contains 62595 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 131403 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24093 members 
Mstep: Class 17 contains 225468 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 36199 members 
Mstep: Class 23 contains 215006 members 
Mstep: Class 24 contains 66033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303688.000000 Penalty: 57676.941406
Iteration 126Q: 18 clusters Score -1.043037e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 90933 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5941 members 
Mstep: Class 6 contains 62600 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 131242 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24165 members 
Mstep: Class 17 contains 225453 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 36198 members 
Mstep: Class 23 contains 215044 members 
Mstep: Class 24 contains 66047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303680.000000 Penalty: 57676.941406
Iteration 127Q: 18 clusters Score -1.043037e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 90983 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5943 members 
Mstep: Class 6 contains 62598 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 131083 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24223 members 
Mstep: Class 17 contains 225441 members 
Mstep: Class 19 contains 3857 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 36194 members 
Mstep: Class 23 contains 215109 members 
Mstep: Class 24 contains 66048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303688.000000 Penalty: 57676.941406
Iteration 128Q: 18 clusters Score -1.043037e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91027 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5946 members 
Mstep: Class 6 contains 62602 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 130936 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24273 members 
Mstep: Class 17 contains 225414 members 
Mstep: Class 19 contains 3857 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 36195 members 
Mstep: Class 23 contains 215181 members 
Mstep: Class 24 contains 66047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303744.000000 Penalty: 57676.941406
Iteration 129Q: 18 clusters Score -1.043037e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91070 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5947 members 
Mstep: Class 6 contains 62620 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 130797 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24330 members 
Mstep: Class 17 contains 225382 members 
Mstep: Class 19 contains 3857 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 36197 members 
Mstep: Class 23 contains 215229 members 
Mstep: Class 24 contains 66049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303640.000000 Penalty: 57676.941406
Iteration 130Q: 18 clusters Score -1.043036e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91100 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5950 members 
Mstep: Class 6 contains 62632 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 130648 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24397 members 
Mstep: Class 17 contains 225353 members 
Mstep: Class 19 contains 3857 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 36202 members 
Mstep: Class 23 contains 215281 members 
Mstep: Class 24 contains 66059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303624.000000 Penalty: 57676.941406
Iteration 131Q: 18 clusters Score -1.043036e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91131 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5951 members 
Mstep: Class 6 contains 62647 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 130519 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24461 members 
Mstep: Class 17 contains 225307 members 
Mstep: Class 19 contains 3858 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 36200 members 
Mstep: Class 23 contains 215333 members 
Mstep: Class 24 contains 66071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303488.000000 Penalty: 57676.941406
Iteration 132Q: 18 clusters Score -1.043035e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91172 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5952 members 
Mstep: Class 6 contains 62664 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 130396 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24519 members 
Mstep: Class 17 contains 225275 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 22 contains 36201 members 
Mstep: Class 23 contains 215354 members 
Mstep: Class 24 contains 66082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303560.000000 Penalty: 57676.941406
Iteration 133Q: 18 clusters Score -1.043036e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91204 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5953 members 
Mstep: Class 6 contains 62675 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 130275 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24558 members 
Mstep: Class 17 contains 225264 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4403 members 
Mstep: Class 22 contains 36204 members 
Mstep: Class 23 contains 215390 members 
Mstep: Class 24 contains 66092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303672.000000 Penalty: 57676.941406
Iteration 134Q: 18 clusters Score -1.043037e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91239 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5953 members 
Mstep: Class 6 contains 62683 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 130142 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24599 members 
Mstep: Class 17 contains 225244 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 22 contains 36211 members 
Mstep: Class 23 contains 215433 members 
Mstep: Class 24 contains 66110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303648.000000 Penalty: 57676.941406
Iteration 135Q: 18 clusters Score -1.043036e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91260 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5954 members 
Mstep: Class 6 contains 62690 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 130015 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24642 members 
Mstep: Class 17 contains 225252 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 22 contains 36207 members 
Mstep: Class 23 contains 215483 members 
Mstep: Class 24 contains 66111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303536.000000 Penalty: 57676.941406
Iteration 136Q: 18 clusters Score -1.043035e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91279 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5954 members 
Mstep: Class 6 contains 62698 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 129884 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24687 members 
Mstep: Class 17 contains 225306 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 22 contains 36206 members 
Mstep: Class 23 contains 215487 members 
Mstep: Class 24 contains 66113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303416.000000 Penalty: 57676.941406
Iteration 137Q: 18 clusters Score -1.043034e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91300 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5954 members 
Mstep: Class 6 contains 62699 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 129740 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24737 members 
Mstep: Class 17 contains 225365 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 22 contains 36203 members 
Mstep: Class 23 contains 215489 members 
Mstep: Class 24 contains 66127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303424.000000 Penalty: 57676.941406
Iteration 138Q: 18 clusters Score -1.043034e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91321 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5954 members 
Mstep: Class 6 contains 62703 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 129610 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 225409 members 
Mstep: Class 19 contains 3859 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 22 contains 36202 members 
Mstep: Class 23 contains 215491 members 
Mstep: Class 24 contains 66133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303544.000000 Penalty: 57676.941406
Iteration 139Q: 18 clusters Score -1.043035e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91345 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5955 members 
Mstep: Class 6 contains 62711 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 129466 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24843 members 
Mstep: Class 17 contains 225450 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 22 contains 36208 members 
Mstep: Class 23 contains 215498 members 
Mstep: Class 24 contains 66138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303600.000000 Penalty: 57676.941406
Iteration 140F: 18 clusters Score -1.043036e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91359 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5957 members 
Mstep: Class 6 contains 62713 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 129326 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24884 members 
Mstep: Class 17 contains 225521 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 22 contains 36207 members 
Mstep: Class 23 contains 215506 members 
Mstep: Class 24 contains 66140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303656.000000 Penalty: 57676.941406
Iteration 141Q: 18 clusters Score -1.043037e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91383 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 62718 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 129194 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24915 members 
Mstep: Class 17 contains 225581 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4403 members 
Mstep: Class 22 contains 36205 members 
Mstep: Class 23 contains 215521 members 
Mstep: Class 24 contains 66138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303712.000000 Penalty: 57676.941406
Iteration 142Q: 18 clusters Score -1.043037e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91410 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5960 members 
Mstep: Class 6 contains 62721 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 129077 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24947 members 
Mstep: Class 17 contains 225629 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4403 members 
Mstep: Class 22 contains 36211 members 
Mstep: Class 23 contains 215525 members 
Mstep: Class 24 contains 66134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303720.000000 Penalty: 57676.941406
Iteration 143Q: 18 clusters Score -1.043037e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91442 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 62728 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 128953 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 24982 members 
Mstep: Class 17 contains 225676 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4405 members 
Mstep: Class 22 contains 36216 members 
Mstep: Class 23 contains 215518 members 
Mstep: Class 24 contains 66138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303712.000000 Penalty: 57676.941406
Iteration 144Q: 18 clusters Score -1.043037e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91479 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 62728 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 128855 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25009 members 
Mstep: Class 17 contains 225726 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 22 contains 36214 members 
Mstep: Class 23 contains 215515 members 
Mstep: Class 24 contains 66128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303640.000000 Penalty: 57676.941406
Iteration 145Q: 18 clusters Score -1.043036e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91507 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 62730 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 128748 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25035 members 
Mstep: Class 17 contains 225784 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 22 contains 36212 members 
Mstep: Class 23 contains 215520 members 
Mstep: Class 24 contains 66119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303688.000000 Penalty: 57676.941406
Iteration 146Q: 18 clusters Score -1.043037e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91529 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 62729 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 128623 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25062 members 
Mstep: Class 17 contains 225841 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 22 contains 36212 members 
Mstep: Class 23 contains 215547 members 
Mstep: Class 24 contains 66112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303592.000000 Penalty: 57676.941406
Iteration 147Q: 18 clusters Score -1.043036e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91559 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 62726 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 128479 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25083 members 
Mstep: Class 17 contains 225903 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 22 contains 36209 members 
Mstep: Class 23 contains 215591 members 
Mstep: Class 24 contains 66105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303680.000000 Penalty: 57676.941406
Iteration 148Q: 18 clusters Score -1.043037e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91585 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 62727 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 128340 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25101 members 
Mstep: Class 17 contains 225942 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 22 contains 36209 members 
Mstep: Class 23 contains 215638 members 
Mstep: Class 24 contains 66115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303736.000000 Penalty: 57676.941406
Iteration 149Q: 18 clusters Score -1.043037e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91608 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 62731 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 128186 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25124 members 
Mstep: Class 17 contains 225992 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 22 contains 36213 members 
Mstep: Class 23 contains 215688 members 
Mstep: Class 24 contains 66115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303696.000000 Penalty: 57676.941406
Iteration 150Q: 18 clusters Score -1.043037e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91626 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 62736 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 128049 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25150 members 
Mstep: Class 17 contains 226030 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36213 members 
Mstep: Class 23 contains 215739 members 
Mstep: Class 24 contains 66116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303576.000000 Penalty: 57676.941406
Iteration 151Q: 18 clusters Score -1.043036e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91648 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 62737 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 127910 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25174 members 
Mstep: Class 17 contains 226068 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36213 members 
Mstep: Class 23 contains 215789 members 
Mstep: Class 24 contains 66120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303384.000000 Penalty: 57676.941406
Iteration 152Q: 18 clusters Score -1.043034e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91673 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 62743 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 127772 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25189 members 
Mstep: Class 17 contains 226104 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36215 members 
Mstep: Class 23 contains 215838 members 
Mstep: Class 24 contains 66125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303512.000000 Penalty: 57676.941406
Iteration 153Q: 18 clusters Score -1.043035e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91700 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 62748 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 127619 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25201 members 
Mstep: Class 17 contains 226152 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36216 members 
Mstep: Class 23 contains 215893 members 
Mstep: Class 24 contains 66130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303456.000000 Penalty: 57676.941406
Iteration 154Q: 18 clusters Score -1.043035e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91713 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 62754 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 127477 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25218 members 
Mstep: Class 17 contains 226199 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36227 members 
Mstep: Class 23 contains 215943 members 
Mstep: Class 24 contains 66128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303536.000000 Penalty: 57676.941406
Iteration 155Q: 18 clusters Score -1.043035e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91739 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 62756 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 127310 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25236 members 
Mstep: Class 17 contains 226253 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36236 members 
Mstep: Class 23 contains 216005 members 
Mstep: Class 24 contains 66124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303416.000000 Penalty: 57676.941406
Iteration 156Q: 18 clusters Score -1.043034e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91763 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 62757 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 127142 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25256 members 
Mstep: Class 17 contains 226301 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36242 members 
Mstep: Class 23 contains 216079 members 
Mstep: Class 24 contains 66119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303464.000000 Penalty: 57676.941406
Iteration 157Q: 18 clusters Score -1.043035e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91801 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5960 members 
Mstep: Class 6 contains 62755 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 126972 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25273 members 
Mstep: Class 17 contains 226362 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36246 members 
Mstep: Class 23 contains 216137 members 
Mstep: Class 24 contains 66112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303464.000000 Penalty: 57676.941406
Iteration 158Q: 18 clusters Score -1.043035e+08 nChanged 288
Entering ConstructFrom: 
Score: -104303464.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (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: -50463.902344 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -50463.9 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 299 members 
Entering Unmasked Estep 
Score: -49007.726562 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -49007.73 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -49248.511719 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -49248.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49325.687500 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -49325.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -49345.828125 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -49345.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -49356.265625 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -49356.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -49375.644531 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -49375.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -49379.773438 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -49379.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -49396.355469 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -49396.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -49411.492188 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -49411.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -49431.730469 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -49431.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49443.855469 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -49443.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -49455.289062 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -49455.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -49465.332031 Penalty: 3144.818115
	Iteration 12Q: 3 clusters Score -49465.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49484.574219 Penalty: 3144.818115
	Iteration 13Q: 3 clusters Score -49484.57 nChanged 14
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: -49513.359375 Penalty: 3144.818115
	Iteration 14Q: 3 clusters Score -49513.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -49540.367188 Penalty: 3144.818115
	Iteration 15Q: 3 clusters Score -49540.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -49598.066406 Penalty: 3144.818115
	Iteration 16Q: 3 clusters Score -49598.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -49636.046875 Penalty: 3144.818115
	Iteration 17Q: 3 clusters Score -49636.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -49713.429688 Penalty: 3144.818115
	Iteration 18Q: 3 clusters Score -49713.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -49792.308594 Penalty: 3144.818115
	Iteration 19Q: 3 clusters Score -49792.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -49861.417969 Penalty: 3144.818115
	Iteration 20F: 3 clusters Score -49861.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -49921.550781 Penalty: 3144.818115
	Iteration 21Q: 3 clusters Score -49921.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -50038.046875 Penalty: 3144.818115
	Iteration 22Q: 3 clusters Score -50038.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -50099.949219 Penalty: 3144.818115
	Iteration 23Q: 3 clusters Score -50099.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -50157.492188 Penalty: 3144.818115
	Iteration 24Q: 3 clusters Score -50157.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -50190.722656 Penalty: 3144.818115
	Iteration 25Q: 3 clusters Score -50190.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -50198.453125 Penalty: 3144.818115
	Iteration 26Q: 3 clusters Score -50198.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -50202.937500 Penalty: 3144.818115
	Iteration 27F: 3 clusters Score -50202.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -50218.425781 Penalty: 3144.818115
	Iteration 28Q: 3 clusters Score -50218.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -50220.683594 Penalty: 3144.818115
	Iteration 29Q: 3 clusters Score -50220.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -50223.171875 Penalty: 3144.818115
	Iteration 30Q: 3 clusters Score -50223.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -50226.652344 Penalty: 3144.818115
	Iteration 31Q: 3 clusters Score -50226.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -50226.652344 Penalty: 3144.818115
	Iteration 32F: 3 clusters Score -50226.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -219069.796875 Penalty: 1886.999878
	Iteration 0F: 2 clusters Score -219069.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -216460.593750 Penalty: 3773.999756
	Iteration 0F: 3 clusters Score -216460.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -216933.421875 Penalty: 3773.999756
	Iteration 1F: 3 clusters Score -216933.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -217096.281250 Penalty: 3773.999756
	Iteration 2F: 3 clusters Score -217096.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -217193.796875 Penalty: 3773.999756
	Iteration 3Q: 3 clusters Score -217193.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -217286.890625 Penalty: 3773.999756
	Iteration 4Q: 3 clusters Score -217286.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -217348.546875 Penalty: 3773.999756
	Iteration 5Q: 3 clusters Score -217348.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -217403.765625 Penalty: 3773.999756
	Iteration 6Q: 3 clusters Score -217403.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -217466.546875 Penalty: 3773.999756
	Iteration 7Q: 3 clusters Score -217466.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -217512.578125 Penalty: 3773.999756
	Iteration 8Q: 3 clusters Score -217512.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -217539.578125 Penalty: 3773.999756
	Iteration 9Q: 3 clusters Score -217539.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -217556.828125 Penalty: 3773.999756
	Iteration 10Q: 3 clusters Score -217556.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -217573.750000 Penalty: 3773.999756
	Iteration 11Q: 3 clusters Score -217573.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -217584.718750 Penalty: 3773.999756
	Iteration 12Q: 3 clusters Score -217584.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -217593.171875 Penalty: 3773.999756
	Iteration 13Q: 3 clusters Score -217593.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -217599.328125 Penalty: 3773.999756
	Iteration 14Q: 3 clusters Score -217599.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -217602.046875 Penalty: 3773.999756
	Iteration 15Q: 3 clusters Score -217602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -217602.781250 Penalty: 3773.999756
	Iteration 16Q: 3 clusters Score -217602.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -217603.828125 Penalty: 3773.999756
	Iteration 17Q: 3 clusters Score -217603.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -217606.328125 Penalty: 3773.999756
	Iteration 18Q: 3 clusters Score -217606.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -217607.750000 Penalty: 3773.999756
	Iteration 19Q: 3 clusters Score -217607.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -217609.203125 Penalty: 3773.999756
	Iteration 20F: 3 clusters Score -217609.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -217609.796875 Penalty: 3773.999756
	Iteration 21Q: 3 clusters Score -217609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -217611.234375 Penalty: 3773.999756
	Iteration 22Q: 3 clusters Score -217611.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -217612.921875 Penalty: 3773.999756
	Iteration 23Q: 3 clusters Score -217612.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -217615.171875 Penalty: 3773.999756
	Iteration 24Q: 3 clusters Score -217615.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -217615.531250 Penalty: 3773.999756
	Iteration 25Q: 3 clusters Score -217615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -217615.531250 Penalty: 3773.999756
	Iteration 26F: 3 clusters Score -217615.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (91829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Entering Unmasked Estep 
Score: -11247427.000000 Penalty: 2834.065674
	Iteration 0F: 2 clusters Score -1.124743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -11185932.000000 Penalty: 5668.131348
	Iteration 0F: 3 clusters Score -1.118593e+07 nChanged 43189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -11210356.000000 Penalty: 5668.131348
	Iteration 1F: 3 clusters Score -1.121036e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -11210903.000000 Penalty: 5668.131348
	Iteration 2Q: 3 clusters Score -1.12109e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -11211327.000000 Penalty: 5668.131348
	Iteration 3Q: 3 clusters Score -1.121133e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -11211764.000000 Penalty: 5668.131348
	Iteration 4Q: 3 clusters Score -1.121176e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -11212299.000000 Penalty: 5668.131348
	Iteration 5Q: 3 clusters Score -1.12123e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -11213027.000000 Penalty: 5668.131348
	Iteration 6Q: 3 clusters Score -1.121303e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50620 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -11214010.000000 Penalty: 5668.131348
	Iteration 7Q: 3 clusters Score -1.121401e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -11215701.000000 Penalty: 5668.131348
	Iteration 8Q: 3 clusters Score -1.12157e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -11218358.000000 Penalty: 5668.131348
	Iteration 9F: 3 clusters Score -1.121836e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -11222707.000000 Penalty: 5668.131348
	Iteration 10F: 3 clusters Score -1.122271e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66822 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -11228595.000000 Penalty: 5668.131348
	Iteration 11F: 3 clusters Score -1.12286e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71550 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -11234074.000000 Penalty: 5668.131348
	Iteration 12F: 3 clusters Score -1.123407e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -11237828.000000 Penalty: 5668.131348
	Iteration 13Q: 3 clusters Score -1.123783e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -11239932.000000 Penalty: 5668.131348
	Iteration 14Q: 3 clusters Score -1.123993e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78884 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -11241314.000000 Penalty: 5668.131348
	Iteration 15Q: 3 clusters Score -1.124131e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80267 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -11242262.000000 Penalty: 5668.131348
	Iteration 16Q: 3 clusters Score -1.124226e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81423 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -11242936.000000 Penalty: 5668.131348
	Iteration 17Q: 3 clusters Score -1.124294e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -11243432.000000 Penalty: 5668.131348
	Iteration 18Q: 3 clusters Score -1.124343e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83193 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -11243826.000000 Penalty: 5668.131348
	Iteration 19Q: 3 clusters Score -1.124383e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83880 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -11244128.000000 Penalty: 5668.131348
	Iteration 20F: 3 clusters Score -1.124413e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84491 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -11244354.000000 Penalty: 5668.131348
	Iteration 21Q: 3 clusters Score -1.124435e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84991 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -11244529.000000 Penalty: 5668.131348
	Iteration 22Q: 3 clusters Score -1.124453e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85424 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -11244638.000000 Penalty: 5668.131348
	Iteration 23Q: 3 clusters Score -1.124464e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85791 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -11244760.000000 Penalty: 5668.131348
	Iteration 24Q: 3 clusters Score -1.124476e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86116 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -11244852.000000 Penalty: 5668.131348
	Iteration 25Q: 3 clusters Score -1.124485e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -11244933.000000 Penalty: 5668.131348
	Iteration 26Q: 3 clusters Score -1.124493e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -11244971.000000 Penalty: 5668.131348
	Iteration 27Q: 3 clusters Score -1.124497e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86870 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -11245019.000000 Penalty: 5668.131348
	Iteration 28Q: 3 clusters Score -1.124502e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87076 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -11245054.000000 Penalty: 5668.131348
	Iteration 29Q: 3 clusters Score -1.124505e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87274 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -11245097.000000 Penalty: 5668.131348
	Iteration 30Q: 3 clusters Score -1.12451e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87466 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -11245166.000000 Penalty: 5668.131348
	Iteration 31Q: 3 clusters Score -1.124517e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87628 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -11245208.000000 Penalty: 5668.131348
	Iteration 32Q: 3 clusters Score -1.124521e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87774 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -11245231.000000 Penalty: 5668.131348
	Iteration 33Q: 3 clusters Score -1.124523e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -11245283.000000 Penalty: 5668.131348
	Iteration 34Q: 3 clusters Score -1.124528e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88020 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -11245281.000000 Penalty: 5668.131348
	Iteration 35Q: 3 clusters Score -1.124528e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88120 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -11245291.000000 Penalty: 5668.131348
	Iteration 36Q: 3 clusters Score -1.124529e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88206 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -11245290.000000 Penalty: 5668.131348
	Iteration 37Q: 3 clusters Score -1.124529e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88291 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -11245318.000000 Penalty: 5668.131348
	Iteration 38Q: 3 clusters Score -1.124532e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88372 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -11245356.000000 Penalty: 5668.131348
	Iteration 39Q: 3 clusters Score -1.124536e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88446 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -11245363.000000 Penalty: 5668.131348
	Iteration 40F: 3 clusters Score -1.124536e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88523 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -11245384.000000 Penalty: 5668.131348
	Iteration 41Q: 3 clusters Score -1.124538e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88588 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -11245391.000000 Penalty: 5668.131348
	Iteration 42Q: 3 clusters Score -1.124539e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88648 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -11245398.000000 Penalty: 5668.131348
	Iteration 43Q: 3 clusters Score -1.12454e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88698 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -11245403.000000 Penalty: 5668.131348
	Iteration 44Q: 3 clusters Score -1.12454e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88737 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -11245404.000000 Penalty: 5668.131348
	Iteration 45Q: 3 clusters Score -1.12454e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88775 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -11245433.000000 Penalty: 5668.131348
	Iteration 46Q: 3 clusters Score -1.124543e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88805 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -11245425.000000 Penalty: 5668.131348
	Iteration 47Q: 3 clusters Score -1.124542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88830 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -11245422.000000 Penalty: 5668.131348
	Iteration 48Q: 3 clusters Score -1.124542e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88853 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -11245429.000000 Penalty: 5668.131348
	Iteration 49Q: 3 clusters Score -1.124543e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88867 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -11245437.000000 Penalty: 5668.131348
	Iteration 50Q: 3 clusters Score -1.124544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88880 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -11245438.000000 Penalty: 5668.131348
	Iteration 51Q: 3 clusters Score -1.124544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88897 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -11245425.000000 Penalty: 5668.131348
	Iteration 52Q: 3 clusters Score -1.124542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88908 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -11245432.000000 Penalty: 5668.131348
	Iteration 53Q: 3 clusters Score -1.124543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88912 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -11245427.000000 Penalty: 5668.131348
	Iteration 54Q: 3 clusters Score -1.124543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88919 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -11245435.000000 Penalty: 5668.131348
	Iteration 55Q: 3 clusters Score -1.124544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88929 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -11245423.000000 Penalty: 5668.131348
	Iteration 56Q: 3 clusters Score -1.124542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88941 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -11245429.000000 Penalty: 5668.131348
	Iteration 57Q: 3 clusters Score -1.124543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88952 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -11245427.000000 Penalty: 5668.131348
	Iteration 58Q: 3 clusters Score -1.124543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88956 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -11245424.000000 Penalty: 5668.131348
	Iteration 59Q: 3 clusters Score -1.124542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88961 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -11245437.000000 Penalty: 5668.131348
	Iteration 60F: 3 clusters Score -1.124544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -11245440.000000 Penalty: 5668.131348
	Iteration 61Q: 3 clusters Score -1.124544e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -11245437.000000 Penalty: 5668.131348
	Iteration 62Q: 3 clusters Score -1.124544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -11245441.000000 Penalty: 5668.131348
	Iteration 63Q: 3 clusters Score -1.124544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89015 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -11245443.000000 Penalty: 5668.131348
	Iteration 64Q: 3 clusters Score -1.124544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89025 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -11245434.000000 Penalty: 5668.131348
	Iteration 65Q: 3 clusters Score -1.124543e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -11245425.000000 Penalty: 5668.131348
	Iteration 66Q: 3 clusters Score -1.124542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -11245442.000000 Penalty: 5668.131348
	Iteration 67Q: 3 clusters Score -1.124544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89058 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -11245448.000000 Penalty: 5668.131348
	Iteration 68Q: 3 clusters Score -1.124545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89066 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -11245440.000000 Penalty: 5668.131348
	Iteration 69Q: 3 clusters Score -1.124544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89072 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -11245448.000000 Penalty: 5668.131348
	Iteration 70Q: 3 clusters Score -1.124545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89082 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -11245444.000000 Penalty: 5668.131348
	Iteration 71Q: 3 clusters Score -1.124544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89089 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -11245450.000000 Penalty: 5668.131348
	Iteration 72Q: 3 clusters Score -1.124545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89093 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -11245444.000000 Penalty: 5668.131348
	Iteration 73Q: 3 clusters Score -1.124544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89096 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -11245442.000000 Penalty: 5668.131348
	Iteration 74Q: 3 clusters Score -1.124544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89097 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -11245436.000000 Penalty: 5668.131348
	Iteration 75Q: 3 clusters Score -1.124544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89098 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -11245437.000000 Penalty: 5668.131348
	Iteration 76Q: 3 clusters Score -1.124544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -11245443.000000 Penalty: 5668.131348
	Iteration 77Q: 3 clusters Score -1.124544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89103 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -11245441.000000 Penalty: 5668.131348
	Iteration 78Q: 3 clusters Score -1.124544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89106 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -11245446.000000 Penalty: 5668.131348
	Iteration 79Q: 3 clusters Score -1.124545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89109 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -11245442.000000 Penalty: 5668.131348
	Iteration 80F: 3 clusters Score -1.124544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -11245446.000000 Penalty: 5668.131348
	Iteration 81Q: 3 clusters Score -1.124545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89114 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -11245442.000000 Penalty: 5668.131348
	Iteration 82Q: 3 clusters Score -1.124544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89115 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -11245444.000000 Penalty: 5668.131348
	Iteration 83Q: 3 clusters Score -1.124544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89117 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -11245439.000000 Penalty: 5668.131348
	Iteration 84Q: 3 clusters Score -1.124544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89118 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -11245441.000000 Penalty: 5668.131348
	Iteration 85Q: 3 clusters Score -1.124544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89118 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -11245441.000000 Penalty: 5668.131348
	Iteration 86F: 3 clusters Score -1.124544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -63200.835938 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -63200.84 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 321 members 
Entering Unmasked Estep 
Score: -61654.222656 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -61654.22 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61976.667969 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -61976.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62167.121094 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -62167.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62265.226562 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -62265.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -62316.406250 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -62316.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -62350.230469 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -62350.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -62384.519531 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -62384.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -62407.707031 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -62407.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -62419.066406 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -62419.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -62424.738281 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -62424.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -62424.738281 Penalty: 3199.433350
	Iteration 10F: 3 clusters Score -62424.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Entering Unmasked Estep 
Score: -692493.375000 Penalty: 2155.903809
	Iteration 0F: 2 clusters Score -692493.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -687313.437500 Penalty: 4311.807617
	Iteration 0F: 3 clusters Score -687313.4 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -688588.125000 Penalty: 4311.807617
	Iteration 1F: 3 clusters Score -688588.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -688921.187500 Penalty: 4311.807617
	Iteration 2F: 3 clusters Score -688921.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -689252.125000 Penalty: 4311.807617
	Iteration 3F: 3 clusters Score -689252.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -689559.812500 Penalty: 4311.807617
	Iteration 4F: 3 clusters Score -689559.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -689841.250000 Penalty: 4311.807617
	Iteration 5F: 3 clusters Score -689841.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -690105.812500 Penalty: 4311.807617
	Iteration 6F: 3 clusters Score -690105.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -690367.000000 Penalty: 4311.807617
	Iteration 7F: 3 clusters Score -690367 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -690565.312500 Penalty: 4311.807617
	Iteration 8Q: 3 clusters Score -690565.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -690706.187500 Penalty: 4311.807617
	Iteration 9Q: 3 clusters Score -690706.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -690801.937500 Penalty: 4311.807617
	Iteration 10Q: 3 clusters Score -690801.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -690864.375000 Penalty: 4311.807617
	Iteration 11Q: 3 clusters Score -690864.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -690903.187500 Penalty: 4311.807617
	Iteration 12Q: 3 clusters Score -690903.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -690938.625000 Penalty: 4311.807617
	Iteration 13Q: 3 clusters Score -690938.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -690977.187500 Penalty: 4311.807617
	Iteration 14Q: 3 clusters Score -690977.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -691014.250000 Penalty: 4311.807617
	Iteration 15Q: 3 clusters Score -691014.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -691045.500000 Penalty: 4311.807617
	Iteration 16Q: 3 clusters Score -691045.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -691071.687500 Penalty: 4311.807617
	Iteration 17Q: 3 clusters Score -691071.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -691094.937500 Penalty: 4311.807617
	Iteration 18Q: 3 clusters Score -691094.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -691106.812500 Penalty: 4311.807617
	Iteration 19Q: 3 clusters Score -691106.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -691116.125000 Penalty: 4311.807617
	Iteration 20F: 3 clusters Score -691116.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -691124.000000 Penalty: 4311.807617
	Iteration 21Q: 3 clusters Score -691124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -691132.250000 Penalty: 4311.807617
	Iteration 22Q: 3 clusters Score -691132.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -691135.125000 Penalty: 4311.807617
	Iteration 23Q: 3 clusters Score -691135.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -691135.375000 Penalty: 4311.807617
	Iteration 24Q: 3 clusters Score -691135.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -691135.375000 Penalty: 4311.807617
	Iteration 25F: 3 clusters Score -691135.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62756 members 
Entering Unmasked Estep 
Score: -7701443.000000 Penalty: 2739.658447
	Iteration 0F: 2 clusters Score -7701443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -7659286.500000 Penalty: 5479.316895
	Iteration 0F: 3 clusters Score -7659286 nChanged 29234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -7675302.500000 Penalty: 5479.316895
	Iteration 1F: 3 clusters Score -7675302 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -7675829.500000 Penalty: 5479.316895
	Iteration 2Q: 3 clusters Score -7675830 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -7676302.000000 Penalty: 5479.316895
	Iteration 3Q: 3 clusters Score -7676302 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -7676814.000000 Penalty: 5479.316895
	Iteration 4Q: 3 clusters Score -7676814 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -7677498.000000 Penalty: 5479.316895
	Iteration 5Q: 3 clusters Score -7677498 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -7678460.000000 Penalty: 5479.316895
	Iteration 6Q: 3 clusters Score -7678460 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -7680207.000000 Penalty: 5479.316895
	Iteration 7F: 3 clusters Score -7680207 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -7683087.000000 Penalty: 5479.316895
	Iteration 8F: 3 clusters Score -7683087 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -7687312.000000 Penalty: 5479.316895
	Iteration 9F: 3 clusters Score -7687312 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -7691622.500000 Penalty: 5479.316895
	Iteration 10F: 3 clusters Score -7691622 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -7695030.000000 Penalty: 5479.316895
	Iteration 11F: 3 clusters Score -7695030 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 57698 members 
Entering Unmasked Estep 
Score: -7697085.000000 Penalty: 5479.316895
	Iteration 12Q: 3 clusters Score -7697085 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 58447 members 
Entering Unmasked Estep 
Score: -7698024.000000 Penalty: 5479.316895
	Iteration 13Q: 3 clusters Score -7698024 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 58863 members 
Entering Unmasked Estep 
Score: -7698373.500000 Penalty: 5479.316895
	Iteration 14Q: 3 clusters Score -7698374 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 59181 members 
Entering Unmasked Estep 
Score: -7698559.000000 Penalty: 5479.316895
	Iteration 15Q: 3 clusters Score -7698559 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -7698671.000000 Penalty: 5479.316895
	Iteration 16Q: 3 clusters Score -7698671 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -7698748.500000 Penalty: 5479.316895
	Iteration 17Q: 3 clusters Score -7698748 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -7698797.500000 Penalty: 5479.316895
	Iteration 18Q: 3 clusters Score -7698798 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -7698849.000000 Penalty: 5479.316895
	Iteration 19Q: 3 clusters Score -7698849 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 60089 members 
Entering Unmasked Estep 
Score: -7698886.500000 Penalty: 5479.316895
	Iteration 20F: 3 clusters Score -7698886 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -7698916.500000 Penalty: 5479.316895
	Iteration 21Q: 3 clusters Score -7698916 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -7698963.000000 Penalty: 5479.316895
	Iteration 22Q: 3 clusters Score -7698963 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -7698964.500000 Penalty: 5479.316895
	Iteration 23Q: 3 clusters Score -7698964 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -7698994.500000 Penalty: 5479.316895
	Iteration 24Q: 3 clusters Score -7698994 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 60593 members 
Entering Unmasked Estep 
Score: -7698997.500000 Penalty: 5479.316895
	Iteration 25Q: 3 clusters Score -7698998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 60651 members 
Entering Unmasked Estep 
Score: -7699033.000000 Penalty: 5479.316895
	Iteration 26Q: 3 clusters Score -7699033 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
Score: -7699046.000000 Penalty: 5479.316895
	Iteration 27Q: 3 clusters Score -7699046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -7699058.500000 Penalty: 5479.316895
	Iteration 28Q: 3 clusters Score -7699058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -7699065.000000 Penalty: 5479.316895
	Iteration 29Q: 3 clusters Score -7699065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -7699087.000000 Penalty: 5479.316895
	Iteration 30Q: 3 clusters Score -7699087 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -7699099.500000 Penalty: 5479.316895
	Iteration 31Q: 3 clusters Score -7699100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -7699109.000000 Penalty: 5479.316895
	Iteration 32Q: 3 clusters Score -7699109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -7699113.500000 Penalty: 5479.316895
	Iteration 33Q: 3 clusters Score -7699114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 60920 members 
Entering Unmasked Estep 
Score: -7699117.500000 Penalty: 5479.316895
	Iteration 34Q: 3 clusters Score -7699118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -7699130.500000 Penalty: 5479.316895
	Iteration 35Q: 3 clusters Score -7699130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -7699129.500000 Penalty: 5479.316895
	Iteration 36Q: 3 clusters Score -7699130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -7699136.500000 Penalty: 5479.316895
	Iteration 37Q: 3 clusters Score -7699136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -7699138.000000 Penalty: 5479.316895
	Iteration 38Q: 3 clusters Score -7699138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -7699154.500000 Penalty: 5479.316895
	Iteration 39Q: 3 clusters Score -7699154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -7699155.500000 Penalty: 5479.316895
	Iteration 40F: 3 clusters Score -7699156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 61062 members 
Entering Unmasked Estep 
Score: -7699153.500000 Penalty: 5479.316895
	Iteration 41Q: 3 clusters Score -7699154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -7699147.500000 Penalty: 5479.316895
	Iteration 42Q: 3 clusters Score -7699148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -7699158.000000 Penalty: 5479.316895
	Iteration 43Q: 3 clusters Score -7699158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -7699154.500000 Penalty: 5479.316895
	Iteration 44Q: 3 clusters Score -7699154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -7699157.000000 Penalty: 5479.316895
	Iteration 45Q: 3 clusters Score -7699157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -7699156.000000 Penalty: 5479.316895
	Iteration 46Q: 3 clusters Score -7699156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -7699161.000000 Penalty: 5479.316895
	Iteration 47Q: 3 clusters Score -7699161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -7699164.000000 Penalty: 5479.316895
	Iteration 48Q: 3 clusters Score -7699164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -7699161.500000 Penalty: 5479.316895
	Iteration 49Q: 3 clusters Score -7699162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -7699174.000000 Penalty: 5479.316895
	Iteration 50Q: 3 clusters Score -7699174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -7699169.000000 Penalty: 5479.316895
	Iteration 51Q: 3 clusters Score -7699169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -7699165.000000 Penalty: 5479.316895
	Iteration 52Q: 3 clusters Score -7699165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -7699171.000000 Penalty: 5479.316895
	Iteration 53Q: 3 clusters Score -7699171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -7699175.000000 Penalty: 5479.316895
	Iteration 54Q: 3 clusters Score -7699175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -7699175.500000 Penalty: 5479.316895
	Iteration 55Q: 3 clusters Score -7699176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -7699175.500000 Penalty: 5479.316895
	Iteration 56Q: 3 clusters Score -7699176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -7699185.000000 Penalty: 5479.316895
	Iteration 57Q: 3 clusters Score -7699185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 61166 members 
Entering Unmasked Estep 
Score: -7699183.500000 Penalty: 5479.316895
	Iteration 58Q: 3 clusters Score -7699184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -7699179.500000 Penalty: 5479.316895
	Iteration 59Q: 3 clusters Score -7699180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 61169 members 
Entering Unmasked Estep 
Score: -7699181.500000 Penalty: 5479.316895
	Iteration 60F: 3 clusters Score -7699182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -7699183.000000 Penalty: 5479.316895
	Iteration 61Q: 3 clusters Score -7699183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -7699180.500000 Penalty: 5479.316895
	Iteration 62Q: 3 clusters Score -7699180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 61174 members 
Entering Unmasked Estep 
Score: -7699186.000000 Penalty: 5479.316895
	Iteration 63Q: 3 clusters Score -7699186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 61175 members 
Entering Unmasked Estep 
Score: -7699182.000000 Penalty: 5479.316895
	Iteration 64Q: 3 clusters Score -7699182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 61178 members 
Entering Unmasked Estep 
Score: -7699184.000000 Penalty: 5479.316895
	Iteration 65Q: 3 clusters Score -7699184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 61180 members 
Entering Unmasked Estep 
Score: -7699189.000000 Penalty: 5479.316895
	Iteration 66Q: 3 clusters Score -7699189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
Score: -7699186.500000 Penalty: 5479.316895
	Iteration 67Q: 3 clusters Score -7699186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -7699201.000000 Penalty: 5479.316895
	Iteration 68Q: 3 clusters Score -7699201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 61200 members 
Entering Unmasked Estep 
Score: -7699198.500000 Penalty: 5479.316895
	Iteration 69Q: 3 clusters Score -7699198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 61204 members 
Entering Unmasked Estep 
Score: -7699204.000000 Penalty: 5479.316895
	Iteration 70Q: 3 clusters Score -7699204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -7699193.500000 Penalty: 5479.316895
	Iteration 71Q: 3 clusters Score -7699194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 61212 members 
Entering Unmasked Estep 
Score: -7699188.500000 Penalty: 5479.316895
	Iteration 72Q: 3 clusters Score -7699188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -7699195.000000 Penalty: 5479.316895
	Iteration 73Q: 3 clusters Score -7699195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -7699195.000000 Penalty: 5479.316895
	Iteration 74Q: 3 clusters Score -7699195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -7699204.000000 Penalty: 5479.316895
	Iteration 75Q: 3 clusters Score -7699204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -7699206.500000 Penalty: 5479.316895
	Iteration 76Q: 3 clusters Score -7699206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -7699205.000000 Penalty: 5479.316895
	Iteration 77Q: 3 clusters Score -7699205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -7699205.000000 Penalty: 5479.316895
	Iteration 78F: 3 clusters Score -7699205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -109965.218750 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -109965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -108029.328125 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -108029.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -108456.421875 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -108456.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -108753.351562 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -108753.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -109631.562500 Penalty: 3485.107666
	Iteration 3F: 3 clusters Score -109631.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -110254.460938 Penalty: 3485.107666
	Iteration 4F: 3 clusters Score -110254.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -110439.531250 Penalty: 3485.107666
	Iteration 5F: 3 clusters Score -110439.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -110483.078125 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -110483.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -110526.539062 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -110526.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -110580.804688 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -110580.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -110612.484375 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -110612.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -110626.250000 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -110626.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -110632.687500 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -110632.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -110636.015625 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -110636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -110641.523438 Penalty: 3485.107666
	Iteration 13Q: 3 clusters Score -110641.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -110645.632812 Penalty: 3485.107666
	Iteration 14Q: 3 clusters Score -110645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -110649.515625 Penalty: 3485.107666
	Iteration 15Q: 3 clusters Score -110649.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -110650.664062 Penalty: 3485.107666
	Iteration 16Q: 3 clusters Score -110650.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -110650.664062 Penalty: 3485.107666
	Iteration 17F: 3 clusters Score -110650.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91829 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5962 members 
Mstep: Class 6 contains 62756 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 839 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 126811 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25293 members 
Mstep: Class 17 contains 226416 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36254 members 
Mstep: Class 23 contains 216188 members 
Mstep: Class 24 contains 66109 members 
Entering Unmasked Estep 
Score: -104302472.000000 Penalty: 61069.699219
Splitting cluster 8 changes total score from -104303464.000000 to -104302472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -75298.390625 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -75298.39 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 381 members 
Entering Unmasked Estep 
Score: -73555.117188 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -73555.12 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73825.156250 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -73825.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73929.828125 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -73929.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -73983.398438 Penalty: 3294.673340
	Iteration 3Q: 3 clusters Score -73983.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74053.039062 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -74053.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -74096.617188 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -74096.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -74136.156250 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -74136.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74179.000000 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -74179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74219.476562 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -74219.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -74238.664062 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -74238.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -74255.296875 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -74255.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -74277.414062 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -74277.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -74302.359375 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -74302.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -74321.968750 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -74321.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -74340.437500 Penalty: 3294.673340
	Iteration 14Q: 3 clusters Score -74340.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -74356.171875 Penalty: 3294.673340
	Iteration 15Q: 3 clusters Score -74356.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -74373.070312 Penalty: 3294.673340
	Iteration 16Q: 3 clusters Score -74373.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -74397.539062 Penalty: 3294.673340
	Iteration 17Q: 3 clusters Score -74397.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -74422.140625 Penalty: 3294.673340
	Iteration 18Q: 3 clusters Score -74422.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -74464.546875 Penalty: 3294.673340
	Iteration 19Q: 3 clusters Score -74464.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74477.609375 Penalty: 3294.673340
	Iteration 20F: 3 clusters Score -74477.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -74478.703125 Penalty: 3294.673340
	Iteration 21Q: 3 clusters Score -74478.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -74481.585938 Penalty: 3294.673340
	Iteration 22Q: 3 clusters Score -74481.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74485.031250 Penalty: 3294.673340
	Iteration 23Q: 3 clusters Score -74485.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -74486.468750 Penalty: 3294.673340
	Iteration 24Q: 3 clusters Score -74486.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -74491.265625 Penalty: 3294.673340
	Iteration 25Q: 3 clusters Score -74491.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -74491.265625 Penalty: 3294.673340
	Iteration 26F: 3 clusters Score -74491.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (126811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126811 members 
Entering Unmasked Estep 
Score: -15519378.000000 Penalty: 2914.112305
	Iteration 0F: 2 clusters Score -1.551938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63203 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -15434624.000000 Penalty: 5828.224609
	Iteration 0F: 3 clusters Score -1.543462e+07 nChanged 60384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 66406 members 
Entering Unmasked Estep 
Score: -15468806.000000 Penalty: 5828.224609
	Iteration 1F: 3 clusters Score -1.546881e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 68125 members 
Entering Unmasked Estep 
Score: -15469579.000000 Penalty: 5828.224609
	Iteration 2Q: 3 clusters Score -1.546958e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -15470594.000000 Penalty: 5828.224609
	Iteration 3Q: 3 clusters Score -1.547059e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -15472449.000000 Penalty: 5828.224609
	Iteration 4Q: 3 clusters Score -1.547245e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 81271 members 
Entering Unmasked Estep 
Score: -15475910.000000 Penalty: 5828.224609
	Iteration 5F: 3 clusters Score -1.547591e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 90082 members 
Entering Unmasked Estep 
Score: -15482103.000000 Penalty: 5828.224609
	Iteration 6F: 3 clusters Score -1.54821e+07 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 101405 members 
Entering Unmasked Estep 
Score: -15492411.000000 Penalty: 5828.224609
	Iteration 7F: 3 clusters Score -1.549241e+07 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 112698 members 
Entering Unmasked Estep 
Score: -15503842.000000 Penalty: 5828.224609
	Iteration 8F: 3 clusters Score -1.550384e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 120377 members 
Entering Unmasked Estep 
Score: -15511757.000000 Penalty: 5828.224609
	Iteration 9F: 3 clusters Score -1.551176e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 123840 members 
Entering Unmasked Estep 
Score: -15515188.000000 Penalty: 5828.224609
	Iteration 10Q: 3 clusters Score -1.551519e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 124888 members 
Entering Unmasked Estep 
Score: -15516482.000000 Penalty: 5828.224609
	Iteration 11Q: 3 clusters Score -1.551648e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 125133 members 
Entering Unmasked Estep 
Score: -15516973.000000 Penalty: 5828.224609
	Iteration 12Q: 3 clusters Score -1.551697e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 125171 members 
Entering Unmasked Estep 
Score: -15517182.000000 Penalty: 5828.224609
	Iteration 13Q: 3 clusters Score -1.551718e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 125176 members 
Entering Unmasked Estep 
Score: -15517266.000000 Penalty: 5828.224609
	Iteration 14Q: 3 clusters Score -1.551727e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 125195 members 
Entering Unmasked Estep 
Score: -15517314.000000 Penalty: 5828.224609
	Iteration 15Q: 3 clusters Score -1.551731e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 125198 members 
Entering Unmasked Estep 
Score: -15517358.000000 Penalty: 5828.224609
	Iteration 16Q: 3 clusters Score -1.551736e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 125206 members 
Entering Unmasked Estep 
Score: -15517366.000000 Penalty: 5828.224609
	Iteration 17Q: 3 clusters Score -1.551737e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 125202 members 
Entering Unmasked Estep 
Score: -15517398.000000 Penalty: 5828.224609
	Iteration 18Q: 3 clusters Score -1.55174e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 125202 members 
Entering Unmasked Estep 
Score: -15517402.000000 Penalty: 5828.224609
	Iteration 19Q: 3 clusters Score -1.55174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 125207 members 
Entering Unmasked Estep 
Score: -15517400.000000 Penalty: 5828.224609
	Iteration 20F: 3 clusters Score -1.55174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 125213 members 
Entering Unmasked Estep 
Score: -15517406.000000 Penalty: 5828.224609
	Iteration 21Q: 3 clusters Score -1.551741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 125220 members 
Entering Unmasked Estep 
Score: -15517400.000000 Penalty: 5828.224609
	Iteration 22Q: 3 clusters Score -1.55174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 125228 members 
Entering Unmasked Estep 
Score: -15517400.000000 Penalty: 5828.224609
	Iteration 23Q: 3 clusters Score -1.55174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 125225 members 
Entering Unmasked Estep 
Score: -15517405.000000 Penalty: 5828.224609
	Iteration 24Q: 3 clusters Score -1.55174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 125226 members 
Entering Unmasked Estep 
Score: -15517412.000000 Penalty: 5828.224609
	Iteration 25Q: 3 clusters Score -1.551741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 125226 members 
Entering Unmasked Estep 
Score: -15517398.000000 Penalty: 5828.224609
	Iteration 26Q: 3 clusters Score -1.55174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 125225 members 
Entering Unmasked Estep 
Score: -15517400.000000 Penalty: 5828.224609
	Iteration 27Q: 3 clusters Score -1.55174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 125224 members 
Entering Unmasked Estep 
Score: -15517405.000000 Penalty: 5828.224609
	Iteration 28Q: 3 clusters Score -1.55174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 125224 members 
Entering Unmasked Estep 
Score: -15517400.000000 Penalty: 5828.224609
	Iteration 29Q: 3 clusters Score -1.55174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 125224 members 
Entering Unmasked Estep 
Score: -15517400.000000 Penalty: 5828.224609
	Iteration 30F: 3 clusters Score -1.55174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Entering Unmasked Estep 
Score: -294161.437500 Penalty: 1958.621704
	Iteration 0F: 2 clusters Score -294161.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -291040.062500 Penalty: 3917.243408
	Iteration 0F: 3 clusters Score -291040.1 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -291638.187500 Penalty: 3917.243408
	Iteration 1F: 3 clusters Score -291638.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -291793.406250 Penalty: 3917.243408
	Iteration 2F: 3 clusters Score -291793.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -291885.000000 Penalty: 3917.243408
	Iteration 3Q: 3 clusters Score -291885 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -291956.000000 Penalty: 3917.243408
	Iteration 4Q: 3 clusters Score -291956 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -292000.718750 Penalty: 3917.243408
	Iteration 5Q: 3 clusters Score -292000.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -292031.781250 Penalty: 3917.243408
	Iteration 6Q: 3 clusters Score -292031.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -292059.906250 Penalty: 3917.243408
	Iteration 7Q: 3 clusters Score -292059.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -292087.218750 Penalty: 3917.243408
	Iteration 8Q: 3 clusters Score -292087.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -292109.281250 Penalty: 3917.243408
	Iteration 9Q: 3 clusters Score -292109.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -292129.187500 Penalty: 3917.243408
	Iteration 10Q: 3 clusters Score -292129.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -292148.968750 Penalty: 3917.243408
	Iteration 11Q: 3 clusters Score -292149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -292172.156250 Penalty: 3917.243408
	Iteration 12Q: 3 clusters Score -292172.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -292185.812500 Penalty: 3917.243408
	Iteration 13Q: 3 clusters Score -292185.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -292201.531250 Penalty: 3917.243408
	Iteration 14Q: 3 clusters Score -292201.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -292215.375000 Penalty: 3917.243408
	Iteration 15Q: 3 clusters Score -292215.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -292230.656250 Penalty: 3917.243408
	Iteration 16Q: 3 clusters Score -292230.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -292243.031250 Penalty: 3917.243408
	Iteration 17Q: 3 clusters Score -292243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -292259.562500 Penalty: 3917.243408
	Iteration 18Q: 3 clusters Score -292259.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -292278.156250 Penalty: 3917.243408
	Iteration 19Q: 3 clusters Score -292278.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -292298.781250 Penalty: 3917.243408
	Iteration 20F: 3 clusters Score -292298.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -292314.125000 Penalty: 3917.243408
	Iteration 21Q: 3 clusters Score -292314.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -292326.687500 Penalty: 3917.243408
	Iteration 22Q: 3 clusters Score -292326.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -292333.937500 Penalty: 3917.243408
	Iteration 23Q: 3 clusters Score -292333.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -292345.312500 Penalty: 3917.243408
	Iteration 24Q: 3 clusters Score -292345.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -292359.406250 Penalty: 3917.243408
	Iteration 25Q: 3 clusters Score -292359.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -292378.156250 Penalty: 3917.243408
	Iteration 26Q: 3 clusters Score -292378.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -292399.375000 Penalty: 3917.243408
	Iteration 27Q: 3 clusters Score -292399.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -292422.906250 Penalty: 3917.243408
	Iteration 28Q: 3 clusters Score -292422.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -292442.968750 Penalty: 3917.243408
	Iteration 29Q: 3 clusters Score -292443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -292464.468750 Penalty: 3917.243408
	Iteration 30Q: 3 clusters Score -292464.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -292485.375000 Penalty: 3917.243408
	Iteration 31Q: 3 clusters Score -292485.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -292504.000000 Penalty: 3917.243408
	Iteration 32Q: 3 clusters Score -292504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -292526.343750 Penalty: 3917.243408
	Iteration 33Q: 3 clusters Score -292526.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -292552.906250 Penalty: 3917.243408
	Iteration 34Q: 3 clusters Score -292552.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -292581.125000 Penalty: 3917.243408
	Iteration 35Q: 3 clusters Score -292581.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -292610.312500 Penalty: 3917.243408
	Iteration 36Q: 3 clusters Score -292610.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -292633.187500 Penalty: 3917.243408
	Iteration 37Q: 3 clusters Score -292633.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -292647.375000 Penalty: 3917.243408
	Iteration 38Q: 3 clusters Score -292647.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -292655.875000 Penalty: 3917.243408
	Iteration 39Q: 3 clusters Score -292655.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -292664.906250 Penalty: 3917.243408
	Iteration 40F: 3 clusters Score -292664.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -292671.187500 Penalty: 3917.243408
	Iteration 41Q: 3 clusters Score -292671.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -292676.500000 Penalty: 3917.243408
	Iteration 42Q: 3 clusters Score -292676.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -292683.125000 Penalty: 3917.243408
	Iteration 43Q: 3 clusters Score -292683.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -292691.937500 Penalty: 3917.243408
	Iteration 44Q: 3 clusters Score -292691.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -292696.843750 Penalty: 3917.243408
	Iteration 45Q: 3 clusters Score -292696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -292697.531250 Penalty: 3917.243408
	Iteration 46Q: 3 clusters Score -292697.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -292697.531250 Penalty: 3917.243408
	Iteration 47F: 3 clusters Score -292697.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Entering Unmasked Estep 
Score: -3109739.750000 Penalty: 2514.294189
	Iteration 0F: 2 clusters Score -3109740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3092276.000000 Penalty: 5028.588379
	Iteration 0F: 3 clusters Score -3092276 nChanged 11251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3098201.750000 Penalty: 5028.588379
	Iteration 1F: 3 clusters Score -3098202 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3098642.000000 Penalty: 5028.588379
	Iteration 2Q: 3 clusters Score -3098642 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3099075.500000 Penalty: 5028.588379
	Iteration 3Q: 3 clusters Score -3099076 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -3099589.250000 Penalty: 5028.588379
	Iteration 4Q: 3 clusters Score -3099589 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3100261.000000 Penalty: 5028.588379
	Iteration 5Q: 3 clusters Score -3100261 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -3101135.750000 Penalty: 5028.588379
	Iteration 6F: 3 clusters Score -3101136 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -3102310.750000 Penalty: 5028.588379
	Iteration 7F: 3 clusters Score -3102311 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -3103658.000000 Penalty: 5028.588379
	Iteration 8F: 3 clusters Score -3103658 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -3104933.250000 Penalty: 5028.588379
	Iteration 9F: 3 clusters Score -3104933 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -3105868.000000 Penalty: 5028.588379
	Iteration 10F: 3 clusters Score -3105868 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -3106343.500000 Penalty: 5028.588379
	Iteration 11Q: 3 clusters Score -3106344 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3106551.500000 Penalty: 5028.588379
	Iteration 12Q: 3 clusters Score -3106552 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -3106677.500000 Penalty: 5028.588379
	Iteration 13Q: 3 clusters Score -3106678 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3106764.000000 Penalty: 5028.588379
	Iteration 14Q: 3 clusters Score -3106764 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3106839.500000 Penalty: 5028.588379
	Iteration 15Q: 3 clusters Score -3106840 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -3106896.500000 Penalty: 5028.588379
	Iteration 16Q: 3 clusters Score -3106896 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -3106953.000000 Penalty: 5028.588379
	Iteration 17Q: 3 clusters Score -3106953 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -3107001.000000 Penalty: 5028.588379
	Iteration 18Q: 3 clusters Score -3107001 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3107028.250000 Penalty: 5028.588379
	Iteration 19Q: 3 clusters Score -3107028 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -3107067.250000 Penalty: 5028.588379
	Iteration 20F: 3 clusters Score -3107067 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3107100.750000 Penalty: 5028.588379
	Iteration 21Q: 3 clusters Score -3107101 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -3107132.250000 Penalty: 5028.588379
	Iteration 22Q: 3 clusters Score -3107132 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -3107161.750000 Penalty: 5028.588379
	Iteration 23Q: 3 clusters Score -3107162 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3107194.750000 Penalty: 5028.588379
	Iteration 24Q: 3 clusters Score -3107195 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -3107228.750000 Penalty: 5028.588379
	Iteration 25Q: 3 clusters Score -3107229 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3107255.000000 Penalty: 5028.588379
	Iteration 26Q: 3 clusters Score -3107255 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -3107281.500000 Penalty: 5028.588379
	Iteration 27Q: 3 clusters Score -3107282 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3107305.750000 Penalty: 5028.588379
	Iteration 28Q: 3 clusters Score -3107306 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -3107334.250000 Penalty: 5028.588379
	Iteration 29Q: 3 clusters Score -3107334 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -3107366.000000 Penalty: 5028.588379
	Iteration 30Q: 3 clusters Score -3107366 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3107397.000000 Penalty: 5028.588379
	Iteration 31Q: 3 clusters Score -3107397 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3107411.000000 Penalty: 5028.588379
	Iteration 32Q: 3 clusters Score -3107411 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -3107429.750000 Penalty: 5028.588379
	Iteration 33Q: 3 clusters Score -3107430 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3107441.500000 Penalty: 5028.588379
	Iteration 34Q: 3 clusters Score -3107442 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3107467.750000 Penalty: 5028.588379
	Iteration 35Q: 3 clusters Score -3107468 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3107507.500000 Penalty: 5028.588379
	Iteration 36Q: 3 clusters Score -3107508 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3107523.500000 Penalty: 5028.588379
	Iteration 37Q: 3 clusters Score -3107524 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3107559.500000 Penalty: 5028.588379
	Iteration 38Q: 3 clusters Score -3107560 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -3107584.500000 Penalty: 5028.588379
	Iteration 39Q: 3 clusters Score -3107584 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3107608.250000 Penalty: 5028.588379
	Iteration 40F: 3 clusters Score -3107608 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3107629.500000 Penalty: 5028.588379
	Iteration 41Q: 3 clusters Score -3107630 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3107649.500000 Penalty: 5028.588379
	Iteration 42Q: 3 clusters Score -3107650 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3107663.750000 Penalty: 5028.588379
	Iteration 43Q: 3 clusters Score -3107664 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3107681.000000 Penalty: 5028.588379
	Iteration 44Q: 3 clusters Score -3107681 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3107716.750000 Penalty: 5028.588379
	Iteration 45Q: 3 clusters Score -3107717 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3107726.250000 Penalty: 5028.588379
	Iteration 46Q: 3 clusters Score -3107726 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3107741.250000 Penalty: 5028.588379
	Iteration 47Q: 3 clusters Score -3107741 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3107751.250000 Penalty: 5028.588379
	Iteration 48Q: 3 clusters Score -3107751 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3107769.750000 Penalty: 5028.588379
	Iteration 49Q: 3 clusters Score -3107770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3107773.750000 Penalty: 5028.588379
	Iteration 50Q: 3 clusters Score -3107774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3107797.750000 Penalty: 5028.588379
	Iteration 51Q: 3 clusters Score -3107798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3107803.500000 Penalty: 5028.588379
	Iteration 52Q: 3 clusters Score -3107804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3107806.500000 Penalty: 5028.588379
	Iteration 53Q: 3 clusters Score -3107806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3107818.000000 Penalty: 5028.588379
	Iteration 54Q: 3 clusters Score -3107818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3107832.750000 Penalty: 5028.588379
	Iteration 55Q: 3 clusters Score -3107833 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3107850.500000 Penalty: 5028.588379
	Iteration 56Q: 3 clusters Score -3107850 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3107864.250000 Penalty: 5028.588379
	Iteration 57Q: 3 clusters Score -3107864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3107874.000000 Penalty: 5028.588379
	Iteration 58Q: 3 clusters Score -3107874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3107888.750000 Penalty: 5028.588379
	Iteration 59Q: 3 clusters Score -3107889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3107896.250000 Penalty: 5028.588379
	Iteration 60F: 3 clusters Score -3107896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3107898.250000 Penalty: 5028.588379
	Iteration 61Q: 3 clusters Score -3107898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3107897.500000 Penalty: 5028.588379
	Iteration 62Q: 3 clusters Score -3107898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3107901.500000 Penalty: 5028.588379
	Iteration 63Q: 3 clusters Score -3107902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3107910.500000 Penalty: 5028.588379
	Iteration 64Q: 3 clusters Score -3107910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3107915.250000 Penalty: 5028.588379
	Iteration 65Q: 3 clusters Score -3107915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3107911.000000 Penalty: 5028.588379
	Iteration 66Q: 3 clusters Score -3107911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3107920.000000 Penalty: 5028.588379
	Iteration 67Q: 3 clusters Score -3107920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3107922.000000 Penalty: 5028.588379
	Iteration 68Q: 3 clusters Score -3107922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3107923.750000 Penalty: 5028.588379
	Iteration 69Q: 3 clusters Score -3107924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3107926.000000 Penalty: 5028.588379
	Iteration 70Q: 3 clusters Score -3107926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3107927.000000 Penalty: 5028.588379
	Iteration 71Q: 3 clusters Score -3107927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3107930.000000 Penalty: 5028.588379
	Iteration 72Q: 3 clusters Score -3107930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3107931.750000 Penalty: 5028.588379
	Iteration 73Q: 3 clusters Score -3107932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3107932.000000 Penalty: 5028.588379
	Iteration 74Q: 3 clusters Score -3107932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3107934.000000 Penalty: 5028.588379
	Iteration 75Q: 3 clusters Score -3107934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3107936.750000 Penalty: 5028.588379
	Iteration 76Q: 3 clusters Score -3107937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3107932.250000 Penalty: 5028.588379
	Iteration 77Q: 3 clusters Score -3107932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3107937.250000 Penalty: 5028.588379
	Iteration 78Q: 3 clusters Score -3107937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3107944.500000 Penalty: 5028.588379
	Iteration 79Q: 3 clusters Score -3107944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3107950.500000 Penalty: 5028.588379
	Iteration 80F: 3 clusters Score -3107950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3107949.250000 Penalty: 5028.588379
	Iteration 81Q: 3 clusters Score -3107949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3107947.750000 Penalty: 5028.588379
	Iteration 82Q: 3 clusters Score -3107948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3107946.000000 Penalty: 5028.588379
	Iteration 83Q: 3 clusters Score -3107946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3107946.000000 Penalty: 5028.588379
	Iteration 84F: 3 clusters Score -3107946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (226416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226416 members 
Entering Unmasked Estep 
Score: -27457912.000000 Penalty: 3057.872070
	Iteration 0F: 2 clusters Score -2.745791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113718 members 
Mstep: Class 2 contains 112698 members 
Entering Unmasked Estep 
Score: -27312584.000000 Penalty: 6115.744141
	Iteration 0F: 3 clusters Score -2.731258e+07 nChanged 108992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121674 members 
Mstep: Class 2 contains 104742 members 
Entering Unmasked Estep 
Score: -27377102.000000 Penalty: 6115.744141
	Iteration 1F: 3 clusters Score -2.73771e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126762 members 
Mstep: Class 2 contains 99654 members 
Entering Unmasked Estep 
Score: -27378868.000000 Penalty: 6115.744141
	Iteration 2Q: 3 clusters Score -2.737887e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134644 members 
Mstep: Class 2 contains 91772 members 
Entering Unmasked Estep 
Score: -27382178.000000 Penalty: 6115.744141
	Iteration 3Q: 3 clusters Score -2.738218e+07 nChanged 12343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146761 members 
Mstep: Class 2 contains 79655 members 
Entering Unmasked Estep 
Score: -27389108.000000 Penalty: 6115.744141
	Iteration 4F: 3 clusters Score -2.738911e+07 nChanged 17259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163948 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -27401586.000000 Penalty: 6115.744141
	Iteration 5F: 3 clusters Score -2.740159e+07 nChanged 20645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184549 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -27419680.000000 Penalty: 6115.744141
	Iteration 6F: 3 clusters Score -2.741968e+07 nChanged 19427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203952 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -27437540.000000 Penalty: 6115.744141
	Iteration 7F: 3 clusters Score -2.743754e+07 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216458 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -27447572.000000 Penalty: 6115.744141
	Iteration 8F: 3 clusters Score -2.744757e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222223 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -27452448.000000 Penalty: 6115.744141
	Iteration 9Q: 3 clusters Score -2.745245e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224311 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -27454126.000000 Penalty: 6115.744141
	Iteration 10Q: 3 clusters Score -2.745413e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225031 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -27454788.000000 Penalty: 6115.744141
	Iteration 11Q: 3 clusters Score -2.745479e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225306 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -27455122.000000 Penalty: 6115.744141
	Iteration 12Q: 3 clusters Score -2.745512e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225434 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -27455320.000000 Penalty: 6115.744141
	Iteration 13Q: 3 clusters Score -2.745532e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225521 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -27455492.000000 Penalty: 6115.744141
	Iteration 14Q: 3 clusters Score -2.745549e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225543 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -27455666.000000 Penalty: 6115.744141
	Iteration 15Q: 3 clusters Score -2.745567e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225542 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -27455744.000000 Penalty: 6115.744141
	Iteration 16Q: 3 clusters Score -2.745574e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225516 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -27455804.000000 Penalty: 6115.744141
	Iteration 17Q: 3 clusters Score -2.74558e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225479 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -27455890.000000 Penalty: 6115.744141
	Iteration 18Q: 3 clusters Score -2.745589e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225455 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -27455940.000000 Penalty: 6115.744141
	Iteration 19Q: 3 clusters Score -2.745594e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225430 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -27455976.000000 Penalty: 6115.744141
	Iteration 20F: 3 clusters Score -2.745598e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225400 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -27456036.000000 Penalty: 6115.744141
	Iteration 21Q: 3 clusters Score -2.745604e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225361 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -27456064.000000 Penalty: 6115.744141
	Iteration 22Q: 3 clusters Score -2.745606e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225322 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -27456100.000000 Penalty: 6115.744141
	Iteration 23Q: 3 clusters Score -2.74561e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225299 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -27456136.000000 Penalty: 6115.744141
	Iteration 24Q: 3 clusters Score -2.745614e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225284 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -27456178.000000 Penalty: 6115.744141
	Iteration 25Q: 3 clusters Score -2.745618e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225266 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -27456192.000000 Penalty: 6115.744141
	Iteration 26Q: 3 clusters Score -2.745619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225252 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -27456200.000000 Penalty: 6115.744141
	Iteration 27Q: 3 clusters Score -2.74562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225241 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -27456182.000000 Penalty: 6115.744141
	Iteration 28Q: 3 clusters Score -2.745618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225231 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -27456194.000000 Penalty: 6115.744141
	Iteration 29Q: 3 clusters Score -2.745619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225222 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -27456224.000000 Penalty: 6115.744141
	Iteration 30Q: 3 clusters Score -2.745622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225216 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -27456236.000000 Penalty: 6115.744141
	Iteration 31Q: 3 clusters Score -2.745624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225210 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -27456238.000000 Penalty: 6115.744141
	Iteration 32Q: 3 clusters Score -2.745624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225203 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -27456218.000000 Penalty: 6115.744141
	Iteration 33Q: 3 clusters Score -2.745622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225199 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -27456244.000000 Penalty: 6115.744141
	Iteration 34Q: 3 clusters Score -2.745624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225195 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -27456242.000000 Penalty: 6115.744141
	Iteration 35Q: 3 clusters Score -2.745624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225192 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -27456244.000000 Penalty: 6115.744141
	Iteration 36Q: 3 clusters Score -2.745624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225188 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -27456246.000000 Penalty: 6115.744141
	Iteration 37Q: 3 clusters Score -2.745625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225182 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -27456228.000000 Penalty: 6115.744141
	Iteration 38Q: 3 clusters Score -2.745623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225181 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -27456232.000000 Penalty: 6115.744141
	Iteration 39Q: 3 clusters Score -2.745623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225180 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -27456238.000000 Penalty: 6115.744141
	Iteration 40F: 3 clusters Score -2.745624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225179 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -27456240.000000 Penalty: 6115.744141
	Iteration 41Q: 3 clusters Score -2.745624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225178 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -27456236.000000 Penalty: 6115.744141
	Iteration 42Q: 3 clusters Score -2.745624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225178 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -27456236.000000 Penalty: 6115.744141
	Iteration 43F: 3 clusters Score -2.745624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Entering Unmasked Estep 
Score: -439958.531250 Penalty: 2048.088867
	Iteration 0F: 2 clusters Score -439958.5 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 1953 members 
Entering Unmasked Estep 
Score: -436163.843750 Penalty: 4096.177734
	Iteration 0F: 3 clusters Score -436163.8 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -437050.937500 Penalty: 4096.177734
	Iteration 1F: 3 clusters Score -437050.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -437301.875000 Penalty: 4096.177734
	Iteration 2F: 3 clusters Score -437301.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -437436.281250 Penalty: 4096.177734
	Iteration 3F: 3 clusters Score -437436.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -437517.968750 Penalty: 4096.177734
	Iteration 4Q: 3 clusters Score -437518 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -437573.750000 Penalty: 4096.177734
	Iteration 5Q: 3 clusters Score -437573.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -437626.656250 Penalty: 4096.177734
	Iteration 6Q: 3 clusters Score -437626.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -437669.218750 Penalty: 4096.177734
	Iteration 7Q: 3 clusters Score -437669.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -437704.531250 Penalty: 4096.177734
	Iteration 8Q: 3 clusters Score -437704.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -437730.343750 Penalty: 4096.177734
	Iteration 9Q: 3 clusters Score -437730.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -437753.343750 Penalty: 4096.177734
	Iteration 10Q: 3 clusters Score -437753.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -437776.156250 Penalty: 4096.177734
	Iteration 11Q: 3 clusters Score -437776.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -437791.062500 Penalty: 4096.177734
	Iteration 12Q: 3 clusters Score -437791.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -437803.000000 Penalty: 4096.177734
	Iteration 13Q: 3 clusters Score -437803 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -437815.531250 Penalty: 4096.177734
	Iteration 14Q: 3 clusters Score -437815.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -437825.031250 Penalty: 4096.177734
	Iteration 15Q: 3 clusters Score -437825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -437834.343750 Penalty: 4096.177734
	Iteration 16Q: 3 clusters Score -437834.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -437844.843750 Penalty: 4096.177734
	Iteration 17Q: 3 clusters Score -437844.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -437856.718750 Penalty: 4096.177734
	Iteration 18Q: 3 clusters Score -437856.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -437864.718750 Penalty: 4096.177734
	Iteration 19Q: 3 clusters Score -437864.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -437872.468750 Penalty: 4096.177734
	Iteration 20F: 3 clusters Score -437872.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -437881.718750 Penalty: 4096.177734
	Iteration 21Q: 3 clusters Score -437881.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -437886.750000 Penalty: 4096.177734
	Iteration 22Q: 3 clusters Score -437886.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -437893.187500 Penalty: 4096.177734
	Iteration 23Q: 3 clusters Score -437893.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -437900.468750 Penalty: 4096.177734
	Iteration 24Q: 3 clusters Score -437900.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -437907.218750 Penalty: 4096.177734
	Iteration 25Q: 3 clusters Score -437907.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -437910.781250 Penalty: 4096.177734
	Iteration 26Q: 3 clusters Score -437910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -437911.375000 Penalty: 4096.177734
	Iteration 27Q: 3 clusters Score -437911.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -437913.937500 Penalty: 4096.177734
	Iteration 28Q: 3 clusters Score -437913.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -437914.937500 Penalty: 4096.177734
	Iteration 29Q: 3 clusters Score -437914.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -437917.156250 Penalty: 4096.177734
	Iteration 30Q: 3 clusters Score -437917.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -437919.031250 Penalty: 4096.177734
	Iteration 31Q: 3 clusters Score -437919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -437920.343750 Penalty: 4096.177734
	Iteration 32Q: 3 clusters Score -437920.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -437922.531250 Penalty: 4096.177734
	Iteration 33Q: 3 clusters Score -437922.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -437925.343750 Penalty: 4096.177734
	Iteration 34Q: 3 clusters Score -437925.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -437929.875000 Penalty: 4096.177734
	Iteration 35Q: 3 clusters Score -437929.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -437932.812500 Penalty: 4096.177734
	Iteration 36Q: 3 clusters Score -437932.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -437936.093750 Penalty: 4096.177734
	Iteration 37Q: 3 clusters Score -437936.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -437938.406250 Penalty: 4096.177734
	Iteration 38Q: 3 clusters Score -437938.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -437939.250000 Penalty: 4096.177734
	Iteration 39Q: 3 clusters Score -437939.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -437939.968750 Penalty: 4096.177734
	Iteration 40F: 3 clusters Score -437940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Entering Unmasked Estep 
Score: -500799.187500 Penalty: 2080.561035
	Iteration 0F: 2 clusters Score -500799.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -496670.000000 Penalty: 4161.122070
	Iteration 0F: 3 clusters Score -496670 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -497609.625000 Penalty: 4161.122070
	Iteration 1F: 3 clusters Score -497609.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -497834.312500 Penalty: 4161.122070
	Iteration 2F: 3 clusters Score -497834.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -497989.093750 Penalty: 4161.122070
	Iteration 3F: 3 clusters Score -497989.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -498075.031250 Penalty: 4161.122070
	Iteration 4Q: 3 clusters Score -498075 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -498136.437500 Penalty: 4161.122070
	Iteration 5Q: 3 clusters Score -498136.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -498191.031250 Penalty: 4161.122070
	Iteration 6Q: 3 clusters Score -498191 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -498235.687500 Penalty: 4161.122070
	Iteration 7Q: 3 clusters Score -498235.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -498274.718750 Penalty: 4161.122070
	Iteration 8Q: 3 clusters Score -498274.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -498303.218750 Penalty: 4161.122070
	Iteration 9Q: 3 clusters Score -498303.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -498334.625000 Penalty: 4161.122070
	Iteration 10Q: 3 clusters Score -498334.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -498357.250000 Penalty: 4161.122070
	Iteration 11Q: 3 clusters Score -498357.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -498381.812500 Penalty: 4161.122070
	Iteration 12Q: 3 clusters Score -498381.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -498405.250000 Penalty: 4161.122070
	Iteration 13Q: 3 clusters Score -498405.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -498419.343750 Penalty: 4161.122070
	Iteration 14Q: 3 clusters Score -498419.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -498433.156250 Penalty: 4161.122070
	Iteration 15Q: 3 clusters Score -498433.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -498446.531250 Penalty: 4161.122070
	Iteration 16Q: 3 clusters Score -498446.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -498460.281250 Penalty: 4161.122070
	Iteration 17Q: 3 clusters Score -498460.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -498473.687500 Penalty: 4161.122070
	Iteration 18Q: 3 clusters Score -498473.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -498479.406250 Penalty: 4161.122070
	Iteration 19Q: 3 clusters Score -498479.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -498488.312500 Penalty: 4161.122070
	Iteration 20F: 3 clusters Score -498488.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -498494.375000 Penalty: 4161.122070
	Iteration 21Q: 3 clusters Score -498494.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -498502.875000 Penalty: 4161.122070
	Iteration 22Q: 3 clusters Score -498502.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -498510.843750 Penalty: 4161.122070
	Iteration 23Q: 3 clusters Score -498510.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -498516.875000 Penalty: 4161.122070
	Iteration 24Q: 3 clusters Score -498516.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -498520.906250 Penalty: 4161.122070
	Iteration 25Q: 3 clusters Score -498520.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -498526.625000 Penalty: 4161.122070
	Iteration 26Q: 3 clusters Score -498526.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -498530.718750 Penalty: 4161.122070
	Iteration 27Q: 3 clusters Score -498530.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -498536.750000 Penalty: 4161.122070
	Iteration 28Q: 3 clusters Score -498536.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -498547.437500 Penalty: 4161.122070
	Iteration 29Q: 3 clusters Score -498547.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -498553.625000 Penalty: 4161.122070
	Iteration 30Q: 3 clusters Score -498553.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -498559.531250 Penalty: 4161.122070
	Iteration 31Q: 3 clusters Score -498559.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -498562.781250 Penalty: 4161.122070
	Iteration 32Q: 3 clusters Score -498562.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -498570.281250 Penalty: 4161.122070
	Iteration 33Q: 3 clusters Score -498570.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -498577.875000 Penalty: 4161.122070
	Iteration 34Q: 3 clusters Score -498577.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -498584.843750 Penalty: 4161.122070
	Iteration 35Q: 3 clusters Score -498584.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -498594.687500 Penalty: 4161.122070
	Iteration 36Q: 3 clusters Score -498594.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -498602.062500 Penalty: 4161.122070
	Iteration 37Q: 3 clusters Score -498602.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -498608.062500 Penalty: 4161.122070
	Iteration 38Q: 3 clusters Score -498608.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -498614.312500 Penalty: 4161.122070
	Iteration 39Q: 3 clusters Score -498614.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -498618.781250 Penalty: 4161.122070
	Iteration 40F: 3 clusters Score -498618.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -498623.906250 Penalty: 4161.122070
	Iteration 41Q: 3 clusters Score -498623.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -498626.750000 Penalty: 4161.122070
	Iteration 42Q: 3 clusters Score -498626.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -498629.937500 Penalty: 4161.122070
	Iteration 43Q: 3 clusters Score -498629.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -498632.187500 Penalty: 4161.122070
	Iteration 44Q: 3 clusters Score -498632.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -498634.781250 Penalty: 4161.122070
	Iteration 45Q: 3 clusters Score -498634.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -498637.625000 Penalty: 4161.122070
	Iteration 46Q: 3 clusters Score -498637.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -498642.187500 Penalty: 4161.122070
	Iteration 47Q: 3 clusters Score -498642.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -498646.062500 Penalty: 4161.122070
	Iteration 48Q: 3 clusters Score -498646.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -498647.125000 Penalty: 4161.122070
	Iteration 49Q: 3 clusters Score -498647.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -498649.906250 Penalty: 4161.122070
	Iteration 50Q: 3 clusters Score -498649.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -498651.000000 Penalty: 4161.122070
	Iteration 51Q: 3 clusters Score -498651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -498651.375000 Penalty: 4161.122070
	Iteration 52Q: 3 clusters Score -498651.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -498652.468750 Penalty: 4161.122070
	Iteration 53Q: 3 clusters Score -498652.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -498653.812500 Penalty: 4161.122070
	Iteration 54Q: 3 clusters Score -498653.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -498654.718750 Penalty: 4161.122070
	Iteration 55Q: 3 clusters Score -498654.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -498656.406250 Penalty: 4161.122070
	Iteration 56Q: 3 clusters Score -498656.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -498657.343750 Penalty: 4161.122070
	Iteration 57Q: 3 clusters Score -498657.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -498657.562500 Penalty: 4161.122070
	Iteration 58Q: 3 clusters Score -498657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -498659.468750 Penalty: 4161.122070
	Iteration 59Q: 3 clusters Score -498659.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -498660.031250 Penalty: 4161.122070
	Iteration 60F: 3 clusters Score -498660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -498662.906250 Penalty: 4161.122070
	Iteration 61Q: 3 clusters Score -498662.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -498663.343750 Penalty: 4161.122070
	Iteration 62Q: 3 clusters Score -498663.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -498667.156250 Penalty: 4161.122070
	Iteration 63Q: 3 clusters Score -498667.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -498672.656250 Penalty: 4161.122070
	Iteration 64Q: 3 clusters Score -498672.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -498678.656250 Penalty: 4161.122070
	Iteration 65Q: 3 clusters Score -498678.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -498681.375000 Penalty: 4161.122070
	Iteration 66Q: 3 clusters Score -498681.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -498685.000000 Penalty: 4161.122070
	Iteration 67Q: 3 clusters Score -498685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -498688.625000 Penalty: 4161.122070
	Iteration 68Q: 3 clusters Score -498688.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -498692.937500 Penalty: 4161.122070
	Iteration 69Q: 3 clusters Score -498692.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -498694.218750 Penalty: 4161.122070
	Iteration 70Q: 3 clusters Score -498694.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -498696.250000 Penalty: 4161.122070
	Iteration 71Q: 3 clusters Score -498696.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -498698.531250 Penalty: 4161.122070
	Iteration 72Q: 3 clusters Score -498698.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -498701.187500 Penalty: 4161.122070
	Iteration 73Q: 3 clusters Score -498701.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -498702.937500 Penalty: 4161.122070
	Iteration 74Q: 3 clusters Score -498702.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -498706.250000 Penalty: 4161.122070
	Iteration 75Q: 3 clusters Score -498706.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -498708.218750 Penalty: 4161.122070
	Iteration 76Q: 3 clusters Score -498708.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -498712.687500 Penalty: 4161.122070
	Iteration 77Q: 3 clusters Score -498712.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -498719.187500 Penalty: 4161.122070
	Iteration 78Q: 3 clusters Score -498719.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -498727.562500 Penalty: 4161.122070
	Iteration 79Q: 3 clusters Score -498727.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -498735.843750 Penalty: 4161.122070
	Iteration 80F: 3 clusters Score -498735.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -498743.968750 Penalty: 4161.122070
	Iteration 81Q: 3 clusters Score -498744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -498754.187500 Penalty: 4161.122070
	Iteration 82Q: 3 clusters Score -498754.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -498761.375000 Penalty: 4161.122070
	Iteration 83Q: 3 clusters Score -498761.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -498767.250000 Penalty: 4161.122070
	Iteration 84Q: 3 clusters Score -498767.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -498770.062500 Penalty: 4161.122070
	Iteration 85Q: 3 clusters Score -498770.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -498774.250000 Penalty: 4161.122070
	Iteration 86Q: 3 clusters Score -498774.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -498779.781250 Penalty: 4161.122070
	Iteration 87Q: 3 clusters Score -498779.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -498784.875000 Penalty: 4161.122070
	Iteration 88Q: 3 clusters Score -498784.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -498787.093750 Penalty: 4161.122070
	Iteration 89Q: 3 clusters Score -498787.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -498790.625000 Penalty: 4161.122070
	Iteration 90Q: 3 clusters Score -498790.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -498793.875000 Penalty: 4161.122070
	Iteration 91Q: 3 clusters Score -498793.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -498797.468750 Penalty: 4161.122070
	Iteration 92Q: 3 clusters Score -498797.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -498800.093750 Penalty: 4161.122070
	Iteration 93Q: 3 clusters Score -498800.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -498804.531250 Penalty: 4161.122070
	Iteration 94Q: 3 clusters Score -498804.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -498809.843750 Penalty: 4161.122070
	Iteration 95Q: 3 clusters Score -498809.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -498814.718750 Penalty: 4161.122070
	Iteration 96Q: 3 clusters Score -498814.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -498819.218750 Penalty: 4161.122070
	Iteration 97Q: 3 clusters Score -498819.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -498822.000000 Penalty: 4161.122070
	Iteration 98Q: 3 clusters Score -498822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -498826.125000 Penalty: 4161.122070
	Iteration 99Q: 3 clusters Score -498826.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -498831.375000 Penalty: 4161.122070
	Iteration 100F: 3 clusters Score -498831.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -498835.593750 Penalty: 4161.122070
	Iteration 101Q: 3 clusters Score -498835.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -498838.125000 Penalty: 4161.122070
	Iteration 102Q: 3 clusters Score -498838.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -498841.375000 Penalty: 4161.122070
	Iteration 103Q: 3 clusters Score -498841.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -498845.437500 Penalty: 4161.122070
	Iteration 104Q: 3 clusters Score -498845.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -498845.562500 Penalty: 4161.122070
	Iteration 105Q: 3 clusters Score -498845.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -498845.468750 Penalty: 4161.122070
	Iteration 106Q: 3 clusters Score -498845.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -498846.406250 Penalty: 4161.122070
	Iteration 107Q: 3 clusters Score -498846.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -498846.406250 Penalty: 4161.122070
	Iteration 108F: 3 clusters Score -498846.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -4472443.000000 Penalty: 2603.579834
	Iteration 0F: 2 clusters Score -4472443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -4447726.500000 Penalty: 5207.159668
	Iteration 0F: 3 clusters Score -4447726 nChanged 16560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -4456706.500000 Penalty: 5207.159668
	Iteration 1F: 3 clusters Score -4456706 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -4457145.000000 Penalty: 5207.159668
	Iteration 2Q: 3 clusters Score -4457145 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -4457584.000000 Penalty: 5207.159668
	Iteration 3Q: 3 clusters Score -4457584 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -4457986.500000 Penalty: 5207.159668
	Iteration 4Q: 3 clusters Score -4457986 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -4458537.000000 Penalty: 5207.159668
	Iteration 5Q: 3 clusters Score -4458537 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -4459380.500000 Penalty: 5207.159668
	Iteration 6Q: 3 clusters Score -4459380 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -4460699.500000 Penalty: 5207.159668
	Iteration 7F: 3 clusters Score -4460700 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -4462777.500000 Penalty: 5207.159668
	Iteration 8F: 3 clusters Score -4462778 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -4465238.500000 Penalty: 5207.159668
	Iteration 9F: 3 clusters Score -4465238 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4467572.500000 Penalty: 5207.159668
	Iteration 10F: 3 clusters Score -4467572 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4469056.500000 Penalty: 5207.159668
	Iteration 11Q: 3 clusters Score -4469056 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4469710.500000 Penalty: 5207.159668
	Iteration 12Q: 3 clusters Score -4469710 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4469903.000000 Penalty: 5207.159668
	Iteration 13Q: 3 clusters Score -4469903 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4469985.500000 Penalty: 5207.159668
	Iteration 14Q: 3 clusters Score -4469986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4470037.500000 Penalty: 5207.159668
	Iteration 15Q: 3 clusters Score -4470038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4470070.500000 Penalty: 5207.159668
	Iteration 16Q: 3 clusters Score -4470070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4470081.500000 Penalty: 5207.159668
	Iteration 17Q: 3 clusters Score -4470082 nChanged 5
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: -4470094.500000 Penalty: 5207.159668
	Iteration 18Q: 3 clusters Score -4470094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4470102.000000 Penalty: 5207.159668
	Iteration 19Q: 3 clusters Score -4470102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4470102.000000 Penalty: 5207.159668
	Iteration 20F: 3 clusters Score -4470102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (216188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216188 members 
Entering Unmasked Estep 
Score: -26280780.000000 Penalty: 3046.408203
	Iteration 0F: 2 clusters Score -2.628078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108376 members 
Mstep: Class 2 contains 107812 members 
Entering Unmasked Estep 
Score: -26140548.000000 Penalty: 6092.816406
	Iteration 0F: 3 clusters Score -2.614055e+07 nChanged 104290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111812 members 
Mstep: Class 2 contains 104376 members 
Entering Unmasked Estep 
Score: -26201618.000000 Penalty: 6092.816406
	Iteration 1F: 3 clusters Score -2.620162e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114205 members 
Mstep: Class 2 contains 101983 members 
Entering Unmasked Estep 
Score: -26202772.000000 Penalty: 6092.816406
	Iteration 2Q: 3 clusters Score -2.620277e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118017 members 
Mstep: Class 2 contains 98171 members 
Entering Unmasked Estep 
Score: -26204708.000000 Penalty: 6092.816406
	Iteration 3Q: 3 clusters Score -2.620471e+07 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124128 members 
Mstep: Class 2 contains 92060 members 
Entering Unmasked Estep 
Score: -26208146.000000 Penalty: 6092.816406
	Iteration 4Q: 3 clusters Score -2.620815e+07 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133324 members 
Mstep: Class 2 contains 82864 members 
Entering Unmasked Estep 
Score: -26214118.000000 Penalty: 6092.816406
	Iteration 5F: 3 clusters Score -2.621412e+07 nChanged 15216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146312 members 
Mstep: Class 2 contains 69876 members 
Entering Unmasked Estep 
Score: -26224852.000000 Penalty: 6092.816406
	Iteration 6F: 3 clusters Score -2.622485e+07 nChanged 18450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162748 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -26240024.000000 Penalty: 6092.816406
	Iteration 7F: 3 clusters Score -2.624002e+07 nChanged 17795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179159 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -26255888.000000 Penalty: 6092.816406
	Iteration 8F: 3 clusters Score -2.625589e+07 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191218 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -26267946.000000 Penalty: 6092.816406
	Iteration 9F: 3 clusters Score -2.626795e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197844 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -26274450.000000 Penalty: 6092.816406
	Iteration 10Q: 3 clusters Score -2.627445e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201083 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -26277230.000000 Penalty: 6092.816406
	Iteration 11Q: 3 clusters Score -2.627723e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202952 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -26278410.000000 Penalty: 6092.816406
	Iteration 12Q: 3 clusters Score -2.627841e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204320 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -26278960.000000 Penalty: 6092.816406
	Iteration 13Q: 3 clusters Score -2.627896e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205384 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -26279248.000000 Penalty: 6092.816406
	Iteration 14Q: 3 clusters Score -2.627925e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206224 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -26279382.000000 Penalty: 6092.816406
	Iteration 15Q: 3 clusters Score -2.627938e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206942 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -26279538.000000 Penalty: 6092.816406
	Iteration 16Q: 3 clusters Score -2.627954e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207597 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -26279580.000000 Penalty: 6092.816406
	Iteration 17Q: 3 clusters Score -2.627958e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208144 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -26279610.000000 Penalty: 6092.816406
	Iteration 18Q: 3 clusters Score -2.627961e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208621 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -26279698.000000 Penalty: 6092.816406
	Iteration 19Q: 3 clusters Score -2.62797e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209023 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -26279760.000000 Penalty: 6092.816406
	Iteration 20F: 3 clusters Score -2.627976e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209372 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -26279820.000000 Penalty: 6092.816406
	Iteration 21Q: 3 clusters Score -2.627982e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209695 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -26279810.000000 Penalty: 6092.816406
	Iteration 22Q: 3 clusters Score -2.627981e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209967 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -26279844.000000 Penalty: 6092.816406
	Iteration 23Q: 3 clusters Score -2.627984e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210212 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -26279854.000000 Penalty: 6092.816406
	Iteration 24Q: 3 clusters Score -2.627985e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210412 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -26279876.000000 Penalty: 6092.816406
	Iteration 25Q: 3 clusters Score -2.627988e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210595 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -26279840.000000 Penalty: 6092.816406
	Iteration 26Q: 3 clusters Score -2.627984e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210752 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -26279808.000000 Penalty: 6092.816406
	Iteration 27Q: 3 clusters Score -2.627981e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210886 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -26279794.000000 Penalty: 6092.816406
	Iteration 28Q: 3 clusters Score -2.627979e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211011 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -26279838.000000 Penalty: 6092.816406
	Iteration 29Q: 3 clusters Score -2.627984e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211092 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -26279852.000000 Penalty: 6092.816406
	Iteration 30Q: 3 clusters Score -2.627985e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211168 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -26279846.000000 Penalty: 6092.816406
	Iteration 31Q: 3 clusters Score -2.627985e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211241 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -26279858.000000 Penalty: 6092.816406
	Iteration 32Q: 3 clusters Score -2.627986e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211312 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -26279864.000000 Penalty: 6092.816406
	Iteration 33Q: 3 clusters Score -2.627986e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211370 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -26279888.000000 Penalty: 6092.816406
	Iteration 34Q: 3 clusters Score -2.627989e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211411 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -26279872.000000 Penalty: 6092.816406
	Iteration 35Q: 3 clusters Score -2.627987e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211462 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -26279888.000000 Penalty: 6092.816406
	Iteration 36Q: 3 clusters Score -2.627989e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211509 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -26279894.000000 Penalty: 6092.816406
	Iteration 37Q: 3 clusters Score -2.627989e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211564 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -26279864.000000 Penalty: 6092.816406
	Iteration 38Q: 3 clusters Score -2.627986e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211615 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -26279876.000000 Penalty: 6092.816406
	Iteration 39Q: 3 clusters Score -2.627988e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211671 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -26279840.000000 Penalty: 6092.816406
	Iteration 40F: 3 clusters Score -2.627984e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211711 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -26279844.000000 Penalty: 6092.816406
	Iteration 41Q: 3 clusters Score -2.627984e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211751 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -26279862.000000 Penalty: 6092.816406
	Iteration 42Q: 3 clusters Score -2.627986e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211790 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -26279832.000000 Penalty: 6092.816406
	Iteration 43Q: 3 clusters Score -2.627983e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211831 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -26279828.000000 Penalty: 6092.816406
	Iteration 44Q: 3 clusters Score -2.627983e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211855 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -26279830.000000 Penalty: 6092.816406
	Iteration 45Q: 3 clusters Score -2.627983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211874 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -26279826.000000 Penalty: 6092.816406
	Iteration 46Q: 3 clusters Score -2.627983e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211889 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -26279818.000000 Penalty: 6092.816406
	Iteration 47Q: 3 clusters Score -2.627982e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211919 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -26279836.000000 Penalty: 6092.816406
	Iteration 48Q: 3 clusters Score -2.627984e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211952 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -26279908.000000 Penalty: 6092.816406
	Iteration 49Q: 3 clusters Score -2.627991e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211981 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -26279924.000000 Penalty: 6092.816406
	Iteration 50Q: 3 clusters Score -2.627992e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212014 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -26279892.000000 Penalty: 6092.816406
	Iteration 51Q: 3 clusters Score -2.627989e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212043 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -26279838.000000 Penalty: 6092.816406
	Iteration 52Q: 3 clusters Score -2.627984e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212068 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -26279790.000000 Penalty: 6092.816406
	Iteration 53Q: 3 clusters Score -2.627979e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212095 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -26279802.000000 Penalty: 6092.816406
	Iteration 54Q: 3 clusters Score -2.62798e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212123 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -26279828.000000 Penalty: 6092.816406
	Iteration 55Q: 3 clusters Score -2.627983e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212153 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -26279824.000000 Penalty: 6092.816406
	Iteration 56Q: 3 clusters Score -2.627982e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212174 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -26279818.000000 Penalty: 6092.816406
	Iteration 57Q: 3 clusters Score -2.627982e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212189 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -26279808.000000 Penalty: 6092.816406
	Iteration 58Q: 3 clusters Score -2.627981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212205 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -26279812.000000 Penalty: 6092.816406
	Iteration 59Q: 3 clusters Score -2.627981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212221 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -26279822.000000 Penalty: 6092.816406
	Iteration 60F: 3 clusters Score -2.627982e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212242 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -26279822.000000 Penalty: 6092.816406
	Iteration 61Q: 3 clusters Score -2.627982e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212260 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -26279814.000000 Penalty: 6092.816406
	Iteration 62Q: 3 clusters Score -2.627981e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212287 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -26279814.000000 Penalty: 6092.816406
	Iteration 63Q: 3 clusters Score -2.627981e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212314 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -26279842.000000 Penalty: 6092.816406
	Iteration 64Q: 3 clusters Score -2.627984e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212335 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -26279838.000000 Penalty: 6092.816406
	Iteration 65Q: 3 clusters Score -2.627984e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212355 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -26279826.000000 Penalty: 6092.816406
	Iteration 66Q: 3 clusters Score -2.627983e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212370 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -26279822.000000 Penalty: 6092.816406
	Iteration 67Q: 3 clusters Score -2.627982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212384 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -26279798.000000 Penalty: 6092.816406
	Iteration 68Q: 3 clusters Score -2.62798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212390 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -26279788.000000 Penalty: 6092.816406
	Iteration 69Q: 3 clusters Score -2.627979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212397 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -26279780.000000 Penalty: 6092.816406
	Iteration 70Q: 3 clusters Score -2.627978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212399 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -26279796.000000 Penalty: 6092.816406
	Iteration 71Q: 3 clusters Score -2.62798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212399 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -26279790.000000 Penalty: 6092.816406
	Iteration 72Q: 3 clusters Score -2.627979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212399 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -26279790.000000 Penalty: 6092.816406
	Iteration 73F: 3 clusters Score -2.627979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (66109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Entering Unmasked Estep 
Score: -7827968.000000 Penalty: 2752.566895
	Iteration 0F: 2 clusters Score -7827968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -7783122.500000 Penalty: 5505.133789
	Iteration 0F: 3 clusters Score -7783122 nChanged 31116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -7800806.000000 Penalty: 5505.133789
	Iteration 1F: 3 clusters Score -7800806 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -7801441.000000 Penalty: 5505.133789
	Iteration 2Q: 3 clusters Score -7801441 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -7802110.000000 Penalty: 5505.133789
	Iteration 3Q: 3 clusters Score -7802110 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -7802928.000000 Penalty: 5505.133789
	Iteration 4Q: 3 clusters Score -7802928 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -7804142.500000 Penalty: 5505.133789
	Iteration 5Q: 3 clusters Score -7804142 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -7806187.000000 Penalty: 5505.133789
	Iteration 6F: 3 clusters Score -7806187 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -7809262.000000 Penalty: 5505.133789
	Iteration 7F: 3 clusters Score -7809262 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -7813478.500000 Penalty: 5505.133789
	Iteration 8F: 3 clusters Score -7813478 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -7818084.500000 Penalty: 5505.133789
	Iteration 9F: 3 clusters Score -7818084 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
Score: -7821684.000000 Penalty: 5505.133789
	Iteration 10F: 3 clusters Score -7821684 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -7823653.500000 Penalty: 5505.133789
	Iteration 11Q: 3 clusters Score -7823654 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 64623 members 
Entering Unmasked Estep 
Score: -7824632.000000 Penalty: 5505.133789
	Iteration 12Q: 3 clusters Score -7824632 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -7825089.000000 Penalty: 5505.133789
	Iteration 13Q: 3 clusters Score -7825089 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 65346 members 
Entering Unmasked Estep 
Score: -7825312.000000 Penalty: 5505.133789
	Iteration 14Q: 3 clusters Score -7825312 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -7825406.500000 Penalty: 5505.133789
	Iteration 15Q: 3 clusters Score -7825406 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -7825485.000000 Penalty: 5505.133789
	Iteration 16Q: 3 clusters Score -7825485 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -7825526.500000 Penalty: 5505.133789
	Iteration 17Q: 3 clusters Score -7825526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 65545 members 
Entering Unmasked Estep 
Score: -7825557.500000 Penalty: 5505.133789
	Iteration 18Q: 3 clusters Score -7825558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -7825586.500000 Penalty: 5505.133789
	Iteration 19Q: 3 clusters Score -7825586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 65591 members 
Entering Unmasked Estep 
Score: -7825605.000000 Penalty: 5505.133789
	Iteration 20F: 3 clusters Score -7825605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 65605 members 
Entering Unmasked Estep 
Score: -7825613.000000 Penalty: 5505.133789
	Iteration 21Q: 3 clusters Score -7825613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 65618 members 
Entering Unmasked Estep 
Score: -7825628.000000 Penalty: 5505.133789
	Iteration 22Q: 3 clusters Score -7825628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -7825641.500000 Penalty: 5505.133789
	Iteration 23Q: 3 clusters Score -7825642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -7825659.000000 Penalty: 5505.133789
	Iteration 24Q: 3 clusters Score -7825659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -7825653.000000 Penalty: 5505.133789
	Iteration 25Q: 3 clusters Score -7825653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
Score: -7825663.000000 Penalty: 5505.133789
	Iteration 26Q: 3 clusters Score -7825663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -7825671.500000 Penalty: 5505.133789
	Iteration 27Q: 3 clusters Score -7825672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -7825665.500000 Penalty: 5505.133789
	Iteration 28Q: 3 clusters Score -7825666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -7825670.500000 Penalty: 5505.133789
	Iteration 29Q: 3 clusters Score -7825670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
Score: -7825678.500000 Penalty: 5505.133789
	Iteration 30Q: 3 clusters Score -7825678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
Score: -7825678.500000 Penalty: 5505.133789
	Iteration 31F: 3 clusters Score -7825678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91829 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5962 members 
Mstep: Class 6 contains 62756 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 126811 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25293 members 
Mstep: Class 17 contains 226416 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36254 members 
Mstep: Class 23 contains 216188 members 
Mstep: Class 24 contains 66109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303464.000000 Penalty: 57676.941406
Iteration 159Q: 18 clusters Score -1.043035e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91851 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5962 members 
Mstep: Class 6 contains 62760 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 126655 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25307 members 
Mstep: Class 17 contains 226460 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36267 members 
Mstep: Class 23 contains 216246 members 
Mstep: Class 24 contains 66110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303512.000000 Penalty: 57676.941406
Iteration 160F: 18 clusters Score -1.043035e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91885 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5962 members 
Mstep: Class 6 contains 62766 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 126509 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25324 members 
Mstep: Class 17 contains 226496 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 216289 members 
Mstep: Class 24 contains 66109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303416.000000 Penalty: 57676.941406
Iteration 161Q: 18 clusters Score -1.043034e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91910 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5962 members 
Mstep: Class 6 contains 62771 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 126369 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25350 members 
Mstep: Class 17 contains 226511 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36284 members 
Mstep: Class 23 contains 216348 members 
Mstep: Class 24 contains 66113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303408.000000 Penalty: 57676.941406
Iteration 162Q: 18 clusters Score -1.043034e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91937 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5962 members 
Mstep: Class 6 contains 62786 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 126210 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25379 members 
Mstep: Class 17 contains 226533 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36286 members 
Mstep: Class 23 contains 216411 members 
Mstep: Class 24 contains 66114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303536.000000 Penalty: 57676.941406
Iteration 163Q: 18 clusters Score -1.043035e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91964 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5962 members 
Mstep: Class 6 contains 62795 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 126057 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25404 members 
Mstep: Class 17 contains 226551 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36291 members 
Mstep: Class 23 contains 216478 members 
Mstep: Class 24 contains 66116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303520.000000 Penalty: 57676.941406
Iteration 164Q: 18 clusters Score -1.043035e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 91983 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5962 members 
Mstep: Class 6 contains 62808 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 125900 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25420 members 
Mstep: Class 17 contains 226571 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36295 members 
Mstep: Class 23 contains 216547 members 
Mstep: Class 24 contains 66132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303424.000000 Penalty: 57676.941406
Iteration 165Q: 18 clusters Score -1.043034e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92005 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5962 members 
Mstep: Class 6 contains 62811 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 125729 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25450 members 
Mstep: Class 17 contains 226609 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36296 members 
Mstep: Class 23 contains 216610 members 
Mstep: Class 24 contains 66146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303528.000000 Penalty: 57676.941406
Iteration 166Q: 18 clusters Score -1.043035e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92034 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5962 members 
Mstep: Class 6 contains 62819 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 125559 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25479 members 
Mstep: Class 17 contains 226626 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36301 members 
Mstep: Class 23 contains 216686 members 
Mstep: Class 24 contains 66151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303576.000000 Penalty: 57676.941406
Iteration 167Q: 18 clusters Score -1.043036e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92060 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 6 contains 62830 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 125398 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25503 members 
Mstep: Class 17 contains 226644 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36295 members 
Mstep: Class 23 contains 216777 members 
Mstep: Class 24 contains 66147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303632.000000 Penalty: 57676.941406
Iteration 168Q: 18 clusters Score -1.043036e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92077 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 6 contains 62835 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 125224 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25527 members 
Mstep: Class 17 contains 226690 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36295 members 
Mstep: Class 23 contains 216859 members 
Mstep: Class 24 contains 66148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303696.000000 Penalty: 57676.941406
Iteration 169Q: 18 clusters Score -1.043037e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92096 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5964 members 
Mstep: Class 6 contains 62847 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 125059 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25555 members 
Mstep: Class 17 contains 226747 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 36293 members 
Mstep: Class 23 contains 216911 members 
Mstep: Class 24 contains 66147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303552.000000 Penalty: 57676.941406
Iteration 170Q: 18 clusters Score -1.043036e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92124 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5964 members 
Mstep: Class 6 contains 62847 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 124875 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25576 members 
Mstep: Class 17 contains 226825 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 36289 members 
Mstep: Class 23 contains 216981 members 
Mstep: Class 24 contains 66138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303656.000000 Penalty: 57676.941406
Iteration 171Q: 18 clusters Score -1.043037e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92140 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5964 members 
Mstep: Class 6 contains 62843 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 124698 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25595 members 
Mstep: Class 17 contains 226892 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 36285 members 
Mstep: Class 23 contains 217070 members 
Mstep: Class 24 contains 66132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303720.000000 Penalty: 57676.941406
Iteration 172Q: 18 clusters Score -1.043037e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92153 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5964 members 
Mstep: Class 6 contains 62854 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 124516 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25620 members 
Mstep: Class 17 contains 226936 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 36282 members 
Mstep: Class 23 contains 217165 members 
Mstep: Class 24 contains 66130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303632.000000 Penalty: 57676.941406
Iteration 173Q: 18 clusters Score -1.043036e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92172 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5964 members 
Mstep: Class 6 contains 62857 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 124353 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25631 members 
Mstep: Class 17 contains 226978 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 217261 members 
Mstep: Class 24 contains 66130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303712.000000 Penalty: 57676.941406
Iteration 174Q: 18 clusters Score -1.043037e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92194 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5964 members 
Mstep: Class 6 contains 62864 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 124211 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25644 members 
Mstep: Class 17 contains 226993 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 36265 members 
Mstep: Class 23 contains 217343 members 
Mstep: Class 24 contains 66143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303608.000000 Penalty: 57676.941406
Iteration 175Q: 18 clusters Score -1.043036e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92207 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5964 members 
Mstep: Class 6 contains 62865 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 124058 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 25659 members 
Mstep: Class 17 contains 227015 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 36253 members 
Mstep: Class 23 contains 217459 members 
Mstep: Class 24 contains 66142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303608.000000 Penalty: 57676.941406
Iteration 176Q: 18 clusters Score -1.043036e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92225 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5964 members 
Mstep: Class 6 contains 62871 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 123909 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25675 members 
Mstep: Class 17 contains 227045 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 36238 members 
Mstep: Class 23 contains 217555 members 
Mstep: Class 24 contains 66141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303512.000000 Penalty: 57676.941406
Iteration 177Q: 18 clusters Score -1.043035e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92252 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5964 members 
Mstep: Class 6 contains 62873 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 123762 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25686 members 
Mstep: Class 17 contains 227088 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 36227 members 
Mstep: Class 23 contains 217623 members 
Mstep: Class 24 contains 66148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303544.000000 Penalty: 57676.941406
Iteration 178Q: 18 clusters Score -1.043035e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92272 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5964 members 
Mstep: Class 6 contains 62875 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 123620 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25696 members 
Mstep: Class 17 contains 227163 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 36226 members 
Mstep: Class 23 contains 217653 members 
Mstep: Class 24 contains 66153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303384.000000 Penalty: 57676.941406
Iteration 179Q: 18 clusters Score -1.043034e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92300 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5965 members 
Mstep: Class 6 contains 62878 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 123482 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25711 members 
Mstep: Class 17 contains 227223 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 36220 members 
Mstep: Class 23 contains 217682 members 
Mstep: Class 24 contains 66159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303424.000000 Penalty: 57676.941406
Iteration 180F: 18 clusters Score -1.043034e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92323 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5967 members 
Mstep: Class 6 contains 62885 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 123329 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25728 members 
Mstep: Class 17 contains 227302 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 36215 members 
Mstep: Class 23 contains 217720 members 
Mstep: Class 24 contains 66151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303416.000000 Penalty: 57676.941406
Iteration 181Q: 18 clusters Score -1.043034e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92354 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 62892 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 123161 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25737 members 
Mstep: Class 17 contains 227403 members 
Mstep: Class 19 contains 3859 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 36209 members 
Mstep: Class 23 contains 217749 members 
Mstep: Class 24 contains 66146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303408.000000 Penalty: 57676.941406
Iteration 182Q: 18 clusters Score -1.043034e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92388 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 62898 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 123001 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25761 members 
Mstep: Class 17 contains 227498 members 
Mstep: Class 19 contains 3859 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 36194 members 
Mstep: Class 23 contains 217768 members 
Mstep: Class 24 contains 66143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303400.000000 Penalty: 57676.941406
Iteration 183Q: 18 clusters Score -1.043034e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92425 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5971 members 
Mstep: Class 6 contains 62902 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 122850 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25781 members 
Mstep: Class 17 contains 227561 members 
Mstep: Class 19 contains 3859 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 36186 members 
Mstep: Class 23 contains 217810 members 
Mstep: Class 24 contains 66134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303504.000000 Penalty: 57676.941406
Iteration 184Q: 18 clusters Score -1.043035e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92468 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5971 members 
Mstep: Class 6 contains 62901 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 122718 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25799 members 
Mstep: Class 17 contains 227592 members 
Mstep: Class 19 contains 3859 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36181 members 
Mstep: Class 23 contains 217857 members 
Mstep: Class 24 contains 66132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303544.000000 Penalty: 57676.941406
Iteration 185Q: 18 clusters Score -1.043035e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92495 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5972 members 
Mstep: Class 6 contains 62899 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 122603 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25819 members 
Mstep: Class 17 contains 227642 members 
Mstep: Class 19 contains 3859 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36175 members 
Mstep: Class 23 contains 217885 members 
Mstep: Class 24 contains 66129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303416.000000 Penalty: 57676.941406
Iteration 186Q: 18 clusters Score -1.043034e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92516 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5972 members 
Mstep: Class 6 contains 62899 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 122459 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25835 members 
Mstep: Class 17 contains 227712 members 
Mstep: Class 19 contains 3859 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36163 members 
Mstep: Class 23 contains 217933 members 
Mstep: Class 24 contains 66130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303488.000000 Penalty: 57676.941406
Iteration 187Q: 18 clusters Score -1.043035e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92539 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 62899 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 122313 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25847 members 
Mstep: Class 17 contains 227761 members 
Mstep: Class 19 contains 3859 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36151 members 
Mstep: Class 23 contains 218007 members 
Mstep: Class 24 contains 66129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303360.000000 Penalty: 57676.941406
Iteration 188Q: 18 clusters Score -1.043034e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92568 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 62895 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 122181 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25856 members 
Mstep: Class 17 contains 227798 members 
Mstep: Class 19 contains 3859 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36137 members 
Mstep: Class 23 contains 218086 members 
Mstep: Class 24 contains 66123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303488.000000 Penalty: 57676.941406
Iteration 189Q: 18 clusters Score -1.043035e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92599 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 62888 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 122055 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25868 members 
Mstep: Class 17 contains 227845 members 
Mstep: Class 19 contains 3859 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36110 members 
Mstep: Class 23 contains 218160 members 
Mstep: Class 24 contains 66119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303488.000000 Penalty: 57676.941406
Iteration 190Q: 18 clusters Score -1.043035e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92631 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 62885 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 121937 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25880 members 
Mstep: Class 17 contains 227888 members 
Mstep: Class 19 contains 3859 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36091 members 
Mstep: Class 23 contains 218220 members 
Mstep: Class 24 contains 66112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303480.000000 Penalty: 57676.941406
Iteration 191Q: 18 clusters Score -1.043035e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92660 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 62888 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 121813 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25885 members 
Mstep: Class 17 contains 227924 members 
Mstep: Class 19 contains 3859 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36074 members 
Mstep: Class 23 contains 218302 members 
Mstep: Class 24 contains 66098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303448.000000 Penalty: 57676.941406
Iteration 192Q: 18 clusters Score -1.043034e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92688 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 62889 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 121699 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25884 members 
Mstep: Class 17 contains 227971 members 
Mstep: Class 19 contains 3859 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36067 members 
Mstep: Class 23 contains 218358 members 
Mstep: Class 24 contains 66088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303344.000000 Penalty: 57676.941406
Iteration 193Q: 18 clusters Score -1.043033e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92713 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 62892 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 121585 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25886 members 
Mstep: Class 17 contains 228047 members 
Mstep: Class 19 contains 3858 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36051 members 
Mstep: Class 23 contains 218392 members 
Mstep: Class 24 contains 66079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303456.000000 Penalty: 57676.941406
Iteration 194Q: 18 clusters Score -1.043035e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92736 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 62897 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 121474 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25889 members 
Mstep: Class 17 contains 228110 members 
Mstep: Class 19 contains 3858 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36033 members 
Mstep: Class 23 contains 218429 members 
Mstep: Class 24 contains 66077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303480.000000 Penalty: 57676.941406
Iteration 195Q: 18 clusters Score -1.043035e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92767 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 62900 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 121361 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25895 members 
Mstep: Class 17 contains 228177 members 
Mstep: Class 19 contains 3858 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 36012 members 
Mstep: Class 23 contains 218463 members 
Mstep: Class 24 contains 66070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303448.000000 Penalty: 57676.941406
Iteration 196Q: 18 clusters Score -1.043034e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92790 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 62898 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 121260 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25898 members 
Mstep: Class 17 contains 228253 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 35996 members 
Mstep: Class 23 contains 218487 members 
Mstep: Class 24 contains 66061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303416.000000 Penalty: 57676.941406
Iteration 197Q: 18 clusters Score -1.043034e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92807 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 62904 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 121143 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25908 members 
Mstep: Class 17 contains 228331 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 35986 members 
Mstep: Class 23 contains 218514 members 
Mstep: Class 24 contains 66050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303432.000000 Penalty: 57676.941406
Iteration 198Q: 18 clusters Score -1.043034e+08 nChanged 230
Entering ConstructFrom: 
Score: -104303432.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (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: -50463.902344 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -50463.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49026.277344 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -49026.28 nChanged 127
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: -49240.761719 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -49240.76 nChanged 37
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: -49327.695312 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -49327.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49368.683594 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -49368.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -49431.554688 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -49431.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -49533.835938 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -49533.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -49610.941406 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -49610.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49719.507812 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -49719.51 nChanged 23
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: -49896.597656 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -49896.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -50013.664062 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -50013.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -50115.660156 Penalty: 3144.818115
	Iteration 10F: 3 clusters Score -50115.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -50199.398438 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -50199.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -50284.941406 Penalty: 3144.818115
	Iteration 12Q: 3 clusters Score -50284.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -50340.585938 Penalty: 3144.818115
	Iteration 13Q: 3 clusters Score -50340.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -50414.039062 Penalty: 3144.818115
	Iteration 14Q: 3 clusters Score -50414.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -50458.835938 Penalty: 3144.818115
	Iteration 15Q: 3 clusters Score -50458.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -50462.929688 Penalty: 3144.818115
	Iteration 16Q: 3 clusters Score -50462.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -50465.105469 Penalty: 3144.818115
	Iteration 17Q: 3 clusters Score -50465.11 nChanged 2
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: -50471.753906 Penalty: 3144.818115
	Iteration 18Q: 3 clusters Score -50471.75 nChanged 0
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: -50528.148438 Penalty: 3144.818115
	Iteration 19F: 3 clusters Score -50528.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -50831.960938 Penalty: 3144.818115
	Iteration 20F: 3 clusters Score -50831.96 nChanged 6
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: -50878.257812 Penalty: 3144.818115
	Iteration 21Q: 3 clusters Score -50878.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -50894.375000 Penalty: 3144.818115
	Iteration 22Q: 3 clusters Score -50894.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -50903.089844 Penalty: 3144.818115
	Iteration 23Q: 3 clusters Score -50903.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50909.960938 Penalty: 3144.818115
	Iteration 24Q: 3 clusters Score -50909.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -50913.425781 Penalty: 3144.818115
	Iteration 25Q: 3 clusters Score -50913.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -50913.425781 Penalty: 3144.818115
	Iteration 26F: 3 clusters Score -50913.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92831 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 62903 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 121036 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25913 members 
Mstep: Class 17 contains 228408 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 35968 members 
Mstep: Class 23 contains 218547 members 
Mstep: Class 24 contains 66037 members 
Entering Unmasked Estep 
Score: -104302056.000000 Penalty: 61069.699219
Splitting cluster 1 changes total score from -104303432.000000 to -104302056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -219069.796875 Penalty: 1886.999878
	Iteration 0F: 2 clusters Score -219069.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -216439.609375 Penalty: 3773.999756
	Iteration 0F: 3 clusters Score -216439.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -216891.843750 Penalty: 3773.999756
	Iteration 1F: 3 clusters Score -216891.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -217026.562500 Penalty: 3773.999756
	Iteration 2F: 3 clusters Score -217026.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -217101.984375 Penalty: 3773.999756
	Iteration 3Q: 3 clusters Score -217102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -217157.406250 Penalty: 3773.999756
	Iteration 4Q: 3 clusters Score -217157.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -217196.906250 Penalty: 3773.999756
	Iteration 5Q: 3 clusters Score -217196.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -217224.968750 Penalty: 3773.999756
	Iteration 6Q: 3 clusters Score -217225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -217252.953125 Penalty: 3773.999756
	Iteration 7Q: 3 clusters Score -217253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -217278.984375 Penalty: 3773.999756
	Iteration 8Q: 3 clusters Score -217279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -217307.000000 Penalty: 3773.999756
	Iteration 9Q: 3 clusters Score -217307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -217329.218750 Penalty: 3773.999756
	Iteration 10Q: 3 clusters Score -217329.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -217344.500000 Penalty: 3773.999756
	Iteration 11Q: 3 clusters Score -217344.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -217363.078125 Penalty: 3773.999756
	Iteration 12Q: 3 clusters Score -217363.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -217384.703125 Penalty: 3773.999756
	Iteration 13Q: 3 clusters Score -217384.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -217416.250000 Penalty: 3773.999756
	Iteration 14Q: 3 clusters Score -217416.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -217451.796875 Penalty: 3773.999756
	Iteration 15Q: 3 clusters Score -217451.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -217476.312500 Penalty: 3773.999756
	Iteration 16Q: 3 clusters Score -217476.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -217496.109375 Penalty: 3773.999756
	Iteration 17Q: 3 clusters Score -217496.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -217514.421875 Penalty: 3773.999756
	Iteration 18Q: 3 clusters Score -217514.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -217527.890625 Penalty: 3773.999756
	Iteration 19Q: 3 clusters Score -217527.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -217538.031250 Penalty: 3773.999756
	Iteration 20F: 3 clusters Score -217538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -217551.921875 Penalty: 3773.999756
	Iteration 21Q: 3 clusters Score -217551.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -217564.968750 Penalty: 3773.999756
	Iteration 22Q: 3 clusters Score -217565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -217584.765625 Penalty: 3773.999756
	Iteration 23Q: 3 clusters Score -217584.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -217596.218750 Penalty: 3773.999756
	Iteration 24Q: 3 clusters Score -217596.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -217607.578125 Penalty: 3773.999756
	Iteration 25Q: 3 clusters Score -217607.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -217615.734375 Penalty: 3773.999756
	Iteration 26Q: 3 clusters Score -217615.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -217622.281250 Penalty: 3773.999756
	Iteration 27Q: 3 clusters Score -217622.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -217625.140625 Penalty: 3773.999756
	Iteration 28Q: 3 clusters Score -217625.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -217627.859375 Penalty: 3773.999756
	Iteration 29Q: 3 clusters Score -217627.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -217631.437500 Penalty: 3773.999756
	Iteration 30Q: 3 clusters Score -217631.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -217633.531250 Penalty: 3773.999756
	Iteration 31Q: 3 clusters Score -217633.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -217636.859375 Penalty: 3773.999756
	Iteration 32Q: 3 clusters Score -217636.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -217643.828125 Penalty: 3773.999756
	Iteration 33Q: 3 clusters Score -217643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -217645.218750 Penalty: 3773.999756
	Iteration 34Q: 3 clusters Score -217645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -217647.390625 Penalty: 3773.999756
	Iteration 35Q: 3 clusters Score -217647.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -217650.640625 Penalty: 3773.999756
	Iteration 36Q: 3 clusters Score -217650.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -217652.468750 Penalty: 3773.999756
	Iteration 37Q: 3 clusters Score -217652.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -217655.062500 Penalty: 3773.999756
	Iteration 38Q: 3 clusters Score -217655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -217656.421875 Penalty: 3773.999756
	Iteration 39Q: 3 clusters Score -217656.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -217656.421875 Penalty: 3773.999756
	Iteration 40F: 3 clusters Score -217656.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (92831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92831 members 
Entering Unmasked Estep 
Score: -11369247.000000 Penalty: 2836.756836
	Iteration 0F: 2 clusters Score -1.136925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -11306931.000000 Penalty: 5673.513672
	Iteration 0F: 3 clusters Score -1.130693e+07 nChanged 43933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -11332180.000000 Penalty: 5673.513672
	Iteration 1F: 3 clusters Score -1.133218e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -11332995.000000 Penalty: 5673.513672
	Iteration 2Q: 3 clusters Score -1.1333e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -11334007.000000 Penalty: 5673.513672
	Iteration 3Q: 3 clusters Score -1.133401e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -11335865.000000 Penalty: 5673.513672
	Iteration 4Q: 3 clusters Score -1.133586e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -11338751.000000 Penalty: 5673.513672
	Iteration 5F: 3 clusters Score -1.133875e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -11343379.000000 Penalty: 5673.513672
	Iteration 6F: 3 clusters Score -1.134338e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -11349375.000000 Penalty: 5673.513672
	Iteration 7F: 3 clusters Score -1.134938e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -11355629.000000 Penalty: 5673.513672
	Iteration 8F: 3 clusters Score -1.135563e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73582 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -11360255.000000 Penalty: 5673.513672
	Iteration 9F: 3 clusters Score -1.136026e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75492 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -11362459.000000 Penalty: 5673.513672
	Iteration 10Q: 3 clusters Score -1.136246e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76778 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -11363374.000000 Penalty: 5673.513672
	Iteration 11Q: 3 clusters Score -1.136337e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77897 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -11363906.000000 Penalty: 5673.513672
	Iteration 12Q: 3 clusters Score -1.136391e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -11364226.000000 Penalty: 5673.513672
	Iteration 13Q: 3 clusters Score -1.136423e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79812 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -11364569.000000 Penalty: 5673.513672
	Iteration 14Q: 3 clusters Score -1.136457e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80633 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -11364818.000000 Penalty: 5673.513672
	Iteration 15Q: 3 clusters Score -1.136482e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81412 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -11365097.000000 Penalty: 5673.513672
	Iteration 16Q: 3 clusters Score -1.13651e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82161 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -11365359.000000 Penalty: 5673.513672
	Iteration 17Q: 3 clusters Score -1.136536e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82830 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -11365557.000000 Penalty: 5673.513672
	Iteration 18Q: 3 clusters Score -1.136556e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83472 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -11365775.000000 Penalty: 5673.513672
	Iteration 19Q: 3 clusters Score -1.136578e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84081 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -11365981.000000 Penalty: 5673.513672
	Iteration 20F: 3 clusters Score -1.136598e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -11366156.000000 Penalty: 5673.513672
	Iteration 21Q: 3 clusters Score -1.136616e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85110 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -11366259.000000 Penalty: 5673.513672
	Iteration 22Q: 3 clusters Score -1.136626e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85547 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -11366329.000000 Penalty: 5673.513672
	Iteration 23Q: 3 clusters Score -1.136633e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -11366412.000000 Penalty: 5673.513672
	Iteration 24Q: 3 clusters Score -1.136641e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86280 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -11366487.000000 Penalty: 5673.513672
	Iteration 25Q: 3 clusters Score -1.136649e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -11366603.000000 Penalty: 5673.513672
	Iteration 26Q: 3 clusters Score -1.13666e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86885 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -11366667.000000 Penalty: 5673.513672
	Iteration 27Q: 3 clusters Score -1.136667e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87172 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -11366758.000000 Penalty: 5673.513672
	Iteration 28Q: 3 clusters Score -1.136676e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87462 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -11366840.000000 Penalty: 5673.513672
	Iteration 29Q: 3 clusters Score -1.136684e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87702 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -11366880.000000 Penalty: 5673.513672
	Iteration 30Q: 3 clusters Score -1.136688e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87920 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -11366945.000000 Penalty: 5673.513672
	Iteration 31Q: 3 clusters Score -1.136694e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88104 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -11366986.000000 Penalty: 5673.513672
	Iteration 32Q: 3 clusters Score -1.136699e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88266 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -11366994.000000 Penalty: 5673.513672
	Iteration 33Q: 3 clusters Score -1.136699e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -11367024.000000 Penalty: 5673.513672
	Iteration 34Q: 3 clusters Score -1.136702e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88547 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -11367039.000000 Penalty: 5673.513672
	Iteration 35Q: 3 clusters Score -1.136704e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88672 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -11367050.000000 Penalty: 5673.513672
	Iteration 36Q: 3 clusters Score -1.136705e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -11367080.000000 Penalty: 5673.513672
	Iteration 37Q: 3 clusters Score -1.136708e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88884 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -11367108.000000 Penalty: 5673.513672
	Iteration 38Q: 3 clusters Score -1.136711e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88990 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -11367135.000000 Penalty: 5673.513672
	Iteration 39Q: 3 clusters Score -1.136714e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89082 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -11367157.000000 Penalty: 5673.513672
	Iteration 40F: 3 clusters Score -1.136716e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89171 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -11367163.000000 Penalty: 5673.513672
	Iteration 41Q: 3 clusters Score -1.136716e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89242 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -11367165.000000 Penalty: 5673.513672
	Iteration 42Q: 3 clusters Score -1.136716e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89331 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -11367183.000000 Penalty: 5673.513672
	Iteration 43Q: 3 clusters Score -1.136718e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -11367206.000000 Penalty: 5673.513672
	Iteration 44Q: 3 clusters Score -1.136721e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89454 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -11367229.000000 Penalty: 5673.513672
	Iteration 45Q: 3 clusters Score -1.136723e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89517 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -11367214.000000 Penalty: 5673.513672
	Iteration 46Q: 3 clusters Score -1.136721e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -11367236.000000 Penalty: 5673.513672
	Iteration 47Q: 3 clusters Score -1.136724e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -11367255.000000 Penalty: 5673.513672
	Iteration 48Q: 3 clusters Score -1.136726e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89685 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -11367282.000000 Penalty: 5673.513672
	Iteration 49Q: 3 clusters Score -1.136728e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89721 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -11367283.000000 Penalty: 5673.513672
	Iteration 50Q: 3 clusters Score -1.136728e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89758 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -11367268.000000 Penalty: 5673.513672
	Iteration 51Q: 3 clusters Score -1.136727e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89787 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -11367266.000000 Penalty: 5673.513672
	Iteration 52Q: 3 clusters Score -1.136727e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89818 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -11367288.000000 Penalty: 5673.513672
	Iteration 53Q: 3 clusters Score -1.136729e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89853 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -11367291.000000 Penalty: 5673.513672
	Iteration 54Q: 3 clusters Score -1.136729e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89881 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -11367304.000000 Penalty: 5673.513672
	Iteration 55Q: 3 clusters Score -1.13673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89901 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -11367298.000000 Penalty: 5673.513672
	Iteration 56Q: 3 clusters Score -1.13673e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89926 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -11367300.000000 Penalty: 5673.513672
	Iteration 57Q: 3 clusters Score -1.13673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -11367303.000000 Penalty: 5673.513672
	Iteration 58Q: 3 clusters Score -1.13673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89951 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -11367308.000000 Penalty: 5673.513672
	Iteration 59Q: 3 clusters Score -1.136731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89961 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -11367303.000000 Penalty: 5673.513672
	Iteration 60F: 3 clusters Score -1.13673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89973 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -11367315.000000 Penalty: 5673.513672
	Iteration 61Q: 3 clusters Score -1.136732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89990 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -11367313.000000 Penalty: 5673.513672
	Iteration 62Q: 3 clusters Score -1.136731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90003 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -11367319.000000 Penalty: 5673.513672
	Iteration 63Q: 3 clusters Score -1.136732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90013 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -11367313.000000 Penalty: 5673.513672
	Iteration 64Q: 3 clusters Score -1.136731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90019 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -11367312.000000 Penalty: 5673.513672
	Iteration 65Q: 3 clusters Score -1.136731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90022 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -11367307.000000 Penalty: 5673.513672
	Iteration 66Q: 3 clusters Score -1.136731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -11367311.000000 Penalty: 5673.513672
	Iteration 67Q: 3 clusters Score -1.136731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90030 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -11367317.000000 Penalty: 5673.513672
	Iteration 68Q: 3 clusters Score -1.136732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90031 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -11367314.000000 Penalty: 5673.513672
	Iteration 69Q: 3 clusters Score -1.136731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90035 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -11367322.000000 Penalty: 5673.513672
	Iteration 70Q: 3 clusters Score -1.136732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90036 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -11367318.000000 Penalty: 5673.513672
	Iteration 71Q: 3 clusters Score -1.136732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -11367313.000000 Penalty: 5673.513672
	Iteration 72Q: 3 clusters Score -1.136731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -11367313.000000 Penalty: 5673.513672
	Iteration 73F: 3 clusters Score -1.136731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -63200.835938 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -63200.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61664.558594 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -61664.56 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61964.976562 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -61964.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -62092.929688 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -62092.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62235.261719 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -62235.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -62287.429688 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -62287.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62325.593750 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -62325.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -62349.746094 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -62349.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -62385.035156 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -62385.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -62393.640625 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -62393.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -62398.843750 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -62398.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -62399.375000 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -62399.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -62403.593750 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -62403.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -62407.226562 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -62407.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -62407.226562 Penalty: 3199.433350
	Iteration 13F: 3 clusters Score -62407.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Entering Unmasked Estep 
Score: -694002.125000 Penalty: 2156.444092
	Iteration 0F: 2 clusters Score -694002.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -688875.500000 Penalty: 4312.888184
	Iteration 0F: 3 clusters Score -688875.5 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -690133.625000 Penalty: 4312.888184
	Iteration 1F: 3 clusters Score -690133.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -690444.750000 Penalty: 4312.888184
	Iteration 2F: 3 clusters Score -690444.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -690764.937500 Penalty: 4312.888184
	Iteration 3F: 3 clusters Score -690764.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -691053.875000 Penalty: 4312.888184
	Iteration 4F: 3 clusters Score -691053.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -691299.000000 Penalty: 4312.888184
	Iteration 5F: 3 clusters Score -691299 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -691483.312500 Penalty: 4312.888184
	Iteration 6Q: 3 clusters Score -691483.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -691639.000000 Penalty: 4312.888184
	Iteration 7Q: 3 clusters Score -691639 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -691802.937500 Penalty: 4312.888184
	Iteration 8Q: 3 clusters Score -691802.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -691971.062500 Penalty: 4312.888184
	Iteration 9Q: 3 clusters Score -691971.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -692101.437500 Penalty: 4312.888184
	Iteration 10Q: 3 clusters Score -692101.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -692204.687500 Penalty: 4312.888184
	Iteration 11Q: 3 clusters Score -692204.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -692293.625000 Penalty: 4312.888184
	Iteration 12Q: 3 clusters Score -692293.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -692350.937500 Penalty: 4312.888184
	Iteration 13Q: 3 clusters Score -692350.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -692401.250000 Penalty: 4312.888184
	Iteration 14Q: 3 clusters Score -692401.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -692432.000000 Penalty: 4312.888184
	Iteration 15Q: 3 clusters Score -692432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -692453.750000 Penalty: 4312.888184
	Iteration 16Q: 3 clusters Score -692453.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -692474.312500 Penalty: 4312.888184
	Iteration 17Q: 3 clusters Score -692474.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -692496.062500 Penalty: 4312.888184
	Iteration 18Q: 3 clusters Score -692496.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -692511.312500 Penalty: 4312.888184
	Iteration 19Q: 3 clusters Score -692511.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -692519.687500 Penalty: 4312.888184
	Iteration 20F: 3 clusters Score -692519.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -692527.875000 Penalty: 4312.888184
	Iteration 21Q: 3 clusters Score -692527.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -692535.750000 Penalty: 4312.888184
	Iteration 22Q: 3 clusters Score -692535.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -692543.125000 Penalty: 4312.888184
	Iteration 23Q: 3 clusters Score -692543.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -692550.750000 Penalty: 4312.888184
	Iteration 24Q: 3 clusters Score -692550.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -692558.187500 Penalty: 4312.888184
	Iteration 25Q: 3 clusters Score -692558.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -692563.250000 Penalty: 4312.888184
	Iteration 26Q: 3 clusters Score -692563.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -692563.875000 Penalty: 4312.888184
	Iteration 27Q: 3 clusters Score -692563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -692564.562500 Penalty: 4312.888184
	Iteration 28Q: 3 clusters Score -692564.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -692564.562500 Penalty: 4312.888184
	Iteration 29F: 3 clusters Score -692564.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Entering Unmasked Estep 
Score: -7719342.500000 Penalty: 2740.238525
	Iteration 0F: 2 clusters Score -7719342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -7677114.000000 Penalty: 5480.477051
	Iteration 0F: 3 clusters Score -7677114 nChanged 29350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -7693708.000000 Penalty: 5480.477051
	Iteration 1F: 3 clusters Score -7693708 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -7694582.000000 Penalty: 5480.477051
	Iteration 2Q: 3 clusters Score -7694582 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -7695710.500000 Penalty: 5480.477051
	Iteration 3Q: 3 clusters Score -7695710 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -7697122.500000 Penalty: 5480.477051
	Iteration 4Q: 3 clusters Score -7697122 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -7698900.500000 Penalty: 5480.477051
	Iteration 5Q: 3 clusters Score -7698900 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -7701100.000000 Penalty: 5480.477051
	Iteration 6F: 3 clusters Score -7701100 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -7703639.500000 Penalty: 5480.477051
	Iteration 7F: 3 clusters Score -7703640 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -7706168.000000 Penalty: 5480.477051
	Iteration 8F: 3 clusters Score -7706168 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -7708401.500000 Penalty: 5480.477051
	Iteration 9Q: 3 clusters Score -7708402 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -7710135.500000 Penalty: 5480.477051
	Iteration 10Q: 3 clusters Score -7710136 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -7711279.500000 Penalty: 5480.477051
	Iteration 11Q: 3 clusters Score -7711280 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -7712109.500000 Penalty: 5480.477051
	Iteration 12Q: 3 clusters Score -7712110 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -7712751.500000 Penalty: 5480.477051
	Iteration 13Q: 3 clusters Score -7712752 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -7713235.500000 Penalty: 5480.477051
	Iteration 14Q: 3 clusters Score -7713236 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -7713650.500000 Penalty: 5480.477051
	Iteration 15Q: 3 clusters Score -7713650 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -7714038.000000 Penalty: 5480.477051
	Iteration 16Q: 3 clusters Score -7714038 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -7714383.500000 Penalty: 5480.477051
	Iteration 17Q: 3 clusters Score -7714384 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -7714710.000000 Penalty: 5480.477051
	Iteration 18Q: 3 clusters Score -7714710 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 57506 members 
Entering Unmasked Estep 
Score: -7714991.500000 Penalty: 5480.477051
	Iteration 19Q: 3 clusters Score -7714992 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -7715282.500000 Penalty: 5480.477051
	Iteration 20F: 3 clusters Score -7715282 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 58699 members 
Entering Unmasked Estep 
Score: -7715546.000000 Penalty: 5480.477051
	Iteration 21Q: 3 clusters Score -7715546 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -7715808.000000 Penalty: 5480.477051
	Iteration 22Q: 3 clusters Score -7715808 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -7715996.500000 Penalty: 5480.477051
	Iteration 23Q: 3 clusters Score -7715996 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 60041 members 
Entering Unmasked Estep 
Score: -7716193.500000 Penalty: 5480.477051
	Iteration 24Q: 3 clusters Score -7716194 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -7716372.500000 Penalty: 5480.477051
	Iteration 25Q: 3 clusters Score -7716372 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -7716515.000000 Penalty: 5480.477051
	Iteration 26Q: 3 clusters Score -7716515 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -7716608.000000 Penalty: 5480.477051
	Iteration 27Q: 3 clusters Score -7716608 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 61028 members 
Entering Unmasked Estep 
Score: -7716685.500000 Penalty: 5480.477051
	Iteration 28Q: 3 clusters Score -7716686 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 61187 members 
Entering Unmasked Estep 
Score: -7716740.500000 Penalty: 5480.477051
	Iteration 29Q: 3 clusters Score -7716740 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -7716809.500000 Penalty: 5480.477051
	Iteration 30Q: 3 clusters Score -7716810 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 61421 members 
Entering Unmasked Estep 
Score: -7716850.000000 Penalty: 5480.477051
	Iteration 31Q: 3 clusters Score -7716850 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -7716890.500000 Penalty: 5480.477051
	Iteration 32Q: 3 clusters Score -7716890 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -7716920.000000 Penalty: 5480.477051
	Iteration 33Q: 3 clusters Score -7716920 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -7716941.000000 Penalty: 5480.477051
	Iteration 34Q: 3 clusters Score -7716941 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -7716974.500000 Penalty: 5480.477051
	Iteration 35Q: 3 clusters Score -7716974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 61717 members 
Entering Unmasked Estep 
Score: -7716993.000000 Penalty: 5480.477051
	Iteration 36Q: 3 clusters Score -7716993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -7717018.500000 Penalty: 5480.477051
	Iteration 37Q: 3 clusters Score -7717018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 61774 members 
Entering Unmasked Estep 
Score: -7717021.000000 Penalty: 5480.477051
	Iteration 38Q: 3 clusters Score -7717021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 61797 members 
Entering Unmasked Estep 
Score: -7717028.000000 Penalty: 5480.477051
	Iteration 39Q: 3 clusters Score -7717028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -7717041.000000 Penalty: 5480.477051
	Iteration 40F: 3 clusters Score -7717041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 61840 members 
Entering Unmasked Estep 
Score: -7717054.500000 Penalty: 5480.477051
	Iteration 41Q: 3 clusters Score -7717054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -7717051.000000 Penalty: 5480.477051
	Iteration 42Q: 3 clusters Score -7717051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -7717059.500000 Penalty: 5480.477051
	Iteration 43Q: 3 clusters Score -7717060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 61875 members 
Entering Unmasked Estep 
Score: -7717072.000000 Penalty: 5480.477051
	Iteration 44Q: 3 clusters Score -7717072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -7717076.000000 Penalty: 5480.477051
	Iteration 45Q: 3 clusters Score -7717076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -7717075.500000 Penalty: 5480.477051
	Iteration 46Q: 3 clusters Score -7717076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -7717077.500000 Penalty: 5480.477051
	Iteration 47Q: 3 clusters Score -7717078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 61902 members 
Entering Unmasked Estep 
Score: -7717086.000000 Penalty: 5480.477051
	Iteration 48Q: 3 clusters Score -7717086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -7717092.000000 Penalty: 5480.477051
	Iteration 49Q: 3 clusters Score -7717092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
Score: -7717092.500000 Penalty: 5480.477051
	Iteration 50Q: 3 clusters Score -7717092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
Score: -7717092.500000 Penalty: 5480.477051
	Iteration 51F: 3 clusters Score -7717092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -109965.218750 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -109965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -108101.398438 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -108101.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -108478.320312 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -108478.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -108690.109375 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -108690.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -109219.968750 Penalty: 3485.107666
	Iteration 3F: 3 clusters Score -109220 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -109873.179688 Penalty: 3485.107666
	Iteration 4F: 3 clusters Score -109873.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -110242.250000 Penalty: 3485.107666
	Iteration 5F: 3 clusters Score -110242.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -110425.046875 Penalty: 3485.107666
	Iteration 6F: 3 clusters Score -110425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -110542.632812 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -110542.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -110599.093750 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -110599.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -110607.796875 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -110607.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -110612.375000 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -110612.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -110617.242188 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -110617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -110619.062500 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -110619.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -110619.062500 Penalty: 3485.107666
	Iteration 13F: 3 clusters Score -110619.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92831 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 62903 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 121036 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25913 members 
Mstep: Class 17 contains 228408 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 35968 members 
Mstep: Class 23 contains 218547 members 
Mstep: Class 24 contains 66037 members 
Entering Unmasked Estep 
Score: -104302368.000000 Penalty: 61069.699219
Splitting cluster 8 changes total score from -104303432.000000 to -104302368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -75298.390625 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -75298.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -73553.648438 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -73553.65 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73826.835938 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -73826.84 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -73938.250000 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -73938.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -74011.640625 Penalty: 3294.673340
	Iteration 3Q: 3 clusters Score -74011.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -74048.570312 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -74048.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74101.851562 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -74101.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -74140.015625 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -74140.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -74163.796875 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -74163.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -74184.507812 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -74184.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -74198.296875 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -74198.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74204.648438 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -74204.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -74213.398438 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -74213.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -74222.726562 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -74222.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74226.500000 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -74226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -74227.593750 Penalty: 3294.673340
	Iteration 14Q: 3 clusters Score -74227.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74229.718750 Penalty: 3294.673340
	Iteration 15Q: 3 clusters Score -74229.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74229.718750 Penalty: 3294.673340
	Iteration 16F: 3 clusters Score -74229.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (121036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121036 members 
Entering Unmasked Estep 
Score: -14818936.000000 Penalty: 2902.552979
	Iteration 0F: 2 clusters Score -1.481894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -14737904.000000 Penalty: 5805.105957
	Iteration 0F: 3 clusters Score -1.47379e+07 nChanged 57421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -14770592.000000 Penalty: 5805.105957
	Iteration 1F: 3 clusters Score -1.477059e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -14771653.000000 Penalty: 5805.105957
	Iteration 2Q: 3 clusters Score -1.477165e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68376 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -14773312.000000 Penalty: 5805.105957
	Iteration 3Q: 3 clusters Score -1.477331e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -14776008.000000 Penalty: 5805.105957
	Iteration 4Q: 3 clusters Score -1.477601e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78074 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -14780034.000000 Penalty: 5805.105957
	Iteration 5F: 3 clusters Score -1.478003e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85009 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -14785612.000000 Penalty: 5805.105957
	Iteration 6F: 3 clusters Score -1.478561e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92915 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -14792695.000000 Penalty: 5805.105957
	Iteration 7F: 3 clusters Score -1.47927e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100644 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -14799964.000000 Penalty: 5805.105957
	Iteration 8F: 3 clusters Score -1.479996e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107076 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -14805859.000000 Penalty: 5805.105957
	Iteration 9F: 3 clusters Score -1.480586e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111598 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -14809953.000000 Penalty: 5805.105957
	Iteration 10Q: 3 clusters Score -1.480995e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114609 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -14812489.000000 Penalty: 5805.105957
	Iteration 11Q: 3 clusters Score -1.481249e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116482 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -14813924.000000 Penalty: 5805.105957
	Iteration 12Q: 3 clusters Score -1.481392e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117666 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -14814827.000000 Penalty: 5805.105957
	Iteration 13Q: 3 clusters Score -1.481483e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118464 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -14815394.000000 Penalty: 5805.105957
	Iteration 14Q: 3 clusters Score -1.481539e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119020 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -14815727.000000 Penalty: 5805.105957
	Iteration 15Q: 3 clusters Score -1.481573e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119412 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -14815951.000000 Penalty: 5805.105957
	Iteration 16Q: 3 clusters Score -1.481595e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119658 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -14816122.000000 Penalty: 5805.105957
	Iteration 17Q: 3 clusters Score -1.481612e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119813 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -14816209.000000 Penalty: 5805.105957
	Iteration 18Q: 3 clusters Score -1.481621e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119930 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -14816306.000000 Penalty: 5805.105957
	Iteration 19Q: 3 clusters Score -1.481631e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120018 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -14816367.000000 Penalty: 5805.105957
	Iteration 20F: 3 clusters Score -1.481637e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120074 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -14816415.000000 Penalty: 5805.105957
	Iteration 21Q: 3 clusters Score -1.481642e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120118 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -14816461.000000 Penalty: 5805.105957
	Iteration 22Q: 3 clusters Score -1.481646e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120151 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -14816481.000000 Penalty: 5805.105957
	Iteration 23Q: 3 clusters Score -1.481648e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120182 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -14816486.000000 Penalty: 5805.105957
	Iteration 24Q: 3 clusters Score -1.481649e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120199 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -14816502.000000 Penalty: 5805.105957
	Iteration 25Q: 3 clusters Score -1.48165e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120211 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -14816506.000000 Penalty: 5805.105957
	Iteration 26Q: 3 clusters Score -1.481651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120224 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -14816514.000000 Penalty: 5805.105957
	Iteration 27Q: 3 clusters Score -1.481651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120232 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -14816517.000000 Penalty: 5805.105957
	Iteration 28Q: 3 clusters Score -1.481652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120235 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -14816521.000000 Penalty: 5805.105957
	Iteration 29Q: 3 clusters Score -1.481652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120234 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -14816526.000000 Penalty: 5805.105957
	Iteration 30Q: 3 clusters Score -1.481653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120236 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -14816525.000000 Penalty: 5805.105957
	Iteration 31Q: 3 clusters Score -1.481652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120239 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -14816532.000000 Penalty: 5805.105957
	Iteration 32Q: 3 clusters Score -1.481653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120240 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -14816531.000000 Penalty: 5805.105957
	Iteration 33Q: 3 clusters Score -1.481653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120242 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -14816530.000000 Penalty: 5805.105957
	Iteration 34Q: 3 clusters Score -1.481653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120243 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -14816535.000000 Penalty: 5805.105957
	Iteration 35Q: 3 clusters Score -1.481654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120244 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -14816539.000000 Penalty: 5805.105957
	Iteration 36Q: 3 clusters Score -1.481654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120244 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -14816539.000000 Penalty: 5805.105957
	Iteration 37F: 3 clusters Score -1.481654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -294046.531250 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -294046.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -290985.468750 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -290985.5 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -291560.781250 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -291560.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -291683.343750 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -291683.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -291747.500000 Penalty: 3917.059082
	Iteration 3Q: 3 clusters Score -291747.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -291793.343750 Penalty: 3917.059082
	Iteration 4Q: 3 clusters Score -291793.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -291830.562500 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -291830.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -291862.375000 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -291862.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -291886.781250 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -291886.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -291910.750000 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -291910.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -291927.593750 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -291927.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -291937.687500 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -291937.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -291953.531250 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -291953.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -291967.406250 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -291967.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -291977.531250 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -291977.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -291991.187500 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -291991.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -292001.000000 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -292001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -292011.312500 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -292011.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -292016.531250 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -292016.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -292019.468750 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -292019.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -292023.937500 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -292023.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -292029.750000 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -292029.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -292036.031250 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -292036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -292041.437500 Penalty: 3917.059082
	Iteration 22Q: 3 clusters Score -292041.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -292044.218750 Penalty: 3917.059082
	Iteration 23Q: 3 clusters Score -292044.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -292046.656250 Penalty: 3917.059082
	Iteration 24Q: 3 clusters Score -292046.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -292047.843750 Penalty: 3917.059082
	Iteration 25Q: 3 clusters Score -292047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -292048.875000 Penalty: 3917.059082
	Iteration 26Q: 3 clusters Score -292048.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -292049.500000 Penalty: 3917.059082
	Iteration 27Q: 3 clusters Score -292049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -292049.312500 Penalty: 3917.059082
	Iteration 28Q: 3 clusters Score -292049.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -292049.312500 Penalty: 3917.059082
	Iteration 29F: 3 clusters Score -292049.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Entering Unmasked Estep 
Score: -3185618.250000 Penalty: 2520.300049
	Iteration 0F: 2 clusters Score -3185618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3167701.250000 Penalty: 5040.600098
	Iteration 0F: 3 clusters Score -3167701 nChanged 11620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3173848.250000 Penalty: 5040.600098
	Iteration 1F: 3 clusters Score -3173848 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3174298.750000 Penalty: 5040.600098
	Iteration 2Q: 3 clusters Score -3174299 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -3174766.750000 Penalty: 5040.600098
	Iteration 3Q: 3 clusters Score -3174767 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3175347.000000 Penalty: 5040.600098
	Iteration 4Q: 3 clusters Score -3175347 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -3176158.000000 Penalty: 5040.600098
	Iteration 5F: 3 clusters Score -3176158 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -3177321.500000 Penalty: 5040.600098
	Iteration 6F: 3 clusters Score -3177322 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -3179024.750000 Penalty: 5040.600098
	Iteration 7F: 3 clusters Score -3179025 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3180804.000000 Penalty: 5040.600098
	Iteration 8F: 3 clusters Score -3180804 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3182225.250000 Penalty: 5040.600098
	Iteration 9F: 3 clusters Score -3182225 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -3183053.000000 Penalty: 5040.600098
	Iteration 10Q: 3 clusters Score -3183053 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -3183461.500000 Penalty: 5040.600098
	Iteration 11Q: 3 clusters Score -3183462 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -3183634.500000 Penalty: 5040.600098
	Iteration 12Q: 3 clusters Score -3183634 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3183728.750000 Penalty: 5040.600098
	Iteration 13Q: 3 clusters Score -3183729 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3183761.250000 Penalty: 5040.600098
	Iteration 14Q: 3 clusters Score -3183761 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3183780.250000 Penalty: 5040.600098
	Iteration 15Q: 3 clusters Score -3183780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -3183802.500000 Penalty: 5040.600098
	Iteration 16Q: 3 clusters Score -3183802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -3183813.000000 Penalty: 5040.600098
	Iteration 17Q: 3 clusters Score -3183813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -3183815.750000 Penalty: 5040.600098
	Iteration 18Q: 3 clusters Score -3183816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3183823.500000 Penalty: 5040.600098
	Iteration 19Q: 3 clusters Score -3183824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -3183824.500000 Penalty: 5040.600098
	Iteration 20F: 3 clusters Score -3183824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3183822.750000 Penalty: 5040.600098
	Iteration 21Q: 3 clusters Score -3183823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -3183825.750000 Penalty: 5040.600098
	Iteration 22Q: 3 clusters Score -3183826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -3183826.250000 Penalty: 5040.600098
	Iteration 23Q: 3 clusters Score -3183826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -3183823.500000 Penalty: 5040.600098
	Iteration 24Q: 3 clusters Score -3183824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -3183824.750000 Penalty: 5040.600098
	Iteration 25Q: 3 clusters Score -3183825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -3183832.750000 Penalty: 5040.600098
	Iteration 26Q: 3 clusters Score -3183833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -3183833.000000 Penalty: 5040.600098
	Iteration 27Q: 3 clusters Score -3183833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -3183834.750000 Penalty: 5040.600098
	Iteration 28Q: 3 clusters Score -3183835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3183837.000000 Penalty: 5040.600098
	Iteration 29Q: 3 clusters Score -3183837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -3183843.500000 Penalty: 5040.600098
	Iteration 30Q: 3 clusters Score -3183844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -3183846.250000 Penalty: 5040.600098
	Iteration 31Q: 3 clusters Score -3183846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3183845.000000 Penalty: 5040.600098
	Iteration 32Q: 3 clusters Score -3183845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -3183848.000000 Penalty: 5040.600098
	Iteration 33Q: 3 clusters Score -3183848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -3183843.750000 Penalty: 5040.600098
	Iteration 34Q: 3 clusters Score -3183844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -3183846.250000 Penalty: 5040.600098
	Iteration 35Q: 3 clusters Score -3183846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3183846.250000 Penalty: 5040.600098
	Iteration 36Q: 3 clusters Score -3183846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3183846.250000 Penalty: 5040.600098
	Iteration 37F: 3 clusters Score -3183846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (228408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228408 members 
Entering Unmasked Estep 
Score: -27698800.000000 Penalty: 3060.044434
	Iteration 0F: 2 clusters Score -2.76988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114040 members 
Mstep: Class 2 contains 114368 members 
Entering Unmasked Estep 
Score: -27551912.000000 Penalty: 6120.088867
	Iteration 0F: 3 clusters Score -2.755191e+07 nChanged 110126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111950 members 
Mstep: Class 2 contains 116458 members 
Entering Unmasked Estep 
Score: -27617060.000000 Penalty: 6120.088867
	Iteration 1F: 3 clusters Score -2.761706e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110513 members 
Mstep: Class 2 contains 117895 members 
Entering Unmasked Estep 
Score: -27618030.000000 Penalty: 6120.088867
	Iteration 2Q: 3 clusters Score -2.761803e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108220 members 
Mstep: Class 2 contains 120188 members 
Entering Unmasked Estep 
Score: -27619072.000000 Penalty: 6120.088867
	Iteration 3Q: 3 clusters Score -2.761907e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104589 members 
Mstep: Class 2 contains 123819 members 
Entering Unmasked Estep 
Score: -27620742.000000 Penalty: 6120.088867
	Iteration 4Q: 3 clusters Score -2.762074e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99119 members 
Mstep: Class 2 contains 129289 members 
Entering Unmasked Estep 
Score: -27623474.000000 Penalty: 6120.088867
	Iteration 5Q: 3 clusters Score -2.762347e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91220 members 
Mstep: Class 2 contains 137188 members 
Entering Unmasked Estep 
Score: -27628028.000000 Penalty: 6120.088867
	Iteration 6Q: 3 clusters Score -2.762803e+07 nChanged 12998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79946 members 
Mstep: Class 2 contains 148462 members 
Entering Unmasked Estep 
Score: -27635238.000000 Penalty: 6120.088867
	Iteration 7F: 3 clusters Score -2.763524e+07 nChanged 16385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 163295 members 
Entering Unmasked Estep 
Score: -27646458.000000 Penalty: 6120.088867
	Iteration 8F: 3 clusters Score -2.764646e+07 nChanged 18213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 180192 members 
Entering Unmasked Estep 
Score: -27660928.000000 Penalty: 6120.088867
	Iteration 9F: 3 clusters Score -2.766093e+07 nChanged 16277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 195473 members 
Entering Unmasked Estep 
Score: -27675216.000000 Penalty: 6120.088867
	Iteration 10F: 3 clusters Score -2.767522e+07 nChanged 11539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 206296 members 
Entering Unmasked Estep 
Score: -27686086.000000 Penalty: 6120.088867
	Iteration 11F: 3 clusters Score -2.768609e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 212212 members 
Entering Unmasked Estep 
Score: -27692110.000000 Penalty: 6120.088867
	Iteration 12Q: 3 clusters Score -2.769211e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 215125 members 
Entering Unmasked Estep 
Score: -27694418.000000 Penalty: 6120.088867
	Iteration 13Q: 3 clusters Score -2.769442e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 216969 members 
Entering Unmasked Estep 
Score: -27695520.000000 Penalty: 6120.088867
	Iteration 14Q: 3 clusters Score -2.769552e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 218377 members 
Entering Unmasked Estep 
Score: -27696152.000000 Penalty: 6120.088867
	Iteration 15Q: 3 clusters Score -2.769615e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 219549 members 
Entering Unmasked Estep 
Score: -27696452.000000 Penalty: 6120.088867
	Iteration 16Q: 3 clusters Score -2.769645e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 220609 members 
Entering Unmasked Estep 
Score: -27696704.000000 Penalty: 6120.088867
	Iteration 17Q: 3 clusters Score -2.76967e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 221448 members 
Entering Unmasked Estep 
Score: -27696884.000000 Penalty: 6120.088867
	Iteration 18Q: 3 clusters Score -2.769688e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 222137 members 
Entering Unmasked Estep 
Score: -27696956.000000 Penalty: 6120.088867
	Iteration 19Q: 3 clusters Score -2.769696e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 222686 members 
Entering Unmasked Estep 
Score: -27696984.000000 Penalty: 6120.088867
	Iteration 20F: 3 clusters Score -2.769698e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 223154 members 
Entering Unmasked Estep 
Score: -27696990.000000 Penalty: 6120.088867
	Iteration 21Q: 3 clusters Score -2.769699e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 223577 members 
Entering Unmasked Estep 
Score: -27697028.000000 Penalty: 6120.088867
	Iteration 22Q: 3 clusters Score -2.769703e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 223963 members 
Entering Unmasked Estep 
Score: -27697082.000000 Penalty: 6120.088867
	Iteration 23Q: 3 clusters Score -2.769708e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 224293 members 
Entering Unmasked Estep 
Score: -27697122.000000 Penalty: 6120.088867
	Iteration 24Q: 3 clusters Score -2.769712e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 224566 members 
Entering Unmasked Estep 
Score: -27697156.000000 Penalty: 6120.088867
	Iteration 25Q: 3 clusters Score -2.769716e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 224777 members 
Entering Unmasked Estep 
Score: -27697116.000000 Penalty: 6120.088867
	Iteration 26Q: 3 clusters Score -2.769712e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 224952 members 
Entering Unmasked Estep 
Score: -27697152.000000 Penalty: 6120.088867
	Iteration 27Q: 3 clusters Score -2.769715e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 225111 members 
Entering Unmasked Estep 
Score: -27697098.000000 Penalty: 6120.088867
	Iteration 28Q: 3 clusters Score -2.76971e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 225245 members 
Entering Unmasked Estep 
Score: -27697164.000000 Penalty: 6120.088867
	Iteration 29Q: 3 clusters Score -2.769716e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 225361 members 
Entering Unmasked Estep 
Score: -27697132.000000 Penalty: 6120.088867
	Iteration 30Q: 3 clusters Score -2.769713e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 225469 members 
Entering Unmasked Estep 
Score: -27697146.000000 Penalty: 6120.088867
	Iteration 31Q: 3 clusters Score -2.769715e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 225572 members 
Entering Unmasked Estep 
Score: -27697158.000000 Penalty: 6120.088867
	Iteration 32Q: 3 clusters Score -2.769716e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 225666 members 
Entering Unmasked Estep 
Score: -27697154.000000 Penalty: 6120.088867
	Iteration 33Q: 3 clusters Score -2.769715e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 225762 members 
Entering Unmasked Estep 
Score: -27697154.000000 Penalty: 6120.088867
	Iteration 34Q: 3 clusters Score -2.769715e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 225844 members 
Entering Unmasked Estep 
Score: -27697178.000000 Penalty: 6120.088867
	Iteration 35Q: 3 clusters Score -2.769718e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 225902 members 
Entering Unmasked Estep 
Score: -27697192.000000 Penalty: 6120.088867
	Iteration 36Q: 3 clusters Score -2.769719e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 225949 members 
Entering Unmasked Estep 
Score: -27697204.000000 Penalty: 6120.088867
	Iteration 37Q: 3 clusters Score -2.76972e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 225986 members 
Entering Unmasked Estep 
Score: -27697184.000000 Penalty: 6120.088867
	Iteration 38Q: 3 clusters Score -2.769718e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 226022 members 
Entering Unmasked Estep 
Score: -27697172.000000 Penalty: 6120.088867
	Iteration 39Q: 3 clusters Score -2.769717e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 226054 members 
Entering Unmasked Estep 
Score: -27697186.000000 Penalty: 6120.088867
	Iteration 40F: 3 clusters Score -2.769719e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 226090 members 
Entering Unmasked Estep 
Score: -27697204.000000 Penalty: 6120.088867
	Iteration 41Q: 3 clusters Score -2.76972e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 226124 members 
Entering Unmasked Estep 
Score: -27697208.000000 Penalty: 6120.088867
	Iteration 42Q: 3 clusters Score -2.769721e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 226157 members 
Entering Unmasked Estep 
Score: -27697162.000000 Penalty: 6120.088867
	Iteration 43Q: 3 clusters Score -2.769716e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 226184 members 
Entering Unmasked Estep 
Score: -27697154.000000 Penalty: 6120.088867
	Iteration 44Q: 3 clusters Score -2.769715e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 226217 members 
Entering Unmasked Estep 
Score: -27697132.000000 Penalty: 6120.088867
	Iteration 45Q: 3 clusters Score -2.769713e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 226241 members 
Entering Unmasked Estep 
Score: -27697142.000000 Penalty: 6120.088867
	Iteration 46Q: 3 clusters Score -2.769714e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 226270 members 
Entering Unmasked Estep 
Score: -27697144.000000 Penalty: 6120.088867
	Iteration 47Q: 3 clusters Score -2.769714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 226293 members 
Entering Unmasked Estep 
Score: -27697146.000000 Penalty: 6120.088867
	Iteration 48Q: 3 clusters Score -2.769715e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 226306 members 
Entering Unmasked Estep 
Score: -27697150.000000 Penalty: 6120.088867
	Iteration 49Q: 3 clusters Score -2.769715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 226318 members 
Entering Unmasked Estep 
Score: -27697154.000000 Penalty: 6120.088867
	Iteration 50Q: 3 clusters Score -2.769715e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 226331 members 
Entering Unmasked Estep 
Score: -27697156.000000 Penalty: 6120.088867
	Iteration 51Q: 3 clusters Score -2.769716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 226338 members 
Entering Unmasked Estep 
Score: -27697168.000000 Penalty: 6120.088867
	Iteration 52Q: 3 clusters Score -2.769717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 226342 members 
Entering Unmasked Estep 
Score: -27697180.000000 Penalty: 6120.088867
	Iteration 53Q: 3 clusters Score -2.769718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 226345 members 
Entering Unmasked Estep 
Score: -27697182.000000 Penalty: 6120.088867
	Iteration 54Q: 3 clusters Score -2.769718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 226349 members 
Entering Unmasked Estep 
Score: -27697172.000000 Penalty: 6120.088867
	Iteration 55Q: 3 clusters Score -2.769717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 226353 members 
Entering Unmasked Estep 
Score: -27697182.000000 Penalty: 6120.088867
	Iteration 56Q: 3 clusters Score -2.769718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 226356 members 
Entering Unmasked Estep 
Score: -27697192.000000 Penalty: 6120.088867
	Iteration 57Q: 3 clusters Score -2.769719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 226358 members 
Entering Unmasked Estep 
Score: -27697164.000000 Penalty: 6120.088867
	Iteration 58Q: 3 clusters Score -2.769716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 226360 members 
Entering Unmasked Estep 
Score: -27697148.000000 Penalty: 6120.088867
	Iteration 59Q: 3 clusters Score -2.769715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 226362 members 
Entering Unmasked Estep 
Score: -27697154.000000 Penalty: 6120.088867
	Iteration 60F: 3 clusters Score -2.769715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 226365 members 
Entering Unmasked Estep 
Score: -27697152.000000 Penalty: 6120.088867
	Iteration 61Q: 3 clusters Score -2.769715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 226367 members 
Entering Unmasked Estep 
Score: -27697144.000000 Penalty: 6120.088867
	Iteration 62Q: 3 clusters Score -2.769714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 226372 members 
Entering Unmasked Estep 
Score: -27697164.000000 Penalty: 6120.088867
	Iteration 63Q: 3 clusters Score -2.769716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 226379 members 
Entering Unmasked Estep 
Score: -27697146.000000 Penalty: 6120.088867
	Iteration 64Q: 3 clusters Score -2.769715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 226387 members 
Entering Unmasked Estep 
Score: -27697120.000000 Penalty: 6120.088867
	Iteration 65Q: 3 clusters Score -2.769712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 226396 members 
Entering Unmasked Estep 
Score: -27697128.000000 Penalty: 6120.088867
	Iteration 66Q: 3 clusters Score -2.769713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 226405 members 
Entering Unmasked Estep 
Score: -27697104.000000 Penalty: 6120.088867
	Iteration 67Q: 3 clusters Score -2.76971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 226414 members 
Entering Unmasked Estep 
Score: -27697086.000000 Penalty: 6120.088867
	Iteration 68Q: 3 clusters Score -2.769709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 226418 members 
Entering Unmasked Estep 
Score: -27697092.000000 Penalty: 6120.088867
	Iteration 69Q: 3 clusters Score -2.769709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 226420 members 
Entering Unmasked Estep 
Score: -27697098.000000 Penalty: 6120.088867
	Iteration 70Q: 3 clusters Score -2.76971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 226422 members 
Entering Unmasked Estep 
Score: -27697100.000000 Penalty: 6120.088867
	Iteration 71Q: 3 clusters Score -2.76971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 226424 members 
Entering Unmasked Estep 
Score: -27697100.000000 Penalty: 6120.088867
	Iteration 72Q: 3 clusters Score -2.76971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 226426 members 
Entering Unmasked Estep 
Score: -27697106.000000 Penalty: 6120.088867
	Iteration 73Q: 3 clusters Score -2.769711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 226430 members 
Entering Unmasked Estep 
Score: -27697106.000000 Penalty: 6120.088867
	Iteration 74Q: 3 clusters Score -2.769711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 226431 members 
Entering Unmasked Estep 
Score: -27697102.000000 Penalty: 6120.088867
	Iteration 75Q: 3 clusters Score -2.76971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 226431 members 
Entering Unmasked Estep 
Score: -27697102.000000 Penalty: 6120.088867
	Iteration 76F: 3 clusters Score -2.76971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Entering Unmasked Estep 
Score: -439948.468750 Penalty: 2048.088867
	Iteration 0F: 2 clusters Score -439948.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -436103.625000 Penalty: 4096.177734
	Iteration 0F: 3 clusters Score -436103.6 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -436925.437500 Penalty: 4096.177734
	Iteration 1F: 3 clusters Score -436925.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -437131.218750 Penalty: 4096.177734
	Iteration 2F: 3 clusters Score -437131.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -437258.656250 Penalty: 4096.177734
	Iteration 3F: 3 clusters Score -437258.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -437341.218750 Penalty: 4096.177734
	Iteration 4Q: 3 clusters Score -437341.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -437423.031250 Penalty: 4096.177734
	Iteration 5Q: 3 clusters Score -437423 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -437504.875000 Penalty: 4096.177734
	Iteration 6Q: 3 clusters Score -437504.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -437564.468750 Penalty: 4096.177734
	Iteration 7Q: 3 clusters Score -437564.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -437616.093750 Penalty: 4096.177734
	Iteration 8Q: 3 clusters Score -437616.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -437658.062500 Penalty: 4096.177734
	Iteration 9Q: 3 clusters Score -437658.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -437691.718750 Penalty: 4096.177734
	Iteration 10Q: 3 clusters Score -437691.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -437724.250000 Penalty: 4096.177734
	Iteration 11Q: 3 clusters Score -437724.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -437752.468750 Penalty: 4096.177734
	Iteration 12Q: 3 clusters Score -437752.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -437777.750000 Penalty: 4096.177734
	Iteration 13Q: 3 clusters Score -437777.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -437804.281250 Penalty: 4096.177734
	Iteration 14Q: 3 clusters Score -437804.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -437834.781250 Penalty: 4096.177734
	Iteration 15Q: 3 clusters Score -437834.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -437869.437500 Penalty: 4096.177734
	Iteration 16Q: 3 clusters Score -437869.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -437909.562500 Penalty: 4096.177734
	Iteration 17Q: 3 clusters Score -437909.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -437938.531250 Penalty: 4096.177734
	Iteration 18Q: 3 clusters Score -437938.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -437963.156250 Penalty: 4096.177734
	Iteration 19Q: 3 clusters Score -437963.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -437989.343750 Penalty: 4096.177734
	Iteration 20F: 3 clusters Score -437989.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -438014.968750 Penalty: 4096.177734
	Iteration 21Q: 3 clusters Score -438015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -438038.843750 Penalty: 4096.177734
	Iteration 22Q: 3 clusters Score -438038.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -438076.593750 Penalty: 4096.177734
	Iteration 23Q: 3 clusters Score -438076.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -438116.500000 Penalty: 4096.177734
	Iteration 24Q: 3 clusters Score -438116.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -438161.906250 Penalty: 4096.177734
	Iteration 25Q: 3 clusters Score -438161.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -438207.000000 Penalty: 4096.177734
	Iteration 26Q: 3 clusters Score -438207 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -438249.937500 Penalty: 4096.177734
	Iteration 27Q: 3 clusters Score -438249.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -438278.187500 Penalty: 4096.177734
	Iteration 28Q: 3 clusters Score -438278.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -438303.781250 Penalty: 4096.177734
	Iteration 29Q: 3 clusters Score -438303.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -438326.093750 Penalty: 4096.177734
	Iteration 30Q: 3 clusters Score -438326.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -438345.937500 Penalty: 4096.177734
	Iteration 31Q: 3 clusters Score -438345.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -438359.343750 Penalty: 4096.177734
	Iteration 32Q: 3 clusters Score -438359.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -438375.031250 Penalty: 4096.177734
	Iteration 33Q: 3 clusters Score -438375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -438388.562500 Penalty: 4096.177734
	Iteration 34Q: 3 clusters Score -438388.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -438407.218750 Penalty: 4096.177734
	Iteration 35Q: 3 clusters Score -438407.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -438422.656250 Penalty: 4096.177734
	Iteration 36Q: 3 clusters Score -438422.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -438442.156250 Penalty: 4096.177734
	Iteration 37Q: 3 clusters Score -438442.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -438464.000000 Penalty: 4096.177734
	Iteration 38Q: 3 clusters Score -438464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -438486.937500 Penalty: 4096.177734
	Iteration 39Q: 3 clusters Score -438486.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -438509.156250 Penalty: 4096.177734
	Iteration 40F: 3 clusters Score -438509.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -438517.375000 Penalty: 4096.177734
	Iteration 41Q: 3 clusters Score -438517.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -438520.406250 Penalty: 4096.177734
	Iteration 42Q: 3 clusters Score -438520.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -438523.218750 Penalty: 4096.177734
	Iteration 43Q: 3 clusters Score -438523.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -438525.343750 Penalty: 4096.177734
	Iteration 44Q: 3 clusters Score -438525.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -438528.843750 Penalty: 4096.177734
	Iteration 45Q: 3 clusters Score -438528.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -438532.781250 Penalty: 4096.177734
	Iteration 46Q: 3 clusters Score -438532.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -438539.406250 Penalty: 4096.177734
	Iteration 47Q: 3 clusters Score -438539.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -438543.562500 Penalty: 4096.177734
	Iteration 48Q: 3 clusters Score -438543.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -438553.343750 Penalty: 4096.177734
	Iteration 49Q: 3 clusters Score -438553.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -438558.781250 Penalty: 4096.177734
	Iteration 50Q: 3 clusters Score -438558.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -438566.406250 Penalty: 4096.177734
	Iteration 51Q: 3 clusters Score -438566.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -438574.687500 Penalty: 4096.177734
	Iteration 52Q: 3 clusters Score -438574.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -438581.343750 Penalty: 4096.177734
	Iteration 53Q: 3 clusters Score -438581.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -438588.062500 Penalty: 4096.177734
	Iteration 54Q: 3 clusters Score -438588.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -438603.281250 Penalty: 4096.177734
	Iteration 55Q: 3 clusters Score -438603.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -438616.125000 Penalty: 4096.177734
	Iteration 56Q: 3 clusters Score -438616.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -438626.625000 Penalty: 4096.177734
	Iteration 57Q: 3 clusters Score -438626.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -438633.406250 Penalty: 4096.177734
	Iteration 58Q: 3 clusters Score -438633.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -438637.000000 Penalty: 4096.177734
	Iteration 59Q: 3 clusters Score -438637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -438638.593750 Penalty: 4096.177734
	Iteration 60F: 3 clusters Score -438638.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Entering Unmasked Estep 
Score: -500927.843750 Penalty: 2080.617676
	Iteration 0F: 2 clusters Score -500927.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -496811.625000 Penalty: 4161.235352
	Iteration 0F: 3 clusters Score -496811.6 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -497741.218750 Penalty: 4161.235352
	Iteration 1F: 3 clusters Score -497741.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -497908.906250 Penalty: 4161.235352
	Iteration 2F: 3 clusters Score -497908.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -498020.000000 Penalty: 4161.235352
	Iteration 3Q: 3 clusters Score -498020 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -498103.250000 Penalty: 4161.235352
	Iteration 4Q: 3 clusters Score -498103.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -498180.781250 Penalty: 4161.235352
	Iteration 5Q: 3 clusters Score -498180.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -498249.781250 Penalty: 4161.235352
	Iteration 6Q: 3 clusters Score -498249.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -498312.812500 Penalty: 4161.235352
	Iteration 7Q: 3 clusters Score -498312.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -498364.812500 Penalty: 4161.235352
	Iteration 8Q: 3 clusters Score -498364.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -498410.062500 Penalty: 4161.235352
	Iteration 9Q: 3 clusters Score -498410.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -498452.093750 Penalty: 4161.235352
	Iteration 10Q: 3 clusters Score -498452.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -498495.656250 Penalty: 4161.235352
	Iteration 11Q: 3 clusters Score -498495.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -498529.468750 Penalty: 4161.235352
	Iteration 12Q: 3 clusters Score -498529.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -498561.093750 Penalty: 4161.235352
	Iteration 13Q: 3 clusters Score -498561.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -498586.781250 Penalty: 4161.235352
	Iteration 14Q: 3 clusters Score -498586.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -498605.031250 Penalty: 4161.235352
	Iteration 15Q: 3 clusters Score -498605 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -498625.718750 Penalty: 4161.235352
	Iteration 16Q: 3 clusters Score -498625.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -498642.375000 Penalty: 4161.235352
	Iteration 17Q: 3 clusters Score -498642.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -498654.593750 Penalty: 4161.235352
	Iteration 18Q: 3 clusters Score -498654.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -498667.343750 Penalty: 4161.235352
	Iteration 19Q: 3 clusters Score -498667.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -498680.250000 Penalty: 4161.235352
	Iteration 20F: 3 clusters Score -498680.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -498692.718750 Penalty: 4161.235352
	Iteration 21Q: 3 clusters Score -498692.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -498707.062500 Penalty: 4161.235352
	Iteration 22Q: 3 clusters Score -498707.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -498726.343750 Penalty: 4161.235352
	Iteration 23Q: 3 clusters Score -498726.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -498749.843750 Penalty: 4161.235352
	Iteration 24Q: 3 clusters Score -498749.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -498773.625000 Penalty: 4161.235352
	Iteration 25Q: 3 clusters Score -498773.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -498783.562500 Penalty: 4161.235352
	Iteration 26Q: 3 clusters Score -498783.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -498794.468750 Penalty: 4161.235352
	Iteration 27Q: 3 clusters Score -498794.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -498807.781250 Penalty: 4161.235352
	Iteration 28Q: 3 clusters Score -498807.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -498817.562500 Penalty: 4161.235352
	Iteration 29Q: 3 clusters Score -498817.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -498831.781250 Penalty: 4161.235352
	Iteration 30Q: 3 clusters Score -498831.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -498839.343750 Penalty: 4161.235352
	Iteration 31Q: 3 clusters Score -498839.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -498849.625000 Penalty: 4161.235352
	Iteration 32Q: 3 clusters Score -498849.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -498865.281250 Penalty: 4161.235352
	Iteration 33Q: 3 clusters Score -498865.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -498875.906250 Penalty: 4161.235352
	Iteration 34Q: 3 clusters Score -498875.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -498886.531250 Penalty: 4161.235352
	Iteration 35Q: 3 clusters Score -498886.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -498896.281250 Penalty: 4161.235352
	Iteration 36Q: 3 clusters Score -498896.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -498909.718750 Penalty: 4161.235352
	Iteration 37Q: 3 clusters Score -498909.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -498922.843750 Penalty: 4161.235352
	Iteration 38Q: 3 clusters Score -498922.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -498938.718750 Penalty: 4161.235352
	Iteration 39Q: 3 clusters Score -498938.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -498961.312500 Penalty: 4161.235352
	Iteration 40F: 3 clusters Score -498961.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -498986.531250 Penalty: 4161.235352
	Iteration 41Q: 3 clusters Score -498986.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -499007.718750 Penalty: 4161.235352
	Iteration 42Q: 3 clusters Score -499007.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -499027.843750 Penalty: 4161.235352
	Iteration 43Q: 3 clusters Score -499027.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -499047.656250 Penalty: 4161.235352
	Iteration 44Q: 3 clusters Score -499047.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -499067.750000 Penalty: 4161.235352
	Iteration 45Q: 3 clusters Score -499067.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -499078.906250 Penalty: 4161.235352
	Iteration 46Q: 3 clusters Score -499078.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -499089.500000 Penalty: 4161.235352
	Iteration 47Q: 3 clusters Score -499089.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -499102.531250 Penalty: 4161.235352
	Iteration 48Q: 3 clusters Score -499102.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -499113.250000 Penalty: 4161.235352
	Iteration 49Q: 3 clusters Score -499113.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -499125.906250 Penalty: 4161.235352
	Iteration 50Q: 3 clusters Score -499125.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -499129.750000 Penalty: 4161.235352
	Iteration 51Q: 3 clusters Score -499129.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -499135.625000 Penalty: 4161.235352
	Iteration 52Q: 3 clusters Score -499135.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -499140.093750 Penalty: 4161.235352
	Iteration 53Q: 3 clusters Score -499140.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -499145.250000 Penalty: 4161.235352
	Iteration 54Q: 3 clusters Score -499145.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -499149.437500 Penalty: 4161.235352
	Iteration 55Q: 3 clusters Score -499149.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -499151.812500 Penalty: 4161.235352
	Iteration 56Q: 3 clusters Score -499151.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -499153.968750 Penalty: 4161.235352
	Iteration 57Q: 3 clusters Score -499154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -499155.031250 Penalty: 4161.235352
	Iteration 58Q: 3 clusters Score -499155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -499157.531250 Penalty: 4161.235352
	Iteration 59Q: 3 clusters Score -499157.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -499159.093750 Penalty: 4161.235352
	Iteration 60F: 3 clusters Score -499159.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -499162.687500 Penalty: 4161.235352
	Iteration 61Q: 3 clusters Score -499162.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -499163.718750 Penalty: 4161.235352
	Iteration 62Q: 3 clusters Score -499163.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -499166.906250 Penalty: 4161.235352
	Iteration 63Q: 3 clusters Score -499166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -499167.031250 Penalty: 4161.235352
	Iteration 64Q: 3 clusters Score -499167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -499167.781250 Penalty: 4161.235352
	Iteration 65Q: 3 clusters Score -499167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -499167.406250 Penalty: 4161.235352
	Iteration 66Q: 3 clusters Score -499167.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -499167.406250 Penalty: 4161.235352
	Iteration 67F: 3 clusters Score -499167.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Entering Unmasked Estep 
Score: -4437579.500000 Penalty: 2601.615479
	Iteration 0F: 2 clusters Score -4437580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -4413042.000000 Penalty: 5203.230957
	Iteration 0F: 3 clusters Score -4413042 nChanged 16435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -4422012.500000 Penalty: 5203.230957
	Iteration 1F: 3 clusters Score -4422012 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -4422562.000000 Penalty: 5203.230957
	Iteration 2Q: 3 clusters Score -4422562 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -4423196.000000 Penalty: 5203.230957
	Iteration 3Q: 3 clusters Score -4423196 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -4423970.500000 Penalty: 5203.230957
	Iteration 4Q: 3 clusters Score -4423970 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -4425154.500000 Penalty: 5203.230957
	Iteration 5F: 3 clusters Score -4425154 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -4426879.500000 Penalty: 5203.230957
	Iteration 6F: 3 clusters Score -4426880 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -4428983.500000 Penalty: 5203.230957
	Iteration 7F: 3 clusters Score -4428984 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -4431262.500000 Penalty: 5203.230957
	Iteration 8F: 3 clusters Score -4431262 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -4433016.500000 Penalty: 5203.230957
	Iteration 9F: 3 clusters Score -4433016 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -4433922.000000 Penalty: 5203.230957
	Iteration 10Q: 3 clusters Score -4433922 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -4434296.000000 Penalty: 5203.230957
	Iteration 11Q: 3 clusters Score -4434296 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -4434486.500000 Penalty: 5203.230957
	Iteration 12Q: 3 clusters Score -4434486 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -4434617.000000 Penalty: 5203.230957
	Iteration 13Q: 3 clusters Score -4434617 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -4434728.000000 Penalty: 5203.230957
	Iteration 14Q: 3 clusters Score -4434728 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -4434810.000000 Penalty: 5203.230957
	Iteration 15Q: 3 clusters Score -4434810 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -4434858.500000 Penalty: 5203.230957
	Iteration 16Q: 3 clusters Score -4434858 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -4434897.500000 Penalty: 5203.230957
	Iteration 17Q: 3 clusters Score -4434898 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -4434937.000000 Penalty: 5203.230957
	Iteration 18Q: 3 clusters Score -4434937 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4434990.500000 Penalty: 5203.230957
	Iteration 19Q: 3 clusters Score -4434990 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -4435050.000000 Penalty: 5203.230957
	Iteration 20F: 3 clusters Score -4435050 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -4435090.000000 Penalty: 5203.230957
	Iteration 21Q: 3 clusters Score -4435090 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4435115.500000 Penalty: 5203.230957
	Iteration 22Q: 3 clusters Score -4435116 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4435127.500000 Penalty: 5203.230957
	Iteration 23Q: 3 clusters Score -4435128 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4435145.000000 Penalty: 5203.230957
	Iteration 24Q: 3 clusters Score -4435145 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4435168.500000 Penalty: 5203.230957
	Iteration 25Q: 3 clusters Score -4435168 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4435169.000000 Penalty: 5203.230957
	Iteration 26Q: 3 clusters Score -4435169 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4435188.000000 Penalty: 5203.230957
	Iteration 27Q: 3 clusters Score -4435188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4435222.000000 Penalty: 5203.230957
	Iteration 28Q: 3 clusters Score -4435222 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4435226.500000 Penalty: 5203.230957
	Iteration 29Q: 3 clusters Score -4435226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4435235.500000 Penalty: 5203.230957
	Iteration 30Q: 3 clusters Score -4435236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -4435256.000000 Penalty: 5203.230957
	Iteration 31Q: 3 clusters Score -4435256 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4435266.500000 Penalty: 5203.230957
	Iteration 32Q: 3 clusters Score -4435266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -4435278.500000 Penalty: 5203.230957
	Iteration 33Q: 3 clusters Score -4435278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4435280.500000 Penalty: 5203.230957
	Iteration 34Q: 3 clusters Score -4435280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4435281.000000 Penalty: 5203.230957
	Iteration 35Q: 3 clusters Score -4435281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4435289.000000 Penalty: 5203.230957
	Iteration 36Q: 3 clusters Score -4435289 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4435290.500000 Penalty: 5203.230957
	Iteration 37Q: 3 clusters Score -4435290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4435302.000000 Penalty: 5203.230957
	Iteration 38Q: 3 clusters Score -4435302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4435297.000000 Penalty: 5203.230957
	Iteration 39Q: 3 clusters Score -4435297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4435309.000000 Penalty: 5203.230957
	Iteration 40F: 3 clusters Score -4435309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4435311.000000 Penalty: 5203.230957
	Iteration 41Q: 3 clusters Score -4435311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4435318.500000 Penalty: 5203.230957
	Iteration 42Q: 3 clusters Score -4435318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4435323.000000 Penalty: 5203.230957
	Iteration 43Q: 3 clusters Score -4435323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4435320.500000 Penalty: 5203.230957
	Iteration 44Q: 3 clusters Score -4435320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4435332.500000 Penalty: 5203.230957
	Iteration 45Q: 3 clusters Score -4435332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4435334.000000 Penalty: 5203.230957
	Iteration 46Q: 3 clusters Score -4435334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4435337.500000 Penalty: 5203.230957
	Iteration 47Q: 3 clusters Score -4435338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4435343.000000 Penalty: 5203.230957
	Iteration 48Q: 3 clusters Score -4435343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4435345.500000 Penalty: 5203.230957
	Iteration 49Q: 3 clusters Score -4435346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4435345.000000 Penalty: 5203.230957
	Iteration 50Q: 3 clusters Score -4435345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4435346.500000 Penalty: 5203.230957
	Iteration 51Q: 3 clusters Score -4435346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4435345.500000 Penalty: 5203.230957
	Iteration 52Q: 3 clusters Score -4435346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4435353.000000 Penalty: 5203.230957
	Iteration 53Q: 3 clusters Score -4435353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4435354.500000 Penalty: 5203.230957
	Iteration 54Q: 3 clusters Score -4435354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4435358.000000 Penalty: 5203.230957
	Iteration 55Q: 3 clusters Score -4435358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4435365.500000 Penalty: 5203.230957
	Iteration 56Q: 3 clusters Score -4435366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4435375.000000 Penalty: 5203.230957
	Iteration 57Q: 3 clusters Score -4435375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4435381.000000 Penalty: 5203.230957
	Iteration 58Q: 3 clusters Score -4435381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4435387.000000 Penalty: 5203.230957
	Iteration 59Q: 3 clusters Score -4435387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4435389.000000 Penalty: 5203.230957
	Iteration 60F: 3 clusters Score -4435389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4435397.000000 Penalty: 5203.230957
	Iteration 61Q: 3 clusters Score -4435397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4435409.500000 Penalty: 5203.230957
	Iteration 62Q: 3 clusters Score -4435410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4435415.000000 Penalty: 5203.230957
	Iteration 63Q: 3 clusters Score -4435415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4435423.500000 Penalty: 5203.230957
	Iteration 64Q: 3 clusters Score -4435424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4435427.000000 Penalty: 5203.230957
	Iteration 65Q: 3 clusters Score -4435427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4435438.500000 Penalty: 5203.230957
	Iteration 66Q: 3 clusters Score -4435438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4435442.000000 Penalty: 5203.230957
	Iteration 67Q: 3 clusters Score -4435442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4435443.000000 Penalty: 5203.230957
	Iteration 68Q: 3 clusters Score -4435443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4435455.500000 Penalty: 5203.230957
	Iteration 69Q: 3 clusters Score -4435456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4435459.500000 Penalty: 5203.230957
	Iteration 70Q: 3 clusters Score -4435460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4435459.000000 Penalty: 5203.230957
	Iteration 71Q: 3 clusters Score -4435459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4435466.500000 Penalty: 5203.230957
	Iteration 72Q: 3 clusters Score -4435466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4435474.000000 Penalty: 5203.230957
	Iteration 73Q: 3 clusters Score -4435474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4435491.000000 Penalty: 5203.230957
	Iteration 74Q: 3 clusters Score -4435491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4435503.000000 Penalty: 5203.230957
	Iteration 75Q: 3 clusters Score -4435503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4435492.000000 Penalty: 5203.230957
	Iteration 76Q: 3 clusters Score -4435492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4435499.000000 Penalty: 5203.230957
	Iteration 77Q: 3 clusters Score -4435499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4435502.500000 Penalty: 5203.230957
	Iteration 78Q: 3 clusters Score -4435502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4435502.500000 Penalty: 5203.230957
	Iteration 79Q: 3 clusters Score -4435502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4435507.000000 Penalty: 5203.230957
	Iteration 80F: 3 clusters Score -4435507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4435509.500000 Penalty: 5203.230957
	Iteration 81Q: 3 clusters Score -4435510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4435505.500000 Penalty: 5203.230957
	Iteration 82Q: 3 clusters Score -4435506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4435502.000000 Penalty: 5203.230957
	Iteration 83Q: 3 clusters Score -4435502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4435501.000000 Penalty: 5203.230957
	Iteration 84Q: 3 clusters Score -4435501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4435500.000000 Penalty: 5203.230957
	Iteration 85Q: 3 clusters Score -4435500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4435503.000000 Penalty: 5203.230957
	Iteration 86Q: 3 clusters Score -4435503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4435503.000000 Penalty: 5203.230957
	Iteration 87Q: 3 clusters Score -4435503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4435499.500000 Penalty: 5203.230957
	Iteration 88Q: 3 clusters Score -4435500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4435499.500000 Penalty: 5203.230957
	Iteration 89F: 3 clusters Score -4435500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (218547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218547 members 
Entering Unmasked Estep 
Score: -26565510.000000 Penalty: 3049.099365
	Iteration 0F: 2 clusters Score -2.656551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109198 members 
Mstep: Class 2 contains 109349 members 
Entering Unmasked Estep 
Score: -26424236.000000 Penalty: 6098.198730
	Iteration 0F: 3 clusters Score -2.642424e+07 nChanged 104909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108633 members 
Mstep: Class 2 contains 109914 members 
Entering Unmasked Estep 
Score: -26487656.000000 Penalty: 6098.198730
	Iteration 1F: 3 clusters Score -2.648766e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108446 members 
Mstep: Class 2 contains 110101 members 
Entering Unmasked Estep 
Score: -26490346.000000 Penalty: 6098.198730
	Iteration 2Q: 3 clusters Score -2.649035e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108659 members 
Mstep: Class 2 contains 109888 members 
Entering Unmasked Estep 
Score: -26494478.000000 Penalty: 6098.198730
	Iteration 3Q: 3 clusters Score -2.649448e+07 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109862 members 
Mstep: Class 2 contains 108685 members 
Entering Unmasked Estep 
Score: -26500312.000000 Penalty: 6098.198730
	Iteration 4F: 3 clusters Score -2.650031e+07 nChanged 13143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112411 members 
Mstep: Class 2 contains 106136 members 
Entering Unmasked Estep 
Score: -26508576.000000 Penalty: 6098.198730
	Iteration 5F: 3 clusters Score -2.650858e+07 nChanged 14923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116636 members 
Mstep: Class 2 contains 101911 members 
Entering Unmasked Estep 
Score: -26519472.000000 Penalty: 6098.198730
	Iteration 6F: 3 clusters Score -2.651947e+07 nChanged 15441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121509 members 
Mstep: Class 2 contains 97038 members 
Entering Unmasked Estep 
Score: -26531436.000000 Penalty: 6098.198730
	Iteration 7F: 3 clusters Score -2.653144e+07 nChanged 12990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125691 members 
Mstep: Class 2 contains 92856 members 
Entering Unmasked Estep 
Score: -26539128.000000 Penalty: 6098.198730
	Iteration 8F: 3 clusters Score -2.653913e+07 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128980 members 
Mstep: Class 2 contains 89567 members 
Entering Unmasked Estep 
Score: -26542720.000000 Penalty: 6098.198730
	Iteration 9Q: 3 clusters Score -2.654272e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132073 members 
Mstep: Class 2 contains 86474 members 
Entering Unmasked Estep 
Score: -26544522.000000 Penalty: 6098.198730
	Iteration 10Q: 3 clusters Score -2.654452e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135158 members 
Mstep: Class 2 contains 83389 members 
Entering Unmasked Estep 
Score: -26546228.000000 Penalty: 6098.198730
	Iteration 11Q: 3 clusters Score -2.654623e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138368 members 
Mstep: Class 2 contains 80179 members 
Entering Unmasked Estep 
Score: -26547804.000000 Penalty: 6098.198730
	Iteration 12Q: 3 clusters Score -2.65478e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141592 members 
Mstep: Class 2 contains 76955 members 
Entering Unmasked Estep 
Score: -26549418.000000 Penalty: 6098.198730
	Iteration 13Q: 3 clusters Score -2.654942e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144831 members 
Mstep: Class 2 contains 73716 members 
Entering Unmasked Estep 
Score: -26550870.000000 Penalty: 6098.198730
	Iteration 14Q: 3 clusters Score -2.655087e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147957 members 
Mstep: Class 2 contains 70590 members 
Entering Unmasked Estep 
Score: -26552092.000000 Penalty: 6098.198730
	Iteration 15Q: 3 clusters Score -2.655209e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150952 members 
Mstep: Class 2 contains 67595 members 
Entering Unmasked Estep 
Score: -26553456.000000 Penalty: 6098.198730
	Iteration 16Q: 3 clusters Score -2.655346e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153857 members 
Mstep: Class 2 contains 64690 members 
Entering Unmasked Estep 
Score: -26554426.000000 Penalty: 6098.198730
	Iteration 17Q: 3 clusters Score -2.655443e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156585 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -26555250.000000 Penalty: 6098.198730
	Iteration 18Q: 3 clusters Score -2.655525e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159241 members 
Mstep: Class 2 contains 59306 members 
Entering Unmasked Estep 
Score: -26555816.000000 Penalty: 6098.198730
	Iteration 19Q: 3 clusters Score -2.655582e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161797 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -26556358.000000 Penalty: 6098.198730
	Iteration 20F: 3 clusters Score -2.655636e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164209 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -26556814.000000 Penalty: 6098.198730
	Iteration 21Q: 3 clusters Score -2.655681e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166537 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -26557350.000000 Penalty: 6098.198730
	Iteration 22Q: 3 clusters Score -2.655735e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168853 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -26557830.000000 Penalty: 6098.198730
	Iteration 23Q: 3 clusters Score -2.655783e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171095 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -26558230.000000 Penalty: 6098.198730
	Iteration 24Q: 3 clusters Score -2.655823e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173322 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -26558496.000000 Penalty: 6098.198730
	Iteration 25Q: 3 clusters Score -2.65585e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175582 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -26558896.000000 Penalty: 6098.198730
	Iteration 26Q: 3 clusters Score -2.65589e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177813 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -26559210.000000 Penalty: 6098.198730
	Iteration 27Q: 3 clusters Score -2.655921e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179968 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -26559616.000000 Penalty: 6098.198730
	Iteration 28Q: 3 clusters Score -2.655962e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182154 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -26560206.000000 Penalty: 6098.198730
	Iteration 29Q: 3 clusters Score -2.656021e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184275 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -26560626.000000 Penalty: 6098.198730
	Iteration 30Q: 3 clusters Score -2.656063e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186291 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -26560968.000000 Penalty: 6098.198730
	Iteration 31Q: 3 clusters Score -2.656097e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188192 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -26561356.000000 Penalty: 6098.198730
	Iteration 32Q: 3 clusters Score -2.656136e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190026 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -26561672.000000 Penalty: 6098.198730
	Iteration 33Q: 3 clusters Score -2.656167e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191731 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -26561886.000000 Penalty: 6098.198730
	Iteration 34Q: 3 clusters Score -2.656189e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193426 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -26562204.000000 Penalty: 6098.198730
	Iteration 35Q: 3 clusters Score -2.65622e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195015 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -26562444.000000 Penalty: 6098.198730
	Iteration 36Q: 3 clusters Score -2.656244e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196563 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -26562690.000000 Penalty: 6098.198730
	Iteration 37Q: 3 clusters Score -2.656269e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197907 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -26562836.000000 Penalty: 6098.198730
	Iteration 38Q: 3 clusters Score -2.656284e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199120 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -26562988.000000 Penalty: 6098.198730
	Iteration 39Q: 3 clusters Score -2.656299e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200257 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -26563198.000000 Penalty: 6098.198730
	Iteration 40F: 3 clusters Score -2.65632e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201325 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -26563300.000000 Penalty: 6098.198730
	Iteration 41Q: 3 clusters Score -2.65633e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202327 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -26563442.000000 Penalty: 6098.198730
	Iteration 42Q: 3 clusters Score -2.656344e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203289 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -26563564.000000 Penalty: 6098.198730
	Iteration 43Q: 3 clusters Score -2.656356e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204170 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -26563722.000000 Penalty: 6098.198730
	Iteration 44Q: 3 clusters Score -2.656372e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205008 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -26563692.000000 Penalty: 6098.198730
	Iteration 45Q: 3 clusters Score -2.656369e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205743 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -26563794.000000 Penalty: 6098.198730
	Iteration 46Q: 3 clusters Score -2.656379e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206375 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -26563888.000000 Penalty: 6098.198730
	Iteration 47Q: 3 clusters Score -2.656389e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206979 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -26563910.000000 Penalty: 6098.198730
	Iteration 48Q: 3 clusters Score -2.656391e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207530 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -26563926.000000 Penalty: 6098.198730
	Iteration 49Q: 3 clusters Score -2.656393e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208049 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -26563912.000000 Penalty: 6098.198730
	Iteration 50Q: 3 clusters Score -2.656391e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208554 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -26563898.000000 Penalty: 6098.198730
	Iteration 51Q: 3 clusters Score -2.65639e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209021 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -26564028.000000 Penalty: 6098.198730
	Iteration 52Q: 3 clusters Score -2.656403e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209500 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -26564082.000000 Penalty: 6098.198730
	Iteration 53Q: 3 clusters Score -2.656408e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209966 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -26564148.000000 Penalty: 6098.198730
	Iteration 54Q: 3 clusters Score -2.656415e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210392 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -26564220.000000 Penalty: 6098.198730
	Iteration 55Q: 3 clusters Score -2.656422e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210780 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -26564202.000000 Penalty: 6098.198730
	Iteration 56Q: 3 clusters Score -2.65642e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211130 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -26564250.000000 Penalty: 6098.198730
	Iteration 57Q: 3 clusters Score -2.656425e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211462 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -26564284.000000 Penalty: 6098.198730
	Iteration 58Q: 3 clusters Score -2.656428e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211733 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -26564348.000000 Penalty: 6098.198730
	Iteration 59Q: 3 clusters Score -2.656435e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211981 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -26564346.000000 Penalty: 6098.198730
	Iteration 60F: 3 clusters Score -2.656435e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212210 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -26564350.000000 Penalty: 6098.198730
	Iteration 61Q: 3 clusters Score -2.656435e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212423 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -26564358.000000 Penalty: 6098.198730
	Iteration 62Q: 3 clusters Score -2.656436e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212626 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -26564364.000000 Penalty: 6098.198730
	Iteration 63Q: 3 clusters Score -2.656436e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212791 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -26564366.000000 Penalty: 6098.198730
	Iteration 64Q: 3 clusters Score -2.656437e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212940 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -26564416.000000 Penalty: 6098.198730
	Iteration 65Q: 3 clusters Score -2.656442e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213065 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -26564428.000000 Penalty: 6098.198730
	Iteration 66Q: 3 clusters Score -2.656443e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213206 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -26564442.000000 Penalty: 6098.198730
	Iteration 67Q: 3 clusters Score -2.656444e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213329 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -26564422.000000 Penalty: 6098.198730
	Iteration 68Q: 3 clusters Score -2.656442e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213444 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -26564436.000000 Penalty: 6098.198730
	Iteration 69Q: 3 clusters Score -2.656444e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213545 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -26564408.000000 Penalty: 6098.198730
	Iteration 70Q: 3 clusters Score -2.656441e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213639 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -26564400.000000 Penalty: 6098.198730
	Iteration 71Q: 3 clusters Score -2.65644e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213721 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -26564404.000000 Penalty: 6098.198730
	Iteration 72Q: 3 clusters Score -2.65644e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213792 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -26564394.000000 Penalty: 6098.198730
	Iteration 73Q: 3 clusters Score -2.656439e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213856 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -26564404.000000 Penalty: 6098.198730
	Iteration 74Q: 3 clusters Score -2.65644e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213921 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -26564412.000000 Penalty: 6098.198730
	Iteration 75Q: 3 clusters Score -2.656441e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213965 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -26564394.000000 Penalty: 6098.198730
	Iteration 76Q: 3 clusters Score -2.656439e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214017 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -26564404.000000 Penalty: 6098.198730
	Iteration 77Q: 3 clusters Score -2.65644e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214061 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -26564384.000000 Penalty: 6098.198730
	Iteration 78Q: 3 clusters Score -2.656438e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214111 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -26564406.000000 Penalty: 6098.198730
	Iteration 79Q: 3 clusters Score -2.656441e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214169 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -26564386.000000 Penalty: 6098.198730
	Iteration 80F: 3 clusters Score -2.656439e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214220 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -26564392.000000 Penalty: 6098.198730
	Iteration 81Q: 3 clusters Score -2.656439e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214280 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -26564402.000000 Penalty: 6098.198730
	Iteration 82Q: 3 clusters Score -2.65644e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214320 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -26564388.000000 Penalty: 6098.198730
	Iteration 83Q: 3 clusters Score -2.656439e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214351 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -26564380.000000 Penalty: 6098.198730
	Iteration 84Q: 3 clusters Score -2.656438e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214379 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -26564388.000000 Penalty: 6098.198730
	Iteration 85Q: 3 clusters Score -2.656439e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214403 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -26564376.000000 Penalty: 6098.198730
	Iteration 86Q: 3 clusters Score -2.656438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214421 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -26564366.000000 Penalty: 6098.198730
	Iteration 87Q: 3 clusters Score -2.656437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214433 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -26564360.000000 Penalty: 6098.198730
	Iteration 88Q: 3 clusters Score -2.656436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214450 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -26564364.000000 Penalty: 6098.198730
	Iteration 89Q: 3 clusters Score -2.656436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214464 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -26564372.000000 Penalty: 6098.198730
	Iteration 90Q: 3 clusters Score -2.656437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214478 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -26564358.000000 Penalty: 6098.198730
	Iteration 91Q: 3 clusters Score -2.656436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214488 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -26564352.000000 Penalty: 6098.198730
	Iteration 92Q: 3 clusters Score -2.656435e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214505 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -26564354.000000 Penalty: 6098.198730
	Iteration 93Q: 3 clusters Score -2.656435e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214519 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -26564342.000000 Penalty: 6098.198730
	Iteration 94Q: 3 clusters Score -2.656434e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214539 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -26564334.000000 Penalty: 6098.198730
	Iteration 95Q: 3 clusters Score -2.656433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214554 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -26564360.000000 Penalty: 6098.198730
	Iteration 96Q: 3 clusters Score -2.656436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214568 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -26564360.000000 Penalty: 6098.198730
	Iteration 97Q: 3 clusters Score -2.656436e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214587 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -26564382.000000 Penalty: 6098.198730
	Iteration 98Q: 3 clusters Score -2.656438e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214603 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -26564368.000000 Penalty: 6098.198730
	Iteration 99Q: 3 clusters Score -2.656437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214609 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -26564360.000000 Penalty: 6098.198730
	Iteration 100F: 3 clusters Score -2.656436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214611 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -26564350.000000 Penalty: 6098.198730
	Iteration 101Q: 3 clusters Score -2.656435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214614 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -26564362.000000 Penalty: 6098.198730
	Iteration 102Q: 3 clusters Score -2.656436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214614 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -26564362.000000 Penalty: 6098.198730
	Iteration 103F: 3 clusters Score -2.656436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (66037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Entering Unmasked Estep 
Score: -7819358.500000 Penalty: 2752.296631
	Iteration 0F: 2 clusters Score -7819358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -7775113.500000 Penalty: 5504.593262
	Iteration 0F: 3 clusters Score -7775114 nChanged 30669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -7792207.500000 Penalty: 5504.593262
	Iteration 1F: 3 clusters Score -7792208 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -7792822.500000 Penalty: 5504.593262
	Iteration 2Q: 3 clusters Score -7792822 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -7793483.000000 Penalty: 5504.593262
	Iteration 3Q: 3 clusters Score -7793483 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -7794281.000000 Penalty: 5504.593262
	Iteration 4Q: 3 clusters Score -7794281 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -7795271.000000 Penalty: 5504.593262
	Iteration 5Q: 3 clusters Score -7795271 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -7796559.000000 Penalty: 5504.593262
	Iteration 6Q: 3 clusters Score -7796559 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -7798358.500000 Penalty: 5504.593262
	Iteration 7F: 3 clusters Score -7798358 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -7800641.000000 Penalty: 5504.593262
	Iteration 8F: 3 clusters Score -7800641 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -7803250.500000 Penalty: 5504.593262
	Iteration 9F: 3 clusters Score -7803250 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -7806060.000000 Penalty: 5504.593262
	Iteration 10F: 3 clusters Score -7806060 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -7809300.500000 Penalty: 5504.593262
	Iteration 11F: 3 clusters Score -7809300 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -7812426.000000 Penalty: 5504.593262
	Iteration 12Q: 3 clusters Score -7812426 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -7814607.500000 Penalty: 5504.593262
	Iteration 13Q: 3 clusters Score -7814608 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 64108 members 
Entering Unmasked Estep 
Score: -7815615.500000 Penalty: 5504.593262
	Iteration 14Q: 3 clusters Score -7815616 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -7816211.000000 Penalty: 5504.593262
	Iteration 15Q: 3 clusters Score -7816211 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 65028 members 
Entering Unmasked Estep 
Score: -7816500.500000 Penalty: 5504.593262
	Iteration 16Q: 3 clusters Score -7816500 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 65208 members 
Entering Unmasked Estep 
Score: -7816673.500000 Penalty: 5504.593262
	Iteration 17Q: 3 clusters Score -7816674 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 65297 members 
Entering Unmasked Estep 
Score: -7816765.500000 Penalty: 5504.593262
	Iteration 18Q: 3 clusters Score -7816766 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 65354 members 
Entering Unmasked Estep 
Score: -7816793.000000 Penalty: 5504.593262
	Iteration 19Q: 3 clusters Score -7816793 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 65389 members 
Entering Unmasked Estep 
Score: -7816819.500000 Penalty: 5504.593262
	Iteration 20F: 3 clusters Score -7816820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -7816830.500000 Penalty: 5504.593262
	Iteration 21Q: 3 clusters Score -7816830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 65434 members 
Entering Unmasked Estep 
Score: -7816842.500000 Penalty: 5504.593262
	Iteration 22Q: 3 clusters Score -7816842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 65459 members 
Entering Unmasked Estep 
Score: -7816856.000000 Penalty: 5504.593262
	Iteration 23Q: 3 clusters Score -7816856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 65472 members 
Entering Unmasked Estep 
Score: -7816863.000000 Penalty: 5504.593262
	Iteration 24Q: 3 clusters Score -7816863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -7816873.500000 Penalty: 5504.593262
	Iteration 25Q: 3 clusters Score -7816874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
Score: -7816881.500000 Penalty: 5504.593262
	Iteration 26Q: 3 clusters Score -7816882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -7816881.500000 Penalty: 5504.593262
	Iteration 27Q: 3 clusters Score -7816882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -7816885.500000 Penalty: 5504.593262
	Iteration 28Q: 3 clusters Score -7816886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -7816899.000000 Penalty: 5504.593262
	Iteration 29Q: 3 clusters Score -7816899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -7816905.500000 Penalty: 5504.593262
	Iteration 30Q: 3 clusters Score -7816906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -7816900.500000 Penalty: 5504.593262
	Iteration 31Q: 3 clusters Score -7816900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -7816910.500000 Penalty: 5504.593262
	Iteration 32Q: 3 clusters Score -7816910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -7816914.500000 Penalty: 5504.593262
	Iteration 33Q: 3 clusters Score -7816914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -7816913.000000 Penalty: 5504.593262
	Iteration 34Q: 3 clusters Score -7816913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 65536 members 
Entering Unmasked Estep 
Score: -7816923.000000 Penalty: 5504.593262
	Iteration 35Q: 3 clusters Score -7816923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 65542 members 
Entering Unmasked Estep 
Score: -7816917.500000 Penalty: 5504.593262
	Iteration 36Q: 3 clusters Score -7816918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 65545 members 
Entering Unmasked Estep 
Score: -7816916.500000 Penalty: 5504.593262
	Iteration 37Q: 3 clusters Score -7816916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -7816921.000000 Penalty: 5504.593262
	Iteration 38Q: 3 clusters Score -7816921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 65551 members 
Entering Unmasked Estep 
Score: -7816933.500000 Penalty: 5504.593262
	Iteration 39Q: 3 clusters Score -7816934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 65552 members 
Entering Unmasked Estep 
Score: -7816936.000000 Penalty: 5504.593262
	Iteration 40F: 3 clusters Score -7816936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -7816936.500000 Penalty: 5504.593262
	Iteration 41Q: 3 clusters Score -7816936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 65561 members 
Entering Unmasked Estep 
Score: -7816942.500000 Penalty: 5504.593262
	Iteration 42Q: 3 clusters Score -7816942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -7816945.000000 Penalty: 5504.593262
	Iteration 43Q: 3 clusters Score -7816945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -7816945.000000 Penalty: 5504.593262
	Iteration 44F: 3 clusters Score -7816945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92831 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 62903 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 121036 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25913 members 
Mstep: Class 17 contains 228408 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 35968 members 
Mstep: Class 23 contains 218547 members 
Mstep: Class 24 contains 66037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303384.000000 Penalty: 57676.941406
Iteration 199Q: 18 clusters Score -1.043034e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92855 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 62902 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 120929 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25919 members 
Mstep: Class 17 contains 228485 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 35954 members 
Mstep: Class 23 contains 218567 members 
Mstep: Class 24 contains 66031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303304.000000 Penalty: 57676.941406
Iteration 200F: 18 clusters Score -1.043033e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92877 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 62903 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 120838 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25925 members 
Mstep: Class 17 contains 228538 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 22 contains 35937 members 
Mstep: Class 23 contains 218604 members 
Mstep: Class 24 contains 66018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303392.000000 Penalty: 57676.941406
Iteration 201Q: 18 clusters Score -1.043034e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92892 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 62898 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 120756 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25930 members 
Mstep: Class 17 contains 228606 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 22 contains 35924 members 
Mstep: Class 23 contains 218628 members 
Mstep: Class 24 contains 66006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303384.000000 Penalty: 57676.941406
Iteration 202Q: 18 clusters Score -1.043034e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92918 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 62895 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 120671 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25939 members 
Mstep: Class 17 contains 228673 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 22 contains 35915 members 
Mstep: Class 23 contains 218639 members 
Mstep: Class 24 contains 65990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303328.000000 Penalty: 57676.941406
Iteration 203Q: 18 clusters Score -1.043033e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92935 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 62897 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 120588 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25946 members 
Mstep: Class 17 contains 228743 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 22 contains 35906 members 
Mstep: Class 23 contains 218644 members 
Mstep: Class 24 contains 65981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303376.000000 Penalty: 57676.941406
Iteration 204Q: 18 clusters Score -1.043034e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92942 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 62895 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 120491 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25949 members 
Mstep: Class 17 contains 228820 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 22 contains 35901 members 
Mstep: Class 23 contains 218679 members 
Mstep: Class 24 contains 65962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303328.000000 Penalty: 57676.941406
Iteration 205Q: 18 clusters Score -1.043033e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92953 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 62890 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 120372 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25954 members 
Mstep: Class 17 contains 228915 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 22 contains 35890 members 
Mstep: Class 23 contains 218716 members 
Mstep: Class 24 contains 65949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303360.000000 Penalty: 57676.941406
Iteration 206Q: 18 clusters Score -1.043034e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92966 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 62887 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 120245 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25958 members 
Mstep: Class 17 contains 228998 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 35882 members 
Mstep: Class 23 contains 218762 members 
Mstep: Class 24 contains 65942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303512.000000 Penalty: 57676.941406
Iteration 207Q: 18 clusters Score -1.043035e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92968 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 62886 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 120127 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25961 members 
Mstep: Class 17 contains 229092 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35870 members 
Mstep: Class 23 contains 218808 members 
Mstep: Class 24 contains 65928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303520.000000 Penalty: 57676.941406
Iteration 208Q: 18 clusters Score -1.043035e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92980 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 62887 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 120020 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25956 members 
Mstep: Class 17 contains 229156 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35863 members 
Mstep: Class 23 contains 218854 members 
Mstep: Class 24 contains 65924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303520.000000 Penalty: 57676.941406
Iteration 209Q: 18 clusters Score -1.043035e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 92995 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 62891 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 119930 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25957 members 
Mstep: Class 17 contains 229198 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 35849 members 
Mstep: Class 23 contains 218901 members 
Mstep: Class 24 contains 65917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303536.000000 Penalty: 57676.941406
Iteration 210Q: 18 clusters Score -1.043035e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93011 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5981 members 
Mstep: Class 6 contains 62895 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 119841 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25963 members 
Mstep: Class 17 contains 229239 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 35838 members 
Mstep: Class 23 contains 218940 members 
Mstep: Class 24 contains 65909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303608.000000 Penalty: 57676.941406
Iteration 211Q: 18 clusters Score -1.043036e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93025 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5984 members 
Mstep: Class 6 contains 62899 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 119754 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25973 members 
Mstep: Class 17 contains 229287 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 35823 members 
Mstep: Class 23 contains 218976 members 
Mstep: Class 24 contains 65896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303520.000000 Penalty: 57676.941406
Iteration 212Q: 18 clusters Score -1.043035e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93048 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5987 members 
Mstep: Class 6 contains 62906 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 119670 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25979 members 
Mstep: Class 17 contains 229328 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35811 members 
Mstep: Class 23 contains 219002 members 
Mstep: Class 24 contains 65887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303464.000000 Penalty: 57676.941406
Iteration 213Q: 18 clusters Score -1.043035e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93070 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5988 members 
Mstep: Class 6 contains 62912 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 119602 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25984 members 
Mstep: Class 17 contains 229359 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 35799 members 
Mstep: Class 23 contains 219023 members 
Mstep: Class 24 contains 65880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303496.000000 Penalty: 57676.941406
Iteration 214Q: 18 clusters Score -1.043035e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93088 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5989 members 
Mstep: Class 6 contains 62918 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 119539 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25987 members 
Mstep: Class 17 contains 229379 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35787 members 
Mstep: Class 23 contains 219046 members 
Mstep: Class 24 contains 65884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303432.000000 Penalty: 57676.941406
Iteration 215Q: 18 clusters Score -1.043034e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93101 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 62919 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 119478 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25990 members 
Mstep: Class 17 contains 229414 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35782 members 
Mstep: Class 23 contains 219064 members 
Mstep: Class 24 contains 65879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303488.000000 Penalty: 57676.941406
Iteration 216Q: 18 clusters Score -1.043035e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93114 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 62924 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 119408 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 25997 members 
Mstep: Class 17 contains 229459 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35778 members 
Mstep: Class 23 contains 219073 members 
Mstep: Class 24 contains 65874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303448.000000 Penalty: 57676.941406
Iteration 217Q: 18 clusters Score -1.043034e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93123 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 62926 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 119348 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 229499 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35770 members 
Mstep: Class 23 contains 219086 members 
Mstep: Class 24 contains 65871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303472.000000 Penalty: 57676.941406
Iteration 218Q: 18 clusters Score -1.043035e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93136 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 62934 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 119292 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 229531 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35762 members 
Mstep: Class 23 contains 219106 members 
Mstep: Class 24 contains 65862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303456.000000 Penalty: 57676.941406
Iteration 219Q: 18 clusters Score -1.043035e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93146 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 62939 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 119240 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26014 members 
Mstep: Class 17 contains 229559 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35761 members 
Mstep: Class 23 contains 219107 members 
Mstep: Class 24 contains 65861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303456.000000 Penalty: 57676.941406
Iteration 220F: 18 clusters Score -1.043035e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93162 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 62944 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 119197 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26021 members 
Mstep: Class 17 contains 229561 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35761 members 
Mstep: Class 23 contains 219117 members 
Mstep: Class 24 contains 65864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303416.000000 Penalty: 57676.941406
Iteration 221Q: 18 clusters Score -1.043034e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93173 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 62947 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 119168 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26032 members 
Mstep: Class 17 contains 229562 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35757 members 
Mstep: Class 23 contains 219124 members 
Mstep: Class 24 contains 65864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303384.000000 Penalty: 57676.941406
Iteration 222Q: 18 clusters Score -1.043034e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93182 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 62949 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 119140 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26033 members 
Mstep: Class 17 contains 229587 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35751 members 
Mstep: Class 23 contains 219121 members 
Mstep: Class 24 contains 65864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303440.000000 Penalty: 57676.941406
Iteration 223Q: 18 clusters Score -1.043034e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93185 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 62949 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 119103 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26033 members 
Mstep: Class 17 contains 229621 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35747 members 
Mstep: Class 23 contains 219128 members 
Mstep: Class 24 contains 65861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303472.000000 Penalty: 57676.941406
Iteration 224Q: 18 clusters Score -1.043035e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93190 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 62947 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 119062 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26035 members 
Mstep: Class 17 contains 229656 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35745 members 
Mstep: Class 23 contains 219131 members 
Mstep: Class 24 contains 65861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303432.000000 Penalty: 57676.941406
Iteration 225Q: 18 clusters Score -1.043034e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93200 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 62950 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 119023 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26041 members 
Mstep: Class 17 contains 229680 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35744 members 
Mstep: Class 23 contains 219122 members 
Mstep: Class 24 contains 65867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303528.000000 Penalty: 57676.941406
Iteration 226Q: 18 clusters Score -1.043035e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93210 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 62953 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118988 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26041 members 
Mstep: Class 17 contains 229715 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35741 members 
Mstep: Class 23 contains 219114 members 
Mstep: Class 24 contains 65865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303528.000000 Penalty: 57676.941406
Iteration 227Q: 18 clusters Score -1.043035e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93226 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 62953 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118952 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26047 members 
Mstep: Class 17 contains 229731 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35732 members 
Mstep: Class 23 contains 219119 members 
Mstep: Class 24 contains 65867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303496.000000 Penalty: 57676.941406
Iteration 228Q: 18 clusters Score -1.043035e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93240 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 62954 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118917 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26053 members 
Mstep: Class 17 contains 229742 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35728 members 
Mstep: Class 23 contains 219126 members 
Mstep: Class 24 contains 65867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303456.000000 Penalty: 57676.941406
Iteration 229Q: 18 clusters Score -1.043035e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93257 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 62954 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118884 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26058 members 
Mstep: Class 17 contains 229755 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35724 members 
Mstep: Class 23 contains 219128 members 
Mstep: Class 24 contains 65868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303352.000000 Penalty: 57676.941406
Iteration 230Q: 18 clusters Score -1.043034e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93277 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 62957 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118853 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26061 members 
Mstep: Class 17 contains 229758 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35722 members 
Mstep: Class 23 contains 219131 members 
Mstep: Class 24 contains 65868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303288.000000 Penalty: 57676.941406
Iteration 231Q: 18 clusters Score -1.043033e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93297 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 62958 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118827 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26063 members 
Mstep: Class 17 contains 229762 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35715 members 
Mstep: Class 23 contains 219137 members 
Mstep: Class 24 contains 65868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303240.000000 Penalty: 57676.941406
Iteration 232Q: 18 clusters Score -1.043032e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93313 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 62961 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118805 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26067 members 
Mstep: Class 17 contains 229762 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35707 members 
Mstep: Class 23 contains 219149 members 
Mstep: Class 24 contains 65862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303288.000000 Penalty: 57676.941406
Iteration 233Q: 18 clusters Score -1.043033e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93334 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 62960 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118780 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26066 members 
Mstep: Class 17 contains 229778 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35701 members 
Mstep: Class 23 contains 219151 members 
Mstep: Class 24 contains 65856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303280.000000 Penalty: 57676.941406
Iteration 234Q: 18 clusters Score -1.043033e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93351 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 62960 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118761 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26067 members 
Mstep: Class 17 contains 229789 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35696 members 
Mstep: Class 23 contains 219148 members 
Mstep: Class 24 contains 65854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303232.000000 Penalty: 57676.941406
Iteration 235Q: 18 clusters Score -1.043032e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93373 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62959 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118739 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26067 members 
Mstep: Class 17 contains 229788 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35691 members 
Mstep: Class 23 contains 219153 members 
Mstep: Class 24 contains 65855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303280.000000 Penalty: 57676.941406
Iteration 236Q: 18 clusters Score -1.043033e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93398 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62955 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118716 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26067 members 
Mstep: Class 17 contains 229789 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35689 members 
Mstep: Class 23 contains 219157 members 
Mstep: Class 24 contains 65854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303248.000000 Penalty: 57676.941406
Iteration 237Q: 18 clusters Score -1.043032e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93423 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62953 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118695 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26067 members 
Mstep: Class 17 contains 229785 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35682 members 
Mstep: Class 23 contains 219163 members 
Mstep: Class 24 contains 65857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303256.000000 Penalty: 57676.941406
Iteration 238Q: 18 clusters Score -1.043033e+08 nChanged 56
Entering ConstructFrom: 
Score: -104303256.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (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: -50463.902344 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -50463.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49043.273438 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -49043.27 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -49624.894531 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -49624.89 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -50154.601562 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -50154.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -50471.753906 Penalty: 3144.818115
	Iteration 3F: 3 clusters Score -50471.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -50740.394531 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -50740.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -50801.234375 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -50801.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -50844.589844 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -50844.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -50861.250000 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -50861.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -50878.320312 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -50878.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -50886.847656 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -50886.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -50889.449219 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -50889.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -50893.406250 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -50893.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -50893.406250 Penalty: 3144.818115
	Iteration 12F: 3 clusters Score -50893.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93449 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62953 members 
Mstep: Class 7 contains 389 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118677 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26067 members 
Mstep: Class 17 contains 229784 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35675 members 
Mstep: Class 23 contains 219162 members 
Mstep: Class 24 contains 65858 members 
Entering Unmasked Estep 
Score: -104302040.000000 Penalty: 61069.699219
Splitting cluster 1 changes total score from -104303256.000000 to -104302040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -219069.796875 Penalty: 1886.999878
	Iteration 0F: 2 clusters Score -219069.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -216463.203125 Penalty: 3773.999756
	Iteration 0F: 3 clusters Score -216463.2 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -217020.000000 Penalty: 3773.999756
	Iteration 1F: 3 clusters Score -217020 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -217224.828125 Penalty: 3773.999756
	Iteration 2F: 3 clusters Score -217224.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -217347.921875 Penalty: 3773.999756
	Iteration 3F: 3 clusters Score -217347.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -217430.171875 Penalty: 3773.999756
	Iteration 4Q: 3 clusters Score -217430.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -217487.890625 Penalty: 3773.999756
	Iteration 5Q: 3 clusters Score -217487.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -217529.000000 Penalty: 3773.999756
	Iteration 6Q: 3 clusters Score -217529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -217553.906250 Penalty: 3773.999756
	Iteration 7Q: 3 clusters Score -217553.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -217576.328125 Penalty: 3773.999756
	Iteration 8Q: 3 clusters Score -217576.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -217593.484375 Penalty: 3773.999756
	Iteration 9Q: 3 clusters Score -217593.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -217605.734375 Penalty: 3773.999756
	Iteration 10Q: 3 clusters Score -217605.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -217624.312500 Penalty: 3773.999756
	Iteration 11Q: 3 clusters Score -217624.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -217639.250000 Penalty: 3773.999756
	Iteration 12Q: 3 clusters Score -217639.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -217649.421875 Penalty: 3773.999756
	Iteration 13Q: 3 clusters Score -217649.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -217660.296875 Penalty: 3773.999756
	Iteration 14Q: 3 clusters Score -217660.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -217673.031250 Penalty: 3773.999756
	Iteration 15Q: 3 clusters Score -217673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -217686.343750 Penalty: 3773.999756
	Iteration 16Q: 3 clusters Score -217686.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -217708.453125 Penalty: 3773.999756
	Iteration 17Q: 3 clusters Score -217708.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -217716.703125 Penalty: 3773.999756
	Iteration 18Q: 3 clusters Score -217716.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -217721.093750 Penalty: 3773.999756
	Iteration 19Q: 3 clusters Score -217721.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -217729.078125 Penalty: 3773.999756
	Iteration 20F: 3 clusters Score -217729.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -217738.078125 Penalty: 3773.999756
	Iteration 21Q: 3 clusters Score -217738.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -217740.578125 Penalty: 3773.999756
	Iteration 22Q: 3 clusters Score -217740.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -217741.671875 Penalty: 3773.999756
	Iteration 23Q: 3 clusters Score -217741.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -217743.296875 Penalty: 3773.999756
	Iteration 24Q: 3 clusters Score -217743.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -217744.859375 Penalty: 3773.999756
	Iteration 25Q: 3 clusters Score -217744.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -217746.234375 Penalty: 3773.999756
	Iteration 26Q: 3 clusters Score -217746.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -217746.234375 Penalty: 3773.999756
	Iteration 27F: 3 clusters Score -217746.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (93449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93449 members 
Entering Unmasked Estep 
Score: -11444427.000000 Penalty: 2838.402588
	Iteration 0F: 2 clusters Score -1.144443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -11382133.000000 Penalty: 5676.805176
	Iteration 0F: 3 clusters Score -1.138213e+07 nChanged 43887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
Score: -11407410.000000 Penalty: 5676.805176
	Iteration 1F: 3 clusters Score -1.140741e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -11408578.000000 Penalty: 5676.805176
	Iteration 2Q: 3 clusters Score -1.140858e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -11410271.000000 Penalty: 5676.805176
	Iteration 3Q: 3 clusters Score -1.141027e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 57753 members 
Entering Unmasked Estep 
Score: -11412591.000000 Penalty: 5676.805176
	Iteration 4Q: 3 clusters Score -1.141259e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 62031 members 
Entering Unmasked Estep 
Score: -11415808.000000 Penalty: 5676.805176
	Iteration 5F: 3 clusters Score -1.141581e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 67265 members 
Entering Unmasked Estep 
Score: -11419885.000000 Penalty: 5676.805176
	Iteration 6F: 3 clusters Score -1.141988e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 73156 members 
Entering Unmasked Estep 
Score: -11424816.000000 Penalty: 5676.805176
	Iteration 7F: 3 clusters Score -1.142482e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 79097 members 
Entering Unmasked Estep 
Score: -11429863.000000 Penalty: 5676.805176
	Iteration 8F: 3 clusters Score -1.142986e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 84348 members 
Entering Unmasked Estep 
Score: -11434498.000000 Penalty: 5676.805176
	Iteration 9F: 3 clusters Score -1.14345e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 88212 members 
Entering Unmasked Estep 
Score: -11437826.000000 Penalty: 5676.805176
	Iteration 10Q: 3 clusters Score -1.143783e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 90549 members 
Entering Unmasked Estep 
Score: -11439803.000000 Penalty: 5676.805176
	Iteration 11Q: 3 clusters Score -1.14398e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 91769 members 
Entering Unmasked Estep 
Score: -11440768.000000 Penalty: 5676.805176
	Iteration 12Q: 3 clusters Score -1.144077e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 92401 members 
Entering Unmasked Estep 
Score: -11441328.000000 Penalty: 5676.805176
	Iteration 13Q: 3 clusters Score -1.144133e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 92702 members 
Entering Unmasked Estep 
Score: -11441612.000000 Penalty: 5676.805176
	Iteration 14Q: 3 clusters Score -1.144161e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 92841 members 
Entering Unmasked Estep 
Score: -11441753.000000 Penalty: 5676.805176
	Iteration 15Q: 3 clusters Score -1.144175e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 92909 members 
Entering Unmasked Estep 
Score: -11441831.000000 Penalty: 5676.805176
	Iteration 16Q: 3 clusters Score -1.144183e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 92944 members 
Entering Unmasked Estep 
Score: -11441883.000000 Penalty: 5676.805176
	Iteration 17Q: 3 clusters Score -1.144188e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 92979 members 
Entering Unmasked Estep 
Score: -11441938.000000 Penalty: 5676.805176
	Iteration 18Q: 3 clusters Score -1.144194e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 92993 members 
Entering Unmasked Estep 
Score: -11441958.000000 Penalty: 5676.805176
	Iteration 19Q: 3 clusters Score -1.144196e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 93001 members 
Entering Unmasked Estep 
Score: -11441977.000000 Penalty: 5676.805176
	Iteration 20F: 3 clusters Score -1.144198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 93009 members 
Entering Unmasked Estep 
Score: -11441991.000000 Penalty: 5676.805176
	Iteration 21Q: 3 clusters Score -1.144199e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 93019 members 
Entering Unmasked Estep 
Score: -11442008.000000 Penalty: 5676.805176
	Iteration 22Q: 3 clusters Score -1.144201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -11442028.000000 Penalty: 5676.805176
	Iteration 23Q: 3 clusters Score -1.144203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 93037 members 
Entering Unmasked Estep 
Score: -11442039.000000 Penalty: 5676.805176
	Iteration 24Q: 3 clusters Score -1.144204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -11442038.000000 Penalty: 5676.805176
	Iteration 25Q: 3 clusters Score -1.144204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 93049 members 
Entering Unmasked Estep 
Score: -11442045.000000 Penalty: 5676.805176
	Iteration 26Q: 3 clusters Score -1.144204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 93054 members 
Entering Unmasked Estep 
Score: -11442070.000000 Penalty: 5676.805176
	Iteration 27Q: 3 clusters Score -1.144207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -11442060.000000 Penalty: 5676.805176
	Iteration 28Q: 3 clusters Score -1.144206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 93058 members 
Entering Unmasked Estep 
Score: -11442069.000000 Penalty: 5676.805176
	Iteration 29Q: 3 clusters Score -1.144207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 93057 members 
Entering Unmasked Estep 
Score: -11442069.000000 Penalty: 5676.805176
	Iteration 30Q: 3 clusters Score -1.144207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 93057 members 
Entering Unmasked Estep 
Score: -11442069.000000 Penalty: 5676.805176
	Iteration 31F: 3 clusters Score -1.144207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -63200.835938 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -63200.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61768.730469 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -61768.73 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62207.964844 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -62207.96 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62362.777344 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -62362.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62452.570312 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -62452.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -62517.894531 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -62517.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -62570.250000 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -62570.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -62620.605469 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -62620.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62642.585938 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -62642.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -62651.851562 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -62651.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -62662.683594 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -62662.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62664.121094 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -62664.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -62665.886719 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -62665.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -62667.519531 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -62667.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -62675.296875 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -62675.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -62678.558594 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -62678.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -62679.675781 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -62679.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -62680.972656 Penalty: 3199.433350
	Iteration 16Q: 3 clusters Score -62680.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -62680.972656 Penalty: 3199.433350
	Iteration 17F: 3 clusters Score -62680.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Entering Unmasked Estep 
Score: -696109.125000 Penalty: 2157.190186
	Iteration 0F: 2 clusters Score -696109.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -690915.437500 Penalty: 4314.380371
	Iteration 0F: 3 clusters Score -690915.4 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -692379.125000 Penalty: 4314.380371
	Iteration 1F: 3 clusters Score -692379.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -692821.562500 Penalty: 4314.380371
	Iteration 2F: 3 clusters Score -692821.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -693151.937500 Penalty: 4314.380371
	Iteration 3F: 3 clusters Score -693151.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -693442.125000 Penalty: 4314.380371
	Iteration 4F: 3 clusters Score -693442.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -693671.250000 Penalty: 4314.380371
	Iteration 5F: 3 clusters Score -693671.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -693903.312500 Penalty: 4314.380371
	Iteration 6F: 3 clusters Score -693903.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -694055.250000 Penalty: 4314.380371
	Iteration 7Q: 3 clusters Score -694055.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -694156.000000 Penalty: 4314.380371
	Iteration 8Q: 3 clusters Score -694156 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -694224.187500 Penalty: 4314.380371
	Iteration 9Q: 3 clusters Score -694224.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -694275.937500 Penalty: 4314.380371
	Iteration 10Q: 3 clusters Score -694275.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -694324.312500 Penalty: 4314.380371
	Iteration 11Q: 3 clusters Score -694324.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -694368.062500 Penalty: 4314.380371
	Iteration 12Q: 3 clusters Score -694368.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -694408.312500 Penalty: 4314.380371
	Iteration 13Q: 3 clusters Score -694408.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -694446.750000 Penalty: 4314.380371
	Iteration 14Q: 3 clusters Score -694446.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -694478.500000 Penalty: 4314.380371
	Iteration 15Q: 3 clusters Score -694478.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -694505.250000 Penalty: 4314.380371
	Iteration 16Q: 3 clusters Score -694505.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -694530.437500 Penalty: 4314.380371
	Iteration 17Q: 3 clusters Score -694530.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -694550.937500 Penalty: 4314.380371
	Iteration 18Q: 3 clusters Score -694550.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -694562.250000 Penalty: 4314.380371
	Iteration 19Q: 3 clusters Score -694562.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -694574.875000 Penalty: 4314.380371
	Iteration 20F: 3 clusters Score -694574.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -694584.187500 Penalty: 4314.380371
	Iteration 21Q: 3 clusters Score -694584.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -694594.125000 Penalty: 4314.380371
	Iteration 22Q: 3 clusters Score -694594.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -694599.812500 Penalty: 4314.380371
	Iteration 23Q: 3 clusters Score -694599.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -694605.437500 Penalty: 4314.380371
	Iteration 24Q: 3 clusters Score -694605.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -694611.562500 Penalty: 4314.380371
	Iteration 25Q: 3 clusters Score -694611.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -694619.125000 Penalty: 4314.380371
	Iteration 26Q: 3 clusters Score -694619.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -694624.000000 Penalty: 4314.380371
	Iteration 27Q: 3 clusters Score -694624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -694632.687500 Penalty: 4314.380371
	Iteration 28Q: 3 clusters Score -694632.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -694635.562500 Penalty: 4314.380371
	Iteration 29Q: 3 clusters Score -694635.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -694643.625000 Penalty: 4314.380371
	Iteration 30Q: 3 clusters Score -694643.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -694647.500000 Penalty: 4314.380371
	Iteration 31Q: 3 clusters Score -694647.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -694652.125000 Penalty: 4314.380371
	Iteration 32Q: 3 clusters Score -694652.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -694658.187500 Penalty: 4314.380371
	Iteration 33Q: 3 clusters Score -694658.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -694660.500000 Penalty: 4314.380371
	Iteration 34Q: 3 clusters Score -694660.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -694666.625000 Penalty: 4314.380371
	Iteration 35Q: 3 clusters Score -694666.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -694673.562500 Penalty: 4314.380371
	Iteration 36Q: 3 clusters Score -694673.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -694687.562500 Penalty: 4314.380371
	Iteration 37Q: 3 clusters Score -694687.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -694708.250000 Penalty: 4314.380371
	Iteration 38Q: 3 clusters Score -694708.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -694719.000000 Penalty: 4314.380371
	Iteration 39Q: 3 clusters Score -694719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -694727.125000 Penalty: 4314.380371
	Iteration 40F: 3 clusters Score -694727.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -694732.312500 Penalty: 4314.380371
	Iteration 41Q: 3 clusters Score -694732.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -694734.500000 Penalty: 4314.380371
	Iteration 42Q: 3 clusters Score -694734.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -694740.750000 Penalty: 4314.380371
	Iteration 43Q: 3 clusters Score -694740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -694741.750000 Penalty: 4314.380371
	Iteration 44Q: 3 clusters Score -694741.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -694741.750000 Penalty: 4314.380371
	Iteration 45F: 3 clusters Score -694741.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Entering Unmasked Estep 
Score: -7725452.000000 Penalty: 2740.435547
	Iteration 0F: 2 clusters Score -7725452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -7682940.500000 Penalty: 5480.871094
	Iteration 0F: 3 clusters Score -7682940 nChanged 29351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -7699479.000000 Penalty: 5480.871094
	Iteration 1F: 3 clusters Score -7699479 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -7700128.500000 Penalty: 5480.871094
	Iteration 2Q: 3 clusters Score -7700128 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -7700867.500000 Penalty: 5480.871094
	Iteration 3Q: 3 clusters Score -7700868 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -7701983.000000 Penalty: 5480.871094
	Iteration 4Q: 3 clusters Score -7701983 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -7703456.500000 Penalty: 5480.871094
	Iteration 5Q: 3 clusters Score -7703456 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -7705642.500000 Penalty: 5480.871094
	Iteration 6Q: 3 clusters Score -7705642 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -7708400.500000 Penalty: 5480.871094
	Iteration 7F: 3 clusters Score -7708400 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -7711462.000000 Penalty: 5480.871094
	Iteration 8F: 3 clusters Score -7711462 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -7714029.500000 Penalty: 5480.871094
	Iteration 9F: 3 clusters Score -7714030 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -7716011.500000 Penalty: 5480.871094
	Iteration 10Q: 3 clusters Score -7716012 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -7717334.500000 Penalty: 5480.871094
	Iteration 11Q: 3 clusters Score -7717334 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -7718255.000000 Penalty: 5480.871094
	Iteration 12Q: 3 clusters Score -7718255 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -7719004.000000 Penalty: 5480.871094
	Iteration 13Q: 3 clusters Score -7719004 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -7719557.000000 Penalty: 5480.871094
	Iteration 14Q: 3 clusters Score -7719557 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -7720024.500000 Penalty: 5480.871094
	Iteration 15Q: 3 clusters Score -7720024 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -7720444.500000 Penalty: 5480.871094
	Iteration 16Q: 3 clusters Score -7720444 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -7720815.000000 Penalty: 5480.871094
	Iteration 17Q: 3 clusters Score -7720815 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57880 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -7721149.000000 Penalty: 5480.871094
	Iteration 18Q: 3 clusters Score -7721149 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -7721436.000000 Penalty: 5480.871094
	Iteration 19Q: 3 clusters Score -7721436 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -7721697.000000 Penalty: 5480.871094
	Iteration 20F: 3 clusters Score -7721697 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -7721968.000000 Penalty: 5480.871094
	Iteration 21Q: 3 clusters Score -7721968 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -7722152.500000 Penalty: 5480.871094
	Iteration 22Q: 3 clusters Score -7722152 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60351 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -7722305.000000 Penalty: 5480.871094
	Iteration 23Q: 3 clusters Score -7722305 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -7722419.500000 Penalty: 5480.871094
	Iteration 24Q: 3 clusters Score -7722420 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7722502.000000 Penalty: 5480.871094
	Iteration 25Q: 3 clusters Score -7722502 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -7722578.000000 Penalty: 5480.871094
	Iteration 26Q: 3 clusters Score -7722578 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61155 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -7722659.000000 Penalty: 5480.871094
	Iteration 27Q: 3 clusters Score -7722659 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61279 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7722710.500000 Penalty: 5480.871094
	Iteration 28Q: 3 clusters Score -7722710 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61392 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7722780.500000 Penalty: 5480.871094
	Iteration 29Q: 3 clusters Score -7722780 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7722823.500000 Penalty: 5480.871094
	Iteration 30Q: 3 clusters Score -7722824 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61563 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7722862.000000 Penalty: 5480.871094
	Iteration 31Q: 3 clusters Score -7722862 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7722889.500000 Penalty: 5480.871094
	Iteration 32Q: 3 clusters Score -7722890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7722913.500000 Penalty: 5480.871094
	Iteration 33Q: 3 clusters Score -7722914 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61702 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7722928.500000 Penalty: 5480.871094
	Iteration 34Q: 3 clusters Score -7722928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7722954.500000 Penalty: 5480.871094
	Iteration 35Q: 3 clusters Score -7722954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7722971.000000 Penalty: 5480.871094
	Iteration 36Q: 3 clusters Score -7722971 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7722977.500000 Penalty: 5480.871094
	Iteration 37Q: 3 clusters Score -7722978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7722998.000000 Penalty: 5480.871094
	Iteration 38Q: 3 clusters Score -7722998 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7723000.500000 Penalty: 5480.871094
	Iteration 39Q: 3 clusters Score -7723000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7723016.000000 Penalty: 5480.871094
	Iteration 40F: 3 clusters Score -7723016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7723039.000000 Penalty: 5480.871094
	Iteration 41Q: 3 clusters Score -7723039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7723054.500000 Penalty: 5480.871094
	Iteration 42Q: 3 clusters Score -7723054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7723064.500000 Penalty: 5480.871094
	Iteration 43Q: 3 clusters Score -7723064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7723058.500000 Penalty: 5480.871094
	Iteration 44Q: 3 clusters Score -7723058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62059 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7723079.500000 Penalty: 5480.871094
	Iteration 45Q: 3 clusters Score -7723080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7723097.000000 Penalty: 5480.871094
	Iteration 46Q: 3 clusters Score -7723097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7723102.500000 Penalty: 5480.871094
	Iteration 47Q: 3 clusters Score -7723102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7723119.000000 Penalty: 5480.871094
	Iteration 48Q: 3 clusters Score -7723119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7723126.500000 Penalty: 5480.871094
	Iteration 49Q: 3 clusters Score -7723126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7723124.500000 Penalty: 5480.871094
	Iteration 50Q: 3 clusters Score -7723124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62126 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7723115.000000 Penalty: 5480.871094
	Iteration 51Q: 3 clusters Score -7723115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62132 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7723125.500000 Penalty: 5480.871094
	Iteration 52Q: 3 clusters Score -7723126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62138 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7723132.500000 Penalty: 5480.871094
	Iteration 53Q: 3 clusters Score -7723132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7723132.500000 Penalty: 5480.871094
	Iteration 54Q: 3 clusters Score -7723132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7723136.000000 Penalty: 5480.871094
	Iteration 55Q: 3 clusters Score -7723136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7723136.000000 Penalty: 5480.871094
	Iteration 56F: 3 clusters Score -7723136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -109965.218750 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -109965.2 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 570 members 
Entering Unmasked Estep 
Score: -108051.257812 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -108051.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -108365.875000 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -108365.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -108471.914062 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -108471.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -108572.492188 Penalty: 3485.107666
	Iteration 3F: 3 clusters Score -108572.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -108712.843750 Penalty: 3485.107666
	Iteration 4F: 3 clusters Score -108712.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -109038.484375 Penalty: 3485.107666
	Iteration 5F: 3 clusters Score -109038.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -109818.359375 Penalty: 3485.107666
	Iteration 6F: 3 clusters Score -109818.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -110362.617188 Penalty: 3485.107666
	Iteration 7F: 3 clusters Score -110362.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -110559.632812 Penalty: 3485.107666
	Iteration 8F: 3 clusters Score -110559.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -110604.796875 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -110604.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -110651.570312 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -110651.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -110667.375000 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -110667.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -110670.992188 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -110671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -110671.632812 Penalty: 3485.107666
	Iteration 13Q: 3 clusters Score -110671.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -110671.632812 Penalty: 3485.107666
	Iteration 14F: 3 clusters Score -110671.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93449 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62953 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118677 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26067 members 
Mstep: Class 17 contains 229784 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35675 members 
Mstep: Class 23 contains 219162 members 
Mstep: Class 24 contains 65858 members 
Entering Unmasked Estep 
Score: -104302448.000000 Penalty: 61069.699219
Splitting cluster 8 changes total score from -104303256.000000 to -104302448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -75298.390625 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -75298.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73590.945312 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -73590.95 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73875.414062 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -73875.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73936.148438 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -73936.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73981.195312 Penalty: 3294.673340
	Iteration 3Q: 3 clusters Score -73981.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -74019.968750 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -74019.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74035.273438 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -74035.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74048.132812 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -74048.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74049.390625 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -74049.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74049.390625 Penalty: 3294.673340
	Iteration 8F: 3 clusters Score -74049.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (118677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118677 members 
Entering Unmasked Estep 
Score: -14532638.000000 Penalty: 2897.671875
	Iteration 0F: 2 clusters Score -1.453264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -14453306.000000 Penalty: 5795.343750
	Iteration 0F: 3 clusters Score -1.445331e+07 nChanged 56361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -14485725.000000 Penalty: 5795.343750
	Iteration 1F: 3 clusters Score -1.448572e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -14486573.000000 Penalty: 5795.343750
	Iteration 2Q: 3 clusters Score -1.448657e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 60939 members 
Entering Unmasked Estep 
Score: -14487699.000000 Penalty: 5795.343750
	Iteration 3Q: 3 clusters Score -1.44877e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -14489102.000000 Penalty: 5795.343750
	Iteration 4Q: 3 clusters Score -1.44891e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -14491210.000000 Penalty: 5795.343750
	Iteration 5Q: 3 clusters Score -1.449121e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 64837 members 
Entering Unmasked Estep 
Score: -14494373.000000 Penalty: 5795.343750
	Iteration 6F: 3 clusters Score -1.449437e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 67689 members 
Entering Unmasked Estep 
Score: -14499005.000000 Penalty: 5795.343750
	Iteration 7F: 3 clusters Score -1.4499e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 71398 members 
Entering Unmasked Estep 
Score: -14505679.000000 Penalty: 5795.343750
	Iteration 8F: 3 clusters Score -1.450568e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 75177 members 
Entering Unmasked Estep 
Score: -14513221.000000 Penalty: 5795.343750
	Iteration 9F: 3 clusters Score -1.451322e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -14518438.000000 Penalty: 5795.343750
	Iteration 10F: 3 clusters Score -1.451844e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 80127 members 
Entering Unmasked Estep 
Score: -14520791.000000 Penalty: 5795.343750
	Iteration 11Q: 3 clusters Score -1.452079e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 81811 members 
Entering Unmasked Estep 
Score: -14521795.000000 Penalty: 5795.343750
	Iteration 12Q: 3 clusters Score -1.45218e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 83435 members 
Entering Unmasked Estep 
Score: -14522738.000000 Penalty: 5795.343750
	Iteration 13Q: 3 clusters Score -1.452274e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 84930 members 
Entering Unmasked Estep 
Score: -14523346.000000 Penalty: 5795.343750
	Iteration 14Q: 3 clusters Score -1.452335e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 86237 members 
Entering Unmasked Estep 
Score: -14523860.000000 Penalty: 5795.343750
	Iteration 15Q: 3 clusters Score -1.452386e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 87461 members 
Entering Unmasked Estep 
Score: -14524209.000000 Penalty: 5795.343750
	Iteration 16Q: 3 clusters Score -1.452421e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 88637 members 
Entering Unmasked Estep 
Score: -14524598.000000 Penalty: 5795.343750
	Iteration 17Q: 3 clusters Score -1.45246e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 89749 members 
Entering Unmasked Estep 
Score: -14524803.000000 Penalty: 5795.343750
	Iteration 18Q: 3 clusters Score -1.45248e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 90898 members 
Entering Unmasked Estep 
Score: -14524992.000000 Penalty: 5795.343750
	Iteration 19Q: 3 clusters Score -1.452499e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 91994 members 
Entering Unmasked Estep 
Score: -14525261.000000 Penalty: 5795.343750
	Iteration 20F: 3 clusters Score -1.452526e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 93045 members 
Entering Unmasked Estep 
Score: -14525573.000000 Penalty: 5795.343750
	Iteration 21Q: 3 clusters Score -1.452557e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 93968 members 
Entering Unmasked Estep 
Score: -14525756.000000 Penalty: 5795.343750
	Iteration 22Q: 3 clusters Score -1.452576e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 94845 members 
Entering Unmasked Estep 
Score: -14525866.000000 Penalty: 5795.343750
	Iteration 23Q: 3 clusters Score -1.452587e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 95720 members 
Entering Unmasked Estep 
Score: -14526053.000000 Penalty: 5795.343750
	Iteration 24Q: 3 clusters Score -1.452605e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 96597 members 
Entering Unmasked Estep 
Score: -14526196.000000 Penalty: 5795.343750
	Iteration 25Q: 3 clusters Score -1.45262e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -14526396.000000 Penalty: 5795.343750
	Iteration 26Q: 3 clusters Score -1.45264e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 98282 members 
Entering Unmasked Estep 
Score: -14526614.000000 Penalty: 5795.343750
	Iteration 27Q: 3 clusters Score -1.452661e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 99126 members 
Entering Unmasked Estep 
Score: -14526756.000000 Penalty: 5795.343750
	Iteration 28Q: 3 clusters Score -1.452676e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 100047 members 
Entering Unmasked Estep 
Score: -14526906.000000 Penalty: 5795.343750
	Iteration 29Q: 3 clusters Score -1.452691e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 100930 members 
Entering Unmasked Estep 
Score: -14527138.000000 Penalty: 5795.343750
	Iteration 30Q: 3 clusters Score -1.452714e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 101842 members 
Entering Unmasked Estep 
Score: -14527405.000000 Penalty: 5795.343750
	Iteration 31Q: 3 clusters Score -1.45274e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 102741 members 
Entering Unmasked Estep 
Score: -14527561.000000 Penalty: 5795.343750
	Iteration 32Q: 3 clusters Score -1.452756e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 103627 members 
Entering Unmasked Estep 
Score: -14527810.000000 Penalty: 5795.343750
	Iteration 33Q: 3 clusters Score -1.452781e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 104482 members 
Entering Unmasked Estep 
Score: -14528017.000000 Penalty: 5795.343750
	Iteration 34Q: 3 clusters Score -1.452802e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 105302 members 
Entering Unmasked Estep 
Score: -14528154.000000 Penalty: 5795.343750
	Iteration 35Q: 3 clusters Score -1.452815e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 106076 members 
Entering Unmasked Estep 
Score: -14528396.000000 Penalty: 5795.343750
	Iteration 36Q: 3 clusters Score -1.45284e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 106843 members 
Entering Unmasked Estep 
Score: -14528568.000000 Penalty: 5795.343750
	Iteration 37Q: 3 clusters Score -1.452857e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 107553 members 
Entering Unmasked Estep 
Score: -14528725.000000 Penalty: 5795.343750
	Iteration 38Q: 3 clusters Score -1.452872e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 108242 members 
Entering Unmasked Estep 
Score: -14528955.000000 Penalty: 5795.343750
	Iteration 39Q: 3 clusters Score -1.452896e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 108895 members 
Entering Unmasked Estep 
Score: -14529184.000000 Penalty: 5795.343750
	Iteration 40F: 3 clusters Score -1.452918e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 109478 members 
Entering Unmasked Estep 
Score: -14529305.000000 Penalty: 5795.343750
	Iteration 41Q: 3 clusters Score -1.45293e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 110065 members 
Entering Unmasked Estep 
Score: -14529472.000000 Penalty: 5795.343750
	Iteration 42Q: 3 clusters Score -1.452947e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 110612 members 
Entering Unmasked Estep 
Score: -14529581.000000 Penalty: 5795.343750
	Iteration 43Q: 3 clusters Score -1.452958e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 111097 members 
Entering Unmasked Estep 
Score: -14529704.000000 Penalty: 5795.343750
	Iteration 44Q: 3 clusters Score -1.45297e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 111527 members 
Entering Unmasked Estep 
Score: -14529783.000000 Penalty: 5795.343750
	Iteration 45Q: 3 clusters Score -1.452978e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 111932 members 
Entering Unmasked Estep 
Score: -14529867.000000 Penalty: 5795.343750
	Iteration 46Q: 3 clusters Score -1.452987e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 112320 members 
Entering Unmasked Estep 
Score: -14529968.000000 Penalty: 5795.343750
	Iteration 47Q: 3 clusters Score -1.452997e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 112696 members 
Entering Unmasked Estep 
Score: -14530093.000000 Penalty: 5795.343750
	Iteration 48Q: 3 clusters Score -1.453009e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 113019 members 
Entering Unmasked Estep 
Score: -14530188.000000 Penalty: 5795.343750
	Iteration 49Q: 3 clusters Score -1.453019e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 113296 members 
Entering Unmasked Estep 
Score: -14530270.000000 Penalty: 5795.343750
	Iteration 50Q: 3 clusters Score -1.453027e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 113561 members 
Entering Unmasked Estep 
Score: -14530340.000000 Penalty: 5795.343750
	Iteration 51Q: 3 clusters Score -1.453034e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 113770 members 
Entering Unmasked Estep 
Score: -14530326.000000 Penalty: 5795.343750
	Iteration 52Q: 3 clusters Score -1.453033e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 113956 members 
Entering Unmasked Estep 
Score: -14530367.000000 Penalty: 5795.343750
	Iteration 53Q: 3 clusters Score -1.453037e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 114117 members 
Entering Unmasked Estep 
Score: -14530352.000000 Penalty: 5795.343750
	Iteration 54Q: 3 clusters Score -1.453035e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 114275 members 
Entering Unmasked Estep 
Score: -14530400.000000 Penalty: 5795.343750
	Iteration 55Q: 3 clusters Score -1.45304e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 114410 members 
Entering Unmasked Estep 
Score: -14530462.000000 Penalty: 5795.343750
	Iteration 56Q: 3 clusters Score -1.453046e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 114545 members 
Entering Unmasked Estep 
Score: -14530513.000000 Penalty: 5795.343750
	Iteration 57Q: 3 clusters Score -1.453051e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 114667 members 
Entering Unmasked Estep 
Score: -14530527.000000 Penalty: 5795.343750
	Iteration 58Q: 3 clusters Score -1.453053e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 114779 members 
Entering Unmasked Estep 
Score: -14530544.000000 Penalty: 5795.343750
	Iteration 59Q: 3 clusters Score -1.453054e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 114891 members 
Entering Unmasked Estep 
Score: -14530560.000000 Penalty: 5795.343750
	Iteration 60F: 3 clusters Score -1.453056e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 114969 members 
Entering Unmasked Estep 
Score: -14530558.000000 Penalty: 5795.343750
	Iteration 61Q: 3 clusters Score -1.453056e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 115032 members 
Entering Unmasked Estep 
Score: -14530550.000000 Penalty: 5795.343750
	Iteration 62Q: 3 clusters Score -1.453055e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 115099 members 
Entering Unmasked Estep 
Score: -14530562.000000 Penalty: 5795.343750
	Iteration 63Q: 3 clusters Score -1.453056e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 115163 members 
Entering Unmasked Estep 
Score: -14530575.000000 Penalty: 5795.343750
	Iteration 64Q: 3 clusters Score -1.453058e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 115217 members 
Entering Unmasked Estep 
Score: -14530618.000000 Penalty: 5795.343750
	Iteration 65Q: 3 clusters Score -1.453062e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 115263 members 
Entering Unmasked Estep 
Score: -14530612.000000 Penalty: 5795.343750
	Iteration 66Q: 3 clusters Score -1.453061e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 115306 members 
Entering Unmasked Estep 
Score: -14530620.000000 Penalty: 5795.343750
	Iteration 67Q: 3 clusters Score -1.453062e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 115345 members 
Entering Unmasked Estep 
Score: -14530620.000000 Penalty: 5795.343750
	Iteration 68Q: 3 clusters Score -1.453062e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 115382 members 
Entering Unmasked Estep 
Score: -14530623.000000 Penalty: 5795.343750
	Iteration 69Q: 3 clusters Score -1.453062e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 115414 members 
Entering Unmasked Estep 
Score: -14530629.000000 Penalty: 5795.343750
	Iteration 70Q: 3 clusters Score -1.453063e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 115448 members 
Entering Unmasked Estep 
Score: -14530655.000000 Penalty: 5795.343750
	Iteration 71Q: 3 clusters Score -1.453066e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 115469 members 
Entering Unmasked Estep 
Score: -14530648.000000 Penalty: 5795.343750
	Iteration 72Q: 3 clusters Score -1.453065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 115483 members 
Entering Unmasked Estep 
Score: -14530655.000000 Penalty: 5795.343750
	Iteration 73Q: 3 clusters Score -1.453066e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 115503 members 
Entering Unmasked Estep 
Score: -14530661.000000 Penalty: 5795.343750
	Iteration 74Q: 3 clusters Score -1.453066e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 115531 members 
Entering Unmasked Estep 
Score: -14530664.000000 Penalty: 5795.343750
	Iteration 75Q: 3 clusters Score -1.453066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 115550 members 
Entering Unmasked Estep 
Score: -14530651.000000 Penalty: 5795.343750
	Iteration 76Q: 3 clusters Score -1.453065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 115566 members 
Entering Unmasked Estep 
Score: -14530659.000000 Penalty: 5795.343750
	Iteration 77Q: 3 clusters Score -1.453066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 115588 members 
Entering Unmasked Estep 
Score: -14530688.000000 Penalty: 5795.343750
	Iteration 78Q: 3 clusters Score -1.453069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 115603 members 
Entering Unmasked Estep 
Score: -14530691.000000 Penalty: 5795.343750
	Iteration 79Q: 3 clusters Score -1.453069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 115618 members 
Entering Unmasked Estep 
Score: -14530692.000000 Penalty: 5795.343750
	Iteration 80F: 3 clusters Score -1.453069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 115635 members 
Entering Unmasked Estep 
Score: -14530696.000000 Penalty: 5795.343750
	Iteration 81Q: 3 clusters Score -1.45307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 115647 members 
Entering Unmasked Estep 
Score: -14530709.000000 Penalty: 5795.343750
	Iteration 82Q: 3 clusters Score -1.453071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 115656 members 
Entering Unmasked Estep 
Score: -14530690.000000 Penalty: 5795.343750
	Iteration 83Q: 3 clusters Score -1.453069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 115664 members 
Entering Unmasked Estep 
Score: -14530686.000000 Penalty: 5795.343750
	Iteration 84Q: 3 clusters Score -1.453069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 115671 members 
Entering Unmasked Estep 
Score: -14530686.000000 Penalty: 5795.343750
	Iteration 85Q: 3 clusters Score -1.453069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 115676 members 
Entering Unmasked Estep 
Score: -14530689.000000 Penalty: 5795.343750
	Iteration 86Q: 3 clusters Score -1.453069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 115685 members 
Entering Unmasked Estep 
Score: -14530690.000000 Penalty: 5795.343750
	Iteration 87Q: 3 clusters Score -1.453069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 115692 members 
Entering Unmasked Estep 
Score: -14530692.000000 Penalty: 5795.343750
	Iteration 88Q: 3 clusters Score -1.453069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 115699 members 
Entering Unmasked Estep 
Score: -14530711.000000 Penalty: 5795.343750
	Iteration 89Q: 3 clusters Score -1.453071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 115704 members 
Entering Unmasked Estep 
Score: -14530723.000000 Penalty: 5795.343750
	Iteration 90Q: 3 clusters Score -1.453072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 115709 members 
Entering Unmasked Estep 
Score: -14530723.000000 Penalty: 5795.343750
	Iteration 91Q: 3 clusters Score -1.453072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 115712 members 
Entering Unmasked Estep 
Score: -14530711.000000 Penalty: 5795.343750
	Iteration 92Q: 3 clusters Score -1.453071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 115716 members 
Entering Unmasked Estep 
Score: -14530708.000000 Penalty: 5795.343750
	Iteration 93Q: 3 clusters Score -1.453071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 115718 members 
Entering Unmasked Estep 
Score: -14530703.000000 Penalty: 5795.343750
	Iteration 94Q: 3 clusters Score -1.45307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 115719 members 
Entering Unmasked Estep 
Score: -14530702.000000 Penalty: 5795.343750
	Iteration 95Q: 3 clusters Score -1.45307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 115719 members 
Entering Unmasked Estep 
Score: -14530702.000000 Penalty: 5795.343750
	Iteration 96F: 3 clusters Score -1.45307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -294046.531250 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -294046.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -290950.218750 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -290950.2 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -291557.531250 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -291557.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -291738.750000 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -291738.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -291846.812500 Penalty: 3917.059082
	Iteration 3Q: 3 clusters Score -291846.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -291936.531250 Penalty: 3917.059082
	Iteration 4Q: 3 clusters Score -291936.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -291991.312500 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -291991.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -292033.281250 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -292033.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -292063.906250 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -292063.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -292093.687500 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -292093.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -292121.781250 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -292121.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -292148.750000 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -292148.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -292179.937500 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -292179.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -292202.625000 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -292202.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -292230.812500 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -292230.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -292258.781250 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -292258.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -292281.687500 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -292281.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -292300.906250 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -292300.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -292313.312500 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -292313.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -292325.718750 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -292325.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -292337.031250 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -292337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -292353.250000 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -292353.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -292370.875000 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -292370.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -292383.656250 Penalty: 3917.059082
	Iteration 22Q: 3 clusters Score -292383.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -292392.093750 Penalty: 3917.059082
	Iteration 23Q: 3 clusters Score -292392.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -292398.687500 Penalty: 3917.059082
	Iteration 24Q: 3 clusters Score -292398.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -292409.625000 Penalty: 3917.059082
	Iteration 25Q: 3 clusters Score -292409.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -292418.593750 Penalty: 3917.059082
	Iteration 26Q: 3 clusters Score -292418.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -292427.781250 Penalty: 3917.059082
	Iteration 27Q: 3 clusters Score -292427.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -292436.093750 Penalty: 3917.059082
	Iteration 28Q: 3 clusters Score -292436.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -292443.187500 Penalty: 3917.059082
	Iteration 29Q: 3 clusters Score -292443.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -292447.937500 Penalty: 3917.059082
	Iteration 30Q: 3 clusters Score -292447.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -292451.843750 Penalty: 3917.059082
	Iteration 31Q: 3 clusters Score -292451.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -292456.093750 Penalty: 3917.059082
	Iteration 32Q: 3 clusters Score -292456.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -292461.500000 Penalty: 3917.059082
	Iteration 33Q: 3 clusters Score -292461.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -292466.125000 Penalty: 3917.059082
	Iteration 34Q: 3 clusters Score -292466.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -292472.812500 Penalty: 3917.059082
	Iteration 35Q: 3 clusters Score -292472.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -292478.031250 Penalty: 3917.059082
	Iteration 36Q: 3 clusters Score -292478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -292481.500000 Penalty: 3917.059082
	Iteration 37Q: 3 clusters Score -292481.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -292483.125000 Penalty: 3917.059082
	Iteration 38Q: 3 clusters Score -292483.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -292484.906250 Penalty: 3917.059082
	Iteration 39Q: 3 clusters Score -292484.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -292487.531250 Penalty: 3917.059082
	Iteration 40F: 3 clusters Score -292487.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -292488.250000 Penalty: 3917.059082
	Iteration 41Q: 3 clusters Score -292488.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -292490.437500 Penalty: 3917.059082
	Iteration 42Q: 3 clusters Score -292490.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -292492.656250 Penalty: 3917.059082
	Iteration 43Q: 3 clusters Score -292492.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -292494.750000 Penalty: 3917.059082
	Iteration 44Q: 3 clusters Score -292494.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -292499.812500 Penalty: 3917.059082
	Iteration 45Q: 3 clusters Score -292499.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -292504.062500 Penalty: 3917.059082
	Iteration 46Q: 3 clusters Score -292504.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -292506.500000 Penalty: 3917.059082
	Iteration 47Q: 3 clusters Score -292506.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -292509.437500 Penalty: 3917.059082
	Iteration 48Q: 3 clusters Score -292509.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -292509.812500 Penalty: 3917.059082
	Iteration 49Q: 3 clusters Score -292509.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -292511.562500 Penalty: 3917.059082
	Iteration 50Q: 3 clusters Score -292511.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -292511.875000 Penalty: 3917.059082
	Iteration 51Q: 3 clusters Score -292511.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -292511.875000 Penalty: 3917.059082
	Iteration 52F: 3 clusters Score -292511.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Entering Unmasked Estep 
Score: -3204153.250000 Penalty: 2521.769531
	Iteration 0F: 2 clusters Score -3204153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -3186163.250000 Penalty: 5043.539062
	Iteration 0F: 3 clusters Score -3186163 nChanged 11688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3192331.750000 Penalty: 5043.539062
	Iteration 1F: 3 clusters Score -3192332 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3192713.000000 Penalty: 5043.539062
	Iteration 2Q: 3 clusters Score -3192713 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -3193036.250000 Penalty: 5043.539062
	Iteration 3Q: 3 clusters Score -3193036 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3193339.250000 Penalty: 5043.539062
	Iteration 4Q: 3 clusters Score -3193339 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -3193658.500000 Penalty: 5043.539062
	Iteration 5Q: 3 clusters Score -3193658 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -3194092.000000 Penalty: 5043.539062
	Iteration 6Q: 3 clusters Score -3194092 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -3194681.250000 Penalty: 5043.539062
	Iteration 7Q: 3 clusters Score -3194681 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -3195509.000000 Penalty: 5043.539062
	Iteration 8Q: 3 clusters Score -3195509 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -3196575.000000 Penalty: 5043.539062
	Iteration 9F: 3 clusters Score -3196575 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3197747.000000 Penalty: 5043.539062
	Iteration 10F: 3 clusters Score -3197747 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3199009.500000 Penalty: 5043.539062
	Iteration 11F: 3 clusters Score -3199010 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3200088.000000 Penalty: 5043.539062
	Iteration 12Q: 3 clusters Score -3200088 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3200892.250000 Penalty: 5043.539062
	Iteration 13Q: 3 clusters Score -3200892 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3201339.000000 Penalty: 5043.539062
	Iteration 14Q: 3 clusters Score -3201339 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3201587.250000 Penalty: 5043.539062
	Iteration 15Q: 3 clusters Score -3201587 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3201736.000000 Penalty: 5043.539062
	Iteration 16Q: 3 clusters Score -3201736 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3201817.750000 Penalty: 5043.539062
	Iteration 17Q: 3 clusters Score -3201818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3201887.000000 Penalty: 5043.539062
	Iteration 18Q: 3 clusters Score -3201887 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3201936.250000 Penalty: 5043.539062
	Iteration 19Q: 3 clusters Score -3201936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3201969.250000 Penalty: 5043.539062
	Iteration 20F: 3 clusters Score -3201969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3201994.250000 Penalty: 5043.539062
	Iteration 21Q: 3 clusters Score -3201994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3202006.750000 Penalty: 5043.539062
	Iteration 22Q: 3 clusters Score -3202007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3202019.500000 Penalty: 5043.539062
	Iteration 23Q: 3 clusters Score -3202020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3202022.000000 Penalty: 5043.539062
	Iteration 24Q: 3 clusters Score -3202022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3202028.500000 Penalty: 5043.539062
	Iteration 25Q: 3 clusters Score -3202028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3202026.500000 Penalty: 5043.539062
	Iteration 26Q: 3 clusters Score -3202026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3202029.500000 Penalty: 5043.539062
	Iteration 27Q: 3 clusters Score -3202030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3202034.250000 Penalty: 5043.539062
	Iteration 28Q: 3 clusters Score -3202034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3202032.750000 Penalty: 5043.539062
	Iteration 29Q: 3 clusters Score -3202033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3202037.750000 Penalty: 5043.539062
	Iteration 30Q: 3 clusters Score -3202038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3202037.750000 Penalty: 5043.539062
	Iteration 31F: 3 clusters Score -3202038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (229784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229784 members 
Entering Unmasked Estep 
Score: -27864176.000000 Penalty: 3061.533936
	Iteration 0F: 2 clusters Score -2.786418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114359 members 
Mstep: Class 2 contains 115425 members 
Entering Unmasked Estep 
Score: -27716540.000000 Penalty: 6123.067871
	Iteration 0F: 3 clusters Score -2.771654e+07 nChanged 111236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104827 members 
Mstep: Class 2 contains 124957 members 
Entering Unmasked Estep 
Score: -27782926.000000 Penalty: 6123.067871
	Iteration 1F: 3 clusters Score -2.778293e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98632 members 
Mstep: Class 2 contains 131152 members 
Entering Unmasked Estep 
Score: -27785286.000000 Penalty: 6123.067871
	Iteration 2Q: 3 clusters Score -2.778529e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89094 members 
Mstep: Class 2 contains 140690 members 
Entering Unmasked Estep 
Score: -27789594.000000 Penalty: 6123.067871
	Iteration 3Q: 3 clusters Score -2.778959e+07 nChanged 14523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74843 members 
Mstep: Class 2 contains 154941 members 
Entering Unmasked Estep 
Score: -27798248.000000 Penalty: 6123.067871
	Iteration 4F: 3 clusters Score -2.779825e+07 nChanged 19176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 174019 members 
Entering Unmasked Estep 
Score: -27813390.000000 Penalty: 6123.067871
	Iteration 5F: 3 clusters Score -2.781339e+07 nChanged 21353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 195326 members 
Entering Unmasked Estep 
Score: -27833236.000000 Penalty: 6123.067871
	Iteration 6F: 3 clusters Score -2.783324e+07 nChanged 17126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 212440 members 
Entering Unmasked Estep 
Score: -27847772.000000 Penalty: 6123.067871
	Iteration 7F: 3 clusters Score -2.784777e+07 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 221793 members 
Entering Unmasked Estep 
Score: -27855602.000000 Penalty: 6123.067871
	Iteration 8Q: 3 clusters Score -2.78556e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 225658 members 
Entering Unmasked Estep 
Score: -27858844.000000 Penalty: 6123.067871
	Iteration 9Q: 3 clusters Score -2.785884e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 227151 members 
Entering Unmasked Estep 
Score: -27860154.000000 Penalty: 6123.067871
	Iteration 10Q: 3 clusters Score -2.786015e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 227798 members 
Entering Unmasked Estep 
Score: -27860756.000000 Penalty: 6123.067871
	Iteration 11Q: 3 clusters Score -2.786076e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 228110 members 
Entering Unmasked Estep 
Score: -27861048.000000 Penalty: 6123.067871
	Iteration 12Q: 3 clusters Score -2.786105e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 228297 members 
Entering Unmasked Estep 
Score: -27861192.000000 Penalty: 6123.067871
	Iteration 13Q: 3 clusters Score -2.786119e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 228417 members 
Entering Unmasked Estep 
Score: -27861236.000000 Penalty: 6123.067871
	Iteration 14Q: 3 clusters Score -2.786124e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 228507 members 
Entering Unmasked Estep 
Score: -27861340.000000 Penalty: 6123.067871
	Iteration 15Q: 3 clusters Score -2.786134e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 228561 members 
Entering Unmasked Estep 
Score: -27861400.000000 Penalty: 6123.067871
	Iteration 16Q: 3 clusters Score -2.78614e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 228589 members 
Entering Unmasked Estep 
Score: -27861426.000000 Penalty: 6123.067871
	Iteration 17Q: 3 clusters Score -2.786143e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 228608 members 
Entering Unmasked Estep 
Score: -27861446.000000 Penalty: 6123.067871
	Iteration 18Q: 3 clusters Score -2.786145e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 228620 members 
Entering Unmasked Estep 
Score: -27861454.000000 Penalty: 6123.067871
	Iteration 19Q: 3 clusters Score -2.786145e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 228633 members 
Entering Unmasked Estep 
Score: -27861506.000000 Penalty: 6123.067871
	Iteration 20F: 3 clusters Score -2.786151e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 228641 members 
Entering Unmasked Estep 
Score: -27861510.000000 Penalty: 6123.067871
	Iteration 21Q: 3 clusters Score -2.786151e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 228651 members 
Entering Unmasked Estep 
Score: -27861548.000000 Penalty: 6123.067871
	Iteration 22Q: 3 clusters Score -2.786155e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 228668 members 
Entering Unmasked Estep 
Score: -27861582.000000 Penalty: 6123.067871
	Iteration 23Q: 3 clusters Score -2.786158e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 228677 members 
Entering Unmasked Estep 
Score: -27861596.000000 Penalty: 6123.067871
	Iteration 24Q: 3 clusters Score -2.78616e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 228689 members 
Entering Unmasked Estep 
Score: -27861604.000000 Penalty: 6123.067871
	Iteration 25Q: 3 clusters Score -2.78616e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 228698 members 
Entering Unmasked Estep 
Score: -27861622.000000 Penalty: 6123.067871
	Iteration 26Q: 3 clusters Score -2.786162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 228707 members 
Entering Unmasked Estep 
Score: -27861628.000000 Penalty: 6123.067871
	Iteration 27Q: 3 clusters Score -2.786163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 228716 members 
Entering Unmasked Estep 
Score: -27861656.000000 Penalty: 6123.067871
	Iteration 28Q: 3 clusters Score -2.786166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 228722 members 
Entering Unmasked Estep 
Score: -27861650.000000 Penalty: 6123.067871
	Iteration 29Q: 3 clusters Score -2.786165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 228718 members 
Entering Unmasked Estep 
Score: -27861664.000000 Penalty: 6123.067871
	Iteration 30Q: 3 clusters Score -2.786166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 228724 members 
Entering Unmasked Estep 
Score: -27861646.000000 Penalty: 6123.067871
	Iteration 31Q: 3 clusters Score -2.786165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 228726 members 
Entering Unmasked Estep 
Score: -27861664.000000 Penalty: 6123.067871
	Iteration 32Q: 3 clusters Score -2.786166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 228725 members 
Entering Unmasked Estep 
Score: -27861676.000000 Penalty: 6123.067871
	Iteration 33Q: 3 clusters Score -2.786168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 228727 members 
Entering Unmasked Estep 
Score: -27861658.000000 Penalty: 6123.067871
	Iteration 34Q: 3 clusters Score -2.786166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 228727 members 
Entering Unmasked Estep 
Score: -27861658.000000 Penalty: 6123.067871
	Iteration 35Q: 3 clusters Score -2.786166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 228724 members 
Entering Unmasked Estep 
Score: -27861672.000000 Penalty: 6123.067871
	Iteration 36Q: 3 clusters Score -2.786167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 228722 members 
Entering Unmasked Estep 
Score: -27861678.000000 Penalty: 6123.067871
	Iteration 37Q: 3 clusters Score -2.786168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 228722 members 
Entering Unmasked Estep 
Score: -27861678.000000 Penalty: 6123.067871
	Iteration 38F: 3 clusters Score -2.786168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Entering Unmasked Estep 
Score: -440061.625000 Penalty: 2048.153076
	Iteration 0F: 2 clusters Score -440061.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -436265.718750 Penalty: 4096.306152
	Iteration 0F: 3 clusters Score -436265.7 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -437169.062500 Penalty: 4096.306152
	Iteration 1F: 3 clusters Score -437169.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -437403.656250 Penalty: 4096.306152
	Iteration 2F: 3 clusters Score -437403.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -437553.406250 Penalty: 4096.306152
	Iteration 3F: 3 clusters Score -437553.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -437676.375000 Penalty: 4096.306152
	Iteration 4Q: 3 clusters Score -437676.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -437769.031250 Penalty: 4096.306152
	Iteration 5Q: 3 clusters Score -437769 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -437820.937500 Penalty: 4096.306152
	Iteration 6Q: 3 clusters Score -437820.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -437859.000000 Penalty: 4096.306152
	Iteration 7Q: 3 clusters Score -437859 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -437894.500000 Penalty: 4096.306152
	Iteration 8Q: 3 clusters Score -437894.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -437927.468750 Penalty: 4096.306152
	Iteration 9Q: 3 clusters Score -437927.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -437957.875000 Penalty: 4096.306152
	Iteration 10Q: 3 clusters Score -437957.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -437992.312500 Penalty: 4096.306152
	Iteration 11Q: 3 clusters Score -437992.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -438023.312500 Penalty: 4096.306152
	Iteration 12Q: 3 clusters Score -438023.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -438050.312500 Penalty: 4096.306152
	Iteration 13Q: 3 clusters Score -438050.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -438072.312500 Penalty: 4096.306152
	Iteration 14Q: 3 clusters Score -438072.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -438094.125000 Penalty: 4096.306152
	Iteration 15Q: 3 clusters Score -438094.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -438122.468750 Penalty: 4096.306152
	Iteration 16Q: 3 clusters Score -438122.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -438146.000000 Penalty: 4096.306152
	Iteration 17Q: 3 clusters Score -438146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -438164.812500 Penalty: 4096.306152
	Iteration 18Q: 3 clusters Score -438164.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -438179.156250 Penalty: 4096.306152
	Iteration 19Q: 3 clusters Score -438179.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -438189.875000 Penalty: 4096.306152
	Iteration 20F: 3 clusters Score -438189.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -438195.500000 Penalty: 4096.306152
	Iteration 21Q: 3 clusters Score -438195.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -438199.843750 Penalty: 4096.306152
	Iteration 22Q: 3 clusters Score -438199.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -438206.531250 Penalty: 4096.306152
	Iteration 23Q: 3 clusters Score -438206.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -438212.406250 Penalty: 4096.306152
	Iteration 24Q: 3 clusters Score -438212.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -438218.468750 Penalty: 4096.306152
	Iteration 25Q: 3 clusters Score -438218.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -438219.781250 Penalty: 4096.306152
	Iteration 26Q: 3 clusters Score -438219.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -438222.906250 Penalty: 4096.306152
	Iteration 27Q: 3 clusters Score -438222.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -438227.875000 Penalty: 4096.306152
	Iteration 28Q: 3 clusters Score -438227.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -438233.812500 Penalty: 4096.306152
	Iteration 29Q: 3 clusters Score -438233.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -438240.281250 Penalty: 4096.306152
	Iteration 30Q: 3 clusters Score -438240.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -438246.000000 Penalty: 4096.306152
	Iteration 31Q: 3 clusters Score -438246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -438255.468750 Penalty: 4096.306152
	Iteration 32Q: 3 clusters Score -438255.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -438270.125000 Penalty: 4096.306152
	Iteration 33Q: 3 clusters Score -438270.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -438289.625000 Penalty: 4096.306152
	Iteration 34Q: 3 clusters Score -438289.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -438308.000000 Penalty: 4096.306152
	Iteration 35Q: 3 clusters Score -438308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -438323.750000 Penalty: 4096.306152
	Iteration 36Q: 3 clusters Score -438323.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -438336.812500 Penalty: 4096.306152
	Iteration 37Q: 3 clusters Score -438336.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -438354.812500 Penalty: 4096.306152
	Iteration 38Q: 3 clusters Score -438354.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -438370.125000 Penalty: 4096.306152
	Iteration 39Q: 3 clusters Score -438370.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -438379.531250 Penalty: 4096.306152
	Iteration 40F: 3 clusters Score -438379.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -438385.437500 Penalty: 4096.306152
	Iteration 41Q: 3 clusters Score -438385.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -438389.187500 Penalty: 4096.306152
	Iteration 42Q: 3 clusters Score -438389.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -438394.718750 Penalty: 4096.306152
	Iteration 43Q: 3 clusters Score -438394.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -438397.531250 Penalty: 4096.306152
	Iteration 44Q: 3 clusters Score -438397.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -438400.937500 Penalty: 4096.306152
	Iteration 45Q: 3 clusters Score -438400.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -438404.750000 Penalty: 4096.306152
	Iteration 46Q: 3 clusters Score -438404.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -438408.000000 Penalty: 4096.306152
	Iteration 47Q: 3 clusters Score -438408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -438414.000000 Penalty: 4096.306152
	Iteration 48Q: 3 clusters Score -438414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -438420.656250 Penalty: 4096.306152
	Iteration 49Q: 3 clusters Score -438420.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -438424.718750 Penalty: 4096.306152
	Iteration 50Q: 3 clusters Score -438424.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -438427.843750 Penalty: 4096.306152
	Iteration 51Q: 3 clusters Score -438427.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -438433.531250 Penalty: 4096.306152
	Iteration 52Q: 3 clusters Score -438433.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -438435.750000 Penalty: 4096.306152
	Iteration 53Q: 3 clusters Score -438435.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -438437.968750 Penalty: 4096.306152
	Iteration 54Q: 3 clusters Score -438438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -438442.343750 Penalty: 4096.306152
	Iteration 55Q: 3 clusters Score -438442.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -438447.437500 Penalty: 4096.306152
	Iteration 56Q: 3 clusters Score -438447.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -438451.593750 Penalty: 4096.306152
	Iteration 57Q: 3 clusters Score -438451.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -438455.593750 Penalty: 4096.306152
	Iteration 58Q: 3 clusters Score -438455.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -438460.125000 Penalty: 4096.306152
	Iteration 59Q: 3 clusters Score -438460.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -438465.625000 Penalty: 4096.306152
	Iteration 60F: 3 clusters Score -438465.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -438467.281250 Penalty: 4096.306152
	Iteration 61Q: 3 clusters Score -438467.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -438468.281250 Penalty: 4096.306152
	Iteration 62Q: 3 clusters Score -438468.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -438468.937500 Penalty: 4096.306152
	Iteration 63Q: 3 clusters Score -438468.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -438468.937500 Penalty: 4096.306152
	Iteration 64F: 3 clusters Score -438468.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Entering Unmasked Estep 
Score: -500809.968750 Penalty: 2080.561035
	Iteration 0F: 2 clusters Score -500810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -496646.687500 Penalty: 4161.122070
	Iteration 0F: 3 clusters Score -496646.7 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -497609.218750 Penalty: 4161.122070
	Iteration 1F: 3 clusters Score -497609.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -497806.843750 Penalty: 4161.122070
	Iteration 2F: 3 clusters Score -497806.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -497921.343750 Penalty: 4161.122070
	Iteration 3Q: 3 clusters Score -497921.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -497996.281250 Penalty: 4161.122070
	Iteration 4Q: 3 clusters Score -497996.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -498042.656250 Penalty: 4161.122070
	Iteration 5Q: 3 clusters Score -498042.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -498076.843750 Penalty: 4161.122070
	Iteration 6Q: 3 clusters Score -498076.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -498098.812500 Penalty: 4161.122070
	Iteration 7Q: 3 clusters Score -498098.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -498118.468750 Penalty: 4161.122070
	Iteration 8Q: 3 clusters Score -498118.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -498137.625000 Penalty: 4161.122070
	Iteration 9Q: 3 clusters Score -498137.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -498154.781250 Penalty: 4161.122070
	Iteration 10Q: 3 clusters Score -498154.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -498165.500000 Penalty: 4161.122070
	Iteration 11Q: 3 clusters Score -498165.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -498177.812500 Penalty: 4161.122070
	Iteration 12Q: 3 clusters Score -498177.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -498191.156250 Penalty: 4161.122070
	Iteration 13Q: 3 clusters Score -498191.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -498204.187500 Penalty: 4161.122070
	Iteration 14Q: 3 clusters Score -498204.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -498211.718750 Penalty: 4161.122070
	Iteration 15Q: 3 clusters Score -498211.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -498222.906250 Penalty: 4161.122070
	Iteration 16Q: 3 clusters Score -498222.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -498234.968750 Penalty: 4161.122070
	Iteration 17Q: 3 clusters Score -498235 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -498255.187500 Penalty: 4161.122070
	Iteration 18Q: 3 clusters Score -498255.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -498280.312500 Penalty: 4161.122070
	Iteration 19Q: 3 clusters Score -498280.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -498310.125000 Penalty: 4161.122070
	Iteration 20F: 3 clusters Score -498310.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -498332.000000 Penalty: 4161.122070
	Iteration 21Q: 3 clusters Score -498332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -498354.187500 Penalty: 4161.122070
	Iteration 22Q: 3 clusters Score -498354.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -498382.250000 Penalty: 4161.122070
	Iteration 23Q: 3 clusters Score -498382.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -498406.937500 Penalty: 4161.122070
	Iteration 24Q: 3 clusters Score -498406.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -498430.437500 Penalty: 4161.122070
	Iteration 25Q: 3 clusters Score -498430.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -498453.593750 Penalty: 4161.122070
	Iteration 26Q: 3 clusters Score -498453.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -498471.562500 Penalty: 4161.122070
	Iteration 27Q: 3 clusters Score -498471.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -498486.750000 Penalty: 4161.122070
	Iteration 28Q: 3 clusters Score -498486.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -498501.218750 Penalty: 4161.122070
	Iteration 29Q: 3 clusters Score -498501.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -498513.250000 Penalty: 4161.122070
	Iteration 30Q: 3 clusters Score -498513.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -498524.187500 Penalty: 4161.122070
	Iteration 31Q: 3 clusters Score -498524.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -498531.093750 Penalty: 4161.122070
	Iteration 32Q: 3 clusters Score -498531.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -498539.375000 Penalty: 4161.122070
	Iteration 33Q: 3 clusters Score -498539.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -498547.687500 Penalty: 4161.122070
	Iteration 34Q: 3 clusters Score -498547.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -498552.437500 Penalty: 4161.122070
	Iteration 35Q: 3 clusters Score -498552.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -498560.062500 Penalty: 4161.122070
	Iteration 36Q: 3 clusters Score -498560.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -498568.593750 Penalty: 4161.122070
	Iteration 37Q: 3 clusters Score -498568.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -498573.562500 Penalty: 4161.122070
	Iteration 38Q: 3 clusters Score -498573.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -498577.718750 Penalty: 4161.122070
	Iteration 39Q: 3 clusters Score -498577.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -498580.093750 Penalty: 4161.122070
	Iteration 40F: 3 clusters Score -498580.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -498583.750000 Penalty: 4161.122070
	Iteration 41Q: 3 clusters Score -498583.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -498589.218750 Penalty: 4161.122070
	Iteration 42Q: 3 clusters Score -498589.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -498594.500000 Penalty: 4161.122070
	Iteration 43Q: 3 clusters Score -498594.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -498601.968750 Penalty: 4161.122070
	Iteration 44Q: 3 clusters Score -498602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -498605.375000 Penalty: 4161.122070
	Iteration 45Q: 3 clusters Score -498605.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -498611.312500 Penalty: 4161.122070
	Iteration 46Q: 3 clusters Score -498611.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -498615.250000 Penalty: 4161.122070
	Iteration 47Q: 3 clusters Score -498615.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -498619.656250 Penalty: 4161.122070
	Iteration 48Q: 3 clusters Score -498619.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -498623.406250 Penalty: 4161.122070
	Iteration 49Q: 3 clusters Score -498623.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -498625.906250 Penalty: 4161.122070
	Iteration 50Q: 3 clusters Score -498625.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -498632.750000 Penalty: 4161.122070
	Iteration 51Q: 3 clusters Score -498632.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -498638.062500 Penalty: 4161.122070
	Iteration 52Q: 3 clusters Score -498638.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -498643.281250 Penalty: 4161.122070
	Iteration 53Q: 3 clusters Score -498643.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -498645.781250 Penalty: 4161.122070
	Iteration 54Q: 3 clusters Score -498645.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -498647.687500 Penalty: 4161.122070
	Iteration 55Q: 3 clusters Score -498647.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -498650.093750 Penalty: 4161.122070
	Iteration 56Q: 3 clusters Score -498650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -498649.375000 Penalty: 4161.122070
	Iteration 57Q: 3 clusters Score -498649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -498651.625000 Penalty: 4161.122070
	Iteration 58Q: 3 clusters Score -498651.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -498653.000000 Penalty: 4161.122070
	Iteration 59Q: 3 clusters Score -498653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -498653.968750 Penalty: 4161.122070
	Iteration 60F: 3 clusters Score -498654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -498654.562500 Penalty: 4161.122070
	Iteration 61Q: 3 clusters Score -498654.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -498654.968750 Penalty: 4161.122070
	Iteration 62Q: 3 clusters Score -498655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -498655.437500 Penalty: 4161.122070
	Iteration 63Q: 3 clusters Score -498655.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -498657.062500 Penalty: 4161.122070
	Iteration 64Q: 3 clusters Score -498657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -498658.468750 Penalty: 4161.122070
	Iteration 65Q: 3 clusters Score -498658.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -498661.687500 Penalty: 4161.122070
	Iteration 66Q: 3 clusters Score -498661.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -498663.437500 Penalty: 4161.122070
	Iteration 67Q: 3 clusters Score -498663.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -498665.250000 Penalty: 4161.122070
	Iteration 68Q: 3 clusters Score -498665.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -498666.500000 Penalty: 4161.122070
	Iteration 69Q: 3 clusters Score -498666.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -498667.718750 Penalty: 4161.122070
	Iteration 70Q: 3 clusters Score -498667.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -498668.406250 Penalty: 4161.122070
	Iteration 71Q: 3 clusters Score -498668.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -498668.406250 Penalty: 4161.122070
	Iteration 72F: 3 clusters Score -498668.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Entering Unmasked Estep 
Score: -4401624.500000 Penalty: 2599.586914
	Iteration 0F: 2 clusters Score -4401624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -4377441.000000 Penalty: 5199.173828
	Iteration 0F: 3 clusters Score -4377441 nChanged 16111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -4386086.000000 Penalty: 5199.173828
	Iteration 1F: 3 clusters Score -4386086 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -4386567.500000 Penalty: 5199.173828
	Iteration 2Q: 3 clusters Score -4386568 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -4387097.500000 Penalty: 5199.173828
	Iteration 3Q: 3 clusters Score -4387098 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -4387763.000000 Penalty: 5199.173828
	Iteration 4Q: 3 clusters Score -4387763 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -4388713.000000 Penalty: 5199.173828
	Iteration 5F: 3 clusters Score -4388713 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -4389991.000000 Penalty: 5199.173828
	Iteration 6F: 3 clusters Score -4389991 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -4391920.500000 Penalty: 5199.173828
	Iteration 7F: 3 clusters Score -4391920 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -4394275.000000 Penalty: 5199.173828
	Iteration 8F: 3 clusters Score -4394275 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -4396451.500000 Penalty: 5199.173828
	Iteration 9F: 3 clusters Score -4396452 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -4397690.000000 Penalty: 5199.173828
	Iteration 10Q: 3 clusters Score -4397690 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -4398196.500000 Penalty: 5199.173828
	Iteration 11Q: 3 clusters Score -4398196 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -4398396.500000 Penalty: 5199.173828
	Iteration 12Q: 3 clusters Score -4398396 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -4398523.500000 Penalty: 5199.173828
	Iteration 13Q: 3 clusters Score -4398524 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -4398615.000000 Penalty: 5199.173828
	Iteration 14Q: 3 clusters Score -4398615 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -4398689.000000 Penalty: 5199.173828
	Iteration 15Q: 3 clusters Score -4398689 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -4398760.500000 Penalty: 5199.173828
	Iteration 16Q: 3 clusters Score -4398760 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -4398827.500000 Penalty: 5199.173828
	Iteration 17Q: 3 clusters Score -4398828 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -4398880.000000 Penalty: 5199.173828
	Iteration 18Q: 3 clusters Score -4398880 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -4398931.500000 Penalty: 5199.173828
	Iteration 19Q: 3 clusters Score -4398932 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4398986.500000 Penalty: 5199.173828
	Iteration 20F: 3 clusters Score -4398986 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -4399019.500000 Penalty: 5199.173828
	Iteration 21Q: 3 clusters Score -4399020 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -4399046.000000 Penalty: 5199.173828
	Iteration 22Q: 3 clusters Score -4399046 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -4399068.500000 Penalty: 5199.173828
	Iteration 23Q: 3 clusters Score -4399068 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -4399085.500000 Penalty: 5199.173828
	Iteration 24Q: 3 clusters Score -4399086 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4399105.000000 Penalty: 5199.173828
	Iteration 25Q: 3 clusters Score -4399105 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -4399136.000000 Penalty: 5199.173828
	Iteration 26Q: 3 clusters Score -4399136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -4399148.500000 Penalty: 5199.173828
	Iteration 27Q: 3 clusters Score -4399148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4399162.000000 Penalty: 5199.173828
	Iteration 28Q: 3 clusters Score -4399162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4399170.500000 Penalty: 5199.173828
	Iteration 29Q: 3 clusters Score -4399170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4399190.500000 Penalty: 5199.173828
	Iteration 30Q: 3 clusters Score -4399190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4399197.500000 Penalty: 5199.173828
	Iteration 31Q: 3 clusters Score -4399198 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4399198.000000 Penalty: 5199.173828
	Iteration 32Q: 3 clusters Score -4399198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4399223.000000 Penalty: 5199.173828
	Iteration 33Q: 3 clusters Score -4399223 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4399238.500000 Penalty: 5199.173828
	Iteration 34Q: 3 clusters Score -4399238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4399241.500000 Penalty: 5199.173828
	Iteration 35Q: 3 clusters Score -4399242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4399259.000000 Penalty: 5199.173828
	Iteration 36Q: 3 clusters Score -4399259 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4399259.000000 Penalty: 5199.173828
	Iteration 37Q: 3 clusters Score -4399259 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4399266.000000 Penalty: 5199.173828
	Iteration 38Q: 3 clusters Score -4399266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4399281.000000 Penalty: 5199.173828
	Iteration 39Q: 3 clusters Score -4399281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4399291.000000 Penalty: 5199.173828
	Iteration 40F: 3 clusters Score -4399291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4399298.500000 Penalty: 5199.173828
	Iteration 41Q: 3 clusters Score -4399298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4399308.500000 Penalty: 5199.173828
	Iteration 42Q: 3 clusters Score -4399308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4399314.500000 Penalty: 5199.173828
	Iteration 43Q: 3 clusters Score -4399314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4399324.500000 Penalty: 5199.173828
	Iteration 44Q: 3 clusters Score -4399324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4399325.500000 Penalty: 5199.173828
	Iteration 45Q: 3 clusters Score -4399326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4399336.000000 Penalty: 5199.173828
	Iteration 46Q: 3 clusters Score -4399336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4399346.500000 Penalty: 5199.173828
	Iteration 47Q: 3 clusters Score -4399346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4399354.500000 Penalty: 5199.173828
	Iteration 48Q: 3 clusters Score -4399354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4399368.000000 Penalty: 5199.173828
	Iteration 49Q: 3 clusters Score -4399368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4399368.000000 Penalty: 5199.173828
	Iteration 50Q: 3 clusters Score -4399368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4399373.500000 Penalty: 5199.173828
	Iteration 51Q: 3 clusters Score -4399374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4399378.500000 Penalty: 5199.173828
	Iteration 52Q: 3 clusters Score -4399378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4399400.000000 Penalty: 5199.173828
	Iteration 53Q: 3 clusters Score -4399400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4399405.500000 Penalty: 5199.173828
	Iteration 54Q: 3 clusters Score -4399406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4399424.000000 Penalty: 5199.173828
	Iteration 55Q: 3 clusters Score -4399424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4399430.000000 Penalty: 5199.173828
	Iteration 56Q: 3 clusters Score -4399430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4399440.500000 Penalty: 5199.173828
	Iteration 57Q: 3 clusters Score -4399440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4399441.000000 Penalty: 5199.173828
	Iteration 58Q: 3 clusters Score -4399441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4399444.000000 Penalty: 5199.173828
	Iteration 59Q: 3 clusters Score -4399444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4399451.500000 Penalty: 5199.173828
	Iteration 60F: 3 clusters Score -4399452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4399457.500000 Penalty: 5199.173828
	Iteration 61Q: 3 clusters Score -4399458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4399468.000000 Penalty: 5199.173828
	Iteration 62Q: 3 clusters Score -4399468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4399475.000000 Penalty: 5199.173828
	Iteration 63Q: 3 clusters Score -4399475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4399474.500000 Penalty: 5199.173828
	Iteration 64Q: 3 clusters Score -4399474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4399473.500000 Penalty: 5199.173828
	Iteration 65Q: 3 clusters Score -4399474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4399476.000000 Penalty: 5199.173828
	Iteration 66Q: 3 clusters Score -4399476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4399478.000000 Penalty: 5199.173828
	Iteration 67Q: 3 clusters Score -4399478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4399480.500000 Penalty: 5199.173828
	Iteration 68Q: 3 clusters Score -4399480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4399490.000000 Penalty: 5199.173828
	Iteration 69Q: 3 clusters Score -4399490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4399494.000000 Penalty: 5199.173828
	Iteration 70Q: 3 clusters Score -4399494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4399506.500000 Penalty: 5199.173828
	Iteration 71Q: 3 clusters Score -4399506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4399500.500000 Penalty: 5199.173828
	Iteration 72Q: 3 clusters Score -4399500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4399505.000000 Penalty: 5199.173828
	Iteration 73Q: 3 clusters Score -4399505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4399506.000000 Penalty: 5199.173828
	Iteration 74Q: 3 clusters Score -4399506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4399509.000000 Penalty: 5199.173828
	Iteration 75Q: 3 clusters Score -4399509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4399515.000000 Penalty: 5199.173828
	Iteration 76Q: 3 clusters Score -4399515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4399518.000000 Penalty: 5199.173828
	Iteration 77Q: 3 clusters Score -4399518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4399537.000000 Penalty: 5199.173828
	Iteration 78Q: 3 clusters Score -4399537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4399535.000000 Penalty: 5199.173828
	Iteration 79Q: 3 clusters Score -4399535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4399535.000000 Penalty: 5199.173828
	Iteration 80F: 3 clusters Score -4399535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4399525.500000 Penalty: 5199.173828
	Iteration 81Q: 3 clusters Score -4399526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4399528.000000 Penalty: 5199.173828
	Iteration 82Q: 3 clusters Score -4399528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4399539.000000 Penalty: 5199.173828
	Iteration 83Q: 3 clusters Score -4399539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4399545.500000 Penalty: 5199.173828
	Iteration 84Q: 3 clusters Score -4399546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4399546.500000 Penalty: 5199.173828
	Iteration 85Q: 3 clusters Score -4399546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4399548.500000 Penalty: 5199.173828
	Iteration 86Q: 3 clusters Score -4399548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4399553.500000 Penalty: 5199.173828
	Iteration 87Q: 3 clusters Score -4399554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4399554.500000 Penalty: 5199.173828
	Iteration 88Q: 3 clusters Score -4399554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4399556.500000 Penalty: 5199.173828
	Iteration 89Q: 3 clusters Score -4399556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4399561.000000 Penalty: 5199.173828
	Iteration 90Q: 3 clusters Score -4399561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4399570.000000 Penalty: 5199.173828
	Iteration 91Q: 3 clusters Score -4399570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4399568.500000 Penalty: 5199.173828
	Iteration 92Q: 3 clusters Score -4399568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4399566.500000 Penalty: 5199.173828
	Iteration 93Q: 3 clusters Score -4399566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4399567.500000 Penalty: 5199.173828
	Iteration 94Q: 3 clusters Score -4399568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4399566.000000 Penalty: 5199.173828
	Iteration 95Q: 3 clusters Score -4399566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4399561.500000 Penalty: 5199.173828
	Iteration 96Q: 3 clusters Score -4399562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4399568.000000 Penalty: 5199.173828
	Iteration 97Q: 3 clusters Score -4399568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4399564.500000 Penalty: 5199.173828
	Iteration 98Q: 3 clusters Score -4399564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4399565.000000 Penalty: 5199.173828
	Iteration 99Q: 3 clusters Score -4399565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4399563.500000 Penalty: 5199.173828
	Iteration 100F: 3 clusters Score -4399564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4399566.000000 Penalty: 5199.173828
	Iteration 101Q: 3 clusters Score -4399566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4399566.500000 Penalty: 5199.173828
	Iteration 102Q: 3 clusters Score -4399566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4399566.500000 Penalty: 5199.173828
	Iteration 103Q: 3 clusters Score -4399566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4399563.000000 Penalty: 5199.173828
	Iteration 104Q: 3 clusters Score -4399563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4399562.000000 Penalty: 5199.173828
	Iteration 105Q: 3 clusters Score -4399562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4399564.500000 Penalty: 5199.173828
	Iteration 106Q: 3 clusters Score -4399564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4399564.500000 Penalty: 5199.173828
	Iteration 107Q: 3 clusters Score -4399564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4399569.000000 Penalty: 5199.173828
	Iteration 108Q: 3 clusters Score -4399569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4399570.500000 Penalty: 5199.173828
	Iteration 109Q: 3 clusters Score -4399570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4399571.500000 Penalty: 5199.173828
	Iteration 110Q: 3 clusters Score -4399572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4399571.500000 Penalty: 5199.173828
	Iteration 111F: 3 clusters Score -4399572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (219162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219162 members 
Entering Unmasked Estep 
Score: -26640310.000000 Penalty: 3049.796387
	Iteration 0F: 2 clusters Score -2.664031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109582 members 
Mstep: Class 2 contains 109580 members 
Entering Unmasked Estep 
Score: -26498498.000000 Penalty: 6099.592773
	Iteration 0F: 3 clusters Score -2.64985e+07 nChanged 105591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108361 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -26559912.000000 Penalty: 6099.592773
	Iteration 1F: 3 clusters Score -2.655991e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107601 members 
Mstep: Class 2 contains 111561 members 
Entering Unmasked Estep 
Score: -26560654.000000 Penalty: 6099.592773
	Iteration 2Q: 3 clusters Score -2.656065e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106508 members 
Mstep: Class 2 contains 112654 members 
Entering Unmasked Estep 
Score: -26561370.000000 Penalty: 6099.592773
	Iteration 3Q: 3 clusters Score -2.656137e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104868 members 
Mstep: Class 2 contains 114294 members 
Entering Unmasked Estep 
Score: -26562242.000000 Penalty: 6099.592773
	Iteration 4Q: 3 clusters Score -2.656224e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102358 members 
Mstep: Class 2 contains 116804 members 
Entering Unmasked Estep 
Score: -26563352.000000 Penalty: 6099.592773
	Iteration 5Q: 3 clusters Score -2.656335e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98483 members 
Mstep: Class 2 contains 120679 members 
Entering Unmasked Estep 
Score: -26565370.000000 Penalty: 6099.592773
	Iteration 6Q: 3 clusters Score -2.656537e+07 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92751 members 
Mstep: Class 2 contains 126411 members 
Entering Unmasked Estep 
Score: -26568660.000000 Penalty: 6099.592773
	Iteration 7Q: 3 clusters Score -2.656866e+07 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84453 members 
Mstep: Class 2 contains 134709 members 
Entering Unmasked Estep 
Score: -26574826.000000 Penalty: 6099.592773
	Iteration 8F: 3 clusters Score -2.657483e+07 nChanged 14819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72818 members 
Mstep: Class 2 contains 146344 members 
Entering Unmasked Estep 
Score: -26584684.000000 Penalty: 6099.592773
	Iteration 9F: 3 clusters Score -2.658468e+07 nChanged 17155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 160621 members 
Entering Unmasked Estep 
Score: -26598414.000000 Penalty: 6099.592773
	Iteration 10F: 3 clusters Score -2.659841e+07 nChanged 16575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 174762 members 
Entering Unmasked Estep 
Score: -26613284.000000 Penalty: 6099.592773
	Iteration 11F: 3 clusters Score -2.661328e+07 nChanged 12442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 185022 members 
Entering Unmasked Estep 
Score: -26625028.000000 Penalty: 6099.592773
	Iteration 12F: 3 clusters Score -2.662503e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 190753 members 
Entering Unmasked Estep 
Score: -26631556.000000 Penalty: 6099.592773
	Iteration 13Q: 3 clusters Score -2.663156e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 194110 members 
Entering Unmasked Estep 
Score: -26634602.000000 Penalty: 6099.592773
	Iteration 14Q: 3 clusters Score -2.66346e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 196636 members 
Entering Unmasked Estep 
Score: -26635980.000000 Penalty: 6099.592773
	Iteration 15Q: 3 clusters Score -2.663598e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 198728 members 
Entering Unmasked Estep 
Score: -26636872.000000 Penalty: 6099.592773
	Iteration 16Q: 3 clusters Score -2.663687e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 200464 members 
Entering Unmasked Estep 
Score: -26637430.000000 Penalty: 6099.592773
	Iteration 17Q: 3 clusters Score -2.663743e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 201974 members 
Entering Unmasked Estep 
Score: -26637752.000000 Penalty: 6099.592773
	Iteration 18Q: 3 clusters Score -2.663775e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 203313 members 
Entering Unmasked Estep 
Score: -26638054.000000 Penalty: 6099.592773
	Iteration 19Q: 3 clusters Score -2.663805e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 204440 members 
Entering Unmasked Estep 
Score: -26638338.000000 Penalty: 6099.592773
	Iteration 20F: 3 clusters Score -2.663834e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 205427 members 
Entering Unmasked Estep 
Score: -26638378.000000 Penalty: 6099.592773
	Iteration 21Q: 3 clusters Score -2.663838e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 206271 members 
Entering Unmasked Estep 
Score: -26638548.000000 Penalty: 6099.592773
	Iteration 22Q: 3 clusters Score -2.663855e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 207010 members 
Entering Unmasked Estep 
Score: -26638668.000000 Penalty: 6099.592773
	Iteration 23Q: 3 clusters Score -2.663867e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 207678 members 
Entering Unmasked Estep 
Score: -26638784.000000 Penalty: 6099.592773
	Iteration 24Q: 3 clusters Score -2.663878e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 208297 members 
Entering Unmasked Estep 
Score: -26638762.000000 Penalty: 6099.592773
	Iteration 25Q: 3 clusters Score -2.663876e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 208877 members 
Entering Unmasked Estep 
Score: -26638824.000000 Penalty: 6099.592773
	Iteration 26Q: 3 clusters Score -2.663882e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 209420 members 
Entering Unmasked Estep 
Score: -26638954.000000 Penalty: 6099.592773
	Iteration 27Q: 3 clusters Score -2.663895e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 209933 members 
Entering Unmasked Estep 
Score: -26639010.000000 Penalty: 6099.592773
	Iteration 28Q: 3 clusters Score -2.663901e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 210454 members 
Entering Unmasked Estep 
Score: -26638966.000000 Penalty: 6099.592773
	Iteration 29Q: 3 clusters Score -2.663897e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 210903 members 
Entering Unmasked Estep 
Score: -26638958.000000 Penalty: 6099.592773
	Iteration 30Q: 3 clusters Score -2.663896e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 211311 members 
Entering Unmasked Estep 
Score: -26639074.000000 Penalty: 6099.592773
	Iteration 31Q: 3 clusters Score -2.663907e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 211663 members 
Entering Unmasked Estep 
Score: -26639068.000000 Penalty: 6099.592773
	Iteration 32Q: 3 clusters Score -2.663907e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 211973 members 
Entering Unmasked Estep 
Score: -26639132.000000 Penalty: 6099.592773
	Iteration 33Q: 3 clusters Score -2.663913e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 212242 members 
Entering Unmasked Estep 
Score: -26639156.000000 Penalty: 6099.592773
	Iteration 34Q: 3 clusters Score -2.663916e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 212482 members 
Entering Unmasked Estep 
Score: -26639088.000000 Penalty: 6099.592773
	Iteration 35Q: 3 clusters Score -2.663909e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 212720 members 
Entering Unmasked Estep 
Score: -26639124.000000 Penalty: 6099.592773
	Iteration 36Q: 3 clusters Score -2.663912e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 212947 members 
Entering Unmasked Estep 
Score: -26639168.000000 Penalty: 6099.592773
	Iteration 37Q: 3 clusters Score -2.663917e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 213151 members 
Entering Unmasked Estep 
Score: -26639230.000000 Penalty: 6099.592773
	Iteration 38Q: 3 clusters Score -2.663923e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 213329 members 
Entering Unmasked Estep 
Score: -26639208.000000 Penalty: 6099.592773
	Iteration 39Q: 3 clusters Score -2.663921e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 213478 members 
Entering Unmasked Estep 
Score: -26639234.000000 Penalty: 6099.592773
	Iteration 40F: 3 clusters Score -2.663923e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 213592 members 
Entering Unmasked Estep 
Score: -26639202.000000 Penalty: 6099.592773
	Iteration 41Q: 3 clusters Score -2.66392e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 213703 members 
Entering Unmasked Estep 
Score: -26639236.000000 Penalty: 6099.592773
	Iteration 42Q: 3 clusters Score -2.663924e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 213806 members 
Entering Unmasked Estep 
Score: -26639270.000000 Penalty: 6099.592773
	Iteration 43Q: 3 clusters Score -2.663927e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 213906 members 
Entering Unmasked Estep 
Score: -26639276.000000 Penalty: 6099.592773
	Iteration 44Q: 3 clusters Score -2.663928e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 213998 members 
Entering Unmasked Estep 
Score: -26639304.000000 Penalty: 6099.592773
	Iteration 45Q: 3 clusters Score -2.66393e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 214089 members 
Entering Unmasked Estep 
Score: -26639322.000000 Penalty: 6099.592773
	Iteration 46Q: 3 clusters Score -2.663932e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 214177 members 
Entering Unmasked Estep 
Score: -26639316.000000 Penalty: 6099.592773
	Iteration 47Q: 3 clusters Score -2.663932e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 214262 members 
Entering Unmasked Estep 
Score: -26639250.000000 Penalty: 6099.592773
	Iteration 48Q: 3 clusters Score -2.663925e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 214347 members 
Entering Unmasked Estep 
Score: -26639246.000000 Penalty: 6099.592773
	Iteration 49Q: 3 clusters Score -2.663925e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 214417 members 
Entering Unmasked Estep 
Score: -26639220.000000 Penalty: 6099.592773
	Iteration 50Q: 3 clusters Score -2.663922e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 214470 members 
Entering Unmasked Estep 
Score: -26639236.000000 Penalty: 6099.592773
	Iteration 51Q: 3 clusters Score -2.663924e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 214523 members 
Entering Unmasked Estep 
Score: -26639242.000000 Penalty: 6099.592773
	Iteration 52Q: 3 clusters Score -2.663924e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 214577 members 
Entering Unmasked Estep 
Score: -26639228.000000 Penalty: 6099.592773
	Iteration 53Q: 3 clusters Score -2.663923e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 214631 members 
Entering Unmasked Estep 
Score: -26639220.000000 Penalty: 6099.592773
	Iteration 54Q: 3 clusters Score -2.663922e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 214684 members 
Entering Unmasked Estep 
Score: -26639264.000000 Penalty: 6099.592773
	Iteration 55Q: 3 clusters Score -2.663926e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 214744 members 
Entering Unmasked Estep 
Score: -26639256.000000 Penalty: 6099.592773
	Iteration 56Q: 3 clusters Score -2.663926e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 214796 members 
Entering Unmasked Estep 
Score: -26639264.000000 Penalty: 6099.592773
	Iteration 57Q: 3 clusters Score -2.663926e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 214849 members 
Entering Unmasked Estep 
Score: -26639270.000000 Penalty: 6099.592773
	Iteration 58Q: 3 clusters Score -2.663927e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 214897 members 
Entering Unmasked Estep 
Score: -26639224.000000 Penalty: 6099.592773
	Iteration 59Q: 3 clusters Score -2.663922e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 214927 members 
Entering Unmasked Estep 
Score: -26639188.000000 Penalty: 6099.592773
	Iteration 60F: 3 clusters Score -2.663919e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 214949 members 
Entering Unmasked Estep 
Score: -26639184.000000 Penalty: 6099.592773
	Iteration 61Q: 3 clusters Score -2.663918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 214969 members 
Entering Unmasked Estep 
Score: -26639196.000000 Penalty: 6099.592773
	Iteration 62Q: 3 clusters Score -2.66392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 214980 members 
Entering Unmasked Estep 
Score: -26639182.000000 Penalty: 6099.592773
	Iteration 63Q: 3 clusters Score -2.663918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 214991 members 
Entering Unmasked Estep 
Score: -26639182.000000 Penalty: 6099.592773
	Iteration 64Q: 3 clusters Score -2.663918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 214998 members 
Entering Unmasked Estep 
Score: -26639174.000000 Penalty: 6099.592773
	Iteration 65Q: 3 clusters Score -2.663917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 215003 members 
Entering Unmasked Estep 
Score: -26639176.000000 Penalty: 6099.592773
	Iteration 66Q: 3 clusters Score -2.663918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 215007 members 
Entering Unmasked Estep 
Score: -26639170.000000 Penalty: 6099.592773
	Iteration 67Q: 3 clusters Score -2.663917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 215011 members 
Entering Unmasked Estep 
Score: -26639166.000000 Penalty: 6099.592773
	Iteration 68Q: 3 clusters Score -2.663917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 215016 members 
Entering Unmasked Estep 
Score: -26639168.000000 Penalty: 6099.592773
	Iteration 69Q: 3 clusters Score -2.663917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 215020 members 
Entering Unmasked Estep 
Score: -26639166.000000 Penalty: 6099.592773
	Iteration 70Q: 3 clusters Score -2.663917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 215023 members 
Entering Unmasked Estep 
Score: -26639152.000000 Penalty: 6099.592773
	Iteration 71Q: 3 clusters Score -2.663915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 215030 members 
Entering Unmasked Estep 
Score: -26639144.000000 Penalty: 6099.592773
	Iteration 72Q: 3 clusters Score -2.663914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 215034 members 
Entering Unmasked Estep 
Score: -26639156.000000 Penalty: 6099.592773
	Iteration 73Q: 3 clusters Score -2.663916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 215039 members 
Entering Unmasked Estep 
Score: -26639162.000000 Penalty: 6099.592773
	Iteration 74Q: 3 clusters Score -2.663916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 215042 members 
Entering Unmasked Estep 
Score: -26639140.000000 Penalty: 6099.592773
	Iteration 75Q: 3 clusters Score -2.663914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 215044 members 
Entering Unmasked Estep 
Score: -26639144.000000 Penalty: 6099.592773
	Iteration 76Q: 3 clusters Score -2.663914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 215045 members 
Entering Unmasked Estep 
Score: -26639138.000000 Penalty: 6099.592773
	Iteration 77Q: 3 clusters Score -2.663914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 215045 members 
Entering Unmasked Estep 
Score: -26639138.000000 Penalty: 6099.592773
	Iteration 78F: 3 clusters Score -2.663914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (65858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65858 members 
Entering Unmasked Estep 
Score: -7798096.000000 Penalty: 2751.623535
	Iteration 0F: 2 clusters Score -7798096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -7754008.000000 Penalty: 5503.247070
	Iteration 0F: 3 clusters Score -7754008 nChanged 30570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -7771023.000000 Penalty: 5503.247070
	Iteration 1F: 3 clusters Score -7771023 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -7771475.500000 Penalty: 5503.247070
	Iteration 2Q: 3 clusters Score -7771476 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -7771938.000000 Penalty: 5503.247070
	Iteration 3Q: 3 clusters Score -7771938 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -7772578.000000 Penalty: 5503.247070
	Iteration 4Q: 3 clusters Score -7772578 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -7773405.000000 Penalty: 5503.247070
	Iteration 5Q: 3 clusters Score -7773405 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -7774696.500000 Penalty: 5503.247070
	Iteration 6Q: 3 clusters Score -7774696 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -7777148.500000 Penalty: 5503.247070
	Iteration 7F: 3 clusters Score -7777148 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -7781345.500000 Penalty: 5503.247070
	Iteration 8F: 3 clusters Score -7781346 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 57371 members 
Entering Unmasked Estep 
Score: -7786965.000000 Penalty: 5503.247070
	Iteration 9F: 3 clusters Score -7786965 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 62137 members 
Entering Unmasked Estep 
Score: -7791786.500000 Penalty: 5503.247070
	Iteration 10F: 3 clusters Score -7791786 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 64689 members 
Entering Unmasked Estep 
Score: -7794391.500000 Penalty: 5503.247070
	Iteration 11Q: 3 clusters Score -7794392 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 65463 members 
Entering Unmasked Estep 
Score: -7795209.000000 Penalty: 5503.247070
	Iteration 12Q: 3 clusters Score -7795209 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -7795409.000000 Penalty: 5503.247070
	Iteration 13Q: 3 clusters Score -7795409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 65672 members 
Entering Unmasked Estep 
Score: -7795485.000000 Penalty: 5503.247070
	Iteration 14Q: 3 clusters Score -7795485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 65686 members 
Entering Unmasked Estep 
Score: -7795540.000000 Penalty: 5503.247070
	Iteration 15Q: 3 clusters Score -7795540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 65691 members 
Entering Unmasked Estep 
Score: -7795554.500000 Penalty: 5503.247070
	Iteration 16Q: 3 clusters Score -7795554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 65691 members 
Entering Unmasked Estep 
Score: -7795565.000000 Penalty: 5503.247070
	Iteration 17Q: 3 clusters Score -7795565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -7795567.000000 Penalty: 5503.247070
	Iteration 18Q: 3 clusters Score -7795567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 65699 members 
Entering Unmasked Estep 
Score: -7795581.000000 Penalty: 5503.247070
	Iteration 19Q: 3 clusters Score -7795581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 65706 members 
Entering Unmasked Estep 
Score: -7795598.500000 Penalty: 5503.247070
	Iteration 20F: 3 clusters Score -7795598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 65711 members 
Entering Unmasked Estep 
Score: -7795637.000000 Penalty: 5503.247070
	Iteration 21Q: 3 clusters Score -7795637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 65712 members 
Entering Unmasked Estep 
Score: -7795662.000000 Penalty: 5503.247070
	Iteration 22Q: 3 clusters Score -7795662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 65712 members 
Entering Unmasked Estep 
Score: -7795662.000000 Penalty: 5503.247070
	Iteration 23Q: 3 clusters Score -7795662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 65712 members 
Entering Unmasked Estep 
Score: -7795662.000000 Penalty: 5503.247070
	Iteration 24F: 3 clusters Score -7795662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93449 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62953 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118677 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26067 members 
Mstep: Class 17 contains 229784 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35675 members 
Mstep: Class 23 contains 219162 members 
Mstep: Class 24 contains 65858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303392.000000 Penalty: 57676.941406
Iteration 239Q: 18 clusters Score -1.043034e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93470 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62954 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118657 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26069 members 
Mstep: Class 17 contains 229792 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35667 members 
Mstep: Class 23 contains 219158 members 
Mstep: Class 24 contains 65858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303296.000000 Penalty: 57676.941406
Iteration 240F: 18 clusters Score -1.043033e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93486 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62953 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118638 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26070 members 
Mstep: Class 17 contains 229797 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35658 members 
Mstep: Class 23 contains 219167 members 
Mstep: Class 24 contains 65856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303248.000000 Penalty: 57676.941406
Iteration 241Q: 18 clusters Score -1.043032e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93503 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62954 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118613 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26070 members 
Mstep: Class 17 contains 229794 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35656 members 
Mstep: Class 23 contains 219177 members 
Mstep: Class 24 contains 65858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303176.000000 Penalty: 57676.941406
Iteration 242Q: 18 clusters Score -1.043032e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93519 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62955 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118593 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26071 members 
Mstep: Class 17 contains 229789 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35648 members 
Mstep: Class 23 contains 219190 members 
Mstep: Class 24 contains 65860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303240.000000 Penalty: 57676.941406
Iteration 243Q: 18 clusters Score -1.043032e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93537 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62954 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118572 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26073 members 
Mstep: Class 17 contains 229791 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 35643 members 
Mstep: Class 23 contains 219197 members 
Mstep: Class 24 contains 65857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303136.000000 Penalty: 57676.941406
Iteration 244Q: 18 clusters Score -1.043031e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93550 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62956 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118551 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26076 members 
Mstep: Class 17 contains 229793 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 35639 members 
Mstep: Class 23 contains 219202 members 
Mstep: Class 24 contains 65856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303144.000000 Penalty: 57676.941406
Iteration 245Q: 18 clusters Score -1.043031e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93563 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62958 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118528 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26078 members 
Mstep: Class 17 contains 229796 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 35636 members 
Mstep: Class 23 contains 219210 members 
Mstep: Class 24 contains 65854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303104.000000 Penalty: 57676.941406
Iteration 246Q: 18 clusters Score -1.043031e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93569 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62958 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118503 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26083 members 
Mstep: Class 17 contains 229801 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 35636 members 
Mstep: Class 23 contains 219221 members 
Mstep: Class 24 contains 65852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303112.000000 Penalty: 57676.941406
Iteration 247Q: 18 clusters Score -1.043031e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93574 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62960 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118489 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26087 members 
Mstep: Class 17 contains 229809 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 35634 members 
Mstep: Class 23 contains 219221 members 
Mstep: Class 24 contains 65849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303080.000000 Penalty: 57676.941406
Iteration 248Q: 18 clusters Score -1.043031e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93580 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62964 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118477 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26091 members 
Mstep: Class 17 contains 229806 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 22 contains 35633 members 
Mstep: Class 23 contains 219223 members 
Mstep: Class 24 contains 65849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303096.000000 Penalty: 57676.941406
Iteration 249Q: 18 clusters Score -1.043031e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93587 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62965 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118461 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26093 members 
Mstep: Class 17 contains 229807 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35631 members 
Mstep: Class 23 contains 219232 members 
Mstep: Class 24 contains 65848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303112.000000 Penalty: 57676.941406
Iteration 250Q: 18 clusters Score -1.043031e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93591 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62967 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118449 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26094 members 
Mstep: Class 17 contains 229803 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35632 members 
Mstep: Class 23 contains 219243 members 
Mstep: Class 24 contains 65845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303096.000000 Penalty: 57676.941406
Iteration 251Q: 18 clusters Score -1.043031e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93601 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62969 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118437 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26095 members 
Mstep: Class 17 contains 229801 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35629 members 
Mstep: Class 23 contains 219248 members 
Mstep: Class 24 contains 65844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303016.000000 Penalty: 57676.941406
Iteration 252Q: 18 clusters Score -1.04303e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93608 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62971 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118428 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26096 members 
Mstep: Class 17 contains 229794 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35625 members 
Mstep: Class 23 contains 219256 members 
Mstep: Class 24 contains 65846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302992.000000 Penalty: 57676.941406
Iteration 253Q: 18 clusters Score -1.04303e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93619 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62974 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118420 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26094 members 
Mstep: Class 17 contains 229797 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35620 members 
Mstep: Class 23 contains 219254 members 
Mstep: Class 24 contains 65846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302992.000000 Penalty: 57676.941406
Iteration 254Q: 18 clusters Score -1.04303e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93623 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62975 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118416 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26095 members 
Mstep: Class 17 contains 229798 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35617 members 
Mstep: Class 23 contains 219255 members 
Mstep: Class 24 contains 65845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303008.000000 Penalty: 57676.941406
Iteration 255Q: 18 clusters Score -1.04303e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93625 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62975 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118413 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26095 members 
Mstep: Class 17 contains 229803 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35616 members 
Mstep: Class 23 contains 219253 members 
Mstep: Class 24 contains 65844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302960.000000 Penalty: 57676.941406
Iteration 256Q: 18 clusters Score -1.04303e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93627 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62975 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118407 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26095 members 
Mstep: Class 17 contains 229808 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35617 members 
Mstep: Class 23 contains 219253 members 
Mstep: Class 24 contains 65842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303008.000000 Penalty: 57676.941406
Iteration 257Q: 18 clusters Score -1.04303e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93628 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62977 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118402 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26094 members 
Mstep: Class 17 contains 229811 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35614 members 
Mstep: Class 23 contains 219257 members 
Mstep: Class 24 contains 65841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302984.000000 Penalty: 57676.941406
Iteration 258Q: 18 clusters Score -1.04303e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93632 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62979 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118396 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26094 members 
Mstep: Class 17 contains 229812 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35612 members 
Mstep: Class 23 contains 219258 members 
Mstep: Class 24 contains 65841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303000.000000 Penalty: 57676.941406
Iteration 259Q: 18 clusters Score -1.04303e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93636 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62982 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118391 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26094 members 
Mstep: Class 17 contains 229813 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35607 members 
Mstep: Class 23 contains 219262 members 
Mstep: Class 24 contains 65839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303024.000000 Penalty: 57676.941406
Iteration 260F: 18 clusters Score -1.04303e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93641 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62983 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118384 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26092 members 
Mstep: Class 17 contains 229820 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35603 members 
Mstep: Class 23 contains 219266 members 
Mstep: Class 24 contains 65835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303032.000000 Penalty: 57676.941406
Iteration 261Q: 18 clusters Score -1.04303e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93644 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62985 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118378 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26092 members 
Mstep: Class 17 contains 229823 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35598 members 
Mstep: Class 23 contains 219270 members 
Mstep: Class 24 contains 65834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303008.000000 Penalty: 57676.941406
Iteration 262Q: 18 clusters Score -1.04303e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93648 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62985 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118373 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26092 members 
Mstep: Class 17 contains 229828 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 35595 members 
Mstep: Class 23 contains 219272 members 
Mstep: Class 24 contains 65831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302960.000000 Penalty: 57676.941406
Iteration 263Q: 18 clusters Score -1.04303e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93653 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62985 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118367 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26092 members 
Mstep: Class 17 contains 229831 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35594 members 
Mstep: Class 23 contains 219273 members 
Mstep: Class 24 contains 65830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302968.000000 Penalty: 57676.941406
Iteration 264Q: 18 clusters Score -1.04303e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93660 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62986 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118361 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26093 members 
Mstep: Class 17 contains 229829 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35592 members 
Mstep: Class 23 contains 219274 members 
Mstep: Class 24 contains 65830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302936.000000 Penalty: 57676.941406
Iteration 265Q: 18 clusters Score -1.043029e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93667 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62988 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118354 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26093 members 
Mstep: Class 17 contains 229828 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35589 members 
Mstep: Class 23 contains 219277 members 
Mstep: Class 24 contains 65829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302976.000000 Penalty: 57676.941406
Iteration 266Q: 18 clusters Score -1.04303e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93673 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62992 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118345 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26095 members 
Mstep: Class 17 contains 229830 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35587 members 
Mstep: Class 23 contains 219277 members 
Mstep: Class 24 contains 65826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302920.000000 Penalty: 57676.941406
Iteration 267Q: 18 clusters Score -1.043029e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93679 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62994 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118335 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26098 members 
Mstep: Class 17 contains 229823 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35583 members 
Mstep: Class 23 contains 219286 members 
Mstep: Class 24 contains 65827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302968.000000 Penalty: 57676.941406
Iteration 268Q: 18 clusters Score -1.04303e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93691 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62996 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118320 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26102 members 
Mstep: Class 17 contains 229823 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35577 members 
Mstep: Class 23 contains 219288 members 
Mstep: Class 24 contains 65828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303064.000000 Penalty: 57676.941406
Iteration 269Q: 18 clusters Score -1.043031e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93695 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62999 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118311 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26103 members 
Mstep: Class 17 contains 229820 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35576 members 
Mstep: Class 23 contains 219295 members 
Mstep: Class 24 contains 65826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302984.000000 Penalty: 57676.941406
Iteration 270Q: 18 clusters Score -1.04303e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93704 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62998 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118302 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26105 members 
Mstep: Class 17 contains 229816 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35575 members 
Mstep: Class 23 contains 219298 members 
Mstep: Class 24 contains 65827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303024.000000 Penalty: 57676.941406
Iteration 271Q: 18 clusters Score -1.04303e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93708 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62997 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118294 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26105 members 
Mstep: Class 17 contains 229817 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35574 members 
Mstep: Class 23 contains 219302 members 
Mstep: Class 24 contains 65828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302976.000000 Penalty: 57676.941406
Iteration 272Q: 18 clusters Score -1.04303e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93714 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62997 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118285 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26105 members 
Mstep: Class 17 contains 229819 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35573 members 
Mstep: Class 23 contains 219303 members 
Mstep: Class 24 contains 65829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302944.000000 Penalty: 57676.941406
Iteration 273Q: 18 clusters Score -1.043029e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93723 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62997 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118278 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26105 members 
Mstep: Class 17 contains 229815 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35568 members 
Mstep: Class 23 contains 219309 members 
Mstep: Class 24 contains 65830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302968.000000 Penalty: 57676.941406
Iteration 274Q: 18 clusters Score -1.04303e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93740 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62997 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118270 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26107 members 
Mstep: Class 17 contains 229810 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35564 members 
Mstep: Class 23 contains 219306 members 
Mstep: Class 24 contains 65831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302904.000000 Penalty: 57676.941406
Iteration 275Q: 18 clusters Score -1.043029e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93756 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62998 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118260 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26107 members 
Mstep: Class 17 contains 229813 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35560 members 
Mstep: Class 23 contains 219301 members 
Mstep: Class 24 contains 65830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302912.000000 Penalty: 57676.941406
Iteration 276Q: 18 clusters Score -1.043029e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93766 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 62999 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118249 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26107 members 
Mstep: Class 17 contains 229813 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35561 members 
Mstep: Class 23 contains 219298 members 
Mstep: Class 24 contains 65832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302912.000000 Penalty: 57676.941406
Iteration 277Q: 18 clusters Score -1.043029e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93775 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63003 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118237 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26107 members 
Mstep: Class 17 contains 229813 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35554 members 
Mstep: Class 23 contains 219303 members 
Mstep: Class 24 contains 65833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303008.000000 Penalty: 57676.941406
Iteration 278Q: 18 clusters Score -1.04303e+08 nChanged 38
Entering ConstructFrom: 
Score: -104303008.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (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: -50463.902344 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -50463.9 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 266 members 
Entering Unmasked Estep 
Score: -49006.257812 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -49006.26 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49310.046875 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -49310.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49527.367188 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -49527.37 nChanged 51
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: -49777.917969 Penalty: 3144.818115
	Iteration 3F: 3 clusters Score -49777.92 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50300.777344 Penalty: 3144.818115
	Iteration 4F: 3 clusters Score -50300.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50590.761719 Penalty: 3144.818115
	Iteration 5F: 3 clusters Score -50590.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50725.003906 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -50725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50786.679688 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -50786.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50823.742188 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -50823.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50855.171875 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -50855.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50864.289062 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -50864.29 nChanged 1
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: -50872.109375 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -50872.11 nChanged 0
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: -50872.109375 Penalty: 3144.818115
	Iteration 12F: 3 clusters Score -50872.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93777 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63004 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118225 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26108 members 
Mstep: Class 17 contains 229815 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35548 members 
Mstep: Class 23 contains 219314 members 
Mstep: Class 24 contains 65834 members 
Entering Unmasked Estep 
Score: -104301744.000000 Penalty: 61069.699219
Splitting cluster 1 changes total score from -104303008.000000 to -104301744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -219069.796875 Penalty: 1886.999878
	Iteration 0F: 2 clusters Score -219069.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -216432.359375 Penalty: 3773.999756
	Iteration 0F: 3 clusters Score -216432.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -216874.890625 Penalty: 3773.999756
	Iteration 1F: 3 clusters Score -216874.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -216986.796875 Penalty: 3773.999756
	Iteration 2F: 3 clusters Score -216986.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -217070.906250 Penalty: 3773.999756
	Iteration 3Q: 3 clusters Score -217070.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -217128.625000 Penalty: 3773.999756
	Iteration 4Q: 3 clusters Score -217128.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -217171.640625 Penalty: 3773.999756
	Iteration 5Q: 3 clusters Score -217171.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -217209.171875 Penalty: 3773.999756
	Iteration 6Q: 3 clusters Score -217209.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -217231.531250 Penalty: 3773.999756
	Iteration 7Q: 3 clusters Score -217231.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -217247.203125 Penalty: 3773.999756
	Iteration 8Q: 3 clusters Score -217247.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -217259.171875 Penalty: 3773.999756
	Iteration 9Q: 3 clusters Score -217259.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -217269.609375 Penalty: 3773.999756
	Iteration 10Q: 3 clusters Score -217269.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -217276.453125 Penalty: 3773.999756
	Iteration 11Q: 3 clusters Score -217276.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -217281.734375 Penalty: 3773.999756
	Iteration 12Q: 3 clusters Score -217281.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -217285.671875 Penalty: 3773.999756
	Iteration 13Q: 3 clusters Score -217285.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -217288.609375 Penalty: 3773.999756
	Iteration 14Q: 3 clusters Score -217288.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -217291.937500 Penalty: 3773.999756
	Iteration 15Q: 3 clusters Score -217291.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -217295.218750 Penalty: 3773.999756
	Iteration 16Q: 3 clusters Score -217295.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -217298.859375 Penalty: 3773.999756
	Iteration 17Q: 3 clusters Score -217298.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -217300.875000 Penalty: 3773.999756
	Iteration 18Q: 3 clusters Score -217300.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -217301.140625 Penalty: 3773.999756
	Iteration 19Q: 3 clusters Score -217301.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -217301.140625 Penalty: 3773.999756
	Iteration 20F: 3 clusters Score -217301.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (93777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93777 members 
Entering Unmasked Estep 
Score: -11484212.000000 Penalty: 2839.271484
	Iteration 0F: 2 clusters Score -1.148421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -11421300.000000 Penalty: 5678.542969
	Iteration 0F: 3 clusters Score -1.14213e+07 nChanged 44501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -11446360.000000 Penalty: 5678.542969
	Iteration 1F: 3 clusters Score -1.144636e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -11447271.000000 Penalty: 5678.542969
	Iteration 2Q: 3 clusters Score -1.144727e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -11448635.000000 Penalty: 5678.542969
	Iteration 3Q: 3 clusters Score -1.144864e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -11451051.000000 Penalty: 5678.542969
	Iteration 4Q: 3 clusters Score -1.145105e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -11454643.000000 Penalty: 5678.542969
	Iteration 5F: 3 clusters Score -1.145464e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69791 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -11460194.000000 Penalty: 5678.542969
	Iteration 6F: 3 clusters Score -1.146019e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -11466432.000000 Penalty: 5678.542969
	Iteration 7F: 3 clusters Score -1.146643e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83331 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -11472418.000000 Penalty: 5678.542969
	Iteration 8F: 3 clusters Score -1.147242e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -11476826.000000 Penalty: 5678.542969
	Iteration 9F: 3 clusters Score -1.147683e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90874 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -11479348.000000 Penalty: 5678.542969
	Iteration 10Q: 3 clusters Score -1.147935e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92291 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -11480593.000000 Penalty: 5678.542969
	Iteration 11Q: 3 clusters Score -1.148059e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92894 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -11481131.000000 Penalty: 5678.542969
	Iteration 12Q: 3 clusters Score -1.148113e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -11481392.000000 Penalty: 5678.542969
	Iteration 13Q: 3 clusters Score -1.148139e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93250 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -11481489.000000 Penalty: 5678.542969
	Iteration 14Q: 3 clusters Score -1.148149e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93308 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -11481570.000000 Penalty: 5678.542969
	Iteration 15Q: 3 clusters Score -1.148157e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93349 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -11481622.000000 Penalty: 5678.542969
	Iteration 16Q: 3 clusters Score -1.148162e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -11481654.000000 Penalty: 5678.542969
	Iteration 17Q: 3 clusters Score -1.148165e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93392 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -11481678.000000 Penalty: 5678.542969
	Iteration 18Q: 3 clusters Score -1.148168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93399 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -11481686.000000 Penalty: 5678.542969
	Iteration 19Q: 3 clusters Score -1.148169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93404 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -11481695.000000 Penalty: 5678.542969
	Iteration 20F: 3 clusters Score -1.14817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93408 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -11481706.000000 Penalty: 5678.542969
	Iteration 21Q: 3 clusters Score -1.148171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93410 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -11481702.000000 Penalty: 5678.542969
	Iteration 22Q: 3 clusters Score -1.14817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93410 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -11481702.000000 Penalty: 5678.542969
	Iteration 23F: 3 clusters Score -1.14817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -63200.835938 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -63200.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61661.855469 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -61661.86 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61972.093750 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -61972.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62054.792969 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -62054.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62094.312500 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -62094.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62125.003906 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -62125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -62154.136719 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -62154.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62182.613281 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -62182.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62199.019531 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -62199.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -62211.476562 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -62211.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62224.671875 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -62224.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62244.726562 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -62244.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62265.042969 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -62265.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -62278.148438 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -62278.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -62293.015625 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -62293.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -62299.167969 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -62299.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -62299.167969 Penalty: 3199.433350
	Iteration 15F: 3 clusters Score -62299.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Entering Unmasked Estep 
Score: -696109.125000 Penalty: 2157.190186
	Iteration 0F: 2 clusters Score -696109.1 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 2931 members 
Entering Unmasked Estep 
Score: -690936.937500 Penalty: 4314.380371
	Iteration 0F: 3 clusters Score -690936.9 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -692345.312500 Penalty: 4314.380371
	Iteration 1F: 3 clusters Score -692345.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -692704.812500 Penalty: 4314.380371
	Iteration 2F: 3 clusters Score -692704.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -692978.875000 Penalty: 4314.380371
	Iteration 3F: 3 clusters Score -692978.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -693202.937500 Penalty: 4314.380371
	Iteration 4F: 3 clusters Score -693202.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -693375.125000 Penalty: 4314.380371
	Iteration 5Q: 3 clusters Score -693375.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -693502.562500 Penalty: 4314.380371
	Iteration 6Q: 3 clusters Score -693502.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -693629.125000 Penalty: 4314.380371
	Iteration 7Q: 3 clusters Score -693629.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -693739.500000 Penalty: 4314.380371
	Iteration 8Q: 3 clusters Score -693739.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -693840.250000 Penalty: 4314.380371
	Iteration 9Q: 3 clusters Score -693840.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -693916.875000 Penalty: 4314.380371
	Iteration 10Q: 3 clusters Score -693916.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -693994.875000 Penalty: 4314.380371
	Iteration 11Q: 3 clusters Score -693994.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -694056.500000 Penalty: 4314.380371
	Iteration 12Q: 3 clusters Score -694056.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -694105.687500 Penalty: 4314.380371
	Iteration 13Q: 3 clusters Score -694105.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -694140.250000 Penalty: 4314.380371
	Iteration 14Q: 3 clusters Score -694140.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -694170.750000 Penalty: 4314.380371
	Iteration 15Q: 3 clusters Score -694170.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -694189.812500 Penalty: 4314.380371
	Iteration 16Q: 3 clusters Score -694189.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -694209.875000 Penalty: 4314.380371
	Iteration 17Q: 3 clusters Score -694209.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -694225.812500 Penalty: 4314.380371
	Iteration 18Q: 3 clusters Score -694225.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -694239.812500 Penalty: 4314.380371
	Iteration 19Q: 3 clusters Score -694239.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -694251.875000 Penalty: 4314.380371
	Iteration 20F: 3 clusters Score -694251.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -694260.187500 Penalty: 4314.380371
	Iteration 21Q: 3 clusters Score -694260.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -694267.937500 Penalty: 4314.380371
	Iteration 22Q: 3 clusters Score -694267.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -694273.312500 Penalty: 4314.380371
	Iteration 23Q: 3 clusters Score -694273.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -694280.125000 Penalty: 4314.380371
	Iteration 24Q: 3 clusters Score -694280.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -694283.750000 Penalty: 4314.380371
	Iteration 25Q: 3 clusters Score -694283.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -694289.312500 Penalty: 4314.380371
	Iteration 26Q: 3 clusters Score -694289.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -694295.687500 Penalty: 4314.380371
	Iteration 27Q: 3 clusters Score -694295.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -694300.375000 Penalty: 4314.380371
	Iteration 28Q: 3 clusters Score -694300.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -694303.000000 Penalty: 4314.380371
	Iteration 29Q: 3 clusters Score -694303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -694305.250000 Penalty: 4314.380371
	Iteration 30Q: 3 clusters Score -694305.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -694310.625000 Penalty: 4314.380371
	Iteration 31Q: 3 clusters Score -694310.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -694316.250000 Penalty: 4314.380371
	Iteration 32Q: 3 clusters Score -694316.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -694319.500000 Penalty: 4314.380371
	Iteration 33Q: 3 clusters Score -694319.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -694324.437500 Penalty: 4314.380371
	Iteration 34Q: 3 clusters Score -694324.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -694330.250000 Penalty: 4314.380371
	Iteration 35Q: 3 clusters Score -694330.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -694337.750000 Penalty: 4314.380371
	Iteration 36Q: 3 clusters Score -694337.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -694346.125000 Penalty: 4314.380371
	Iteration 37Q: 3 clusters Score -694346.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -694358.750000 Penalty: 4314.380371
	Iteration 38Q: 3 clusters Score -694358.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -694367.187500 Penalty: 4314.380371
	Iteration 39Q: 3 clusters Score -694367.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -694376.562500 Penalty: 4314.380371
	Iteration 40F: 3 clusters Score -694376.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -694383.750000 Penalty: 4314.380371
	Iteration 41Q: 3 clusters Score -694383.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -694387.625000 Penalty: 4314.380371
	Iteration 42Q: 3 clusters Score -694387.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -694395.062500 Penalty: 4314.380371
	Iteration 43Q: 3 clusters Score -694395.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -694405.062500 Penalty: 4314.380371
	Iteration 44Q: 3 clusters Score -694405.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -694414.812500 Penalty: 4314.380371
	Iteration 45Q: 3 clusters Score -694414.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -694424.187500 Penalty: 4314.380371
	Iteration 46Q: 3 clusters Score -694424.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -694431.062500 Penalty: 4314.380371
	Iteration 47Q: 3 clusters Score -694431.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -694436.062500 Penalty: 4314.380371
	Iteration 48Q: 3 clusters Score -694436.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -694439.562500 Penalty: 4314.380371
	Iteration 49Q: 3 clusters Score -694439.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -694449.000000 Penalty: 4314.380371
	Iteration 50Q: 3 clusters Score -694449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -694455.500000 Penalty: 4314.380371
	Iteration 51Q: 3 clusters Score -694455.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -694466.500000 Penalty: 4314.380371
	Iteration 52Q: 3 clusters Score -694466.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -694472.937500 Penalty: 4314.380371
	Iteration 53Q: 3 clusters Score -694472.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -694482.125000 Penalty: 4314.380371
	Iteration 54Q: 3 clusters Score -694482.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -694494.187500 Penalty: 4314.380371
	Iteration 55Q: 3 clusters Score -694494.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -694503.437500 Penalty: 4314.380371
	Iteration 56Q: 3 clusters Score -694503.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -694510.000000 Penalty: 4314.380371
	Iteration 57Q: 3 clusters Score -694510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -694512.750000 Penalty: 4314.380371
	Iteration 58Q: 3 clusters Score -694512.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -694518.250000 Penalty: 4314.380371
	Iteration 59Q: 3 clusters Score -694518.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -694523.625000 Penalty: 4314.380371
	Iteration 60F: 3 clusters Score -694523.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -694529.687500 Penalty: 4314.380371
	Iteration 61Q: 3 clusters Score -694529.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -694535.625000 Penalty: 4314.380371
	Iteration 62Q: 3 clusters Score -694535.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -694540.562500 Penalty: 4314.380371
	Iteration 63Q: 3 clusters Score -694540.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -694548.625000 Penalty: 4314.380371
	Iteration 64Q: 3 clusters Score -694548.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -694556.312500 Penalty: 4314.380371
	Iteration 65Q: 3 clusters Score -694556.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -694562.062500 Penalty: 4314.380371
	Iteration 66Q: 3 clusters Score -694562.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -694565.687500 Penalty: 4314.380371
	Iteration 67Q: 3 clusters Score -694565.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -694570.812500 Penalty: 4314.380371
	Iteration 68Q: 3 clusters Score -694570.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -694575.937500 Penalty: 4314.380371
	Iteration 69Q: 3 clusters Score -694575.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -694581.375000 Penalty: 4314.380371
	Iteration 70Q: 3 clusters Score -694581.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -694585.875000 Penalty: 4314.380371
	Iteration 71Q: 3 clusters Score -694585.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -694588.875000 Penalty: 4314.380371
	Iteration 72Q: 3 clusters Score -694588.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -694593.937500 Penalty: 4314.380371
	Iteration 73Q: 3 clusters Score -694593.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -694595.625000 Penalty: 4314.380371
	Iteration 74Q: 3 clusters Score -694595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -694599.375000 Penalty: 4314.380371
	Iteration 75Q: 3 clusters Score -694599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -694600.687500 Penalty: 4314.380371
	Iteration 76Q: 3 clusters Score -694600.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -694601.687500 Penalty: 4314.380371
	Iteration 77Q: 3 clusters Score -694601.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -694602.375000 Penalty: 4314.380371
	Iteration 78Q: 3 clusters Score -694602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -694603.000000 Penalty: 4314.380371
	Iteration 79Q: 3 clusters Score -694603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -694604.875000 Penalty: 4314.380371
	Iteration 80F: 3 clusters Score -694604.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -694604.437500 Penalty: 4314.380371
	Iteration 81Q: 3 clusters Score -694604.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -694604.437500 Penalty: 4314.380371
	Iteration 82F: 3 clusters Score -694604.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Entering Unmasked Estep 
Score: -7731709.000000 Penalty: 2740.636475
	Iteration 0F: 2 clusters Score -7731709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -7689218.000000 Penalty: 5481.272949
	Iteration 0F: 3 clusters Score -7689218 nChanged 29339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -7705744.000000 Penalty: 5481.272949
	Iteration 1F: 3 clusters Score -7705744 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -7706328.000000 Penalty: 5481.272949
	Iteration 2Q: 3 clusters Score -7706328 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -7706961.500000 Penalty: 5481.272949
	Iteration 3Q: 3 clusters Score -7706962 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -7708074.000000 Penalty: 5481.272949
	Iteration 4Q: 3 clusters Score -7708074 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -7709855.500000 Penalty: 5481.272949
	Iteration 5F: 3 clusters Score -7709856 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -7713015.000000 Penalty: 5481.272949
	Iteration 6F: 3 clusters Score -7713015 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -7718039.000000 Penalty: 5481.272949
	Iteration 7F: 3 clusters Score -7718039 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -7723572.000000 Penalty: 5481.272949
	Iteration 8F: 3 clusters Score -7723572 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60732 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7727168.000000 Penalty: 5481.272949
	Iteration 9F: 3 clusters Score -7727168 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7728609.000000 Penalty: 5481.272949
	Iteration 10Q: 3 clusters Score -7728609 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62558 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7729032.500000 Penalty: 5481.272949
	Iteration 11Q: 3 clusters Score -7729032 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7729185.000000 Penalty: 5481.272949
	Iteration 12Q: 3 clusters Score -7729185 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7729247.000000 Penalty: 5481.272949
	Iteration 13Q: 3 clusters Score -7729247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62734 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7729282.000000 Penalty: 5481.272949
	Iteration 14Q: 3 clusters Score -7729282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7729316.000000 Penalty: 5481.272949
	Iteration 15Q: 3 clusters Score -7729316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7729319.000000 Penalty: 5481.272949
	Iteration 16Q: 3 clusters Score -7729319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62753 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7729324.500000 Penalty: 5481.272949
	Iteration 17Q: 3 clusters Score -7729324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62753 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7729336.000000 Penalty: 5481.272949
	Iteration 18Q: 3 clusters Score -7729336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62753 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7729336.000000 Penalty: 5481.272949
	Iteration 19F: 3 clusters Score -7729336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -109965.218750 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -109965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -108101.343750 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -108101.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -108579.929688 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -108579.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -108874.257812 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -108874.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -109491.695312 Penalty: 3485.107666
	Iteration 3F: 3 clusters Score -109491.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -110201.140625 Penalty: 3485.107666
	Iteration 4F: 3 clusters Score -110201.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -110394.515625 Penalty: 3485.107666
	Iteration 5F: 3 clusters Score -110394.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -110466.593750 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -110466.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -110490.609375 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -110490.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -110500.171875 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -110500.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -110507.406250 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -110507.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -110510.226562 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -110510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -110512.398438 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -110512.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -110515.929688 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -110515.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -110515.929688 Penalty: 3485.107666
	Iteration 13F: 3 clusters Score -110515.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93777 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63004 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118225 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26108 members 
Mstep: Class 17 contains 229815 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35548 members 
Mstep: Class 23 contains 219314 members 
Mstep: Class 24 contains 65834 members 
Entering Unmasked Estep 
Score: -104302016.000000 Penalty: 61069.699219
Splitting cluster 8 changes total score from -104303008.000000 to -104302016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -75298.390625 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -75298.39 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 361 members 
Entering Unmasked Estep 
Score: -73575.976562 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -73575.98 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -73851.531250 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -73851.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73909.664062 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -73909.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -73938.585938 Penalty: 3294.673340
	Iteration 3Q: 3 clusters Score -73938.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73955.718750 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -73955.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73973.101562 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -73973.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73987.312500 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -73987.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74000.593750 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -74000.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74018.468750 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -74018.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74031.179688 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -74031.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74036.265625 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -74036.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74039.484375 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -74039.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74048.429688 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -74048.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74051.750000 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -74051.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74053.500000 Penalty: 3294.673340
	Iteration 14Q: 3 clusters Score -74053.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74059.726562 Penalty: 3294.673340
	Iteration 15Q: 3 clusters Score -74059.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74061.718750 Penalty: 3294.673340
	Iteration 16Q: 3 clusters Score -74061.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74061.718750 Penalty: 3294.673340
	Iteration 17F: 3 clusters Score -74061.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (118225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118225 members 
Entering Unmasked Estep 
Score: -14477781.000000 Penalty: 2896.725342
	Iteration 0F: 2 clusters Score -1.447778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58848 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -14398463.000000 Penalty: 5793.450684
	Iteration 0F: 3 clusters Score -1.439846e+07 nChanged 56277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 62510 members 
Entering Unmasked Estep 
Score: -14431393.000000 Penalty: 5793.450684
	Iteration 1F: 3 clusters Score -1.443139e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -14432480.000000 Penalty: 5793.450684
	Iteration 2Q: 3 clusters Score -1.443248e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 67911 members 
Entering Unmasked Estep 
Score: -14433945.000000 Penalty: 5793.450684
	Iteration 3Q: 3 clusters Score -1.443394e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 72781 members 
Entering Unmasked Estep 
Score: -14436561.000000 Penalty: 5793.450684
	Iteration 4Q: 3 clusters Score -1.443656e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -14440790.000000 Penalty: 5793.450684
	Iteration 5F: 3 clusters Score -1.444079e+07 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 88108 members 
Entering Unmasked Estep 
Score: -14447395.000000 Penalty: 5793.450684
	Iteration 6F: 3 clusters Score -1.44474e+07 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 97943 members 
Entering Unmasked Estep 
Score: -14455997.000000 Penalty: 5793.450684
	Iteration 7F: 3 clusters Score -1.4456e+07 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 107143 members 
Entering Unmasked Estep 
Score: -14464733.000000 Penalty: 5793.450684
	Iteration 8F: 3 clusters Score -1.446473e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 113582 members 
Entering Unmasked Estep 
Score: -14470946.000000 Penalty: 5793.450684
	Iteration 9F: 3 clusters Score -1.447095e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 116561 members 
Entering Unmasked Estep 
Score: -14473712.000000 Penalty: 5793.450684
	Iteration 10Q: 3 clusters Score -1.447371e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 117579 members 
Entering Unmasked Estep 
Score: -14474606.000000 Penalty: 5793.450684
	Iteration 11Q: 3 clusters Score -1.447461e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 117865 members 
Entering Unmasked Estep 
Score: -14474935.000000 Penalty: 5793.450684
	Iteration 12Q: 3 clusters Score -1.447494e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 117943 members 
Entering Unmasked Estep 
Score: -14475043.000000 Penalty: 5793.450684
	Iteration 13Q: 3 clusters Score -1.447504e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 117974 members 
Entering Unmasked Estep 
Score: -14475106.000000 Penalty: 5793.450684
	Iteration 14Q: 3 clusters Score -1.447511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 117983 members 
Entering Unmasked Estep 
Score: -14475123.000000 Penalty: 5793.450684
	Iteration 15Q: 3 clusters Score -1.447512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 117985 members 
Entering Unmasked Estep 
Score: -14475136.000000 Penalty: 5793.450684
	Iteration 16Q: 3 clusters Score -1.447514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 117984 members 
Entering Unmasked Estep 
Score: -14475142.000000 Penalty: 5793.450684
	Iteration 17Q: 3 clusters Score -1.447514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 117985 members 
Entering Unmasked Estep 
Score: -14475149.000000 Penalty: 5793.450684
	Iteration 18Q: 3 clusters Score -1.447515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 117988 members 
Entering Unmasked Estep 
Score: -14475153.000000 Penalty: 5793.450684
	Iteration 19Q: 3 clusters Score -1.447515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 117990 members 
Entering Unmasked Estep 
Score: -14475159.000000 Penalty: 5793.450684
	Iteration 20F: 3 clusters Score -1.447516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 117989 members 
Entering Unmasked Estep 
Score: -14475162.000000 Penalty: 5793.450684
	Iteration 21Q: 3 clusters Score -1.447516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 117988 members 
Entering Unmasked Estep 
Score: -14475169.000000 Penalty: 5793.450684
	Iteration 22Q: 3 clusters Score -1.447517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 117988 members 
Entering Unmasked Estep 
Score: -14475169.000000 Penalty: 5793.450684
	Iteration 23F: 3 clusters Score -1.447517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -294046.531250 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -294046.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -290997.656250 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -290997.7 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -291622.781250 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -291622.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -291759.437500 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -291759.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -291864.468750 Penalty: 3917.059082
	Iteration 3Q: 3 clusters Score -291864.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -291941.375000 Penalty: 3917.059082
	Iteration 4Q: 3 clusters Score -291941.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -291989.812500 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -291989.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -292036.687500 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -292036.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -292068.093750 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -292068.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -292100.437500 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -292100.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -292130.125000 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -292130.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -292159.937500 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -292159.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -292186.687500 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -292186.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -292214.187500 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -292214.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -292231.281250 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -292231.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -292238.000000 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -292238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -292245.656250 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -292245.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -292253.937500 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -292253.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -292264.625000 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -292264.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -292277.000000 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -292277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -292285.218750 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -292285.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -292294.375000 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -292294.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -292298.343750 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -292298.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -292300.437500 Penalty: 3917.059082
	Iteration 22Q: 3 clusters Score -292300.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -292303.687500 Penalty: 3917.059082
	Iteration 23Q: 3 clusters Score -292303.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -292305.250000 Penalty: 3917.059082
	Iteration 24Q: 3 clusters Score -292305.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -292310.062500 Penalty: 3917.059082
	Iteration 25Q: 3 clusters Score -292310.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -292315.968750 Penalty: 3917.059082
	Iteration 26Q: 3 clusters Score -292316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -292321.937500 Penalty: 3917.059082
	Iteration 27Q: 3 clusters Score -292321.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -292327.187500 Penalty: 3917.059082
	Iteration 28Q: 3 clusters Score -292327.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -292335.187500 Penalty: 3917.059082
	Iteration 29Q: 3 clusters Score -292335.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -292342.312500 Penalty: 3917.059082
	Iteration 30Q: 3 clusters Score -292342.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -292347.125000 Penalty: 3917.059082
	Iteration 31Q: 3 clusters Score -292347.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -292351.187500 Penalty: 3917.059082
	Iteration 32Q: 3 clusters Score -292351.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -292357.718750 Penalty: 3917.059082
	Iteration 33Q: 3 clusters Score -292357.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -292360.531250 Penalty: 3917.059082
	Iteration 34Q: 3 clusters Score -292360.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -292364.875000 Penalty: 3917.059082
	Iteration 35Q: 3 clusters Score -292364.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -292370.968750 Penalty: 3917.059082
	Iteration 36Q: 3 clusters Score -292371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -292373.906250 Penalty: 3917.059082
	Iteration 37Q: 3 clusters Score -292373.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -292377.406250 Penalty: 3917.059082
	Iteration 38Q: 3 clusters Score -292377.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -292380.312500 Penalty: 3917.059082
	Iteration 39Q: 3 clusters Score -292380.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -292383.812500 Penalty: 3917.059082
	Iteration 40F: 3 clusters Score -292383.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -292389.312500 Penalty: 3917.059082
	Iteration 41Q: 3 clusters Score -292389.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -292393.125000 Penalty: 3917.059082
	Iteration 42Q: 3 clusters Score -292393.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -292397.937500 Penalty: 3917.059082
	Iteration 43Q: 3 clusters Score -292397.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -292402.281250 Penalty: 3917.059082
	Iteration 44Q: 3 clusters Score -292402.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -292406.625000 Penalty: 3917.059082
	Iteration 45Q: 3 clusters Score -292406.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -292411.343750 Penalty: 3917.059082
	Iteration 46Q: 3 clusters Score -292411.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -292415.343750 Penalty: 3917.059082
	Iteration 47Q: 3 clusters Score -292415.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -292418.093750 Penalty: 3917.059082
	Iteration 48Q: 3 clusters Score -292418.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -292419.468750 Penalty: 3917.059082
	Iteration 49Q: 3 clusters Score -292419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -292419.468750 Penalty: 3917.059082
	Iteration 50F: 3 clusters Score -292419.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Entering Unmasked Estep 
Score: -3209119.000000 Penalty: 2522.159424
	Iteration 0F: 2 clusters Score -3209119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -3191069.250000 Penalty: 5044.318848
	Iteration 0F: 3 clusters Score -3191069 nChanged 11795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3197424.000000 Penalty: 5044.318848
	Iteration 1F: 3 clusters Score -3197424 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3197812.000000 Penalty: 5044.318848
	Iteration 2Q: 3 clusters Score -3197812 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -3198091.750000 Penalty: 5044.318848
	Iteration 3Q: 3 clusters Score -3198092 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -3198299.750000 Penalty: 5044.318848
	Iteration 4Q: 3 clusters Score -3198300 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -3198483.500000 Penalty: 5044.318848
	Iteration 5Q: 3 clusters Score -3198484 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -3198681.500000 Penalty: 5044.318848
	Iteration 6Q: 3 clusters Score -3198682 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -3198871.500000 Penalty: 5044.318848
	Iteration 7Q: 3 clusters Score -3198872 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3199114.000000 Penalty: 5044.318848
	Iteration 8Q: 3 clusters Score -3199114 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3199418.750000 Penalty: 5044.318848
	Iteration 9Q: 3 clusters Score -3199419 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -3199869.500000 Penalty: 5044.318848
	Iteration 10Q: 3 clusters Score -3199870 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3200403.250000 Penalty: 5044.318848
	Iteration 11Q: 3 clusters Score -3200403 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -3201136.750000 Penalty: 5044.318848
	Iteration 12Q: 3 clusters Score -3201137 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -3202098.750000 Penalty: 5044.318848
	Iteration 13F: 3 clusters Score -3202099 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -3203246.500000 Penalty: 5044.318848
	Iteration 14F: 3 clusters Score -3203246 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -3204400.000000 Penalty: 5044.318848
	Iteration 15Q: 3 clusters Score -3204400 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3205327.750000 Penalty: 5044.318848
	Iteration 16Q: 3 clusters Score -3205328 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3205975.000000 Penalty: 5044.318848
	Iteration 17Q: 3 clusters Score -3205975 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3206419.000000 Penalty: 5044.318848
	Iteration 18Q: 3 clusters Score -3206419 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3206689.500000 Penalty: 5044.318848
	Iteration 19Q: 3 clusters Score -3206690 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3206867.750000 Penalty: 5044.318848
	Iteration 20F: 3 clusters Score -3206868 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3206984.750000 Penalty: 5044.318848
	Iteration 21Q: 3 clusters Score -3206985 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3207049.250000 Penalty: 5044.318848
	Iteration 22Q: 3 clusters Score -3207049 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3207108.250000 Penalty: 5044.318848
	Iteration 23Q: 3 clusters Score -3207108 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3207167.000000 Penalty: 5044.318848
	Iteration 24Q: 3 clusters Score -3207167 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3207195.000000 Penalty: 5044.318848
	Iteration 25Q: 3 clusters Score -3207195 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3207231.250000 Penalty: 5044.318848
	Iteration 26Q: 3 clusters Score -3207231 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3207247.250000 Penalty: 5044.318848
	Iteration 27Q: 3 clusters Score -3207247 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3207275.250000 Penalty: 5044.318848
	Iteration 28Q: 3 clusters Score -3207275 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3207295.250000 Penalty: 5044.318848
	Iteration 29Q: 3 clusters Score -3207295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3207305.750000 Penalty: 5044.318848
	Iteration 30Q: 3 clusters Score -3207306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3207322.750000 Penalty: 5044.318848
	Iteration 31Q: 3 clusters Score -3207323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3207329.250000 Penalty: 5044.318848
	Iteration 32Q: 3 clusters Score -3207329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3207338.000000 Penalty: 5044.318848
	Iteration 33Q: 3 clusters Score -3207338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3207347.500000 Penalty: 5044.318848
	Iteration 34Q: 3 clusters Score -3207348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3207350.500000 Penalty: 5044.318848
	Iteration 35Q: 3 clusters Score -3207350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3207367.000000 Penalty: 5044.318848
	Iteration 36Q: 3 clusters Score -3207367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3207371.000000 Penalty: 5044.318848
	Iteration 37Q: 3 clusters Score -3207371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3207372.000000 Penalty: 5044.318848
	Iteration 38Q: 3 clusters Score -3207372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3207371.750000 Penalty: 5044.318848
	Iteration 39Q: 3 clusters Score -3207372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3207370.750000 Penalty: 5044.318848
	Iteration 40F: 3 clusters Score -3207371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3207380.500000 Penalty: 5044.318848
	Iteration 41Q: 3 clusters Score -3207380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3207380.250000 Penalty: 5044.318848
	Iteration 42Q: 3 clusters Score -3207380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3207378.750000 Penalty: 5044.318848
	Iteration 43Q: 3 clusters Score -3207379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3207380.250000 Penalty: 5044.318848
	Iteration 44Q: 3 clusters Score -3207380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3207380.250000 Penalty: 5044.318848
	Iteration 45F: 3 clusters Score -3207380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (229815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229815 members 
Entering Unmasked Estep 
Score: -27867412.000000 Penalty: 3061.567383
	Iteration 0F: 2 clusters Score -2.786741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114955 members 
Mstep: Class 2 contains 114860 members 
Entering Unmasked Estep 
Score: -27720410.000000 Penalty: 6123.134766
	Iteration 0F: 3 clusters Score -2.772041e+07 nChanged 110526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115695 members 
Mstep: Class 2 contains 114120 members 
Entering Unmasked Estep 
Score: -27785348.000000 Penalty: 6123.134766
	Iteration 1F: 3 clusters Score -2.778535e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115662 members 
Mstep: Class 2 contains 114153 members 
Entering Unmasked Estep 
Score: -27786236.000000 Penalty: 6123.134766
	Iteration 2Q: 3 clusters Score -2.778624e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115739 members 
Mstep: Class 2 contains 114076 members 
Entering Unmasked Estep 
Score: -27787206.000000 Penalty: 6123.134766
	Iteration 3Q: 3 clusters Score -2.778721e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115958 members 
Mstep: Class 2 contains 113857 members 
Entering Unmasked Estep 
Score: -27788616.000000 Penalty: 6123.134766
	Iteration 4Q: 3 clusters Score -2.778862e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116436 members 
Mstep: Class 2 contains 113379 members 
Entering Unmasked Estep 
Score: -27790354.000000 Penalty: 6123.134766
	Iteration 5Q: 3 clusters Score -2.779035e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117330 members 
Mstep: Class 2 contains 112485 members 
Entering Unmasked Estep 
Score: -27792952.000000 Penalty: 6123.134766
	Iteration 6Q: 3 clusters Score -2.779295e+07 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118692 members 
Mstep: Class 2 contains 111123 members 
Entering Unmasked Estep 
Score: -27796946.000000 Penalty: 6123.134766
	Iteration 7Q: 3 clusters Score -2.779695e+07 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120368 members 
Mstep: Class 2 contains 109447 members 
Entering Unmasked Estep 
Score: -27802770.000000 Penalty: 6123.134766
	Iteration 8Q: 3 clusters Score -2.780277e+07 nChanged 13337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122257 members 
Mstep: Class 2 contains 107558 members 
Entering Unmasked Estep 
Score: -27811494.000000 Penalty: 6123.134766
	Iteration 9F: 3 clusters Score -2.781149e+07 nChanged 15224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123561 members 
Mstep: Class 2 contains 106254 members 
Entering Unmasked Estep 
Score: -27823198.000000 Penalty: 6123.134766
	Iteration 10F: 3 clusters Score -2.78232e+07 nChanged 15218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124341 members 
Mstep: Class 2 contains 105474 members 
Entering Unmasked Estep 
Score: -27834056.000000 Penalty: 6123.134766
	Iteration 11F: 3 clusters Score -2.783406e+07 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124982 members 
Mstep: Class 2 contains 104833 members 
Entering Unmasked Estep 
Score: -27839646.000000 Penalty: 6123.134766
	Iteration 12F: 3 clusters Score -2.783965e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125732 members 
Mstep: Class 2 contains 104083 members 
Entering Unmasked Estep 
Score: -27841252.000000 Penalty: 6123.134766
	Iteration 13Q: 3 clusters Score -2.784125e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126475 members 
Mstep: Class 2 contains 103340 members 
Entering Unmasked Estep 
Score: -27842004.000000 Penalty: 6123.134766
	Iteration 14Q: 3 clusters Score -2.7842e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127273 members 
Mstep: Class 2 contains 102542 members 
Entering Unmasked Estep 
Score: -27842398.000000 Penalty: 6123.134766
	Iteration 15Q: 3 clusters Score -2.78424e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128138 members 
Mstep: Class 2 contains 101677 members 
Entering Unmasked Estep 
Score: -27842842.000000 Penalty: 6123.134766
	Iteration 16Q: 3 clusters Score -2.784284e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129104 members 
Mstep: Class 2 contains 100711 members 
Entering Unmasked Estep 
Score: -27842988.000000 Penalty: 6123.134766
	Iteration 17Q: 3 clusters Score -2.784299e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130130 members 
Mstep: Class 2 contains 99685 members 
Entering Unmasked Estep 
Score: -27843130.000000 Penalty: 6123.134766
	Iteration 18Q: 3 clusters Score -2.784313e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131226 members 
Mstep: Class 2 contains 98589 members 
Entering Unmasked Estep 
Score: -27843524.000000 Penalty: 6123.134766
	Iteration 19Q: 3 clusters Score -2.784352e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132495 members 
Mstep: Class 2 contains 97320 members 
Entering Unmasked Estep 
Score: -27843914.000000 Penalty: 6123.134766
	Iteration 20F: 3 clusters Score -2.784391e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133831 members 
Mstep: Class 2 contains 95984 members 
Entering Unmasked Estep 
Score: -27844112.000000 Penalty: 6123.134766
	Iteration 21Q: 3 clusters Score -2.784411e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135281 members 
Mstep: Class 2 contains 94534 members 
Entering Unmasked Estep 
Score: -27844288.000000 Penalty: 6123.134766
	Iteration 22Q: 3 clusters Score -2.784429e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136759 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -27844564.000000 Penalty: 6123.134766
	Iteration 23Q: 3 clusters Score -2.784456e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138327 members 
Mstep: Class 2 contains 91488 members 
Entering Unmasked Estep 
Score: -27844704.000000 Penalty: 6123.134766
	Iteration 24Q: 3 clusters Score -2.78447e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139917 members 
Mstep: Class 2 contains 89898 members 
Entering Unmasked Estep 
Score: -27844872.000000 Penalty: 6123.134766
	Iteration 25Q: 3 clusters Score -2.784487e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141516 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -27845092.000000 Penalty: 6123.134766
	Iteration 26Q: 3 clusters Score -2.784509e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143204 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -27845252.000000 Penalty: 6123.134766
	Iteration 27Q: 3 clusters Score -2.784525e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144915 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
Score: -27845416.000000 Penalty: 6123.134766
	Iteration 28Q: 3 clusters Score -2.784542e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146804 members 
Mstep: Class 2 contains 83011 members 
Entering Unmasked Estep 
Score: -27845740.000000 Penalty: 6123.134766
	Iteration 29Q: 3 clusters Score -2.784574e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148768 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -27846120.000000 Penalty: 6123.134766
	Iteration 30Q: 3 clusters Score -2.784612e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150867 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -27846420.000000 Penalty: 6123.134766
	Iteration 31Q: 3 clusters Score -2.784642e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153150 members 
Mstep: Class 2 contains 76665 members 
Entering Unmasked Estep 
Score: -27846810.000000 Penalty: 6123.134766
	Iteration 32Q: 3 clusters Score -2.784681e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155493 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -27847112.000000 Penalty: 6123.134766
	Iteration 33Q: 3 clusters Score -2.784711e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157869 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -27847432.000000 Penalty: 6123.134766
	Iteration 34Q: 3 clusters Score -2.784743e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160381 members 
Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
Score: -27847790.000000 Penalty: 6123.134766
	Iteration 35Q: 3 clusters Score -2.784779e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163007 members 
Mstep: Class 2 contains 66808 members 
Entering Unmasked Estep 
Score: -27848350.000000 Penalty: 6123.134766
	Iteration 36Q: 3 clusters Score -2.784835e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165756 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -27848702.000000 Penalty: 6123.134766
	Iteration 37Q: 3 clusters Score -2.78487e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168560 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -27849158.000000 Penalty: 6123.134766
	Iteration 38Q: 3 clusters Score -2.784916e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171489 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -27849708.000000 Penalty: 6123.134766
	Iteration 39Q: 3 clusters Score -2.784971e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174656 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -27850476.000000 Penalty: 6123.134766
	Iteration 40F: 3 clusters Score -2.785048e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177913 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -27851094.000000 Penalty: 6123.134766
	Iteration 41Q: 3 clusters Score -2.785109e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181232 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -27851886.000000 Penalty: 6123.134766
	Iteration 42Q: 3 clusters Score -2.785189e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184485 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -27852794.000000 Penalty: 6123.134766
	Iteration 43Q: 3 clusters Score -2.785279e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187759 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -27853776.000000 Penalty: 6123.134766
	Iteration 44Q: 3 clusters Score -2.785378e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191031 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -27854686.000000 Penalty: 6123.134766
	Iteration 45Q: 3 clusters Score -2.785469e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194161 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -27855538.000000 Penalty: 6123.134766
	Iteration 46Q: 3 clusters Score -2.785554e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197122 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -27856430.000000 Penalty: 6123.134766
	Iteration 47Q: 3 clusters Score -2.785643e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200048 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -27857222.000000 Penalty: 6123.134766
	Iteration 48Q: 3 clusters Score -2.785722e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202788 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -27857836.000000 Penalty: 6123.134766
	Iteration 49Q: 3 clusters Score -2.785784e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205288 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -27858620.000000 Penalty: 6123.134766
	Iteration 50Q: 3 clusters Score -2.785862e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207647 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -27859310.000000 Penalty: 6123.134766
	Iteration 51Q: 3 clusters Score -2.785931e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209746 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -27859848.000000 Penalty: 6123.134766
	Iteration 52Q: 3 clusters Score -2.785985e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211671 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -27860438.000000 Penalty: 6123.134766
	Iteration 53Q: 3 clusters Score -2.786044e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213383 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -27860970.000000 Penalty: 6123.134766
	Iteration 54Q: 3 clusters Score -2.786097e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214876 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -27861298.000000 Penalty: 6123.134766
	Iteration 55Q: 3 clusters Score -2.78613e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216162 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -27861720.000000 Penalty: 6123.134766
	Iteration 56Q: 3 clusters Score -2.786172e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217335 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -27862140.000000 Penalty: 6123.134766
	Iteration 57Q: 3 clusters Score -2.786214e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218411 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -27862486.000000 Penalty: 6123.134766
	Iteration 58Q: 3 clusters Score -2.786249e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219411 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -27862714.000000 Penalty: 6123.134766
	Iteration 59Q: 3 clusters Score -2.786271e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220273 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -27863042.000000 Penalty: 6123.134766
	Iteration 60F: 3 clusters Score -2.786304e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221037 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -27863236.000000 Penalty: 6123.134766
	Iteration 61Q: 3 clusters Score -2.786324e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221665 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -27863440.000000 Penalty: 6123.134766
	Iteration 62Q: 3 clusters Score -2.786344e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222218 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -27863680.000000 Penalty: 6123.134766
	Iteration 63Q: 3 clusters Score -2.786368e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222678 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -27863846.000000 Penalty: 6123.134766
	Iteration 64Q: 3 clusters Score -2.786385e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223079 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -27863954.000000 Penalty: 6123.134766
	Iteration 65Q: 3 clusters Score -2.786395e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223428 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -27864102.000000 Penalty: 6123.134766
	Iteration 66Q: 3 clusters Score -2.78641e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223730 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -27864098.000000 Penalty: 6123.134766
	Iteration 67Q: 3 clusters Score -2.78641e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223999 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -27864166.000000 Penalty: 6123.134766
	Iteration 68Q: 3 clusters Score -2.786417e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224242 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -27864272.000000 Penalty: 6123.134766
	Iteration 69Q: 3 clusters Score -2.786427e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224457 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -27864352.000000 Penalty: 6123.134766
	Iteration 70Q: 3 clusters Score -2.786435e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224652 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -27864418.000000 Penalty: 6123.134766
	Iteration 71Q: 3 clusters Score -2.786442e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224832 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -27864520.000000 Penalty: 6123.134766
	Iteration 72Q: 3 clusters Score -2.786452e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224982 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -27864598.000000 Penalty: 6123.134766
	Iteration 73Q: 3 clusters Score -2.78646e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225114 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -27864610.000000 Penalty: 6123.134766
	Iteration 74Q: 3 clusters Score -2.786461e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225231 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -27864638.000000 Penalty: 6123.134766
	Iteration 75Q: 3 clusters Score -2.786464e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225342 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -27864680.000000 Penalty: 6123.134766
	Iteration 76Q: 3 clusters Score -2.786468e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225438 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -27864712.000000 Penalty: 6123.134766
	Iteration 77Q: 3 clusters Score -2.786471e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225531 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -27864758.000000 Penalty: 6123.134766
	Iteration 78Q: 3 clusters Score -2.786476e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225612 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -27864786.000000 Penalty: 6123.134766
	Iteration 79Q: 3 clusters Score -2.786479e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225691 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -27864780.000000 Penalty: 6123.134766
	Iteration 80F: 3 clusters Score -2.786478e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225766 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -27864772.000000 Penalty: 6123.134766
	Iteration 81Q: 3 clusters Score -2.786477e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225829 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -27864810.000000 Penalty: 6123.134766
	Iteration 82Q: 3 clusters Score -2.786481e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225880 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -27864836.000000 Penalty: 6123.134766
	Iteration 83Q: 3 clusters Score -2.786484e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225916 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -27864866.000000 Penalty: 6123.134766
	Iteration 84Q: 3 clusters Score -2.786487e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225947 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -27864872.000000 Penalty: 6123.134766
	Iteration 85Q: 3 clusters Score -2.786487e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225967 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -27864894.000000 Penalty: 6123.134766
	Iteration 86Q: 3 clusters Score -2.786489e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225985 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -27864906.000000 Penalty: 6123.134766
	Iteration 87Q: 3 clusters Score -2.786491e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226004 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -27864898.000000 Penalty: 6123.134766
	Iteration 88Q: 3 clusters Score -2.78649e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226033 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -27864892.000000 Penalty: 6123.134766
	Iteration 89Q: 3 clusters Score -2.786489e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226053 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -27864850.000000 Penalty: 6123.134766
	Iteration 90Q: 3 clusters Score -2.786485e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226075 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -27864858.000000 Penalty: 6123.134766
	Iteration 91Q: 3 clusters Score -2.786486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226089 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -27864876.000000 Penalty: 6123.134766
	Iteration 92Q: 3 clusters Score -2.786488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226102 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -27864862.000000 Penalty: 6123.134766
	Iteration 93Q: 3 clusters Score -2.786486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226114 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -27864860.000000 Penalty: 6123.134766
	Iteration 94Q: 3 clusters Score -2.786486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226119 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -27864842.000000 Penalty: 6123.134766
	Iteration 95Q: 3 clusters Score -2.786484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226123 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -27864848.000000 Penalty: 6123.134766
	Iteration 96Q: 3 clusters Score -2.786485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226127 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -27864862.000000 Penalty: 6123.134766
	Iteration 97Q: 3 clusters Score -2.786486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226132 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -27864858.000000 Penalty: 6123.134766
	Iteration 98Q: 3 clusters Score -2.786486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226133 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -27864858.000000 Penalty: 6123.134766
	Iteration 99Q: 3 clusters Score -2.786486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226133 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -27864858.000000 Penalty: 6123.134766
	Iteration 100F: 3 clusters Score -2.786486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Entering Unmasked Estep 
Score: -440169.875000 Penalty: 2048.217285
	Iteration 0F: 2 clusters Score -440169.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -436363.406250 Penalty: 4096.434570
	Iteration 0F: 3 clusters Score -436363.4 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -437204.625000 Penalty: 4096.434570
	Iteration 1F: 3 clusters Score -437204.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -437447.906250 Penalty: 4096.434570
	Iteration 2F: 3 clusters Score -437447.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -437595.250000 Penalty: 4096.434570
	Iteration 3F: 3 clusters Score -437595.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -437695.718750 Penalty: 4096.434570
	Iteration 4Q: 3 clusters Score -437695.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -437774.375000 Penalty: 4096.434570
	Iteration 5Q: 3 clusters Score -437774.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -437849.000000 Penalty: 4096.434570
	Iteration 6Q: 3 clusters Score -437849 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -437928.125000 Penalty: 4096.434570
	Iteration 7Q: 3 clusters Score -437928.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -438011.593750 Penalty: 4096.434570
	Iteration 8Q: 3 clusters Score -438011.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -438116.843750 Penalty: 4096.434570
	Iteration 9Q: 3 clusters Score -438116.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -438189.531250 Penalty: 4096.434570
	Iteration 10Q: 3 clusters Score -438189.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -438254.687500 Penalty: 4096.434570
	Iteration 11Q: 3 clusters Score -438254.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -438303.500000 Penalty: 4096.434570
	Iteration 12Q: 3 clusters Score -438303.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -438353.250000 Penalty: 4096.434570
	Iteration 13Q: 3 clusters Score -438353.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -438396.687500 Penalty: 4096.434570
	Iteration 14Q: 3 clusters Score -438396.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -438424.718750 Penalty: 4096.434570
	Iteration 15Q: 3 clusters Score -438424.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -438457.250000 Penalty: 4096.434570
	Iteration 16Q: 3 clusters Score -438457.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -438491.875000 Penalty: 4096.434570
	Iteration 17Q: 3 clusters Score -438491.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -438527.281250 Penalty: 4096.434570
	Iteration 18Q: 3 clusters Score -438527.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -438558.406250 Penalty: 4096.434570
	Iteration 19Q: 3 clusters Score -438558.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -438584.531250 Penalty: 4096.434570
	Iteration 20F: 3 clusters Score -438584.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -438608.187500 Penalty: 4096.434570
	Iteration 21Q: 3 clusters Score -438608.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -438622.281250 Penalty: 4096.434570
	Iteration 22Q: 3 clusters Score -438622.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -438633.093750 Penalty: 4096.434570
	Iteration 23Q: 3 clusters Score -438633.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -438642.906250 Penalty: 4096.434570
	Iteration 24Q: 3 clusters Score -438642.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -438647.843750 Penalty: 4096.434570
	Iteration 25Q: 3 clusters Score -438647.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -438653.000000 Penalty: 4096.434570
	Iteration 26Q: 3 clusters Score -438653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -438657.562500 Penalty: 4096.434570
	Iteration 27Q: 3 clusters Score -438657.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -438661.375000 Penalty: 4096.434570
	Iteration 28Q: 3 clusters Score -438661.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -438665.125000 Penalty: 4096.434570
	Iteration 29Q: 3 clusters Score -438665.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -438669.250000 Penalty: 4096.434570
	Iteration 30Q: 3 clusters Score -438669.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -438672.625000 Penalty: 4096.434570
	Iteration 31Q: 3 clusters Score -438672.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -438675.375000 Penalty: 4096.434570
	Iteration 32Q: 3 clusters Score -438675.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -438680.718750 Penalty: 4096.434570
	Iteration 33Q: 3 clusters Score -438680.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -438684.843750 Penalty: 4096.434570
	Iteration 34Q: 3 clusters Score -438684.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -438688.468750 Penalty: 4096.434570
	Iteration 35Q: 3 clusters Score -438688.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -438690.593750 Penalty: 4096.434570
	Iteration 36Q: 3 clusters Score -438690.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -438690.531250 Penalty: 4096.434570
	Iteration 37Q: 3 clusters Score -438690.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -438691.875000 Penalty: 4096.434570
	Iteration 38Q: 3 clusters Score -438691.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -438693.937500 Penalty: 4096.434570
	Iteration 39Q: 3 clusters Score -438693.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -438696.906250 Penalty: 4096.434570
	Iteration 40F: 3 clusters Score -438696.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -438697.375000 Penalty: 4096.434570
	Iteration 41Q: 3 clusters Score -438697.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -438697.375000 Penalty: 4096.434570
	Iteration 42F: 3 clusters Score -438697.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Entering Unmasked Estep 
Score: -500705.343750 Penalty: 2080.504883
	Iteration 0F: 2 clusters Score -500705.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -496491.375000 Penalty: 4161.009766
	Iteration 0F: 3 clusters Score -496491.4 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -497456.625000 Penalty: 4161.009766
	Iteration 1F: 3 clusters Score -497456.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -497716.906250 Penalty: 4161.009766
	Iteration 2F: 3 clusters Score -497716.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -497875.968750 Penalty: 4161.009766
	Iteration 3F: 3 clusters Score -497876 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -497980.187500 Penalty: 4161.009766
	Iteration 4Q: 3 clusters Score -497980.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -498051.406250 Penalty: 4161.009766
	Iteration 5Q: 3 clusters Score -498051.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -498102.500000 Penalty: 4161.009766
	Iteration 6Q: 3 clusters Score -498102.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -498151.062500 Penalty: 4161.009766
	Iteration 7Q: 3 clusters Score -498151.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -498205.125000 Penalty: 4161.009766
	Iteration 8Q: 3 clusters Score -498205.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -498251.000000 Penalty: 4161.009766
	Iteration 9Q: 3 clusters Score -498251 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -498289.281250 Penalty: 4161.009766
	Iteration 10Q: 3 clusters Score -498289.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -498318.000000 Penalty: 4161.009766
	Iteration 11Q: 3 clusters Score -498318 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -498352.593750 Penalty: 4161.009766
	Iteration 12Q: 3 clusters Score -498352.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -498384.437500 Penalty: 4161.009766
	Iteration 13Q: 3 clusters Score -498384.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -498411.187500 Penalty: 4161.009766
	Iteration 14Q: 3 clusters Score -498411.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -498432.781250 Penalty: 4161.009766
	Iteration 15Q: 3 clusters Score -498432.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -498451.281250 Penalty: 4161.009766
	Iteration 16Q: 3 clusters Score -498451.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -498465.875000 Penalty: 4161.009766
	Iteration 17Q: 3 clusters Score -498465.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -498482.968750 Penalty: 4161.009766
	Iteration 18Q: 3 clusters Score -498483 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -498499.500000 Penalty: 4161.009766
	Iteration 19Q: 3 clusters Score -498499.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -498516.843750 Penalty: 4161.009766
	Iteration 20F: 3 clusters Score -498516.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -498527.312500 Penalty: 4161.009766
	Iteration 21Q: 3 clusters Score -498527.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -498541.718750 Penalty: 4161.009766
	Iteration 22Q: 3 clusters Score -498541.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -498548.187500 Penalty: 4161.009766
	Iteration 23Q: 3 clusters Score -498548.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -498554.593750 Penalty: 4161.009766
	Iteration 24Q: 3 clusters Score -498554.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -498564.875000 Penalty: 4161.009766
	Iteration 25Q: 3 clusters Score -498564.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -498577.687500 Penalty: 4161.009766
	Iteration 26Q: 3 clusters Score -498577.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -498590.437500 Penalty: 4161.009766
	Iteration 27Q: 3 clusters Score -498590.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -498599.718750 Penalty: 4161.009766
	Iteration 28Q: 3 clusters Score -498599.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -498606.125000 Penalty: 4161.009766
	Iteration 29Q: 3 clusters Score -498606.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -498615.218750 Penalty: 4161.009766
	Iteration 30Q: 3 clusters Score -498615.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -498623.218750 Penalty: 4161.009766
	Iteration 31Q: 3 clusters Score -498623.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -498629.750000 Penalty: 4161.009766
	Iteration 32Q: 3 clusters Score -498629.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -498635.343750 Penalty: 4161.009766
	Iteration 33Q: 3 clusters Score -498635.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -498641.750000 Penalty: 4161.009766
	Iteration 34Q: 3 clusters Score -498641.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -498648.593750 Penalty: 4161.009766
	Iteration 35Q: 3 clusters Score -498648.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -498655.000000 Penalty: 4161.009766
	Iteration 36Q: 3 clusters Score -498655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -498663.093750 Penalty: 4161.009766
	Iteration 37Q: 3 clusters Score -498663.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -498671.687500 Penalty: 4161.009766
	Iteration 38Q: 3 clusters Score -498671.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -498678.937500 Penalty: 4161.009766
	Iteration 39Q: 3 clusters Score -498678.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -498685.781250 Penalty: 4161.009766
	Iteration 40F: 3 clusters Score -498685.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -498694.500000 Penalty: 4161.009766
	Iteration 41Q: 3 clusters Score -498694.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -498699.343750 Penalty: 4161.009766
	Iteration 42Q: 3 clusters Score -498699.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -498702.468750 Penalty: 4161.009766
	Iteration 43Q: 3 clusters Score -498702.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -498704.218750 Penalty: 4161.009766
	Iteration 44Q: 3 clusters Score -498704.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -498707.968750 Penalty: 4161.009766
	Iteration 45Q: 3 clusters Score -498708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -498712.656250 Penalty: 4161.009766
	Iteration 46Q: 3 clusters Score -498712.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -498716.968750 Penalty: 4161.009766
	Iteration 47Q: 3 clusters Score -498717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -498719.843750 Penalty: 4161.009766
	Iteration 48Q: 3 clusters Score -498719.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -498722.656250 Penalty: 4161.009766
	Iteration 49Q: 3 clusters Score -498722.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -498724.031250 Penalty: 4161.009766
	Iteration 50Q: 3 clusters Score -498724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -498725.000000 Penalty: 4161.009766
	Iteration 51Q: 3 clusters Score -498725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -498727.125000 Penalty: 4161.009766
	Iteration 52Q: 3 clusters Score -498727.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -498726.218750 Penalty: 4161.009766
	Iteration 53Q: 3 clusters Score -498726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -498728.281250 Penalty: 4161.009766
	Iteration 54Q: 3 clusters Score -498728.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -498733.531250 Penalty: 4161.009766
	Iteration 55Q: 3 clusters Score -498733.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -498737.250000 Penalty: 4161.009766
	Iteration 56Q: 3 clusters Score -498737.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -498740.562500 Penalty: 4161.009766
	Iteration 57Q: 3 clusters Score -498740.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -498746.968750 Penalty: 4161.009766
	Iteration 58Q: 3 clusters Score -498747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -498752.000000 Penalty: 4161.009766
	Iteration 59Q: 3 clusters Score -498752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -498755.718750 Penalty: 4161.009766
	Iteration 60F: 3 clusters Score -498755.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -498759.843750 Penalty: 4161.009766
	Iteration 61Q: 3 clusters Score -498759.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -498762.375000 Penalty: 4161.009766
	Iteration 62Q: 3 clusters Score -498762.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -498766.062500 Penalty: 4161.009766
	Iteration 63Q: 3 clusters Score -498766.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -498769.468750 Penalty: 4161.009766
	Iteration 64Q: 3 clusters Score -498769.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -498772.156250 Penalty: 4161.009766
	Iteration 65Q: 3 clusters Score -498772.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -498773.750000 Penalty: 4161.009766
	Iteration 66Q: 3 clusters Score -498773.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -498776.218750 Penalty: 4161.009766
	Iteration 67Q: 3 clusters Score -498776.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -498777.031250 Penalty: 4161.009766
	Iteration 68Q: 3 clusters Score -498777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -498777.312500 Penalty: 4161.009766
	Iteration 69Q: 3 clusters Score -498777.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -498777.718750 Penalty: 4161.009766
	Iteration 70Q: 3 clusters Score -498777.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -498778.406250 Penalty: 4161.009766
	Iteration 71Q: 3 clusters Score -498778.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -498779.468750 Penalty: 4161.009766
	Iteration 72Q: 3 clusters Score -498779.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -498779.750000 Penalty: 4161.009766
	Iteration 73Q: 3 clusters Score -498779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -498781.468750 Penalty: 4161.009766
	Iteration 74Q: 3 clusters Score -498781.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -498784.562500 Penalty: 4161.009766
	Iteration 75Q: 3 clusters Score -498784.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -498786.781250 Penalty: 4161.009766
	Iteration 76Q: 3 clusters Score -498786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -498788.343750 Penalty: 4161.009766
	Iteration 77Q: 3 clusters Score -498788.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -498789.281250 Penalty: 4161.009766
	Iteration 78Q: 3 clusters Score -498789.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -498790.343750 Penalty: 4161.009766
	Iteration 79Q: 3 clusters Score -498790.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -498792.156250 Penalty: 4161.009766
	Iteration 80F: 3 clusters Score -498792.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -498795.031250 Penalty: 4161.009766
	Iteration 81Q: 3 clusters Score -498795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -498795.875000 Penalty: 4161.009766
	Iteration 82Q: 3 clusters Score -498795.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -498795.875000 Penalty: 4161.009766
	Iteration 83F: 3 clusters Score -498795.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Entering Unmasked Estep 
Score: -4386164.000000 Penalty: 2598.702637
	Iteration 0F: 2 clusters Score -4386164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -4362100.000000 Penalty: 5197.405273
	Iteration 0F: 3 clusters Score -4362100 nChanged 16106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -4370716.500000 Penalty: 5197.405273
	Iteration 1F: 3 clusters Score -4370716 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -4371116.000000 Penalty: 5197.405273
	Iteration 2Q: 3 clusters Score -4371116 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4371459.500000 Penalty: 5197.405273
	Iteration 3Q: 3 clusters Score -4371460 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -4371740.500000 Penalty: 5197.405273
	Iteration 4Q: 3 clusters Score -4371740 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -4372007.500000 Penalty: 5197.405273
	Iteration 5Q: 3 clusters Score -4372008 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -4372248.000000 Penalty: 5197.405273
	Iteration 6Q: 3 clusters Score -4372248 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -4372565.500000 Penalty: 5197.405273
	Iteration 7Q: 3 clusters Score -4372566 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -4372988.000000 Penalty: 5197.405273
	Iteration 8Q: 3 clusters Score -4372988 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -4373562.500000 Penalty: 5197.405273
	Iteration 9Q: 3 clusters Score -4373562 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -4374367.000000 Penalty: 5197.405273
	Iteration 10Q: 3 clusters Score -4374367 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -4375462.500000 Penalty: 5197.405273
	Iteration 11Q: 3 clusters Score -4375462 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -4376832.500000 Penalty: 5197.405273
	Iteration 12F: 3 clusters Score -4376832 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -4378331.500000 Penalty: 5197.405273
	Iteration 13F: 3 clusters Score -4378332 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -4379636.500000 Penalty: 5197.405273
	Iteration 14Q: 3 clusters Score -4379636 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -4380550.500000 Penalty: 5197.405273
	Iteration 15Q: 3 clusters Score -4380550 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -4381253.000000 Penalty: 5197.405273
	Iteration 16Q: 3 clusters Score -4381253 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -4381811.000000 Penalty: 5197.405273
	Iteration 17Q: 3 clusters Score -4381811 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4382319.500000 Penalty: 5197.405273
	Iteration 18Q: 3 clusters Score -4382320 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4382723.000000 Penalty: 5197.405273
	Iteration 19Q: 3 clusters Score -4382723 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4383002.500000 Penalty: 5197.405273
	Iteration 20F: 3 clusters Score -4383002 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4383241.000000 Penalty: 5197.405273
	Iteration 21Q: 3 clusters Score -4383241 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4383428.000000 Penalty: 5197.405273
	Iteration 22Q: 3 clusters Score -4383428 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4383566.500000 Penalty: 5197.405273
	Iteration 23Q: 3 clusters Score -4383566 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4383682.500000 Penalty: 5197.405273
	Iteration 24Q: 3 clusters Score -4383682 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4383749.000000 Penalty: 5197.405273
	Iteration 25Q: 3 clusters Score -4383749 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4383806.500000 Penalty: 5197.405273
	Iteration 26Q: 3 clusters Score -4383806 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4383841.000000 Penalty: 5197.405273
	Iteration 27Q: 3 clusters Score -4383841 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4383872.000000 Penalty: 5197.405273
	Iteration 28Q: 3 clusters Score -4383872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4383901.000000 Penalty: 5197.405273
	Iteration 29Q: 3 clusters Score -4383901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4383929.500000 Penalty: 5197.405273
	Iteration 30Q: 3 clusters Score -4383930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4383932.000000 Penalty: 5197.405273
	Iteration 31Q: 3 clusters Score -4383932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4383940.000000 Penalty: 5197.405273
	Iteration 32Q: 3 clusters Score -4383940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4383946.000000 Penalty: 5197.405273
	Iteration 33Q: 3 clusters Score -4383946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4383956.500000 Penalty: 5197.405273
	Iteration 34Q: 3 clusters Score -4383956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4383964.000000 Penalty: 5197.405273
	Iteration 35Q: 3 clusters Score -4383964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4383967.500000 Penalty: 5197.405273
	Iteration 36Q: 3 clusters Score -4383968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4383970.000000 Penalty: 5197.405273
	Iteration 37Q: 3 clusters Score -4383970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4383969.500000 Penalty: 5197.405273
	Iteration 38Q: 3 clusters Score -4383970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4383975.500000 Penalty: 5197.405273
	Iteration 39Q: 3 clusters Score -4383976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4383971.500000 Penalty: 5197.405273
	Iteration 40F: 3 clusters Score -4383972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4383984.000000 Penalty: 5197.405273
	Iteration 41Q: 3 clusters Score -4383984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4383992.500000 Penalty: 5197.405273
	Iteration 42Q: 3 clusters Score -4383992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4384000.000000 Penalty: 5197.405273
	Iteration 43Q: 3 clusters Score -4384000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4383998.500000 Penalty: 5197.405273
	Iteration 44Q: 3 clusters Score -4383998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4383999.000000 Penalty: 5197.405273
	Iteration 45Q: 3 clusters Score -4383999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4383996.000000 Penalty: 5197.405273
	Iteration 46Q: 3 clusters Score -4383996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4384002.500000 Penalty: 5197.405273
	Iteration 47Q: 3 clusters Score -4384002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4383997.000000 Penalty: 5197.405273
	Iteration 48Q: 3 clusters Score -4383997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4383998.500000 Penalty: 5197.405273
	Iteration 49Q: 3 clusters Score -4383998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4383996.500000 Penalty: 5197.405273
	Iteration 50Q: 3 clusters Score -4383996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4384000.000000 Penalty: 5197.405273
	Iteration 51Q: 3 clusters Score -4384000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4384002.000000 Penalty: 5197.405273
	Iteration 52Q: 3 clusters Score -4384002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4384006.000000 Penalty: 5197.405273
	Iteration 53Q: 3 clusters Score -4384006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4384009.000000 Penalty: 5197.405273
	Iteration 54Q: 3 clusters Score -4384009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4384020.000000 Penalty: 5197.405273
	Iteration 55Q: 3 clusters Score -4384020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4384020.500000 Penalty: 5197.405273
	Iteration 56Q: 3 clusters Score -4384020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4384027.000000 Penalty: 5197.405273
	Iteration 57Q: 3 clusters Score -4384027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4384024.000000 Penalty: 5197.405273
	Iteration 58Q: 3 clusters Score -4384024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4384026.500000 Penalty: 5197.405273
	Iteration 59Q: 3 clusters Score -4384026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4384027.500000 Penalty: 5197.405273
	Iteration 60F: 3 clusters Score -4384028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4384030.000000 Penalty: 5197.405273
	Iteration 61Q: 3 clusters Score -4384030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4384030.000000 Penalty: 5197.405273
	Iteration 62F: 3 clusters Score -4384030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (219314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219314 members 
Entering Unmasked Estep 
Score: -26659068.000000 Penalty: 3049.968506
	Iteration 0F: 2 clusters Score -2.665907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109572 members 
Mstep: Class 2 contains 109742 members 
Entering Unmasked Estep 
Score: -26517224.000000 Penalty: 6099.937012
	Iteration 0F: 3 clusters Score -2.651722e+07 nChanged 105511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109271 members 
Mstep: Class 2 contains 110043 members 
Entering Unmasked Estep 
Score: -26579038.000000 Penalty: 6099.937012
	Iteration 1F: 3 clusters Score -2.657904e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109147 members 
Mstep: Class 2 contains 110167 members 
Entering Unmasked Estep 
Score: -26580324.000000 Penalty: 6099.937012
	Iteration 2Q: 3 clusters Score -2.658032e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109045 members 
Mstep: Class 2 contains 110269 members 
Entering Unmasked Estep 
Score: -26582274.000000 Penalty: 6099.937012
	Iteration 3Q: 3 clusters Score -2.658227e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109084 members 
Mstep: Class 2 contains 110230 members 
Entering Unmasked Estep 
Score: -26585210.000000 Penalty: 6099.937012
	Iteration 4Q: 3 clusters Score -2.658521e+07 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109845 members 
Mstep: Class 2 contains 109469 members 
Entering Unmasked Estep 
Score: -26589768.000000 Penalty: 6099.937012
	Iteration 5Q: 3 clusters Score -2.658977e+07 nChanged 11506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111541 members 
Mstep: Class 2 contains 107773 members 
Entering Unmasked Estep 
Score: -26596460.000000 Penalty: 6099.937012
	Iteration 6F: 3 clusters Score -2.659646e+07 nChanged 13833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114730 members 
Mstep: Class 2 contains 104584 members 
Entering Unmasked Estep 
Score: -26606282.000000 Penalty: 6099.937012
	Iteration 7F: 3 clusters Score -2.660628e+07 nChanged 15970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119446 members 
Mstep: Class 2 contains 99868 members 
Entering Unmasked Estep 
Score: -26619576.000000 Penalty: 6099.937012
	Iteration 8F: 3 clusters Score -2.661958e+07 nChanged 15562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124400 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -26631480.000000 Penalty: 6099.937012
	Iteration 9F: 3 clusters Score -2.663148e+07 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128296 members 
Mstep: Class 2 contains 91018 members 
Entering Unmasked Estep 
Score: -26637420.000000 Penalty: 6099.937012
	Iteration 10F: 3 clusters Score -2.663742e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131480 members 
Mstep: Class 2 contains 87834 members 
Entering Unmasked Estep 
Score: -26639838.000000 Penalty: 6099.937012
	Iteration 11Q: 3 clusters Score -2.663984e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134525 members 
Mstep: Class 2 contains 84789 members 
Entering Unmasked Estep 
Score: -26641400.000000 Penalty: 6099.937012
	Iteration 12Q: 3 clusters Score -2.66414e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137602 members 
Mstep: Class 2 contains 81712 members 
Entering Unmasked Estep 
Score: -26642822.000000 Penalty: 6099.937012
	Iteration 13Q: 3 clusters Score -2.664282e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140717 members 
Mstep: Class 2 contains 78597 members 
Entering Unmasked Estep 
Score: -26644408.000000 Penalty: 6099.937012
	Iteration 14Q: 3 clusters Score -2.664441e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143716 members 
Mstep: Class 2 contains 75598 members 
Entering Unmasked Estep 
Score: -26645624.000000 Penalty: 6099.937012
	Iteration 15Q: 3 clusters Score -2.664562e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146603 members 
Mstep: Class 2 contains 72711 members 
Entering Unmasked Estep 
Score: -26646618.000000 Penalty: 6099.937012
	Iteration 16Q: 3 clusters Score -2.664662e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149405 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -26647442.000000 Penalty: 6099.937012
	Iteration 17Q: 3 clusters Score -2.664744e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152062 members 
Mstep: Class 2 contains 67252 members 
Entering Unmasked Estep 
Score: -26648116.000000 Penalty: 6099.937012
	Iteration 18Q: 3 clusters Score -2.664812e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154599 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -26648788.000000 Penalty: 6099.937012
	Iteration 19Q: 3 clusters Score -2.664879e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157117 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -26649430.000000 Penalty: 6099.937012
	Iteration 20F: 3 clusters Score -2.664943e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159653 members 
Mstep: Class 2 contains 59661 members 
Entering Unmasked Estep 
Score: -26649918.000000 Penalty: 6099.937012
	Iteration 21Q: 3 clusters Score -2.664992e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162059 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -26650196.000000 Penalty: 6099.937012
	Iteration 22Q: 3 clusters Score -2.66502e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164376 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -26650554.000000 Penalty: 6099.937012
	Iteration 23Q: 3 clusters Score -2.665055e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166648 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -26650978.000000 Penalty: 6099.937012
	Iteration 24Q: 3 clusters Score -2.665098e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168883 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -26651302.000000 Penalty: 6099.937012
	Iteration 25Q: 3 clusters Score -2.66513e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171124 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -26651680.000000 Penalty: 6099.937012
	Iteration 26Q: 3 clusters Score -2.665168e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173261 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -26651916.000000 Penalty: 6099.937012
	Iteration 27Q: 3 clusters Score -2.665192e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175439 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -26652440.000000 Penalty: 6099.937012
	Iteration 28Q: 3 clusters Score -2.665244e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177641 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -26652724.000000 Penalty: 6099.937012
	Iteration 29Q: 3 clusters Score -2.665272e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179834 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -26653198.000000 Penalty: 6099.937012
	Iteration 30Q: 3 clusters Score -2.66532e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182038 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -26653698.000000 Penalty: 6099.937012
	Iteration 31Q: 3 clusters Score -2.66537e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184170 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -26654102.000000 Penalty: 6099.937012
	Iteration 32Q: 3 clusters Score -2.66541e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186205 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -26654510.000000 Penalty: 6099.937012
	Iteration 33Q: 3 clusters Score -2.665451e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188121 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -26654970.000000 Penalty: 6099.937012
	Iteration 34Q: 3 clusters Score -2.665497e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189966 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -26655158.000000 Penalty: 6099.937012
	Iteration 35Q: 3 clusters Score -2.665516e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191716 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -26655492.000000 Penalty: 6099.937012
	Iteration 36Q: 3 clusters Score -2.665549e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193364 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -26655862.000000 Penalty: 6099.937012
	Iteration 37Q: 3 clusters Score -2.665586e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194922 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -26656098.000000 Penalty: 6099.937012
	Iteration 38Q: 3 clusters Score -2.66561e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196426 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -26656278.000000 Penalty: 6099.937012
	Iteration 39Q: 3 clusters Score -2.665628e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197873 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -26656388.000000 Penalty: 6099.937012
	Iteration 40F: 3 clusters Score -2.665639e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199169 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -26656602.000000 Penalty: 6099.937012
	Iteration 41Q: 3 clusters Score -2.66566e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200358 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -26656698.000000 Penalty: 6099.937012
	Iteration 42Q: 3 clusters Score -2.66567e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201409 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -26656728.000000 Penalty: 6099.937012
	Iteration 43Q: 3 clusters Score -2.665673e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202422 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -26656948.000000 Penalty: 6099.937012
	Iteration 44Q: 3 clusters Score -2.665695e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203410 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -26657040.000000 Penalty: 6099.937012
	Iteration 45Q: 3 clusters Score -2.665704e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204332 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -26657184.000000 Penalty: 6099.937012
	Iteration 46Q: 3 clusters Score -2.665718e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205182 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -26657216.000000 Penalty: 6099.937012
	Iteration 47Q: 3 clusters Score -2.665722e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205960 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -26657340.000000 Penalty: 6099.937012
	Iteration 48Q: 3 clusters Score -2.665734e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206646 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -26657386.000000 Penalty: 6099.937012
	Iteration 49Q: 3 clusters Score -2.665739e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207234 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -26657402.000000 Penalty: 6099.937012
	Iteration 50Q: 3 clusters Score -2.66574e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207819 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -26657422.000000 Penalty: 6099.937012
	Iteration 51Q: 3 clusters Score -2.665742e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208355 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -26657418.000000 Penalty: 6099.937012
	Iteration 52Q: 3 clusters Score -2.665742e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208895 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -26657564.000000 Penalty: 6099.937012
	Iteration 53Q: 3 clusters Score -2.665756e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209399 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -26657590.000000 Penalty: 6099.937012
	Iteration 54Q: 3 clusters Score -2.665759e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209852 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -26657568.000000 Penalty: 6099.937012
	Iteration 55Q: 3 clusters Score -2.665757e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210340 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -26657720.000000 Penalty: 6099.937012
	Iteration 56Q: 3 clusters Score -2.665772e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210804 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -26657688.000000 Penalty: 6099.937012
	Iteration 57Q: 3 clusters Score -2.665769e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211187 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -26657786.000000 Penalty: 6099.937012
	Iteration 58Q: 3 clusters Score -2.665779e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211553 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -26657772.000000 Penalty: 6099.937012
	Iteration 59Q: 3 clusters Score -2.665777e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211897 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -26657766.000000 Penalty: 6099.937012
	Iteration 60F: 3 clusters Score -2.665777e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212196 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -26657824.000000 Penalty: 6099.937012
	Iteration 61Q: 3 clusters Score -2.665782e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212467 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -26657872.000000 Penalty: 6099.937012
	Iteration 62Q: 3 clusters Score -2.665787e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212707 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -26657886.000000 Penalty: 6099.937012
	Iteration 63Q: 3 clusters Score -2.665789e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212926 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -26657898.000000 Penalty: 6099.937012
	Iteration 64Q: 3 clusters Score -2.66579e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213149 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -26657940.000000 Penalty: 6099.937012
	Iteration 65Q: 3 clusters Score -2.665794e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213344 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -26657952.000000 Penalty: 6099.937012
	Iteration 66Q: 3 clusters Score -2.665795e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213524 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -26658002.000000 Penalty: 6099.937012
	Iteration 67Q: 3 clusters Score -2.6658e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213659 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -26657994.000000 Penalty: 6099.937012
	Iteration 68Q: 3 clusters Score -2.665799e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213780 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -26657992.000000 Penalty: 6099.937012
	Iteration 69Q: 3 clusters Score -2.665799e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213895 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -26658008.000000 Penalty: 6099.937012
	Iteration 70Q: 3 clusters Score -2.665801e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214001 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -26658010.000000 Penalty: 6099.937012
	Iteration 71Q: 3 clusters Score -2.665801e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214109 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -26658038.000000 Penalty: 6099.937012
	Iteration 72Q: 3 clusters Score -2.665804e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214214 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -26658028.000000 Penalty: 6099.937012
	Iteration 73Q: 3 clusters Score -2.665803e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214304 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -26658058.000000 Penalty: 6099.937012
	Iteration 74Q: 3 clusters Score -2.665806e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214391 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -26658076.000000 Penalty: 6099.937012
	Iteration 75Q: 3 clusters Score -2.665808e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214464 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -26658100.000000 Penalty: 6099.937012
	Iteration 76Q: 3 clusters Score -2.66581e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214539 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -26658066.000000 Penalty: 6099.937012
	Iteration 77Q: 3 clusters Score -2.665807e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214599 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -26658042.000000 Penalty: 6099.937012
	Iteration 78Q: 3 clusters Score -2.665804e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214661 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -26658002.000000 Penalty: 6099.937012
	Iteration 79Q: 3 clusters Score -2.6658e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214725 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -26657972.000000 Penalty: 6099.937012
	Iteration 80F: 3 clusters Score -2.665797e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214780 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -26657952.000000 Penalty: 6099.937012
	Iteration 81Q: 3 clusters Score -2.665795e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214837 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -26657990.000000 Penalty: 6099.937012
	Iteration 82Q: 3 clusters Score -2.665799e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214894 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -26658032.000000 Penalty: 6099.937012
	Iteration 83Q: 3 clusters Score -2.665803e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214947 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -26658008.000000 Penalty: 6099.937012
	Iteration 84Q: 3 clusters Score -2.665801e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214996 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -26658006.000000 Penalty: 6099.937012
	Iteration 85Q: 3 clusters Score -2.665801e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215040 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -26658000.000000 Penalty: 6099.937012
	Iteration 86Q: 3 clusters Score -2.6658e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215073 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -26658010.000000 Penalty: 6099.937012
	Iteration 87Q: 3 clusters Score -2.665801e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215098 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -26657998.000000 Penalty: 6099.937012
	Iteration 88Q: 3 clusters Score -2.6658e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215118 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -26657986.000000 Penalty: 6099.937012
	Iteration 89Q: 3 clusters Score -2.665799e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215135 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -26657954.000000 Penalty: 6099.937012
	Iteration 90Q: 3 clusters Score -2.665795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215149 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -26657942.000000 Penalty: 6099.937012
	Iteration 91Q: 3 clusters Score -2.665794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215160 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -26657936.000000 Penalty: 6099.937012
	Iteration 92Q: 3 clusters Score -2.665794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215168 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -26657936.000000 Penalty: 6099.937012
	Iteration 93Q: 3 clusters Score -2.665794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215173 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -26657952.000000 Penalty: 6099.937012
	Iteration 94Q: 3 clusters Score -2.665795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215179 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -26657938.000000 Penalty: 6099.937012
	Iteration 95Q: 3 clusters Score -2.665794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215185 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -26657970.000000 Penalty: 6099.937012
	Iteration 96Q: 3 clusters Score -2.665797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215192 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -26657962.000000 Penalty: 6099.937012
	Iteration 97Q: 3 clusters Score -2.665796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215203 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -26657976.000000 Penalty: 6099.937012
	Iteration 98Q: 3 clusters Score -2.665798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215215 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -26657942.000000 Penalty: 6099.937012
	Iteration 99Q: 3 clusters Score -2.665794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215223 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -26657980.000000 Penalty: 6099.937012
	Iteration 100F: 3 clusters Score -2.665798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215232 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -26657972.000000 Penalty: 6099.937012
	Iteration 101Q: 3 clusters Score -2.665797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215236 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -26657946.000000 Penalty: 6099.937012
	Iteration 102Q: 3 clusters Score -2.665795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215242 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -26657962.000000 Penalty: 6099.937012
	Iteration 103Q: 3 clusters Score -2.665796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215247 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -26657964.000000 Penalty: 6099.937012
	Iteration 104Q: 3 clusters Score -2.665796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215253 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -26657972.000000 Penalty: 6099.937012
	Iteration 105Q: 3 clusters Score -2.665797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215260 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -26658000.000000 Penalty: 6099.937012
	Iteration 106Q: 3 clusters Score -2.6658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215264 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -26657996.000000 Penalty: 6099.937012
	Iteration 107Q: 3 clusters Score -2.6658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215270 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -26657996.000000 Penalty: 6099.937012
	Iteration 108Q: 3 clusters Score -2.6658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215271 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -26657992.000000 Penalty: 6099.937012
	Iteration 109Q: 3 clusters Score -2.665799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215273 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -26657990.000000 Penalty: 6099.937012
	Iteration 110Q: 3 clusters Score -2.665799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215278 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -26657994.000000 Penalty: 6099.937012
	Iteration 111Q: 3 clusters Score -2.665799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215281 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -26657990.000000 Penalty: 6099.937012
	Iteration 112Q: 3 clusters Score -2.665799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215283 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -26657994.000000 Penalty: 6099.937012
	Iteration 113Q: 3 clusters Score -2.665799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215285 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -26657998.000000 Penalty: 6099.937012
	Iteration 114Q: 3 clusters Score -2.6658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215288 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -26657990.000000 Penalty: 6099.937012
	Iteration 115Q: 3 clusters Score -2.665799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215294 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -26657968.000000 Penalty: 6099.937012
	Iteration 116Q: 3 clusters Score -2.665797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215299 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -26657986.000000 Penalty: 6099.937012
	Iteration 117Q: 3 clusters Score -2.665799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215306 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -26657996.000000 Penalty: 6099.937012
	Iteration 118Q: 3 clusters Score -2.6658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215308 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -26657998.000000 Penalty: 6099.937012
	Iteration 119Q: 3 clusters Score -2.6658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215309 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -26658000.000000 Penalty: 6099.937012
	Iteration 120F: 3 clusters Score -2.6658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215311 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -26658004.000000 Penalty: 6099.937012
	Iteration 121Q: 3 clusters Score -2.6658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215313 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -26657998.000000 Penalty: 6099.937012
	Iteration 122Q: 3 clusters Score -2.6658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215315 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -26657988.000000 Penalty: 6099.937012
	Iteration 123Q: 3 clusters Score -2.665799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215316 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -26658000.000000 Penalty: 6099.937012
	Iteration 124Q: 3 clusters Score -2.6658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215317 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -26658002.000000 Penalty: 6099.937012
	Iteration 125Q: 3 clusters Score -2.6658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215321 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -26658006.000000 Penalty: 6099.937012
	Iteration 126Q: 3 clusters Score -2.665801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215326 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -26658000.000000 Penalty: 6099.937012
	Iteration 127Q: 3 clusters Score -2.6658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215333 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -26657996.000000 Penalty: 6099.937012
	Iteration 128Q: 3 clusters Score -2.6658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215339 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -26658004.000000 Penalty: 6099.937012
	Iteration 129Q: 3 clusters Score -2.6658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215344 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -26658004.000000 Penalty: 6099.937012
	Iteration 130Q: 3 clusters Score -2.6658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215349 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -26657996.000000 Penalty: 6099.937012
	Iteration 131Q: 3 clusters Score -2.6658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215354 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -26657990.000000 Penalty: 6099.937012
	Iteration 132Q: 3 clusters Score -2.665799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215358 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -26657988.000000 Penalty: 6099.937012
	Iteration 133Q: 3 clusters Score -2.665799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215362 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -26658000.000000 Penalty: 6099.937012
	Iteration 134Q: 3 clusters Score -2.6658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215365 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -26658004.000000 Penalty: 6099.937012
	Iteration 135Q: 3 clusters Score -2.6658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215368 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -26658000.000000 Penalty: 6099.937012
	Iteration 136Q: 3 clusters Score -2.6658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215372 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -26657994.000000 Penalty: 6099.937012
	Iteration 137Q: 3 clusters Score -2.665799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215375 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -26657984.000000 Penalty: 6099.937012
	Iteration 138Q: 3 clusters Score -2.665798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215376 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -26657980.000000 Penalty: 6099.937012
	Iteration 139Q: 3 clusters Score -2.665798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215376 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -26657980.000000 Penalty: 6099.937012
	Iteration 140F: 3 clusters Score -2.665798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (65834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65834 members 
Entering Unmasked Estep 
Score: -7795328.500000 Penalty: 2751.533203
	Iteration 0F: 2 clusters Score -7795328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -7751223.000000 Penalty: 5503.066406
	Iteration 0F: 3 clusters Score -7751223 nChanged 30624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -7768721.000000 Penalty: 5503.066406
	Iteration 1F: 3 clusters Score -7768721 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -7769696.500000 Penalty: 5503.066406
	Iteration 2Q: 3 clusters Score -7769696 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -7771159.000000 Penalty: 5503.066406
	Iteration 3Q: 3 clusters Score -7771159 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -7773642.000000 Penalty: 5503.066406
	Iteration 4F: 3 clusters Score -7773642 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -7777492.500000 Penalty: 5503.066406
	Iteration 5F: 3 clusters Score -7777492 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -7782585.000000 Penalty: 5503.066406
	Iteration 6F: 3 clusters Score -7782585 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60314 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -7787468.500000 Penalty: 5503.066406
	Iteration 7F: 3 clusters Score -7787468 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7790630.500000 Penalty: 5503.066406
	Iteration 8Q: 3 clusters Score -7790630 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7792042.500000 Penalty: 5503.066406
	Iteration 9Q: 3 clusters Score -7792042 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7792498.000000 Penalty: 5503.066406
	Iteration 10Q: 3 clusters Score -7792498 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7792675.500000 Penalty: 5503.066406
	Iteration 11Q: 3 clusters Score -7792676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65571 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7792759.000000 Penalty: 5503.066406
	Iteration 12Q: 3 clusters Score -7792759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65586 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7792793.500000 Penalty: 5503.066406
	Iteration 13Q: 3 clusters Score -7792794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7792803.000000 Penalty: 5503.066406
	Iteration 14Q: 3 clusters Score -7792803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65598 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7792821.500000 Penalty: 5503.066406
	Iteration 15Q: 3 clusters Score -7792822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7792822.500000 Penalty: 5503.066406
	Iteration 16Q: 3 clusters Score -7792822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7792828.000000 Penalty: 5503.066406
	Iteration 17Q: 3 clusters Score -7792828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7792837.000000 Penalty: 5503.066406
	Iteration 18Q: 3 clusters Score -7792837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65611 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7792837.500000 Penalty: 5503.066406
	Iteration 19Q: 3 clusters Score -7792838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7792837.000000 Penalty: 5503.066406
	Iteration 20F: 3 clusters Score -7792837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93777 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63004 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118225 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26108 members 
Mstep: Class 17 contains 229815 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35548 members 
Mstep: Class 23 contains 219314 members 
Mstep: Class 24 contains 65834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303112.000000 Penalty: 57676.941406
Iteration 279Q: 18 clusters Score -1.043031e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93783 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63003 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118212 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26108 members 
Mstep: Class 17 contains 229820 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35544 members 
Mstep: Class 23 contains 219321 members 
Mstep: Class 24 contains 65834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303016.000000 Penalty: 57676.941406
Iteration 280F: 18 clusters Score -1.04303e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93793 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63004 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118196 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26108 members 
Mstep: Class 17 contains 229813 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35543 members 
Mstep: Class 23 contains 219335 members 
Mstep: Class 24 contains 65833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303032.000000 Penalty: 57676.941406
Iteration 281Q: 18 clusters Score -1.04303e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93806 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63004 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118182 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26109 members 
Mstep: Class 17 contains 229803 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35537 members 
Mstep: Class 23 contains 219352 members 
Mstep: Class 24 contains 65832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303024.000000 Penalty: 57676.941406
Iteration 282Q: 18 clusters Score -1.04303e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93816 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63003 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118166 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26109 members 
Mstep: Class 17 contains 229795 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35535 members 
Mstep: Class 23 contains 219368 members 
Mstep: Class 24 contains 65833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302984.000000 Penalty: 57676.941406
Iteration 283Q: 18 clusters Score -1.04303e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93827 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63002 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118156 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26109 members 
Mstep: Class 17 contains 229794 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35531 members 
Mstep: Class 23 contains 219372 members 
Mstep: Class 24 contains 65834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302992.000000 Penalty: 57676.941406
Iteration 284Q: 18 clusters Score -1.04303e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93834 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63003 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118144 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26109 members 
Mstep: Class 17 contains 229795 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 35522 members 
Mstep: Class 23 contains 219383 members 
Mstep: Class 24 contains 65835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303080.000000 Penalty: 57676.941406
Iteration 285Q: 18 clusters Score -1.043031e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93842 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63007 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118125 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 229800 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 35520 members 
Mstep: Class 23 contains 219390 members 
Mstep: Class 24 contains 65832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303136.000000 Penalty: 57676.941406
Iteration 286Q: 18 clusters Score -1.043031e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93849 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63010 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118109 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 229805 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 35520 members 
Mstep: Class 23 contains 219392 members 
Mstep: Class 24 contains 65831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303088.000000 Penalty: 57676.941406
Iteration 287Q: 18 clusters Score -1.043031e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93855 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63012 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118095 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 229803 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35518 members 
Mstep: Class 23 contains 219402 members 
Mstep: Class 24 contains 65831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303000.000000 Penalty: 57676.941406
Iteration 288Q: 18 clusters Score -1.04303e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93861 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63017 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118084 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 229785 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35517 members 
Mstep: Class 23 contains 219421 members 
Mstep: Class 24 contains 65831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303016.000000 Penalty: 57676.941406
Iteration 289Q: 18 clusters Score -1.04303e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93865 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63020 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118073 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26112 members 
Mstep: Class 17 contains 229775 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35518 members 
Mstep: Class 23 contains 219436 members 
Mstep: Class 24 contains 65828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302944.000000 Penalty: 57676.941406
Iteration 290Q: 18 clusters Score -1.043029e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93872 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63021 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118056 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 229771 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35518 members 
Mstep: Class 23 contains 219448 members 
Mstep: Class 24 contains 65828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303024.000000 Penalty: 57676.941406
Iteration 291Q: 18 clusters Score -1.04303e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93881 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63023 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118041 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26116 members 
Mstep: Class 17 contains 229766 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35518 members 
Mstep: Class 23 contains 219455 members 
Mstep: Class 24 contains 65827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303016.000000 Penalty: 57676.941406
Iteration 292Q: 18 clusters Score -1.04303e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93886 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63025 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118032 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26117 members 
Mstep: Class 17 contains 229757 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35517 members 
Mstep: Class 23 contains 219466 members 
Mstep: Class 24 contains 65827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302992.000000 Penalty: 57676.941406
Iteration 293Q: 18 clusters Score -1.04303e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93893 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63025 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118024 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26120 members 
Mstep: Class 17 contains 229750 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35515 members 
Mstep: Class 23 contains 219473 members 
Mstep: Class 24 contains 65827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302992.000000 Penalty: 57676.941406
Iteration 294Q: 18 clusters Score -1.04303e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93901 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63028 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 118011 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26122 members 
Mstep: Class 17 contains 229746 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35516 members 
Mstep: Class 23 contains 219474 members 
Mstep: Class 24 contains 65829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302968.000000 Penalty: 57676.941406
Iteration 295Q: 18 clusters Score -1.04303e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93918 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63033 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117994 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26128 members 
Mstep: Class 17 contains 229747 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35515 members 
Mstep: Class 23 contains 219464 members 
Mstep: Class 24 contains 65828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302968.000000 Penalty: 57676.941406
Iteration 296Q: 18 clusters Score -1.04303e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93925 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63033 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117980 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26130 members 
Mstep: Class 17 contains 229756 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35510 members 
Mstep: Class 23 contains 219466 members 
Mstep: Class 24 contains 65827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303072.000000 Penalty: 57676.941406
Iteration 297Q: 18 clusters Score -1.043031e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93932 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63034 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117964 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26132 members 
Mstep: Class 17 contains 229763 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35505 members 
Mstep: Class 23 contains 219470 members 
Mstep: Class 24 contains 65827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303048.000000 Penalty: 57676.941406
Iteration 298Q: 18 clusters Score -1.04303e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93938 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63039 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117955 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26137 members 
Mstep: Class 17 contains 229757 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35505 members 
Mstep: Class 23 contains 219469 members 
Mstep: Class 24 contains 65827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303064.000000 Penalty: 57676.941406
Iteration 299Q: 18 clusters Score -1.043031e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93943 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63039 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117943 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26138 members 
Mstep: Class 17 contains 229759 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35504 members 
Mstep: Class 23 contains 219473 members 
Mstep: Class 24 contains 65828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303072.000000 Penalty: 57676.941406
Iteration 300F: 18 clusters Score -1.043031e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93947 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63040 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117935 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26139 members 
Mstep: Class 17 contains 229756 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35504 members 
Mstep: Class 23 contains 219476 members 
Mstep: Class 24 contains 65830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302960.000000 Penalty: 57676.941406
Iteration 301Q: 18 clusters Score -1.04303e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93948 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63042 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117924 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26141 members 
Mstep: Class 17 contains 229761 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35502 members 
Mstep: Class 23 contains 219480 members 
Mstep: Class 24 contains 65829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302944.000000 Penalty: 57676.941406
Iteration 302Q: 18 clusters Score -1.043029e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93956 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63045 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117913 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26142 members 
Mstep: Class 17 contains 229764 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35501 members 
Mstep: Class 23 contains 219477 members 
Mstep: Class 24 contains 65829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302912.000000 Penalty: 57676.941406
Iteration 303Q: 18 clusters Score -1.043029e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93961 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63047 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117905 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26144 members 
Mstep: Class 17 contains 229759 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35501 members 
Mstep: Class 23 contains 219482 members 
Mstep: Class 24 contains 65828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302944.000000 Penalty: 57676.941406
Iteration 304Q: 18 clusters Score -1.043029e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93967 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63050 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117897 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26147 members 
Mstep: Class 17 contains 229747 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35499 members 
Mstep: Class 23 contains 219498 members 
Mstep: Class 24 contains 65822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303064.000000 Penalty: 57676.941406
Iteration 305Q: 18 clusters Score -1.043031e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93973 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63052 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117887 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26148 members 
Mstep: Class 17 contains 229740 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35496 members 
Mstep: Class 23 contains 219513 members 
Mstep: Class 24 contains 65818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303056.000000 Penalty: 57676.941406
Iteration 306Q: 18 clusters Score -1.043031e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93975 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63055 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117878 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26148 members 
Mstep: Class 17 contains 229736 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35495 members 
Mstep: Class 23 contains 219522 members 
Mstep: Class 24 contains 65818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302992.000000 Penalty: 57676.941406
Iteration 307Q: 18 clusters Score -1.04303e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93975 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63060 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117876 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26148 members 
Mstep: Class 17 contains 229725 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35496 members 
Mstep: Class 23 contains 219531 members 
Mstep: Class 24 contains 65816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302968.000000 Penalty: 57676.941406
Iteration 308Q: 18 clusters Score -1.04303e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93976 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63060 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117869 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26149 members 
Mstep: Class 17 contains 229722 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35496 members 
Mstep: Class 23 contains 219541 members 
Mstep: Class 24 contains 65814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303016.000000 Penalty: 57676.941406
Iteration 309Q: 18 clusters Score -1.04303e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93984 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63059 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117860 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26149 members 
Mstep: Class 17 contains 229714 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35495 members 
Mstep: Class 23 contains 219550 members 
Mstep: Class 24 contains 65816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303000.000000 Penalty: 57676.941406
Iteration 310Q: 18 clusters Score -1.04303e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93989 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63063 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117850 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26152 members 
Mstep: Class 17 contains 229709 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35494 members 
Mstep: Class 23 contains 219554 members 
Mstep: Class 24 contains 65816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303024.000000 Penalty: 57676.941406
Iteration 311Q: 18 clusters Score -1.04303e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 93998 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63064 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117843 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26156 members 
Mstep: Class 17 contains 229713 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35491 members 
Mstep: Class 23 contains 219547 members 
Mstep: Class 24 contains 65815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104302992.000000 Penalty: 57676.941406
Iteration 312Q: 18 clusters Score -1.04303e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94014 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63066 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117831 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26158 members 
Mstep: Class 17 contains 229716 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35486 members 
Mstep: Class 23 contains 219540 members 
Mstep: Class 24 contains 65816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303024.000000 Penalty: 57676.941406
Iteration 313Q: 18 clusters Score -1.04303e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94031 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63069 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117817 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26164 members 
Mstep: Class 17 contains 229720 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35479 members 
Mstep: Class 23 contains 219530 members 
Mstep: Class 24 contains 65817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303032.000000 Penalty: 57676.941406
Iteration 314Q: 18 clusters Score -1.04303e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94045 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63071 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117809 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26168 members 
Mstep: Class 17 contains 229724 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35477 members 
Mstep: Class 23 contains 219520 members 
Mstep: Class 24 contains 65813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303016.000000 Penalty: 57676.941406
Iteration 315Q: 18 clusters Score -1.04303e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94057 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63077 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117801 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26175 members 
Mstep: Class 17 contains 229716 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35473 members 
Mstep: Class 23 contains 219511 members 
Mstep: Class 24 contains 65816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303096.000000 Penalty: 57676.941406
Iteration 316Q: 18 clusters Score -1.043031e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94070 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63081 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117790 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26182 members 
Mstep: Class 17 contains 229714 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35468 members 
Mstep: Class 23 contains 219504 members 
Mstep: Class 24 contains 65817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303136.000000 Penalty: 57676.941406
Iteration 317Q: 18 clusters Score -1.043031e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94082 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63084 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117784 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26183 members 
Mstep: Class 17 contains 229693 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35464 members 
Mstep: Class 23 contains 219518 members 
Mstep: Class 24 contains 65818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303136.000000 Penalty: 57676.941406
Iteration 318Q: 18 clusters Score -1.043031e+08 nChanged 76
Entering ConstructFrom: 
Score: -104303136.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (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: -50463.902344 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -50463.9 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 272 members 
Entering Unmasked Estep 
Score: -49039.437500 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -49039.44 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49485.277344 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -49485.28 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -50173.933594 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -50173.93 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -50645.039062 Penalty: 3144.818115
	Iteration 3F: 3 clusters Score -50645.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -50817.585938 Penalty: 3144.818115
	Iteration 4F: 3 clusters Score -50817.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -50867.578125 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -50867.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -50871.386719 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -50871.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -50879.082031 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -50879.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -50879.082031 Penalty: 3144.818115
	Iteration 8F: 3 clusters Score -50879.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94092 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63084 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117776 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26184 members 
Mstep: Class 17 contains 229682 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35465 members 
Mstep: Class 23 contains 219525 members 
Mstep: Class 24 contains 65818 members 
Entering Unmasked Estep 
Score: -104301792.000000 Penalty: 61069.699219
Splitting cluster 1 changes total score from -104303136.000000 to -104301792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -219069.796875 Penalty: 1886.999878
	Iteration 0F: 2 clusters Score -219069.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -216499.796875 Penalty: 3773.999756
	Iteration 0F: 3 clusters Score -216499.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -217005.296875 Penalty: 3773.999756
	Iteration 1F: 3 clusters Score -217005.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -217152.484375 Penalty: 3773.999756
	Iteration 2F: 3 clusters Score -217152.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -217251.640625 Penalty: 3773.999756
	Iteration 3Q: 3 clusters Score -217251.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -217314.765625 Penalty: 3773.999756
	Iteration 4Q: 3 clusters Score -217314.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -217356.453125 Penalty: 3773.999756
	Iteration 5Q: 3 clusters Score -217356.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -217384.437500 Penalty: 3773.999756
	Iteration 6Q: 3 clusters Score -217384.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -217419.093750 Penalty: 3773.999756
	Iteration 7Q: 3 clusters Score -217419.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -217448.296875 Penalty: 3773.999756
	Iteration 8Q: 3 clusters Score -217448.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -217478.375000 Penalty: 3773.999756
	Iteration 9Q: 3 clusters Score -217478.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -217503.140625 Penalty: 3773.999756
	Iteration 10Q: 3 clusters Score -217503.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -217520.875000 Penalty: 3773.999756
	Iteration 11Q: 3 clusters Score -217520.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -217535.109375 Penalty: 3773.999756
	Iteration 12Q: 3 clusters Score -217535.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -217548.562500 Penalty: 3773.999756
	Iteration 13Q: 3 clusters Score -217548.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -217560.531250 Penalty: 3773.999756
	Iteration 14Q: 3 clusters Score -217560.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -217573.703125 Penalty: 3773.999756
	Iteration 15Q: 3 clusters Score -217573.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -217581.687500 Penalty: 3773.999756
	Iteration 16Q: 3 clusters Score -217581.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -217591.234375 Penalty: 3773.999756
	Iteration 17Q: 3 clusters Score -217591.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -217597.281250 Penalty: 3773.999756
	Iteration 18Q: 3 clusters Score -217597.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -217601.250000 Penalty: 3773.999756
	Iteration 19Q: 3 clusters Score -217601.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -217604.578125 Penalty: 3773.999756
	Iteration 20F: 3 clusters Score -217604.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -217609.796875 Penalty: 3773.999756
	Iteration 21Q: 3 clusters Score -217609.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -217614.328125 Penalty: 3773.999756
	Iteration 22Q: 3 clusters Score -217614.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -217617.343750 Penalty: 3773.999756
	Iteration 23Q: 3 clusters Score -217617.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -217621.906250 Penalty: 3773.999756
	Iteration 24Q: 3 clusters Score -217621.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -217629.328125 Penalty: 3773.999756
	Iteration 25Q: 3 clusters Score -217629.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -217636.156250 Penalty: 3773.999756
	Iteration 26Q: 3 clusters Score -217636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -217639.500000 Penalty: 3773.999756
	Iteration 27Q: 3 clusters Score -217639.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -217643.171875 Penalty: 3773.999756
	Iteration 28Q: 3 clusters Score -217643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -217646.656250 Penalty: 3773.999756
	Iteration 29Q: 3 clusters Score -217646.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -217648.000000 Penalty: 3773.999756
	Iteration 30Q: 3 clusters Score -217648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -217648.921875 Penalty: 3773.999756
	Iteration 31Q: 3 clusters Score -217648.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -217649.359375 Penalty: 3773.999756
	Iteration 32Q: 3 clusters Score -217649.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -217649.734375 Penalty: 3773.999756
	Iteration 33Q: 3 clusters Score -217649.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -217651.046875 Penalty: 3773.999756
	Iteration 34Q: 3 clusters Score -217651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -217651.046875 Penalty: 3773.999756
	Iteration 35F: 3 clusters Score -217651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (94092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94092 members 
Entering Unmasked Estep 
Score: -11522482.000000 Penalty: 2840.103027
	Iteration 0F: 2 clusters Score -1.152248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -11459522.000000 Penalty: 5680.206055
	Iteration 0F: 3 clusters Score -1.145952e+07 nChanged 44382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -11484801.000000 Penalty: 5680.206055
	Iteration 1F: 3 clusters Score -1.14848e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -11485541.000000 Penalty: 5680.206055
	Iteration 2Q: 3 clusters Score -1.148554e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -11486485.000000 Penalty: 5680.206055
	Iteration 3Q: 3 clusters Score -1.148648e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -11488011.000000 Penalty: 5680.206055
	Iteration 4Q: 3 clusters Score -1.148801e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 58646 members 
Entering Unmasked Estep 
Score: -11490804.000000 Penalty: 5680.206055
	Iteration 5F: 3 clusters Score -1.14908e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -11495451.000000 Penalty: 5680.206055
	Iteration 6F: 3 clusters Score -1.149545e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 70777 members 
Entering Unmasked Estep 
Score: -11502375.000000 Penalty: 5680.206055
	Iteration 7F: 3 clusters Score -1.150238e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 76998 members 
Entering Unmasked Estep 
Score: -11509491.000000 Penalty: 5680.206055
	Iteration 8F: 3 clusters Score -1.150949e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 80983 members 
Entering Unmasked Estep 
Score: -11514692.000000 Penalty: 5680.206055
	Iteration 9F: 3 clusters Score -1.151469e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 82933 members 
Entering Unmasked Estep 
Score: -11517190.000000 Penalty: 5680.206055
	Iteration 10Q: 3 clusters Score -1.151719e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 84027 members 
Entering Unmasked Estep 
Score: -11518149.000000 Penalty: 5680.206055
	Iteration 11Q: 3 clusters Score -1.151815e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 84892 members 
Entering Unmasked Estep 
Score: -11518661.000000 Penalty: 5680.206055
	Iteration 12Q: 3 clusters Score -1.151866e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 85619 members 
Entering Unmasked Estep 
Score: -11519032.000000 Penalty: 5680.206055
	Iteration 13Q: 3 clusters Score -1.151903e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 86259 members 
Entering Unmasked Estep 
Score: -11519292.000000 Penalty: 5680.206055
	Iteration 14Q: 3 clusters Score -1.151929e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 86791 members 
Entering Unmasked Estep 
Score: -11519514.000000 Penalty: 5680.206055
	Iteration 15Q: 3 clusters Score -1.151951e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 87215 members 
Entering Unmasked Estep 
Score: -11519666.000000 Penalty: 5680.206055
	Iteration 16Q: 3 clusters Score -1.151967e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 87612 members 
Entering Unmasked Estep 
Score: -11519807.000000 Penalty: 5680.206055
	Iteration 17Q: 3 clusters Score -1.151981e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 87972 members 
Entering Unmasked Estep 
Score: -11519926.000000 Penalty: 5680.206055
	Iteration 18Q: 3 clusters Score -1.151993e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 88288 members 
Entering Unmasked Estep 
Score: -11519971.000000 Penalty: 5680.206055
	Iteration 19Q: 3 clusters Score -1.151997e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 88577 members 
Entering Unmasked Estep 
Score: -11520048.000000 Penalty: 5680.206055
	Iteration 20F: 3 clusters Score -1.152005e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 88838 members 
Entering Unmasked Estep 
Score: -11520091.000000 Penalty: 5680.206055
	Iteration 21Q: 3 clusters Score -1.152009e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 89083 members 
Entering Unmasked Estep 
Score: -11520159.000000 Penalty: 5680.206055
	Iteration 22Q: 3 clusters Score -1.152016e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 89318 members 
Entering Unmasked Estep 
Score: -11520213.000000 Penalty: 5680.206055
	Iteration 23Q: 3 clusters Score -1.152021e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 89520 members 
Entering Unmasked Estep 
Score: -11520277.000000 Penalty: 5680.206055
	Iteration 24Q: 3 clusters Score -1.152028e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
Score: -11520348.000000 Penalty: 5680.206055
	Iteration 25Q: 3 clusters Score -1.152035e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 89847 members 
Entering Unmasked Estep 
Score: -11520393.000000 Penalty: 5680.206055
	Iteration 26Q: 3 clusters Score -1.152039e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 89982 members 
Entering Unmasked Estep 
Score: -11520399.000000 Penalty: 5680.206055
	Iteration 27Q: 3 clusters Score -1.15204e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 90103 members 
Entering Unmasked Estep 
Score: -11520436.000000 Penalty: 5680.206055
	Iteration 28Q: 3 clusters Score -1.152044e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 90215 members 
Entering Unmasked Estep 
Score: -11520463.000000 Penalty: 5680.206055
	Iteration 29Q: 3 clusters Score -1.152046e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 90319 members 
Entering Unmasked Estep 
Score: -11520486.000000 Penalty: 5680.206055
	Iteration 30Q: 3 clusters Score -1.152049e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 90394 members 
Entering Unmasked Estep 
Score: -11520514.000000 Penalty: 5680.206055
	Iteration 31Q: 3 clusters Score -1.152051e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 90457 members 
Entering Unmasked Estep 
Score: -11520514.000000 Penalty: 5680.206055
	Iteration 32Q: 3 clusters Score -1.152051e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -11520526.000000 Penalty: 5680.206055
	Iteration 33Q: 3 clusters Score -1.152053e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 90577 members 
Entering Unmasked Estep 
Score: -11520500.000000 Penalty: 5680.206055
	Iteration 34Q: 3 clusters Score -1.15205e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 90640 members 
Entering Unmasked Estep 
Score: -11520500.000000 Penalty: 5680.206055
	Iteration 35Q: 3 clusters Score -1.15205e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 90710 members 
Entering Unmasked Estep 
Score: -11520494.000000 Penalty: 5680.206055
	Iteration 36Q: 3 clusters Score -1.152049e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 90773 members 
Entering Unmasked Estep 
Score: -11520524.000000 Penalty: 5680.206055
	Iteration 37Q: 3 clusters Score -1.152052e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 90831 members 
Entering Unmasked Estep 
Score: -11520548.000000 Penalty: 5680.206055
	Iteration 38Q: 3 clusters Score -1.152055e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 90874 members 
Entering Unmasked Estep 
Score: -11520551.000000 Penalty: 5680.206055
	Iteration 39Q: 3 clusters Score -1.152055e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 90911 members 
Entering Unmasked Estep 
Score: -11520555.000000 Penalty: 5680.206055
	Iteration 40F: 3 clusters Score -1.152056e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 90952 members 
Entering Unmasked Estep 
Score: -11520577.000000 Penalty: 5680.206055
	Iteration 41Q: 3 clusters Score -1.152058e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 90995 members 
Entering Unmasked Estep 
Score: -11520579.000000 Penalty: 5680.206055
	Iteration 42Q: 3 clusters Score -1.152058e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 91030 members 
Entering Unmasked Estep 
Score: -11520582.000000 Penalty: 5680.206055
	Iteration 43Q: 3 clusters Score -1.152058e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 91059 members 
Entering Unmasked Estep 
Score: -11520590.000000 Penalty: 5680.206055
	Iteration 44Q: 3 clusters Score -1.152059e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 91092 members 
Entering Unmasked Estep 
Score: -11520603.000000 Penalty: 5680.206055
	Iteration 45Q: 3 clusters Score -1.15206e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 91125 members 
Entering Unmasked Estep 
Score: -11520606.000000 Penalty: 5680.206055
	Iteration 46Q: 3 clusters Score -1.152061e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 91153 members 
Entering Unmasked Estep 
Score: -11520595.000000 Penalty: 5680.206055
	Iteration 47Q: 3 clusters Score -1.15206e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 91178 members 
Entering Unmasked Estep 
Score: -11520588.000000 Penalty: 5680.206055
	Iteration 48Q: 3 clusters Score -1.152059e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 91198 members 
Entering Unmasked Estep 
Score: -11520585.000000 Penalty: 5680.206055
	Iteration 49Q: 3 clusters Score -1.152058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 91217 members 
Entering Unmasked Estep 
Score: -11520589.000000 Penalty: 5680.206055
	Iteration 50Q: 3 clusters Score -1.152059e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 91241 members 
Entering Unmasked Estep 
Score: -11520572.000000 Penalty: 5680.206055
	Iteration 51Q: 3 clusters Score -1.152057e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 91265 members 
Entering Unmasked Estep 
Score: -11520584.000000 Penalty: 5680.206055
	Iteration 52Q: 3 clusters Score -1.152058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 91282 members 
Entering Unmasked Estep 
Score: -11520592.000000 Penalty: 5680.206055
	Iteration 53Q: 3 clusters Score -1.152059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 91295 members 
Entering Unmasked Estep 
Score: -11520612.000000 Penalty: 5680.206055
	Iteration 54Q: 3 clusters Score -1.152061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 91305 members 
Entering Unmasked Estep 
Score: -11520603.000000 Penalty: 5680.206055
	Iteration 55Q: 3 clusters Score -1.15206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 91312 members 
Entering Unmasked Estep 
Score: -11520595.000000 Penalty: 5680.206055
	Iteration 56Q: 3 clusters Score -1.15206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 91319 members 
Entering Unmasked Estep 
Score: -11520607.000000 Penalty: 5680.206055
	Iteration 57Q: 3 clusters Score -1.152061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 91325 members 
Entering Unmasked Estep 
Score: -11520601.000000 Penalty: 5680.206055
	Iteration 58Q: 3 clusters Score -1.15206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -11520622.000000 Penalty: 5680.206055
	Iteration 59Q: 3 clusters Score -1.152062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 91336 members 
Entering Unmasked Estep 
Score: -11520625.000000 Penalty: 5680.206055
	Iteration 60F: 3 clusters Score -1.152062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 91342 members 
Entering Unmasked Estep 
Score: -11520622.000000 Penalty: 5680.206055
	Iteration 61Q: 3 clusters Score -1.152062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
Score: -11520628.000000 Penalty: 5680.206055
	Iteration 62Q: 3 clusters Score -1.152063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 91352 members 
Entering Unmasked Estep 
Score: -11520639.000000 Penalty: 5680.206055
	Iteration 63Q: 3 clusters Score -1.152064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 91356 members 
Entering Unmasked Estep 
Score: -11520625.000000 Penalty: 5680.206055
	Iteration 64Q: 3 clusters Score -1.152062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
Score: -11520626.000000 Penalty: 5680.206055
	Iteration 65Q: 3 clusters Score -1.152063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 91363 members 
Entering Unmasked Estep 
Score: -11520630.000000 Penalty: 5680.206055
	Iteration 66Q: 3 clusters Score -1.152063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 91367 members 
Entering Unmasked Estep 
Score: -11520625.000000 Penalty: 5680.206055
	Iteration 67Q: 3 clusters Score -1.152062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -11520623.000000 Penalty: 5680.206055
	Iteration 68Q: 3 clusters Score -1.152062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -11520623.000000 Penalty: 5680.206055
	Iteration 69F: 3 clusters Score -1.152062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -63200.835938 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -63200.84 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 316 members 
Entering Unmasked Estep 
Score: -61640.535156 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -61640.54 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62018.464844 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -62018.46 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62140.449219 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -62140.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -62177.511719 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -62177.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -62210.308594 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -62210.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -62230.554688 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -62230.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -62246.246094 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -62246.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -62253.242188 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -62253.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -62255.445312 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -62255.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -62255.445312 Penalty: 3199.433350
	Iteration 9F: 3 clusters Score -62255.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Entering Unmasked Estep 
Score: -696109.125000 Penalty: 2157.190186
	Iteration 0F: 2 clusters Score -696109.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -690930.625000 Penalty: 4314.380371
	Iteration 0F: 3 clusters Score -690930.6 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -692328.250000 Penalty: 4314.380371
	Iteration 1F: 3 clusters Score -692328.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -692743.062500 Penalty: 4314.380371
	Iteration 2F: 3 clusters Score -692743.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -693141.000000 Penalty: 4314.380371
	Iteration 3F: 3 clusters Score -693141 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -693468.375000 Penalty: 4314.380371
	Iteration 4F: 3 clusters Score -693468.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -693690.750000 Penalty: 4314.380371
	Iteration 5F: 3 clusters Score -693690.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -693862.000000 Penalty: 4314.380371
	Iteration 6Q: 3 clusters Score -693862 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -694003.000000 Penalty: 4314.380371
	Iteration 7Q: 3 clusters Score -694003 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -694125.562500 Penalty: 4314.380371
	Iteration 8Q: 3 clusters Score -694125.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -694233.125000 Penalty: 4314.380371
	Iteration 9Q: 3 clusters Score -694233.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -694315.750000 Penalty: 4314.380371
	Iteration 10Q: 3 clusters Score -694315.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -694374.437500 Penalty: 4314.380371
	Iteration 11Q: 3 clusters Score -694374.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -694418.500000 Penalty: 4314.380371
	Iteration 12Q: 3 clusters Score -694418.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -694457.875000 Penalty: 4314.380371
	Iteration 13Q: 3 clusters Score -694457.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -694495.375000 Penalty: 4314.380371
	Iteration 14Q: 3 clusters Score -694495.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -694529.125000 Penalty: 4314.380371
	Iteration 15Q: 3 clusters Score -694529.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -694551.812500 Penalty: 4314.380371
	Iteration 16Q: 3 clusters Score -694551.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -694565.687500 Penalty: 4314.380371
	Iteration 17Q: 3 clusters Score -694565.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -694579.812500 Penalty: 4314.380371
	Iteration 18Q: 3 clusters Score -694579.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -694593.625000 Penalty: 4314.380371
	Iteration 19Q: 3 clusters Score -694593.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -694607.062500 Penalty: 4314.380371
	Iteration 20F: 3 clusters Score -694607.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -694618.500000 Penalty: 4314.380371
	Iteration 21Q: 3 clusters Score -694618.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -694624.062500 Penalty: 4314.380371
	Iteration 22Q: 3 clusters Score -694624.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -694631.375000 Penalty: 4314.380371
	Iteration 23Q: 3 clusters Score -694631.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -694641.562500 Penalty: 4314.380371
	Iteration 24Q: 3 clusters Score -694641.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -694655.687500 Penalty: 4314.380371
	Iteration 25Q: 3 clusters Score -694655.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -694664.562500 Penalty: 4314.380371
	Iteration 26Q: 3 clusters Score -694664.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -694673.437500 Penalty: 4314.380371
	Iteration 27Q: 3 clusters Score -694673.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -694682.125000 Penalty: 4314.380371
	Iteration 28Q: 3 clusters Score -694682.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -694694.375000 Penalty: 4314.380371
	Iteration 29Q: 3 clusters Score -694694.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -694707.625000 Penalty: 4314.380371
	Iteration 30Q: 3 clusters Score -694707.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -694720.750000 Penalty: 4314.380371
	Iteration 31Q: 3 clusters Score -694720.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -694732.562500 Penalty: 4314.380371
	Iteration 32Q: 3 clusters Score -694732.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -694739.125000 Penalty: 4314.380371
	Iteration 33Q: 3 clusters Score -694739.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -694742.875000 Penalty: 4314.380371
	Iteration 34Q: 3 clusters Score -694742.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -694745.250000 Penalty: 4314.380371
	Iteration 35Q: 3 clusters Score -694745.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -694747.812500 Penalty: 4314.380371
	Iteration 36Q: 3 clusters Score -694747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -694749.937500 Penalty: 4314.380371
	Iteration 37Q: 3 clusters Score -694749.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -694750.187500 Penalty: 4314.380371
	Iteration 38Q: 3 clusters Score -694750.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -694751.500000 Penalty: 4314.380371
	Iteration 39Q: 3 clusters Score -694751.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -694751.937500 Penalty: 4314.380371
	Iteration 40F: 3 clusters Score -694751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -694752.375000 Penalty: 4314.380371
	Iteration 41Q: 3 clusters Score -694752.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -694752.375000 Penalty: 4314.380371
	Iteration 42F: 3 clusters Score -694752.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Entering Unmasked Estep 
Score: -7741388.000000 Penalty: 2740.951172
	Iteration 0F: 2 clusters Score -7741388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -7698980.000000 Penalty: 5481.902344
	Iteration 0F: 3 clusters Score -7698980 nChanged 29436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -7715965.500000 Penalty: 5481.902344
	Iteration 1F: 3 clusters Score -7715966 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -7716955.500000 Penalty: 5481.902344
	Iteration 2Q: 3 clusters Score -7716956 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -7717997.000000 Penalty: 5481.902344
	Iteration 3Q: 3 clusters Score -7717997 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -7719329.500000 Penalty: 5481.902344
	Iteration 4Q: 3 clusters Score -7719330 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -7721088.000000 Penalty: 5481.902344
	Iteration 5F: 3 clusters Score -7721088 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -7723668.500000 Penalty: 5481.902344
	Iteration 6F: 3 clusters Score -7723668 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -7727276.500000 Penalty: 5481.902344
	Iteration 7F: 3 clusters Score -7727276 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -7730940.500000 Penalty: 5481.902344
	Iteration 8F: 3 clusters Score -7730940 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -7733335.500000 Penalty: 5481.902344
	Iteration 9F: 3 clusters Score -7733336 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -7734312.500000 Penalty: 5481.902344
	Iteration 10Q: 3 clusters Score -7734312 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -7734861.000000 Penalty: 5481.902344
	Iteration 11Q: 3 clusters Score -7734861 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -7735203.500000 Penalty: 5481.902344
	Iteration 12Q: 3 clusters Score -7735204 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -7735439.500000 Penalty: 5481.902344
	Iteration 13Q: 3 clusters Score -7735440 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -7735602.500000 Penalty: 5481.902344
	Iteration 14Q: 3 clusters Score -7735602 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -7735739.500000 Penalty: 5481.902344
	Iteration 15Q: 3 clusters Score -7735740 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -7735903.500000 Penalty: 5481.902344
	Iteration 16Q: 3 clusters Score -7735904 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -7736029.500000 Penalty: 5481.902344
	Iteration 17Q: 3 clusters Score -7736030 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -7736165.500000 Penalty: 5481.902344
	Iteration 18Q: 3 clusters Score -7736166 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -7736289.500000 Penalty: 5481.902344
	Iteration 19Q: 3 clusters Score -7736290 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -7736391.500000 Penalty: 5481.902344
	Iteration 20F: 3 clusters Score -7736392 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -7736518.000000 Penalty: 5481.902344
	Iteration 21Q: 3 clusters Score -7736518 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -7736665.500000 Penalty: 5481.902344
	Iteration 22Q: 3 clusters Score -7736666 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -7736768.000000 Penalty: 5481.902344
	Iteration 23Q: 3 clusters Score -7736768 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -7736879.500000 Penalty: 5481.902344
	Iteration 24Q: 3 clusters Score -7736880 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -7736945.000000 Penalty: 5481.902344
	Iteration 25Q: 3 clusters Score -7736945 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -7737023.000000 Penalty: 5481.902344
	Iteration 26Q: 3 clusters Score -7737023 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -7737090.000000 Penalty: 5481.902344
	Iteration 27Q: 3 clusters Score -7737090 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -7737128.000000 Penalty: 5481.902344
	Iteration 28Q: 3 clusters Score -7737128 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -7737189.000000 Penalty: 5481.902344
	Iteration 29Q: 3 clusters Score -7737189 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -7737282.500000 Penalty: 5481.902344
	Iteration 30Q: 3 clusters Score -7737282 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -7737358.500000 Penalty: 5481.902344
	Iteration 31Q: 3 clusters Score -7737358 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -7737423.500000 Penalty: 5481.902344
	Iteration 32Q: 3 clusters Score -7737424 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53454 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -7737444.000000 Penalty: 5481.902344
	Iteration 33Q: 3 clusters Score -7737444 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -7737482.500000 Penalty: 5481.902344
	Iteration 34Q: 3 clusters Score -7737482 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -7737542.000000 Penalty: 5481.902344
	Iteration 35Q: 3 clusters Score -7737542 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -7737614.500000 Penalty: 5481.902344
	Iteration 36Q: 3 clusters Score -7737614 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -7737704.000000 Penalty: 5481.902344
	Iteration 37Q: 3 clusters Score -7737704 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -7737762.000000 Penalty: 5481.902344
	Iteration 38Q: 3 clusters Score -7737762 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -7737855.500000 Penalty: 5481.902344
	Iteration 39Q: 3 clusters Score -7737856 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -7737897.500000 Penalty: 5481.902344
	Iteration 40F: 3 clusters Score -7737898 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -7737981.000000 Penalty: 5481.902344
	Iteration 41Q: 3 clusters Score -7737981 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -7738024.000000 Penalty: 5481.902344
	Iteration 42Q: 3 clusters Score -7738024 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56437 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -7738073.500000 Penalty: 5481.902344
	Iteration 43Q: 3 clusters Score -7738074 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -7738088.000000 Penalty: 5481.902344
	Iteration 44Q: 3 clusters Score -7738088 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -7738161.500000 Penalty: 5481.902344
	Iteration 45Q: 3 clusters Score -7738162 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57110 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -7738183.500000 Penalty: 5481.902344
	Iteration 46Q: 3 clusters Score -7738184 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -7738245.000000 Penalty: 5481.902344
	Iteration 47Q: 3 clusters Score -7738245 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -7738266.000000 Penalty: 5481.902344
	Iteration 48Q: 3 clusters Score -7738266 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -7738275.500000 Penalty: 5481.902344
	Iteration 49Q: 3 clusters Score -7738276 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57799 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -7738306.500000 Penalty: 5481.902344
	Iteration 50Q: 3 clusters Score -7738306 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -7738356.000000 Penalty: 5481.902344
	Iteration 51Q: 3 clusters Score -7738356 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58116 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -7738367.000000 Penalty: 5481.902344
	Iteration 52Q: 3 clusters Score -7738367 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -7738414.000000 Penalty: 5481.902344
	Iteration 53Q: 3 clusters Score -7738414 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -7738454.000000 Penalty: 5481.902344
	Iteration 54Q: 3 clusters Score -7738454 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -7738495.500000 Penalty: 5481.902344
	Iteration 55Q: 3 clusters Score -7738496 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -7738530.000000 Penalty: 5481.902344
	Iteration 56Q: 3 clusters Score -7738530 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58816 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -7738546.500000 Penalty: 5481.902344
	Iteration 57Q: 3 clusters Score -7738546 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -7738587.000000 Penalty: 5481.902344
	Iteration 58Q: 3 clusters Score -7738587 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -7738610.500000 Penalty: 5481.902344
	Iteration 59Q: 3 clusters Score -7738610 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -7738642.500000 Penalty: 5481.902344
	Iteration 60F: 3 clusters Score -7738642 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -7738655.000000 Penalty: 5481.902344
	Iteration 61Q: 3 clusters Score -7738655 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -7738672.000000 Penalty: 5481.902344
	Iteration 62Q: 3 clusters Score -7738672 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -7738685.500000 Penalty: 5481.902344
	Iteration 63Q: 3 clusters Score -7738686 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -7738694.000000 Penalty: 5481.902344
	Iteration 64Q: 3 clusters Score -7738694 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -7738724.000000 Penalty: 5481.902344
	Iteration 65Q: 3 clusters Score -7738724 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -7738738.500000 Penalty: 5481.902344
	Iteration 66Q: 3 clusters Score -7738738 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -7738756.000000 Penalty: 5481.902344
	Iteration 67Q: 3 clusters Score -7738756 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -7738796.500000 Penalty: 5481.902344
	Iteration 68Q: 3 clusters Score -7738796 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -7738833.000000 Penalty: 5481.902344
	Iteration 69Q: 3 clusters Score -7738833 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60167 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -7738855.000000 Penalty: 5481.902344
	Iteration 70Q: 3 clusters Score -7738855 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -7738875.500000 Penalty: 5481.902344
	Iteration 71Q: 3 clusters Score -7738876 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -7738870.500000 Penalty: 5481.902344
	Iteration 72Q: 3 clusters Score -7738870 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -7738914.000000 Penalty: 5481.902344
	Iteration 73Q: 3 clusters Score -7738914 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60513 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -7738918.000000 Penalty: 5481.902344
	Iteration 74Q: 3 clusters Score -7738918 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -7738958.000000 Penalty: 5481.902344
	Iteration 75Q: 3 clusters Score -7738958 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -7738966.000000 Penalty: 5481.902344
	Iteration 76Q: 3 clusters Score -7738966 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60729 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -7738972.500000 Penalty: 5481.902344
	Iteration 77Q: 3 clusters Score -7738972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7738982.500000 Penalty: 5481.902344
	Iteration 78Q: 3 clusters Score -7738982 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60860 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -7738984.500000 Penalty: 5481.902344
	Iteration 79Q: 3 clusters Score -7738984 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60916 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7738993.500000 Penalty: 5481.902344
	Iteration 80F: 3 clusters Score -7738994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -7739012.500000 Penalty: 5481.902344
	Iteration 81Q: 3 clusters Score -7739012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -7739022.500000 Penalty: 5481.902344
	Iteration 82Q: 3 clusters Score -7739022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7739032.000000 Penalty: 5481.902344
	Iteration 83Q: 3 clusters Score -7739032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61091 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -7739039.000000 Penalty: 5481.902344
	Iteration 84Q: 3 clusters Score -7739039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -7739061.500000 Penalty: 5481.902344
	Iteration 85Q: 3 clusters Score -7739062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7739057.000000 Penalty: 5481.902344
	Iteration 86Q: 3 clusters Score -7739057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -7739065.500000 Penalty: 5481.902344
	Iteration 87Q: 3 clusters Score -7739066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7739068.500000 Penalty: 5481.902344
	Iteration 88Q: 3 clusters Score -7739068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61221 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7739058.500000 Penalty: 5481.902344
	Iteration 89Q: 3 clusters Score -7739058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7739069.000000 Penalty: 5481.902344
	Iteration 90Q: 3 clusters Score -7739069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -7739061.000000 Penalty: 5481.902344
	Iteration 91Q: 3 clusters Score -7739061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61284 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7739065.000000 Penalty: 5481.902344
	Iteration 92Q: 3 clusters Score -7739065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61300 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7739069.500000 Penalty: 5481.902344
	Iteration 93Q: 3 clusters Score -7739070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -7739083.500000 Penalty: 5481.902344
	Iteration 94Q: 3 clusters Score -7739084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7739090.000000 Penalty: 5481.902344
	Iteration 95Q: 3 clusters Score -7739090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -7739098.000000 Penalty: 5481.902344
	Iteration 96Q: 3 clusters Score -7739098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7739101.000000 Penalty: 5481.902344
	Iteration 97Q: 3 clusters Score -7739101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7739101.000000 Penalty: 5481.902344
	Iteration 98Q: 3 clusters Score -7739101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7739102.000000 Penalty: 5481.902344
	Iteration 99Q: 3 clusters Score -7739102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7739107.500000 Penalty: 5481.902344
	Iteration 100F: 3 clusters Score -7739108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7739110.000000 Penalty: 5481.902344
	Iteration 101Q: 3 clusters Score -7739110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7739111.000000 Penalty: 5481.902344
	Iteration 102Q: 3 clusters Score -7739111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7739111.000000 Penalty: 5481.902344
	Iteration 103Q: 3 clusters Score -7739111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7739101.500000 Penalty: 5481.902344
	Iteration 104Q: 3 clusters Score -7739102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7739108.000000 Penalty: 5481.902344
	Iteration 105Q: 3 clusters Score -7739108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7739110.000000 Penalty: 5481.902344
	Iteration 106Q: 3 clusters Score -7739110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7739116.000000 Penalty: 5481.902344
	Iteration 107Q: 3 clusters Score -7739116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61436 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7739131.000000 Penalty: 5481.902344
	Iteration 108Q: 3 clusters Score -7739131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7739129.500000 Penalty: 5481.902344
	Iteration 109Q: 3 clusters Score -7739130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -7739119.000000 Penalty: 5481.902344
	Iteration 110Q: 3 clusters Score -7739119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7739128.000000 Penalty: 5481.902344
	Iteration 111Q: 3 clusters Score -7739128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61451 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -7739136.500000 Penalty: 5481.902344
	Iteration 112Q: 3 clusters Score -7739136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7739136.000000 Penalty: 5481.902344
	Iteration 113Q: 3 clusters Score -7739136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7739134.500000 Penalty: 5481.902344
	Iteration 114Q: 3 clusters Score -7739134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61455 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -7739133.000000 Penalty: 5481.902344
	Iteration 115Q: 3 clusters Score -7739133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -7739130.500000 Penalty: 5481.902344
	Iteration 116Q: 3 clusters Score -7739130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -7739129.500000 Penalty: 5481.902344
	Iteration 117Q: 3 clusters Score -7739130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -7739126.000000 Penalty: 5481.902344
	Iteration 118Q: 3 clusters Score -7739126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -7739118.500000 Penalty: 5481.902344
	Iteration 119Q: 3 clusters Score -7739118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -7739124.500000 Penalty: 5481.902344
	Iteration 120F: 3 clusters Score -7739124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7739127.500000 Penalty: 5481.902344
	Iteration 121Q: 3 clusters Score -7739128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7739130.500000 Penalty: 5481.902344
	Iteration 122Q: 3 clusters Score -7739130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7739128.500000 Penalty: 5481.902344
	Iteration 123Q: 3 clusters Score -7739128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61494 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7739139.000000 Penalty: 5481.902344
	Iteration 124Q: 3 clusters Score -7739139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7739138.500000 Penalty: 5481.902344
	Iteration 125Q: 3 clusters Score -7739138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61508 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7739133.500000 Penalty: 5481.902344
	Iteration 126Q: 3 clusters Score -7739134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7739138.500000 Penalty: 5481.902344
	Iteration 127Q: 3 clusters Score -7739138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7739140.000000 Penalty: 5481.902344
	Iteration 128Q: 3 clusters Score -7739140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -7739139.000000 Penalty: 5481.902344
	Iteration 129Q: 3 clusters Score -7739139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7739133.500000 Penalty: 5481.902344
	Iteration 130Q: 3 clusters Score -7739134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7739135.000000 Penalty: 5481.902344
	Iteration 131Q: 3 clusters Score -7739135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7739130.500000 Penalty: 5481.902344
	Iteration 132Q: 3 clusters Score -7739130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61527 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7739131.000000 Penalty: 5481.902344
	Iteration 133Q: 3 clusters Score -7739131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61530 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7739136.500000 Penalty: 5481.902344
	Iteration 134Q: 3 clusters Score -7739136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7739134.000000 Penalty: 5481.902344
	Iteration 135Q: 3 clusters Score -7739134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -7739137.000000 Penalty: 5481.902344
	Iteration 136Q: 3 clusters Score -7739137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61538 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7739139.500000 Penalty: 5481.902344
	Iteration 137Q: 3 clusters Score -7739140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61539 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7739141.000000 Penalty: 5481.902344
	Iteration 138Q: 3 clusters Score -7739141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7739138.500000 Penalty: 5481.902344
	Iteration 139Q: 3 clusters Score -7739138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -7739141.500000 Penalty: 5481.902344
	Iteration 140F: 3 clusters Score -7739142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61546 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -7739144.000000 Penalty: 5481.902344
	Iteration 141Q: 3 clusters Score -7739144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7739148.500000 Penalty: 5481.902344
	Iteration 142Q: 3 clusters Score -7739148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7739145.500000 Penalty: 5481.902344
	Iteration 143Q: 3 clusters Score -7739146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61556 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7739149.000000 Penalty: 5481.902344
	Iteration 144Q: 3 clusters Score -7739149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7739149.500000 Penalty: 5481.902344
	Iteration 145Q: 3 clusters Score -7739150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61562 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7739151.000000 Penalty: 5481.902344
	Iteration 146Q: 3 clusters Score -7739151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7739150.000000 Penalty: 5481.902344
	Iteration 147Q: 3 clusters Score -7739150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61573 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -7739153.000000 Penalty: 5481.902344
	Iteration 148Q: 3 clusters Score -7739153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -7739153.000000 Penalty: 5481.902344
	Iteration 149Q: 3 clusters Score -7739153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7739151.000000 Penalty: 5481.902344
	Iteration 150Q: 3 clusters Score -7739151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7739148.000000 Penalty: 5481.902344
	Iteration 151Q: 3 clusters Score -7739148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7739148.000000 Penalty: 5481.902344
	Iteration 152F: 3 clusters Score -7739148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -109965.218750 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -109965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -108131.476562 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -108131.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -108705.093750 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -108705.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -109102.640625 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -109102.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -109551.835938 Penalty: 3485.107666
	Iteration 3F: 3 clusters Score -109551.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -109932.093750 Penalty: 3485.107666
	Iteration 4F: 3 clusters Score -109932.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -110291.789062 Penalty: 3485.107666
	Iteration 5F: 3 clusters Score -110291.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -110417.898438 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -110417.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -110466.929688 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -110466.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -110501.960938 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -110502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -110527.992188 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -110528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -110547.023438 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -110547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -110560.406250 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -110560.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -110569.757812 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -110569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -110576.656250 Penalty: 3485.107666
	Iteration 13Q: 3 clusters Score -110576.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -110578.867188 Penalty: 3485.107666
	Iteration 14Q: 3 clusters Score -110578.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -110580.578125 Penalty: 3485.107666
	Iteration 15Q: 3 clusters Score -110580.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -110582.835938 Penalty: 3485.107666
	Iteration 16Q: 3 clusters Score -110582.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -110586.945312 Penalty: 3485.107666
	Iteration 17Q: 3 clusters Score -110586.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -110590.796875 Penalty: 3485.107666
	Iteration 18Q: 3 clusters Score -110590.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -110595.164062 Penalty: 3485.107666
	Iteration 19Q: 3 clusters Score -110595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -110599.156250 Penalty: 3485.107666
	Iteration 20F: 3 clusters Score -110599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -110600.203125 Penalty: 3485.107666
	Iteration 21Q: 3 clusters Score -110600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -110602.500000 Penalty: 3485.107666
	Iteration 22Q: 3 clusters Score -110602.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -110602.500000 Penalty: 3485.107666
	Iteration 23F: 3 clusters Score -110602.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94092 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63084 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117776 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26184 members 
Mstep: Class 17 contains 229682 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35465 members 
Mstep: Class 23 contains 219525 members 
Mstep: Class 24 contains 65818 members 
Entering Unmasked Estep 
Score: -104302176.000000 Penalty: 61069.699219
Splitting cluster 8 changes total score from -104303136.000000 to -104302176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -75298.390625 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -75298.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -73635.835938 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -73635.84 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -73874.718750 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -73874.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -73930.218750 Penalty: 3294.673340
	Iteration 2Q: 3 clusters Score -73930.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -73966.937500 Penalty: 3294.673340
	Iteration 3Q: 3 clusters Score -73966.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -74003.554688 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -74003.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -74046.671875 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -74046.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -74068.460938 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -74068.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -74071.140625 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -74071.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -74077.039062 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -74077.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -74086.281250 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -74086.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -74091.203125 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -74091.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -74101.234375 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -74101.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -74116.742188 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -74116.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -74127.476562 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -74127.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -74137.789062 Penalty: 3294.673340
	Iteration 14Q: 3 clusters Score -74137.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -74148.937500 Penalty: 3294.673340
	Iteration 15Q: 3 clusters Score -74148.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -74152.429688 Penalty: 3294.673340
	Iteration 16Q: 3 clusters Score -74152.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -74154.000000 Penalty: 3294.673340
	Iteration 17Q: 3 clusters Score -74154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -74154.000000 Penalty: 3294.673340
	Iteration 18F: 3 clusters Score -74154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (117776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117776 members 
Entering Unmasked Estep 
Score: -14423250.000000 Penalty: 2895.781738
	Iteration 0F: 2 clusters Score -1.442325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 59045 members 
Entering Unmasked Estep 
Score: -14344314.000000 Penalty: 5791.563477
	Iteration 0F: 3 clusters Score -1.434431e+07 nChanged 55968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -14376517.000000 Penalty: 5791.563477
	Iteration 1F: 3 clusters Score -1.437652e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -14377383.000000 Penalty: 5791.563477
	Iteration 2Q: 3 clusters Score -1.437738e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -14378702.000000 Penalty: 5791.563477
	Iteration 3Q: 3 clusters Score -1.43787e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -14380918.000000 Penalty: 5791.563477
	Iteration 4Q: 3 clusters Score -1.438092e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 71169 members 
Entering Unmasked Estep 
Score: -14384549.000000 Penalty: 5791.563477
	Iteration 5F: 3 clusters Score -1.438455e+07 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 77064 members 
Entering Unmasked Estep 
Score: -14390309.000000 Penalty: 5791.563477
	Iteration 6F: 3 clusters Score -1.439031e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 84100 members 
Entering Unmasked Estep 
Score: -14397687.000000 Penalty: 5791.563477
	Iteration 7F: 3 clusters Score -1.439769e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 90847 members 
Entering Unmasked Estep 
Score: -14405581.000000 Penalty: 5791.563477
	Iteration 8F: 3 clusters Score -1.440558e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 95724 members 
Entering Unmasked Estep 
Score: -14411514.000000 Penalty: 5791.563477
	Iteration 9F: 3 clusters Score -1.441151e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 98662 members 
Entering Unmasked Estep 
Score: -14414815.000000 Penalty: 5791.563477
	Iteration 10Q: 3 clusters Score -1.441482e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 100693 members 
Entering Unmasked Estep 
Score: -14416585.000000 Penalty: 5791.563477
	Iteration 11Q: 3 clusters Score -1.441658e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 102201 members 
Entering Unmasked Estep 
Score: -14417500.000000 Penalty: 5791.563477
	Iteration 12Q: 3 clusters Score -1.44175e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 103439 members 
Entering Unmasked Estep 
Score: -14418102.000000 Penalty: 5791.563477
	Iteration 13Q: 3 clusters Score -1.44181e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 104494 members 
Entering Unmasked Estep 
Score: -14418556.000000 Penalty: 5791.563477
	Iteration 14Q: 3 clusters Score -1.441856e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 105435 members 
Entering Unmasked Estep 
Score: -14418933.000000 Penalty: 5791.563477
	Iteration 15Q: 3 clusters Score -1.441893e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 106305 members 
Entering Unmasked Estep 
Score: -14419243.000000 Penalty: 5791.563477
	Iteration 16Q: 3 clusters Score -1.441924e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 107041 members 
Entering Unmasked Estep 
Score: -14419418.000000 Penalty: 5791.563477
	Iteration 17Q: 3 clusters Score -1.441942e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 107739 members 
Entering Unmasked Estep 
Score: -14419620.000000 Penalty: 5791.563477
	Iteration 18Q: 3 clusters Score -1.441962e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 108381 members 
Entering Unmasked Estep 
Score: -14419833.000000 Penalty: 5791.563477
	Iteration 19Q: 3 clusters Score -1.441983e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 108964 members 
Entering Unmasked Estep 
Score: -14419983.000000 Penalty: 5791.563477
	Iteration 20F: 3 clusters Score -1.441998e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 109481 members 
Entering Unmasked Estep 
Score: -14420085.000000 Penalty: 5791.563477
	Iteration 21Q: 3 clusters Score -1.442008e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 110001 members 
Entering Unmasked Estep 
Score: -14420180.000000 Penalty: 5791.563477
	Iteration 22Q: 3 clusters Score -1.442018e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 110481 members 
Entering Unmasked Estep 
Score: -14420287.000000 Penalty: 5791.563477
	Iteration 23Q: 3 clusters Score -1.442029e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 110900 members 
Entering Unmasked Estep 
Score: -14420378.000000 Penalty: 5791.563477
	Iteration 24Q: 3 clusters Score -1.442038e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 111287 members 
Entering Unmasked Estep 
Score: -14420516.000000 Penalty: 5791.563477
	Iteration 25Q: 3 clusters Score -1.442052e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 111656 members 
Entering Unmasked Estep 
Score: -14420624.000000 Penalty: 5791.563477
	Iteration 26Q: 3 clusters Score -1.442062e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 112007 members 
Entering Unmasked Estep 
Score: -14420734.000000 Penalty: 5791.563477
	Iteration 27Q: 3 clusters Score -1.442073e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 112303 members 
Entering Unmasked Estep 
Score: -14420812.000000 Penalty: 5791.563477
	Iteration 28Q: 3 clusters Score -1.442081e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 112560 members 
Entering Unmasked Estep 
Score: -14420860.000000 Penalty: 5791.563477
	Iteration 29Q: 3 clusters Score -1.442086e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 112775 members 
Entering Unmasked Estep 
Score: -14420879.000000 Penalty: 5791.563477
	Iteration 30Q: 3 clusters Score -1.442088e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 112960 members 
Entering Unmasked Estep 
Score: -14420873.000000 Penalty: 5791.563477
	Iteration 31Q: 3 clusters Score -1.442087e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 113123 members 
Entering Unmasked Estep 
Score: -14420891.000000 Penalty: 5791.563477
	Iteration 32Q: 3 clusters Score -1.442089e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 113274 members 
Entering Unmasked Estep 
Score: -14420933.000000 Penalty: 5791.563477
	Iteration 33Q: 3 clusters Score -1.442093e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 113421 members 
Entering Unmasked Estep 
Score: -14420975.000000 Penalty: 5791.563477
	Iteration 34Q: 3 clusters Score -1.442098e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 113564 members 
Entering Unmasked Estep 
Score: -14421010.000000 Penalty: 5791.563477
	Iteration 35Q: 3 clusters Score -1.442101e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 113699 members 
Entering Unmasked Estep 
Score: -14421031.000000 Penalty: 5791.563477
	Iteration 36Q: 3 clusters Score -1.442103e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 113812 members 
Entering Unmasked Estep 
Score: -14421074.000000 Penalty: 5791.563477
	Iteration 37Q: 3 clusters Score -1.442107e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 113916 members 
Entering Unmasked Estep 
Score: -14421074.000000 Penalty: 5791.563477
	Iteration 38Q: 3 clusters Score -1.442107e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 114016 members 
Entering Unmasked Estep 
Score: -14421111.000000 Penalty: 5791.563477
	Iteration 39Q: 3 clusters Score -1.442111e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 114098 members 
Entering Unmasked Estep 
Score: -14421116.000000 Penalty: 5791.563477
	Iteration 40F: 3 clusters Score -1.442112e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 114170 members 
Entering Unmasked Estep 
Score: -14421138.000000 Penalty: 5791.563477
	Iteration 41Q: 3 clusters Score -1.442114e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 114239 members 
Entering Unmasked Estep 
Score: -14421145.000000 Penalty: 5791.563477
	Iteration 42Q: 3 clusters Score -1.442114e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 114298 members 
Entering Unmasked Estep 
Score: -14421159.000000 Penalty: 5791.563477
	Iteration 43Q: 3 clusters Score -1.442116e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 114349 members 
Entering Unmasked Estep 
Score: -14421159.000000 Penalty: 5791.563477
	Iteration 44Q: 3 clusters Score -1.442116e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 114403 members 
Entering Unmasked Estep 
Score: -14421175.000000 Penalty: 5791.563477
	Iteration 45Q: 3 clusters Score -1.442118e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 114461 members 
Entering Unmasked Estep 
Score: -14421187.000000 Penalty: 5791.563477
	Iteration 46Q: 3 clusters Score -1.442119e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 114505 members 
Entering Unmasked Estep 
Score: -14421211.000000 Penalty: 5791.563477
	Iteration 47Q: 3 clusters Score -1.442121e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 114540 members 
Entering Unmasked Estep 
Score: -14421203.000000 Penalty: 5791.563477
	Iteration 48Q: 3 clusters Score -1.44212e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 114563 members 
Entering Unmasked Estep 
Score: -14421209.000000 Penalty: 5791.563477
	Iteration 49Q: 3 clusters Score -1.442121e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 114589 members 
Entering Unmasked Estep 
Score: -14421209.000000 Penalty: 5791.563477
	Iteration 50Q: 3 clusters Score -1.442121e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 114613 members 
Entering Unmasked Estep 
Score: -14421220.000000 Penalty: 5791.563477
	Iteration 51Q: 3 clusters Score -1.442122e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 114636 members 
Entering Unmasked Estep 
Score: -14421228.000000 Penalty: 5791.563477
	Iteration 52Q: 3 clusters Score -1.442123e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 114649 members 
Entering Unmasked Estep 
Score: -14421244.000000 Penalty: 5791.563477
	Iteration 53Q: 3 clusters Score -1.442124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 114661 members 
Entering Unmasked Estep 
Score: -14421252.000000 Penalty: 5791.563477
	Iteration 54Q: 3 clusters Score -1.442125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 114675 members 
Entering Unmasked Estep 
Score: -14421249.000000 Penalty: 5791.563477
	Iteration 55Q: 3 clusters Score -1.442125e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 114694 members 
Entering Unmasked Estep 
Score: -14421242.000000 Penalty: 5791.563477
	Iteration 56Q: 3 clusters Score -1.442124e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 114711 members 
Entering Unmasked Estep 
Score: -14421233.000000 Penalty: 5791.563477
	Iteration 57Q: 3 clusters Score -1.442123e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 114731 members 
Entering Unmasked Estep 
Score: -14421239.000000 Penalty: 5791.563477
	Iteration 58Q: 3 clusters Score -1.442124e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 114756 members 
Entering Unmasked Estep 
Score: -14421247.000000 Penalty: 5791.563477
	Iteration 59Q: 3 clusters Score -1.442125e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 114770 members 
Entering Unmasked Estep 
Score: -14421231.000000 Penalty: 5791.563477
	Iteration 60F: 3 clusters Score -1.442123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 114778 members 
Entering Unmasked Estep 
Score: -14421231.000000 Penalty: 5791.563477
	Iteration 61Q: 3 clusters Score -1.442123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 114781 members 
Entering Unmasked Estep 
Score: -14421242.000000 Penalty: 5791.563477
	Iteration 62Q: 3 clusters Score -1.442124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 114784 members 
Entering Unmasked Estep 
Score: -14421235.000000 Penalty: 5791.563477
	Iteration 63Q: 3 clusters Score -1.442124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 114790 members 
Entering Unmasked Estep 
Score: -14421236.000000 Penalty: 5791.563477
	Iteration 64Q: 3 clusters Score -1.442124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 114797 members 
Entering Unmasked Estep 
Score: -14421235.000000 Penalty: 5791.563477
	Iteration 65Q: 3 clusters Score -1.442124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 114804 members 
Entering Unmasked Estep 
Score: -14421231.000000 Penalty: 5791.563477
	Iteration 66Q: 3 clusters Score -1.442123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 114811 members 
Entering Unmasked Estep 
Score: -14421236.000000 Penalty: 5791.563477
	Iteration 67Q: 3 clusters Score -1.442124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 114816 members 
Entering Unmasked Estep 
Score: -14421239.000000 Penalty: 5791.563477
	Iteration 68Q: 3 clusters Score -1.442124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 114827 members 
Entering Unmasked Estep 
Score: -14421252.000000 Penalty: 5791.563477
	Iteration 69Q: 3 clusters Score -1.442125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 114835 members 
Entering Unmasked Estep 
Score: -14421241.000000 Penalty: 5791.563477
	Iteration 70Q: 3 clusters Score -1.442124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 114840 members 
Entering Unmasked Estep 
Score: -14421254.000000 Penalty: 5791.563477
	Iteration 71Q: 3 clusters Score -1.442125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 114842 members 
Entering Unmasked Estep 
Score: -14421252.000000 Penalty: 5791.563477
	Iteration 72Q: 3 clusters Score -1.442125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 114846 members 
Entering Unmasked Estep 
Score: -14421258.000000 Penalty: 5791.563477
	Iteration 73Q: 3 clusters Score -1.442126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 114848 members 
Entering Unmasked Estep 
Score: -14421251.000000 Penalty: 5791.563477
	Iteration 74Q: 3 clusters Score -1.442125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 114848 members 
Entering Unmasked Estep 
Score: -14421251.000000 Penalty: 5791.563477
	Iteration 75F: 3 clusters Score -1.442125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -294046.531250 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -294046.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -291032.156250 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -291032.2 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -291608.593750 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -291608.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -291768.406250 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -291768.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -291867.406250 Penalty: 3917.059082
	Iteration 3Q: 3 clusters Score -291867.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -291940.687500 Penalty: 3917.059082
	Iteration 4Q: 3 clusters Score -291940.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -291984.250000 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -291984.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -292017.843750 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -292017.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -292050.500000 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -292050.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -292080.000000 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -292080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -292103.531250 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -292103.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -292121.437500 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -292121.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -292137.781250 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -292137.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -292153.000000 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -292153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -292163.875000 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -292163.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -292175.000000 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -292175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -292185.718750 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -292185.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -292199.906250 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -292199.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -292223.718750 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -292223.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -292243.187500 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -292243.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -292265.093750 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -292265.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -292281.281250 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -292281.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -292301.218750 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -292301.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -292315.968750 Penalty: 3917.059082
	Iteration 22Q: 3 clusters Score -292316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -292329.906250 Penalty: 3917.059082
	Iteration 23Q: 3 clusters Score -292329.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -292344.781250 Penalty: 3917.059082
	Iteration 24Q: 3 clusters Score -292344.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -292359.593750 Penalty: 3917.059082
	Iteration 25Q: 3 clusters Score -292359.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -292374.375000 Penalty: 3917.059082
	Iteration 26Q: 3 clusters Score -292374.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -292392.968750 Penalty: 3917.059082
	Iteration 27Q: 3 clusters Score -292393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -292419.656250 Penalty: 3917.059082
	Iteration 28Q: 3 clusters Score -292419.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -292450.187500 Penalty: 3917.059082
	Iteration 29Q: 3 clusters Score -292450.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -292481.375000 Penalty: 3917.059082
	Iteration 30Q: 3 clusters Score -292481.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -292510.656250 Penalty: 3917.059082
	Iteration 31Q: 3 clusters Score -292510.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -292532.093750 Penalty: 3917.059082
	Iteration 32Q: 3 clusters Score -292532.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -292558.781250 Penalty: 3917.059082
	Iteration 33Q: 3 clusters Score -292558.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -292582.468750 Penalty: 3917.059082
	Iteration 34Q: 3 clusters Score -292582.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -292597.843750 Penalty: 3917.059082
	Iteration 35Q: 3 clusters Score -292597.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -292613.500000 Penalty: 3917.059082
	Iteration 36Q: 3 clusters Score -292613.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -292629.000000 Penalty: 3917.059082
	Iteration 37Q: 3 clusters Score -292629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -292644.343750 Penalty: 3917.059082
	Iteration 38Q: 3 clusters Score -292644.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -292655.218750 Penalty: 3917.059082
	Iteration 39Q: 3 clusters Score -292655.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -292663.125000 Penalty: 3917.059082
	Iteration 40F: 3 clusters Score -292663.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -292668.687500 Penalty: 3917.059082
	Iteration 41Q: 3 clusters Score -292668.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -292673.468750 Penalty: 3917.059082
	Iteration 42Q: 3 clusters Score -292673.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -292676.687500 Penalty: 3917.059082
	Iteration 43Q: 3 clusters Score -292676.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -292682.218750 Penalty: 3917.059082
	Iteration 44Q: 3 clusters Score -292682.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -292689.500000 Penalty: 3917.059082
	Iteration 45Q: 3 clusters Score -292689.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -292695.937500 Penalty: 3917.059082
	Iteration 46Q: 3 clusters Score -292695.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -292699.875000 Penalty: 3917.059082
	Iteration 47Q: 3 clusters Score -292699.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -292702.750000 Penalty: 3917.059082
	Iteration 48Q: 3 clusters Score -292702.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -292706.343750 Penalty: 3917.059082
	Iteration 49Q: 3 clusters Score -292706.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -292708.687500 Penalty: 3917.059082
	Iteration 50Q: 3 clusters Score -292708.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -292711.687500 Penalty: 3917.059082
	Iteration 51Q: 3 clusters Score -292711.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -292715.375000 Penalty: 3917.059082
	Iteration 52Q: 3 clusters Score -292715.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -292717.062500 Penalty: 3917.059082
	Iteration 53Q: 3 clusters Score -292717.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -292719.093750 Penalty: 3917.059082
	Iteration 54Q: 3 clusters Score -292719.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -292721.218750 Penalty: 3917.059082
	Iteration 55Q: 3 clusters Score -292721.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -292724.625000 Penalty: 3917.059082
	Iteration 56Q: 3 clusters Score -292724.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -292726.656250 Penalty: 3917.059082
	Iteration 57Q: 3 clusters Score -292726.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -292728.343750 Penalty: 3917.059082
	Iteration 58Q: 3 clusters Score -292728.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -292729.406250 Penalty: 3917.059082
	Iteration 59Q: 3 clusters Score -292729.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -292730.531250 Penalty: 3917.059082
	Iteration 60F: 3 clusters Score -292730.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -292731.593750 Penalty: 3917.059082
	Iteration 61Q: 3 clusters Score -292731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -292731.343750 Penalty: 3917.059082
	Iteration 62Q: 3 clusters Score -292731.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -292731.343750 Penalty: 3917.059082
	Iteration 63F: 3 clusters Score -292731.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Entering Unmasked Estep 
Score: -3218395.000000 Penalty: 2522.880127
	Iteration 0F: 2 clusters Score -3218395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -3200281.000000 Penalty: 5045.760254
	Iteration 0F: 3 clusters Score -3200281 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3206605.000000 Penalty: 5045.760254
	Iteration 1F: 3 clusters Score -3206605 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3207068.000000 Penalty: 5045.760254
	Iteration 2Q: 3 clusters Score -3207068 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3207589.750000 Penalty: 5045.760254
	Iteration 3Q: 3 clusters Score -3207590 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -3208232.500000 Penalty: 5045.760254
	Iteration 4Q: 3 clusters Score -3208232 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3208953.500000 Penalty: 5045.760254
	Iteration 5Q: 3 clusters Score -3208954 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -3209886.750000 Penalty: 5045.760254
	Iteration 6Q: 3 clusters Score -3209887 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -3210959.500000 Penalty: 5045.760254
	Iteration 7F: 3 clusters Score -3210960 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -3212030.750000 Penalty: 5045.760254
	Iteration 8Q: 3 clusters Score -3212031 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -3212966.000000 Penalty: 5045.760254
	Iteration 9Q: 3 clusters Score -3212966 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -3213749.750000 Penalty: 5045.760254
	Iteration 10Q: 3 clusters Score -3213750 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3214381.750000 Penalty: 5045.760254
	Iteration 11Q: 3 clusters Score -3214382 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -3214853.000000 Penalty: 5045.760254
	Iteration 12Q: 3 clusters Score -3214853 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -3215199.000000 Penalty: 5045.760254
	Iteration 13Q: 3 clusters Score -3215199 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3215468.750000 Penalty: 5045.760254
	Iteration 14Q: 3 clusters Score -3215469 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3215665.250000 Penalty: 5045.760254
	Iteration 15Q: 3 clusters Score -3215665 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3215809.000000 Penalty: 5045.760254
	Iteration 16Q: 3 clusters Score -3215809 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3215906.000000 Penalty: 5045.760254
	Iteration 17Q: 3 clusters Score -3215906 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -3215985.500000 Penalty: 5045.760254
	Iteration 18Q: 3 clusters Score -3215986 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3216028.500000 Penalty: 5045.760254
	Iteration 19Q: 3 clusters Score -3216028 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3216075.000000 Penalty: 5045.760254
	Iteration 20F: 3 clusters Score -3216075 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3216111.000000 Penalty: 5045.760254
	Iteration 21Q: 3 clusters Score -3216111 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -3216139.000000 Penalty: 5045.760254
	Iteration 22Q: 3 clusters Score -3216139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -3216176.000000 Penalty: 5045.760254
	Iteration 23Q: 3 clusters Score -3216176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -3216188.000000 Penalty: 5045.760254
	Iteration 24Q: 3 clusters Score -3216188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3216203.250000 Penalty: 5045.760254
	Iteration 25Q: 3 clusters Score -3216203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3216215.750000 Penalty: 5045.760254
	Iteration 26Q: 3 clusters Score -3216216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -3216216.750000 Penalty: 5045.760254
	Iteration 27Q: 3 clusters Score -3216217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -3216224.250000 Penalty: 5045.760254
	Iteration 28Q: 3 clusters Score -3216224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -3216222.750000 Penalty: 5045.760254
	Iteration 29Q: 3 clusters Score -3216223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3216230.750000 Penalty: 5045.760254
	Iteration 30Q: 3 clusters Score -3216231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3216231.000000 Penalty: 5045.760254
	Iteration 31Q: 3 clusters Score -3216231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3216241.750000 Penalty: 5045.760254
	Iteration 32Q: 3 clusters Score -3216242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -3216243.000000 Penalty: 5045.760254
	Iteration 33Q: 3 clusters Score -3216243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -3216246.250000 Penalty: 5045.760254
	Iteration 34Q: 3 clusters Score -3216246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -3216246.250000 Penalty: 5045.760254
	Iteration 35F: 3 clusters Score -3216246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (229682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229682 members 
Entering Unmasked Estep 
Score: -27851276.000000 Penalty: 3061.423828
	Iteration 0F: 2 clusters Score -2.785128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114941 members 
Mstep: Class 2 contains 114741 members 
Entering Unmasked Estep 
Score: -27703902.000000 Penalty: 6122.847656
	Iteration 0F: 3 clusters Score -2.77039e+07 nChanged 110772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118077 members 
Mstep: Class 2 contains 111605 members 
Entering Unmasked Estep 
Score: -27769706.000000 Penalty: 6122.847656
	Iteration 1F: 3 clusters Score -2.776971e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119605 members 
Mstep: Class 2 contains 110077 members 
Entering Unmasked Estep 
Score: -27771094.000000 Penalty: 6122.847656
	Iteration 2Q: 3 clusters Score -2.777109e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122099 members 
Mstep: Class 2 contains 107583 members 
Entering Unmasked Estep 
Score: -27772822.000000 Penalty: 6122.847656
	Iteration 3Q: 3 clusters Score -2.777282e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126079 members 
Mstep: Class 2 contains 103603 members 
Entering Unmasked Estep 
Score: -27775472.000000 Penalty: 6122.847656
	Iteration 4Q: 3 clusters Score -2.777547e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132331 members 
Mstep: Class 2 contains 97351 members 
Entering Unmasked Estep 
Score: -27778828.000000 Penalty: 6122.847656
	Iteration 5Q: 3 clusters Score -2.777883e+07 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141765 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -27784866.000000 Penalty: 6122.847656
	Iteration 6F: 3 clusters Score -2.778487e+07 nChanged 14619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154710 members 
Mstep: Class 2 contains 74972 members 
Entering Unmasked Estep 
Score: -27794816.000000 Penalty: 6122.847656
	Iteration 7F: 3 clusters Score -2.779482e+07 nChanged 16539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170151 members 
Mstep: Class 2 contains 59531 members 
Entering Unmasked Estep 
Score: -27808724.000000 Penalty: 6122.847656
	Iteration 8F: 3 clusters Score -2.780872e+07 nChanged 15746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184805 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -27823390.000000 Penalty: 6122.847656
	Iteration 9F: 3 clusters Score -2.782339e+07 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195247 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -27833444.000000 Penalty: 6122.847656
	Iteration 10F: 3 clusters Score -2.783344e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201928 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -27839104.000000 Penalty: 6122.847656
	Iteration 11Q: 3 clusters Score -2.78391e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206701 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -27841936.000000 Penalty: 6122.847656
	Iteration 12Q: 3 clusters Score -2.784194e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210441 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -27843698.000000 Penalty: 6122.847656
	Iteration 13Q: 3 clusters Score -2.78437e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213444 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -27844964.000000 Penalty: 6122.847656
	Iteration 14Q: 3 clusters Score -2.784496e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215846 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -27846108.000000 Penalty: 6122.847656
	Iteration 15Q: 3 clusters Score -2.784611e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217845 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -27847042.000000 Penalty: 6122.847656
	Iteration 16Q: 3 clusters Score -2.784704e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219453 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -27847896.000000 Penalty: 6122.847656
	Iteration 17Q: 3 clusters Score -2.78479e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220734 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -27848568.000000 Penalty: 6122.847656
	Iteration 18Q: 3 clusters Score -2.784857e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221692 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -27849032.000000 Penalty: 6122.847656
	Iteration 19Q: 3 clusters Score -2.784903e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222472 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -27849236.000000 Penalty: 6122.847656
	Iteration 20F: 3 clusters Score -2.784924e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223074 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -27849440.000000 Penalty: 6122.847656
	Iteration 21Q: 3 clusters Score -2.784944e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223528 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -27849642.000000 Penalty: 6122.847656
	Iteration 22Q: 3 clusters Score -2.784964e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223915 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -27849750.000000 Penalty: 6122.847656
	Iteration 23Q: 3 clusters Score -2.784975e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224232 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -27849874.000000 Penalty: 6122.847656
	Iteration 24Q: 3 clusters Score -2.784987e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224480 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -27849948.000000 Penalty: 6122.847656
	Iteration 25Q: 3 clusters Score -2.784995e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224691 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -27849962.000000 Penalty: 6122.847656
	Iteration 26Q: 3 clusters Score -2.784996e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224884 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -27850018.000000 Penalty: 6122.847656
	Iteration 27Q: 3 clusters Score -2.785002e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225039 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -27850000.000000 Penalty: 6122.847656
	Iteration 28Q: 3 clusters Score -2.785e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225161 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -27850026.000000 Penalty: 6122.847656
	Iteration 29Q: 3 clusters Score -2.785003e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225257 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -27850062.000000 Penalty: 6122.847656
	Iteration 30Q: 3 clusters Score -2.785006e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225335 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -27850100.000000 Penalty: 6122.847656
	Iteration 31Q: 3 clusters Score -2.78501e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225395 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -27850110.000000 Penalty: 6122.847656
	Iteration 32Q: 3 clusters Score -2.785011e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225437 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -27850154.000000 Penalty: 6122.847656
	Iteration 33Q: 3 clusters Score -2.785015e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225482 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -27850130.000000 Penalty: 6122.847656
	Iteration 34Q: 3 clusters Score -2.785013e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225522 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -27850092.000000 Penalty: 6122.847656
	Iteration 35Q: 3 clusters Score -2.785009e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225565 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -27850052.000000 Penalty: 6122.847656
	Iteration 36Q: 3 clusters Score -2.785005e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225591 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -27850072.000000 Penalty: 6122.847656
	Iteration 37Q: 3 clusters Score -2.785007e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225610 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -27850070.000000 Penalty: 6122.847656
	Iteration 38Q: 3 clusters Score -2.785007e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225637 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -27850050.000000 Penalty: 6122.847656
	Iteration 39Q: 3 clusters Score -2.785005e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225658 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -27850064.000000 Penalty: 6122.847656
	Iteration 40F: 3 clusters Score -2.785006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225674 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -27850080.000000 Penalty: 6122.847656
	Iteration 41Q: 3 clusters Score -2.785008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225690 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -27850056.000000 Penalty: 6122.847656
	Iteration 42Q: 3 clusters Score -2.785006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225698 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -27850066.000000 Penalty: 6122.847656
	Iteration 43Q: 3 clusters Score -2.785007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225709 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -27850072.000000 Penalty: 6122.847656
	Iteration 44Q: 3 clusters Score -2.785007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225714 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -27850066.000000 Penalty: 6122.847656
	Iteration 45Q: 3 clusters Score -2.785007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225719 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -27850054.000000 Penalty: 6122.847656
	Iteration 46Q: 3 clusters Score -2.785005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225726 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -27850082.000000 Penalty: 6122.847656
	Iteration 47Q: 3 clusters Score -2.785008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225730 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -27850086.000000 Penalty: 6122.847656
	Iteration 48Q: 3 clusters Score -2.785009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225733 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -27850084.000000 Penalty: 6122.847656
	Iteration 49Q: 3 clusters Score -2.785008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225738 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -27850080.000000 Penalty: 6122.847656
	Iteration 50Q: 3 clusters Score -2.785008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225741 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -27850058.000000 Penalty: 6122.847656
	Iteration 51Q: 3 clusters Score -2.785006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225744 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -27850072.000000 Penalty: 6122.847656
	Iteration 52Q: 3 clusters Score -2.785007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225749 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -27850080.000000 Penalty: 6122.847656
	Iteration 53Q: 3 clusters Score -2.785008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225754 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -27850070.000000 Penalty: 6122.847656
	Iteration 54Q: 3 clusters Score -2.785007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225758 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -27850070.000000 Penalty: 6122.847656
	Iteration 55Q: 3 clusters Score -2.785007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225764 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -27850086.000000 Penalty: 6122.847656
	Iteration 56Q: 3 clusters Score -2.785009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225772 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -27850086.000000 Penalty: 6122.847656
	Iteration 57Q: 3 clusters Score -2.785009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225782 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -27850100.000000 Penalty: 6122.847656
	Iteration 58Q: 3 clusters Score -2.78501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225792 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -27850114.000000 Penalty: 6122.847656
	Iteration 59Q: 3 clusters Score -2.785011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225802 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -27850132.000000 Penalty: 6122.847656
	Iteration 60F: 3 clusters Score -2.785013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225814 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -27850120.000000 Penalty: 6122.847656
	Iteration 61Q: 3 clusters Score -2.785012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225822 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -27850138.000000 Penalty: 6122.847656
	Iteration 62Q: 3 clusters Score -2.785014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225830 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -27850150.000000 Penalty: 6122.847656
	Iteration 63Q: 3 clusters Score -2.785015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225834 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -27850154.000000 Penalty: 6122.847656
	Iteration 64Q: 3 clusters Score -2.785015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225840 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -27850144.000000 Penalty: 6122.847656
	Iteration 65Q: 3 clusters Score -2.785014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225844 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -27850150.000000 Penalty: 6122.847656
	Iteration 66Q: 3 clusters Score -2.785015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225845 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -27850154.000000 Penalty: 6122.847656
	Iteration 67Q: 3 clusters Score -2.785015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225845 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -27850132.000000 Penalty: 6122.847656
	Iteration 68Q: 3 clusters Score -2.785013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225846 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -27850154.000000 Penalty: 6122.847656
	Iteration 69Q: 3 clusters Score -2.785015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225846 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -27850154.000000 Penalty: 6122.847656
	Iteration 70F: 3 clusters Score -2.785015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Entering Unmasked Estep 
Score: -440285.156250 Penalty: 2048.281494
	Iteration 0F: 2 clusters Score -440285.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -436444.156250 Penalty: 4096.562988
	Iteration 0F: 3 clusters Score -436444.2 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -437244.718750 Penalty: 4096.562988
	Iteration 1F: 3 clusters Score -437244.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -437437.687500 Penalty: 4096.562988
	Iteration 2F: 3 clusters Score -437437.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -437544.281250 Penalty: 4096.562988
	Iteration 3Q: 3 clusters Score -437544.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -437612.437500 Penalty: 4096.562988
	Iteration 4Q: 3 clusters Score -437612.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -437650.031250 Penalty: 4096.562988
	Iteration 5Q: 3 clusters Score -437650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -437687.062500 Penalty: 4096.562988
	Iteration 6Q: 3 clusters Score -437687.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -437718.562500 Penalty: 4096.562988
	Iteration 7Q: 3 clusters Score -437718.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -437743.375000 Penalty: 4096.562988
	Iteration 8Q: 3 clusters Score -437743.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -437766.906250 Penalty: 4096.562988
	Iteration 9Q: 3 clusters Score -437766.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -437788.562500 Penalty: 4096.562988
	Iteration 10Q: 3 clusters Score -437788.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -437809.093750 Penalty: 4096.562988
	Iteration 11Q: 3 clusters Score -437809.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -437833.656250 Penalty: 4096.562988
	Iteration 12Q: 3 clusters Score -437833.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -437854.968750 Penalty: 4096.562988
	Iteration 13Q: 3 clusters Score -437855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -437871.062500 Penalty: 4096.562988
	Iteration 14Q: 3 clusters Score -437871.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -437883.531250 Penalty: 4096.562988
	Iteration 15Q: 3 clusters Score -437883.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -437890.343750 Penalty: 4096.562988
	Iteration 16Q: 3 clusters Score -437890.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -437897.375000 Penalty: 4096.562988
	Iteration 17Q: 3 clusters Score -437897.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -437905.468750 Penalty: 4096.562988
	Iteration 18Q: 3 clusters Score -437905.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -437920.343750 Penalty: 4096.562988
	Iteration 19Q: 3 clusters Score -437920.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -437932.875000 Penalty: 4096.562988
	Iteration 20F: 3 clusters Score -437932.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -437943.031250 Penalty: 4096.562988
	Iteration 21Q: 3 clusters Score -437943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -437957.718750 Penalty: 4096.562988
	Iteration 22Q: 3 clusters Score -437957.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -437969.562500 Penalty: 4096.562988
	Iteration 23Q: 3 clusters Score -437969.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -437985.593750 Penalty: 4096.562988
	Iteration 24Q: 3 clusters Score -437985.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -437999.718750 Penalty: 4096.562988
	Iteration 25Q: 3 clusters Score -437999.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -438010.125000 Penalty: 4096.562988
	Iteration 26Q: 3 clusters Score -438010.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -438018.781250 Penalty: 4096.562988
	Iteration 27Q: 3 clusters Score -438018.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -438030.468750 Penalty: 4096.562988
	Iteration 28Q: 3 clusters Score -438030.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -438040.187500 Penalty: 4096.562988
	Iteration 29Q: 3 clusters Score -438040.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -438048.500000 Penalty: 4096.562988
	Iteration 30Q: 3 clusters Score -438048.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -438056.468750 Penalty: 4096.562988
	Iteration 31Q: 3 clusters Score -438056.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -438060.843750 Penalty: 4096.562988
	Iteration 32Q: 3 clusters Score -438060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -438061.531250 Penalty: 4096.562988
	Iteration 33Q: 3 clusters Score -438061.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -438061.437500 Penalty: 4096.562988
	Iteration 34Q: 3 clusters Score -438061.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -438063.718750 Penalty: 4096.562988
	Iteration 35Q: 3 clusters Score -438063.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -438066.781250 Penalty: 4096.562988
	Iteration 36Q: 3 clusters Score -438066.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -438068.687500 Penalty: 4096.562988
	Iteration 37Q: 3 clusters Score -438068.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -438070.468750 Penalty: 4096.562988
	Iteration 38Q: 3 clusters Score -438070.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -438073.406250 Penalty: 4096.562988
	Iteration 39Q: 3 clusters Score -438073.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -438076.687500 Penalty: 4096.562988
	Iteration 40F: 3 clusters Score -438076.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -438079.000000 Penalty: 4096.562988
	Iteration 41Q: 3 clusters Score -438079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -438081.468750 Penalty: 4096.562988
	Iteration 42Q: 3 clusters Score -438081.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -438083.250000 Penalty: 4096.562988
	Iteration 43Q: 3 clusters Score -438083.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -438087.000000 Penalty: 4096.562988
	Iteration 44Q: 3 clusters Score -438087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -438089.125000 Penalty: 4096.562988
	Iteration 45Q: 3 clusters Score -438089.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -438092.750000 Penalty: 4096.562988
	Iteration 46Q: 3 clusters Score -438092.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -438094.312500 Penalty: 4096.562988
	Iteration 47Q: 3 clusters Score -438094.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -438095.343750 Penalty: 4096.562988
	Iteration 48Q: 3 clusters Score -438095.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -438094.937500 Penalty: 4096.562988
	Iteration 49Q: 3 clusters Score -438094.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -438096.687500 Penalty: 4096.562988
	Iteration 50Q: 3 clusters Score -438096.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -438097.968750 Penalty: 4096.562988
	Iteration 51Q: 3 clusters Score -438098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -438099.562500 Penalty: 4096.562988
	Iteration 52Q: 3 clusters Score -438099.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -438100.531250 Penalty: 4096.562988
	Iteration 53Q: 3 clusters Score -438100.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -438101.125000 Penalty: 4096.562988
	Iteration 54Q: 3 clusters Score -438101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -438102.500000 Penalty: 4096.562988
	Iteration 55Q: 3 clusters Score -438102.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -438103.656250 Penalty: 4096.562988
	Iteration 56Q: 3 clusters Score -438103.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -438105.000000 Penalty: 4096.562988
	Iteration 57Q: 3 clusters Score -438105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -438106.593750 Penalty: 4096.562988
	Iteration 58Q: 3 clusters Score -438106.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -438107.593750 Penalty: 4096.562988
	Iteration 59Q: 3 clusters Score -438107.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -438108.625000 Penalty: 4096.562988
	Iteration 60F: 3 clusters Score -438108.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Entering Unmasked Estep 
Score: -500467.937500 Penalty: 2080.392090
	Iteration 0F: 2 clusters Score -500467.9 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 2184 members 
Entering Unmasked Estep 
Score: -496388.937500 Penalty: 4160.784180
	Iteration 0F: 3 clusters Score -496388.9 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -497288.937500 Penalty: 4160.784180
	Iteration 1F: 3 clusters Score -497288.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -497482.250000 Penalty: 4160.784180
	Iteration 2F: 3 clusters Score -497482.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -497602.125000 Penalty: 4160.784180
	Iteration 3Q: 3 clusters Score -497602.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -497674.062500 Penalty: 4160.784180
	Iteration 4Q: 3 clusters Score -497674.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -497749.750000 Penalty: 4160.784180
	Iteration 5Q: 3 clusters Score -497749.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -497821.750000 Penalty: 4160.784180
	Iteration 6Q: 3 clusters Score -497821.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -497872.343750 Penalty: 4160.784180
	Iteration 7Q: 3 clusters Score -497872.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -497905.593750 Penalty: 4160.784180
	Iteration 8Q: 3 clusters Score -497905.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -497929.812500 Penalty: 4160.784180
	Iteration 9Q: 3 clusters Score -497929.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -497951.937500 Penalty: 4160.784180
	Iteration 10Q: 3 clusters Score -497951.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -497969.125000 Penalty: 4160.784180
	Iteration 11Q: 3 clusters Score -497969.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -497988.656250 Penalty: 4160.784180
	Iteration 12Q: 3 clusters Score -497988.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -498008.812500 Penalty: 4160.784180
	Iteration 13Q: 3 clusters Score -498008.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -498025.468750 Penalty: 4160.784180
	Iteration 14Q: 3 clusters Score -498025.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -498039.250000 Penalty: 4160.784180
	Iteration 15Q: 3 clusters Score -498039.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -498053.250000 Penalty: 4160.784180
	Iteration 16Q: 3 clusters Score -498053.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -498067.031250 Penalty: 4160.784180
	Iteration 17Q: 3 clusters Score -498067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -498077.187500 Penalty: 4160.784180
	Iteration 18Q: 3 clusters Score -498077.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -498086.750000 Penalty: 4160.784180
	Iteration 19Q: 3 clusters Score -498086.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -498098.593750 Penalty: 4160.784180
	Iteration 20F: 3 clusters Score -498098.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -498110.875000 Penalty: 4160.784180
	Iteration 21Q: 3 clusters Score -498110.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -498126.843750 Penalty: 4160.784180
	Iteration 22Q: 3 clusters Score -498126.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -498142.750000 Penalty: 4160.784180
	Iteration 23Q: 3 clusters Score -498142.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -498154.343750 Penalty: 4160.784180
	Iteration 24Q: 3 clusters Score -498154.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -498166.437500 Penalty: 4160.784180
	Iteration 25Q: 3 clusters Score -498166.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -498172.625000 Penalty: 4160.784180
	Iteration 26Q: 3 clusters Score -498172.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -498181.156250 Penalty: 4160.784180
	Iteration 27Q: 3 clusters Score -498181.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -498192.937500 Penalty: 4160.784180
	Iteration 28Q: 3 clusters Score -498192.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -498205.187500 Penalty: 4160.784180
	Iteration 29Q: 3 clusters Score -498205.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -498218.937500 Penalty: 4160.784180
	Iteration 30Q: 3 clusters Score -498218.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -498226.656250 Penalty: 4160.784180
	Iteration 31Q: 3 clusters Score -498226.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -498236.468750 Penalty: 4160.784180
	Iteration 32Q: 3 clusters Score -498236.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -498244.656250 Penalty: 4160.784180
	Iteration 33Q: 3 clusters Score -498244.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -498252.875000 Penalty: 4160.784180
	Iteration 34Q: 3 clusters Score -498252.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -498257.750000 Penalty: 4160.784180
	Iteration 35Q: 3 clusters Score -498257.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -498262.000000 Penalty: 4160.784180
	Iteration 36Q: 3 clusters Score -498262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -498269.531250 Penalty: 4160.784180
	Iteration 37Q: 3 clusters Score -498269.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -498276.312500 Penalty: 4160.784180
	Iteration 38Q: 3 clusters Score -498276.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -498281.125000 Penalty: 4160.784180
	Iteration 39Q: 3 clusters Score -498281.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -498286.406250 Penalty: 4160.784180
	Iteration 40F: 3 clusters Score -498286.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -498290.000000 Penalty: 4160.784180
	Iteration 41Q: 3 clusters Score -498290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -498291.500000 Penalty: 4160.784180
	Iteration 42Q: 3 clusters Score -498291.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -498291.875000 Penalty: 4160.784180
	Iteration 43Q: 3 clusters Score -498291.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -498293.593750 Penalty: 4160.784180
	Iteration 44Q: 3 clusters Score -498293.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -498293.343750 Penalty: 4160.784180
	Iteration 45Q: 3 clusters Score -498293.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -498294.062500 Penalty: 4160.784180
	Iteration 46Q: 3 clusters Score -498294.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -498293.968750 Penalty: 4160.784180
	Iteration 47Q: 3 clusters Score -498294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -498294.343750 Penalty: 4160.784180
	Iteration 48Q: 3 clusters Score -498294.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -498296.437500 Penalty: 4160.784180
	Iteration 49Q: 3 clusters Score -498296.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -498296.343750 Penalty: 4160.784180
	Iteration 50Q: 3 clusters Score -498296.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -498300.031250 Penalty: 4160.784180
	Iteration 51Q: 3 clusters Score -498300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -498302.937500 Penalty: 4160.784180
	Iteration 52Q: 3 clusters Score -498302.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -498305.906250 Penalty: 4160.784180
	Iteration 53Q: 3 clusters Score -498305.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -498312.625000 Penalty: 4160.784180
	Iteration 54Q: 3 clusters Score -498312.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -498316.000000 Penalty: 4160.784180
	Iteration 55Q: 3 clusters Score -498316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -498320.156250 Penalty: 4160.784180
	Iteration 56Q: 3 clusters Score -498320.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -498323.656250 Penalty: 4160.784180
	Iteration 57Q: 3 clusters Score -498323.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -498327.906250 Penalty: 4160.784180
	Iteration 58Q: 3 clusters Score -498327.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -498330.187500 Penalty: 4160.784180
	Iteration 59Q: 3 clusters Score -498330.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -498332.656250 Penalty: 4160.784180
	Iteration 60F: 3 clusters Score -498332.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -498337.468750 Penalty: 4160.784180
	Iteration 61Q: 3 clusters Score -498337.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -498342.968750 Penalty: 4160.784180
	Iteration 62Q: 3 clusters Score -498343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -498350.343750 Penalty: 4160.784180
	Iteration 63Q: 3 clusters Score -498350.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -498358.375000 Penalty: 4160.784180
	Iteration 64Q: 3 clusters Score -498358.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -498365.218750 Penalty: 4160.784180
	Iteration 65Q: 3 clusters Score -498365.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -498368.843750 Penalty: 4160.784180
	Iteration 66Q: 3 clusters Score -498368.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -498371.968750 Penalty: 4160.784180
	Iteration 67Q: 3 clusters Score -498372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -498376.000000 Penalty: 4160.784180
	Iteration 68Q: 3 clusters Score -498376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -498377.968750 Penalty: 4160.784180
	Iteration 69Q: 3 clusters Score -498378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -498379.343750 Penalty: 4160.784180
	Iteration 70Q: 3 clusters Score -498379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -498379.093750 Penalty: 4160.784180
	Iteration 71Q: 3 clusters Score -498379.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -498379.093750 Penalty: 4160.784180
	Iteration 72F: 3 clusters Score -498379.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Entering Unmasked Estep 
Score: -4376026.500000 Penalty: 2598.122803
	Iteration 0F: 2 clusters Score -4376026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -4351929.500000 Penalty: 5196.245605
	Iteration 0F: 3 clusters Score -4351930 nChanged 16162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4360810.000000 Penalty: 5196.245605
	Iteration 1F: 3 clusters Score -4360810 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -4361407.500000 Penalty: 5196.245605
	Iteration 2Q: 3 clusters Score -4361408 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -4362109.500000 Penalty: 5196.245605
	Iteration 3Q: 3 clusters Score -4362110 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4362879.500000 Penalty: 5196.245605
	Iteration 4Q: 3 clusters Score -4362880 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -4363846.500000 Penalty: 5196.245605
	Iteration 5F: 3 clusters Score -4363846 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -4365185.500000 Penalty: 5196.245605
	Iteration 6F: 3 clusters Score -4365186 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -4367043.500000 Penalty: 5196.245605
	Iteration 7F: 3 clusters Score -4367044 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -4369254.000000 Penalty: 5196.245605
	Iteration 8F: 3 clusters Score -4369254 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -4371127.000000 Penalty: 5196.245605
	Iteration 9F: 3 clusters Score -4371127 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -4372036.500000 Penalty: 5196.245605
	Iteration 10Q: 3 clusters Score -4372036 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -4372361.000000 Penalty: 5196.245605
	Iteration 11Q: 3 clusters Score -4372361 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -4372507.000000 Penalty: 5196.245605
	Iteration 12Q: 3 clusters Score -4372507 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -4372603.000000 Penalty: 5196.245605
	Iteration 13Q: 3 clusters Score -4372603 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -4372653.500000 Penalty: 5196.245605
	Iteration 14Q: 3 clusters Score -4372654 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -4372746.500000 Penalty: 5196.245605
	Iteration 15Q: 3 clusters Score -4372746 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -4372811.000000 Penalty: 5196.245605
	Iteration 16Q: 3 clusters Score -4372811 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -4372881.000000 Penalty: 5196.245605
	Iteration 17Q: 3 clusters Score -4372881 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -4372913.500000 Penalty: 5196.245605
	Iteration 18Q: 3 clusters Score -4372914 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -4372974.000000 Penalty: 5196.245605
	Iteration 19Q: 3 clusters Score -4372974 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -4373035.000000 Penalty: 5196.245605
	Iteration 20F: 3 clusters Score -4373035 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -4373082.000000 Penalty: 5196.245605
	Iteration 21Q: 3 clusters Score -4373082 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -4373129.000000 Penalty: 5196.245605
	Iteration 22Q: 3 clusters Score -4373129 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -4373175.500000 Penalty: 5196.245605
	Iteration 23Q: 3 clusters Score -4373176 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -4373211.500000 Penalty: 5196.245605
	Iteration 24Q: 3 clusters Score -4373212 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -4373270.000000 Penalty: 5196.245605
	Iteration 25Q: 3 clusters Score -4373270 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -4373294.000000 Penalty: 5196.245605
	Iteration 26Q: 3 clusters Score -4373294 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -4373327.500000 Penalty: 5196.245605
	Iteration 27Q: 3 clusters Score -4373328 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -4373340.000000 Penalty: 5196.245605
	Iteration 28Q: 3 clusters Score -4373340 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -4373375.500000 Penalty: 5196.245605
	Iteration 29Q: 3 clusters Score -4373376 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -4373395.000000 Penalty: 5196.245605
	Iteration 30Q: 3 clusters Score -4373395 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -4373418.500000 Penalty: 5196.245605
	Iteration 31Q: 3 clusters Score -4373418 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -4373448.500000 Penalty: 5196.245605
	Iteration 32Q: 3 clusters Score -4373448 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -4373467.000000 Penalty: 5196.245605
	Iteration 33Q: 3 clusters Score -4373467 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -4373500.000000 Penalty: 5196.245605
	Iteration 34Q: 3 clusters Score -4373500 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4373515.000000 Penalty: 5196.245605
	Iteration 35Q: 3 clusters Score -4373515 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -4373541.000000 Penalty: 5196.245605
	Iteration 36Q: 3 clusters Score -4373541 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -4373558.500000 Penalty: 5196.245605
	Iteration 37Q: 3 clusters Score -4373558 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -4373564.500000 Penalty: 5196.245605
	Iteration 38Q: 3 clusters Score -4373564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -4373588.500000 Penalty: 5196.245605
	Iteration 39Q: 3 clusters Score -4373588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -4373592.500000 Penalty: 5196.245605
	Iteration 40F: 3 clusters Score -4373592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -4373600.000000 Penalty: 5196.245605
	Iteration 41Q: 3 clusters Score -4373600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -4373597.500000 Penalty: 5196.245605
	Iteration 42Q: 3 clusters Score -4373598 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -4373630.000000 Penalty: 5196.245605
	Iteration 43Q: 3 clusters Score -4373630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -4373639.000000 Penalty: 5196.245605
	Iteration 44Q: 3 clusters Score -4373639 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -4373646.500000 Penalty: 5196.245605
	Iteration 45Q: 3 clusters Score -4373646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -4373650.000000 Penalty: 5196.245605
	Iteration 46Q: 3 clusters Score -4373650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4373666.500000 Penalty: 5196.245605
	Iteration 47Q: 3 clusters Score -4373666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -4373670.500000 Penalty: 5196.245605
	Iteration 48Q: 3 clusters Score -4373670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -4373681.000000 Penalty: 5196.245605
	Iteration 49Q: 3 clusters Score -4373681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -4373701.500000 Penalty: 5196.245605
	Iteration 50Q: 3 clusters Score -4373702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -4373709.000000 Penalty: 5196.245605
	Iteration 51Q: 3 clusters Score -4373709 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -4373718.500000 Penalty: 5196.245605
	Iteration 52Q: 3 clusters Score -4373718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -4373730.500000 Penalty: 5196.245605
	Iteration 53Q: 3 clusters Score -4373730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -4373726.500000 Penalty: 5196.245605
	Iteration 54Q: 3 clusters Score -4373726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -4373760.000000 Penalty: 5196.245605
	Iteration 55Q: 3 clusters Score -4373760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -4373767.000000 Penalty: 5196.245605
	Iteration 56Q: 3 clusters Score -4373767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -4373778.500000 Penalty: 5196.245605
	Iteration 57Q: 3 clusters Score -4373778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -4373791.500000 Penalty: 5196.245605
	Iteration 58Q: 3 clusters Score -4373792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -4373796.000000 Penalty: 5196.245605
	Iteration 59Q: 3 clusters Score -4373796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -4373815.000000 Penalty: 5196.245605
	Iteration 60F: 3 clusters Score -4373815 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -4373821.500000 Penalty: 5196.245605
	Iteration 61Q: 3 clusters Score -4373822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -4373833.500000 Penalty: 5196.245605
	Iteration 62Q: 3 clusters Score -4373834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -4373845.500000 Penalty: 5196.245605
	Iteration 63Q: 3 clusters Score -4373846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -4373855.000000 Penalty: 5196.245605
	Iteration 64Q: 3 clusters Score -4373855 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -4373875.000000 Penalty: 5196.245605
	Iteration 65Q: 3 clusters Score -4373875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -4373892.000000 Penalty: 5196.245605
	Iteration 66Q: 3 clusters Score -4373892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -4373893.500000 Penalty: 5196.245605
	Iteration 67Q: 3 clusters Score -4373894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -4373896.500000 Penalty: 5196.245605
	Iteration 68Q: 3 clusters Score -4373896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -4373903.500000 Penalty: 5196.245605
	Iteration 69Q: 3 clusters Score -4373904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -4373912.000000 Penalty: 5196.245605
	Iteration 70Q: 3 clusters Score -4373912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4373914.500000 Penalty: 5196.245605
	Iteration 71Q: 3 clusters Score -4373914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -4373916.000000 Penalty: 5196.245605
	Iteration 72Q: 3 clusters Score -4373916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -4373919.500000 Penalty: 5196.245605
	Iteration 73Q: 3 clusters Score -4373920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -4373916.500000 Penalty: 5196.245605
	Iteration 74Q: 3 clusters Score -4373916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -4373921.500000 Penalty: 5196.245605
	Iteration 75Q: 3 clusters Score -4373922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -4373921.000000 Penalty: 5196.245605
	Iteration 76Q: 3 clusters Score -4373921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -4373924.000000 Penalty: 5196.245605
	Iteration 77Q: 3 clusters Score -4373924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -4373926.000000 Penalty: 5196.245605
	Iteration 78Q: 3 clusters Score -4373926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -4373925.500000 Penalty: 5196.245605
	Iteration 79Q: 3 clusters Score -4373926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -4373927.000000 Penalty: 5196.245605
	Iteration 80F: 3 clusters Score -4373927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -4373928.000000 Penalty: 5196.245605
	Iteration 81Q: 3 clusters Score -4373928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -4373928.000000 Penalty: 5196.245605
	Iteration 82Q: 3 clusters Score -4373928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -4373931.500000 Penalty: 5196.245605
	Iteration 83Q: 3 clusters Score -4373932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -4373933.000000 Penalty: 5196.245605
	Iteration 84Q: 3 clusters Score -4373933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -4373937.000000 Penalty: 5196.245605
	Iteration 85Q: 3 clusters Score -4373937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -4373947.000000 Penalty: 5196.245605
	Iteration 86Q: 3 clusters Score -4373947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -4373948.500000 Penalty: 5196.245605
	Iteration 87Q: 3 clusters Score -4373948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -4373950.000000 Penalty: 5196.245605
	Iteration 88Q: 3 clusters Score -4373950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -4373955.500000 Penalty: 5196.245605
	Iteration 89Q: 3 clusters Score -4373956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -4373961.000000 Penalty: 5196.245605
	Iteration 90Q: 3 clusters Score -4373961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -4373965.000000 Penalty: 5196.245605
	Iteration 91Q: 3 clusters Score -4373965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -4373965.500000 Penalty: 5196.245605
	Iteration 92Q: 3 clusters Score -4373966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -4373973.000000 Penalty: 5196.245605
	Iteration 93Q: 3 clusters Score -4373973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -4373977.500000 Penalty: 5196.245605
	Iteration 94Q: 3 clusters Score -4373978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -4373979.500000 Penalty: 5196.245605
	Iteration 95Q: 3 clusters Score -4373980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -4373977.500000 Penalty: 5196.245605
	Iteration 96Q: 3 clusters Score -4373978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -4373984.000000 Penalty: 5196.245605
	Iteration 97Q: 3 clusters Score -4373984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -4373981.000000 Penalty: 5196.245605
	Iteration 98Q: 3 clusters Score -4373981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -4373981.500000 Penalty: 5196.245605
	Iteration 99Q: 3 clusters Score -4373982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -4373978.500000 Penalty: 5196.245605
	Iteration 100F: 3 clusters Score -4373978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -4373975.000000 Penalty: 5196.245605
	Iteration 101Q: 3 clusters Score -4373975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -4373983.000000 Penalty: 5196.245605
	Iteration 102Q: 3 clusters Score -4373983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -4373980.500000 Penalty: 5196.245605
	Iteration 103Q: 3 clusters Score -4373980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -4373984.000000 Penalty: 5196.245605
	Iteration 104Q: 3 clusters Score -4373984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -4373984.000000 Penalty: 5196.245605
	Iteration 105Q: 3 clusters Score -4373984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -4373992.000000 Penalty: 5196.245605
	Iteration 106Q: 3 clusters Score -4373992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -4373987.500000 Penalty: 5196.245605
	Iteration 107Q: 3 clusters Score -4373988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -4373986.000000 Penalty: 5196.245605
	Iteration 108Q: 3 clusters Score -4373986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -4373990.000000 Penalty: 5196.245605
	Iteration 109Q: 3 clusters Score -4373990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -4373990.500000 Penalty: 5196.245605
	Iteration 110Q: 3 clusters Score -4373990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -4373990.500000 Penalty: 5196.245605
	Iteration 111F: 3 clusters Score -4373990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (219525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219525 members 
Entering Unmasked Estep 
Score: -26684620.000000 Penalty: 3050.206787
	Iteration 0F: 2 clusters Score -2.668462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109669 members 
Mstep: Class 2 contains 109856 members 
Entering Unmasked Estep 
Score: -26542868.000000 Penalty: 6100.413574
	Iteration 0F: 3 clusters Score -2.654287e+07 nChanged 105685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109638 members 
Mstep: Class 2 contains 109887 members 
Entering Unmasked Estep 
Score: -26604580.000000 Penalty: 6100.413574
	Iteration 1F: 3 clusters Score -2.660458e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109366 members 
Mstep: Class 2 contains 110159 members 
Entering Unmasked Estep 
Score: -26605544.000000 Penalty: 6100.413574
	Iteration 2Q: 3 clusters Score -2.660554e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108884 members 
Mstep: Class 2 contains 110641 members 
Entering Unmasked Estep 
Score: -26606566.000000 Penalty: 6100.413574
	Iteration 3Q: 3 clusters Score -2.660657e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107975 members 
Mstep: Class 2 contains 111550 members 
Entering Unmasked Estep 
Score: -26607556.000000 Penalty: 6100.413574
	Iteration 4Q: 3 clusters Score -2.660756e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106541 members 
Mstep: Class 2 contains 112984 members 
Entering Unmasked Estep 
Score: -26608772.000000 Penalty: 6100.413574
	Iteration 5Q: 3 clusters Score -2.660877e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104472 members 
Mstep: Class 2 contains 115053 members 
Entering Unmasked Estep 
Score: -26610982.000000 Penalty: 6100.413574
	Iteration 6Q: 3 clusters Score -2.661098e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101546 members 
Mstep: Class 2 contains 117979 members 
Entering Unmasked Estep 
Score: -26614232.000000 Penalty: 6100.413574
	Iteration 7Q: 3 clusters Score -2.661423e+07 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97730 members 
Mstep: Class 2 contains 121795 members 
Entering Unmasked Estep 
Score: -26619218.000000 Penalty: 6100.413574
	Iteration 8Q: 3 clusters Score -2.661922e+07 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93452 members 
Mstep: Class 2 contains 126073 members 
Entering Unmasked Estep 
Score: -26625908.000000 Penalty: 6100.413574
	Iteration 9Q: 3 clusters Score -2.662591e+07 nChanged 12531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89437 members 
Mstep: Class 2 contains 130088 members 
Entering Unmasked Estep 
Score: -26634722.000000 Penalty: 6100.413574
	Iteration 10F: 3 clusters Score -2.663472e+07 nChanged 13683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86214 members 
Mstep: Class 2 contains 133311 members 
Entering Unmasked Estep 
Score: -26644568.000000 Penalty: 6100.413574
	Iteration 11F: 3 clusters Score -2.664457e+07 nChanged 12917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 135270 members 
Entering Unmasked Estep 
Score: -26652708.000000 Penalty: 6100.413574
	Iteration 12F: 3 clusters Score -2.665271e+07 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83278 members 
Mstep: Class 2 contains 136247 members 
Entering Unmasked Estep 
Score: -26656990.000000 Penalty: 6100.413574
	Iteration 13Q: 3 clusters Score -2.665699e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82512 members 
Mstep: Class 2 contains 137013 members 
Entering Unmasked Estep 
Score: -26658492.000000 Penalty: 6100.413574
	Iteration 14Q: 3 clusters Score -2.665849e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81614 members 
Mstep: Class 2 contains 137911 members 
Entering Unmasked Estep 
Score: -26659244.000000 Penalty: 6100.413574
	Iteration 15Q: 3 clusters Score -2.665924e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80858 members 
Mstep: Class 2 contains 138667 members 
Entering Unmasked Estep 
Score: -26659706.000000 Penalty: 6100.413574
	Iteration 16Q: 3 clusters Score -2.665971e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 139404 members 
Entering Unmasked Estep 
Score: -26659996.000000 Penalty: 6100.413574
	Iteration 17Q: 3 clusters Score -2.666e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79354 members 
Mstep: Class 2 contains 140171 members 
Entering Unmasked Estep 
Score: -26660320.000000 Penalty: 6100.413574
	Iteration 18Q: 3 clusters Score -2.666032e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78593 members 
Mstep: Class 2 contains 140932 members 
Entering Unmasked Estep 
Score: -26660612.000000 Penalty: 6100.413574
	Iteration 19Q: 3 clusters Score -2.666061e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 141707 members 
Entering Unmasked Estep 
Score: -26661038.000000 Penalty: 6100.413574
	Iteration 20F: 3 clusters Score -2.666104e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77124 members 
Mstep: Class 2 contains 142401 members 
Entering Unmasked Estep 
Score: -26661316.000000 Penalty: 6100.413574
	Iteration 21Q: 3 clusters Score -2.666132e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76462 members 
Mstep: Class 2 contains 143063 members 
Entering Unmasked Estep 
Score: -26661616.000000 Penalty: 6100.413574
	Iteration 22Q: 3 clusters Score -2.666162e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75732 members 
Mstep: Class 2 contains 143793 members 
Entering Unmasked Estep 
Score: -26661978.000000 Penalty: 6100.413574
	Iteration 23Q: 3 clusters Score -2.666198e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74974 members 
Mstep: Class 2 contains 144551 members 
Entering Unmasked Estep 
Score: -26662360.000000 Penalty: 6100.413574
	Iteration 24Q: 3 clusters Score -2.666236e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 145282 members 
Entering Unmasked Estep 
Score: -26662790.000000 Penalty: 6100.413574
	Iteration 25Q: 3 clusters Score -2.666279e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73498 members 
Mstep: Class 2 contains 146027 members 
Entering Unmasked Estep 
Score: -26663112.000000 Penalty: 6100.413574
	Iteration 26Q: 3 clusters Score -2.666311e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72733 members 
Mstep: Class 2 contains 146792 members 
Entering Unmasked Estep 
Score: -26663468.000000 Penalty: 6100.413574
	Iteration 27Q: 3 clusters Score -2.666347e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72027 members 
Mstep: Class 2 contains 147498 members 
Entering Unmasked Estep 
Score: -26663732.000000 Penalty: 6100.413574
	Iteration 28Q: 3 clusters Score -2.666373e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71287 members 
Mstep: Class 2 contains 148238 members 
Entering Unmasked Estep 
Score: -26664174.000000 Penalty: 6100.413574
	Iteration 29Q: 3 clusters Score -2.666417e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70589 members 
Mstep: Class 2 contains 148936 members 
Entering Unmasked Estep 
Score: -26664302.000000 Penalty: 6100.413574
	Iteration 30Q: 3 clusters Score -2.66643e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69898 members 
Mstep: Class 2 contains 149627 members 
Entering Unmasked Estep 
Score: -26664550.000000 Penalty: 6100.413574
	Iteration 31Q: 3 clusters Score -2.666455e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 150317 members 
Entering Unmasked Estep 
Score: -26664882.000000 Penalty: 6100.413574
	Iteration 32Q: 3 clusters Score -2.666488e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68527 members 
Mstep: Class 2 contains 150998 members 
Entering Unmasked Estep 
Score: -26664984.000000 Penalty: 6100.413574
	Iteration 33Q: 3 clusters Score -2.666498e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67816 members 
Mstep: Class 2 contains 151709 members 
Entering Unmasked Estep 
Score: -26665234.000000 Penalty: 6100.413574
	Iteration 34Q: 3 clusters Score -2.666523e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 152452 members 
Entering Unmasked Estep 
Score: -26665504.000000 Penalty: 6100.413574
	Iteration 35Q: 3 clusters Score -2.66655e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 153263 members 
Entering Unmasked Estep 
Score: -26665728.000000 Penalty: 6100.413574
	Iteration 36Q: 3 clusters Score -2.666573e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65456 members 
Mstep: Class 2 contains 154069 members 
Entering Unmasked Estep 
Score: -26665812.000000 Penalty: 6100.413574
	Iteration 37Q: 3 clusters Score -2.666581e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64568 members 
Mstep: Class 2 contains 154957 members 
Entering Unmasked Estep 
Score: -26665934.000000 Penalty: 6100.413574
	Iteration 38Q: 3 clusters Score -2.666593e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 155950 members 
Entering Unmasked Estep 
Score: -26666150.000000 Penalty: 6100.413574
	Iteration 39Q: 3 clusters Score -2.666615e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 156985 members 
Entering Unmasked Estep 
Score: -26666372.000000 Penalty: 6100.413574
	Iteration 40F: 3 clusters Score -2.666637e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 158085 members 
Entering Unmasked Estep 
Score: -26666658.000000 Penalty: 6100.413574
	Iteration 41Q: 3 clusters Score -2.666666e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 159204 members 
Entering Unmasked Estep 
Score: -26666914.000000 Penalty: 6100.413574
	Iteration 42Q: 3 clusters Score -2.666691e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 160419 members 
Entering Unmasked Estep 
Score: -26667024.000000 Penalty: 6100.413574
	Iteration 43Q: 3 clusters Score -2.666702e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 161744 members 
Entering Unmasked Estep 
Score: -26667398.000000 Penalty: 6100.413574
	Iteration 44Q: 3 clusters Score -2.66674e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56444 members 
Mstep: Class 2 contains 163081 members 
Entering Unmasked Estep 
Score: -26667478.000000 Penalty: 6100.413574
	Iteration 45Q: 3 clusters Score -2.666748e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 164446 members 
Entering Unmasked Estep 
Score: -26667624.000000 Penalty: 6100.413574
	Iteration 46Q: 3 clusters Score -2.666762e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 165888 members 
Entering Unmasked Estep 
Score: -26667868.000000 Penalty: 6100.413574
	Iteration 47Q: 3 clusters Score -2.666787e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52084 members 
Mstep: Class 2 contains 167441 members 
Entering Unmasked Estep 
Score: -26668150.000000 Penalty: 6100.413574
	Iteration 48Q: 3 clusters Score -2.666815e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 169131 members 
Entering Unmasked Estep 
Score: -26668602.000000 Penalty: 6100.413574
	Iteration 49Q: 3 clusters Score -2.66686e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 170883 members 
Entering Unmasked Estep 
Score: -26669052.000000 Penalty: 6100.413574
	Iteration 50Q: 3 clusters Score -2.666905e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 172685 members 
Entering Unmasked Estep 
Score: -26669454.000000 Penalty: 6100.413574
	Iteration 51Q: 3 clusters Score -2.666945e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 174555 members 
Entering Unmasked Estep 
Score: -26669914.000000 Penalty: 6100.413574
	Iteration 52Q: 3 clusters Score -2.666991e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 176433 members 
Entering Unmasked Estep 
Score: -26670382.000000 Penalty: 6100.413574
	Iteration 53Q: 3 clusters Score -2.667038e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 178426 members 
Entering Unmasked Estep 
Score: -26671052.000000 Penalty: 6100.413574
	Iteration 54Q: 3 clusters Score -2.667105e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 180524 members 
Entering Unmasked Estep 
Score: -26671666.000000 Penalty: 6100.413574
	Iteration 55Q: 3 clusters Score -2.667167e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 182644 members 
Entering Unmasked Estep 
Score: -26672300.000000 Penalty: 6100.413574
	Iteration 56Q: 3 clusters Score -2.66723e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 184812 members 
Entering Unmasked Estep 
Score: -26673056.000000 Penalty: 6100.413574
	Iteration 57Q: 3 clusters Score -2.667306e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 187005 members 
Entering Unmasked Estep 
Score: -26673714.000000 Penalty: 6100.413574
	Iteration 58Q: 3 clusters Score -2.667371e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 189235 members 
Entering Unmasked Estep 
Score: -26674324.000000 Penalty: 6100.413574
	Iteration 59Q: 3 clusters Score -2.667432e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 191463 members 
Entering Unmasked Estep 
Score: -26674820.000000 Penalty: 6100.413574
	Iteration 60F: 3 clusters Score -2.667482e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 193596 members 
Entering Unmasked Estep 
Score: -26675604.000000 Penalty: 6100.413574
	Iteration 61Q: 3 clusters Score -2.66756e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 195623 members 
Entering Unmasked Estep 
Score: -26676208.000000 Penalty: 6100.413574
	Iteration 62Q: 3 clusters Score -2.667621e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 197497 members 
Entering Unmasked Estep 
Score: -26676586.000000 Penalty: 6100.413574
	Iteration 63Q: 3 clusters Score -2.667659e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 199350 members 
Entering Unmasked Estep 
Score: -26677086.000000 Penalty: 6100.413574
	Iteration 64Q: 3 clusters Score -2.667709e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 201089 members 
Entering Unmasked Estep 
Score: -26677516.000000 Penalty: 6100.413574
	Iteration 65Q: 3 clusters Score -2.667752e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 202748 members 
Entering Unmasked Estep 
Score: -26677900.000000 Penalty: 6100.413574
	Iteration 66Q: 3 clusters Score -2.66779e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 204203 members 
Entering Unmasked Estep 
Score: -26678270.000000 Penalty: 6100.413574
	Iteration 67Q: 3 clusters Score -2.667827e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 205594 members 
Entering Unmasked Estep 
Score: -26678586.000000 Penalty: 6100.413574
	Iteration 68Q: 3 clusters Score -2.667859e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 206863 members 
Entering Unmasked Estep 
Score: -26678980.000000 Penalty: 6100.413574
	Iteration 69Q: 3 clusters Score -2.667898e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 208027 members 
Entering Unmasked Estep 
Score: -26679230.000000 Penalty: 6100.413574
	Iteration 70Q: 3 clusters Score -2.667923e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 209107 members 
Entering Unmasked Estep 
Score: -26679556.000000 Penalty: 6100.413574
	Iteration 71Q: 3 clusters Score -2.667956e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 210114 members 
Entering Unmasked Estep 
Score: -26679824.000000 Penalty: 6100.413574
	Iteration 72Q: 3 clusters Score -2.667982e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 210994 members 
Entering Unmasked Estep 
Score: -26680074.000000 Penalty: 6100.413574
	Iteration 73Q: 3 clusters Score -2.668007e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 211786 members 
Entering Unmasked Estep 
Score: -26680198.000000 Penalty: 6100.413574
	Iteration 74Q: 3 clusters Score -2.66802e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 212459 members 
Entering Unmasked Estep 
Score: -26680364.000000 Penalty: 6100.413574
	Iteration 75Q: 3 clusters Score -2.668036e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 213052 members 
Entering Unmasked Estep 
Score: -26680534.000000 Penalty: 6100.413574
	Iteration 76Q: 3 clusters Score -2.668053e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 213592 members 
Entering Unmasked Estep 
Score: -26680730.000000 Penalty: 6100.413574
	Iteration 77Q: 3 clusters Score -2.668073e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 214063 members 
Entering Unmasked Estep 
Score: -26680874.000000 Penalty: 6100.413574
	Iteration 78Q: 3 clusters Score -2.668087e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 214476 members 
Entering Unmasked Estep 
Score: -26681048.000000 Penalty: 6100.413574
	Iteration 79Q: 3 clusters Score -2.668105e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 214834 members 
Entering Unmasked Estep 
Score: -26681158.000000 Penalty: 6100.413574
	Iteration 80F: 3 clusters Score -2.668116e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 215157 members 
Entering Unmasked Estep 
Score: -26681206.000000 Penalty: 6100.413574
	Iteration 81Q: 3 clusters Score -2.668121e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 215445 members 
Entering Unmasked Estep 
Score: -26681294.000000 Penalty: 6100.413574
	Iteration 82Q: 3 clusters Score -2.668129e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 215692 members 
Entering Unmasked Estep 
Score: -26681356.000000 Penalty: 6100.413574
	Iteration 83Q: 3 clusters Score -2.668136e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 215897 members 
Entering Unmasked Estep 
Score: -26681424.000000 Penalty: 6100.413574
	Iteration 84Q: 3 clusters Score -2.668142e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 216077 members 
Entering Unmasked Estep 
Score: -26681448.000000 Penalty: 6100.413574
	Iteration 85Q: 3 clusters Score -2.668145e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 216248 members 
Entering Unmasked Estep 
Score: -26681532.000000 Penalty: 6100.413574
	Iteration 86Q: 3 clusters Score -2.668153e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 216404 members 
Entering Unmasked Estep 
Score: -26681538.000000 Penalty: 6100.413574
	Iteration 87Q: 3 clusters Score -2.668154e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 216545 members 
Entering Unmasked Estep 
Score: -26681562.000000 Penalty: 6100.413574
	Iteration 88Q: 3 clusters Score -2.668156e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 216670 members 
Entering Unmasked Estep 
Score: -26681620.000000 Penalty: 6100.413574
	Iteration 89Q: 3 clusters Score -2.668162e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 216770 members 
Entering Unmasked Estep 
Score: -26681640.000000 Penalty: 6100.413574
	Iteration 90Q: 3 clusters Score -2.668164e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 216858 members 
Entering Unmasked Estep 
Score: -26681684.000000 Penalty: 6100.413574
	Iteration 91Q: 3 clusters Score -2.668168e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 216922 members 
Entering Unmasked Estep 
Score: -26681716.000000 Penalty: 6100.413574
	Iteration 92Q: 3 clusters Score -2.668172e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 216972 members 
Entering Unmasked Estep 
Score: -26681760.000000 Penalty: 6100.413574
	Iteration 93Q: 3 clusters Score -2.668176e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 217009 members 
Entering Unmasked Estep 
Score: -26681770.000000 Penalty: 6100.413574
	Iteration 94Q: 3 clusters Score -2.668177e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 217046 members 
Entering Unmasked Estep 
Score: -26681772.000000 Penalty: 6100.413574
	Iteration 95Q: 3 clusters Score -2.668177e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 217078 members 
Entering Unmasked Estep 
Score: -26681790.000000 Penalty: 6100.413574
	Iteration 96Q: 3 clusters Score -2.668179e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 217101 members 
Entering Unmasked Estep 
Score: -26681786.000000 Penalty: 6100.413574
	Iteration 97Q: 3 clusters Score -2.668179e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 217132 members 
Entering Unmasked Estep 
Score: -26681810.000000 Penalty: 6100.413574
	Iteration 98Q: 3 clusters Score -2.668181e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 217163 members 
Entering Unmasked Estep 
Score: -26681828.000000 Penalty: 6100.413574
	Iteration 99Q: 3 clusters Score -2.668183e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 217188 members 
Entering Unmasked Estep 
Score: -26681848.000000 Penalty: 6100.413574
	Iteration 100F: 3 clusters Score -2.668185e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 217221 members 
Entering Unmasked Estep 
Score: -26681846.000000 Penalty: 6100.413574
	Iteration 101Q: 3 clusters Score -2.668185e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 217246 members 
Entering Unmasked Estep 
Score: -26681874.000000 Penalty: 6100.413574
	Iteration 102Q: 3 clusters Score -2.668187e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 217269 members 
Entering Unmasked Estep 
Score: -26681854.000000 Penalty: 6100.413574
	Iteration 103Q: 3 clusters Score -2.668185e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 217299 members 
Entering Unmasked Estep 
Score: -26681868.000000 Penalty: 6100.413574
	Iteration 104Q: 3 clusters Score -2.668187e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 217324 members 
Entering Unmasked Estep 
Score: -26681872.000000 Penalty: 6100.413574
	Iteration 105Q: 3 clusters Score -2.668187e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 217350 members 
Entering Unmasked Estep 
Score: -26681866.000000 Penalty: 6100.413574
	Iteration 106Q: 3 clusters Score -2.668187e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 217371 members 
Entering Unmasked Estep 
Score: -26681882.000000 Penalty: 6100.413574
	Iteration 107Q: 3 clusters Score -2.668188e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 217397 members 
Entering Unmasked Estep 
Score: -26681872.000000 Penalty: 6100.413574
	Iteration 108Q: 3 clusters Score -2.668187e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 217417 members 
Entering Unmasked Estep 
Score: -26681878.000000 Penalty: 6100.413574
	Iteration 109Q: 3 clusters Score -2.668188e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 217439 members 
Entering Unmasked Estep 
Score: -26681902.000000 Penalty: 6100.413574
	Iteration 110Q: 3 clusters Score -2.66819e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 217457 members 
Entering Unmasked Estep 
Score: -26681896.000000 Penalty: 6100.413574
	Iteration 111Q: 3 clusters Score -2.66819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 217466 members 
Entering Unmasked Estep 
Score: -26681900.000000 Penalty: 6100.413574
	Iteration 112Q: 3 clusters Score -2.66819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 217475 members 
Entering Unmasked Estep 
Score: -26681906.000000 Penalty: 6100.413574
	Iteration 113Q: 3 clusters Score -2.668191e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 217485 members 
Entering Unmasked Estep 
Score: -26681920.000000 Penalty: 6100.413574
	Iteration 114Q: 3 clusters Score -2.668192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 217490 members 
Entering Unmasked Estep 
Score: -26681906.000000 Penalty: 6100.413574
	Iteration 115Q: 3 clusters Score -2.668191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 217495 members 
Entering Unmasked Estep 
Score: -26681914.000000 Penalty: 6100.413574
	Iteration 116Q: 3 clusters Score -2.668191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 217500 members 
Entering Unmasked Estep 
Score: -26681904.000000 Penalty: 6100.413574
	Iteration 117Q: 3 clusters Score -2.66819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 217504 members 
Entering Unmasked Estep 
Score: -26681920.000000 Penalty: 6100.413574
	Iteration 118Q: 3 clusters Score -2.668192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 217510 members 
Entering Unmasked Estep 
Score: -26681924.000000 Penalty: 6100.413574
	Iteration 119Q: 3 clusters Score -2.668192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 217512 members 
Entering Unmasked Estep 
Score: -26681920.000000 Penalty: 6100.413574
	Iteration 120F: 3 clusters Score -2.668192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 217516 members 
Entering Unmasked Estep 
Score: -26681942.000000 Penalty: 6100.413574
	Iteration 121Q: 3 clusters Score -2.668194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 217517 members 
Entering Unmasked Estep 
Score: -26681950.000000 Penalty: 6100.413574
	Iteration 122Q: 3 clusters Score -2.668195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 217522 members 
Entering Unmasked Estep 
Score: -26681946.000000 Penalty: 6100.413574
	Iteration 123Q: 3 clusters Score -2.668195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 217528 members 
Entering Unmasked Estep 
Score: -26681952.000000 Penalty: 6100.413574
	Iteration 124Q: 3 clusters Score -2.668195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 217534 members 
Entering Unmasked Estep 
Score: -26681954.000000 Penalty: 6100.413574
	Iteration 125Q: 3 clusters Score -2.668195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 217537 members 
Entering Unmasked Estep 
Score: -26681954.000000 Penalty: 6100.413574
	Iteration 126Q: 3 clusters Score -2.668195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 217543 members 
Entering Unmasked Estep 
Score: -26681958.000000 Penalty: 6100.413574
	Iteration 127Q: 3 clusters Score -2.668196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 217552 members 
Entering Unmasked Estep 
Score: -26681974.000000 Penalty: 6100.413574
	Iteration 128Q: 3 clusters Score -2.668197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 217558 members 
Entering Unmasked Estep 
Score: -26681962.000000 Penalty: 6100.413574
	Iteration 129Q: 3 clusters Score -2.668196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 217566 members 
Entering Unmasked Estep 
Score: -26681980.000000 Penalty: 6100.413574
	Iteration 130Q: 3 clusters Score -2.668198e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 217580 members 
Entering Unmasked Estep 
Score: -26681980.000000 Penalty: 6100.413574
	Iteration 131Q: 3 clusters Score -2.668198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 217594 members 
Entering Unmasked Estep 
Score: -26681946.000000 Penalty: 6100.413574
	Iteration 132Q: 3 clusters Score -2.668195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 217605 members 
Entering Unmasked Estep 
Score: -26681942.000000 Penalty: 6100.413574
	Iteration 133Q: 3 clusters Score -2.668194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 217612 members 
Entering Unmasked Estep 
Score: -26681972.000000 Penalty: 6100.413574
	Iteration 134Q: 3 clusters Score -2.668197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 217619 members 
Entering Unmasked Estep 
Score: -26681980.000000 Penalty: 6100.413574
	Iteration 135Q: 3 clusters Score -2.668198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 217625 members 
Entering Unmasked Estep 
Score: -26681970.000000 Penalty: 6100.413574
	Iteration 136Q: 3 clusters Score -2.668197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 217627 members 
Entering Unmasked Estep 
Score: -26681980.000000 Penalty: 6100.413574
	Iteration 137Q: 3 clusters Score -2.668198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 217628 members 
Entering Unmasked Estep 
Score: -26681990.000000 Penalty: 6100.413574
	Iteration 138Q: 3 clusters Score -2.668199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 217631 members 
Entering Unmasked Estep 
Score: -26681980.000000 Penalty: 6100.413574
	Iteration 139Q: 3 clusters Score -2.668198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 217632 members 
Entering Unmasked Estep 
Score: -26681980.000000 Penalty: 6100.413574
	Iteration 140F: 3 clusters Score -2.668198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 217633 members 
Entering Unmasked Estep 
Score: -26681986.000000 Penalty: 6100.413574
	Iteration 141Q: 3 clusters Score -2.668199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 217635 members 
Entering Unmasked Estep 
Score: -26681978.000000 Penalty: 6100.413574
	Iteration 142Q: 3 clusters Score -2.668198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 217637 members 
Entering Unmasked Estep 
Score: -26681994.000000 Penalty: 6100.413574
	Iteration 143Q: 3 clusters Score -2.668199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217640 members 
Entering Unmasked Estep 
Score: -26681982.000000 Penalty: 6100.413574
	Iteration 144Q: 3 clusters Score -2.668198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 217642 members 
Entering Unmasked Estep 
Score: -26681994.000000 Penalty: 6100.413574
	Iteration 145Q: 3 clusters Score -2.668199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 217642 members 
Entering Unmasked Estep 
Score: -26681994.000000 Penalty: 6100.413574
	Iteration 146F: 3 clusters Score -2.668199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (65818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65818 members 
Entering Unmasked Estep 
Score: -7793457.500000 Penalty: 2751.472900
	Iteration 0F: 2 clusters Score -7793458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -7749395.500000 Penalty: 5502.945801
	Iteration 0F: 3 clusters Score -7749396 nChanged 30603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -7766432.000000 Penalty: 5502.945801
	Iteration 1F: 3 clusters Score -7766432 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -7766988.500000 Penalty: 5502.945801
	Iteration 2Q: 3 clusters Score -7766988 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -7767538.500000 Penalty: 5502.945801
	Iteration 3Q: 3 clusters Score -7767538 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -7768007.000000 Penalty: 5502.945801
	Iteration 4Q: 3 clusters Score -7768007 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -7768584.000000 Penalty: 5502.945801
	Iteration 5Q: 3 clusters Score -7768584 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -7769166.500000 Penalty: 5502.945801
	Iteration 6Q: 3 clusters Score -7769166 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -7769982.500000 Penalty: 5502.945801
	Iteration 7Q: 3 clusters Score -7769982 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -7771098.500000 Penalty: 5502.945801
	Iteration 8Q: 3 clusters Score -7771098 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -7772736.500000 Penalty: 5502.945801
	Iteration 9Q: 3 clusters Score -7772736 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -7775112.000000 Penalty: 5502.945801
	Iteration 10F: 3 clusters Score -7775112 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -7777916.000000 Penalty: 5502.945801
	Iteration 11F: 3 clusters Score -7777916 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -7780281.500000 Penalty: 5502.945801
	Iteration 12F: 3 clusters Score -7780282 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -7781799.000000 Penalty: 5502.945801
	Iteration 13Q: 3 clusters Score -7781799 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -7782714.500000 Penalty: 5502.945801
	Iteration 14Q: 3 clusters Score -7782714 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -7783490.500000 Penalty: 5502.945801
	Iteration 15Q: 3 clusters Score -7783490 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -7784262.500000 Penalty: 5502.945801
	Iteration 16Q: 3 clusters Score -7784262 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56331 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -7785046.000000 Penalty: 5502.945801
	Iteration 17Q: 3 clusters Score -7785046 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -7785813.500000 Penalty: 5502.945801
	Iteration 18Q: 3 clusters Score -7785814 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -7786695.500000 Penalty: 5502.945801
	Iteration 19Q: 3 clusters Score -7786696 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -7787582.000000 Penalty: 5502.945801
	Iteration 20F: 3 clusters Score -7787582 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61764 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -7788508.000000 Penalty: 5502.945801
	Iteration 21Q: 3 clusters Score -7788508 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -7789181.500000 Penalty: 5502.945801
	Iteration 22Q: 3 clusters Score -7789182 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -7789746.000000 Penalty: 5502.945801
	Iteration 23Q: 3 clusters Score -7789746 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7790125.000000 Penalty: 5502.945801
	Iteration 24Q: 3 clusters Score -7790125 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64349 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7790405.500000 Penalty: 5502.945801
	Iteration 25Q: 3 clusters Score -7790406 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7790614.000000 Penalty: 5502.945801
	Iteration 26Q: 3 clusters Score -7790614 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7790730.000000 Penalty: 5502.945801
	Iteration 27Q: 3 clusters Score -7790730 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7790831.000000 Penalty: 5502.945801
	Iteration 28Q: 3 clusters Score -7790831 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7790918.000000 Penalty: 5502.945801
	Iteration 29Q: 3 clusters Score -7790918 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65029 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7790970.000000 Penalty: 5502.945801
	Iteration 30Q: 3 clusters Score -7790970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7791016.500000 Penalty: 5502.945801
	Iteration 31Q: 3 clusters Score -7791016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7791053.500000 Penalty: 5502.945801
	Iteration 32Q: 3 clusters Score -7791054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7791070.000000 Penalty: 5502.945801
	Iteration 33Q: 3 clusters Score -7791070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7791083.500000 Penalty: 5502.945801
	Iteration 34Q: 3 clusters Score -7791084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7791093.000000 Penalty: 5502.945801
	Iteration 35Q: 3 clusters Score -7791093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7791099.500000 Penalty: 5502.945801
	Iteration 36Q: 3 clusters Score -7791100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7791113.500000 Penalty: 5502.945801
	Iteration 37Q: 3 clusters Score -7791114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7791118.000000 Penalty: 5502.945801
	Iteration 38Q: 3 clusters Score -7791118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7791117.500000 Penalty: 5502.945801
	Iteration 39Q: 3 clusters Score -7791118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65211 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7791128.000000 Penalty: 5502.945801
	Iteration 40F: 3 clusters Score -7791128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7791127.000000 Penalty: 5502.945801
	Iteration 41Q: 3 clusters Score -7791127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65218 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7791125.500000 Penalty: 5502.945801
	Iteration 42Q: 3 clusters Score -7791126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65225 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7791133.000000 Penalty: 5502.945801
	Iteration 43Q: 3 clusters Score -7791133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7791140.500000 Penalty: 5502.945801
	Iteration 44Q: 3 clusters Score -7791140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7791136.500000 Penalty: 5502.945801
	Iteration 45Q: 3 clusters Score -7791136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7791138.500000 Penalty: 5502.945801
	Iteration 46Q: 3 clusters Score -7791138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7791138.500000 Penalty: 5502.945801
	Iteration 47F: 3 clusters Score -7791138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94092 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63084 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117776 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26184 members 
Mstep: Class 17 contains 229682 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35465 members 
Mstep: Class 23 contains 219525 members 
Mstep: Class 24 contains 65818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303176.000000 Penalty: 57676.941406
Iteration 319Q: 18 clusters Score -1.043032e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94104 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63084 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117772 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26183 members 
Mstep: Class 17 contains 229679 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35463 members 
Mstep: Class 23 contains 219524 members 
Mstep: Class 24 contains 65817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303088.000000 Penalty: 57676.941406
Iteration 320F: 18 clusters Score -1.043031e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94118 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63087 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117768 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26184 members 
Mstep: Class 17 contains 229667 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35459 members 
Mstep: Class 23 contains 219527 members 
Mstep: Class 24 contains 65816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303176.000000 Penalty: 57676.941406
Iteration 321Q: 18 clusters Score -1.043032e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94136 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63088 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117763 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26186 members 
Mstep: Class 17 contains 229646 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35453 members 
Mstep: Class 23 contains 219538 members 
Mstep: Class 24 contains 65816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303152.000000 Penalty: 57676.941406
Iteration 322Q: 18 clusters Score -1.043032e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94153 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63090 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117749 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26186 members 
Mstep: Class 17 contains 229648 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35450 members 
Mstep: Class 23 contains 219535 members 
Mstep: Class 24 contains 65815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303144.000000 Penalty: 57676.941406
Iteration 323Q: 18 clusters Score -1.043031e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94171 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63092 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117735 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26190 members 
Mstep: Class 17 contains 229649 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35451 members 
Mstep: Class 23 contains 219521 members 
Mstep: Class 24 contains 65817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303336.000000 Penalty: 57676.941406
Iteration 324Q: 18 clusters Score -1.043033e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94202 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63095 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117721 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26194 members 
Mstep: Class 17 contains 229644 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35449 members 
Mstep: Class 23 contains 219504 members 
Mstep: Class 24 contains 65817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303256.000000 Penalty: 57676.941406
Iteration 325Q: 18 clusters Score -1.043033e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94228 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63097 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117708 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26192 members 
Mstep: Class 17 contains 229631 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35447 members 
Mstep: Class 23 contains 219507 members 
Mstep: Class 24 contains 65816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303264.000000 Penalty: 57676.941406
Iteration 326Q: 18 clusters Score -1.043033e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94255 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63098 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117701 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26192 members 
Mstep: Class 17 contains 229608 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35444 members 
Mstep: Class 23 contains 219513 members 
Mstep: Class 24 contains 65815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303224.000000 Penalty: 57676.941406
Iteration 327Q: 18 clusters Score -1.043032e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94285 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63099 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117686 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26197 members 
Mstep: Class 17 contains 229585 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35441 members 
Mstep: Class 23 contains 219522 members 
Mstep: Class 24 contains 65811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303088.000000 Penalty: 57676.941406
Iteration 328Q: 18 clusters Score -1.043031e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94316 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63097 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117671 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26202 members 
Mstep: Class 17 contains 229560 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35439 members 
Mstep: Class 23 contains 219529 members 
Mstep: Class 24 contains 65812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303072.000000 Penalty: 57676.941406
Iteration 329Q: 18 clusters Score -1.043031e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94339 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63098 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117658 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26205 members 
Mstep: Class 17 contains 229554 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35435 members 
Mstep: Class 23 contains 219526 members 
Mstep: Class 24 contains 65811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303160.000000 Penalty: 57676.941406
Iteration 330Q: 18 clusters Score -1.043032e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94352 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63098 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117631 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26205 members 
Mstep: Class 17 contains 229554 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35431 members 
Mstep: Class 23 contains 219547 members 
Mstep: Class 24 contains 65809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303144.000000 Penalty: 57676.941406
Iteration 331Q: 18 clusters Score -1.043031e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94365 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63099 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117612 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26207 members 
Mstep: Class 17 contains 229551 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35423 members 
Mstep: Class 23 contains 219557 members 
Mstep: Class 24 contains 65813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303168.000000 Penalty: 57676.941406
Iteration 332Q: 18 clusters Score -1.043032e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94377 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63105 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117580 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26211 members 
Mstep: Class 17 contains 229557 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35410 members 
Mstep: Class 23 contains 219572 members 
Mstep: Class 24 contains 65815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303136.000000 Penalty: 57676.941406
Iteration 333Q: 18 clusters Score -1.043031e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94388 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 63110 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117558 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26216 members 
Mstep: Class 17 contains 229558 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35404 members 
Mstep: Class 23 contains 219577 members 
Mstep: Class 24 contains 65816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303128.000000 Penalty: 57676.941406
Iteration 334Q: 18 clusters Score -1.043031e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94401 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63115 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117537 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26221 members 
Mstep: Class 17 contains 229566 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35402 members 
Mstep: Class 23 contains 219568 members 
Mstep: Class 24 contains 65818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303080.000000 Penalty: 57676.941406
Iteration 335Q: 18 clusters Score -1.043031e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94413 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63119 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117514 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26228 members 
Mstep: Class 17 contains 229572 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35395 members 
Mstep: Class 23 contains 219566 members 
Mstep: Class 24 contains 65821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303136.000000 Penalty: 57676.941406
Iteration 336Q: 18 clusters Score -1.043031e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94425 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63127 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117485 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26237 members 
Mstep: Class 17 contains 229575 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35388 members 
Mstep: Class 23 contains 219564 members 
Mstep: Class 24 contains 65827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303176.000000 Penalty: 57676.941406
Iteration 337Q: 18 clusters Score -1.043032e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94436 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63132 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117465 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26245 members 
Mstep: Class 17 contains 229577 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35383 members 
Mstep: Class 23 contains 219564 members 
Mstep: Class 24 contains 65826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303168.000000 Penalty: 57676.941406
Iteration 338Q: 18 clusters Score -1.043032e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94455 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63133 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117447 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26249 members 
Mstep: Class 17 contains 229574 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35377 members 
Mstep: Class 23 contains 219567 members 
Mstep: Class 24 contains 65826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303232.000000 Penalty: 57676.941406
Iteration 339Q: 18 clusters Score -1.043032e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94464 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63133 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117428 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26250 members 
Mstep: Class 17 contains 229593 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35369 members 
Mstep: Class 23 contains 219568 members 
Mstep: Class 24 contains 65823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303208.000000 Penalty: 57676.941406
Iteration 340F: 18 clusters Score -1.043032e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94481 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63132 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117404 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 26257 members 
Mstep: Class 17 contains 229613 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35360 members 
Mstep: Class 23 contains 219559 members 
Mstep: Class 24 contains 65821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303328.000000 Penalty: 57676.941406
Iteration 341Q: 18 clusters Score -1.043033e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94496 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63138 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117384 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 26262 members 
Mstep: Class 17 contains 229616 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35350 members 
Mstep: Class 23 contains 219561 members 
Mstep: Class 24 contains 65820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303336.000000 Penalty: 57676.941406
Iteration 342Q: 18 clusters Score -1.043033e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94517 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63141 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117367 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 26271 members 
Mstep: Class 17 contains 229608 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35340 members 
Mstep: Class 23 contains 219565 members 
Mstep: Class 24 contains 65818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303336.000000 Penalty: 57676.941406
Iteration 343Q: 18 clusters Score -1.043033e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94536 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63140 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117344 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 26274 members 
Mstep: Class 17 contains 229620 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35333 members 
Mstep: Class 23 contains 219562 members 
Mstep: Class 24 contains 65818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303312.000000 Penalty: 57676.941406
Iteration 344Q: 18 clusters Score -1.043033e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94557 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63143 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117329 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 26278 members 
Mstep: Class 17 contains 229621 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35328 members 
Mstep: Class 23 contains 219553 members 
Mstep: Class 24 contains 65818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303312.000000 Penalty: 57676.941406
Iteration 345Q: 18 clusters Score -1.043033e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94572 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63148 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117305 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 26279 members 
Mstep: Class 17 contains 229635 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35326 members 
Mstep: Class 23 contains 219542 members 
Mstep: Class 24 contains 65820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303328.000000 Penalty: 57676.941406
Iteration 346Q: 18 clusters Score -1.043033e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94590 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63152 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117283 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 26283 members 
Mstep: Class 17 contains 229645 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35322 members 
Mstep: Class 23 contains 219532 members 
Mstep: Class 24 contains 65820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303368.000000 Penalty: 57676.941406
Iteration 347Q: 18 clusters Score -1.043034e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94607 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63155 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117264 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 26291 members 
Mstep: Class 17 contains 229654 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35310 members 
Mstep: Class 23 contains 219526 members 
Mstep: Class 24 contains 65820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303432.000000 Penalty: 57676.941406
Iteration 348Q: 18 clusters Score -1.043034e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94628 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63157 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117248 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 26296 members 
Mstep: Class 17 contains 229650 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35306 members 
Mstep: Class 23 contains 219523 members 
Mstep: Class 24 contains 65819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303440.000000 Penalty: 57676.941406
Iteration 349Q: 18 clusters Score -1.043034e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94644 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63161 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117228 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 26299 members 
Mstep: Class 17 contains 229649 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35300 members 
Mstep: Class 23 contains 219531 members 
Mstep: Class 24 contains 65815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303384.000000 Penalty: 57676.941406
Iteration 350Q: 18 clusters Score -1.043034e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94655 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63163 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117211 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 16 contains 26302 members 
Mstep: Class 17 contains 229654 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35297 members 
Mstep: Class 23 contains 219534 members 
Mstep: Class 24 contains 65811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303288.000000 Penalty: 57676.941406
Iteration 351Q: 18 clusters Score -1.043033e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94670 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63163 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117197 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26307 members 
Mstep: Class 17 contains 229660 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35296 members 
Mstep: Class 23 contains 219522 members 
Mstep: Class 24 contains 65813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303344.000000 Penalty: 57676.941406
Iteration 352Q: 18 clusters Score -1.043033e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94681 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63164 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117184 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26311 members 
Mstep: Class 17 contains 229674 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35293 members 
Mstep: Class 23 contains 219507 members 
Mstep: Class 24 contains 65814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303416.000000 Penalty: 57676.941406
Iteration 353Q: 18 clusters Score -1.043034e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94694 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63165 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117173 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26317 members 
Mstep: Class 17 contains 229698 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35291 members 
Mstep: Class 23 contains 219475 members 
Mstep: Class 24 contains 65815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303336.000000 Penalty: 57676.941406
Iteration 354Q: 18 clusters Score -1.043033e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94707 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63170 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117166 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26326 members 
Mstep: Class 17 contains 229706 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35280 members 
Mstep: Class 23 contains 219456 members 
Mstep: Class 24 contains 65817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303288.000000 Penalty: 57676.941406
Iteration 355Q: 18 clusters Score -1.043033e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94719 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63171 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117153 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26335 members 
Mstep: Class 17 contains 229722 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35267 members 
Mstep: Class 23 contains 219444 members 
Mstep: Class 24 contains 65817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303328.000000 Penalty: 57676.941406
Iteration 356Q: 18 clusters Score -1.043033e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94735 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63171 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117145 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26340 members 
Mstep: Class 17 contains 229737 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35261 members 
Mstep: Class 23 contains 219424 members 
Mstep: Class 24 contains 65815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303320.000000 Penalty: 57676.941406
Iteration 357Q: 18 clusters Score -1.043033e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94750 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63172 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117133 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26349 members 
Mstep: Class 17 contains 229754 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35255 members 
Mstep: Class 23 contains 219404 members 
Mstep: Class 24 contains 65811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303288.000000 Penalty: 57676.941406
Iteration 358Q: 18 clusters Score -1.043033e+08 nChanged 83
Entering ConstructFrom: 
Score: -104303288.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (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: -50463.902344 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -50463.9 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 269 members 
Entering Unmasked Estep 
Score: -49123.156250 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -49123.16 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49833.472656 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -49833.47 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50378.882812 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -50378.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50676.449219 Penalty: 3144.818115
	Iteration 3F: 3 clusters Score -50676.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -50772.406250 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -50772.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50811.941406 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -50811.94 nChanged 5
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: -50835.191406 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -50835.19 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: -50846.093750 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -50846.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50848.347656 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -50848.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50853.378906 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -50853.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50853.378906 Penalty: 3144.818115
	Iteration 10F: 3 clusters Score -50853.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94762 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63174 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117123 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26356 members 
Mstep: Class 17 contains 229762 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35246 members 
Mstep: Class 23 contains 219391 members 
Mstep: Class 24 contains 65814 members 
Entering Unmasked Estep 
Score: -104301880.000000 Penalty: 61069.699219
Splitting cluster 1 changes total score from -104303288.000000 to -104301880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -219069.796875 Penalty: 1886.999878
	Iteration 0F: 2 clusters Score -219069.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -216446.250000 Penalty: 3773.999756
	Iteration 0F: 3 clusters Score -216446.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -216923.265625 Penalty: 3773.999756
	Iteration 1F: 3 clusters Score -216923.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -217034.765625 Penalty: 3773.999756
	Iteration 2F: 3 clusters Score -217034.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -217107.140625 Penalty: 3773.999756
	Iteration 3Q: 3 clusters Score -217107.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -217160.593750 Penalty: 3773.999756
	Iteration 4Q: 3 clusters Score -217160.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -217192.265625 Penalty: 3773.999756
	Iteration 5Q: 3 clusters Score -217192.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -217223.171875 Penalty: 3773.999756
	Iteration 6Q: 3 clusters Score -217223.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -217247.343750 Penalty: 3773.999756
	Iteration 7Q: 3 clusters Score -217247.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -217269.015625 Penalty: 3773.999756
	Iteration 8Q: 3 clusters Score -217269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -217290.562500 Penalty: 3773.999756
	Iteration 9Q: 3 clusters Score -217290.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -217311.187500 Penalty: 3773.999756
	Iteration 10Q: 3 clusters Score -217311.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -217327.265625 Penalty: 3773.999756
	Iteration 11Q: 3 clusters Score -217327.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -217341.703125 Penalty: 3773.999756
	Iteration 12Q: 3 clusters Score -217341.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -217357.765625 Penalty: 3773.999756
	Iteration 13Q: 3 clusters Score -217357.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -217370.546875 Penalty: 3773.999756
	Iteration 14Q: 3 clusters Score -217370.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -217396.968750 Penalty: 3773.999756
	Iteration 15Q: 3 clusters Score -217397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -217422.921875 Penalty: 3773.999756
	Iteration 16Q: 3 clusters Score -217422.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -217445.234375 Penalty: 3773.999756
	Iteration 17Q: 3 clusters Score -217445.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -217458.000000 Penalty: 3773.999756
	Iteration 18Q: 3 clusters Score -217458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -217465.406250 Penalty: 3773.999756
	Iteration 19Q: 3 clusters Score -217465.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -217475.546875 Penalty: 3773.999756
	Iteration 20F: 3 clusters Score -217475.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -217486.796875 Penalty: 3773.999756
	Iteration 21Q: 3 clusters Score -217486.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -217493.421875 Penalty: 3773.999756
	Iteration 22Q: 3 clusters Score -217493.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -217500.140625 Penalty: 3773.999756
	Iteration 23Q: 3 clusters Score -217500.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -217504.562500 Penalty: 3773.999756
	Iteration 24Q: 3 clusters Score -217504.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -217509.718750 Penalty: 3773.999756
	Iteration 25Q: 3 clusters Score -217509.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -217516.046875 Penalty: 3773.999756
	Iteration 26Q: 3 clusters Score -217516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -217522.218750 Penalty: 3773.999756
	Iteration 27Q: 3 clusters Score -217522.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -217522.468750 Penalty: 3773.999756
	Iteration 28Q: 3 clusters Score -217522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -217523.218750 Penalty: 3773.999756
	Iteration 29Q: 3 clusters Score -217523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -217524.140625 Penalty: 3773.999756
	Iteration 30Q: 3 clusters Score -217524.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -217524.671875 Penalty: 3773.999756
	Iteration 31Q: 3 clusters Score -217524.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -217525.562500 Penalty: 3773.999756
	Iteration 32Q: 3 clusters Score -217525.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -217529.562500 Penalty: 3773.999756
	Iteration 33Q: 3 clusters Score -217529.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -217533.671875 Penalty: 3773.999756
	Iteration 34Q: 3 clusters Score -217533.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -217534.359375 Penalty: 3773.999756
	Iteration 35Q: 3 clusters Score -217534.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -217535.500000 Penalty: 3773.999756
	Iteration 36Q: 3 clusters Score -217535.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -217537.843750 Penalty: 3773.999756
	Iteration 37Q: 3 clusters Score -217537.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -217541.578125 Penalty: 3773.999756
	Iteration 38Q: 3 clusters Score -217541.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -217542.343750 Penalty: 3773.999756
	Iteration 39Q: 3 clusters Score -217542.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -217543.515625 Penalty: 3773.999756
	Iteration 40F: 3 clusters Score -217543.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -217544.875000 Penalty: 3773.999756
	Iteration 41Q: 3 clusters Score -217544.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -217548.109375 Penalty: 3773.999756
	Iteration 42Q: 3 clusters Score -217548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -217548.390625 Penalty: 3773.999756
	Iteration 43Q: 3 clusters Score -217548.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -217548.390625 Penalty: 3773.999756
	Iteration 44F: 3 clusters Score -217548.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (94762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94762 members 
Entering Unmasked Estep 
Score: -11603854.000000 Penalty: 2841.862549
	Iteration 0F: 2 clusters Score -1.160385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -11540448.000000 Penalty: 5683.725098
	Iteration 0F: 3 clusters Score -1.154045e+07 nChanged 44762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -11566308.000000 Penalty: 5683.725098
	Iteration 1F: 3 clusters Score -1.156631e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -11567496.000000 Penalty: 5683.725098
	Iteration 2Q: 3 clusters Score -1.15675e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -11569400.000000 Penalty: 5683.725098
	Iteration 3Q: 3 clusters Score -1.15694e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -11572351.000000 Penalty: 5683.725098
	Iteration 4F: 3 clusters Score -1.157235e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
Score: -11576629.000000 Penalty: 5683.725098
	Iteration 5F: 3 clusters Score -1.157663e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 66181 members 
Entering Unmasked Estep 
Score: -11582528.000000 Penalty: 5683.725098
	Iteration 6F: 3 clusters Score -1.158253e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 71675 members 
Entering Unmasked Estep 
Score: -11589549.000000 Penalty: 5683.725098
	Iteration 7F: 3 clusters Score -1.158955e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 75427 members 
Entering Unmasked Estep 
Score: -11595112.000000 Penalty: 5683.725098
	Iteration 8F: 3 clusters Score -1.159511e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 77325 members 
Entering Unmasked Estep 
Score: -11597451.000000 Penalty: 5683.725098
	Iteration 9Q: 3 clusters Score -1.159745e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 78650 members 
Entering Unmasked Estep 
Score: -11598319.000000 Penalty: 5683.725098
	Iteration 10Q: 3 clusters Score -1.159832e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -11598816.000000 Penalty: 5683.725098
	Iteration 11Q: 3 clusters Score -1.159882e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 80663 members 
Entering Unmasked Estep 
Score: -11599202.000000 Penalty: 5683.725098
	Iteration 12Q: 3 clusters Score -1.15992e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 81550 members 
Entering Unmasked Estep 
Score: -11599540.000000 Penalty: 5683.725098
	Iteration 13Q: 3 clusters Score -1.159954e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 82367 members 
Entering Unmasked Estep 
Score: -11599779.000000 Penalty: 5683.725098
	Iteration 14Q: 3 clusters Score -1.159978e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -11599958.000000 Penalty: 5683.725098
	Iteration 15Q: 3 clusters Score -1.159996e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 83819 members 
Entering Unmasked Estep 
Score: -11600159.000000 Penalty: 5683.725098
	Iteration 16Q: 3 clusters Score -1.160016e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 84463 members 
Entering Unmasked Estep 
Score: -11600282.000000 Penalty: 5683.725098
	Iteration 17Q: 3 clusters Score -1.160028e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 85049 members 
Entering Unmasked Estep 
Score: -11600450.000000 Penalty: 5683.725098
	Iteration 18Q: 3 clusters Score -1.160045e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 85608 members 
Entering Unmasked Estep 
Score: -11600569.000000 Penalty: 5683.725098
	Iteration 19Q: 3 clusters Score -1.160057e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 86157 members 
Entering Unmasked Estep 
Score: -11600699.000000 Penalty: 5683.725098
	Iteration 20F: 3 clusters Score -1.16007e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 86649 members 
Entering Unmasked Estep 
Score: -11600845.000000 Penalty: 5683.725098
	Iteration 21Q: 3 clusters Score -1.160084e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 87071 members 
Entering Unmasked Estep 
Score: -11600956.000000 Penalty: 5683.725098
	Iteration 22Q: 3 clusters Score -1.160096e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 87446 members 
Entering Unmasked Estep 
Score: -11601023.000000 Penalty: 5683.725098
	Iteration 23Q: 3 clusters Score -1.160102e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 87812 members 
Entering Unmasked Estep 
Score: -11601094.000000 Penalty: 5683.725098
	Iteration 24Q: 3 clusters Score -1.160109e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 88143 members 
Entering Unmasked Estep 
Score: -11601158.000000 Penalty: 5683.725098
	Iteration 25Q: 3 clusters Score -1.160116e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 88468 members 
Entering Unmasked Estep 
Score: -11601259.000000 Penalty: 5683.725098
	Iteration 26Q: 3 clusters Score -1.160126e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 88766 members 
Entering Unmasked Estep 
Score: -11601371.000000 Penalty: 5683.725098
	Iteration 27Q: 3 clusters Score -1.160137e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -11601424.000000 Penalty: 5683.725098
	Iteration 28Q: 3 clusters Score -1.160142e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 89339 members 
Entering Unmasked Estep 
Score: -11601488.000000 Penalty: 5683.725098
	Iteration 29Q: 3 clusters Score -1.160149e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 89579 members 
Entering Unmasked Estep 
Score: -11601536.000000 Penalty: 5683.725098
	Iteration 30Q: 3 clusters Score -1.160154e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 89791 members 
Entering Unmasked Estep 
Score: -11601570.000000 Penalty: 5683.725098
	Iteration 31Q: 3 clusters Score -1.160157e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -11601623.000000 Penalty: 5683.725098
	Iteration 32Q: 3 clusters Score -1.160162e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 90132 members 
Entering Unmasked Estep 
Score: -11601648.000000 Penalty: 5683.725098
	Iteration 33Q: 3 clusters Score -1.160165e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 90286 members 
Entering Unmasked Estep 
Score: -11601689.000000 Penalty: 5683.725098
	Iteration 34Q: 3 clusters Score -1.160169e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 90432 members 
Entering Unmasked Estep 
Score: -11601738.000000 Penalty: 5683.725098
	Iteration 35Q: 3 clusters Score -1.160174e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 90548 members 
Entering Unmasked Estep 
Score: -11601788.000000 Penalty: 5683.725098
	Iteration 36Q: 3 clusters Score -1.160179e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 90655 members 
Entering Unmasked Estep 
Score: -11601809.000000 Penalty: 5683.725098
	Iteration 37Q: 3 clusters Score -1.160181e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 90775 members 
Entering Unmasked Estep 
Score: -11601822.000000 Penalty: 5683.725098
	Iteration 38Q: 3 clusters Score -1.160182e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 90869 members 
Entering Unmasked Estep 
Score: -11601849.000000 Penalty: 5683.725098
	Iteration 39Q: 3 clusters Score -1.160185e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 90956 members 
Entering Unmasked Estep 
Score: -11601905.000000 Penalty: 5683.725098
	Iteration 40F: 3 clusters Score -1.16019e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 91031 members 
Entering Unmasked Estep 
Score: -11601904.000000 Penalty: 5683.725098
	Iteration 41Q: 3 clusters Score -1.16019e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
Score: -11601899.000000 Penalty: 5683.725098
	Iteration 42Q: 3 clusters Score -1.16019e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 91174 members 
Entering Unmasked Estep 
Score: -11601903.000000 Penalty: 5683.725098
	Iteration 43Q: 3 clusters Score -1.16019e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 91256 members 
Entering Unmasked Estep 
Score: -11601896.000000 Penalty: 5683.725098
	Iteration 44Q: 3 clusters Score -1.16019e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 91335 members 
Entering Unmasked Estep 
Score: -11601914.000000 Penalty: 5683.725098
	Iteration 45Q: 3 clusters Score -1.160191e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 91407 members 
Entering Unmasked Estep 
Score: -11601912.000000 Penalty: 5683.725098
	Iteration 46Q: 3 clusters Score -1.160191e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 91466 members 
Entering Unmasked Estep 
Score: -11601927.000000 Penalty: 5683.725098
	Iteration 47Q: 3 clusters Score -1.160193e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 91520 members 
Entering Unmasked Estep 
Score: -11601938.000000 Penalty: 5683.725098
	Iteration 48Q: 3 clusters Score -1.160194e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 91562 members 
Entering Unmasked Estep 
Score: -11601953.000000 Penalty: 5683.725098
	Iteration 49Q: 3 clusters Score -1.160195e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 91597 members 
Entering Unmasked Estep 
Score: -11601962.000000 Penalty: 5683.725098
	Iteration 50Q: 3 clusters Score -1.160196e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 91633 members 
Entering Unmasked Estep 
Score: -11601983.000000 Penalty: 5683.725098
	Iteration 51Q: 3 clusters Score -1.160198e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 91674 members 
Entering Unmasked Estep 
Score: -11601965.000000 Penalty: 5683.725098
	Iteration 52Q: 3 clusters Score -1.160196e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 91710 members 
Entering Unmasked Estep 
Score: -11601964.000000 Penalty: 5683.725098
	Iteration 53Q: 3 clusters Score -1.160196e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -11601979.000000 Penalty: 5683.725098
	Iteration 54Q: 3 clusters Score -1.160198e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 91786 members 
Entering Unmasked Estep 
Score: -11601978.000000 Penalty: 5683.725098
	Iteration 55Q: 3 clusters Score -1.160198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 91801 members 
Entering Unmasked Estep 
Score: -11601982.000000 Penalty: 5683.725098
	Iteration 56Q: 3 clusters Score -1.160198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 91817 members 
Entering Unmasked Estep 
Score: -11601976.000000 Penalty: 5683.725098
	Iteration 57Q: 3 clusters Score -1.160198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 91829 members 
Entering Unmasked Estep 
Score: -11601966.000000 Penalty: 5683.725098
	Iteration 58Q: 3 clusters Score -1.160197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 91843 members 
Entering Unmasked Estep 
Score: -11601970.000000 Penalty: 5683.725098
	Iteration 59Q: 3 clusters Score -1.160197e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 91860 members 
Entering Unmasked Estep 
Score: -11601988.000000 Penalty: 5683.725098
	Iteration 60F: 3 clusters Score -1.160199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 91873 members 
Entering Unmasked Estep 
Score: -11601994.000000 Penalty: 5683.725098
	Iteration 61Q: 3 clusters Score -1.160199e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 91892 members 
Entering Unmasked Estep 
Score: -11601982.000000 Penalty: 5683.725098
	Iteration 62Q: 3 clusters Score -1.160198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 91907 members 
Entering Unmasked Estep 
Score: -11601990.000000 Penalty: 5683.725098
	Iteration 63Q: 3 clusters Score -1.160199e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 91928 members 
Entering Unmasked Estep 
Score: -11601991.000000 Penalty: 5683.725098
	Iteration 64Q: 3 clusters Score -1.160199e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 91945 members 
Entering Unmasked Estep 
Score: -11602001.000000 Penalty: 5683.725098
	Iteration 65Q: 3 clusters Score -1.1602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 91962 members 
Entering Unmasked Estep 
Score: -11601991.000000 Penalty: 5683.725098
	Iteration 66Q: 3 clusters Score -1.160199e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 91980 members 
Entering Unmasked Estep 
Score: -11601995.000000 Penalty: 5683.725098
	Iteration 67Q: 3 clusters Score -1.1602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 91990 members 
Entering Unmasked Estep 
Score: -11601995.000000 Penalty: 5683.725098
	Iteration 68Q: 3 clusters Score -1.1602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 92000 members 
Entering Unmasked Estep 
Score: -11601988.000000 Penalty: 5683.725098
	Iteration 69Q: 3 clusters Score -1.160199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 92006 members 
Entering Unmasked Estep 
Score: -11601992.000000 Penalty: 5683.725098
	Iteration 70Q: 3 clusters Score -1.160199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 92010 members 
Entering Unmasked Estep 
Score: -11602003.000000 Penalty: 5683.725098
	Iteration 71Q: 3 clusters Score -1.1602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 92011 members 
Entering Unmasked Estep 
Score: -11602000.000000 Penalty: 5683.725098
	Iteration 72Q: 3 clusters Score -1.1602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 92016 members 
Entering Unmasked Estep 
Score: -11602005.000000 Penalty: 5683.725098
	Iteration 73Q: 3 clusters Score -1.1602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 92017 members 
Entering Unmasked Estep 
Score: -11601999.000000 Penalty: 5683.725098
	Iteration 74Q: 3 clusters Score -1.1602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 92017 members 
Entering Unmasked Estep 
Score: -11601999.000000 Penalty: 5683.725098
	Iteration 75F: 3 clusters Score -1.1602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -63200.835938 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -63200.84 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 317 members 
Entering Unmasked Estep 
Score: -61636.773438 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -61636.77 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62129.820312 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -62129.82 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62300.679688 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -62300.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62390.468750 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -62390.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62471.808594 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -62471.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62549.875000 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -62549.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62618.609375 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -62618.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62657.226562 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -62657.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -62689.437500 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -62689.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62713.253906 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -62713.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -62725.214844 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -62725.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -62737.449219 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -62737.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62749.359375 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -62749.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62753.406250 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -62753.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -62757.703125 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -62757.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -62759.007812 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -62759.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -62759.007812 Penalty: 3199.433350
	Iteration 16F: 3 clusters Score -62759.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Entering Unmasked Estep 
Score: -695989.812500 Penalty: 2157.148682
	Iteration 0F: 2 clusters Score -695989.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -690798.562500 Penalty: 4314.297363
	Iteration 0F: 3 clusters Score -690798.6 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -692026.812500 Penalty: 4314.297363
	Iteration 1F: 3 clusters Score -692026.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -692327.687500 Penalty: 4314.297363
	Iteration 2F: 3 clusters Score -692327.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -692588.250000 Penalty: 4314.297363
	Iteration 3F: 3 clusters Score -692588.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -692786.187500 Penalty: 4314.297363
	Iteration 4Q: 3 clusters Score -692786.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -692962.250000 Penalty: 4314.297363
	Iteration 5Q: 3 clusters Score -692962.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -693130.000000 Penalty: 4314.297363
	Iteration 6Q: 3 clusters Score -693130 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -693282.500000 Penalty: 4314.297363
	Iteration 7Q: 3 clusters Score -693282.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -693390.937500 Penalty: 4314.297363
	Iteration 8Q: 3 clusters Score -693390.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -693484.000000 Penalty: 4314.297363
	Iteration 9Q: 3 clusters Score -693484 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -693573.125000 Penalty: 4314.297363
	Iteration 10Q: 3 clusters Score -693573.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -693659.312500 Penalty: 4314.297363
	Iteration 11Q: 3 clusters Score -693659.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -693732.312500 Penalty: 4314.297363
	Iteration 12Q: 3 clusters Score -693732.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -693800.375000 Penalty: 4314.297363
	Iteration 13Q: 3 clusters Score -693800.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -693863.125000 Penalty: 4314.297363
	Iteration 14Q: 3 clusters Score -693863.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -693920.812500 Penalty: 4314.297363
	Iteration 15Q: 3 clusters Score -693920.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -693967.187500 Penalty: 4314.297363
	Iteration 16Q: 3 clusters Score -693967.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -694005.312500 Penalty: 4314.297363
	Iteration 17Q: 3 clusters Score -694005.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -694052.187500 Penalty: 4314.297363
	Iteration 18Q: 3 clusters Score -694052.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -694095.312500 Penalty: 4314.297363
	Iteration 19Q: 3 clusters Score -694095.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -694131.812500 Penalty: 4314.297363
	Iteration 20F: 3 clusters Score -694131.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -694168.375000 Penalty: 4314.297363
	Iteration 21Q: 3 clusters Score -694168.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -694205.000000 Penalty: 4314.297363
	Iteration 22Q: 3 clusters Score -694205 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -694246.125000 Penalty: 4314.297363
	Iteration 23Q: 3 clusters Score -694246.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -694294.937500 Penalty: 4314.297363
	Iteration 24Q: 3 clusters Score -694294.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -694352.562500 Penalty: 4314.297363
	Iteration 25Q: 3 clusters Score -694352.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -694396.062500 Penalty: 4314.297363
	Iteration 26Q: 3 clusters Score -694396.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -694430.375000 Penalty: 4314.297363
	Iteration 27Q: 3 clusters Score -694430.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -694464.937500 Penalty: 4314.297363
	Iteration 28Q: 3 clusters Score -694464.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -694494.625000 Penalty: 4314.297363
	Iteration 29Q: 3 clusters Score -694494.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -694519.250000 Penalty: 4314.297363
	Iteration 30Q: 3 clusters Score -694519.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -694541.312500 Penalty: 4314.297363
	Iteration 31Q: 3 clusters Score -694541.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -694557.000000 Penalty: 4314.297363
	Iteration 32Q: 3 clusters Score -694557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -694570.625000 Penalty: 4314.297363
	Iteration 33Q: 3 clusters Score -694570.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -694581.250000 Penalty: 4314.297363
	Iteration 34Q: 3 clusters Score -694581.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -694588.125000 Penalty: 4314.297363
	Iteration 35Q: 3 clusters Score -694588.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -694591.812500 Penalty: 4314.297363
	Iteration 36Q: 3 clusters Score -694591.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -694596.625000 Penalty: 4314.297363
	Iteration 37Q: 3 clusters Score -694596.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -694598.937500 Penalty: 4314.297363
	Iteration 38Q: 3 clusters Score -694598.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -694603.187500 Penalty: 4314.297363
	Iteration 39Q: 3 clusters Score -694603.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -694606.187500 Penalty: 4314.297363
	Iteration 40F: 3 clusters Score -694606.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -694607.062500 Penalty: 4314.297363
	Iteration 41Q: 3 clusters Score -694607.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -694609.875000 Penalty: 4314.297363
	Iteration 42Q: 3 clusters Score -694609.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -694613.875000 Penalty: 4314.297363
	Iteration 43Q: 3 clusters Score -694613.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -694615.875000 Penalty: 4314.297363
	Iteration 44Q: 3 clusters Score -694615.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -694617.250000 Penalty: 4314.297363
	Iteration 45Q: 3 clusters Score -694617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -694620.187500 Penalty: 4314.297363
	Iteration 46Q: 3 clusters Score -694620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -694619.812500 Penalty: 4314.297363
	Iteration 47Q: 3 clusters Score -694619.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -694619.437500 Penalty: 4314.297363
	Iteration 48Q: 3 clusters Score -694619.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -694619.437500 Penalty: 4314.297363
	Iteration 49F: 3 clusters Score -694619.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Entering Unmasked Estep 
Score: -7752459.500000 Penalty: 2741.304688
	Iteration 0F: 2 clusters Score -7752460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -7709853.000000 Penalty: 5482.609375
	Iteration 0F: 3 clusters Score -7709853 nChanged 29453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -7726171.500000 Penalty: 5482.609375
	Iteration 1F: 3 clusters Score -7726172 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -7726933.500000 Penalty: 5482.609375
	Iteration 2Q: 3 clusters Score -7726934 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -7728050.500000 Penalty: 5482.609375
	Iteration 3Q: 3 clusters Score -7728050 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -7729716.500000 Penalty: 5482.609375
	Iteration 4F: 3 clusters Score -7729716 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -7732528.500000 Penalty: 5482.609375
	Iteration 5F: 3 clusters Score -7732528 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -7736669.500000 Penalty: 5482.609375
	Iteration 6F: 3 clusters Score -7736670 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -7741541.500000 Penalty: 5482.609375
	Iteration 7F: 3 clusters Score -7741542 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -7745611.000000 Penalty: 5482.609375
	Iteration 8F: 3 clusters Score -7745611 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -7747516.500000 Penalty: 5482.609375
	Iteration 9Q: 3 clusters Score -7747516 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -7748119.000000 Penalty: 5482.609375
	Iteration 10Q: 3 clusters Score -7748119 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 53201 members 
Entering Unmasked Estep 
Score: -7748312.500000 Penalty: 5482.609375
	Iteration 11Q: 3 clusters Score -7748312 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -7748431.500000 Penalty: 5482.609375
	Iteration 12Q: 3 clusters Score -7748432 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -7748519.000000 Penalty: 5482.609375
	Iteration 13Q: 3 clusters Score -7748519 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -7748612.500000 Penalty: 5482.609375
	Iteration 14Q: 3 clusters Score -7748612 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -7748719.500000 Penalty: 5482.609375
	Iteration 15Q: 3 clusters Score -7748720 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 54986 members 
Entering Unmasked Estep 
Score: -7748795.500000 Penalty: 5482.609375
	Iteration 16Q: 3 clusters Score -7748796 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -7748865.500000 Penalty: 5482.609375
	Iteration 17Q: 3 clusters Score -7748866 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -7748932.000000 Penalty: 5482.609375
	Iteration 18Q: 3 clusters Score -7748932 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -7749031.500000 Penalty: 5482.609375
	Iteration 19Q: 3 clusters Score -7749032 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -7749110.000000 Penalty: 5482.609375
	Iteration 20F: 3 clusters Score -7749110 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -7749175.500000 Penalty: 5482.609375
	Iteration 21Q: 3 clusters Score -7749176 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -7749203.500000 Penalty: 5482.609375
	Iteration 22Q: 3 clusters Score -7749204 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -7749224.000000 Penalty: 5482.609375
	Iteration 23Q: 3 clusters Score -7749224 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -7749288.500000 Penalty: 5482.609375
	Iteration 24Q: 3 clusters Score -7749288 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 57452 members 
Entering Unmasked Estep 
Score: -7749302.500000 Penalty: 5482.609375
	Iteration 25Q: 3 clusters Score -7749302 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 57614 members 
Entering Unmasked Estep 
Score: -7749334.500000 Penalty: 5482.609375
	Iteration 26Q: 3 clusters Score -7749334 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 57782 members 
Entering Unmasked Estep 
Score: -7749354.500000 Penalty: 5482.609375
	Iteration 27Q: 3 clusters Score -7749354 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
Score: -7749394.000000 Penalty: 5482.609375
	Iteration 28Q: 3 clusters Score -7749394 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -7749423.500000 Penalty: 5482.609375
	Iteration 29Q: 3 clusters Score -7749424 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 58239 members 
Entering Unmasked Estep 
Score: -7749456.500000 Penalty: 5482.609375
	Iteration 30Q: 3 clusters Score -7749456 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -7749482.500000 Penalty: 5482.609375
	Iteration 31Q: 3 clusters Score -7749482 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -7749555.000000 Penalty: 5482.609375
	Iteration 32Q: 3 clusters Score -7749555 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 58658 members 
Entering Unmasked Estep 
Score: -7749577.500000 Penalty: 5482.609375
	Iteration 33Q: 3 clusters Score -7749578 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 58794 members 
Entering Unmasked Estep 
Score: -7749586.000000 Penalty: 5482.609375
	Iteration 34Q: 3 clusters Score -7749586 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 58905 members 
Entering Unmasked Estep 
Score: -7749636.000000 Penalty: 5482.609375
	Iteration 35Q: 3 clusters Score -7749636 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -7749656.000000 Penalty: 5482.609375
	Iteration 36Q: 3 clusters Score -7749656 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -7749665.500000 Penalty: 5482.609375
	Iteration 37Q: 3 clusters Score -7749666 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 59212 members 
Entering Unmasked Estep 
Score: -7749688.500000 Penalty: 5482.609375
	Iteration 38Q: 3 clusters Score -7749688 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -7749699.000000 Penalty: 5482.609375
	Iteration 39Q: 3 clusters Score -7749699 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -7749720.500000 Penalty: 5482.609375
	Iteration 40F: 3 clusters Score -7749720 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 59525 members 
Entering Unmasked Estep 
Score: -7749757.500000 Penalty: 5482.609375
	Iteration 41Q: 3 clusters Score -7749758 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -7749762.000000 Penalty: 5482.609375
	Iteration 42Q: 3 clusters Score -7749762 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -7749792.500000 Penalty: 5482.609375
	Iteration 43Q: 3 clusters Score -7749792 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -7749806.500000 Penalty: 5482.609375
	Iteration 44Q: 3 clusters Score -7749806 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -7749808.000000 Penalty: 5482.609375
	Iteration 45Q: 3 clusters Score -7749808 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -7749849.500000 Penalty: 5482.609375
	Iteration 46Q: 3 clusters Score -7749850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -7749874.500000 Penalty: 5482.609375
	Iteration 47Q: 3 clusters Score -7749874 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -7749888.500000 Penalty: 5482.609375
	Iteration 48Q: 3 clusters Score -7749888 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -7749908.000000 Penalty: 5482.609375
	Iteration 49Q: 3 clusters Score -7749908 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
Score: -7749925.000000 Penalty: 5482.609375
	Iteration 50Q: 3 clusters Score -7749925 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -7749940.000000 Penalty: 5482.609375
	Iteration 51Q: 3 clusters Score -7749940 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 60473 members 
Entering Unmasked Estep 
Score: -7749961.000000 Penalty: 5482.609375
	Iteration 52Q: 3 clusters Score -7749961 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 60549 members 
Entering Unmasked Estep 
Score: -7749983.000000 Penalty: 5482.609375
	Iteration 53Q: 3 clusters Score -7749983 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 60626 members 
Entering Unmasked Estep 
Score: -7750000.500000 Penalty: 5482.609375
	Iteration 54Q: 3 clusters Score -7750000 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -7750005.500000 Penalty: 5482.609375
	Iteration 55Q: 3 clusters Score -7750006 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -7750008.000000 Penalty: 5482.609375
	Iteration 56Q: 3 clusters Score -7750008 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -7750032.500000 Penalty: 5482.609375
	Iteration 57Q: 3 clusters Score -7750032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -7750071.000000 Penalty: 5482.609375
	Iteration 58Q: 3 clusters Score -7750071 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -7750059.000000 Penalty: 5482.609375
	Iteration 59Q: 3 clusters Score -7750059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -7750076.500000 Penalty: 5482.609375
	Iteration 60F: 3 clusters Score -7750076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -7750091.000000 Penalty: 5482.609375
	Iteration 61Q: 3 clusters Score -7750091 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -7750104.500000 Penalty: 5482.609375
	Iteration 62Q: 3 clusters Score -7750104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -7750122.000000 Penalty: 5482.609375
	Iteration 63Q: 3 clusters Score -7750122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -7750118.000000 Penalty: 5482.609375
	Iteration 64Q: 3 clusters Score -7750118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 61212 members 
Entering Unmasked Estep 
Score: -7750114.000000 Penalty: 5482.609375
	Iteration 65Q: 3 clusters Score -7750114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -7750131.500000 Penalty: 5482.609375
	Iteration 66Q: 3 clusters Score -7750132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 61277 members 
Entering Unmasked Estep 
Score: -7750135.000000 Penalty: 5482.609375
	Iteration 67Q: 3 clusters Score -7750135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -7750132.500000 Penalty: 5482.609375
	Iteration 68Q: 3 clusters Score -7750132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 61319 members 
Entering Unmasked Estep 
Score: -7750127.500000 Penalty: 5482.609375
	Iteration 69Q: 3 clusters Score -7750128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -7750138.500000 Penalty: 5482.609375
	Iteration 70Q: 3 clusters Score -7750138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 61347 members 
Entering Unmasked Estep 
Score: -7750124.500000 Penalty: 5482.609375
	Iteration 71Q: 3 clusters Score -7750124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
Score: -7750123.500000 Penalty: 5482.609375
	Iteration 72Q: 3 clusters Score -7750124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -7750135.500000 Penalty: 5482.609375
	Iteration 73Q: 3 clusters Score -7750136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 61387 members 
Entering Unmasked Estep 
Score: -7750139.500000 Penalty: 5482.609375
	Iteration 74Q: 3 clusters Score -7750140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -7750147.000000 Penalty: 5482.609375
	Iteration 75Q: 3 clusters Score -7750147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -7750152.000000 Penalty: 5482.609375
	Iteration 76Q: 3 clusters Score -7750152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 61423 members 
Entering Unmasked Estep 
Score: -7750152.500000 Penalty: 5482.609375
	Iteration 77Q: 3 clusters Score -7750152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 61435 members 
Entering Unmasked Estep 
Score: -7750162.000000 Penalty: 5482.609375
	Iteration 78Q: 3 clusters Score -7750162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -7750172.000000 Penalty: 5482.609375
	Iteration 79Q: 3 clusters Score -7750172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -7750180.000000 Penalty: 5482.609375
	Iteration 80F: 3 clusters Score -7750180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -7750169.500000 Penalty: 5482.609375
	Iteration 81Q: 3 clusters Score -7750170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -7750168.000000 Penalty: 5482.609375
	Iteration 82Q: 3 clusters Score -7750168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -7750168.000000 Penalty: 5482.609375
	Iteration 83F: 3 clusters Score -7750168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -109965.218750 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -109965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -108056.117188 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -108056.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -108525.671875 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -108525.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -109125.796875 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -109125.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -109900.148438 Penalty: 3485.107666
	Iteration 3F: 3 clusters Score -109900.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -110300.031250 Penalty: 3485.107666
	Iteration 4F: 3 clusters Score -110300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -110507.109375 Penalty: 3485.107666
	Iteration 5F: 3 clusters Score -110507.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -110566.000000 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -110566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -110591.351562 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -110591.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -110605.296875 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -110605.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -110614.140625 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -110614.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -110619.078125 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -110619.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -110621.335938 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -110621.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -110621.335938 Penalty: 3485.107666
	Iteration 12F: 3 clusters Score -110621.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94762 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63174 members 
Mstep: Class 7 contains 850 members 
Mstep: Class 8 contains 276 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117123 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26356 members 
Mstep: Class 17 contains 229762 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35246 members 
Mstep: Class 23 contains 219391 members 
Mstep: Class 24 contains 65814 members 
Entering Unmasked Estep 
Score: -104302312.000000 Penalty: 61069.699219
Splitting cluster 8 changes total score from -104303288.000000 to -104302312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -75298.390625 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -75298.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73545.554688 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -73545.55 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73835.476562 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -73835.48 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73969.875000 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -73969.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -74045.234375 Penalty: 3294.673340
	Iteration 3Q: 3 clusters Score -74045.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74094.250000 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -74094.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -74128.195312 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -74128.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74160.273438 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -74160.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -74185.507812 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -74185.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74195.734375 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -74195.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74214.429688 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -74214.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74228.000000 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -74228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74264.554688 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -74264.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74298.195312 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -74298.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74331.476562 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -74331.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74358.570312 Penalty: 3294.673340
	Iteration 14Q: 3 clusters Score -74358.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -74383.343750 Penalty: 3294.673340
	Iteration 15Q: 3 clusters Score -74383.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74390.085938 Penalty: 3294.673340
	Iteration 16Q: 3 clusters Score -74390.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74413.398438 Penalty: 3294.673340
	Iteration 17Q: 3 clusters Score -74413.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74417.507812 Penalty: 3294.673340
	Iteration 18Q: 3 clusters Score -74417.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74422.234375 Penalty: 3294.673340
	Iteration 19Q: 3 clusters Score -74422.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74428.554688 Penalty: 3294.673340
	Iteration 20F: 3 clusters Score -74428.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74436.843750 Penalty: 3294.673340
	Iteration 21Q: 3 clusters Score -74436.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74444.062500 Penalty: 3294.673340
	Iteration 22Q: 3 clusters Score -74444.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -74449.015625 Penalty: 3294.673340
	Iteration 23Q: 3 clusters Score -74449.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74450.265625 Penalty: 3294.673340
	Iteration 24Q: 3 clusters Score -74450.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74450.265625 Penalty: 3294.673340
	Iteration 25F: 3 clusters Score -74450.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (117123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117123 members 
Entering Unmasked Estep 
Score: -14344123.000000 Penalty: 2894.402832
	Iteration 0F: 2 clusters Score -1.434412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 58525 members 
Entering Unmasked Estep 
Score: -14265836.000000 Penalty: 5788.805664
	Iteration 0F: 3 clusters Score -1.426584e+07 nChanged 55720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -14297433.000000 Penalty: 5788.805664
	Iteration 1F: 3 clusters Score -1.429743e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -14298333.000000 Penalty: 5788.805664
	Iteration 2Q: 3 clusters Score -1.429833e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -14299628.000000 Penalty: 5788.805664
	Iteration 3Q: 3 clusters Score -1.429963e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -14301406.000000 Penalty: 5788.805664
	Iteration 4Q: 3 clusters Score -1.430141e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63371 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -14304258.000000 Penalty: 5788.805664
	Iteration 5Q: 3 clusters Score -1.430426e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -14308784.000000 Penalty: 5788.805664
	Iteration 6F: 3 clusters Score -1.430878e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70838 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -14316066.000000 Penalty: 5788.805664
	Iteration 7F: 3 clusters Score -1.431607e+07 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75771 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -14325339.000000 Penalty: 5788.805664
	Iteration 8F: 3 clusters Score -1.432534e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79162 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -14331260.000000 Penalty: 5788.805664
	Iteration 9F: 3 clusters Score -1.433126e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81154 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -14333183.000000 Penalty: 5788.805664
	Iteration 10Q: 3 clusters Score -1.433318e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82755 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -14334133.000000 Penalty: 5788.805664
	Iteration 11Q: 3 clusters Score -1.433413e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -14334671.000000 Penalty: 5788.805664
	Iteration 12Q: 3 clusters Score -1.433467e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85562 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -14335251.000000 Penalty: 5788.805664
	Iteration 13Q: 3 clusters Score -1.433525e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86854 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -14335692.000000 Penalty: 5788.805664
	Iteration 14Q: 3 clusters Score -1.433569e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88093 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -14336084.000000 Penalty: 5788.805664
	Iteration 15Q: 3 clusters Score -1.433608e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89272 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -14336407.000000 Penalty: 5788.805664
	Iteration 16Q: 3 clusters Score -1.433641e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90359 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -14336648.000000 Penalty: 5788.805664
	Iteration 17Q: 3 clusters Score -1.433665e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91376 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -14336817.000000 Penalty: 5788.805664
	Iteration 18Q: 3 clusters Score -1.433682e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92344 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -14337004.000000 Penalty: 5788.805664
	Iteration 19Q: 3 clusters Score -1.4337e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93284 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -14337274.000000 Penalty: 5788.805664
	Iteration 20F: 3 clusters Score -1.433727e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -14337384.000000 Penalty: 5788.805664
	Iteration 21Q: 3 clusters Score -1.433738e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95003 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -14337574.000000 Penalty: 5788.805664
	Iteration 22Q: 3 clusters Score -1.433757e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95833 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -14337752.000000 Penalty: 5788.805664
	Iteration 23Q: 3 clusters Score -1.433775e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96688 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -14338001.000000 Penalty: 5788.805664
	Iteration 24Q: 3 clusters Score -1.4338e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97544 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -14338204.000000 Penalty: 5788.805664
	Iteration 25Q: 3 clusters Score -1.43382e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98399 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -14338370.000000 Penalty: 5788.805664
	Iteration 26Q: 3 clusters Score -1.433837e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99305 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -14338506.000000 Penalty: 5788.805664
	Iteration 27Q: 3 clusters Score -1.433851e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100219 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -14338695.000000 Penalty: 5788.805664
	Iteration 28Q: 3 clusters Score -1.43387e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101091 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -14338897.000000 Penalty: 5788.805664
	Iteration 29Q: 3 clusters Score -1.43389e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101971 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -14339190.000000 Penalty: 5788.805664
	Iteration 30Q: 3 clusters Score -1.433919e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102821 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -14339440.000000 Penalty: 5788.805664
	Iteration 31Q: 3 clusters Score -1.433944e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103628 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -14339647.000000 Penalty: 5788.805664
	Iteration 32Q: 3 clusters Score -1.433965e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104395 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -14339843.000000 Penalty: 5788.805664
	Iteration 33Q: 3 clusters Score -1.433984e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105171 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -14340010.000000 Penalty: 5788.805664
	Iteration 34Q: 3 clusters Score -1.434001e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105898 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -14340133.000000 Penalty: 5788.805664
	Iteration 35Q: 3 clusters Score -1.434013e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106596 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -14340339.000000 Penalty: 5788.805664
	Iteration 36Q: 3 clusters Score -1.434034e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107265 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -14340590.000000 Penalty: 5788.805664
	Iteration 37Q: 3 clusters Score -1.434059e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107849 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -14340710.000000 Penalty: 5788.805664
	Iteration 38Q: 3 clusters Score -1.434071e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108411 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -14340854.000000 Penalty: 5788.805664
	Iteration 39Q: 3 clusters Score -1.434085e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108963 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -14340985.000000 Penalty: 5788.805664
	Iteration 40F: 3 clusters Score -1.434098e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109450 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -14341145.000000 Penalty: 5788.805664
	Iteration 41Q: 3 clusters Score -1.434114e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109886 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -14341215.000000 Penalty: 5788.805664
	Iteration 42Q: 3 clusters Score -1.434122e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110286 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -14341257.000000 Penalty: 5788.805664
	Iteration 43Q: 3 clusters Score -1.434126e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110673 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -14341380.000000 Penalty: 5788.805664
	Iteration 44Q: 3 clusters Score -1.434138e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111066 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -14341512.000000 Penalty: 5788.805664
	Iteration 45Q: 3 clusters Score -1.434151e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111388 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -14341611.000000 Penalty: 5788.805664
	Iteration 46Q: 3 clusters Score -1.434161e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111675 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -14341667.000000 Penalty: 5788.805664
	Iteration 47Q: 3 clusters Score -1.434167e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111938 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -14341681.000000 Penalty: 5788.805664
	Iteration 48Q: 3 clusters Score -1.434168e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112145 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -14341715.000000 Penalty: 5788.805664
	Iteration 49Q: 3 clusters Score -1.434172e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112328 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -14341725.000000 Penalty: 5788.805664
	Iteration 50Q: 3 clusters Score -1.434172e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112489 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -14341769.000000 Penalty: 5788.805664
	Iteration 51Q: 3 clusters Score -1.434177e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112649 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -14341828.000000 Penalty: 5788.805664
	Iteration 52Q: 3 clusters Score -1.434183e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112806 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -14341830.000000 Penalty: 5788.805664
	Iteration 53Q: 3 clusters Score -1.434183e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112961 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -14341890.000000 Penalty: 5788.805664
	Iteration 54Q: 3 clusters Score -1.434189e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113092 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -14341933.000000 Penalty: 5788.805664
	Iteration 55Q: 3 clusters Score -1.434193e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113210 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -14341950.000000 Penalty: 5788.805664
	Iteration 56Q: 3 clusters Score -1.434195e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113317 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -14341986.000000 Penalty: 5788.805664
	Iteration 57Q: 3 clusters Score -1.434199e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113405 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -14342006.000000 Penalty: 5788.805664
	Iteration 58Q: 3 clusters Score -1.434201e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113474 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -14342016.000000 Penalty: 5788.805664
	Iteration 59Q: 3 clusters Score -1.434202e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113534 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -14342013.000000 Penalty: 5788.805664
	Iteration 60F: 3 clusters Score -1.434201e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113604 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -14342021.000000 Penalty: 5788.805664
	Iteration 61Q: 3 clusters Score -1.434202e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113684 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -14342038.000000 Penalty: 5788.805664
	Iteration 62Q: 3 clusters Score -1.434204e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -14342048.000000 Penalty: 5788.805664
	Iteration 63Q: 3 clusters Score -1.434205e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113788 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -14342058.000000 Penalty: 5788.805664
	Iteration 64Q: 3 clusters Score -1.434206e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113831 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -14342052.000000 Penalty: 5788.805664
	Iteration 65Q: 3 clusters Score -1.434205e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113866 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -14342056.000000 Penalty: 5788.805664
	Iteration 66Q: 3 clusters Score -1.434206e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113905 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -14342071.000000 Penalty: 5788.805664
	Iteration 67Q: 3 clusters Score -1.434207e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113935 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -14342090.000000 Penalty: 5788.805664
	Iteration 68Q: 3 clusters Score -1.434209e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113958 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -14342090.000000 Penalty: 5788.805664
	Iteration 69Q: 3 clusters Score -1.434209e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113984 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -14342098.000000 Penalty: 5788.805664
	Iteration 70Q: 3 clusters Score -1.43421e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114012 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -14342119.000000 Penalty: 5788.805664
	Iteration 71Q: 3 clusters Score -1.434212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114034 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -14342116.000000 Penalty: 5788.805664
	Iteration 72Q: 3 clusters Score -1.434212e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114057 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -14342094.000000 Penalty: 5788.805664
	Iteration 73Q: 3 clusters Score -1.434209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114074 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -14342101.000000 Penalty: 5788.805664
	Iteration 74Q: 3 clusters Score -1.43421e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114094 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -14342097.000000 Penalty: 5788.805664
	Iteration 75Q: 3 clusters Score -1.43421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114112 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -14342091.000000 Penalty: 5788.805664
	Iteration 76Q: 3 clusters Score -1.434209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114121 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -14342089.000000 Penalty: 5788.805664
	Iteration 77Q: 3 clusters Score -1.434209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114133 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -14342094.000000 Penalty: 5788.805664
	Iteration 78Q: 3 clusters Score -1.434209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114144 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -14342086.000000 Penalty: 5788.805664
	Iteration 79Q: 3 clusters Score -1.434209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114154 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -14342085.000000 Penalty: 5788.805664
	Iteration 80F: 3 clusters Score -1.434208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114167 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -14342103.000000 Penalty: 5788.805664
	Iteration 81Q: 3 clusters Score -1.43421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114176 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -14342122.000000 Penalty: 5788.805664
	Iteration 82Q: 3 clusters Score -1.434212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114181 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -14342123.000000 Penalty: 5788.805664
	Iteration 83Q: 3 clusters Score -1.434212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114185 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -14342108.000000 Penalty: 5788.805664
	Iteration 84Q: 3 clusters Score -1.434211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114191 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -14342118.000000 Penalty: 5788.805664
	Iteration 85Q: 3 clusters Score -1.434212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114198 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -14342109.000000 Penalty: 5788.805664
	Iteration 86Q: 3 clusters Score -1.434211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114208 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -14342095.000000 Penalty: 5788.805664
	Iteration 87Q: 3 clusters Score -1.43421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114222 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -14342106.000000 Penalty: 5788.805664
	Iteration 88Q: 3 clusters Score -1.434211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114234 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -14342118.000000 Penalty: 5788.805664
	Iteration 89Q: 3 clusters Score -1.434212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114244 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -14342106.000000 Penalty: 5788.805664
	Iteration 90Q: 3 clusters Score -1.434211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114256 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -14342120.000000 Penalty: 5788.805664
	Iteration 91Q: 3 clusters Score -1.434212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114266 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -14342118.000000 Penalty: 5788.805664
	Iteration 92Q: 3 clusters Score -1.434212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114280 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -14342115.000000 Penalty: 5788.805664
	Iteration 93Q: 3 clusters Score -1.434212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114292 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -14342121.000000 Penalty: 5788.805664
	Iteration 94Q: 3 clusters Score -1.434212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114299 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -14342124.000000 Penalty: 5788.805664
	Iteration 95Q: 3 clusters Score -1.434212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114302 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -14342132.000000 Penalty: 5788.805664
	Iteration 96Q: 3 clusters Score -1.434213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114302 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -14342132.000000 Penalty: 5788.805664
	Iteration 97F: 3 clusters Score -1.434213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -294048.687500 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -294048.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -290957.875000 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -290957.9 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -291548.312500 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -291548.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -291719.250000 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -291719.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -291827.343750 Penalty: 3917.059082
	Iteration 3F: 3 clusters Score -291827.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -291913.937500 Penalty: 3917.059082
	Iteration 4Q: 3 clusters Score -291913.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -291978.687500 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -291978.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -292044.281250 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -292044.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -292110.406250 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -292110.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -292163.062500 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -292163.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -292223.500000 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -292223.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -292287.531250 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -292287.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -292359.437500 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -292359.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -292412.437500 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -292412.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -292447.687500 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -292447.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -292486.812500 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -292486.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -292522.437500 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -292522.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -292553.843750 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -292553.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -292580.218750 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -292580.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -292593.656250 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -292593.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -292605.750000 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -292605.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -292614.250000 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -292614.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -292619.812500 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -292619.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -292626.343750 Penalty: 3917.059082
	Iteration 22Q: 3 clusters Score -292626.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -292633.156250 Penalty: 3917.059082
	Iteration 23Q: 3 clusters Score -292633.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -292639.718750 Penalty: 3917.059082
	Iteration 24Q: 3 clusters Score -292639.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -292647.031250 Penalty: 3917.059082
	Iteration 25Q: 3 clusters Score -292647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -292654.312500 Penalty: 3917.059082
	Iteration 26Q: 3 clusters Score -292654.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -292659.218750 Penalty: 3917.059082
	Iteration 27Q: 3 clusters Score -292659.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -292662.312500 Penalty: 3917.059082
	Iteration 28Q: 3 clusters Score -292662.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -292665.468750 Penalty: 3917.059082
	Iteration 29Q: 3 clusters Score -292665.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -292669.375000 Penalty: 3917.059082
	Iteration 30Q: 3 clusters Score -292669.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -292670.000000 Penalty: 3917.059082
	Iteration 31Q: 3 clusters Score -292670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -292672.000000 Penalty: 3917.059082
	Iteration 32Q: 3 clusters Score -292672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -292673.062500 Penalty: 3917.059082
	Iteration 33Q: 3 clusters Score -292673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -292672.968750 Penalty: 3917.059082
	Iteration 34Q: 3 clusters Score -292673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -292674.031250 Penalty: 3917.059082
	Iteration 35Q: 3 clusters Score -292674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -292674.031250 Penalty: 3917.059082
	Iteration 36F: 3 clusters Score -292674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Entering Unmasked Estep 
Score: -3239600.750000 Penalty: 2524.503906
	Iteration 0F: 2 clusters Score -3239601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -3221355.750000 Penalty: 5049.007812
	Iteration 0F: 3 clusters Score -3221356 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3227820.500000 Penalty: 5049.007812
	Iteration 1F: 3 clusters Score -3227820 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3228216.750000 Penalty: 5049.007812
	Iteration 2Q: 3 clusters Score -3228217 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3228507.250000 Penalty: 5049.007812
	Iteration 3Q: 3 clusters Score -3228507 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -3228770.250000 Penalty: 5049.007812
	Iteration 4Q: 3 clusters Score -3228770 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3229034.250000 Penalty: 5049.007812
	Iteration 5Q: 3 clusters Score -3229034 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3229332.250000 Penalty: 5049.007812
	Iteration 6Q: 3 clusters Score -3229332 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -3229668.000000 Penalty: 5049.007812
	Iteration 7Q: 3 clusters Score -3229668 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3230036.250000 Penalty: 5049.007812
	Iteration 8Q: 3 clusters Score -3230036 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -3230468.750000 Penalty: 5049.007812
	Iteration 9Q: 3 clusters Score -3230469 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3230978.750000 Penalty: 5049.007812
	Iteration 10Q: 3 clusters Score -3230979 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -3231664.750000 Penalty: 5049.007812
	Iteration 11Q: 3 clusters Score -3231665 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -3232592.750000 Penalty: 5049.007812
	Iteration 12F: 3 clusters Score -3232593 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3233670.500000 Penalty: 5049.007812
	Iteration 13F: 3 clusters Score -3233670 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3234583.500000 Penalty: 5049.007812
	Iteration 14F: 3 clusters Score -3234584 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3235086.750000 Penalty: 5049.007812
	Iteration 15Q: 3 clusters Score -3235087 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3235354.250000 Penalty: 5049.007812
	Iteration 16Q: 3 clusters Score -3235354 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3235518.250000 Penalty: 5049.007812
	Iteration 17Q: 3 clusters Score -3235518 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3235646.750000 Penalty: 5049.007812
	Iteration 18Q: 3 clusters Score -3235647 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -3235761.250000 Penalty: 5049.007812
	Iteration 19Q: 3 clusters Score -3235761 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3235835.250000 Penalty: 5049.007812
	Iteration 20F: 3 clusters Score -3235835 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -3235904.000000 Penalty: 5049.007812
	Iteration 21Q: 3 clusters Score -3235904 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -3235959.000000 Penalty: 5049.007812
	Iteration 22Q: 3 clusters Score -3235959 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3236012.250000 Penalty: 5049.007812
	Iteration 23Q: 3 clusters Score -3236012 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3236070.000000 Penalty: 5049.007812
	Iteration 24Q: 3 clusters Score -3236070 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3236090.250000 Penalty: 5049.007812
	Iteration 25Q: 3 clusters Score -3236090 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3236131.750000 Penalty: 5049.007812
	Iteration 26Q: 3 clusters Score -3236132 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3236150.500000 Penalty: 5049.007812
	Iteration 27Q: 3 clusters Score -3236150 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3236179.250000 Penalty: 5049.007812
	Iteration 28Q: 3 clusters Score -3236179 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3236204.500000 Penalty: 5049.007812
	Iteration 29Q: 3 clusters Score -3236204 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3236224.000000 Penalty: 5049.007812
	Iteration 30Q: 3 clusters Score -3236224 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3236237.000000 Penalty: 5049.007812
	Iteration 31Q: 3 clusters Score -3236237 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3236243.250000 Penalty: 5049.007812
	Iteration 32Q: 3 clusters Score -3236243 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3236263.250000 Penalty: 5049.007812
	Iteration 33Q: 3 clusters Score -3236263 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -3236286.750000 Penalty: 5049.007812
	Iteration 34Q: 3 clusters Score -3236287 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -3236303.250000 Penalty: 5049.007812
	Iteration 35Q: 3 clusters Score -3236303 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -3236326.250000 Penalty: 5049.007812
	Iteration 36Q: 3 clusters Score -3236326 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -3236344.000000 Penalty: 5049.007812
	Iteration 37Q: 3 clusters Score -3236344 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -3236361.750000 Penalty: 5049.007812
	Iteration 38Q: 3 clusters Score -3236362 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -3236375.500000 Penalty: 5049.007812
	Iteration 39Q: 3 clusters Score -3236376 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3236381.500000 Penalty: 5049.007812
	Iteration 40F: 3 clusters Score -3236382 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3236395.000000 Penalty: 5049.007812
	Iteration 41Q: 3 clusters Score -3236395 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -3236408.750000 Penalty: 5049.007812
	Iteration 42Q: 3 clusters Score -3236409 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -3236430.750000 Penalty: 5049.007812
	Iteration 43Q: 3 clusters Score -3236431 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -3236439.500000 Penalty: 5049.007812
	Iteration 44Q: 3 clusters Score -3236440 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -3236451.750000 Penalty: 5049.007812
	Iteration 45Q: 3 clusters Score -3236452 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3236477.750000 Penalty: 5049.007812
	Iteration 46Q: 3 clusters Score -3236478 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3236490.250000 Penalty: 5049.007812
	Iteration 47Q: 3 clusters Score -3236490 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -3236516.750000 Penalty: 5049.007812
	Iteration 48Q: 3 clusters Score -3236517 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3236535.000000 Penalty: 5049.007812
	Iteration 49Q: 3 clusters Score -3236535 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3236554.250000 Penalty: 5049.007812
	Iteration 50Q: 3 clusters Score -3236554 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3236568.250000 Penalty: 5049.007812
	Iteration 51Q: 3 clusters Score -3236568 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -3236587.500000 Penalty: 5049.007812
	Iteration 52Q: 3 clusters Score -3236588 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -3236605.250000 Penalty: 5049.007812
	Iteration 53Q: 3 clusters Score -3236605 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -3236621.750000 Penalty: 5049.007812
	Iteration 54Q: 3 clusters Score -3236622 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -3236635.750000 Penalty: 5049.007812
	Iteration 55Q: 3 clusters Score -3236636 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3236662.250000 Penalty: 5049.007812
	Iteration 56Q: 3 clusters Score -3236662 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -3236678.250000 Penalty: 5049.007812
	Iteration 57Q: 3 clusters Score -3236678 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -3236694.500000 Penalty: 5049.007812
	Iteration 58Q: 3 clusters Score -3236694 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -3236718.250000 Penalty: 5049.007812
	Iteration 59Q: 3 clusters Score -3236718 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -3236745.500000 Penalty: 5049.007812
	Iteration 60F: 3 clusters Score -3236746 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -3236771.250000 Penalty: 5049.007812
	Iteration 61Q: 3 clusters Score -3236771 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -3236789.500000 Penalty: 5049.007812
	Iteration 62Q: 3 clusters Score -3236790 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3236804.500000 Penalty: 5049.007812
	Iteration 63Q: 3 clusters Score -3236804 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -3236818.750000 Penalty: 5049.007812
	Iteration 64Q: 3 clusters Score -3236819 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3236827.250000 Penalty: 5049.007812
	Iteration 65Q: 3 clusters Score -3236827 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -3236850.000000 Penalty: 5049.007812
	Iteration 66Q: 3 clusters Score -3236850 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -3236868.750000 Penalty: 5049.007812
	Iteration 67Q: 3 clusters Score -3236869 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -3236887.750000 Penalty: 5049.007812
	Iteration 68Q: 3 clusters Score -3236888 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -3236920.000000 Penalty: 5049.007812
	Iteration 69Q: 3 clusters Score -3236920 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3236944.500000 Penalty: 5049.007812
	Iteration 70Q: 3 clusters Score -3236944 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -3236953.500000 Penalty: 5049.007812
	Iteration 71Q: 3 clusters Score -3236954 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -3236995.000000 Penalty: 5049.007812
	Iteration 72Q: 3 clusters Score -3236995 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -3237029.750000 Penalty: 5049.007812
	Iteration 73Q: 3 clusters Score -3237030 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -3237065.500000 Penalty: 5049.007812
	Iteration 74Q: 3 clusters Score -3237066 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -3237095.250000 Penalty: 5049.007812
	Iteration 75Q: 3 clusters Score -3237095 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -3237106.000000 Penalty: 5049.007812
	Iteration 76Q: 3 clusters Score -3237106 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -3237139.250000 Penalty: 5049.007812
	Iteration 77Q: 3 clusters Score -3237139 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -3237152.000000 Penalty: 5049.007812
	Iteration 78Q: 3 clusters Score -3237152 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -3237171.750000 Penalty: 5049.007812
	Iteration 79Q: 3 clusters Score -3237172 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -3237186.750000 Penalty: 5049.007812
	Iteration 80F: 3 clusters Score -3237187 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -3237220.750000 Penalty: 5049.007812
	Iteration 81Q: 3 clusters Score -3237221 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -3237246.500000 Penalty: 5049.007812
	Iteration 82Q: 3 clusters Score -3237246 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3237271.750000 Penalty: 5049.007812
	Iteration 83Q: 3 clusters Score -3237272 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -3237301.000000 Penalty: 5049.007812
	Iteration 84Q: 3 clusters Score -3237301 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -3237325.500000 Penalty: 5049.007812
	Iteration 85Q: 3 clusters Score -3237326 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -3237352.750000 Penalty: 5049.007812
	Iteration 86Q: 3 clusters Score -3237353 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -3237361.000000 Penalty: 5049.007812
	Iteration 87Q: 3 clusters Score -3237361 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -3237380.500000 Penalty: 5049.007812
	Iteration 88Q: 3 clusters Score -3237380 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3237407.000000 Penalty: 5049.007812
	Iteration 89Q: 3 clusters Score -3237407 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3237434.000000 Penalty: 5049.007812
	Iteration 90Q: 3 clusters Score -3237434 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -3237454.250000 Penalty: 5049.007812
	Iteration 91Q: 3 clusters Score -3237454 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -3237484.500000 Penalty: 5049.007812
	Iteration 92Q: 3 clusters Score -3237484 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -3237506.000000 Penalty: 5049.007812
	Iteration 93Q: 3 clusters Score -3237506 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3237523.750000 Penalty: 5049.007812
	Iteration 94Q: 3 clusters Score -3237524 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -3237536.750000 Penalty: 5049.007812
	Iteration 95Q: 3 clusters Score -3237537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -3237546.000000 Penalty: 5049.007812
	Iteration 96Q: 3 clusters Score -3237546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -3237561.250000 Penalty: 5049.007812
	Iteration 97Q: 3 clusters Score -3237561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -3237571.500000 Penalty: 5049.007812
	Iteration 98Q: 3 clusters Score -3237572 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3237574.250000 Penalty: 5049.007812
	Iteration 99Q: 3 clusters Score -3237574 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -3237609.250000 Penalty: 5049.007812
	Iteration 100F: 3 clusters Score -3237609 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3237615.750000 Penalty: 5049.007812
	Iteration 101Q: 3 clusters Score -3237616 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3237625.000000 Penalty: 5049.007812
	Iteration 102Q: 3 clusters Score -3237625 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3237644.000000 Penalty: 5049.007812
	Iteration 103Q: 3 clusters Score -3237644 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3237662.000000 Penalty: 5049.007812
	Iteration 104Q: 3 clusters Score -3237662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -3237665.000000 Penalty: 5049.007812
	Iteration 105Q: 3 clusters Score -3237665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3237664.500000 Penalty: 5049.007812
	Iteration 106Q: 3 clusters Score -3237664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3237679.250000 Penalty: 5049.007812
	Iteration 107Q: 3 clusters Score -3237679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3237685.000000 Penalty: 5049.007812
	Iteration 108Q: 3 clusters Score -3237685 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3237699.750000 Penalty: 5049.007812
	Iteration 109Q: 3 clusters Score -3237700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -3237707.000000 Penalty: 5049.007812
	Iteration 110Q: 3 clusters Score -3237707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -3237719.000000 Penalty: 5049.007812
	Iteration 111Q: 3 clusters Score -3237719 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -3237735.250000 Penalty: 5049.007812
	Iteration 112Q: 3 clusters Score -3237735 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -3237735.500000 Penalty: 5049.007812
	Iteration 113Q: 3 clusters Score -3237736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3237752.250000 Penalty: 5049.007812
	Iteration 114Q: 3 clusters Score -3237752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -3237755.750000 Penalty: 5049.007812
	Iteration 115Q: 3 clusters Score -3237756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3237759.500000 Penalty: 5049.007812
	Iteration 116Q: 3 clusters Score -3237760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3237757.000000 Penalty: 5049.007812
	Iteration 117Q: 3 clusters Score -3237757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3237760.750000 Penalty: 5049.007812
	Iteration 118Q: 3 clusters Score -3237761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3237762.500000 Penalty: 5049.007812
	Iteration 119Q: 3 clusters Score -3237762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3237759.500000 Penalty: 5049.007812
	Iteration 120F: 3 clusters Score -3237760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3237768.000000 Penalty: 5049.007812
	Iteration 121Q: 3 clusters Score -3237768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3237766.500000 Penalty: 5049.007812
	Iteration 122Q: 3 clusters Score -3237766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3237772.750000 Penalty: 5049.007812
	Iteration 123Q: 3 clusters Score -3237773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3237779.750000 Penalty: 5049.007812
	Iteration 124Q: 3 clusters Score -3237780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -3237781.500000 Penalty: 5049.007812
	Iteration 125Q: 3 clusters Score -3237782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3237779.250000 Penalty: 5049.007812
	Iteration 126Q: 3 clusters Score -3237779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -3237777.750000 Penalty: 5049.007812
	Iteration 127Q: 3 clusters Score -3237778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -3237778.250000 Penalty: 5049.007812
	Iteration 128Q: 3 clusters Score -3237778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3237774.750000 Penalty: 5049.007812
	Iteration 129Q: 3 clusters Score -3237775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3237771.500000 Penalty: 5049.007812
	Iteration 130Q: 3 clusters Score -3237772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -3237773.500000 Penalty: 5049.007812
	Iteration 131Q: 3 clusters Score -3237774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -3237781.000000 Penalty: 5049.007812
	Iteration 132Q: 3 clusters Score -3237781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3237779.000000 Penalty: 5049.007812
	Iteration 133Q: 3 clusters Score -3237779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -3237777.500000 Penalty: 5049.007812
	Iteration 134Q: 3 clusters Score -3237778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -3237783.000000 Penalty: 5049.007812
	Iteration 135Q: 3 clusters Score -3237783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -3237784.250000 Penalty: 5049.007812
	Iteration 136Q: 3 clusters Score -3237784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3237785.000000 Penalty: 5049.007812
	Iteration 137Q: 3 clusters Score -3237785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -3237789.250000 Penalty: 5049.007812
	Iteration 138Q: 3 clusters Score -3237789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -3237786.500000 Penalty: 5049.007812
	Iteration 139Q: 3 clusters Score -3237786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -3237792.500000 Penalty: 5049.007812
	Iteration 140F: 3 clusters Score -3237792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3237796.250000 Penalty: 5049.007812
	Iteration 141Q: 3 clusters Score -3237796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -3237791.750000 Penalty: 5049.007812
	Iteration 142Q: 3 clusters Score -3237792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -3237797.750000 Penalty: 5049.007812
	Iteration 143Q: 3 clusters Score -3237798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3237798.000000 Penalty: 5049.007812
	Iteration 144Q: 3 clusters Score -3237798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -3237795.500000 Penalty: 5049.007812
	Iteration 145Q: 3 clusters Score -3237796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3237796.500000 Penalty: 5049.007812
	Iteration 146Q: 3 clusters Score -3237796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3237799.500000 Penalty: 5049.007812
	Iteration 147Q: 3 clusters Score -3237800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -3237800.000000 Penalty: 5049.007812
	Iteration 148Q: 3 clusters Score -3237800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -3237808.000000 Penalty: 5049.007812
	Iteration 149Q: 3 clusters Score -3237808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -3237813.750000 Penalty: 5049.007812
	Iteration 150Q: 3 clusters Score -3237814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3237817.750000 Penalty: 5049.007812
	Iteration 151Q: 3 clusters Score -3237818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3237826.000000 Penalty: 5049.007812
	Iteration 152Q: 3 clusters Score -3237826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3237822.500000 Penalty: 5049.007812
	Iteration 153Q: 3 clusters Score -3237822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3237828.750000 Penalty: 5049.007812
	Iteration 154Q: 3 clusters Score -3237829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3237831.000000 Penalty: 5049.007812
	Iteration 155Q: 3 clusters Score -3237831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3237831.250000 Penalty: 5049.007812
	Iteration 156Q: 3 clusters Score -3237831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3237833.500000 Penalty: 5049.007812
	Iteration 157Q: 3 clusters Score -3237834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -3237838.000000 Penalty: 5049.007812
	Iteration 158Q: 3 clusters Score -3237838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -3237840.000000 Penalty: 5049.007812
	Iteration 159Q: 3 clusters Score -3237840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -3237838.750000 Penalty: 5049.007812
	Iteration 160F: 3 clusters Score -3237839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -3237848.000000 Penalty: 5049.007812
	Iteration 161Q: 3 clusters Score -3237848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3237844.000000 Penalty: 5049.007812
	Iteration 162Q: 3 clusters Score -3237844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3237842.500000 Penalty: 5049.007812
	Iteration 163Q: 3 clusters Score -3237842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3237838.500000 Penalty: 5049.007812
	Iteration 164Q: 3 clusters Score -3237838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3237837.500000 Penalty: 5049.007812
	Iteration 165Q: 3 clusters Score -3237838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -3237835.500000 Penalty: 5049.007812
	Iteration 166Q: 3 clusters Score -3237836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3237838.000000 Penalty: 5049.007812
	Iteration 167Q: 3 clusters Score -3237838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3237839.250000 Penalty: 5049.007812
	Iteration 168Q: 3 clusters Score -3237839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -3237838.250000 Penalty: 5049.007812
	Iteration 169Q: 3 clusters Score -3237838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3237840.750000 Penalty: 5049.007812
	Iteration 170Q: 3 clusters Score -3237841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -3237841.000000 Penalty: 5049.007812
	Iteration 171Q: 3 clusters Score -3237841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -3237841.000000 Penalty: 5049.007812
	Iteration 172F: 3 clusters Score -3237841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (229762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229762 members 
Entering Unmasked Estep 
Score: -27860724.000000 Penalty: 3061.510254
	Iteration 0F: 2 clusters Score -2.786072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115013 members 
Mstep: Class 2 contains 114749 members 
Entering Unmasked Estep 
Score: -27713608.000000 Penalty: 6123.020508
	Iteration 0F: 3 clusters Score -2.771361e+07 nChanged 110632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118609 members 
Mstep: Class 2 contains 111153 members 
Entering Unmasked Estep 
Score: -27778800.000000 Penalty: 6123.020508
	Iteration 1F: 3 clusters Score -2.77788e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120780 members 
Mstep: Class 2 contains 108982 members 
Entering Unmasked Estep 
Score: -27780202.000000 Penalty: 6123.020508
	Iteration 2Q: 3 clusters Score -2.77802e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124168 members 
Mstep: Class 2 contains 105594 members 
Entering Unmasked Estep 
Score: -27782980.000000 Penalty: 6123.020508
	Iteration 3Q: 3 clusters Score -2.778298e+07 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129146 members 
Mstep: Class 2 contains 100616 members 
Entering Unmasked Estep 
Score: -27787282.000000 Penalty: 6123.020508
	Iteration 4Q: 3 clusters Score -2.778728e+07 nChanged 13284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136500 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -27795410.000000 Penalty: 6123.020508
	Iteration 5F: 3 clusters Score -2.779541e+07 nChanged 16198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146246 members 
Mstep: Class 2 contains 83516 members 
Entering Unmasked Estep 
Score: -27807486.000000 Penalty: 6123.020508
	Iteration 6F: 3 clusters Score -2.780749e+07 nChanged 17272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156818 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -27822392.000000 Penalty: 6123.020508
	Iteration 7F: 3 clusters Score -2.782239e+07 nChanged 15315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165593 members 
Mstep: Class 2 contains 64169 members 
Entering Unmasked Estep 
Score: -27834844.000000 Penalty: 6123.020508
	Iteration 8F: 3 clusters Score -2.783484e+07 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171690 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -27841606.000000 Penalty: 6123.020508
	Iteration 9Q: 3 clusters Score -2.784161e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176184 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -27844774.000000 Penalty: 6123.020508
	Iteration 10Q: 3 clusters Score -2.784477e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180243 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -27846378.000000 Penalty: 6123.020508
	Iteration 11Q: 3 clusters Score -2.784638e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184159 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -27848094.000000 Penalty: 6123.020508
	Iteration 12Q: 3 clusters Score -2.784809e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188077 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -27849574.000000 Penalty: 6123.020508
	Iteration 13Q: 3 clusters Score -2.784957e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191922 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -27850988.000000 Penalty: 6123.020508
	Iteration 14Q: 3 clusters Score -2.785099e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195510 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -27852382.000000 Penalty: 6123.020508
	Iteration 15Q: 3 clusters Score -2.785238e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198905 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -27853596.000000 Penalty: 6123.020508
	Iteration 16Q: 3 clusters Score -2.78536e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202070 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -27854660.000000 Penalty: 6123.020508
	Iteration 17Q: 3 clusters Score -2.785466e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204938 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -27855538.000000 Penalty: 6123.020508
	Iteration 18Q: 3 clusters Score -2.785554e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207647 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -27856388.000000 Penalty: 6123.020508
	Iteration 19Q: 3 clusters Score -2.785639e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210151 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -27857016.000000 Penalty: 6123.020508
	Iteration 20F: 3 clusters Score -2.785702e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212440 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -27857302.000000 Penalty: 6123.020508
	Iteration 21Q: 3 clusters Score -2.78573e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214423 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -27857654.000000 Penalty: 6123.020508
	Iteration 22Q: 3 clusters Score -2.785765e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216211 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -27858070.000000 Penalty: 6123.020508
	Iteration 23Q: 3 clusters Score -2.785807e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217798 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -27858338.000000 Penalty: 6123.020508
	Iteration 24Q: 3 clusters Score -2.785834e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219215 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -27858414.000000 Penalty: 6123.020508
	Iteration 25Q: 3 clusters Score -2.785841e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220405 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -27858654.000000 Penalty: 6123.020508
	Iteration 26Q: 3 clusters Score -2.785865e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221414 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -27858778.000000 Penalty: 6123.020508
	Iteration 27Q: 3 clusters Score -2.785878e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222307 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -27858896.000000 Penalty: 6123.020508
	Iteration 28Q: 3 clusters Score -2.78589e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223036 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -27858924.000000 Penalty: 6123.020508
	Iteration 29Q: 3 clusters Score -2.785892e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223671 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -27858916.000000 Penalty: 6123.020508
	Iteration 30Q: 3 clusters Score -2.785892e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224193 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -27858898.000000 Penalty: 6123.020508
	Iteration 31Q: 3 clusters Score -2.78589e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224667 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -27859012.000000 Penalty: 6123.020508
	Iteration 32Q: 3 clusters Score -2.785901e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225061 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -27859020.000000 Penalty: 6123.020508
	Iteration 33Q: 3 clusters Score -2.785902e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225404 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -27859152.000000 Penalty: 6123.020508
	Iteration 34Q: 3 clusters Score -2.785915e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225693 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -27859258.000000 Penalty: 6123.020508
	Iteration 35Q: 3 clusters Score -2.785926e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225934 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -27859252.000000 Penalty: 6123.020508
	Iteration 36Q: 3 clusters Score -2.785925e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226119 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -27859184.000000 Penalty: 6123.020508
	Iteration 37Q: 3 clusters Score -2.785918e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226302 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -27859176.000000 Penalty: 6123.020508
	Iteration 38Q: 3 clusters Score -2.785918e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226473 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -27859138.000000 Penalty: 6123.020508
	Iteration 39Q: 3 clusters Score -2.785914e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226615 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -27859148.000000 Penalty: 6123.020508
	Iteration 40F: 3 clusters Score -2.785915e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226735 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -27859168.000000 Penalty: 6123.020508
	Iteration 41Q: 3 clusters Score -2.785917e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226845 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -27859186.000000 Penalty: 6123.020508
	Iteration 42Q: 3 clusters Score -2.785919e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226940 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -27859196.000000 Penalty: 6123.020508
	Iteration 43Q: 3 clusters Score -2.78592e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227041 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -27859180.000000 Penalty: 6123.020508
	Iteration 44Q: 3 clusters Score -2.785918e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227135 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -27859180.000000 Penalty: 6123.020508
	Iteration 45Q: 3 clusters Score -2.785918e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227212 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -27859180.000000 Penalty: 6123.020508
	Iteration 46Q: 3 clusters Score -2.785918e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227279 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -27859196.000000 Penalty: 6123.020508
	Iteration 47Q: 3 clusters Score -2.78592e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227344 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -27859180.000000 Penalty: 6123.020508
	Iteration 48Q: 3 clusters Score -2.785918e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227398 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -27859190.000000 Penalty: 6123.020508
	Iteration 49Q: 3 clusters Score -2.785919e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227436 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -27859228.000000 Penalty: 6123.020508
	Iteration 50Q: 3 clusters Score -2.785923e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227467 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -27859240.000000 Penalty: 6123.020508
	Iteration 51Q: 3 clusters Score -2.785924e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227495 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -27859232.000000 Penalty: 6123.020508
	Iteration 52Q: 3 clusters Score -2.785923e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227523 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -27859252.000000 Penalty: 6123.020508
	Iteration 53Q: 3 clusters Score -2.785925e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227551 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -27859254.000000 Penalty: 6123.020508
	Iteration 54Q: 3 clusters Score -2.785925e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227583 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -27859246.000000 Penalty: 6123.020508
	Iteration 55Q: 3 clusters Score -2.785925e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227600 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -27859244.000000 Penalty: 6123.020508
	Iteration 56Q: 3 clusters Score -2.785924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227616 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -27859236.000000 Penalty: 6123.020508
	Iteration 57Q: 3 clusters Score -2.785924e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227637 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -27859208.000000 Penalty: 6123.020508
	Iteration 58Q: 3 clusters Score -2.785921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227650 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -27859196.000000 Penalty: 6123.020508
	Iteration 59Q: 3 clusters Score -2.78592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227661 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -27859214.000000 Penalty: 6123.020508
	Iteration 60F: 3 clusters Score -2.785921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227667 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -27859220.000000 Penalty: 6123.020508
	Iteration 61Q: 3 clusters Score -2.785922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227671 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -27859190.000000 Penalty: 6123.020508
	Iteration 62Q: 3 clusters Score -2.785919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227674 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -27859220.000000 Penalty: 6123.020508
	Iteration 63Q: 3 clusters Score -2.785922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227680 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -27859224.000000 Penalty: 6123.020508
	Iteration 64Q: 3 clusters Score -2.785922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227683 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -27859218.000000 Penalty: 6123.020508
	Iteration 65Q: 3 clusters Score -2.785922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227684 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -27859232.000000 Penalty: 6123.020508
	Iteration 66Q: 3 clusters Score -2.785923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227687 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -27859226.000000 Penalty: 6123.020508
	Iteration 67Q: 3 clusters Score -2.785923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227691 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -27859212.000000 Penalty: 6123.020508
	Iteration 68Q: 3 clusters Score -2.785921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227693 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -27859236.000000 Penalty: 6123.020508
	Iteration 69Q: 3 clusters Score -2.785924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227693 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -27859236.000000 Penalty: 6123.020508
	Iteration 70F: 3 clusters Score -2.785924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Entering Unmasked Estep 
Score: -440285.156250 Penalty: 2048.281494
	Iteration 0F: 2 clusters Score -440285.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -436494.531250 Penalty: 4096.562988
	Iteration 0F: 3 clusters Score -436494.5 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -437271.531250 Penalty: 4096.562988
	Iteration 1F: 3 clusters Score -437271.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -437438.906250 Penalty: 4096.562988
	Iteration 2F: 3 clusters Score -437438.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -437548.375000 Penalty: 4096.562988
	Iteration 3Q: 3 clusters Score -437548.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -437615.375000 Penalty: 4096.562988
	Iteration 4Q: 3 clusters Score -437615.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -437649.250000 Penalty: 4096.562988
	Iteration 5Q: 3 clusters Score -437649.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -437671.031250 Penalty: 4096.562988
	Iteration 6Q: 3 clusters Score -437671 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -437692.500000 Penalty: 4096.562988
	Iteration 7Q: 3 clusters Score -437692.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -437706.781250 Penalty: 4096.562988
	Iteration 8Q: 3 clusters Score -437706.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -437718.562500 Penalty: 4096.562988
	Iteration 9Q: 3 clusters Score -437718.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -437730.250000 Penalty: 4096.562988
	Iteration 10Q: 3 clusters Score -437730.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -437740.406250 Penalty: 4096.562988
	Iteration 11Q: 3 clusters Score -437740.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -437748.718750 Penalty: 4096.562988
	Iteration 12Q: 3 clusters Score -437748.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -437757.156250 Penalty: 4096.562988
	Iteration 13Q: 3 clusters Score -437757.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -437762.281250 Penalty: 4096.562988
	Iteration 14Q: 3 clusters Score -437762.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -437768.531250 Penalty: 4096.562988
	Iteration 15Q: 3 clusters Score -437768.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -437773.593750 Penalty: 4096.562988
	Iteration 16Q: 3 clusters Score -437773.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -437778.750000 Penalty: 4096.562988
	Iteration 17Q: 3 clusters Score -437778.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -437784.781250 Penalty: 4096.562988
	Iteration 18Q: 3 clusters Score -437784.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -437792.406250 Penalty: 4096.562988
	Iteration 19Q: 3 clusters Score -437792.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -437801.781250 Penalty: 4096.562988
	Iteration 20F: 3 clusters Score -437801.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -437807.312500 Penalty: 4096.562988
	Iteration 21Q: 3 clusters Score -437807.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -437812.031250 Penalty: 4096.562988
	Iteration 22Q: 3 clusters Score -437812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -437819.031250 Penalty: 4096.562988
	Iteration 23Q: 3 clusters Score -437819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -437829.312500 Penalty: 4096.562988
	Iteration 24Q: 3 clusters Score -437829.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -437842.156250 Penalty: 4096.562988
	Iteration 25Q: 3 clusters Score -437842.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -437853.843750 Penalty: 4096.562988
	Iteration 26Q: 3 clusters Score -437853.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -437861.156250 Penalty: 4096.562988
	Iteration 27Q: 3 clusters Score -437861.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -437864.781250 Penalty: 4096.562988
	Iteration 28Q: 3 clusters Score -437864.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -437874.000000 Penalty: 4096.562988
	Iteration 29Q: 3 clusters Score -437874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -437882.937500 Penalty: 4096.562988
	Iteration 30Q: 3 clusters Score -437882.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -437893.531250 Penalty: 4096.562988
	Iteration 31Q: 3 clusters Score -437893.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -437903.906250 Penalty: 4096.562988
	Iteration 32Q: 3 clusters Score -437903.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -437917.406250 Penalty: 4096.562988
	Iteration 33Q: 3 clusters Score -437917.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -437926.187500 Penalty: 4096.562988
	Iteration 34Q: 3 clusters Score -437926.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -437939.781250 Penalty: 4096.562988
	Iteration 35Q: 3 clusters Score -437939.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -437956.093750 Penalty: 4096.562988
	Iteration 36Q: 3 clusters Score -437956.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -437977.843750 Penalty: 4096.562988
	Iteration 37Q: 3 clusters Score -437977.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -437997.031250 Penalty: 4096.562988
	Iteration 38Q: 3 clusters Score -437997 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -438027.968750 Penalty: 4096.562988
	Iteration 39Q: 3 clusters Score -438028 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -438063.781250 Penalty: 4096.562988
	Iteration 40F: 3 clusters Score -438063.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -438094.250000 Penalty: 4096.562988
	Iteration 41Q: 3 clusters Score -438094.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -438125.281250 Penalty: 4096.562988
	Iteration 42Q: 3 clusters Score -438125.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -438156.500000 Penalty: 4096.562988
	Iteration 43Q: 3 clusters Score -438156.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -438184.125000 Penalty: 4096.562988
	Iteration 44Q: 3 clusters Score -438184.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -438218.468750 Penalty: 4096.562988
	Iteration 45Q: 3 clusters Score -438218.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -438254.656250 Penalty: 4096.562988
	Iteration 46Q: 3 clusters Score -438254.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -438288.000000 Penalty: 4096.562988
	Iteration 47Q: 3 clusters Score -438288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -438315.843750 Penalty: 4096.562988
	Iteration 48Q: 3 clusters Score -438315.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -438340.093750 Penalty: 4096.562988
	Iteration 49Q: 3 clusters Score -438340.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -438366.125000 Penalty: 4096.562988
	Iteration 50Q: 3 clusters Score -438366.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -438386.750000 Penalty: 4096.562988
	Iteration 51Q: 3 clusters Score -438386.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -438399.500000 Penalty: 4096.562988
	Iteration 52Q: 3 clusters Score -438399.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -438409.531250 Penalty: 4096.562988
	Iteration 53Q: 3 clusters Score -438409.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -438416.062500 Penalty: 4096.562988
	Iteration 54Q: 3 clusters Score -438416.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -438421.000000 Penalty: 4096.562988
	Iteration 55Q: 3 clusters Score -438421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -438425.750000 Penalty: 4096.562988
	Iteration 56Q: 3 clusters Score -438425.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -438429.562500 Penalty: 4096.562988
	Iteration 57Q: 3 clusters Score -438429.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -438435.968750 Penalty: 4096.562988
	Iteration 58Q: 3 clusters Score -438436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -438440.593750 Penalty: 4096.562988
	Iteration 59Q: 3 clusters Score -438440.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -438449.718750 Penalty: 4096.562988
	Iteration 60F: 3 clusters Score -438449.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -438457.906250 Penalty: 4096.562988
	Iteration 61Q: 3 clusters Score -438457.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -438465.750000 Penalty: 4096.562988
	Iteration 62Q: 3 clusters Score -438465.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -438474.312500 Penalty: 4096.562988
	Iteration 63Q: 3 clusters Score -438474.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -438480.343750 Penalty: 4096.562988
	Iteration 64Q: 3 clusters Score -438480.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -438484.875000 Penalty: 4096.562988
	Iteration 65Q: 3 clusters Score -438484.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -438492.562500 Penalty: 4096.562988
	Iteration 66Q: 3 clusters Score -438492.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -438497.562500 Penalty: 4096.562988
	Iteration 67Q: 3 clusters Score -438497.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -438502.687500 Penalty: 4096.562988
	Iteration 68Q: 3 clusters Score -438502.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -438507.593750 Penalty: 4096.562988
	Iteration 69Q: 3 clusters Score -438507.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -438511.750000 Penalty: 4096.562988
	Iteration 70Q: 3 clusters Score -438511.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -438514.593750 Penalty: 4096.562988
	Iteration 71Q: 3 clusters Score -438514.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -438515.531250 Penalty: 4096.562988
	Iteration 72Q: 3 clusters Score -438515.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -438516.656250 Penalty: 4096.562988
	Iteration 73Q: 3 clusters Score -438516.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -438516.656250 Penalty: 4096.562988
	Iteration 74F: 3 clusters Score -438516.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Entering Unmasked Estep 
Score: -500351.187500 Penalty: 2080.335693
	Iteration 0F: 2 clusters Score -500351.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -496214.437500 Penalty: 4160.671387
	Iteration 0F: 3 clusters Score -496214.4 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -497167.093750 Penalty: 4160.671387
	Iteration 1F: 3 clusters Score -497167.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -497384.187500 Penalty: 4160.671387
	Iteration 2F: 3 clusters Score -497384.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -497536.531250 Penalty: 4160.671387
	Iteration 3F: 3 clusters Score -497536.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -497648.062500 Penalty: 4160.671387
	Iteration 4Q: 3 clusters Score -497648.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -497726.000000 Penalty: 4160.671387
	Iteration 5Q: 3 clusters Score -497726 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -497795.750000 Penalty: 4160.671387
	Iteration 6Q: 3 clusters Score -497795.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -497851.406250 Penalty: 4160.671387
	Iteration 7Q: 3 clusters Score -497851.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -497897.500000 Penalty: 4160.671387
	Iteration 8Q: 3 clusters Score -497897.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -497947.031250 Penalty: 4160.671387
	Iteration 9Q: 3 clusters Score -497947 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -497977.187500 Penalty: 4160.671387
	Iteration 10Q: 3 clusters Score -497977.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -498005.156250 Penalty: 4160.671387
	Iteration 11Q: 3 clusters Score -498005.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -498034.687500 Penalty: 4160.671387
	Iteration 12Q: 3 clusters Score -498034.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -498060.281250 Penalty: 4160.671387
	Iteration 13Q: 3 clusters Score -498060.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -498085.718750 Penalty: 4160.671387
	Iteration 14Q: 3 clusters Score -498085.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -498111.875000 Penalty: 4160.671387
	Iteration 15Q: 3 clusters Score -498111.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -498136.656250 Penalty: 4160.671387
	Iteration 16Q: 3 clusters Score -498136.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -498163.406250 Penalty: 4160.671387
	Iteration 17Q: 3 clusters Score -498163.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -498184.968750 Penalty: 4160.671387
	Iteration 18Q: 3 clusters Score -498185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -498203.062500 Penalty: 4160.671387
	Iteration 19Q: 3 clusters Score -498203.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -498222.687500 Penalty: 4160.671387
	Iteration 20F: 3 clusters Score -498222.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -498244.593750 Penalty: 4160.671387
	Iteration 21Q: 3 clusters Score -498244.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -498269.062500 Penalty: 4160.671387
	Iteration 22Q: 3 clusters Score -498269.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -498288.500000 Penalty: 4160.671387
	Iteration 23Q: 3 clusters Score -498288.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -498301.156250 Penalty: 4160.671387
	Iteration 24Q: 3 clusters Score -498301.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -498309.312500 Penalty: 4160.671387
	Iteration 25Q: 3 clusters Score -498309.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -498329.593750 Penalty: 4160.671387
	Iteration 26Q: 3 clusters Score -498329.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -498347.218750 Penalty: 4160.671387
	Iteration 27Q: 3 clusters Score -498347.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -498359.687500 Penalty: 4160.671387
	Iteration 28Q: 3 clusters Score -498359.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -498371.500000 Penalty: 4160.671387
	Iteration 29Q: 3 clusters Score -498371.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -498380.687500 Penalty: 4160.671387
	Iteration 30Q: 3 clusters Score -498380.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -498391.468750 Penalty: 4160.671387
	Iteration 31Q: 3 clusters Score -498391.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -498402.250000 Penalty: 4160.671387
	Iteration 32Q: 3 clusters Score -498402.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -498406.968750 Penalty: 4160.671387
	Iteration 33Q: 3 clusters Score -498407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -498410.343750 Penalty: 4160.671387
	Iteration 34Q: 3 clusters Score -498410.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -498413.937500 Penalty: 4160.671387
	Iteration 35Q: 3 clusters Score -498413.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -498416.625000 Penalty: 4160.671387
	Iteration 36Q: 3 clusters Score -498416.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -498419.906250 Penalty: 4160.671387
	Iteration 37Q: 3 clusters Score -498419.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -498423.031250 Penalty: 4160.671387
	Iteration 38Q: 3 clusters Score -498423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -498426.875000 Penalty: 4160.671387
	Iteration 39Q: 3 clusters Score -498426.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -498432.625000 Penalty: 4160.671387
	Iteration 40F: 3 clusters Score -498432.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -498437.187500 Penalty: 4160.671387
	Iteration 41Q: 3 clusters Score -498437.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -498440.375000 Penalty: 4160.671387
	Iteration 42Q: 3 clusters Score -498440.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -498442.937500 Penalty: 4160.671387
	Iteration 43Q: 3 clusters Score -498442.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -498447.093750 Penalty: 4160.671387
	Iteration 44Q: 3 clusters Score -498447.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -498451.156250 Penalty: 4160.671387
	Iteration 45Q: 3 clusters Score -498451.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -498456.468750 Penalty: 4160.671387
	Iteration 46Q: 3 clusters Score -498456.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -498461.218750 Penalty: 4160.671387
	Iteration 47Q: 3 clusters Score -498461.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -498466.187500 Penalty: 4160.671387
	Iteration 48Q: 3 clusters Score -498466.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -498471.000000 Penalty: 4160.671387
	Iteration 49Q: 3 clusters Score -498471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -498476.125000 Penalty: 4160.671387
	Iteration 50Q: 3 clusters Score -498476.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -498483.718750 Penalty: 4160.671387
	Iteration 51Q: 3 clusters Score -498483.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -498492.468750 Penalty: 4160.671387
	Iteration 52Q: 3 clusters Score -498492.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -498498.343750 Penalty: 4160.671387
	Iteration 53Q: 3 clusters Score -498498.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -498503.156250 Penalty: 4160.671387
	Iteration 54Q: 3 clusters Score -498503.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -498505.000000 Penalty: 4160.671387
	Iteration 55Q: 3 clusters Score -498505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -498507.156250 Penalty: 4160.671387
	Iteration 56Q: 3 clusters Score -498507.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -498508.875000 Penalty: 4160.671387
	Iteration 57Q: 3 clusters Score -498508.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -498509.562500 Penalty: 4160.671387
	Iteration 58Q: 3 clusters Score -498509.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -498510.187500 Penalty: 4160.671387
	Iteration 59Q: 3 clusters Score -498510.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -498510.187500 Penalty: 4160.671387
	Iteration 60F: 3 clusters Score -498510.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Entering Unmasked Estep 
Score: -4349323.000000 Penalty: 2596.586670
	Iteration 0F: 2 clusters Score -4349323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -4325294.000000 Penalty: 5193.173340
	Iteration 0F: 3 clusters Score -4325294 nChanged 16117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -4334190.500000 Penalty: 5193.173340
	Iteration 1F: 3 clusters Score -4334190 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -4334611.000000 Penalty: 5193.173340
	Iteration 2Q: 3 clusters Score -4334611 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -4334990.000000 Penalty: 5193.173340
	Iteration 3Q: 3 clusters Score -4334990 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -4335411.000000 Penalty: 5193.173340
	Iteration 4Q: 3 clusters Score -4335411 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -4336008.500000 Penalty: 5193.173340
	Iteration 5Q: 3 clusters Score -4336008 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -4336898.000000 Penalty: 5193.173340
	Iteration 6Q: 3 clusters Score -4336898 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -4338239.000000 Penalty: 5193.173340
	Iteration 7F: 3 clusters Score -4338239 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -4340116.500000 Penalty: 5193.173340
	Iteration 8F: 3 clusters Score -4340116 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -4342359.000000 Penalty: 5193.173340
	Iteration 9F: 3 clusters Score -4342359 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -4344236.500000 Penalty: 5193.173340
	Iteration 10F: 3 clusters Score -4344236 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -4345554.500000 Penalty: 5193.173340
	Iteration 11Q: 3 clusters Score -4345554 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -4346254.000000 Penalty: 5193.173340
	Iteration 12Q: 3 clusters Score -4346254 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4346596.500000 Penalty: 5193.173340
	Iteration 13Q: 3 clusters Score -4346596 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -4346788.500000 Penalty: 5193.173340
	Iteration 14Q: 3 clusters Score -4346788 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -4346894.500000 Penalty: 5193.173340
	Iteration 15Q: 3 clusters Score -4346894 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -4346972.500000 Penalty: 5193.173340
	Iteration 16Q: 3 clusters Score -4346972 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -4347019.000000 Penalty: 5193.173340
	Iteration 17Q: 3 clusters Score -4347019 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -4347061.000000 Penalty: 5193.173340
	Iteration 18Q: 3 clusters Score -4347061 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -4347080.000000 Penalty: 5193.173340
	Iteration 19Q: 3 clusters Score -4347080 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -4347107.000000 Penalty: 5193.173340
	Iteration 20F: 3 clusters Score -4347107 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -4347120.000000 Penalty: 5193.173340
	Iteration 21Q: 3 clusters Score -4347120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -4347123.500000 Penalty: 5193.173340
	Iteration 22Q: 3 clusters Score -4347124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -4347144.500000 Penalty: 5193.173340
	Iteration 23Q: 3 clusters Score -4347144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -4347141.500000 Penalty: 5193.173340
	Iteration 24Q: 3 clusters Score -4347142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -4347158.000000 Penalty: 5193.173340
	Iteration 25Q: 3 clusters Score -4347158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -4347168.500000 Penalty: 5193.173340
	Iteration 26Q: 3 clusters Score -4347168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -4347180.500000 Penalty: 5193.173340
	Iteration 27Q: 3 clusters Score -4347180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -4347183.500000 Penalty: 5193.173340
	Iteration 28Q: 3 clusters Score -4347184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -4347191.500000 Penalty: 5193.173340
	Iteration 29Q: 3 clusters Score -4347192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -4347196.000000 Penalty: 5193.173340
	Iteration 30Q: 3 clusters Score -4347196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -4347207.500000 Penalty: 5193.173340
	Iteration 31Q: 3 clusters Score -4347208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -4347214.500000 Penalty: 5193.173340
	Iteration 32Q: 3 clusters Score -4347214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -4347215.000000 Penalty: 5193.173340
	Iteration 33Q: 3 clusters Score -4347215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -4347224.500000 Penalty: 5193.173340
	Iteration 34Q: 3 clusters Score -4347224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -4347221.500000 Penalty: 5193.173340
	Iteration 35Q: 3 clusters Score -4347222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -4347227.000000 Penalty: 5193.173340
	Iteration 36Q: 3 clusters Score -4347227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -4347229.000000 Penalty: 5193.173340
	Iteration 37Q: 3 clusters Score -4347229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -4347231.500000 Penalty: 5193.173340
	Iteration 38Q: 3 clusters Score -4347232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -4347233.000000 Penalty: 5193.173340
	Iteration 39Q: 3 clusters Score -4347233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -4347227.500000 Penalty: 5193.173340
	Iteration 40F: 3 clusters Score -4347228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -4347233.500000 Penalty: 5193.173340
	Iteration 41Q: 3 clusters Score -4347234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -4347237.500000 Penalty: 5193.173340
	Iteration 42Q: 3 clusters Score -4347238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -4347247.000000 Penalty: 5193.173340
	Iteration 43Q: 3 clusters Score -4347247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -4347239.500000 Penalty: 5193.173340
	Iteration 44Q: 3 clusters Score -4347240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -4347240.000000 Penalty: 5193.173340
	Iteration 45Q: 3 clusters Score -4347240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -4347243.500000 Penalty: 5193.173340
	Iteration 46Q: 3 clusters Score -4347244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -4347252.000000 Penalty: 5193.173340
	Iteration 47Q: 3 clusters Score -4347252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -4347262.000000 Penalty: 5193.173340
	Iteration 48Q: 3 clusters Score -4347262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -4347260.000000 Penalty: 5193.173340
	Iteration 49Q: 3 clusters Score -4347260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -4347262.000000 Penalty: 5193.173340
	Iteration 50Q: 3 clusters Score -4347262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -4347263.000000 Penalty: 5193.173340
	Iteration 51Q: 3 clusters Score -4347263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -4347265.000000 Penalty: 5193.173340
	Iteration 52Q: 3 clusters Score -4347265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -4347266.500000 Penalty: 5193.173340
	Iteration 53Q: 3 clusters Score -4347266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -4347266.000000 Penalty: 5193.173340
	Iteration 54Q: 3 clusters Score -4347266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -4347268.500000 Penalty: 5193.173340
	Iteration 55Q: 3 clusters Score -4347268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -4347268.500000 Penalty: 5193.173340
	Iteration 56F: 3 clusters Score -4347268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (219391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219391 members 
Entering Unmasked Estep 
Score: -26668302.000000 Penalty: 3050.055420
	Iteration 0F: 2 clusters Score -2.66683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109524 members 
Mstep: Class 2 contains 109867 members 
Entering Unmasked Estep 
Score: -26526056.000000 Penalty: 6100.110840
	Iteration 0F: 3 clusters Score -2.652606e+07 nChanged 105756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104990 members 
Mstep: Class 2 contains 114401 members 
Entering Unmasked Estep 
Score: -26588260.000000 Penalty: 6100.110840
	Iteration 1F: 3 clusters Score -2.658826e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102257 members 
Mstep: Class 2 contains 117134 members 
Entering Unmasked Estep 
Score: -26589696.000000 Penalty: 6100.110840
	Iteration 2Q: 3 clusters Score -2.65897e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97937 members 
Mstep: Class 2 contains 121454 members 
Entering Unmasked Estep 
Score: -26592026.000000 Penalty: 6100.110840
	Iteration 3Q: 3 clusters Score -2.659203e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91081 members 
Mstep: Class 2 contains 128310 members 
Entering Unmasked Estep 
Score: -26596372.000000 Penalty: 6100.110840
	Iteration 4Q: 3 clusters Score -2.659637e+07 nChanged 13418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80761 members 
Mstep: Class 2 contains 138630 members 
Entering Unmasked Estep 
Score: -26604034.000000 Penalty: 6100.110840
	Iteration 5F: 3 clusters Score -2.660403e+07 nChanged 17101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66468 members 
Mstep: Class 2 contains 152923 members 
Entering Unmasked Estep 
Score: -26616882.000000 Penalty: 6100.110840
	Iteration 6F: 3 clusters Score -2.661688e+07 nChanged 18973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 169528 members 
Entering Unmasked Estep 
Score: -26633868.000000 Penalty: 6100.110840
	Iteration 7F: 3 clusters Score -2.663387e+07 nChanged 16085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 183695 members 
Entering Unmasked Estep 
Score: -26650586.000000 Penalty: 6100.110840
	Iteration 8F: 3 clusters Score -2.665059e+07 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 191284 members 
Entering Unmasked Estep 
Score: -26660704.000000 Penalty: 6100.110840
	Iteration 9Q: 3 clusters Score -2.66607e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 194516 members 
Entering Unmasked Estep 
Score: -26664068.000000 Penalty: 6100.110840
	Iteration 10Q: 3 clusters Score -2.666407e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 196695 members 
Entering Unmasked Estep 
Score: -26665266.000000 Penalty: 6100.110840
	Iteration 11Q: 3 clusters Score -2.666527e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 198450 members 
Entering Unmasked Estep 
Score: -26665800.000000 Penalty: 6100.110840
	Iteration 12Q: 3 clusters Score -2.66658e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 200008 members 
Entering Unmasked Estep 
Score: -26666130.000000 Penalty: 6100.110840
	Iteration 13Q: 3 clusters Score -2.666613e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 201380 members 
Entering Unmasked Estep 
Score: -26666360.000000 Penalty: 6100.110840
	Iteration 14Q: 3 clusters Score -2.666636e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 202565 members 
Entering Unmasked Estep 
Score: -26666486.000000 Penalty: 6100.110840
	Iteration 15Q: 3 clusters Score -2.666649e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 203642 members 
Entering Unmasked Estep 
Score: -26666538.000000 Penalty: 6100.110840
	Iteration 16Q: 3 clusters Score -2.666654e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 204619 members 
Entering Unmasked Estep 
Score: -26666632.000000 Penalty: 6100.110840
	Iteration 17Q: 3 clusters Score -2.666663e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 205477 members 
Entering Unmasked Estep 
Score: -26666734.000000 Penalty: 6100.110840
	Iteration 18Q: 3 clusters Score -2.666673e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 206250 members 
Entering Unmasked Estep 
Score: -26666774.000000 Penalty: 6100.110840
	Iteration 19Q: 3 clusters Score -2.666677e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 206920 members 
Entering Unmasked Estep 
Score: -26666806.000000 Penalty: 6100.110840
	Iteration 20F: 3 clusters Score -2.666681e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 207526 members 
Entering Unmasked Estep 
Score: -26666866.000000 Penalty: 6100.110840
	Iteration 21Q: 3 clusters Score -2.666687e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 208090 members 
Entering Unmasked Estep 
Score: -26666840.000000 Penalty: 6100.110840
	Iteration 22Q: 3 clusters Score -2.666684e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 208647 members 
Entering Unmasked Estep 
Score: -26666898.000000 Penalty: 6100.110840
	Iteration 23Q: 3 clusters Score -2.66669e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 209173 members 
Entering Unmasked Estep 
Score: -26666940.000000 Penalty: 6100.110840
	Iteration 24Q: 3 clusters Score -2.666694e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 209675 members 
Entering Unmasked Estep 
Score: -26667042.000000 Penalty: 6100.110840
	Iteration 25Q: 3 clusters Score -2.666704e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 210155 members 
Entering Unmasked Estep 
Score: -26667086.000000 Penalty: 6100.110840
	Iteration 26Q: 3 clusters Score -2.666709e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 210602 members 
Entering Unmasked Estep 
Score: -26667112.000000 Penalty: 6100.110840
	Iteration 27Q: 3 clusters Score -2.666711e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 211051 members 
Entering Unmasked Estep 
Score: -26667144.000000 Penalty: 6100.110840
	Iteration 28Q: 3 clusters Score -2.666714e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 211447 members 
Entering Unmasked Estep 
Score: -26667192.000000 Penalty: 6100.110840
	Iteration 29Q: 3 clusters Score -2.666719e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 211793 members 
Entering Unmasked Estep 
Score: -26667198.000000 Penalty: 6100.110840
	Iteration 30Q: 3 clusters Score -2.66672e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 212106 members 
Entering Unmasked Estep 
Score: -26667238.000000 Penalty: 6100.110840
	Iteration 31Q: 3 clusters Score -2.666724e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 212379 members 
Entering Unmasked Estep 
Score: -26667254.000000 Penalty: 6100.110840
	Iteration 32Q: 3 clusters Score -2.666725e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 212610 members 
Entering Unmasked Estep 
Score: -26667206.000000 Penalty: 6100.110840
	Iteration 33Q: 3 clusters Score -2.666721e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 212834 members 
Entering Unmasked Estep 
Score: -26667184.000000 Penalty: 6100.110840
	Iteration 34Q: 3 clusters Score -2.666718e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 213037 members 
Entering Unmasked Estep 
Score: -26667238.000000 Penalty: 6100.110840
	Iteration 35Q: 3 clusters Score -2.666724e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 213227 members 
Entering Unmasked Estep 
Score: -26667244.000000 Penalty: 6100.110840
	Iteration 36Q: 3 clusters Score -2.666724e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 213403 members 
Entering Unmasked Estep 
Score: -26667286.000000 Penalty: 6100.110840
	Iteration 37Q: 3 clusters Score -2.666729e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 213558 members 
Entering Unmasked Estep 
Score: -26667266.000000 Penalty: 6100.110840
	Iteration 38Q: 3 clusters Score -2.666727e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 213692 members 
Entering Unmasked Estep 
Score: -26667246.000000 Penalty: 6100.110840
	Iteration 39Q: 3 clusters Score -2.666725e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 213794 members 
Entering Unmasked Estep 
Score: -26667216.000000 Penalty: 6100.110840
	Iteration 40F: 3 clusters Score -2.666722e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 213900 members 
Entering Unmasked Estep 
Score: -26667240.000000 Penalty: 6100.110840
	Iteration 41Q: 3 clusters Score -2.666724e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 214008 members 
Entering Unmasked Estep 
Score: -26667280.000000 Penalty: 6100.110840
	Iteration 42Q: 3 clusters Score -2.666728e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 214099 members 
Entering Unmasked Estep 
Score: -26667322.000000 Penalty: 6100.110840
	Iteration 43Q: 3 clusters Score -2.666732e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 214189 members 
Entering Unmasked Estep 
Score: -26667342.000000 Penalty: 6100.110840
	Iteration 44Q: 3 clusters Score -2.666734e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 214259 members 
Entering Unmasked Estep 
Score: -26667370.000000 Penalty: 6100.110840
	Iteration 45Q: 3 clusters Score -2.666737e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 214319 members 
Entering Unmasked Estep 
Score: -26667374.000000 Penalty: 6100.110840
	Iteration 46Q: 3 clusters Score -2.666737e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 214375 members 
Entering Unmasked Estep 
Score: -26667382.000000 Penalty: 6100.110840
	Iteration 47Q: 3 clusters Score -2.666738e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 214433 members 
Entering Unmasked Estep 
Score: -26667398.000000 Penalty: 6100.110840
	Iteration 48Q: 3 clusters Score -2.66674e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 214487 members 
Entering Unmasked Estep 
Score: -26667384.000000 Penalty: 6100.110840
	Iteration 49Q: 3 clusters Score -2.666738e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 214532 members 
Entering Unmasked Estep 
Score: -26667372.000000 Penalty: 6100.110840
	Iteration 50Q: 3 clusters Score -2.666737e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 214583 members 
Entering Unmasked Estep 
Score: -26667364.000000 Penalty: 6100.110840
	Iteration 51Q: 3 clusters Score -2.666736e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 214631 members 
Entering Unmasked Estep 
Score: -26667362.000000 Penalty: 6100.110840
	Iteration 52Q: 3 clusters Score -2.666736e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 214672 members 
Entering Unmasked Estep 
Score: -26667382.000000 Penalty: 6100.110840
	Iteration 53Q: 3 clusters Score -2.666738e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 214708 members 
Entering Unmasked Estep 
Score: -26667362.000000 Penalty: 6100.110840
	Iteration 54Q: 3 clusters Score -2.666736e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 214757 members 
Entering Unmasked Estep 
Score: -26667344.000000 Penalty: 6100.110840
	Iteration 55Q: 3 clusters Score -2.666734e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 214807 members 
Entering Unmasked Estep 
Score: -26667370.000000 Penalty: 6100.110840
	Iteration 56Q: 3 clusters Score -2.666737e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 214843 members 
Entering Unmasked Estep 
Score: -26667370.000000 Penalty: 6100.110840
	Iteration 57Q: 3 clusters Score -2.666737e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 214880 members 
Entering Unmasked Estep 
Score: -26667378.000000 Penalty: 6100.110840
	Iteration 58Q: 3 clusters Score -2.666738e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 214918 members 
Entering Unmasked Estep 
Score: -26667408.000000 Penalty: 6100.110840
	Iteration 59Q: 3 clusters Score -2.666741e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 214944 members 
Entering Unmasked Estep 
Score: -26667400.000000 Penalty: 6100.110840
	Iteration 60F: 3 clusters Score -2.66674e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 214974 members 
Entering Unmasked Estep 
Score: -26667402.000000 Penalty: 6100.110840
	Iteration 61Q: 3 clusters Score -2.66674e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 215007 members 
Entering Unmasked Estep 
Score: -26667420.000000 Penalty: 6100.110840
	Iteration 62Q: 3 clusters Score -2.666742e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 215036 members 
Entering Unmasked Estep 
Score: -26667444.000000 Penalty: 6100.110840
	Iteration 63Q: 3 clusters Score -2.666744e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 215070 members 
Entering Unmasked Estep 
Score: -26667424.000000 Penalty: 6100.110840
	Iteration 64Q: 3 clusters Score -2.666742e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 215096 members 
Entering Unmasked Estep 
Score: -26667424.000000 Penalty: 6100.110840
	Iteration 65Q: 3 clusters Score -2.666742e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 215118 members 
Entering Unmasked Estep 
Score: -26667424.000000 Penalty: 6100.110840
	Iteration 66Q: 3 clusters Score -2.666742e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 215137 members 
Entering Unmasked Estep 
Score: -26667402.000000 Penalty: 6100.110840
	Iteration 67Q: 3 clusters Score -2.66674e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 215153 members 
Entering Unmasked Estep 
Score: -26667410.000000 Penalty: 6100.110840
	Iteration 68Q: 3 clusters Score -2.666741e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 215172 members 
Entering Unmasked Estep 
Score: -26667420.000000 Penalty: 6100.110840
	Iteration 69Q: 3 clusters Score -2.666742e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 215190 members 
Entering Unmasked Estep 
Score: -26667444.000000 Penalty: 6100.110840
	Iteration 70Q: 3 clusters Score -2.666744e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 215212 members 
Entering Unmasked Estep 
Score: -26667420.000000 Penalty: 6100.110840
	Iteration 71Q: 3 clusters Score -2.666742e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 215230 members 
Entering Unmasked Estep 
Score: -26667388.000000 Penalty: 6100.110840
	Iteration 72Q: 3 clusters Score -2.666739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 215243 members 
Entering Unmasked Estep 
Score: -26667388.000000 Penalty: 6100.110840
	Iteration 73Q: 3 clusters Score -2.666739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 215256 members 
Entering Unmasked Estep 
Score: -26667404.000000 Penalty: 6100.110840
	Iteration 74Q: 3 clusters Score -2.66674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 215266 members 
Entering Unmasked Estep 
Score: -26667386.000000 Penalty: 6100.110840
	Iteration 75Q: 3 clusters Score -2.666739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 215279 members 
Entering Unmasked Estep 
Score: -26667392.000000 Penalty: 6100.110840
	Iteration 76Q: 3 clusters Score -2.666739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 215289 members 
Entering Unmasked Estep 
Score: -26667390.000000 Penalty: 6100.110840
	Iteration 77Q: 3 clusters Score -2.666739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 215297 members 
Entering Unmasked Estep 
Score: -26667372.000000 Penalty: 6100.110840
	Iteration 78Q: 3 clusters Score -2.666737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 215304 members 
Entering Unmasked Estep 
Score: -26667394.000000 Penalty: 6100.110840
	Iteration 79Q: 3 clusters Score -2.666739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 215312 members 
Entering Unmasked Estep 
Score: -26667372.000000 Penalty: 6100.110840
	Iteration 80F: 3 clusters Score -2.666737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 215319 members 
Entering Unmasked Estep 
Score: -26667390.000000 Penalty: 6100.110840
	Iteration 81Q: 3 clusters Score -2.666739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 215322 members 
Entering Unmasked Estep 
Score: -26667380.000000 Penalty: 6100.110840
	Iteration 82Q: 3 clusters Score -2.666738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 215326 members 
Entering Unmasked Estep 
Score: -26667384.000000 Penalty: 6100.110840
	Iteration 83Q: 3 clusters Score -2.666738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 215327 members 
Entering Unmasked Estep 
Score: -26667384.000000 Penalty: 6100.110840
	Iteration 84Q: 3 clusters Score -2.666738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 215331 members 
Entering Unmasked Estep 
Score: -26667378.000000 Penalty: 6100.110840
	Iteration 85Q: 3 clusters Score -2.666738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 215332 members 
Entering Unmasked Estep 
Score: -26667376.000000 Penalty: 6100.110840
	Iteration 86Q: 3 clusters Score -2.666738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 215332 members 
Entering Unmasked Estep 
Score: -26667376.000000 Penalty: 6100.110840
	Iteration 87F: 3 clusters Score -2.666738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (65814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65814 members 
Entering Unmasked Estep 
Score: -7792968.500000 Penalty: 2751.458008
	Iteration 0F: 2 clusters Score -7792968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -7748774.500000 Penalty: 5502.916016
	Iteration 0F: 3 clusters Score -7748774 nChanged 30738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -7765860.500000 Penalty: 5502.916016
	Iteration 1F: 3 clusters Score -7765860 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -7766405.000000 Penalty: 5502.916016
	Iteration 2Q: 3 clusters Score -7766405 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -7766871.000000 Penalty: 5502.916016
	Iteration 3Q: 3 clusters Score -7766871 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -7767263.000000 Penalty: 5502.916016
	Iteration 4Q: 3 clusters Score -7767263 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -7767610.000000 Penalty: 5502.916016
	Iteration 5Q: 3 clusters Score -7767610 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -7768034.500000 Penalty: 5502.916016
	Iteration 6Q: 3 clusters Score -7768034 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -7768462.000000 Penalty: 5502.916016
	Iteration 7Q: 3 clusters Score -7768462 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -7768862.000000 Penalty: 5502.916016
	Iteration 8Q: 3 clusters Score -7768862 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -7769374.500000 Penalty: 5502.916016
	Iteration 9Q: 3 clusters Score -7769374 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -7770055.500000 Penalty: 5502.916016
	Iteration 10Q: 3 clusters Score -7770056 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -7770819.000000 Penalty: 5502.916016
	Iteration 11Q: 3 clusters Score -7770819 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -7771747.000000 Penalty: 5502.916016
	Iteration 12Q: 3 clusters Score -7771747 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -7772842.500000 Penalty: 5502.916016
	Iteration 13Q: 3 clusters Score -7772842 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -7773991.500000 Penalty: 5502.916016
	Iteration 14Q: 3 clusters Score -7773992 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -7775207.000000 Penalty: 5502.916016
	Iteration 15Q: 3 clusters Score -7775207 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -7776396.500000 Penalty: 5502.916016
	Iteration 16Q: 3 clusters Score -7776396 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -7777456.500000 Penalty: 5502.916016
	Iteration 17Q: 3 clusters Score -7777456 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -7778254.500000 Penalty: 5502.916016
	Iteration 18Q: 3 clusters Score -7778254 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -7778953.500000 Penalty: 5502.916016
	Iteration 19Q: 3 clusters Score -7778954 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -7779533.500000 Penalty: 5502.916016
	Iteration 20F: 3 clusters Score -7779534 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -7779960.000000 Penalty: 5502.916016
	Iteration 21Q: 3 clusters Score -7779960 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -7780401.000000 Penalty: 5502.916016
	Iteration 22Q: 3 clusters Score -7780401 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -7780850.000000 Penalty: 5502.916016
	Iteration 23Q: 3 clusters Score -7780850 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -7781294.500000 Penalty: 5502.916016
	Iteration 24Q: 3 clusters Score -7781294 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -7781855.500000 Penalty: 5502.916016
	Iteration 25Q: 3 clusters Score -7781856 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -7782549.000000 Penalty: 5502.916016
	Iteration 26Q: 3 clusters Score -7782549 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -7783293.500000 Penalty: 5502.916016
	Iteration 27Q: 3 clusters Score -7783294 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -7784070.000000 Penalty: 5502.916016
	Iteration 28Q: 3 clusters Score -7784070 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -7784913.000000 Penalty: 5502.916016
	Iteration 29Q: 3 clusters Score -7784913 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -7785747.500000 Penalty: 5502.916016
	Iteration 30Q: 3 clusters Score -7785748 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -7786583.500000 Penalty: 5502.916016
	Iteration 31Q: 3 clusters Score -7786584 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -7787231.000000 Penalty: 5502.916016
	Iteration 32Q: 3 clusters Score -7787231 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -7787772.500000 Penalty: 5502.916016
	Iteration 33Q: 3 clusters Score -7787772 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -7788296.000000 Penalty: 5502.916016
	Iteration 34Q: 3 clusters Score -7788296 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 56200 members 
Entering Unmasked Estep 
Score: -7788697.000000 Penalty: 5502.916016
	Iteration 35Q: 3 clusters Score -7788697 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 56988 members 
Entering Unmasked Estep 
Score: -7789011.500000 Penalty: 5502.916016
	Iteration 36Q: 3 clusters Score -7789012 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 57698 members 
Entering Unmasked Estep 
Score: -7789274.500000 Penalty: 5502.916016
	Iteration 37Q: 3 clusters Score -7789274 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -7789451.500000 Penalty: 5502.916016
	Iteration 38Q: 3 clusters Score -7789452 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 58863 members 
Entering Unmasked Estep 
Score: -7789621.000000 Penalty: 5502.916016
	Iteration 39Q: 3 clusters Score -7789621 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -7789815.000000 Penalty: 5502.916016
	Iteration 40F: 3 clusters Score -7789815 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -7789944.500000 Penalty: 5502.916016
	Iteration 41Q: 3 clusters Score -7789944 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -7790045.000000 Penalty: 5502.916016
	Iteration 42Q: 3 clusters Score -7790045 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -7790108.500000 Penalty: 5502.916016
	Iteration 43Q: 3 clusters Score -7790108 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -7790180.000000 Penalty: 5502.916016
	Iteration 44Q: 3 clusters Score -7790180 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -7790238.000000 Penalty: 5502.916016
	Iteration 45Q: 3 clusters Score -7790238 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -7790281.500000 Penalty: 5502.916016
	Iteration 46Q: 3 clusters Score -7790282 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 61324 members 
Entering Unmasked Estep 
Score: -7790332.000000 Penalty: 5502.916016
	Iteration 47Q: 3 clusters Score -7790332 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 61475 members 
Entering Unmasked Estep 
Score: -7790353.500000 Penalty: 5502.916016
	Iteration 48Q: 3 clusters Score -7790354 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -7790393.000000 Penalty: 5502.916016
	Iteration 49Q: 3 clusters Score -7790393 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -7790439.000000 Penalty: 5502.916016
	Iteration 50Q: 3 clusters Score -7790439 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -7790480.500000 Penalty: 5502.916016
	Iteration 51Q: 3 clusters Score -7790480 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -7790495.500000 Penalty: 5502.916016
	Iteration 52Q: 3 clusters Score -7790496 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 62068 members 
Entering Unmasked Estep 
Score: -7790523.000000 Penalty: 5502.916016
	Iteration 53Q: 3 clusters Score -7790523 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -7790534.000000 Penalty: 5502.916016
	Iteration 54Q: 3 clusters Score -7790534 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -7790542.000000 Penalty: 5502.916016
	Iteration 55Q: 3 clusters Score -7790542 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 62285 members 
Entering Unmasked Estep 
Score: -7790553.000000 Penalty: 5502.916016
	Iteration 56Q: 3 clusters Score -7790553 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -7790574.500000 Penalty: 5502.916016
	Iteration 57Q: 3 clusters Score -7790574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 62383 members 
Entering Unmasked Estep 
Score: -7790582.500000 Penalty: 5502.916016
	Iteration 58Q: 3 clusters Score -7790582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -7790581.500000 Penalty: 5502.916016
	Iteration 59Q: 3 clusters Score -7790582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 62473 members 
Entering Unmasked Estep 
Score: -7790596.500000 Penalty: 5502.916016
	Iteration 60F: 3 clusters Score -7790596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -7790601.500000 Penalty: 5502.916016
	Iteration 61Q: 3 clusters Score -7790602 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -7790615.000000 Penalty: 5502.916016
	Iteration 62Q: 3 clusters Score -7790615 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 62625 members 
Entering Unmasked Estep 
Score: -7790625.000000 Penalty: 5502.916016
	Iteration 63Q: 3 clusters Score -7790625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 62657 members 
Entering Unmasked Estep 
Score: -7790627.500000 Penalty: 5502.916016
	Iteration 64Q: 3 clusters Score -7790628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -7790628.000000 Penalty: 5502.916016
	Iteration 65Q: 3 clusters Score -7790628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -7790637.000000 Penalty: 5502.916016
	Iteration 66Q: 3 clusters Score -7790637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 62729 members 
Entering Unmasked Estep 
Score: -7790640.000000 Penalty: 5502.916016
	Iteration 67Q: 3 clusters Score -7790640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 62749 members 
Entering Unmasked Estep 
Score: -7790648.500000 Penalty: 5502.916016
	Iteration 68Q: 3 clusters Score -7790648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 62766 members 
Entering Unmasked Estep 
Score: -7790653.500000 Penalty: 5502.916016
	Iteration 69Q: 3 clusters Score -7790654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 62781 members 
Entering Unmasked Estep 
Score: -7790662.000000 Penalty: 5502.916016
	Iteration 70Q: 3 clusters Score -7790662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 62792 members 
Entering Unmasked Estep 
Score: -7790662.000000 Penalty: 5502.916016
	Iteration 71Q: 3 clusters Score -7790662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -7790675.000000 Penalty: 5502.916016
	Iteration 72Q: 3 clusters Score -7790675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
Score: -7790673.000000 Penalty: 5502.916016
	Iteration 73Q: 3 clusters Score -7790673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -7790674.000000 Penalty: 5502.916016
	Iteration 74Q: 3 clusters Score -7790674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 62843 members 
Entering Unmasked Estep 
Score: -7790663.500000 Penalty: 5502.916016
	Iteration 75Q: 3 clusters Score -7790664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -7790681.500000 Penalty: 5502.916016
	Iteration 76Q: 3 clusters Score -7790682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -7790685.000000 Penalty: 5502.916016
	Iteration 77Q: 3 clusters Score -7790685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -7790690.000000 Penalty: 5502.916016
	Iteration 78Q: 3 clusters Score -7790690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -7790696.000000 Penalty: 5502.916016
	Iteration 79Q: 3 clusters Score -7790696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -7790696.000000 Penalty: 5502.916016
	Iteration 80F: 3 clusters Score -7790696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94762 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63174 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117123 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26356 members 
Mstep: Class 17 contains 229762 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35246 members 
Mstep: Class 23 contains 219391 members 
Mstep: Class 24 contains 65814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303288.000000 Penalty: 57676.941406
Iteration 359Q: 18 clusters Score -1.043033e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94767 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63176 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117114 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26362 members 
Mstep: Class 17 contains 229757 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35245 members 
Mstep: Class 23 contains 219395 members 
Mstep: Class 24 contains 65812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303312.000000 Penalty: 57676.941406
Iteration 360F: 18 clusters Score -1.043033e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94771 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63178 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117102 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26368 members 
Mstep: Class 17 contains 229753 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35244 members 
Mstep: Class 23 contains 219402 members 
Mstep: Class 24 contains 65810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303320.000000 Penalty: 57676.941406
Iteration 361Q: 18 clusters Score -1.043033e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94770 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63180 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117093 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26378 members 
Mstep: Class 17 contains 229759 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35246 members 
Mstep: Class 23 contains 219392 members 
Mstep: Class 24 contains 65810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303368.000000 Penalty: 57676.941406
Iteration 362Q: 18 clusters Score -1.043034e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94771 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63181 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117083 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26384 members 
Mstep: Class 17 contains 229744 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35245 members 
Mstep: Class 23 contains 219406 members 
Mstep: Class 24 contains 65814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303480.000000 Penalty: 57676.941406
Iteration 363Q: 18 clusters Score -1.043035e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94773 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63183 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117075 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26389 members 
Mstep: Class 17 contains 229737 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35243 members 
Mstep: Class 23 contains 219415 members 
Mstep: Class 24 contains 65813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303408.000000 Penalty: 57676.941406
Iteration 364Q: 18 clusters Score -1.043034e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94779 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63181 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117064 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26392 members 
Mstep: Class 17 contains 229734 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35238 members 
Mstep: Class 23 contains 219429 members 
Mstep: Class 24 contains 65810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303400.000000 Penalty: 57676.941406
Iteration 365Q: 18 clusters Score -1.043034e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94783 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 63177 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117055 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26398 members 
Mstep: Class 17 contains 229734 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35235 members 
Mstep: Class 23 contains 219441 members 
Mstep: Class 24 contains 65804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303448.000000 Penalty: 57676.941406
Iteration 366Q: 18 clusters Score -1.043034e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94788 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 63178 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117042 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26404 members 
Mstep: Class 17 contains 229728 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35233 members 
Mstep: Class 23 contains 219452 members 
Mstep: Class 24 contains 65803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303368.000000 Penalty: 57676.941406
Iteration 367Q: 18 clusters Score -1.043034e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94789 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63179 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117029 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26409 members 
Mstep: Class 17 contains 229739 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 22 contains 35232 members 
Mstep: Class 23 contains 219450 members 
Mstep: Class 24 contains 65801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303328.000000 Penalty: 57676.941406
Iteration 368Q: 18 clusters Score -1.043033e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94796 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63179 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117022 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26412 members 
Mstep: Class 17 contains 229744 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35234 members 
Mstep: Class 23 contains 219443 members 
Mstep: Class 24 contains 65800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303248.000000 Penalty: 57676.941406
Iteration 369Q: 18 clusters Score -1.043032e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94798 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63180 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117014 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26416 members 
Mstep: Class 17 contains 229742 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35233 members 
Mstep: Class 23 contains 219447 members 
Mstep: Class 24 contains 65800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303264.000000 Penalty: 57676.941406
Iteration 370Q: 18 clusters Score -1.043033e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94804 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63187 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 117003 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26417 members 
Mstep: Class 17 contains 229739 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35232 members 
Mstep: Class 23 contains 219450 members 
Mstep: Class 24 contains 65798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303224.000000 Penalty: 57676.941406
Iteration 371Q: 18 clusters Score -1.043032e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94810 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63185 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116995 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26416 members 
Mstep: Class 17 contains 229741 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35232 members 
Mstep: Class 23 contains 219453 members 
Mstep: Class 24 contains 65798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303224.000000 Penalty: 57676.941406
Iteration 372Q: 18 clusters Score -1.043032e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94813 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63183 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116993 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26416 members 
Mstep: Class 17 contains 229737 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 22 contains 35229 members 
Mstep: Class 23 contains 219460 members 
Mstep: Class 24 contains 65799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303272.000000 Penalty: 57676.941406
Iteration 373Q: 18 clusters Score -1.043033e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94818 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63181 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116991 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26417 members 
Mstep: Class 17 contains 229736 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35224 members 
Mstep: Class 23 contains 219466 members 
Mstep: Class 24 contains 65798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303272.000000 Penalty: 57676.941406
Iteration 374Q: 18 clusters Score -1.043033e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94829 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63182 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116988 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26416 members 
Mstep: Class 17 contains 229734 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35216 members 
Mstep: Class 23 contains 219467 members 
Mstep: Class 24 contains 65799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303248.000000 Penalty: 57676.941406
Iteration 375Q: 18 clusters Score -1.043032e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94839 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63182 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116980 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26416 members 
Mstep: Class 17 contains 229733 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35207 members 
Mstep: Class 23 contains 219474 members 
Mstep: Class 24 contains 65800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303296.000000 Penalty: 57676.941406
Iteration 376Q: 18 clusters Score -1.043033e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94846 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63182 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116975 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26415 members 
Mstep: Class 17 contains 229738 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35198 members 
Mstep: Class 23 contains 219477 members 
Mstep: Class 24 contains 65800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303312.000000 Penalty: 57676.941406
Iteration 377Q: 18 clusters Score -1.043033e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94850 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63185 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116975 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26416 members 
Mstep: Class 17 contains 229734 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35191 members 
Mstep: Class 23 contains 219480 members 
Mstep: Class 24 contains 65800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303256.000000 Penalty: 57676.941406
Iteration 378Q: 18 clusters Score -1.043033e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94857 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63186 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116973 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26417 members 
Mstep: Class 17 contains 229730 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35183 members 
Mstep: Class 23 contains 219485 members 
Mstep: Class 24 contains 65800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303320.000000 Penalty: 57676.941406
Iteration 379Q: 18 clusters Score -1.043033e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94862 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63186 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116971 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26419 members 
Mstep: Class 17 contains 229730 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35179 members 
Mstep: Class 23 contains 219484 members 
Mstep: Class 24 contains 65800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303320.000000 Penalty: 57676.941406
Iteration 380F: 18 clusters Score -1.043033e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94868 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63185 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116970 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26421 members 
Mstep: Class 17 contains 229732 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35172 members 
Mstep: Class 23 contains 219483 members 
Mstep: Class 24 contains 65800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303288.000000 Penalty: 57676.941406
Iteration 381Q: 18 clusters Score -1.043033e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94869 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63184 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116969 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26421 members 
Mstep: Class 17 contains 229738 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35166 members 
Mstep: Class 23 contains 219484 members 
Mstep: Class 24 contains 65800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303288.000000 Penalty: 57676.941406
Iteration 382Q: 18 clusters Score -1.043033e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94874 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63182 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116968 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26421 members 
Mstep: Class 17 contains 229740 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35163 members 
Mstep: Class 23 contains 219483 members 
Mstep: Class 24 contains 65800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303320.000000 Penalty: 57676.941406
Iteration 383Q: 18 clusters Score -1.043033e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94874 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63183 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116966 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26421 members 
Mstep: Class 17 contains 229742 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35162 members 
Mstep: Class 23 contains 219482 members 
Mstep: Class 24 contains 65801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303272.000000 Penalty: 57676.941406
Iteration 384Q: 18 clusters Score -1.043033e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94875 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63183 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116965 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26421 members 
Mstep: Class 17 contains 229747 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35161 members 
Mstep: Class 23 contains 219478 members 
Mstep: Class 24 contains 65801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303320.000000 Penalty: 57676.941406
Iteration 385Q: 18 clusters Score -1.043033e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94874 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63184 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116964 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26421 members 
Mstep: Class 17 contains 229747 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35162 members 
Mstep: Class 23 contains 219479 members 
Mstep: Class 24 contains 65800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303336.000000 Penalty: 57676.941406
Iteration 386Q: 18 clusters Score -1.043033e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94875 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63185 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116961 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26421 members 
Mstep: Class 17 contains 229751 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35162 members 
Mstep: Class 23 contains 219477 members 
Mstep: Class 24 contains 65799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303320.000000 Penalty: 57676.941406
Iteration 387Q: 18 clusters Score -1.043033e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94877 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63185 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116959 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26421 members 
Mstep: Class 17 contains 229754 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35162 members 
Mstep: Class 23 contains 219475 members 
Mstep: Class 24 contains 65798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303320.000000 Penalty: 57676.941406
Iteration 388Q: 18 clusters Score -1.043033e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94878 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63185 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116959 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26421 members 
Mstep: Class 17 contains 229756 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35161 members 
Mstep: Class 23 contains 219473 members 
Mstep: Class 24 contains 65798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303312.000000 Penalty: 57676.941406
Iteration 389Q: 18 clusters Score -1.043033e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94878 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63185 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116959 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26421 members 
Mstep: Class 17 contains 229757 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35161 members 
Mstep: Class 23 contains 219472 members 
Mstep: Class 24 contains 65798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303328.000000 Penalty: 57676.941406
Iteration 390Q: 18 clusters Score -1.043033e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94878 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63185 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116959 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26421 members 
Mstep: Class 17 contains 229760 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35161 members 
Mstep: Class 23 contains 219469 members 
Mstep: Class 24 contains 65798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303312.000000 Penalty: 57676.941406
Iteration 391Q: 18 clusters Score -1.043033e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94878 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63185 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116959 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26421 members 
Mstep: Class 17 contains 229760 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35161 members 
Mstep: Class 23 contains 219469 members 
Mstep: Class 24 contains 65798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303312.000000 Penalty: 57676.941406
Iteration 392Q: 18 clusters Score -1.043033e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94878 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63185 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116959 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26421 members 
Mstep: Class 17 contains 229762 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35161 members 
Mstep: Class 23 contains 219468 members 
Mstep: Class 24 contains 65797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303328.000000 Penalty: 57676.941406
Iteration 393Q: 18 clusters Score -1.043033e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94878 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63185 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116959 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26421 members 
Mstep: Class 17 contains 229762 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35161 members 
Mstep: Class 23 contains 219468 members 
Mstep: Class 24 contains 65797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104303328.000000 Penalty: 57676.941406
Iteration 394F: 18 clusters Score -1.043033e+08 nChanged 0
Entering ConstructFrom: 
Score: -104303328.000000 Penalty: 57676.941406
Entering ConstructFrom: 
Trying to split cluster 1 (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: -50463.902344 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -50463.9 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 272 members 
Entering Unmasked Estep 
Score: -49034.199219 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -49034.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49303.382812 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -49303.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -49386.304688 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -49386.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49413.925781 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -49413.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -49463.496094 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -49463.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -49506.898438 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -49506.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -49557.097656 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -49557.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -49599.609375 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -49599.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -49635.265625 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -49635.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -49679.308594 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -49679.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -49710.367188 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -49710.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -49729.769531 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -49729.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -49732.832031 Penalty: 3144.818115
	Iteration 12Q: 3 clusters Score -49732.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -49752.199219 Penalty: 3144.818115
	Iteration 13F: 3 clusters Score -49752.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -49901.234375 Penalty: 3144.818115
	Iteration 14Q: 3 clusters Score -49901.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -49996.804688 Penalty: 3144.818115
	Iteration 15Q: 3 clusters Score -49996.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -50110.750000 Penalty: 3144.818115
	Iteration 16Q: 3 clusters Score -50110.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -50298.324219 Penalty: 3144.818115
	Iteration 17Q: 3 clusters Score -50298.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -50362.265625 Penalty: 3144.818115
	Iteration 18Q: 3 clusters Score -50362.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -50448.628906 Penalty: 3144.818115
	Iteration 19Q: 3 clusters Score -50448.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -50559.378906 Penalty: 3144.818115
	Iteration 20F: 3 clusters Score -50559.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -50833.875000 Penalty: 3144.818115
	Iteration 21Q: 3 clusters Score -50833.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -50887.597656 Penalty: 3144.818115
	Iteration 22Q: 3 clusters Score -50887.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -50907.054688 Penalty: 3144.818115
	Iteration 23Q: 3 clusters Score -50907.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -50912.816406 Penalty: 3144.818115
	Iteration 24Q: 3 clusters Score -50912.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -50912.816406 Penalty: 3144.818115
	Iteration 25F: 3 clusters Score -50912.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94878 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63185 members 
Mstep: Class 7 contains 380 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116959 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26421 members 
Mstep: Class 17 contains 229762 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35161 members 
Mstep: Class 23 contains 219468 members 
Mstep: Class 24 contains 65797 members 
Entering Unmasked Estep 
Score: -104301928.000000 Penalty: 61069.699219
Splitting cluster 1 changes total score from -104303328.000000 to -104301928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -219069.796875 Penalty: 1886.999878
	Iteration 0F: 2 clusters Score -219069.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -216452.859375 Penalty: 3773.999756
	Iteration 0F: 3 clusters Score -216452.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -216969.109375 Penalty: 3773.999756
	Iteration 1F: 3 clusters Score -216969.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -217129.765625 Penalty: 3773.999756
	Iteration 2F: 3 clusters Score -217129.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -217238.125000 Penalty: 3773.999756
	Iteration 3Q: 3 clusters Score -217238.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -217335.031250 Penalty: 3773.999756
	Iteration 4Q: 3 clusters Score -217335 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -217408.531250 Penalty: 3773.999756
	Iteration 5Q: 3 clusters Score -217408.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -217461.656250 Penalty: 3773.999756
	Iteration 6Q: 3 clusters Score -217461.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -217507.312500 Penalty: 3773.999756
	Iteration 7Q: 3 clusters Score -217507.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -217544.906250 Penalty: 3773.999756
	Iteration 8Q: 3 clusters Score -217544.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -217569.609375 Penalty: 3773.999756
	Iteration 9Q: 3 clusters Score -217569.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -217586.406250 Penalty: 3773.999756
	Iteration 10Q: 3 clusters Score -217586.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -217594.875000 Penalty: 3773.999756
	Iteration 11Q: 3 clusters Score -217594.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -217600.562500 Penalty: 3773.999756
	Iteration 12Q: 3 clusters Score -217600.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -217606.296875 Penalty: 3773.999756
	Iteration 13Q: 3 clusters Score -217606.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -217612.500000 Penalty: 3773.999756
	Iteration 14Q: 3 clusters Score -217612.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -217613.156250 Penalty: 3773.999756
	Iteration 15Q: 3 clusters Score -217613.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -217613.156250 Penalty: 3773.999756
	Iteration 16F: 3 clusters Score -217613.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (94878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94878 members 
Entering Unmasked Estep 
Score: -11617919.000000 Penalty: 2842.166016
	Iteration 0F: 2 clusters Score -1.161792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -11554585.000000 Penalty: 5684.332031
	Iteration 0F: 3 clusters Score -1.155458e+07 nChanged 44654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -11580319.000000 Penalty: 5684.332031
	Iteration 1F: 3 clusters Score -1.158032e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -11581307.000000 Penalty: 5684.332031
	Iteration 2Q: 3 clusters Score -1.158131e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -11582645.000000 Penalty: 5684.332031
	Iteration 3Q: 3 clusters Score -1.158264e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -11584565.000000 Penalty: 5684.332031
	Iteration 4Q: 3 clusters Score -1.158456e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -11587119.000000 Penalty: 5684.332031
	Iteration 5Q: 3 clusters Score -1.158712e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62022 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -11590463.000000 Penalty: 5684.332031
	Iteration 6F: 3 clusters Score -1.159046e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -11594281.000000 Penalty: 5684.332031
	Iteration 7F: 3 clusters Score -1.159428e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70848 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -11598324.000000 Penalty: 5684.332031
	Iteration 8F: 3 clusters Score -1.159832e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75238 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -11602092.000000 Penalty: 5684.332031
	Iteration 9F: 3 clusters Score -1.160209e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79164 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -11605348.000000 Penalty: 5684.332031
	Iteration 10Q: 3 clusters Score -1.160535e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82481 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -11607894.000000 Penalty: 5684.332031
	Iteration 11Q: 3 clusters Score -1.160789e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85215 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -11609815.000000 Penalty: 5684.332031
	Iteration 12Q: 3 clusters Score -1.160982e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87451 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -11611291.000000 Penalty: 5684.332031
	Iteration 13Q: 3 clusters Score -1.161129e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89216 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -11612380.000000 Penalty: 5684.332031
	Iteration 14Q: 3 clusters Score -1.161238e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90645 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -11613285.000000 Penalty: 5684.332031
	Iteration 15Q: 3 clusters Score -1.161328e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91687 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -11613879.000000 Penalty: 5684.332031
	Iteration 16Q: 3 clusters Score -1.161388e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92454 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -11614327.000000 Penalty: 5684.332031
	Iteration 17Q: 3 clusters Score -1.161433e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92961 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -11614584.000000 Penalty: 5684.332031
	Iteration 18Q: 3 clusters Score -1.161458e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -11614862.000000 Penalty: 5684.332031
	Iteration 19Q: 3 clusters Score -1.161486e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93572 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -11615012.000000 Penalty: 5684.332031
	Iteration 20F: 3 clusters Score -1.161501e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93741 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -11615150.000000 Penalty: 5684.332031
	Iteration 21Q: 3 clusters Score -1.161515e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93864 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -11615264.000000 Penalty: 5684.332031
	Iteration 22Q: 3 clusters Score -1.161526e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93951 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -11615300.000000 Penalty: 5684.332031
	Iteration 23Q: 3 clusters Score -1.16153e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94030 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -11615365.000000 Penalty: 5684.332031
	Iteration 24Q: 3 clusters Score -1.161536e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -11615394.000000 Penalty: 5684.332031
	Iteration 25Q: 3 clusters Score -1.161539e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94100 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -11615412.000000 Penalty: 5684.332031
	Iteration 26Q: 3 clusters Score -1.161541e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94124 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -11615456.000000 Penalty: 5684.332031
	Iteration 27Q: 3 clusters Score -1.161546e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94153 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -11615471.000000 Penalty: 5684.332031
	Iteration 28Q: 3 clusters Score -1.161547e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11615493.000000 Penalty: 5684.332031
	Iteration 29Q: 3 clusters Score -1.161549e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94205 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -11615513.000000 Penalty: 5684.332031
	Iteration 30Q: 3 clusters Score -1.161551e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94229 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -11615553.000000 Penalty: 5684.332031
	Iteration 31Q: 3 clusters Score -1.161555e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94245 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11615563.000000 Penalty: 5684.332031
	Iteration 32Q: 3 clusters Score -1.161556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94253 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -11615580.000000 Penalty: 5684.332031
	Iteration 33Q: 3 clusters Score -1.161558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11615593.000000 Penalty: 5684.332031
	Iteration 34Q: 3 clusters Score -1.161559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94264 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -11615609.000000 Penalty: 5684.332031
	Iteration 35Q: 3 clusters Score -1.161561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94271 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11615612.000000 Penalty: 5684.332031
	Iteration 36Q: 3 clusters Score -1.161561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94278 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -11615617.000000 Penalty: 5684.332031
	Iteration 37Q: 3 clusters Score -1.161562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94283 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -11615631.000000 Penalty: 5684.332031
	Iteration 38Q: 3 clusters Score -1.161563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94287 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11615635.000000 Penalty: 5684.332031
	Iteration 39Q: 3 clusters Score -1.161564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94292 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -11615632.000000 Penalty: 5684.332031
	Iteration 40F: 3 clusters Score -1.161563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94295 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -11615624.000000 Penalty: 5684.332031
	Iteration 41Q: 3 clusters Score -1.161562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94299 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -11615634.000000 Penalty: 5684.332031
	Iteration 42Q: 3 clusters Score -1.161563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94301 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -11615654.000000 Penalty: 5684.332031
	Iteration 43Q: 3 clusters Score -1.161565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94304 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11615648.000000 Penalty: 5684.332031
	Iteration 44Q: 3 clusters Score -1.161565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94307 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -11615657.000000 Penalty: 5684.332031
	Iteration 45Q: 3 clusters Score -1.161566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94307 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -11615649.000000 Penalty: 5684.332031
	Iteration 46Q: 3 clusters Score -1.161565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94310 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -11615651.000000 Penalty: 5684.332031
	Iteration 47Q: 3 clusters Score -1.161565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94310 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -11615651.000000 Penalty: 5684.332031
	Iteration 48F: 3 clusters Score -1.161565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -63200.835938 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -63200.84 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 328 members 
Entering Unmasked Estep 
Score: -61726.019531 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -61726.02 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62040.007812 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -62040.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62170.335938 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -62170.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -62231.007812 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -62231.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -62254.234375 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -62254.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -62268.644531 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -62268.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -62273.722656 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -62273.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -62294.105469 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -62294.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -62304.996094 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -62305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -62320.253906 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -62320.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -62339.128906 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -62339.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -62341.894531 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -62341.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -62341.894531 Penalty: 3199.433350
	Iteration 12F: 3 clusters Score -62341.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Entering Unmasked Estep 
Score: -695753.187500 Penalty: 2157.065918
	Iteration 0F: 2 clusters Score -695753.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -690686.000000 Penalty: 4314.131836
	Iteration 0F: 3 clusters Score -690686 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -691936.312500 Penalty: 4314.131836
	Iteration 1F: 3 clusters Score -691936.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -692139.750000 Penalty: 4314.131836
	Iteration 2F: 3 clusters Score -692139.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -692261.312500 Penalty: 4314.131836
	Iteration 3Q: 3 clusters Score -692261.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -692358.875000 Penalty: 4314.131836
	Iteration 4Q: 3 clusters Score -692358.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -692454.000000 Penalty: 4314.131836
	Iteration 5Q: 3 clusters Score -692454 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -692576.000000 Penalty: 4314.131836
	Iteration 6Q: 3 clusters Score -692576 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -692705.125000 Penalty: 4314.131836
	Iteration 7Q: 3 clusters Score -692705.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -692826.125000 Penalty: 4314.131836
	Iteration 8Q: 3 clusters Score -692826.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -692954.125000 Penalty: 4314.131836
	Iteration 9Q: 3 clusters Score -692954.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -693072.062500 Penalty: 4314.131836
	Iteration 10Q: 3 clusters Score -693072.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -693173.500000 Penalty: 4314.131836
	Iteration 11Q: 3 clusters Score -693173.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -693268.312500 Penalty: 4314.131836
	Iteration 12Q: 3 clusters Score -693268.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -693366.125000 Penalty: 4314.131836
	Iteration 13Q: 3 clusters Score -693366.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -693458.812500 Penalty: 4314.131836
	Iteration 14Q: 3 clusters Score -693458.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -693548.375000 Penalty: 4314.131836
	Iteration 15Q: 3 clusters Score -693548.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -693639.500000 Penalty: 4314.131836
	Iteration 16Q: 3 clusters Score -693639.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -693709.250000 Penalty: 4314.131836
	Iteration 17Q: 3 clusters Score -693709.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -693772.375000 Penalty: 4314.131836
	Iteration 18Q: 3 clusters Score -693772.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -693849.062500 Penalty: 4314.131836
	Iteration 19Q: 3 clusters Score -693849.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -693910.312500 Penalty: 4314.131836
	Iteration 20F: 3 clusters Score -693910.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -693963.062500 Penalty: 4314.131836
	Iteration 21Q: 3 clusters Score -693963.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -694014.312500 Penalty: 4314.131836
	Iteration 22Q: 3 clusters Score -694014.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -694054.125000 Penalty: 4314.131836
	Iteration 23Q: 3 clusters Score -694054.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -694078.812500 Penalty: 4314.131836
	Iteration 24Q: 3 clusters Score -694078.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -694096.750000 Penalty: 4314.131836
	Iteration 25Q: 3 clusters Score -694096.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -694114.312500 Penalty: 4314.131836
	Iteration 26Q: 3 clusters Score -694114.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -694128.437500 Penalty: 4314.131836
	Iteration 27Q: 3 clusters Score -694128.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -694144.500000 Penalty: 4314.131836
	Iteration 28Q: 3 clusters Score -694144.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -694159.750000 Penalty: 4314.131836
	Iteration 29Q: 3 clusters Score -694159.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -694174.687500 Penalty: 4314.131836
	Iteration 30Q: 3 clusters Score -694174.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -694185.000000 Penalty: 4314.131836
	Iteration 31Q: 3 clusters Score -694185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -694200.000000 Penalty: 4314.131836
	Iteration 32Q: 3 clusters Score -694200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -694218.187500 Penalty: 4314.131836
	Iteration 33Q: 3 clusters Score -694218.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -694237.625000 Penalty: 4314.131836
	Iteration 34Q: 3 clusters Score -694237.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -694252.875000 Penalty: 4314.131836
	Iteration 35Q: 3 clusters Score -694252.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -694269.500000 Penalty: 4314.131836
	Iteration 36Q: 3 clusters Score -694269.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -694280.687500 Penalty: 4314.131836
	Iteration 37Q: 3 clusters Score -694280.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -694293.812500 Penalty: 4314.131836
	Iteration 38Q: 3 clusters Score -694293.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -694302.500000 Penalty: 4314.131836
	Iteration 39Q: 3 clusters Score -694302.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -694317.875000 Penalty: 4314.131836
	Iteration 40F: 3 clusters Score -694317.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -694329.125000 Penalty: 4314.131836
	Iteration 41Q: 3 clusters Score -694329.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -694340.562500 Penalty: 4314.131836
	Iteration 42Q: 3 clusters Score -694340.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -694351.625000 Penalty: 4314.131836
	Iteration 43Q: 3 clusters Score -694351.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -694359.000000 Penalty: 4314.131836
	Iteration 44Q: 3 clusters Score -694359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -694365.437500 Penalty: 4314.131836
	Iteration 45Q: 3 clusters Score -694365.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -694368.000000 Penalty: 4314.131836
	Iteration 46Q: 3 clusters Score -694368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -694370.687500 Penalty: 4314.131836
	Iteration 47Q: 3 clusters Score -694370.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -694370.125000 Penalty: 4314.131836
	Iteration 48Q: 3 clusters Score -694370.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -694371.875000 Penalty: 4314.131836
	Iteration 49Q: 3 clusters Score -694371.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -694372.375000 Penalty: 4314.131836
	Iteration 50Q: 3 clusters Score -694372.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -694374.125000 Penalty: 4314.131836
	Iteration 51Q: 3 clusters Score -694374.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -694376.000000 Penalty: 4314.131836
	Iteration 52Q: 3 clusters Score -694376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -694377.687500 Penalty: 4314.131836
	Iteration 53Q: 3 clusters Score -694377.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -694380.812500 Penalty: 4314.131836
	Iteration 54Q: 3 clusters Score -694380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -694383.750000 Penalty: 4314.131836
	Iteration 55Q: 3 clusters Score -694383.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -694384.375000 Penalty: 4314.131836
	Iteration 56Q: 3 clusters Score -694384.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -694385.000000 Penalty: 4314.131836
	Iteration 57Q: 3 clusters Score -694385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -694387.562500 Penalty: 4314.131836
	Iteration 58Q: 3 clusters Score -694387.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -694387.125000 Penalty: 4314.131836
	Iteration 59Q: 3 clusters Score -694387.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -694388.062500 Penalty: 4314.131836
	Iteration 60F: 3 clusters Score -694388.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -694388.437500 Penalty: 4314.131836
	Iteration 61Q: 3 clusters Score -694388.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -694388.437500 Penalty: 4314.131836
	Iteration 62F: 3 clusters Score -694388.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Entering Unmasked Estep 
Score: -7753781.500000 Penalty: 2741.347900
	Iteration 0F: 2 clusters Score -7753782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -7711395.500000 Penalty: 5482.695801
	Iteration 0F: 3 clusters Score -7711396 nChanged 29435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -7727812.000000 Penalty: 5482.695801
	Iteration 1F: 3 clusters Score -7727812 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -7728459.500000 Penalty: 5482.695801
	Iteration 2Q: 3 clusters Score -7728460 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -7729219.000000 Penalty: 5482.695801
	Iteration 3Q: 3 clusters Score -7729219 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -7730480.000000 Penalty: 5482.695801
	Iteration 4Q: 3 clusters Score -7730480 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -7732699.500000 Penalty: 5482.695801
	Iteration 5F: 3 clusters Score -7732700 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -7736389.000000 Penalty: 5482.695801
	Iteration 6F: 3 clusters Score -7736389 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -7741528.500000 Penalty: 5482.695801
	Iteration 7F: 3 clusters Score -7741528 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -7746443.000000 Penalty: 5482.695801
	Iteration 8F: 3 clusters Score -7746443 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 60388 members 
Entering Unmasked Estep 
Score: -7749433.000000 Penalty: 5482.695801
	Iteration 9Q: 3 clusters Score -7749433 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 61638 members 
Entering Unmasked Estep 
Score: -7750744.500000 Penalty: 5482.695801
	Iteration 10Q: 3 clusters Score -7750744 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 62024 members 
Entering Unmasked Estep 
Score: -7751183.500000 Penalty: 5482.695801
	Iteration 11Q: 3 clusters Score -7751184 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 62159 members 
Entering Unmasked Estep 
Score: -7751359.500000 Penalty: 5482.695801
	Iteration 12Q: 3 clusters Score -7751360 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -7751445.500000 Penalty: 5482.695801
	Iteration 13Q: 3 clusters Score -7751446 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 62263 members 
Entering Unmasked Estep 
Score: -7751492.000000 Penalty: 5482.695801
	Iteration 14Q: 3 clusters Score -7751492 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 62304 members 
Entering Unmasked Estep 
Score: -7751546.000000 Penalty: 5482.695801
	Iteration 15Q: 3 clusters Score -7751546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -7751569.000000 Penalty: 5482.695801
	Iteration 16Q: 3 clusters Score -7751569 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -7751571.500000 Penalty: 5482.695801
	Iteration 17Q: 3 clusters Score -7751572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -7751580.000000 Penalty: 5482.695801
	Iteration 18Q: 3 clusters Score -7751580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -7751579.500000 Penalty: 5482.695801
	Iteration 19Q: 3 clusters Score -7751580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -7751586.500000 Penalty: 5482.695801
	Iteration 20F: 3 clusters Score -7751586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 62383 members 
Entering Unmasked Estep 
Score: -7751591.000000 Penalty: 5482.695801
	Iteration 21Q: 3 clusters Score -7751591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -7751591.500000 Penalty: 5482.695801
	Iteration 22Q: 3 clusters Score -7751592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 62396 members 
Entering Unmasked Estep 
Score: -7751594.500000 Penalty: 5482.695801
	Iteration 23Q: 3 clusters Score -7751594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -7751591.500000 Penalty: 5482.695801
	Iteration 24Q: 3 clusters Score -7751592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -7751591.500000 Penalty: 5482.695801
	Iteration 25F: 3 clusters Score -7751592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -109965.218750 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -109965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -108014.023438 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -108014 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -108371.000000 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -108371 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -108525.632812 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -108525.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -108728.375000 Penalty: 3485.107666
	Iteration 3F: 3 clusters Score -108728.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -109039.914062 Penalty: 3485.107666
	Iteration 4F: 3 clusters Score -109039.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -109514.312500 Penalty: 3485.107666
	Iteration 5F: 3 clusters Score -109514.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -109916.648438 Penalty: 3485.107666
	Iteration 6F: 3 clusters Score -109916.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -110218.601562 Penalty: 3485.107666
	Iteration 7F: 3 clusters Score -110218.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -110351.671875 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -110351.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -110428.320312 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -110428.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -110446.992188 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -110447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -110465.367188 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -110465.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -110524.382812 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -110524.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -110575.273438 Penalty: 3485.107666
	Iteration 13Q: 3 clusters Score -110575.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -110605.554688 Penalty: 3485.107666
	Iteration 14Q: 3 clusters Score -110605.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -110629.367188 Penalty: 3485.107666
	Iteration 15Q: 3 clusters Score -110629.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -110637.218750 Penalty: 3485.107666
	Iteration 16Q: 3 clusters Score -110637.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -110637.218750 Penalty: 3485.107666
	Iteration 17F: 3 clusters Score -110637.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 94878 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 63185 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 828 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 116959 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 16 contains 26421 members 
Mstep: Class 17 contains 229762 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 35161 members 
Mstep: Class 23 contains 219468 members 
Mstep: Class 24 contains 65797 members 
Entering Unmasked Estep 
Score: -104302320.000000 Penalty: 61069.699219
Splitting cluster 8 changes total score from -104303328.000000 to -104302320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -75298.390625 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -75298.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73545.734375 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -73545.73 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73784.664062 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -73784.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73877.375000 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -73877.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73920.117188 Penalty: 3294.673340
	Iteration 3Q: 3 clusters Score -73920.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73944.242188 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -73944.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73952.492188 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -73952.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -73959.828125 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -73959.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -73970.609375 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -73970.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74004.187500 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -74004.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74009.585938 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -74009.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74010.851562 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -74010.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74011.632812 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -74011.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74011.632812 Penalty: 3294.673340
	Iteration 12F: 3 clusters Score -74011.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (116959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116959 members 
Entering Unmasked Estep 
Score: -14324170.000000 Penalty: 2894.055420
	Iteration 0F: 2 clusters Score -1.432417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -14245984.000000 Penalty: 5788.110840
	Iteration 0F: 3 clusters Score -1.424598e+07 nChanged 55526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -14277470.000000 Penalty: 5788.110840
	Iteration 1F: 3 clusters Score -1.427747e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63872 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -14278455.000000 Penalty: 5788.110840
	Iteration 2Q: 3 clusters Score -1.427846e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -14279632.000000 Penalty: 5788.110840
	Iteration 3Q: 3 clusters Score -1.427963e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -14281787.000000 Penalty: 5788.110840
	Iteration 4Q: 3 clusters Score -1.428179e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78306 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -14285962.000000 Penalty: 5788.110840
	Iteration 5F: 3 clusters Score -1.428596e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87706 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -14293377.000000 Penalty: 5788.110840
	Iteration 6F: 3 clusters Score -1.429338e+07 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98439 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -14303800.000000 Penalty: 5788.110840
	Iteration 7F: 3 clusters Score -1.43038e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107791 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -14313445.000000 Penalty: 5788.110840
	Iteration 8F: 3 clusters Score -1.431344e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112991 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -14318789.000000 Penalty: 5788.110840
	Iteration 9Q: 3 clusters Score -1.431879e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114944 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -14320800.000000 Penalty: 5788.110840
	Iteration 10Q: 3 clusters Score -1.43208e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115506 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -14321585.000000 Penalty: 5788.110840
	Iteration 11Q: 3 clusters Score -1.432158e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115643 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -14321868.000000 Penalty: 5788.110840
	Iteration 12Q: 3 clusters Score -1.432187e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115678 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -14321997.000000 Penalty: 5788.110840
	Iteration 13Q: 3 clusters Score -1.4322e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115677 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -14322072.000000 Penalty: 5788.110840
	Iteration 14Q: 3 clusters Score -1.432207e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115670 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -14322113.000000 Penalty: 5788.110840
	Iteration 15Q: 3 clusters Score -1.432211e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115671 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -14322128.000000 Penalty: 5788.110840
	Iteration 16Q: 3 clusters Score -1.432213e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115674 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -14322131.000000 Penalty: 5788.110840
	Iteration 17Q: 3 clusters Score -1.432213e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115677 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -14322127.000000 Penalty: 5788.110840
	Iteration 18Q: 3 clusters Score -1.432213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115667 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -14322145.000000 Penalty: 5788.110840
	Iteration 19Q: 3 clusters Score -1.432214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115653 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -14322151.000000 Penalty: 5788.110840
	Iteration 20F: 3 clusters Score -1.432215e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115648 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -14322156.000000 Penalty: 5788.110840
	Iteration 21Q: 3 clusters Score -1.432216e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115646 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -14322146.000000 Penalty: 5788.110840
	Iteration 22Q: 3 clusters Score -1.432215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115643 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -14322158.000000 Penalty: 5788.110840
	Iteration 23Q: 3 clusters Score -1.432216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115638 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -14322169.000000 Penalty: 5788.110840
	Iteration 24Q: 3 clusters Score -1.432217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115637 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -14322169.000000 Penalty: 5788.110840
	Iteration 25Q: 3 clusters Score -1.432217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115635 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -14322174.000000 Penalty: 5788.110840
	Iteration 26Q: 3 clusters Score -1.432217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115633 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -14322174.000000 Penalty: 5788.110840
	Iteration 27Q: 3 clusters Score -1.432217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115632 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -14322173.000000 Penalty: 5788.110840
	Iteration 28Q: 3 clusters Score -1.432217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115631 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -14322176.000000 Penalty: 5788.110840
	Iteration 29Q: 3 clusters Score -1.432218e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115631 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -14322176.000000 Penalty: 5788.110840
	Iteration 30F: 3 clusters Score -1.432218e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -294048.687500 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -294048.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -290972.000000 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -290972 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -291593.500000 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -291593.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -291792.750000 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -291792.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -291900.062500 Penalty: 3917.059082
	Iteration 3F: 3 clusters Score -291900.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -291971.343750 Penalty: 3917.059082
	Iteration 4Q: 3 clusters Score -291971.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -292045.000000 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -292045 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -292117.968750 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -292118 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -292183.718750 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -292183.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -292248.625000 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -292248.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -292304.531250 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -292304.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -292365.093750 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -292365.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -292426.218750 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -292426.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -292479.656250 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -292479.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -292523.906250 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -292523.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -292561.187500 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -292561.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -292600.312500 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -292600.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -292631.812500 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -292631.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -292665.750000 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -292665.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -292682.687500 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -292682.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -292696.656250 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -292696.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -292708.187500 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -292708.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -292723.093750 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -292723.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -292738.343750 Penalty: 3917.059082
	Iteration 22Q: 3 clusters Score -292738.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -292747.875000 Penalty: 3917.059082
	Iteration 23Q: 3 clusters Score -292747.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -292754.250000 Penalty: 3917.059082
	Iteration 24Q: 3 clusters Score -292754.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -292760.125000 Penalty: 3917.059082
	Iteration 25Q: 3 clusters Score -292760.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -292770.156250 Penalty: 3917.059082
	Iteration 26Q: 3 clusters Score -292770.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -292777.156250 Penalty: 3917.059082
	Iteration 27Q: 3 clusters Score -292777.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -292782.500000 Penalty: 3917.059082
	Iteration 28Q: 3 clusters Score -292782.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -292787.062500 Penalty: 3917.059082
	Iteration 29Q: 3 clusters Score -292787.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -292790.187500 Penalty: 3917.059082
	Iteration 30Q: 3 clusters Score -292790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -292792.062500 Penalty: 3917.059082
	Iteration 31Q: 3 clusters Score -292792.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -292792.718750 Penalty: 3917.059082
	Iteration 32Q: 3 clusters Score -292792.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -292792.750000 Penalty: 3917.059082
	Iteration 33Q: 3 clusters Score -292792.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -292793.781250 Penalty: 3917.059082
	Iteration 34Q: 3 clusters Score -292793.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -292794.375000 Penalty: 3917.059082
	Iteration 35Q: 3 clusters Score -292794.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -292794.312500 Penalty: 3917.059082
	Iteration 36Q: 3 clusters Score -292794.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -292795.093750 Penalty: 3917.059082
	Iteration 37Q: 3 clusters Score -292795.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -292795.468750 Penalty: 3917.059082
	Iteration 38Q: 3 clusters Score -292795.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -292795.468750 Penalty: 3917.059082
	Iteration 39F: 3 clusters Score -292795.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Entering Unmasked Estep 
Score: -3247591.750000 Penalty: 2525.114746
	Iteration 0F: 2 clusters Score -3247592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3229278.250000 Penalty: 5050.229492
	Iteration 0F: 3 clusters Score -3229278 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -3235642.250000 Penalty: 5050.229492
	Iteration 1F: 3 clusters Score -3235642 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -3236246.000000 Penalty: 5050.229492
	Iteration 2F: 3 clusters Score -3236246 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3236987.500000 Penalty: 5050.229492
	Iteration 3F: 3 clusters Score -3236988 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -3237911.250000 Penalty: 5050.229492
	Iteration 4F: 3 clusters Score -3237911 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -3239067.750000 Penalty: 5050.229492
	Iteration 5F: 3 clusters Score -3239068 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -3240421.250000 Penalty: 5050.229492
	Iteration 6F: 3 clusters Score -3240421 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -3242058.250000 Penalty: 5050.229492
	Iteration 7F: 3 clusters Score -3242058 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3243426.000000 Penalty: 5050.229492
	Iteration 8F: 3 clusters Score -3243426 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3244143.500000 Penalty: 5050.229492
	Iteration 9Q: 3 clusters Score -3244144 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -3244414.000000 Penalty: 5050.229492
	Iteration 10Q: 3 clusters Score -3244414 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -3244535.500000 Penalty: 5050.229492
	Iteration 11Q: 3 clusters Score -3244536 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -3244608.250000 Penalty: 5050.229492
	Iteration 12Q: 3 clusters Score -3244608 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3244647.750000 Penalty: 5050.229492
	Iteration 13Q: 3 clusters Score -3244648 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -3244696.250000 Penalty: 5050.229492
	Iteration 14Q: 3 clusters Score -3244696 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -3244740.750000 Penalty: 5050.229492
	Iteration 15Q: 3 clusters Score -3244741 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3244775.250000 Penalty: 5050.229492
	Iteration 16Q: 3 clusters Score -3244775 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -3244803.000000 Penalty: 5050.229492
	Iteration 17Q: 3 clusters Score -3244803 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3244823.500000 Penalty: 5050.229492
	Iteration 18Q: 3 clusters Score -3244824 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -3244854.750000 Penalty: 5050.229492
	Iteration 19Q: 3 clusters Score -3244855 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -3244870.250000 Penalty: 5050.229492
	Iteration 20F: 3 clusters Score -3244870 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -3244883.000000 Penalty: 5050.229492
	Iteration 21Q: 3 clusters Score -3244883 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3244908.500000 Penalty: 5050.229492
	Iteration 22Q: 3 clusters Score -3244908 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -3244930.000000 Penalty: 5050.229492
	Iteration 23Q: 3 clusters Score -3244930 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3244962.750000 Penalty: 5050.229492
	Iteration 24Q: 3 clusters Score -3244963 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -3244984.500000 Penalty: 5050.229492
	Iteration 25Q: 3 clusters Score -3244984 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -3245005.750000 Penalty: 5050.229492
	Iteration 26Q: 3 clusters Score -3245006 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -3245040.750000 Penalty: 5050.229492
	Iteration 27Q: 3 clusters Score -3245041 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -3245085.000000 Penalty: 5050.229492
	Iteration 28Q: 3 clusters Score -3245085 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3245121.000000 Penalty: 5050.229492
	Iteration 29Q: 3 clusters Score -3245121 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3245128.250000 Penalty: 5050.229492
	Iteration 30Q: 3 clusters Score -3245128 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3245159.500000 Penalty: 5050.229492
	Iteration 31Q: 3 clusters Score -3245160 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3245185.500000 Penalty: 5050.229492
	Iteration 32Q: 3 clusters Score -3245186 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -3245211.000000 Penalty: 5050.229492
	Iteration 33Q: 3 clusters Score -3245211 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -3245240.000000 Penalty: 5050.229492
	Iteration 34Q: 3 clusters Score -3245240 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3245267.500000 Penalty: 5050.229492
	Iteration 35Q: 3 clusters Score -3245268 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3245293.500000 Penalty: 5050.229492
	Iteration 36Q: 3 clusters Score -3245294 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3245313.250000 Penalty: 5050.229492
	Iteration 37Q: 3 clusters Score -3245313 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3245333.750000 Penalty: 5050.229492
	Iteration 38Q: 3 clusters Score -3245334 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3245354.000000 Penalty: 5050.229492
	Iteration 39Q: 3 clusters Score -3245354 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3245372.250000 Penalty: 5050.229492
	Iteration 40F: 3 clusters Score -3245372 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -3245389.750000 Penalty: 5050.229492
	Iteration 41Q: 3 clusters Score -3245390 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3245412.750000 Penalty: 5050.229492
	Iteration 42Q: 3 clusters Score -3245413 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3245450.500000 Penalty: 5050.229492
	Iteration 43Q: 3 clusters Score -3245450 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -3245462.000000 Penalty: 5050.229492
	Iteration 44Q: 3 clusters Score -3245462 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3245492.750000 Penalty: 5050.229492
	Iteration 45Q: 3 clusters Score -3245493 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3245515.000000 Penalty: 5050.229492
	Iteration 46Q: 3 clusters Score -3245515 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3245544.000000 Penalty: 5050.229492
	Iteration 47Q: 3 clusters Score -3245544 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3245559.000000 Penalty: 5050.229492
	Iteration 48Q: 3 clusters Score -3245559 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3245569.000000 Penalty: 5050.229492
	Iteration 49Q: 3 clusters Score -3245569 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3245585.750000 Penalty: 5050.229492
	Iteration 50Q: 3 clusters Score -3245586 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3245604.250000 Penalty: 5050.229492
	Iteration 51Q: 3 clusters Score -3245604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3245611.250000 Penalty: 5050.229492
	Iteration 52Q: 3 clusters Score -3245611 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3245622.250000 Penalty: 5050.229492
	Iteration 53Q: 3 clusters Score -3245622 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3245632.250000 Penalty: 5050.229492
	Iteration 54Q: 3 clusters Score -3245632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3245649.250000 Penalty: 5050.229492
	Iteration 55Q: 3 clusters Score -3245649 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3245662.000000 Penalty: 5050.229492
	Iteration 56Q: 3 clusters Score -3245662 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3245672.500000 Penalty: 5050.229492
	Iteration 57Q: 3 clusters Score -3245672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3245681.750000 Penalty: 5050.229492
	Iteration 58Q: 3 clusters Score -3245682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3245690.000000 Penalty: 5050.229492
	Iteration 59Q: 3 clusters Score -3245690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3245700.250000 Penalty: 5050.229492
	Iteration 60F: 3 clusters Score -3245700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3245706.500000 Penalty: 5050.229492
	Iteration 61Q: 3 clusters Score -3245706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3245706.500000 Penalty: 5050.229492
	Iteration 62Q: 3 clusters Score -3245706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3245712.250000 Penalty: 5050.229492
	Iteration 63Q: 3 clusters Score -3245712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3245713.250000 Penalty: 5050.229492
	Iteration 64Q: 3 clusters Score -3245713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3245719.250000 Penalty: 5050.229492
	Iteration 65Q: 3 clusters Score -3245719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3245730.750000 Penalty: 5050.229492
	Iteration 66Q: 3 clusters Score -3245731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3245734.500000 Penalty: 5050.229492
	Iteration 67Q: 3 clusters Score -3245734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3245742.750000 Penalty: 5050.229492
	Iteration 68Q: 3 clusters Score -3245743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3245746.250000 Penalty: 5050.229492
	Iteration 69Q: 3 clusters Score -3245746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3245754.250000 Penalty: 5050.229492
	Iteration 70Q: 3 clusters Score -3245754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3245764.250000 Penalty: 5050.229492
	Iteration 71Q: 3 clusters Score -3245764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3245761.250000 Penalty: 5050.229492
	Iteration 72Q: 3 clusters Score -3245761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3245766.250000 Penalty: 5050.229492
	Iteration 73Q: 3 clusters Score -3245766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3245770.500000 Penalty: 5050.229492
	Iteration 74Q: 3 clusters Score -3245770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3245774.000000 Penalty: 5050.229492
	Iteration 75Q: 3 clusters Score -3245774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3245779.750000 Penalty: 5050.229492
	Iteration 76Q: 3 clusters Score -3245780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3245782.500000 Penalty: 5050.229492
	Iteration 77Q: 3 clusters Score -3245782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3245786.250000 Penalty: 5050.229492
	Iteration 78Q: 3 clusters Score -3245786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3245787.250000 Penalty: 5050.229492
	Iteration 79Q: 3 clusters Score -3245787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3245785.500000 Penalty: 5050.229492
	Iteration 80F: 3 clusters Score -3245786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3245784.750000 Penalty: 5050.229492
	Iteration 81Q: 3 clusters Score -3245785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3245786.500000 Penalty: 5050.229492
	Iteration 82Q: 3 clusters Score -3245786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3245783.500000 Penalty: 5050.229492
	Iteration 83Q: 3 clusters Score -3245784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3245784.500000 Penalty: 5050.229492
	Iteration 84Q: 3 clusters Score -3245784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3245782.750000 Penalty: 5050.229492
	Iteration 85Q: 3 clusters Score -3245783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3245782.500000 Penalty: 5050.229492
	Iteration 86Q: 3 clusters Score -3245782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3245782.500000 Penalty: 5050.229492
	Iteration 87Q: 3 clusters Score -3245782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3245782.750000 Penalty: 5050.229492
	Iteration 88Q: 3 clusters Score -3245783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3245781.250000 Penalty: 5050.229492
	Iteration 89Q: 3 clusters Score -3245781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3245783.500000 Penalty: 5050.229492
	Iteration 90Q: 3 clusters Score -3245784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3245783.500000 Penalty: 5050.229492
	Iteration 91F: 3 clusters Score -3245784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (229762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229762 members 
Entering Unmasked Estep 
Score: -27860696.000000 Penalty: 3061.510254
	Iteration 0F: 2 clusters Score -2.78607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115060 members 
Mstep: Class 2 contains 114702 members 
Entering Unmasked Estep 
Score: -27713214.000000 Penalty: 6123.020508
	Iteration 0F: 3 clusters Score -2.771321e+07 nChanged 110912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118224 members 
Mstep: Class 2 contains 111538 members 
Entering Unmasked Estep 
Score: -27778678.000000 Penalty: 6123.020508
	Iteration 1F: 3 clusters Score -2.777868e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120287 members 
Mstep: Class 2 contains 109475 members 
Entering Unmasked Estep 
Score: -27780860.000000 Penalty: 6123.020508
	Iteration 2Q: 3 clusters Score -2.778086e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123798 members 
Mstep: Class 2 contains 105964 members 
Entering Unmasked Estep 
Score: -27783812.000000 Penalty: 6123.020508
	Iteration 3Q: 3 clusters Score -2.778381e+07 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129245 members 
Mstep: Class 2 contains 100517 members 
Entering Unmasked Estep 
Score: -27788668.000000 Penalty: 6123.020508
	Iteration 4Q: 3 clusters Score -2.778867e+07 nChanged 13248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137501 members 
Mstep: Class 2 contains 92261 members 
Entering Unmasked Estep 
Score: -27796090.000000 Penalty: 6123.020508
	Iteration 5F: 3 clusters Score -2.779609e+07 nChanged 15948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148763 members 
Mstep: Class 2 contains 80999 members 
Entering Unmasked Estep 
Score: -27807394.000000 Penalty: 6123.020508
	Iteration 6F: 3 clusters Score -2.780739e+07 nChanged 17459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161540 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -27822968.000000 Penalty: 6123.020508
	Iteration 7F: 3 clusters Score -2.782297e+07 nChanged 15587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171883 members 
Mstep: Class 2 contains 57879 members 
Entering Unmasked Estep 
Score: -27837584.000000 Penalty: 6123.020508
	Iteration 8F: 3 clusters Score -2.783758e+07 nChanged 11426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177817 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -27845268.000000 Penalty: 6123.020508
	Iteration 9Q: 3 clusters Score -2.784527e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181473 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -27848550.000000 Penalty: 6123.020508
	Iteration 10Q: 3 clusters Score -2.784855e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184455 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -27850224.000000 Penalty: 6123.020508
	Iteration 11Q: 3 clusters Score -2.785022e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187281 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -27851508.000000 Penalty: 6123.020508
	Iteration 12Q: 3 clusters Score -2.785151e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189953 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -27852748.000000 Penalty: 6123.020508
	Iteration 13Q: 3 clusters Score -2.785275e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192420 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -27853732.000000 Penalty: 6123.020508
	Iteration 14Q: 3 clusters Score -2.785373e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194734 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -27854452.000000 Penalty: 6123.020508
	Iteration 15Q: 3 clusters Score -2.785445e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196892 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -27855058.000000 Penalty: 6123.020508
	Iteration 16Q: 3 clusters Score -2.785506e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198955 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -27855530.000000 Penalty: 6123.020508
	Iteration 17Q: 3 clusters Score -2.785553e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201008 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -27856002.000000 Penalty: 6123.020508
	Iteration 18Q: 3 clusters Score -2.7856e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203094 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -27856550.000000 Penalty: 6123.020508
	Iteration 19Q: 3 clusters Score -2.785655e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205166 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -27856970.000000 Penalty: 6123.020508
	Iteration 20F: 3 clusters Score -2.785697e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207147 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -27857242.000000 Penalty: 6123.020508
	Iteration 21Q: 3 clusters Score -2.785724e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209123 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -27857496.000000 Penalty: 6123.020508
	Iteration 22Q: 3 clusters Score -2.78575e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211016 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -27857718.000000 Penalty: 6123.020508
	Iteration 23Q: 3 clusters Score -2.785772e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212824 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -27857804.000000 Penalty: 6123.020508
	Iteration 24Q: 3 clusters Score -2.78578e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214541 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -27858028.000000 Penalty: 6123.020508
	Iteration 25Q: 3 clusters Score -2.785803e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216108 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -27858122.000000 Penalty: 6123.020508
	Iteration 26Q: 3 clusters Score -2.785812e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217539 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -27858396.000000 Penalty: 6123.020508
	Iteration 27Q: 3 clusters Score -2.78584e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218797 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -27858518.000000 Penalty: 6123.020508
	Iteration 28Q: 3 clusters Score -2.785852e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219936 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -27858598.000000 Penalty: 6123.020508
	Iteration 29Q: 3 clusters Score -2.78586e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220981 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -27858686.000000 Penalty: 6123.020508
	Iteration 30Q: 3 clusters Score -2.785869e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221894 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -27858834.000000 Penalty: 6123.020508
	Iteration 31Q: 3 clusters Score -2.785883e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222667 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -27858890.000000 Penalty: 6123.020508
	Iteration 32Q: 3 clusters Score -2.785889e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223323 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -27858878.000000 Penalty: 6123.020508
	Iteration 33Q: 3 clusters Score -2.785888e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223907 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -27858944.000000 Penalty: 6123.020508
	Iteration 34Q: 3 clusters Score -2.785894e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224398 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -27858998.000000 Penalty: 6123.020508
	Iteration 35Q: 3 clusters Score -2.7859e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224804 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -27859044.000000 Penalty: 6123.020508
	Iteration 36Q: 3 clusters Score -2.785904e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225169 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -27859114.000000 Penalty: 6123.020508
	Iteration 37Q: 3 clusters Score -2.785911e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225483 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -27859074.000000 Penalty: 6123.020508
	Iteration 38Q: 3 clusters Score -2.785907e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225753 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -27859120.000000 Penalty: 6123.020508
	Iteration 39Q: 3 clusters Score -2.785912e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226007 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -27859146.000000 Penalty: 6123.020508
	Iteration 40F: 3 clusters Score -2.785915e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226204 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -27859126.000000 Penalty: 6123.020508
	Iteration 41Q: 3 clusters Score -2.785913e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226369 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -27859080.000000 Penalty: 6123.020508
	Iteration 42Q: 3 clusters Score -2.785908e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226527 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -27859080.000000 Penalty: 6123.020508
	Iteration 43Q: 3 clusters Score -2.785908e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226653 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -27859100.000000 Penalty: 6123.020508
	Iteration 44Q: 3 clusters Score -2.78591e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226755 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -27859052.000000 Penalty: 6123.020508
	Iteration 45Q: 3 clusters Score -2.785905e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226841 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -27859056.000000 Penalty: 6123.020508
	Iteration 46Q: 3 clusters Score -2.785906e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226940 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -27859088.000000 Penalty: 6123.020508
	Iteration 47Q: 3 clusters Score -2.785909e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227028 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -27859118.000000 Penalty: 6123.020508
	Iteration 48Q: 3 clusters Score -2.785912e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227113 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -27859108.000000 Penalty: 6123.020508
	Iteration 49Q: 3 clusters Score -2.785911e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227184 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -27859122.000000 Penalty: 6123.020508
	Iteration 50Q: 3 clusters Score -2.785912e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227258 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -27859156.000000 Penalty: 6123.020508
	Iteration 51Q: 3 clusters Score -2.785916e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227319 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -27859154.000000 Penalty: 6123.020508
	Iteration 52Q: 3 clusters Score -2.785915e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227369 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -27859140.000000 Penalty: 6123.020508
	Iteration 53Q: 3 clusters Score -2.785914e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227404 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -27859130.000000 Penalty: 6123.020508
	Iteration 54Q: 3 clusters Score -2.785913e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227431 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -27859162.000000 Penalty: 6123.020508
	Iteration 55Q: 3 clusters Score -2.785916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227448 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -27859166.000000 Penalty: 6123.020508
	Iteration 56Q: 3 clusters Score -2.785917e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227470 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -27859158.000000 Penalty: 6123.020508
	Iteration 57Q: 3 clusters Score -2.785916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227490 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -27859172.000000 Penalty: 6123.020508
	Iteration 58Q: 3 clusters Score -2.785917e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227513 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -27859158.000000 Penalty: 6123.020508
	Iteration 59Q: 3 clusters Score -2.785916e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227539 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -27859170.000000 Penalty: 6123.020508
	Iteration 60F: 3 clusters Score -2.785917e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227552 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -27859192.000000 Penalty: 6123.020508
	Iteration 61Q: 3 clusters Score -2.785919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227558 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -27859174.000000 Penalty: 6123.020508
	Iteration 62Q: 3 clusters Score -2.785917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227565 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -27859166.000000 Penalty: 6123.020508
	Iteration 63Q: 3 clusters Score -2.785917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227571 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -27859164.000000 Penalty: 6123.020508
	Iteration 64Q: 3 clusters Score -2.785916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227584 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -27859134.000000 Penalty: 6123.020508
	Iteration 65Q: 3 clusters Score -2.785913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227593 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -27859132.000000 Penalty: 6123.020508
	Iteration 66Q: 3 clusters Score -2.785913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227596 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -27859144.000000 Penalty: 6123.020508
	Iteration 67Q: 3 clusters Score -2.785914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227600 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -27859158.000000 Penalty: 6123.020508
	Iteration 68Q: 3 clusters Score -2.785916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227606 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -27859134.000000 Penalty: 6123.020508
	Iteration 69Q: 3 clusters Score -2.785913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227609 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -27859136.000000 Penalty: 6123.020508
	Iteration 70Q: 3 clusters Score -2.785914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227612 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -27859126.000000 Penalty: 6123.020508
	Iteration 71Q: 3 clusters Score -2.785913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227614 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -27859116.000000 Penalty: 6123.020508
	Iteration 72Q: 3 clusters Score -2.785912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227618 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -27859126.000000 Penalty: 6123.020508
	Iteration 73Q: 3 clusters Score -2.785913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227620 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -27859120.000000 Penalty: 6123.020508
	Iteration 74Q: 3 clusters Score -2.785912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227624 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -27859122.000000 Penalty: 6123.020508
	Iteration 75Q: 3 clusters Score -2.785912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227632 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -27859120.000000 Penalty: 6123.020508
	Iteration 76Q: 3 clusters Score -2.785912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227638 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -27859136.000000 Penalty: 6123.020508
	Iteration 77Q: 3 clusters Score -2.785914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227645 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -27859114.000000 Penalty: 6123.020508
	Iteration 78Q: 3 clusters Score -2.785911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227653 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -27859126.000000 Penalty: 6123.020508
	Iteration 79Q: 3 clusters Score -2.785913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227659 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -27859112.000000 Penalty: 6123.020508
	Iteration 80F: 3 clusters Score -2.785911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227668 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -27859116.000000 Penalty: 6123.020508
	Iteration 81Q: 3 clusters Score -2.785912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227675 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -27859104.000000 Penalty: 6123.020508
	Iteration 82Q: 3 clusters Score -2.78591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227683 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -27859116.000000 Penalty: 6123.020508
	Iteration 83Q: 3 clusters Score -2.785912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227693 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -27859136.000000 Penalty: 6123.020508
	Iteration 84Q: 3 clusters Score -2.785914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227696 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -27859134.000000 Penalty: 6123.020508
	Iteration 85Q: 3 clusters Score -2.785913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227702 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -27859102.000000 Penalty: 6123.020508
	Iteration 86Q: 3 clusters Score -2.78591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227707 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -27859122.000000 Penalty: 6123.020508
	Iteration 87Q: 3 clusters Score -2.785912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227713 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -27859106.000000 Penalty: 6123.020508
	Iteration 88Q: 3 clusters Score -2.785911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227717 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -27859104.000000 Penalty: 6123.020508
	Iteration 89Q: 3 clusters Score -2.78591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227721 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -27859100.000000 Penalty: 6123.020508
	Iteration 90Q: 3 clusters Score -2.78591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227724 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -27859094.000000 Penalty: 6123.020508
	Iteration 91Q: 3 clusters Score -2.785909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227731 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -27859118.000000 Penalty: 6123.020508
	Iteration 92Q: 3 clusters Score -2.785912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227736 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -27859112.000000 Penalty: 6123.020508
	Iteration 93Q: 3 clusters Score -2.785911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227741 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -27859112.000000 Penalty: 6123.020508
	Iteration 94Q: 3 clusters Score -2.785911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227747 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -27859110.000000 Penalty: 6123.020508
	Iteration 95Q: 3 clusters Score -2.785911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227751 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -27859098.000000 Penalty: 6123.020508
	Iteration 96Q: 3 clusters Score -2.78591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227754 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -27859106.000000 Penalty: 6123.020508
	Iteration 97Q: 3 clusters Score -2.785911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227758 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -27859106.000000 Penalty: 6123.020508
	Iteration 98Q: 3 clusters Score -2.785911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227759 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -27859110.000000 Penalty: 6123.020508
	Iteration 99Q: 3 clusters Score -2.785911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227760 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -27859104.000000 Penalty: 6123.020508
	Iteration 100F: 3 clusters Score -2.78591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227766 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -27859088.000000 Penalty: 6123.020508
	Iteration 101Q: 3 clusters Score -2.785909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227770 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -27859092.000000 Penalty: 6123.020508
	Iteration 102Q: 3 clusters Score -2.785909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227771 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -27859088.000000 Penalty: 6123.020508
	Iteration 103Q: 3 clusters Score -2.785909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227771 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -27859088.000000 Penalty: 6123.020508
	Iteration 104F: 3 clusters Score -2.785909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Entering Unmasked Estep 
Score: -440169.500000 Penalty: 2048.217285
	Iteration 0F: 2 clusters Score -440169.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -436330.375000 Penalty: 4096.434570
	Iteration 0F: 3 clusters Score -436330.4 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -437209.781250 Penalty: 4096.434570
	Iteration 1F: 3 clusters Score -437209.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -437464.375000 Penalty: 4096.434570
	Iteration 2F: 3 clusters Score -437464.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -437620.750000 Penalty: 4096.434570
	Iteration 3F: 3 clusters Score -437620.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -437729.062500 Penalty: 4096.434570
	Iteration 4Q: 3 clusters Score -437729.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -437809.718750 Penalty: 4096.434570
	Iteration 5Q: 3 clusters Score -437809.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -437878.343750 Penalty: 4096.434570
	Iteration 6Q: 3 clusters Score -437878.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -437932.343750 Penalty: 4096.434570
	Iteration 7Q: 3 clusters Score -437932.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -437974.906250 Penalty: 4096.434570
	Iteration 8Q: 3 clusters Score -437974.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -438023.906250 Penalty: 4096.434570
	Iteration 9Q: 3 clusters Score -438023.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -438056.687500 Penalty: 4096.434570
	Iteration 10Q: 3 clusters Score -438056.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -438085.031250 Penalty: 4096.434570
	Iteration 11Q: 3 clusters Score -438085 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -438113.406250 Penalty: 4096.434570
	Iteration 12Q: 3 clusters Score -438113.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -438135.812500 Penalty: 4096.434570
	Iteration 13Q: 3 clusters Score -438135.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -438153.125000 Penalty: 4096.434570
	Iteration 14Q: 3 clusters Score -438153.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -438176.375000 Penalty: 4096.434570
	Iteration 15Q: 3 clusters Score -438176.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -438203.937500 Penalty: 4096.434570
	Iteration 16Q: 3 clusters Score -438203.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -438229.343750 Penalty: 4096.434570
	Iteration 17Q: 3 clusters Score -438229.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -438255.906250 Penalty: 4096.434570
	Iteration 18Q: 3 clusters Score -438255.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -438272.656250 Penalty: 4096.434570
	Iteration 19Q: 3 clusters Score -438272.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -438283.875000 Penalty: 4096.434570
	Iteration 20F: 3 clusters Score -438283.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -438290.343750 Penalty: 4096.434570
	Iteration 21Q: 3 clusters Score -438290.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -438295.875000 Penalty: 4096.434570
	Iteration 22Q: 3 clusters Score -438295.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -438302.718750 Penalty: 4096.434570
	Iteration 23Q: 3 clusters Score -438302.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -438308.656250 Penalty: 4096.434570
	Iteration 24Q: 3 clusters Score -438308.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -438310.437500 Penalty: 4096.434570
	Iteration 25Q: 3 clusters Score -438310.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -438313.093750 Penalty: 4096.434570
	Iteration 26Q: 3 clusters Score -438313.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -438316.406250 Penalty: 4096.434570
	Iteration 27Q: 3 clusters Score -438316.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -438317.875000 Penalty: 4096.434570
	Iteration 28Q: 3 clusters Score -438317.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -438319.718750 Penalty: 4096.434570
	Iteration 29Q: 3 clusters Score -438319.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -438322.812500 Penalty: 4096.434570
	Iteration 30Q: 3 clusters Score -438322.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -438325.906250 Penalty: 4096.434570
	Iteration 31Q: 3 clusters Score -438325.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -438324.968750 Penalty: 4096.434570
	Iteration 32Q: 3 clusters Score -438325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -438325.875000 Penalty: 4096.434570
	Iteration 33Q: 3 clusters Score -438325.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -438327.937500 Penalty: 4096.434570
	Iteration 34Q: 3 clusters Score -438327.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -438326.750000 Penalty: 4096.434570
	Iteration 35Q: 3 clusters Score -438326.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -438327.531250 Penalty: 4096.434570
	Iteration 36Q: 3 clusters Score -438327.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -438328.312500 Penalty: 4096.434570
	Iteration 37Q: 3 clusters Score -438328.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -438328.312500 Penalty: 4096.434570
	Iteration 38F: 3 clusters Score -438328.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Entering Unmasked Estep 
Score: -500349.687500 Penalty: 2080.335693
	Iteration 0F: 2 clusters Score -500349.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -496188.125000 Penalty: 4160.671387
	Iteration 0F: 3 clusters Score -496188.1 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -497221.687500 Penalty: 4160.671387
	Iteration 1F: 3 clusters Score -497221.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -497425.000000 Penalty: 4160.671387
	Iteration 2F: 3 clusters Score -497425 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -497533.281250 Penalty: 4160.671387
	Iteration 3Q: 3 clusters Score -497533.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -497616.906250 Penalty: 4160.671387
	Iteration 4Q: 3 clusters Score -497616.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -497681.812500 Penalty: 4160.671387
	Iteration 5Q: 3 clusters Score -497681.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -497735.656250 Penalty: 4160.671387
	Iteration 6Q: 3 clusters Score -497735.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -497770.781250 Penalty: 4160.671387
	Iteration 7Q: 3 clusters Score -497770.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -497801.406250 Penalty: 4160.671387
	Iteration 8Q: 3 clusters Score -497801.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -497822.687500 Penalty: 4160.671387
	Iteration 9Q: 3 clusters Score -497822.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -497841.656250 Penalty: 4160.671387
	Iteration 10Q: 3 clusters Score -497841.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -497856.718750 Penalty: 4160.671387
	Iteration 11Q: 3 clusters Score -497856.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -497876.125000 Penalty: 4160.671387
	Iteration 12Q: 3 clusters Score -497876.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -497896.250000 Penalty: 4160.671387
	Iteration 13Q: 3 clusters Score -497896.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -497911.062500 Penalty: 4160.671387
	Iteration 14Q: 3 clusters Score -497911.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -497924.687500 Penalty: 4160.671387
	Iteration 15Q: 3 clusters Score -497924.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -497940.781250 Penalty: 4160.671387
	Iteration 16Q: 3 clusters Score -497940.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -497957.500000 Penalty: 4160.671387
	Iteration 17Q: 3 clusters Score -497957.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -497967.156250 Penalty: 4160.671387
	Iteration 18Q: 3 clusters Score -497967.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -497979.687500 Penalty: 4160.671387
	Iteration 19Q: 3 clusters Score -497979.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -497994.500000 Penalty: 4160.671387
	Iteration 20F: 3 clusters Score -497994.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -498011.000000 Penalty: 4160.671387
	Iteration 21Q: 3 clusters Score -498011 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -498024.906250 Penalty: 4160.671387
	Iteration 22Q: 3 clusters Score -498024.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -498040.281250 Penalty: 4160.671387
	Iteration 23Q: 3 clusters Score -498040.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -498050.781250 Penalty: 4160.671387
	Iteration 24Q: 3 clusters Score -498050.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -498059.812500 Penalty: 4160.671387
	Iteration 25Q: 3 clusters Score -498059.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -498068.000000 Penalty: 4160.671387
	Iteration 26Q: 3 clusters Score -498068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -498075.281250 Penalty: 4160.671387
	Iteration 27Q: 3 clusters Score -498075.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -498085.781250 Penalty: 4160.671387
	Iteration 28Q: 3 clusters Score -498085.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -498097.812500 Penalty: 4160.671387
	Iteration 29Q: 3 clusters Score -498097.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -498111.968750 Penalty: 4160.671387
	Iteration 30Q: 3 clusters Score -498112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -498128.125000 Penalty: 4160.671387
	Iteration 31Q: 3 clusters Score -498128.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -498143.218750 Penalty: 4160.671387
	Iteration 32Q: 3 clusters Score -498143.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -498161.156250 Penalty: 4160.671387
	Iteration 33Q: 3 clusters Score -498161.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -498177.687500 Penalty: 4160.671387
	Iteration 34Q: 3 clusters Score -498177.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -498188.812500 Penalty: 4160.671387
	Iteration 35Q: 3 clusters Score -498188.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -498198.156250 Penalty: 4160.671387
	Iteration 36Q: 3 clusters Score -498198.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -498206.593750 Penalty: 4160.671387
	Iteration 37Q: 3 clusters Score -498206.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -498218.843750 Penalty: 4160.671387
	Iteration 38Q: 3 clusters Score -498218.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -498229.281250 Penalty: 4160.671387
	Iteration 39Q: 3 clusters Score -498229.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -498238.000000 Penalty: 4160.671387
	Iteration 40F: 3 clusters Score -498238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -498247.500000 Penalty: 4160.671387
	Iteration 41Q: 3 clusters Score -498247.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -498258.375000 Penalty: 4160.671387
	Iteration 42Q: 3 clusters Score -498258.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -498270.625000 Penalty: 4160.671387
	Iteration 43Q: 3 clusters Score -498270.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -498282.343750 Penalty: 4160.671387
	Iteration 44Q: 3 clusters Score -498282.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -498286.343750 Penalty: 4160.671387
	Iteration 45Q: 3 clusters Score -498286.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -498293.437500 Penalty: 4160.671387
	Iteration 46Q: 3 clusters Score -498293.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -498299.968750 Penalty: 4160.671387
	Iteration 47Q: 3 clusters Score -498300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -498309.687500 Penalty: 4160.671387
	Iteration 48Q: 3 clusters Score -498309.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -498317.468750 Penalty: 4160.671387
	Iteration 49Q: 3 clusters Score -498317.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -498323.750000 Penalty: 4160.671387
	Iteration 50Q: 3 clusters Score -498323.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -498333.562500 Penalty: 4160.671387
	Iteration 51Q: 3 clusters Score -498333.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -498340.687500 Penalty: 4160.671387
	Iteration 52Q: 3 clusters Score -498340.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -498345.312500 Penalty: 4160.671387
	Iteration 53Q: 3 clusters Score -498345.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -498350.218750 Penalty: 4160.671387
	Iteration 54Q: 3 clusters Score -498350.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -498354.937500 Penalty: 4160.671387
	Iteration 55Q: 3 clusters Score -498354.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -498362.968750 Penalty: 4160.671387
	Iteration 56Q: 3 clusters Score -498363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -498369.375000 Penalty: 4160.671387
	Iteration 57Q: 3 clusters Score -498369.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -498380.562500 Penalty: 4160.671387
	Iteration 58Q: 3 clusters Score -498380.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -498393.531250 Penalty: 4160.671387
	Iteration 59Q: 3 clusters Score -498393.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -498408.343750 Penalty: 4160.671387
	Iteration 60F: 3 clusters Score -498408.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -498420.250000 Penalty: 4160.671387
	Iteration 61Q: 3 clusters Score -498420.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -498428.312500 Penalty: 4160.671387
	Iteration 62Q: 3 clusters Score -498428.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -498431.906250 Penalty: 4160.671387
	Iteration 63Q: 3 clusters Score -498431.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -498442.687500 Penalty: 4160.671387
	Iteration 64Q: 3 clusters Score -498442.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -498449.250000 Penalty: 4160.671387
	Iteration 65Q: 3 clusters Score -498449.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -498453.593750 Penalty: 4160.671387
	Iteration 66Q: 3 clusters Score -498453.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -498453.093750 Penalty: 4160.671387
	Iteration 67Q: 3 clusters Score -498453.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -498456.000000 Penalty: 4160.671387
	Iteration 68Q: 3 clusters Score -498456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -498456.937500 Penalty: 4160.671387
	Iteration 69Q: 3 clusters Score -498456.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -498458.843750 Penalty: 4160.671387
	Iteration 70Q: 3 clusters Score -498458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -498459.625000 Penalty: 4160.671387
	Iteration 71Q: 3 clusters Score -498459.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -498460.468750 Penalty: 4160.671387
	Iteration 72Q: 3 clusters Score -498460.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -498463.625000 Penalty: 4160.671387
	Iteration 73Q: 3 clusters Score -498463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -498464.750000 Penalty: 4160.671387
	Iteration 74Q: 3 clusters Score -498464.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -498465.156250 Penalty: 4160.671387
	Iteration 75Q: 3 clusters Score -498465.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -498465.125000 Penalty: 4160.671387
	Iteration 76Q: 3 clusters Score -498465.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -498465.125000 Penalty: 4160.671387
	Iteration 77F: 3 clusters Score -498465.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Entering Unmasked Estep 
Score: -4339034.000000 Penalty: 2595.987793
	Iteration 0F: 2 clusters Score -4339034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -4315059.000000 Penalty: 5191.975586
	Iteration 0F: 3 clusters Score -4315059 nChanged 16003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -4323904.500000 Penalty: 5191.975586
	Iteration 1F: 3 clusters Score -4323904 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -4324398.500000 Penalty: 5191.975586
	Iteration 2Q: 3 clusters Score -4324398 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -4324790.000000 Penalty: 5191.975586
	Iteration 3Q: 3 clusters Score -4324790 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -4325097.000000 Penalty: 5191.975586
	Iteration 4Q: 3 clusters Score -4325097 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -4325418.000000 Penalty: 5191.975586
	Iteration 5Q: 3 clusters Score -4325418 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -4325758.000000 Penalty: 5191.975586
	Iteration 6Q: 3 clusters Score -4325758 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -4326200.000000 Penalty: 5191.975586
	Iteration 7Q: 3 clusters Score -4326200 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -4326862.000000 Penalty: 5191.975586
	Iteration 8Q: 3 clusters Score -4326862 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -4327870.500000 Penalty: 5191.975586
	Iteration 9Q: 3 clusters Score -4327870 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -4329235.000000 Penalty: 5191.975586
	Iteration 10F: 3 clusters Score -4329235 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -4330856.500000 Penalty: 5191.975586
	Iteration 11F: 3 clusters Score -4330856 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -4332389.500000 Penalty: 5191.975586
	Iteration 12F: 3 clusters Score -4332390 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -4333639.500000 Penalty: 5191.975586
	Iteration 13Q: 3 clusters Score -4333640 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -4334487.000000 Penalty: 5191.975586
	Iteration 14Q: 3 clusters Score -4334487 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4335050.500000 Penalty: 5191.975586
	Iteration 15Q: 3 clusters Score -4335050 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4335458.500000 Penalty: 5191.975586
	Iteration 16Q: 3 clusters Score -4335458 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4335788.000000 Penalty: 5191.975586
	Iteration 17Q: 3 clusters Score -4335788 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4336079.500000 Penalty: 5191.975586
	Iteration 18Q: 3 clusters Score -4336080 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4336301.500000 Penalty: 5191.975586
	Iteration 19Q: 3 clusters Score -4336302 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4336466.000000 Penalty: 5191.975586
	Iteration 20F: 3 clusters Score -4336466 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4336574.500000 Penalty: 5191.975586
	Iteration 21Q: 3 clusters Score -4336574 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4336672.000000 Penalty: 5191.975586
	Iteration 22Q: 3 clusters Score -4336672 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4336716.000000 Penalty: 5191.975586
	Iteration 23Q: 3 clusters Score -4336716 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4336759.500000 Penalty: 5191.975586
	Iteration 24Q: 3 clusters Score -4336760 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4336775.000000 Penalty: 5191.975586
	Iteration 25Q: 3 clusters Score -4336775 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4336792.500000 Penalty: 5191.975586
	Iteration 26Q: 3 clusters Score -4336792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4336811.500000 Penalty: 5191.975586
	Iteration 27Q: 3 clusters Score -4336812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4336828.500000 Penalty: 5191.975586
	Iteration 28Q: 3 clusters Score -4336828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4336844.000000 Penalty: 5191.975586
	Iteration 29Q: 3 clusters Score -4336844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4336855.500000 Penalty: 5191.975586
	Iteration 30Q: 3 clusters Score -4336856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4336861.500000 Penalty: 5191.975586
	Iteration 31Q: 3 clusters Score -4336862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4336874.500000 Penalty: 5191.975586
	Iteration 32Q: 3 clusters Score -4336874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4336873.500000 Penalty: 5191.975586
	Iteration 33Q: 3 clusters Score -4336874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4336886.500000 Penalty: 5191.975586
	Iteration 34Q: 3 clusters Score -4336886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4336893.500000 Penalty: 5191.975586
	Iteration 35Q: 3 clusters Score -4336894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4336905.000000 Penalty: 5191.975586
	Iteration 36Q: 3 clusters Score -4336905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4336901.500000 Penalty: 5191.975586
	Iteration 37Q: 3 clusters Score -4336902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4336908.500000 Penalty: 5191.975586
	Iteration 38Q: 3 clusters Score -4336908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4336908.000000 Penalty: 5191.975586
	Iteration 39Q: 3 clusters Score -4336908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4336911.000000 Penalty: 5191.975586
	Iteration 40F: 3 clusters Score -4336911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4336920.500000 Penalty: 5191.975586
	Iteration 41Q: 3 clusters Score -4336920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4336918.500000 Penalty: 5191.975586
	Iteration 42Q: 3 clusters Score -4336918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4336917.000000 Penalty: 5191.975586
	Iteration 43Q: 3 clusters Score -4336917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4336915.000000 Penalty: 5191.975586
	Iteration 44Q: 3 clusters Score -4336915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4336921.000000 Penalty: 5191.975586
	Iteration 45Q: 3 clusters Score -4336921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4336921.000000 Penalty: 5191.975586
	Iteration 46F: 3 clusters Score -4336921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (219468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219468 members 
Entering Unmasked Estep 
Score: -26677622.000000 Penalty: 3050.142578
	Iteration 0F: 2 clusters Score -2.667762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109788 members 
Mstep: Class 2 contains 109680 members 
Entering Unmasked Estep 
Score: -26535480.000000 Penalty: 6100.285156
	Iteration 0F: 3 clusters Score -2.653548e+07 nChanged 105900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110644 members 
Mstep: Class 2 contains 108824 members 
Entering Unmasked Estep 
Score: -26597628.000000 Penalty: 6100.285156
	Iteration 1F: 3 clusters Score -2.659763e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111149 members 
Mstep: Class 2 contains 108319 members 
Entering Unmasked Estep 
Score: -26598892.000000 Penalty: 6100.285156
	Iteration 2Q: 3 clusters Score -2.659889e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112003 members 
Mstep: Class 2 contains 107465 members 
Entering Unmasked Estep 
Score: -26600344.000000 Penalty: 6100.285156
	Iteration 3Q: 3 clusters Score -2.660034e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113249 members 
Mstep: Class 2 contains 106219 members 
Entering Unmasked Estep 
Score: -26603096.000000 Penalty: 6100.285156
	Iteration 4Q: 3 clusters Score -2.66031e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114909 members 
Mstep: Class 2 contains 104559 members 
Entering Unmasked Estep 
Score: -26607510.000000 Penalty: 6100.285156
	Iteration 5Q: 3 clusters Score -2.660751e+07 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116490 members 
Mstep: Class 2 contains 102978 members 
Entering Unmasked Estep 
Score: -26613446.000000 Penalty: 6100.285156
	Iteration 6Q: 3 clusters Score -2.661345e+07 nChanged 12619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117785 members 
Mstep: Class 2 contains 101683 members 
Entering Unmasked Estep 
Score: -26622130.000000 Penalty: 6100.285156
	Iteration 7F: 3 clusters Score -2.662213e+07 nChanged 14593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118182 members 
Mstep: Class 2 contains 101286 members 
Entering Unmasked Estep 
Score: -26633224.000000 Penalty: 6100.285156
	Iteration 8F: 3 clusters Score -2.663322e+07 nChanged 15152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117514 members 
Mstep: Class 2 contains 101954 members 
Entering Unmasked Estep 
Score: -26644082.000000 Penalty: 6100.285156
	Iteration 9F: 3 clusters Score -2.664408e+07 nChanged 12537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116209 members 
Mstep: Class 2 contains 103259 members 
Entering Unmasked Estep 
Score: -26650266.000000 Penalty: 6100.285156
	Iteration 10F: 3 clusters Score -2.665027e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114860 members 
Mstep: Class 2 contains 104608 members 
Entering Unmasked Estep 
Score: -26652418.000000 Penalty: 6100.285156
	Iteration 11Q: 3 clusters Score -2.665242e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113587 members 
Mstep: Class 2 contains 105881 members 
Entering Unmasked Estep 
Score: -26653268.000000 Penalty: 6100.285156
	Iteration 12Q: 3 clusters Score -2.665327e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112206 members 
Mstep: Class 2 contains 107262 members 
Entering Unmasked Estep 
Score: -26653600.000000 Penalty: 6100.285156
	Iteration 13Q: 3 clusters Score -2.66536e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110719 members 
Mstep: Class 2 contains 108749 members 
Entering Unmasked Estep 
Score: -26654206.000000 Penalty: 6100.285156
	Iteration 14Q: 3 clusters Score -2.665421e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109140 members 
Mstep: Class 2 contains 110328 members 
Entering Unmasked Estep 
Score: -26654682.000000 Penalty: 6100.285156
	Iteration 15Q: 3 clusters Score -2.665468e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107424 members 
Mstep: Class 2 contains 112044 members 
Entering Unmasked Estep 
Score: -26655242.000000 Penalty: 6100.285156
	Iteration 16Q: 3 clusters Score -2.665524e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105464 members 
Mstep: Class 2 contains 114004 members 
Entering Unmasked Estep 
Score: -26655952.000000 Penalty: 6100.285156
	Iteration 17Q: 3 clusters Score -2.665595e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103316 members 
Mstep: Class 2 contains 116152 members 
Entering Unmasked Estep 
Score: -26656682.000000 Penalty: 6100.285156
	Iteration 18Q: 3 clusters Score -2.665668e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100926 members 
Mstep: Class 2 contains 118542 members 
Entering Unmasked Estep 
Score: -26657406.000000 Penalty: 6100.285156
	Iteration 19Q: 3 clusters Score -2.665741e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98478 members 
Mstep: Class 2 contains 120990 members 
Entering Unmasked Estep 
Score: -26658364.000000 Penalty: 6100.285156
	Iteration 20F: 3 clusters Score -2.665836e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 123567 members 
Entering Unmasked Estep 
Score: -26659196.000000 Penalty: 6100.285156
	Iteration 21Q: 3 clusters Score -2.66592e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93250 members 
Mstep: Class 2 contains 126218 members 
Entering Unmasked Estep 
Score: -26660076.000000 Penalty: 6100.285156
	Iteration 22Q: 3 clusters Score -2.666008e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 128871 members 
Entering Unmasked Estep 
Score: -26660988.000000 Penalty: 6100.285156
	Iteration 23Q: 3 clusters Score -2.666099e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87876 members 
Mstep: Class 2 contains 131592 members 
Entering Unmasked Estep 
Score: -26661822.000000 Penalty: 6100.285156
	Iteration 24Q: 3 clusters Score -2.666182e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85111 members 
Mstep: Class 2 contains 134357 members 
Entering Unmasked Estep 
Score: -26662752.000000 Penalty: 6100.285156
	Iteration 25Q: 3 clusters Score -2.666275e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82366 members 
Mstep: Class 2 contains 137102 members 
Entering Unmasked Estep 
Score: -26663638.000000 Penalty: 6100.285156
	Iteration 26Q: 3 clusters Score -2.666364e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79630 members 
Mstep: Class 2 contains 139838 members 
Entering Unmasked Estep 
Score: -26664486.000000 Penalty: 6100.285156
	Iteration 27Q: 3 clusters Score -2.666449e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77074 members 
Mstep: Class 2 contains 142394 members 
Entering Unmasked Estep 
Score: -26665244.000000 Penalty: 6100.285156
	Iteration 28Q: 3 clusters Score -2.666524e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74562 members 
Mstep: Class 2 contains 144906 members 
Entering Unmasked Estep 
Score: -26665878.000000 Penalty: 6100.285156
	Iteration 29Q: 3 clusters Score -2.666588e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72067 members 
Mstep: Class 2 contains 147401 members 
Entering Unmasked Estep 
Score: -26666432.000000 Penalty: 6100.285156
	Iteration 30Q: 3 clusters Score -2.666643e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69570 members 
Mstep: Class 2 contains 149898 members 
Entering Unmasked Estep 
Score: -26666852.000000 Penalty: 6100.285156
	Iteration 31Q: 3 clusters Score -2.666685e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67026 members 
Mstep: Class 2 contains 152442 members 
Entering Unmasked Estep 
Score: -26667458.000000 Penalty: 6100.285156
	Iteration 32Q: 3 clusters Score -2.666746e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 154982 members 
Entering Unmasked Estep 
Score: -26667836.000000 Penalty: 6100.285156
	Iteration 33Q: 3 clusters Score -2.666784e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62015 members 
Mstep: Class 2 contains 157453 members 
Entering Unmasked Estep 
Score: -26668472.000000 Penalty: 6100.285156
	Iteration 34Q: 3 clusters Score -2.666847e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59505 members 
Mstep: Class 2 contains 159963 members 
Entering Unmasked Estep 
Score: -26668838.000000 Penalty: 6100.285156
	Iteration 35Q: 3 clusters Score -2.666884e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 162353 members 
Entering Unmasked Estep 
Score: -26669218.000000 Penalty: 6100.285156
	Iteration 36Q: 3 clusters Score -2.666922e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54835 members 
Mstep: Class 2 contains 164633 members 
Entering Unmasked Estep 
Score: -26669650.000000 Penalty: 6100.285156
	Iteration 37Q: 3 clusters Score -2.666965e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 166867 members 
Entering Unmasked Estep 
Score: -26669850.000000 Penalty: 6100.285156
	Iteration 38Q: 3 clusters Score -2.666985e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 168981 members 
Entering Unmasked Estep 
Score: -26670204.000000 Penalty: 6100.285156
	Iteration 39Q: 3 clusters Score -2.66702e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 171075 members 
Entering Unmasked Estep 
Score: -26670492.000000 Penalty: 6100.285156
	Iteration 40F: 3 clusters Score -2.667049e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 173234 members 
Entering Unmasked Estep 
Score: -26670916.000000 Penalty: 6100.285156
	Iteration 41Q: 3 clusters Score -2.667092e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 175450 members 
Entering Unmasked Estep 
Score: -26671196.000000 Penalty: 6100.285156
	Iteration 42Q: 3 clusters Score -2.66712e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 177608 members 
Entering Unmasked Estep 
Score: -26671528.000000 Penalty: 6100.285156
	Iteration 43Q: 3 clusters Score -2.667153e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 179808 members 
Entering Unmasked Estep 
Score: -26671774.000000 Penalty: 6100.285156
	Iteration 44Q: 3 clusters Score -2.667177e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 182007 members 
Entering Unmasked Estep 
Score: -26672480.000000 Penalty: 6100.285156
	Iteration 45Q: 3 clusters Score -2.667248e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 184035 members 
Entering Unmasked Estep 
Score: -26672802.000000 Penalty: 6100.285156
	Iteration 46Q: 3 clusters Score -2.66728e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 186017 members 
Entering Unmasked Estep 
Score: -26673196.000000 Penalty: 6100.285156
	Iteration 47Q: 3 clusters Score -2.66732e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 187945 members 
Entering Unmasked Estep 
Score: -26673568.000000 Penalty: 6100.285156
	Iteration 48Q: 3 clusters Score -2.667357e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 189737 members 
Entering Unmasked Estep 
Score: -26673956.000000 Penalty: 6100.285156
	Iteration 49Q: 3 clusters Score -2.667396e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 191474 members 
Entering Unmasked Estep 
Score: -26674342.000000 Penalty: 6100.285156
	Iteration 50Q: 3 clusters Score -2.667434e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 193125 members 
Entering Unmasked Estep 
Score: -26674508.000000 Penalty: 6100.285156
	Iteration 51Q: 3 clusters Score -2.667451e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 194622 members 
Entering Unmasked Estep 
Score: -26674850.000000 Penalty: 6100.285156
	Iteration 52Q: 3 clusters Score -2.667485e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 196060 members 
Entering Unmasked Estep 
Score: -26675036.000000 Penalty: 6100.285156
	Iteration 53Q: 3 clusters Score -2.667504e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 197441 members 
Entering Unmasked Estep 
Score: -26675144.000000 Penalty: 6100.285156
	Iteration 54Q: 3 clusters Score -2.667514e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 198760 members 
Entering Unmasked Estep 
Score: -26675224.000000 Penalty: 6100.285156
	Iteration 55Q: 3 clusters Score -2.667522e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 199969 members 
Entering Unmasked Estep 
Score: -26675436.000000 Penalty: 6100.285156
	Iteration 56Q: 3 clusters Score -2.667544e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 201077 members 
Entering Unmasked Estep 
Score: -26675520.000000 Penalty: 6100.285156
	Iteration 57Q: 3 clusters Score -2.667552e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 202132 members 
Entering Unmasked Estep 
Score: -26675566.000000 Penalty: 6100.285156
	Iteration 58Q: 3 clusters Score -2.667557e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 203124 members 
Entering Unmasked Estep 
Score: -26675700.000000 Penalty: 6100.285156
	Iteration 59Q: 3 clusters Score -2.66757e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 204098 members 
Entering Unmasked Estep 
Score: -26675928.000000 Penalty: 6100.285156
	Iteration 60F: 3 clusters Score -2.667593e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 204992 members 
Entering Unmasked Estep 
Score: -26676030.000000 Penalty: 6100.285156
	Iteration 61Q: 3 clusters Score -2.667603e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 205788 members 
Entering Unmasked Estep 
Score: -26676050.000000 Penalty: 6100.285156
	Iteration 62Q: 3 clusters Score -2.667605e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 206514 members 
Entering Unmasked Estep 
Score: -26676030.000000 Penalty: 6100.285156
	Iteration 63Q: 3 clusters Score -2.667603e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 207171 members 
Entering Unmasked Estep 
Score: -26676104.000000 Penalty: 6100.285156
	Iteration 64Q: 3 clusters Score -2.66761e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 207746 members 
Entering Unmasked Estep 
Score: -26676190.000000 Penalty: 6100.285156
	Iteration 65Q: 3 clusters Score -2.667619e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 208289 members 
Entering Unmasked Estep 
Score: -26676190.000000 Penalty: 6100.285156
	Iteration 66Q: 3 clusters Score -2.667619e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 208820 members 
Entering Unmasked Estep 
Score: -26676250.000000 Penalty: 6100.285156
	Iteration 67Q: 3 clusters Score -2.667625e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 209335 members 
Entering Unmasked Estep 
Score: -26676300.000000 Penalty: 6100.285156
	Iteration 68Q: 3 clusters Score -2.66763e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 209818 members 
Entering Unmasked Estep 
Score: -26676346.000000 Penalty: 6100.285156
	Iteration 69Q: 3 clusters Score -2.667635e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 210298 members 
Entering Unmasked Estep 
Score: -26676476.000000 Penalty: 6100.285156
	Iteration 70Q: 3 clusters Score -2.667648e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 210736 members 
Entering Unmasked Estep 
Score: -26676514.000000 Penalty: 6100.285156
	Iteration 71Q: 3 clusters Score -2.667651e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 211185 members 
Entering Unmasked Estep 
Score: -26676482.000000 Penalty: 6100.285156
	Iteration 72Q: 3 clusters Score -2.667648e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 211555 members 
Entering Unmasked Estep 
Score: -26676544.000000 Penalty: 6100.285156
	Iteration 73Q: 3 clusters Score -2.667654e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 211888 members 
Entering Unmasked Estep 
Score: -26676540.000000 Penalty: 6100.285156
	Iteration 74Q: 3 clusters Score -2.667654e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 212195 members 
Entering Unmasked Estep 
Score: -26676598.000000 Penalty: 6100.285156
	Iteration 75Q: 3 clusters Score -2.66766e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 212467 members 
Entering Unmasked Estep 
Score: -26676638.000000 Penalty: 6100.285156
	Iteration 76Q: 3 clusters Score -2.667664e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 212712 members 
Entering Unmasked Estep 
Score: -26676630.000000 Penalty: 6100.285156
	Iteration 77Q: 3 clusters Score -2.667663e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 212924 members 
Entering Unmasked Estep 
Score: -26676638.000000 Penalty: 6100.285156
	Iteration 78Q: 3 clusters Score -2.667664e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 213136 members 
Entering Unmasked Estep 
Score: -26676636.000000 Penalty: 6100.285156
	Iteration 79Q: 3 clusters Score -2.667664e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 213334 members 
Entering Unmasked Estep 
Score: -26676674.000000 Penalty: 6100.285156
	Iteration 80F: 3 clusters Score -2.667667e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 213499 members 
Entering Unmasked Estep 
Score: -26676692.000000 Penalty: 6100.285156
	Iteration 81Q: 3 clusters Score -2.667669e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 213649 members 
Entering Unmasked Estep 
Score: -26676642.000000 Penalty: 6100.285156
	Iteration 82Q: 3 clusters Score -2.667664e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 213772 members 
Entering Unmasked Estep 
Score: -26676614.000000 Penalty: 6100.285156
	Iteration 83Q: 3 clusters Score -2.667661e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 213882 members 
Entering Unmasked Estep 
Score: -26676642.000000 Penalty: 6100.285156
	Iteration 84Q: 3 clusters Score -2.667664e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 213992 members 
Entering Unmasked Estep 
Score: -26676662.000000 Penalty: 6100.285156
	Iteration 85Q: 3 clusters Score -2.667666e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 214095 members 
Entering Unmasked Estep 
Score: -26676700.000000 Penalty: 6100.285156
	Iteration 86Q: 3 clusters Score -2.66767e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 214189 members 
Entering Unmasked Estep 
Score: -26676730.000000 Penalty: 6100.285156
	Iteration 87Q: 3 clusters Score -2.667673e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 214282 members 
Entering Unmasked Estep 
Score: -26676698.000000 Penalty: 6100.285156
	Iteration 88Q: 3 clusters Score -2.66767e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 214365 members 
Entering Unmasked Estep 
Score: -26676700.000000 Penalty: 6100.285156
	Iteration 89Q: 3 clusters Score -2.66767e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 214437 members 
Entering Unmasked Estep 
Score: -26676686.000000 Penalty: 6100.285156
	Iteration 90Q: 3 clusters Score -2.667669e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 214503 members 
Entering Unmasked Estep 
Score: -26676678.000000 Penalty: 6100.285156
	Iteration 91Q: 3 clusters Score -2.667668e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 214554 members 
Entering Unmasked Estep 
Score: -26676672.000000 Penalty: 6100.285156
	Iteration 92Q: 3 clusters Score -2.667667e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 214601 members 
Entering Unmasked Estep 
Score: -26676662.000000 Penalty: 6100.285156
	Iteration 93Q: 3 clusters Score -2.667666e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 214655 members 
Entering Unmasked Estep 
Score: -26676662.000000 Penalty: 6100.285156
	Iteration 94Q: 3 clusters Score -2.667666e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 214704 members 
Entering Unmasked Estep 
Score: -26676642.000000 Penalty: 6100.285156
	Iteration 95Q: 3 clusters Score -2.667664e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 214745 members 
Entering Unmasked Estep 
Score: -26676656.000000 Penalty: 6100.285156
	Iteration 96Q: 3 clusters Score -2.667666e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 214778 members 
Entering Unmasked Estep 
Score: -26676678.000000 Penalty: 6100.285156
	Iteration 97Q: 3 clusters Score -2.667668e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 214808 members 
Entering Unmasked Estep 
Score: -26676688.000000 Penalty: 6100.285156
	Iteration 98Q: 3 clusters Score -2.667669e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 214850 members 
Entering Unmasked Estep 
Score: -26676684.000000 Penalty: 6100.285156
	Iteration 99Q: 3 clusters Score -2.667668e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 214880 members 
Entering Unmasked Estep 
Score: -26676666.000000 Penalty: 6100.285156
	Iteration 100F: 3 clusters Score -2.667667e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 214901 members 
Entering Unmasked Estep 
Score: -26676658.000000 Penalty: 6100.285156
	Iteration 101Q: 3 clusters Score -2.667666e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 214933 members 
Entering Unmasked Estep 
Score: -26676682.000000 Penalty: 6100.285156
	Iteration 102Q: 3 clusters Score -2.667668e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 214965 members 
Entering Unmasked Estep 
Score: -26676714.000000 Penalty: 6100.285156
	Iteration 103Q: 3 clusters Score -2.667671e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 214992 members 
Entering Unmasked Estep 
Score: -26676700.000000 Penalty: 6100.285156
	Iteration 104Q: 3 clusters Score -2.66767e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 215017 members 
Entering Unmasked Estep 
Score: -26676690.000000 Penalty: 6100.285156
	Iteration 105Q: 3 clusters Score -2.667669e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 215044 members 
Entering Unmasked Estep 
Score: -26676728.000000 Penalty: 6100.285156
	Iteration 106Q: 3 clusters Score -2.667673e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 215070 members 
Entering Unmasked Estep 
Score: -26676722.000000 Penalty: 6100.285156
	Iteration 107Q: 3 clusters Score -2.667672e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 215093 members 
Entering Unmasked Estep 
Score: -26676722.000000 Penalty: 6100.285156
	Iteration 108Q: 3 clusters Score -2.667672e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 215121 members 
Entering Unmasked Estep 
Score: -26676748.000000 Penalty: 6100.285156
	Iteration 109Q: 3 clusters Score -2.667675e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 215149 members 
Entering Unmasked Estep 
Score: -26676752.000000 Penalty: 6100.285156
	Iteration 110Q: 3 clusters Score -2.667675e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 215174 members 
Entering Unmasked Estep 
Score: -26676764.000000 Penalty: 6100.285156
	Iteration 111Q: 3 clusters Score -2.667676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 215195 members 
Entering Unmasked Estep 
Score: -26676772.000000 Penalty: 6100.285156
	Iteration 112Q: 3 clusters Score -2.667677e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 215217 members 
Entering Unmasked Estep 
Score: -26676786.000000 Penalty: 6100.285156
	Iteration 113Q: 3 clusters Score -2.667679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 215226 members 
Entering Unmasked Estep 
Score: -26676802.000000 Penalty: 6100.285156
	Iteration 114Q: 3 clusters Score -2.66768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 215237 members 
Entering Unmasked Estep 
Score: -26676786.000000 Penalty: 6100.285156
	Iteration 115Q: 3 clusters Score -2.667679e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 215255 members 
Entering Unmasked Estep 
Score: -26676762.000000 Penalty: 6100.285156
	Iteration 116Q: 3 clusters Score -2.667676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 215268 members 
Entering Unmasked Estep 
Score: -26676768.000000 Penalty: 6100.285156
	Iteration 117Q: 3 clusters Score -2.667677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 215275 members 
Entering Unmasked Estep 
Score: -26676760.000000 Penalty: 6100.285156
	Iteration 118Q: 3 clusters Score -2.667676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 215277 members 
Entering Unmasked Estep 
Score: -26676754.000000 Penalty: 6100.285156
	Iteration 119Q: 3 clusters Score -2.667675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 215278 members 
Entering Unmasked Estep 
Score: -26676756.000000 Penalty: 6100.285156
	Iteration 120F: 3 clusters Score -2.667676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 215279 members 
Entering Unmasked Estep 
Score: -26676754.000000 Penalty: 6100.285156
	Iteration 121Q: 3 clusters Score -2.667675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 215284 members 
Entering Unmasked Estep 
Score: -26676766.000000 Penalty: 6100.285156
	Iteration 122Q: 3 clusters Score -2.667677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 215292 members 
Entering Unmasked Estep 
Score: -26676772.000000 Penalty: 6100.285156
	Iteration 123Q: 3 clusters Score -2.667677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 215298 members 
Entering Unmasked Estep 
Score: -26676760.000000 Penalty: 6100.285156
	Iteration 124Q: 3 clusters Score -2.667676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 215307 members 
Entering Unmasked Estep 
Score: -26676738.000000 Penalty: 6100.285156
	Iteration 125Q: 3 clusters Score -2.667674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 215314 members 
Entering Unmasked Estep 
Score: -26676740.000000 Penalty: 6100.285156
	Iteration 126Q: 3 clusters Score -2.667674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 215326 members 
Entering Unmasked Estep 
Score: -26676730.000000 Penalty: 6100.285156
	Iteration 127Q: 3 clusters Score -2.667673e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 215342 members 
Entering Unmasked Estep 
Score: -26676742.000000 Penalty: 6100.285156
	Iteration 128Q: 3 clusters Score -2.667674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 215354 members 
Entering Unmasked Estep 
Score: -26676726.000000 Penalty: 6100.285156
	Iteration 129Q: 3 clusters Score -2.667673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 215367 members 
Entering Unmasked Estep 
Score: -26676738.000000 Penalty: 6100.285156
	Iteration 130Q: 3 clusters Score -2.667674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 215375 members 
Entering Unmasked Estep 
Score: -26676724.000000 Penalty: 6100.285156
	Iteration 131Q: 3 clusters Score -2.667672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 215383 members 
Entering Unmasked Estep 
Score: -26676716.000000 Penalty: 6100.285156
	Iteration 132Q: 3 clusters Score -2.667672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 215393 members 
Entering Unmasked Estep 
Score: -26676686.000000 Penalty: 6100.285156
	Iteration 133Q: 3 clusters Score -2.667669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 215406 members 
Entering Unmasked Estep 
Score: -26676696.000000 Penalty: 6100.285156
	Iteration 134Q: 3 clusters Score -2.66767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 215416 members 
Entering Unmasked Estep 
Score: -26676704.000000 Penalty: 6100.285156
	Iteration 135Q: 3 clusters Score -2.66767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 215427 members 
Entering Unmasked Estep 
Score: -26676708.000000 Penalty: 6100.285156
	Iteration 136Q: 3 clusters Score -2.667671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 215435 members 
Entering Unmasked Estep 
Score: -26676700.000000 Penalty: 6100.285156
	Iteration 137Q: 3 clusters Score -2.66767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 215443 members 
Entering Unmasked Estep 
Score: -26676718.000000 Penalty: 6100.285156
	Iteration 138Q: 3 clusters Score -2.667672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 215450 members 
Entering Unmasked Estep 
Score: -26676698.000000 Penalty: 6100.285156
	Iteration 139Q: 3 clusters Score -2.66767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 215452 members 
Entering Unmasked Estep 
Score: -26676694.000000 Penalty: 6100.285156
	Iteration 140F: 3 clusters Score -2.667669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 215455 members 
Entering Unmasked Estep 
Score: -26676712.000000 Penalty: 6100.285156
	Iteration 141Q: 3 clusters Score -2.667671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 215455 members 
Entering Unmasked Estep 
Score: -26676712.000000 Penalty: 6100.285156
	Iteration 142F: 3 clusters Score -2.667671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (65797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65797 members 
Entering Unmasked Estep 
Score: -7790918.000000 Penalty: 2751.393799
	Iteration 0F: 2 clusters Score -7790918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -7746754.000000 Penalty: 5502.787598
	Iteration 0F: 3 clusters Score -7746754 nChanged 30878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -7763899.000000 Penalty: 5502.787598
	Iteration 1F: 3 clusters Score -7763899 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -7764512.500000 Penalty: 5502.787598
	Iteration 2Q: 3 clusters Score -7764512 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -7765159.000000 Penalty: 5502.787598
	Iteration 3Q: 3 clusters Score -7765159 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -7765947.500000 Penalty: 5502.787598
	Iteration 4Q: 3 clusters Score -7765948 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -7767301.500000 Penalty: 5502.787598
	Iteration 5Q: 3 clusters Score -7767302 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -7769339.000000 Penalty: 5502.787598
	Iteration 6F: 3 clusters Score -7769339 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -7772718.500000 Penalty: 5502.787598
	Iteration 7F: 3 clusters Score -7772718 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -7777591.500000 Penalty: 5502.787598
	Iteration 8F: 3 clusters Score -7777592 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -7782888.500000 Penalty: 5502.787598
	Iteration 9F: 3 clusters Score -7782888 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 63526 members 
Entering Unmasked Estep 
Score: -7786274.500000 Penalty: 5502.787598
	Iteration 10F: 3 clusters Score -7786274 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 64989 members 
Entering Unmasked Estep 
Score: -7787677.000000 Penalty: 5502.787598
	Iteration 11Q: 3 clusters Score -7787677 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 65400 members 
Entering Unmasked Estep 
Score: -7788101.500000 Penalty: 5502.787598
	Iteration 12Q: 3 clusters Score -7788102 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -7788267.500000 Penalty: 5502.787598
	Iteration 13Q: 3 clusters Score -7788268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 65553 members 
Entering Unmasked Estep 
Score: -7788320.500000 Penalty: 5502.787598
	Iteration 14Q: 3 clusters Score -7788320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -7788352.500000 Penalty: 5502.787598
	Iteration 15Q: 3 clusters Score -7788352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 65585 members 
Entering Unmasked Estep 
Score: -7788392.500000 Penalty: 5502.787598
	Iteration 16Q: 3 clusters Score -7788392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
Score: -7788406.000000 Penalty: 5502.787598
	Iteration 17Q: 3 clusters Score -7788406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 65591 members 
Entering Unmasked Estep 
Score: -7788404.000000 Penalty: 5502.787598
	Iteration 18Q: 3 clusters Score -7788404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 65593 members 
Entering Unmasked Estep 
Score: -7788413.000000 Penalty: 5502.787598
	Iteration 19Q: 3 clusters Score -7788413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -7788418.500000 Penalty: 5502.787598
	Iteration 20F: 3 clusters Score -7788418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 65595 members 
Entering Unmasked Estep 
Score: -7788419.000000 Penalty: 5502.787598
	Iteration 21Q: 3 clusters Score -7788419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 65595 members 
Entering Unmasked Estep 
Score: -7788419.000000 Penalty: 5502.787598
	Iteration 22F: 3 clusters Score -7788419 nChanged 0
--- Evaluating fit on full set of 2621091 points ---
Entering Unmasked Estep 
Score: -315950944.000000 Penalty: 62308.691406
25->18 Clusters: Score -315950944.000000, best is -316054880.000000

Main iterations: 0 (time per=infms)
Total iterations: 57530 (time per=576.848424ms)
Iterations metric 2: 6022854344704.000000 (time per=5.510027ns)
Iterations metric 3: 180664796184576.000000 (time per=183.688746ps)

That took 33186.089844 seconds.
